warning: commands will be executed using /bin/sh
job 5735 at Thu Oct  2 09:54:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140806/YutaMouse23-140806/YutaMouse23-140806
ElecNo	5
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2516460 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 838820 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 44280 members 
Mstep: Class 3 contains 44133 members 
Mstep: Class 4 contains 43914 members 
Mstep: Class 5 contains 43922 members 
Mstep: Class 6 contains 43929 members 
Mstep: Class 7 contains 44059 members 
Mstep: Class 8 contains 44224 members 
Mstep: Class 9 contains 43888 members 
Mstep: Class 10 contains 44134 members 
Mstep: Class 11 contains 44539 members 
Mstep: Class 12 contains 43930 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 44201 members 
Mstep: Class 16 contains 44339 members 
Mstep: Class 17 contains 44128 members 
Mstep: Class 18 contains 43948 members 
Mstep: Class 19 contains 44175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1173.131836 but Gain 3382.656250
Score: -143886224.000000 Penalty: 60887.851562
Iteration 0F: 19 clusters Score -1.438862e+08 nChanged 794842
Entering Unmasked Mstep 
Mstep: Class 0 contains 4459 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 48819 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 3778 members 
Mstep: Class 5 contains 1260 members 
Mstep: Class 6 contains 979 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 6126 members 
Mstep: Class 10 contains 30635 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 520 members 
Mstep: Class 14 contains 2813 members 
Mstep: Class 15 contains 228404 members 
Mstep: Class 16 contains 241050 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 44286 members 
Mstep: Class 19 contains 153812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158006576.000000 Penalty: 60887.851562
Iteration 1F: 19 clusters Score -1.580066e+08 nChanged 358271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2321 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 112445 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 1140 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 1102 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 5440 members 
Mstep: Class 10 contains 32600 members 
Mstep: Class 11 contains 3064 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 132498 members 
Mstep: Class 16 contains 251892 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 18 contains 97391 members 
Mstep: Class 19 contains 103575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159194240.000000 Penalty: 60887.851562
Iteration 2F: 19 clusters Score -1.591942e+08 nChanged 270380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1645 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 107208 members 
Mstep: Class 3 contains 801 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 1343 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 6688 members 
Mstep: Class 10 contains 46377 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 14 contains 12597 members 
Mstep: Class 15 contains 77626 members 
Mstep: Class 16 contains 245810 members 
Mstep: Class 17 contains 1048 members 
Mstep: Class 18 contains 125404 members 
Mstep: Class 19 contains 101680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159816384.000000 Penalty: 60887.851562
Iteration 3F: 19 clusters Score -1.598164e+08 nChanged 178155
Entering Unmasked Mstep 
Mstep: Class 0 contains 1084 members 
Mstep: Class 1 contains 99866 members 
Mstep: Class 2 contains 111973 members 
Mstep: Class 3 contains 703 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 5765 members 
Mstep: Class 10 contains 63219 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 98066 members 
Mstep: Class 16 contains 214735 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 112565 members 
Mstep: Class 19 contains 100066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160049488.000000 Penalty: 60887.851562
Iteration 4F: 19 clusters Score -1.600495e+08 nChanged 116894
Entering Unmasked Mstep 
Mstep: Class 0 contains 837 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 107468 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 1046 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 4941 members 
Mstep: Class 10 contains 87942 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 14 contains 13921 members 
Mstep: Class 15 contains 96969 members 
Mstep: Class 16 contains 194375 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 116868 members 
Mstep: Class 19 contains 103952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160117632.000000 Penalty: 60887.851562
Iteration 5F: 19 clusters Score -1.601176e+08 nChanged 92050
Entering Unmasked Mstep 
Mstep: Class 0 contains 674 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 111096 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 1136 members 
Mstep: Class 6 contains 1372 members 
Mstep: Class 7 contains 1200 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 4888 members 
Mstep: Class 10 contains 103678 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 919 members 
Mstep: Class 14 contains 15006 members 
Mstep: Class 15 contains 99365 members 
Mstep: Class 16 contains 177420 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 110738 members 
Mstep: Class 19 contains 104948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160155360.000000 Penalty: 60887.851562
Iteration 6F: 19 clusters Score -1.601554e+08 nChanged 75149
Entering Unmasked Mstep 
Mstep: Class 0 contains 522 members 
Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 108705 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 6175 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 1339 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 10 contains 109819 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 100933 members 
Mstep: Class 16 contains 164115 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 112209 members 
Mstep: Class 19 contains 106243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160188608.000000 Penalty: 60887.851562
Iteration 7F: 19 clusters Score -1.601886e+08 nChanged 61394
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 111415 members 
Mstep: Class 3 contains 858 members 
Mstep: Class 4 contains 7322 members 
Mstep: Class 5 contains 1340 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 112259 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 14 contains 19064 members 
Mstep: Class 15 contains 101729 members 
Mstep: Class 16 contains 154408 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 109543 members 
Mstep: Class 19 contains 106571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160221440.000000 Penalty: 60887.851562
Iteration 8F: 19 clusters Score -1.602214e+08 nChanged 52823
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 110256 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 8761 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 113669 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 14 contains 21483 members 
Mstep: Class 15 contains 101679 members 
Mstep: Class 16 contains 147628 members 
Mstep: Class 17 contains 3325 members 
Mstep: Class 18 contains 110213 members 
Mstep: Class 19 contains 106362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160248928.000000 Penalty: 60887.851562
Iteration 9F: 19 clusters Score -1.602489e+08 nChanged 46229
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 111211 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 8 contains 7435 members 
Mstep: Class 9 contains 6790 members 
Mstep: Class 10 contains 113623 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 14 contains 24027 members 
Mstep: Class 15 contains 101151 members 
Mstep: Class 16 contains 143017 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 108532 members 
Mstep: Class 19 contains 105812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160273760.000000 Penalty: 60887.851562
Iteration 10F: 19 clusters Score -1.602738e+08 nChanged 42785
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 110899 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 12636 members 
Mstep: Class 5 contains 1493 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 7568 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 113017 members 
Mstep: Class 11 contains 1392 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 14 contains 26652 members 
Mstep: Class 15 contains 100291 members 
Mstep: Class 16 contains 139548 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 18 contains 108430 members 
Mstep: Class 19 contains 104917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160298464.000000 Penalty: 60887.851562
Iteration 11F: 19 clusters Score -1.602985e+08 nChanged 40212
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 111070 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 10 contains 111776 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 14 contains 29364 members 
Mstep: Class 15 contains 98921 members 
Mstep: Class 16 contains 136931 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 107054 members 
Mstep: Class 19 contains 104342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160322992.000000 Penalty: 60887.851562
Iteration 12Q: 19 clusters Score -1.60323e+08 nChanged 37359
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 95416 members 
Mstep: Class 2 contains 110152 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 20415 members 
Mstep: Class 5 contains 1494 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 7693 members 
Mstep: Class 9 contains 8400 members 
Mstep: Class 10 contains 110610 members 
Mstep: Class 11 contains 1370 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 14 contains 32020 members 
Mstep: Class 15 contains 96940 members 
Mstep: Class 16 contains 134970 members 
Mstep: Class 17 contains 4093 members 
Mstep: Class 18 contains 106317 members 
Mstep: Class 19 contains 103338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160350576.000000 Penalty: 60887.851562
Iteration 13Q: 19 clusters Score -1.603506e+08 nChanged 36266
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 108814 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 27625 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 7732 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 108945 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 14 contains 34701 members 
Mstep: Class 15 contains 93819 members 
Mstep: Class 16 contains 133544 members 
Mstep: Class 17 contains 4335 members 
Mstep: Class 18 contains 104465 members 
Mstep: Class 19 contains 102375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160382816.000000 Penalty: 60887.851562
Iteration 14Q: 19 clusters Score -1.603828e+08 nChanged 37977
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 106392 members 
Mstep: Class 3 contains 1162 members 
Mstep: Class 4 contains 38815 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 2237 members 
Mstep: Class 8 contains 7765 members 
Mstep: Class 9 contains 9598 members 
Mstep: Class 10 contains 107362 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 14 contains 37153 members 
Mstep: Class 15 contains 89364 members 
Mstep: Class 16 contains 132229 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 18 contains 102393 members 
Mstep: Class 19 contains 100391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160419632.000000 Penalty: 60887.851562
Iteration 15Q: 19 clusters Score -1.604196e+08 nChanged 41802
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 103431 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 53508 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 1234 members 
Mstep: Class 7 contains 2421 members 
Mstep: Class 8 contains 7811 members 
Mstep: Class 9 contains 10383 members 
Mstep: Class 10 contains 105148 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 14 contains 39446 members 
Mstep: Class 15 contains 83994 members 
Mstep: Class 16 contains 130890 members 
Mstep: Class 17 contains 4857 members 
Mstep: Class 18 contains 99843 members 
Mstep: Class 19 contains 97633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160439664.000000 Penalty: 60887.851562
Iteration 16Q: 19 clusters Score -1.604397e+08 nChanged 37306
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 1242 members 
Mstep: Class 4 contains 59910 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 7897 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 103346 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 14 contains 41434 members 
Mstep: Class 15 contains 81338 members 
Mstep: Class 16 contains 129985 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 99425 members 
Mstep: Class 19 contains 94779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160451456.000000 Penalty: 60887.851562
Iteration 17Q: 19 clusters Score -1.604515e+08 nChanged 31862
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 101569 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 62869 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 12871 members 
Mstep: Class 10 contains 101703 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 14 contains 43356 members 
Mstep: Class 15 contains 79608 members 
Mstep: Class 16 contains 129394 members 
Mstep: Class 17 contains 5452 members 
Mstep: Class 18 contains 99594 members 
Mstep: Class 19 contains 92647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160465856.000000 Penalty: 60887.851562
Iteration 18Q: 19 clusters Score -1.604659e+08 nChanged 27104
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 100304 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 65306 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 14681 members 
Mstep: Class 10 contains 99944 members 
Mstep: Class 11 contains 1363 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 14 contains 45052 members 
Mstep: Class 15 contains 78068 members 
Mstep: Class 16 contains 128781 members 
Mstep: Class 17 contains 5755 members 
Mstep: Class 18 contains 99476 members 
Mstep: Class 19 contains 91694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160477616.000000 Penalty: 60887.851562
Iteration 19Q: 19 clusters Score -1.604776e+08 nChanged 23973
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 99169 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 66605 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 2952 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 17033 members 
Mstep: Class 10 contains 97942 members 
Mstep: Class 11 contains 1364 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 14 contains 46671 members 
Mstep: Class 15 contains 76615 members 
Mstep: Class 16 contains 128213 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 99415 members 
Mstep: Class 19 contains 91527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160490208.000000 Penalty: 60887.851562
Iteration 20F: 19 clusters Score -1.604902e+08 nChanged 23590
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 98124 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 68210 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 7978 members 
Mstep: Class 9 contains 20348 members 
Mstep: Class 10 contains 95558 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 14 contains 48054 members 
Mstep: Class 15 contains 75088 members 
Mstep: Class 16 contains 127454 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 98989 members 
Mstep: Class 19 contains 91280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160500896.000000 Penalty: 60887.851562
Iteration 21Q: 19 clusters Score -1.605009e+08 nChanged 22847
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 97277 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 68854 members 
Mstep: Class 5 contains 1489 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 3348 members 
Mstep: Class 8 contains 7941 members 
Mstep: Class 9 contains 25095 members 
Mstep: Class 10 contains 93013 members 
Mstep: Class 11 contains 1366 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 14 contains 49162 members 
Mstep: Class 15 contains 73355 members 
Mstep: Class 16 contains 126633 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 98906 members 
Mstep: Class 19 contains 91046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160512624.000000 Penalty: 60887.851562
Iteration 22Q: 19 clusters Score -1.605126e+08 nChanged 23758
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 96361 members 
Mstep: Class 3 contains 1587 members 
Mstep: Class 4 contains 69257 members 
Mstep: Class 5 contains 1494 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 7877 members 
Mstep: Class 9 contains 31695 members 
Mstep: Class 10 contains 89897 members 
Mstep: Class 11 contains 1368 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 14 contains 49912 members 
Mstep: Class 15 contains 71227 members 
Mstep: Class 16 contains 125525 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 98782 members 
Mstep: Class 19 contains 90890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160528496.000000 Penalty: 60887.851562
Iteration 23Q: 19 clusters Score -1.605285e+08 nChanged 25901
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 95434 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 68979 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 40682 members 
Mstep: Class 10 contains 86639 members 
Mstep: Class 11 contains 1372 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 14 contains 50364 members 
Mstep: Class 15 contains 68648 members 
Mstep: Class 16 contains 124090 members 
Mstep: Class 17 contains 7506 members 
Mstep: Class 18 contains 98576 members 
Mstep: Class 19 contains 90660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160550976.000000 Penalty: 60887.851562
Iteration 24Q: 19 clusters Score -1.60551e+08 nChanged 27996
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 87267 members 
Mstep: Class 2 contains 94384 members 
Mstep: Class 3 contains 1724 members 
Mstep: Class 4 contains 68338 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 7710 members 
Mstep: Class 9 contains 51631 members 
Mstep: Class 10 contains 83529 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 14 contains 50852 members 
Mstep: Class 15 contains 66021 members 
Mstep: Class 16 contains 121963 members 
Mstep: Class 17 contains 7844 members 
Mstep: Class 18 contains 98154 members 
Mstep: Class 19 contains 90299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160574560.000000 Penalty: 60887.851562
Iteration 25Q: 19 clusters Score -1.605746e+08 nChanged 30414
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 93032 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 67291 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 63536 members 
Mstep: Class 10 contains 80308 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 14 contains 51923 members 
Mstep: Class 15 contains 64356 members 
Mstep: Class 16 contains 119163 members 
Mstep: Class 17 contains 8177 members 
Mstep: Class 18 contains 97629 members 
Mstep: Class 19 contains 89535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160587408.000000 Penalty: 60887.851562
Iteration 26Q: 19 clusters Score -1.605874e+08 nChanged 30477
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 91624 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 66243 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 1322 members 
Mstep: Class 7 contains 3915 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 71179 members 
Mstep: Class 10 contains 77789 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 14 contains 54300 members 
Mstep: Class 15 contains 64878 members 
Mstep: Class 16 contains 115723 members 
Mstep: Class 17 contains 8490 members 
Mstep: Class 18 contains 97024 members 
Mstep: Class 19 contains 88813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160590992.000000 Penalty: 60887.851562
Iteration 27Q: 19 clusters Score -1.60591e+08 nChanged 24449
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 90552 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 65540 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 7412 members 
Mstep: Class 9 contains 71853 members 
Mstep: Class 10 contains 77244 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 14 contains 58059 members 
Mstep: Class 15 contains 65845 members 
Mstep: Class 16 contains 112754 members 
Mstep: Class 17 contains 8753 members 
Mstep: Class 18 contains 96622 members 
Mstep: Class 19 contains 88336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160596496.000000 Penalty: 60887.851562
Iteration 28Q: 19 clusters Score -1.605965e+08 nChanged 20663
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 89822 members 
Mstep: Class 3 contains 1917 members 
Mstep: Class 4 contains 65004 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 4167 members 
Mstep: Class 8 contains 7351 members 
Mstep: Class 9 contains 71783 members 
Mstep: Class 10 contains 76263 members 
Mstep: Class 11 contains 1386 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 14 contains 62459 members 
Mstep: Class 15 contains 65985 members 
Mstep: Class 16 contains 110578 members 
Mstep: Class 17 contains 9053 members 
Mstep: Class 18 contains 96280 members 
Mstep: Class 19 contains 88046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160601952.000000 Penalty: 60887.851562
Iteration 29Q: 19 clusters Score -1.60602e+08 nChanged 19115
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 88912 members 
Mstep: Class 3 contains 1952 members 
Mstep: Class 4 contains 64582 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 71482 members 
Mstep: Class 10 contains 75095 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 14 contains 67182 members 
Mstep: Class 15 contains 66165 members 
Mstep: Class 16 contains 108678 members 
Mstep: Class 17 contains 9413 members 
Mstep: Class 18 contains 95956 members 
Mstep: Class 19 contains 87783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160607568.000000 Penalty: 60887.851562
Iteration 30Q: 19 clusters Score -1.606076e+08 nChanged 18327
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 87977 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 64326 members 
Mstep: Class 5 contains 1530 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 71037 members 
Mstep: Class 10 contains 73786 members 
Mstep: Class 11 contains 1394 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 14 contains 72151 members 
Mstep: Class 15 contains 66230 members 
Mstep: Class 16 contains 106992 members 
Mstep: Class 17 contains 9790 members 
Mstep: Class 18 contains 95505 members 
Mstep: Class 19 contains 87565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160612464.000000 Penalty: 60887.851562
Iteration 31Q: 19 clusters Score -1.606125e+08 nChanged 17801
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 86917 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 64025 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 70562 members 
Mstep: Class 10 contains 72491 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 14 contains 77322 members 
Mstep: Class 15 contains 66303 members 
Mstep: Class 16 contains 105467 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 94940 members 
Mstep: Class 19 contains 87484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160616608.000000 Penalty: 60887.851562
Iteration 32Q: 19 clusters Score -1.606166e+08 nChanged 17355
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 85957 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 63791 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 4368 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 69951 members 
Mstep: Class 10 contains 71308 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 14 contains 82577 members 
Mstep: Class 15 contains 66373 members 
Mstep: Class 16 contains 104085 members 
Mstep: Class 17 contains 10685 members 
Mstep: Class 18 contains 94227 members 
Mstep: Class 19 contains 87337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160619440.000000 Penalty: 60887.851562
Iteration 33Q: 19 clusters Score -1.606194e+08 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 85144 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 63576 members 
Mstep: Class 5 contains 1545 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 4374 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 69462 members 
Mstep: Class 10 contains 70314 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 14 contains 87459 members 
Mstep: Class 15 contains 66428 members 
Mstep: Class 16 contains 102768 members 
Mstep: Class 17 contains 11232 members 
Mstep: Class 18 contains 93336 members 
Mstep: Class 19 contains 87156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160618960.000000 Penalty: 60887.851562
Iteration 34Q: 19 clusters Score -1.60619e+08 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 84392 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 63315 members 
Mstep: Class 5 contains 1552 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 69388 members 
Mstep: Class 10 contains 69665 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 14 contains 91316 members 
Mstep: Class 15 contains 66511 members 
Mstep: Class 16 contains 101559 members 
Mstep: Class 17 contains 11804 members 
Mstep: Class 18 contains 92315 members 
Mstep: Class 19 contains 87019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160616560.000000 Penalty: 60887.851562
Iteration 35Q: 19 clusters Score -1.606166e+08 nChanged 14625
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 83679 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 63140 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 1446 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 69446 members 
Mstep: Class 10 contains 69307 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 14 contains 94163 members 
Mstep: Class 15 contains 66637 members 
Mstep: Class 16 contains 100365 members 
Mstep: Class 17 contains 12385 members 
Mstep: Class 18 contains 91508 members 
Mstep: Class 19 contains 86845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160614992.000000 Penalty: 60887.851562
Iteration 36Q: 19 clusters Score -1.60615e+08 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 83149 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 63037 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 4333 members 
Mstep: Class 8 contains 7359 members 
Mstep: Class 9 contains 69544 members 
Mstep: Class 10 contains 69083 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 14 contains 96266 members 
Mstep: Class 15 contains 66843 members 
Mstep: Class 16 contains 99077 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 18 contains 90722 members 
Mstep: Class 19 contains 86873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160611792.000000 Penalty: 60887.851562
Iteration 37Q: 19 clusters Score -1.606118e+08 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 82706 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 62938 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 69685 members 
Mstep: Class 10 contains 68928 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 14 contains 98008 members 
Mstep: Class 15 contains 67012 members 
Mstep: Class 16 contains 97909 members 
Mstep: Class 17 contains 13523 members 
Mstep: Class 18 contains 90008 members 
Mstep: Class 19 contains 86923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160608736.000000 Penalty: 60887.851562
Iteration 38Q: 19 clusters Score -1.606087e+08 nChanged 11743
Entering ConstructFrom: 
Score: -160608736.000000 Penalty: 60887.851562
Entering ConstructFrom: 
Trying to split cluster 1 (81323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Entering Unmasked Estep 
Score: -15399304.000000 Penalty: 2803.933594
	Iteration 0F: 2 clusters Score -1.53993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -15393997.000000 Penalty: 5607.867188
	Iteration 0F: 3 clusters Score -1.5394e+07 nChanged 38172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -15416201.000000 Penalty: 5607.867188
	Iteration 1F: 3 clusters Score -1.54162e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -15417448.000000 Penalty: 5607.867188
	Iteration 2F: 3 clusters Score -1.541745e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -15419583.000000 Penalty: 5607.867188
	Iteration 3F: 3 clusters Score -1.541958e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -15422043.000000 Penalty: 5607.867188
	Iteration 4F: 3 clusters Score -1.542204e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -15424519.000000 Penalty: 5607.867188
	Iteration 5F: 3 clusters Score -1.542452e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -15427140.000000 Penalty: 5607.867188
	Iteration 6F: 3 clusters Score -1.542714e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -15430092.000000 Penalty: 5607.867188
	Iteration 7F: 3 clusters Score -1.543009e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -15432433.000000 Penalty: 5607.867188
	Iteration 8F: 3 clusters Score -1.543243e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -15433484.000000 Penalty: 5607.867188
	Iteration 9Q: 3 clusters Score -1.543348e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -15433987.000000 Penalty: 5607.867188
	Iteration 10Q: 3 clusters Score -1.543399e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -15434002.000000 Penalty: 5607.867188
	Iteration 11Q: 3 clusters Score -1.5434e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -15434056.000000 Penalty: 5607.867188
	Iteration 12Q: 3 clusters Score -1.543406e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -15434113.000000 Penalty: 5607.867188
	Iteration 13Q: 3 clusters Score -1.543411e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -15434097.000000 Penalty: 5607.867188
	Iteration 14Q: 3 clusters Score -1.54341e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -15434145.000000 Penalty: 5607.867188
	Iteration 15Q: 3 clusters Score -1.543414e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -15434172.000000 Penalty: 5607.867188
	Iteration 16Q: 3 clusters Score -1.543417e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -15434165.000000 Penalty: 5607.867188
	Iteration 17Q: 3 clusters Score -1.543416e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -15434183.000000 Penalty: 5607.867188
	Iteration 18Q: 3 clusters Score -1.543418e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -15434248.000000 Penalty: 5607.867188
	Iteration 19Q: 3 clusters Score -1.543425e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -15434310.000000 Penalty: 5607.867188
	Iteration 20F: 3 clusters Score -1.543431e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -15434327.000000 Penalty: 5607.867188
	Iteration 21Q: 3 clusters Score -1.543433e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -15434376.000000 Penalty: 5607.867188
	Iteration 22Q: 3 clusters Score -1.543438e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -15434432.000000 Penalty: 5607.867188
	Iteration 23Q: 3 clusters Score -1.543443e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -15434437.000000 Penalty: 5607.867188
	Iteration 24Q: 3 clusters Score -1.543444e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -15434465.000000 Penalty: 5607.867188
	Iteration 25Q: 3 clusters Score -1.543446e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -15434477.000000 Penalty: 5607.867188
	Iteration 26Q: 3 clusters Score -1.543448e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -15434452.000000 Penalty: 5607.867188
	Iteration 27Q: 3 clusters Score -1.543445e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -15434525.000000 Penalty: 5607.867188
	Iteration 28Q: 3 clusters Score -1.543452e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -15434531.000000 Penalty: 5607.867188
	Iteration 29Q: 3 clusters Score -1.543453e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -15434584.000000 Penalty: 5607.867188
	Iteration 30Q: 3 clusters Score -1.543458e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -15434609.000000 Penalty: 5607.867188
	Iteration 31Q: 3 clusters Score -1.543461e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -15434626.000000 Penalty: 5607.867188
	Iteration 32Q: 3 clusters Score -1.543463e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -15434628.000000 Penalty: 5607.867188
	Iteration 33Q: 3 clusters Score -1.543463e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -15434664.000000 Penalty: 5607.867188
	Iteration 34Q: 3 clusters Score -1.543466e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -15434720.000000 Penalty: 5607.867188
	Iteration 35Q: 3 clusters Score -1.543472e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -15434752.000000 Penalty: 5607.867188
	Iteration 36Q: 3 clusters Score -1.543475e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -15434748.000000 Penalty: 5607.867188
	Iteration 37Q: 3 clusters Score -1.543475e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -15434757.000000 Penalty: 5607.867188
	Iteration 38Q: 3 clusters Score -1.543476e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -15434783.000000 Penalty: 5607.867188
	Iteration 39Q: 3 clusters Score -1.543478e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -15434808.000000 Penalty: 5607.867188
	Iteration 40F: 3 clusters Score -1.543481e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -15434789.000000 Penalty: 5607.867188
	Iteration 41Q: 3 clusters Score -1.543479e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -15434770.000000 Penalty: 5607.867188
	Iteration 42Q: 3 clusters Score -1.543477e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -15434794.000000 Penalty: 5607.867188
	Iteration 43Q: 3 clusters Score -1.543479e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -15434784.000000 Penalty: 5607.867188
	Iteration 44Q: 3 clusters Score -1.543478e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -15434796.000000 Penalty: 5607.867188
	Iteration 45Q: 3 clusters Score -1.54348e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -15434790.000000 Penalty: 5607.867188
	Iteration 46Q: 3 clusters Score -1.543479e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -15434808.000000 Penalty: 5607.867188
	Iteration 47Q: 3 clusters Score -1.543481e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -15434799.000000 Penalty: 5607.867188
	Iteration 48Q: 3 clusters Score -1.54348e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -15434782.000000 Penalty: 5607.867188
	Iteration 49Q: 3 clusters Score -1.543478e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -15434810.000000 Penalty: 5607.867188
	Iteration 50Q: 3 clusters Score -1.543481e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -15434859.000000 Penalty: 5607.867188
	Iteration 51Q: 3 clusters Score -1.543486e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -15434871.000000 Penalty: 5607.867188
	Iteration 52Q: 3 clusters Score -1.543487e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -15434880.000000 Penalty: 5607.867188
	Iteration 53Q: 3 clusters Score -1.543488e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -15434915.000000 Penalty: 5607.867188
	Iteration 54Q: 3 clusters Score -1.543492e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -15434894.000000 Penalty: 5607.867188
	Iteration 55Q: 3 clusters Score -1.543489e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -15434923.000000 Penalty: 5607.867188
	Iteration 56Q: 3 clusters Score -1.543492e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -15434922.000000 Penalty: 5607.867188
	Iteration 57Q: 3 clusters Score -1.543492e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -15434906.000000 Penalty: 5607.867188
	Iteration 58Q: 3 clusters Score -1.543491e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -15434913.000000 Penalty: 5607.867188
	Iteration 59Q: 3 clusters Score -1.543491e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -15434897.000000 Penalty: 5607.867188
	Iteration 60F: 3 clusters Score -1.54349e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -15434901.000000 Penalty: 5607.867188
	Iteration 61Q: 3 clusters Score -1.54349e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -15434892.000000 Penalty: 5607.867188
	Iteration 62Q: 3 clusters Score -1.543489e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -15434875.000000 Penalty: 5607.867188
	Iteration 63Q: 3 clusters Score -1.543488e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -15434873.000000 Penalty: 5607.867188
	Iteration 64Q: 3 clusters Score -1.543487e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -15434878.000000 Penalty: 5607.867188
	Iteration 65Q: 3 clusters Score -1.543488e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -15434871.000000 Penalty: 5607.867188
	Iteration 66Q: 3 clusters Score -1.543487e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -15434889.000000 Penalty: 5607.867188
	Iteration 67Q: 3 clusters Score -1.543489e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -15434904.000000 Penalty: 5607.867188
	Iteration 68Q: 3 clusters Score -1.54349e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -15434931.000000 Penalty: 5607.867188
	Iteration 69Q: 3 clusters Score -1.543493e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -15434930.000000 Penalty: 5607.867188
	Iteration 70Q: 3 clusters Score -1.543493e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -15434937.000000 Penalty: 5607.867188
	Iteration 71Q: 3 clusters Score -1.543494e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -15434908.000000 Penalty: 5607.867188
	Iteration 72Q: 3 clusters Score -1.543491e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -15434905.000000 Penalty: 5607.867188
	Iteration 73Q: 3 clusters Score -1.54349e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -15434904.000000 Penalty: 5607.867188
	Iteration 74Q: 3 clusters Score -1.54349e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -15434901.000000 Penalty: 5607.867188
	Iteration 75Q: 3 clusters Score -1.54349e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -15434883.000000 Penalty: 5607.867188
	Iteration 76Q: 3 clusters Score -1.543488e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -15434873.000000 Penalty: 5607.867188
	Iteration 77Q: 3 clusters Score -1.543487e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -15434868.000000 Penalty: 5607.867188
	Iteration 78Q: 3 clusters Score -1.543487e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -15434832.000000 Penalty: 5607.867188
	Iteration 79Q: 3 clusters Score -1.543483e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -15434832.000000 Penalty: 5607.867188
	Iteration 80F: 3 clusters Score -1.543483e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -15434836.000000 Penalty: 5607.867188
	Iteration 81Q: 3 clusters Score -1.543484e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -15434811.000000 Penalty: 5607.867188
	Iteration 82Q: 3 clusters Score -1.543481e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -15434766.000000 Penalty: 5607.867188
	Iteration 83Q: 3 clusters Score -1.543477e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -15434807.000000 Penalty: 5607.867188
	Iteration 84Q: 3 clusters Score -1.543481e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -15434832.000000 Penalty: 5607.867188
	Iteration 85Q: 3 clusters Score -1.543483e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -15434842.000000 Penalty: 5607.867188
	Iteration 86Q: 3 clusters Score -1.543484e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -15434853.000000 Penalty: 5607.867188
	Iteration 87Q: 3 clusters Score -1.543485e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -15434855.000000 Penalty: 5607.867188
	Iteration 88Q: 3 clusters Score -1.543486e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -15434857.000000 Penalty: 5607.867188
	Iteration 89Q: 3 clusters Score -1.543486e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -15434838.000000 Penalty: 5607.867188
	Iteration 90Q: 3 clusters Score -1.543484e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -15434843.000000 Penalty: 5607.867188
	Iteration 91Q: 3 clusters Score -1.543484e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -15434847.000000 Penalty: 5607.867188
	Iteration 92Q: 3 clusters Score -1.543485e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -15434837.000000 Penalty: 5607.867188
	Iteration 93Q: 3 clusters Score -1.543484e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -15434864.000000 Penalty: 5607.867188
	Iteration 94Q: 3 clusters Score -1.543486e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -15434892.000000 Penalty: 5607.867188
	Iteration 95Q: 3 clusters Score -1.543489e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -15434876.000000 Penalty: 5607.867188
	Iteration 96Q: 3 clusters Score -1.543488e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -15434899.000000 Penalty: 5607.867188
	Iteration 97Q: 3 clusters Score -1.54349e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -15434890.000000 Penalty: 5607.867188
	Iteration 98Q: 3 clusters Score -1.543489e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -15434901.000000 Penalty: 5607.867188
	Iteration 99Q: 3 clusters Score -1.54349e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -15434920.000000 Penalty: 5607.867188
	Iteration 100F: 3 clusters Score -1.543492e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -15434929.000000 Penalty: 5607.867188
	Iteration 101Q: 3 clusters Score -1.543493e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -15434924.000000 Penalty: 5607.867188
	Iteration 102Q: 3 clusters Score -1.543492e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -15434935.000000 Penalty: 5607.867188
	Iteration 103Q: 3 clusters Score -1.543494e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -15434936.000000 Penalty: 5607.867188
	Iteration 104Q: 3 clusters Score -1.543494e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -15434970.000000 Penalty: 5607.867188
	Iteration 105Q: 3 clusters Score -1.543497e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -15434975.000000 Penalty: 5607.867188
	Iteration 106Q: 3 clusters Score -1.543498e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -15434982.000000 Penalty: 5607.867188
	Iteration 107Q: 3 clusters Score -1.543498e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -15434987.000000 Penalty: 5607.867188
	Iteration 108Q: 3 clusters Score -1.543499e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -15435023.000000 Penalty: 5607.867188
	Iteration 109Q: 3 clusters Score -1.543502e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -15434983.000000 Penalty: 5607.867188
	Iteration 110Q: 3 clusters Score -1.543498e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -15435003.000000 Penalty: 5607.867188
	Iteration 111Q: 3 clusters Score -1.5435e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -15435001.000000 Penalty: 5607.867188
	Iteration 112Q: 3 clusters Score -1.5435e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -15435016.000000 Penalty: 5607.867188
	Iteration 113Q: 3 clusters Score -1.543502e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -15435049.000000 Penalty: 5607.867188
	Iteration 114Q: 3 clusters Score -1.543505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -15435032.000000 Penalty: 5607.867188
	Iteration 115Q: 3 clusters Score -1.543503e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -15435038.000000 Penalty: 5607.867188
	Iteration 116Q: 3 clusters Score -1.543504e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -15435046.000000 Penalty: 5607.867188
	Iteration 117Q: 3 clusters Score -1.543505e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -15435044.000000 Penalty: 5607.867188
	Iteration 118Q: 3 clusters Score -1.543504e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -15435036.000000 Penalty: 5607.867188
	Iteration 119Q: 3 clusters Score -1.543504e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -15435040.000000 Penalty: 5607.867188
	Iteration 120F: 3 clusters Score -1.543504e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -15435029.000000 Penalty: 5607.867188
	Iteration 121Q: 3 clusters Score -1.543503e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -15435026.000000 Penalty: 5607.867188
	Iteration 122Q: 3 clusters Score -1.543503e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -15435025.000000 Penalty: 5607.867188
	Iteration 123Q: 3 clusters Score -1.543502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -15435030.000000 Penalty: 5607.867188
	Iteration 124Q: 3 clusters Score -1.543503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -15435033.000000 Penalty: 5607.867188
	Iteration 125Q: 3 clusters Score -1.543503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -15435024.000000 Penalty: 5607.867188
	Iteration 126Q: 3 clusters Score -1.543502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -15435026.000000 Penalty: 5607.867188
	Iteration 127Q: 3 clusters Score -1.543503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -15435011.000000 Penalty: 5607.867188
	Iteration 128Q: 3 clusters Score -1.543501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -15435014.000000 Penalty: 5607.867188
	Iteration 129Q: 3 clusters Score -1.543501e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -15435027.000000 Penalty: 5607.867188
	Iteration 130Q: 3 clusters Score -1.543503e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -15435010.000000 Penalty: 5607.867188
	Iteration 131Q: 3 clusters Score -1.543501e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -15435023.000000 Penalty: 5607.867188
	Iteration 132Q: 3 clusters Score -1.543502e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -15435032.000000 Penalty: 5607.867188
	Iteration 133Q: 3 clusters Score -1.543503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -15435017.000000 Penalty: 5607.867188
	Iteration 134Q: 3 clusters Score -1.543502e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -15435025.000000 Penalty: 5607.867188
	Iteration 135Q: 3 clusters Score -1.543502e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -15435033.000000 Penalty: 5607.867188
	Iteration 136Q: 3 clusters Score -1.543503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -15435017.000000 Penalty: 5607.867188
	Iteration 137Q: 3 clusters Score -1.543502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -15435021.000000 Penalty: 5607.867188
	Iteration 138Q: 3 clusters Score -1.543502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -15435045.000000 Penalty: 5607.867188
	Iteration 139Q: 3 clusters Score -1.543504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -15435020.000000 Penalty: 5607.867188
	Iteration 140F: 3 clusters Score -1.543502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -15435009.000000 Penalty: 5607.867188
	Iteration 141Q: 3 clusters Score -1.543501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -15435014.000000 Penalty: 5607.867188
	Iteration 142Q: 3 clusters Score -1.543501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -15435012.000000 Penalty: 5607.867188
	Iteration 143Q: 3 clusters Score -1.543501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -15435030.000000 Penalty: 5607.867188
	Iteration 144Q: 3 clusters Score -1.543503e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -15435013.000000 Penalty: 5607.867188
	Iteration 145Q: 3 clusters Score -1.543501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -15434997.000000 Penalty: 5607.867188
	Iteration 146Q: 3 clusters Score -1.5435e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -15435010.000000 Penalty: 5607.867188
	Iteration 147Q: 3 clusters Score -1.543501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -15435016.000000 Penalty: 5607.867188
	Iteration 148Q: 3 clusters Score -1.543502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -15435006.000000 Penalty: 5607.867188
	Iteration 149Q: 3 clusters Score -1.543501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -15435015.000000 Penalty: 5607.867188
	Iteration 150Q: 3 clusters Score -1.543502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -15435002.000000 Penalty: 5607.867188
	Iteration 151Q: 3 clusters Score -1.5435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -15434980.000000 Penalty: 5607.867188
	Iteration 152Q: 3 clusters Score -1.543498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -15434988.000000 Penalty: 5607.867188
	Iteration 153Q: 3 clusters Score -1.543499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -15434991.000000 Penalty: 5607.867188
	Iteration 154Q: 3 clusters Score -1.543499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -15434979.000000 Penalty: 5607.867188
	Iteration 155Q: 3 clusters Score -1.543498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -15434994.000000 Penalty: 5607.867188
	Iteration 156Q: 3 clusters Score -1.543499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -15434990.000000 Penalty: 5607.867188
	Iteration 157Q: 3 clusters Score -1.543499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -15434992.000000 Penalty: 5607.867188
	Iteration 158Q: 3 clusters Score -1.543499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -15434995.000000 Penalty: 5607.867188
	Iteration 159Q: 3 clusters Score -1.5435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -15434986.000000 Penalty: 5607.867188
	Iteration 160F: 3 clusters Score -1.543499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -15434993.000000 Penalty: 5607.867188
	Iteration 161Q: 3 clusters Score -1.543499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -15435002.000000 Penalty: 5607.867188
	Iteration 162Q: 3 clusters Score -1.5435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -15435003.000000 Penalty: 5607.867188
	Iteration 163Q: 3 clusters Score -1.5435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -15435010.000000 Penalty: 5607.867188
	Iteration 164Q: 3 clusters Score -1.543501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -15435005.000000 Penalty: 5607.867188
	Iteration 165Q: 3 clusters Score -1.5435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -15434993.000000 Penalty: 5607.867188
	Iteration 166Q: 3 clusters Score -1.543499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -15434996.000000 Penalty: 5607.867188
	Iteration 167Q: 3 clusters Score -1.5435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -15434994.000000 Penalty: 5607.867188
	Iteration 168Q: 3 clusters Score -1.543499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -15434973.000000 Penalty: 5607.867188
	Iteration 169Q: 3 clusters Score -1.543497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -15434969.000000 Penalty: 5607.867188
	Iteration 170Q: 3 clusters Score -1.543497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -15434973.000000 Penalty: 5607.867188
	Iteration 171Q: 3 clusters Score -1.543497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -15434968.000000 Penalty: 5607.867188
	Iteration 172Q: 3 clusters Score -1.543497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -15434965.000000 Penalty: 5607.867188
	Iteration 173Q: 3 clusters Score -1.543496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -15434971.000000 Penalty: 5607.867188
	Iteration 174Q: 3 clusters Score -1.543497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -15434974.000000 Penalty: 5607.867188
	Iteration 175Q: 3 clusters Score -1.543497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -15434978.000000 Penalty: 5607.867188
	Iteration 176Q: 3 clusters Score -1.543498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -15434989.000000 Penalty: 5607.867188
	Iteration 177Q: 3 clusters Score -1.543499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -15434981.000000 Penalty: 5607.867188
	Iteration 178Q: 3 clusters Score -1.543498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -15434981.000000 Penalty: 5607.867188
	Iteration 179F: 3 clusters Score -1.543498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 82314 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 62957 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 69725 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Entering Unmasked Estep 
Score: -160637744.000000 Penalty: 64270.507812
Splitting cluster 1 changes total score from -160608736.000000 to -160637744.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (82314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Entering Unmasked Estep 
Score: -15880132.000000 Penalty: 2806.937500
	Iteration 0F: 2 clusters Score -1.588013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -15883331.000000 Penalty: 5613.875000
	Iteration 0F: 3 clusters Score -1.588333e+07 nChanged 38878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -15905121.000000 Penalty: 5613.875000
	Iteration 1F: 3 clusters Score -1.590512e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -15906004.000000 Penalty: 5613.875000
	Iteration 2Q: 3 clusters Score -1.5906e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -15907149.000000 Penalty: 5613.875000
	Iteration 3Q: 3 clusters Score -1.590715e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -15908920.000000 Penalty: 5613.875000
	Iteration 4Q: 3 clusters Score -1.590892e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -15911490.000000 Penalty: 5613.875000
	Iteration 5F: 3 clusters Score -1.591149e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -15915149.000000 Penalty: 5613.875000
	Iteration 6F: 3 clusters Score -1.591515e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -15919726.000000 Penalty: 5613.875000
	Iteration 7F: 3 clusters Score -1.591973e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -15924253.000000 Penalty: 5613.875000
	Iteration 8F: 3 clusters Score -1.592425e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -15926841.000000 Penalty: 5613.875000
	Iteration 9F: 3 clusters Score -1.592684e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -15927815.000000 Penalty: 5613.875000
	Iteration 10Q: 3 clusters Score -1.592782e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -15928217.000000 Penalty: 5613.875000
	Iteration 11Q: 3 clusters Score -1.592822e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -15928547.000000 Penalty: 5613.875000
	Iteration 12Q: 3 clusters Score -1.592855e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -15928929.000000 Penalty: 5613.875000
	Iteration 13Q: 3 clusters Score -1.592893e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -15929046.000000 Penalty: 5613.875000
	Iteration 14Q: 3 clusters Score -1.592905e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -15929333.000000 Penalty: 5613.875000
	Iteration 15Q: 3 clusters Score -1.592933e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -15929485.000000 Penalty: 5613.875000
	Iteration 16Q: 3 clusters Score -1.592948e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -15929713.000000 Penalty: 5613.875000
	Iteration 17Q: 3 clusters Score -1.592971e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -15929816.000000 Penalty: 5613.875000
	Iteration 18Q: 3 clusters Score -1.592982e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -15929825.000000 Penalty: 5613.875000
	Iteration 19Q: 3 clusters Score -1.592982e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -15929903.000000 Penalty: 5613.875000
	Iteration 20F: 3 clusters Score -1.59299e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -15929952.000000 Penalty: 5613.875000
	Iteration 21Q: 3 clusters Score -1.592995e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -15929957.000000 Penalty: 5613.875000
	Iteration 22Q: 3 clusters Score -1.592996e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -15929924.000000 Penalty: 5613.875000
	Iteration 23Q: 3 clusters Score -1.592992e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -15929910.000000 Penalty: 5613.875000
	Iteration 24Q: 3 clusters Score -1.592991e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -15929941.000000 Penalty: 5613.875000
	Iteration 25Q: 3 clusters Score -1.592994e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -15929938.000000 Penalty: 5613.875000
	Iteration 26Q: 3 clusters Score -1.592994e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -15929909.000000 Penalty: 5613.875000
	Iteration 27Q: 3 clusters Score -1.592991e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -15929930.000000 Penalty: 5613.875000
	Iteration 28Q: 3 clusters Score -1.592993e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -15929943.000000 Penalty: 5613.875000
	Iteration 29Q: 3 clusters Score -1.592994e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -15929962.000000 Penalty: 5613.875000
	Iteration 30Q: 3 clusters Score -1.592996e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -15929991.000000 Penalty: 5613.875000
	Iteration 31Q: 3 clusters Score -1.592999e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -15930041.000000 Penalty: 5613.875000
	Iteration 32Q: 3 clusters Score -1.593004e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -15930047.000000 Penalty: 5613.875000
	Iteration 33Q: 3 clusters Score -1.593005e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -15930058.000000 Penalty: 5613.875000
	Iteration 34Q: 3 clusters Score -1.593006e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -15930076.000000 Penalty: 5613.875000
	Iteration 35Q: 3 clusters Score -1.593008e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -15930107.000000 Penalty: 5613.875000
	Iteration 36Q: 3 clusters Score -1.593011e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -15930099.000000 Penalty: 5613.875000
	Iteration 37Q: 3 clusters Score -1.59301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -15930133.000000 Penalty: 5613.875000
	Iteration 38Q: 3 clusters Score -1.593013e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -15930164.000000 Penalty: 5613.875000
	Iteration 39Q: 3 clusters Score -1.593016e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -15930189.000000 Penalty: 5613.875000
	Iteration 40F: 3 clusters Score -1.593019e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -15930214.000000 Penalty: 5613.875000
	Iteration 41Q: 3 clusters Score -1.593021e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -15930227.000000 Penalty: 5613.875000
	Iteration 42Q: 3 clusters Score -1.593023e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -15930237.000000 Penalty: 5613.875000
	Iteration 43Q: 3 clusters Score -1.593024e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -15930233.000000 Penalty: 5613.875000
	Iteration 44Q: 3 clusters Score -1.593023e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -15930237.000000 Penalty: 5613.875000
	Iteration 45Q: 3 clusters Score -1.593024e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -15930221.000000 Penalty: 5613.875000
	Iteration 46Q: 3 clusters Score -1.593022e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -15930226.000000 Penalty: 5613.875000
	Iteration 47Q: 3 clusters Score -1.593023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -15930240.000000 Penalty: 5613.875000
	Iteration 48Q: 3 clusters Score -1.593024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -15930268.000000 Penalty: 5613.875000
	Iteration 49Q: 3 clusters Score -1.593027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -15930271.000000 Penalty: 5613.875000
	Iteration 50Q: 3 clusters Score -1.593027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -15930272.000000 Penalty: 5613.875000
	Iteration 51Q: 3 clusters Score -1.593027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -15930281.000000 Penalty: 5613.875000
	Iteration 52Q: 3 clusters Score -1.593028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -15930289.000000 Penalty: 5613.875000
	Iteration 53Q: 3 clusters Score -1.593029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -15930281.000000 Penalty: 5613.875000
	Iteration 54Q: 3 clusters Score -1.593028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -15930282.000000 Penalty: 5613.875000
	Iteration 55Q: 3 clusters Score -1.593028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -15930273.000000 Penalty: 5613.875000
	Iteration 56Q: 3 clusters Score -1.593027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -15930266.000000 Penalty: 5613.875000
	Iteration 57Q: 3 clusters Score -1.593027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -15930275.000000 Penalty: 5613.875000
	Iteration 58Q: 3 clusters Score -1.593028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -15930287.000000 Penalty: 5613.875000
	Iteration 59Q: 3 clusters Score -1.593029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -15930278.000000 Penalty: 5613.875000
	Iteration 60F: 3 clusters Score -1.593028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -15930283.000000 Penalty: 5613.875000
	Iteration 61Q: 3 clusters Score -1.593028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -15930281.000000 Penalty: 5613.875000
	Iteration 62Q: 3 clusters Score -1.593028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -15930293.000000 Penalty: 5613.875000
	Iteration 63Q: 3 clusters Score -1.593029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -15930288.000000 Penalty: 5613.875000
	Iteration 64Q: 3 clusters Score -1.593029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -15930289.000000 Penalty: 5613.875000
	Iteration 65Q: 3 clusters Score -1.593029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -15930299.000000 Penalty: 5613.875000
	Iteration 66Q: 3 clusters Score -1.59303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -15930304.000000 Penalty: 5613.875000
	Iteration 67Q: 3 clusters Score -1.59303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -15930307.000000 Penalty: 5613.875000
	Iteration 68Q: 3 clusters Score -1.593031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -15930307.000000 Penalty: 5613.875000
	Iteration 69Q: 3 clusters Score -1.593031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -15930312.000000 Penalty: 5613.875000
	Iteration 70Q: 3 clusters Score -1.593031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -15930292.000000 Penalty: 5613.875000
	Iteration 71Q: 3 clusters Score -1.593029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -15930282.000000 Penalty: 5613.875000
	Iteration 72Q: 3 clusters Score -1.593028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -15930283.000000 Penalty: 5613.875000
	Iteration 73Q: 3 clusters Score -1.593028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -15930283.000000 Penalty: 5613.875000
	Iteration 74F: 3 clusters Score -1.593028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 62957 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 69725 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Entering Unmasked Estep 
Score: -160680176.000000 Penalty: 67653.164062
Splitting cluster 2 changes total score from -160608736.000000 to -160680176.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -306485.062500 Penalty: 1915.772339
	Iteration 0F: 2 clusters Score -306485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -304443.562500 Penalty: 3831.544678
	Iteration 0F: 3 clusters Score -304443.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -309765.312500 Penalty: 3831.544678
	Iteration 1F: 3 clusters Score -309765.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -312175.843750 Penalty: 3831.544678
	Iteration 2F: 3 clusters Score -312175.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -313263.250000 Penalty: 3831.544678
	Iteration 3F: 3 clusters Score -313263.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -314963.687500 Penalty: 3831.544678
	Iteration 4Q: 3 clusters Score -314963.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -315057.593750 Penalty: 3831.544678
	Iteration 5Q: 3 clusters Score -315057.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -315105.625000 Penalty: 3831.544678
	Iteration 6Q: 3 clusters Score -315105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -315130.843750 Penalty: 3831.544678
	Iteration 7Q: 3 clusters Score -315130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -315169.343750 Penalty: 3831.544678
	Iteration 8Q: 3 clusters Score -315169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -315194.500000 Penalty: 3831.544678
	Iteration 9Q: 3 clusters Score -315194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -315205.781250 Penalty: 3831.544678
	Iteration 10Q: 3 clusters Score -315205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -315232.000000 Penalty: 3831.544678
	Iteration 11Q: 3 clusters Score -315232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -315246.062500 Penalty: 3831.544678
	Iteration 12Q: 3 clusters Score -315246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -315264.750000 Penalty: 3831.544678
	Iteration 13Q: 3 clusters Score -315264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -315272.968750 Penalty: 3831.544678
	Iteration 14Q: 3 clusters Score -315273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -315275.781250 Penalty: 3831.544678
	Iteration 15Q: 3 clusters Score -315275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -315279.750000 Penalty: 3831.544678
	Iteration 16Q: 3 clusters Score -315279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -315281.437500 Penalty: 3831.544678
	Iteration 17Q: 3 clusters Score -315281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -315283.718750 Penalty: 3831.544678
	Iteration 18Q: 3 clusters Score -315283.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -315302.593750 Penalty: 3831.544678
	Iteration 19Q: 3 clusters Score -315302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -315336.187500 Penalty: 3831.544678
	Iteration 20F: 3 clusters Score -315336.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -315366.250000 Penalty: 3831.544678
	Iteration 21Q: 3 clusters Score -315366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -315384.968750 Penalty: 3831.544678
	Iteration 22Q: 3 clusters Score -315385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -315399.093750 Penalty: 3831.544678
	Iteration 23Q: 3 clusters Score -315399.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -315414.250000 Penalty: 3831.544678
	Iteration 24Q: 3 clusters Score -315414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -315432.937500 Penalty: 3831.544678
	Iteration 25Q: 3 clusters Score -315432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -315453.031250 Penalty: 3831.544678
	Iteration 26Q: 3 clusters Score -315453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -315467.468750 Penalty: 3831.544678
	Iteration 27Q: 3 clusters Score -315467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -315472.375000 Penalty: 3831.544678
	Iteration 28Q: 3 clusters Score -315472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -315485.343750 Penalty: 3831.544678
	Iteration 29Q: 3 clusters Score -315485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315487.250000 Penalty: 3831.544678
	Iteration 30Q: 3 clusters Score -315487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -315492.468750 Penalty: 3831.544678
	Iteration 31Q: 3 clusters Score -315492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -315494.906250 Penalty: 3831.544678
	Iteration 32Q: 3 clusters Score -315494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -315496.000000 Penalty: 3831.544678
	Iteration 33Q: 3 clusters Score -315496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -315498.187500 Penalty: 3831.544678
	Iteration 34Q: 3 clusters Score -315498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -315502.875000 Penalty: 3831.544678
	Iteration 35Q: 3 clusters Score -315502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -315504.531250 Penalty: 3831.544678
	Iteration 36Q: 3 clusters Score -315504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -315504.531250 Penalty: 3831.544678
	Iteration 37F: 3 clusters Score -315504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 62957 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 69725 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Entering Unmasked Estep 
Score: -160686416.000000 Penalty: 71035.828125
Splitting cluster 3 changes total score from -160608736.000000 to -160686416.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (62957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Entering Unmasked Estep 
Score: -12430143.000000 Penalty: 2740.451416
	Iteration 0F: 2 clusters Score -1.243014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -12434401.000000 Penalty: 5480.902832
	Iteration 0F: 3 clusters Score -1.24344e+07 nChanged 29518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -12451130.000000 Penalty: 5480.902832
	Iteration 1F: 3 clusters Score -1.245113e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -12451947.000000 Penalty: 5480.902832
	Iteration 2F: 3 clusters Score -1.245195e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -12452891.000000 Penalty: 5480.902832
	Iteration 3F: 3 clusters Score -1.245289e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -12453798.000000 Penalty: 5480.902832
	Iteration 4Q: 3 clusters Score -1.24538e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -12454825.000000 Penalty: 5480.902832
	Iteration 5Q: 3 clusters Score -1.245482e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -12456206.000000 Penalty: 5480.902832
	Iteration 6F: 3 clusters Score -1.245621e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -12457832.000000 Penalty: 5480.902832
	Iteration 7F: 3 clusters Score -1.245783e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -12459489.000000 Penalty: 5480.902832
	Iteration 8F: 3 clusters Score -1.245949e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -12460812.000000 Penalty: 5480.902832
	Iteration 9F: 3 clusters Score -1.246081e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -12461770.000000 Penalty: 5480.902832
	Iteration 10Q: 3 clusters Score -1.246177e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -12462128.000000 Penalty: 5480.902832
	Iteration 11Q: 3 clusters Score -1.246213e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -12462223.000000 Penalty: 5480.902832
	Iteration 12Q: 3 clusters Score -1.246222e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -12462215.000000 Penalty: 5480.902832
	Iteration 13Q: 3 clusters Score -1.246222e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -12462173.000000 Penalty: 5480.902832
	Iteration 14Q: 3 clusters Score -1.246217e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -12462091.000000 Penalty: 5480.902832
	Iteration 15Q: 3 clusters Score -1.246209e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -12462021.000000 Penalty: 5480.902832
	Iteration 16Q: 3 clusters Score -1.246202e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -12461967.000000 Penalty: 5480.902832
	Iteration 17Q: 3 clusters Score -1.246197e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -12461919.000000 Penalty: 5480.902832
	Iteration 18Q: 3 clusters Score -1.246192e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -12461743.000000 Penalty: 5480.902832
	Iteration 19Q: 3 clusters Score -1.246174e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -12461716.000000 Penalty: 5480.902832
	Iteration 20F: 3 clusters Score -1.246172e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -12461682.000000 Penalty: 5480.902832
	Iteration 21Q: 3 clusters Score -1.246168e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -12461615.000000 Penalty: 5480.902832
	Iteration 22Q: 3 clusters Score -1.246162e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -12461607.000000 Penalty: 5480.902832
	Iteration 23Q: 3 clusters Score -1.246161e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -12461452.000000 Penalty: 5480.902832
	Iteration 24Q: 3 clusters Score -1.246145e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -12461376.000000 Penalty: 5480.902832
	Iteration 25Q: 3 clusters Score -1.246138e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -12461332.000000 Penalty: 5480.902832
	Iteration 26Q: 3 clusters Score -1.246133e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -12461286.000000 Penalty: 5480.902832
	Iteration 27Q: 3 clusters Score -1.246129e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -12461267.000000 Penalty: 5480.902832
	Iteration 28Q: 3 clusters Score -1.246127e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -12461169.000000 Penalty: 5480.902832
	Iteration 29Q: 3 clusters Score -1.246117e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -12461122.000000 Penalty: 5480.902832
	Iteration 30Q: 3 clusters Score -1.246112e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -12461094.000000 Penalty: 5480.902832
	Iteration 31Q: 3 clusters Score -1.246109e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -12461149.000000 Penalty: 5480.902832
	Iteration 32Q: 3 clusters Score -1.246115e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -12461160.000000 Penalty: 5480.902832
	Iteration 33Q: 3 clusters Score -1.246116e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -12461136.000000 Penalty: 5480.902832
	Iteration 34Q: 3 clusters Score -1.246114e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -12461074.000000 Penalty: 5480.902832
	Iteration 35Q: 3 clusters Score -1.246107e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -12461085.000000 Penalty: 5480.902832
	Iteration 36Q: 3 clusters Score -1.246108e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -12461090.000000 Penalty: 5480.902832
	Iteration 37Q: 3 clusters Score -1.246109e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -12461090.000000 Penalty: 5480.902832
	Iteration 38Q: 3 clusters Score -1.246109e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -12461111.000000 Penalty: 5480.902832
	Iteration 39Q: 3 clusters Score -1.246111e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -12461153.000000 Penalty: 5480.902832
	Iteration 40F: 3 clusters Score -1.246115e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -12461181.000000 Penalty: 5480.902832
	Iteration 41Q: 3 clusters Score -1.246118e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -12461265.000000 Penalty: 5480.902832
	Iteration 42Q: 3 clusters Score -1.246126e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -12461310.000000 Penalty: 5480.902832
	Iteration 43Q: 3 clusters Score -1.246131e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -12461360.000000 Penalty: 5480.902832
	Iteration 44Q: 3 clusters Score -1.246136e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -12461384.000000 Penalty: 5480.902832
	Iteration 45Q: 3 clusters Score -1.246138e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -12461427.000000 Penalty: 5480.902832
	Iteration 46Q: 3 clusters Score -1.246143e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -12461457.000000 Penalty: 5480.902832
	Iteration 47Q: 3 clusters Score -1.246146e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -12461455.000000 Penalty: 5480.902832
	Iteration 48Q: 3 clusters Score -1.246146e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -12461463.000000 Penalty: 5480.902832
	Iteration 49Q: 3 clusters Score -1.246146e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -12461433.000000 Penalty: 5480.902832
	Iteration 50Q: 3 clusters Score -1.246143e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -12461414.000000 Penalty: 5480.902832
	Iteration 51Q: 3 clusters Score -1.246141e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -12461426.000000 Penalty: 5480.902832
	Iteration 52Q: 3 clusters Score -1.246143e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -12461413.000000 Penalty: 5480.902832
	Iteration 53Q: 3 clusters Score -1.246141e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -12461425.000000 Penalty: 5480.902832
	Iteration 54Q: 3 clusters Score -1.246142e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -12461386.000000 Penalty: 5480.902832
	Iteration 55Q: 3 clusters Score -1.246139e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -12461392.000000 Penalty: 5480.902832
	Iteration 56Q: 3 clusters Score -1.246139e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -12461397.000000 Penalty: 5480.902832
	Iteration 57Q: 3 clusters Score -1.24614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -12461391.000000 Penalty: 5480.902832
	Iteration 58Q: 3 clusters Score -1.246139e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -12461395.000000 Penalty: 5480.902832
	Iteration 59Q: 3 clusters Score -1.24614e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -12461384.000000 Penalty: 5480.902832
	Iteration 60F: 3 clusters Score -1.246138e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -12461409.000000 Penalty: 5480.902832
	Iteration 61Q: 3 clusters Score -1.246141e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -12461415.000000 Penalty: 5480.902832
	Iteration 62Q: 3 clusters Score -1.246142e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -12461420.000000 Penalty: 5480.902832
	Iteration 63Q: 3 clusters Score -1.246142e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -12461412.000000 Penalty: 5480.902832
	Iteration 64Q: 3 clusters Score -1.246141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -12461416.000000 Penalty: 5480.902832
	Iteration 65Q: 3 clusters Score -1.246142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -12461399.000000 Penalty: 5480.902832
	Iteration 66Q: 3 clusters Score -1.24614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -12461377.000000 Penalty: 5480.902832
	Iteration 67Q: 3 clusters Score -1.246138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -12461383.000000 Penalty: 5480.902832
	Iteration 68Q: 3 clusters Score -1.246138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -12461405.000000 Penalty: 5480.902832
	Iteration 69Q: 3 clusters Score -1.24614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -12461399.000000 Penalty: 5480.902832
	Iteration 70Q: 3 clusters Score -1.24614e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -12461384.000000 Penalty: 5480.902832
	Iteration 71Q: 3 clusters Score -1.246138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -12461373.000000 Penalty: 5480.902832
	Iteration 72Q: 3 clusters Score -1.246137e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -12461366.000000 Penalty: 5480.902832
	Iteration 73Q: 3 clusters Score -1.246137e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -12461384.000000 Penalty: 5480.902832
	Iteration 74Q: 3 clusters Score -1.246138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -12461372.000000 Penalty: 5480.902832
	Iteration 75Q: 3 clusters Score -1.246137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -12461350.000000 Penalty: 5480.902832
	Iteration 76Q: 3 clusters Score -1.246135e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -12461354.000000 Penalty: 5480.902832
	Iteration 77Q: 3 clusters Score -1.246135e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -12461350.000000 Penalty: 5480.902832
	Iteration 78Q: 3 clusters Score -1.246135e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -12461327.000000 Penalty: 5480.902832
	Iteration 79Q: 3 clusters Score -1.246133e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -12461286.000000 Penalty: 5480.902832
	Iteration 80F: 3 clusters Score -1.246129e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -12461266.000000 Penalty: 5480.902832
	Iteration 81Q: 3 clusters Score -1.246127e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -12461254.000000 Penalty: 5480.902832
	Iteration 82Q: 3 clusters Score -1.246125e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -12461226.000000 Penalty: 5480.902832
	Iteration 83Q: 3 clusters Score -1.246123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -12461194.000000 Penalty: 5480.902832
	Iteration 84Q: 3 clusters Score -1.246119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -12461183.000000 Penalty: 5480.902832
	Iteration 85Q: 3 clusters Score -1.246118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -12461158.000000 Penalty: 5480.902832
	Iteration 86Q: 3 clusters Score -1.246116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -12461168.000000 Penalty: 5480.902832
	Iteration 87Q: 3 clusters Score -1.246117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -12461142.000000 Penalty: 5480.902832
	Iteration 88Q: 3 clusters Score -1.246114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -12461134.000000 Penalty: 5480.902832
	Iteration 89Q: 3 clusters Score -1.246113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -12461098.000000 Penalty: 5480.902832
	Iteration 90Q: 3 clusters Score -1.24611e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -12461075.000000 Penalty: 5480.902832
	Iteration 91Q: 3 clusters Score -1.246108e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -12461059.000000 Penalty: 5480.902832
	Iteration 92Q: 3 clusters Score -1.246106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -12461047.000000 Penalty: 5480.902832
	Iteration 93Q: 3 clusters Score -1.246105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -12461020.000000 Penalty: 5480.902832
	Iteration 94Q: 3 clusters Score -1.246102e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -12460981.000000 Penalty: 5480.902832
	Iteration 95Q: 3 clusters Score -1.246098e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -12460938.000000 Penalty: 5480.902832
	Iteration 96Q: 3 clusters Score -1.246094e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -12460896.000000 Penalty: 5480.902832
	Iteration 97Q: 3 clusters Score -1.24609e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -12460880.000000 Penalty: 5480.902832
	Iteration 98Q: 3 clusters Score -1.246088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -12460841.000000 Penalty: 5480.902832
	Iteration 99Q: 3 clusters Score -1.246084e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -12460787.000000 Penalty: 5480.902832
	Iteration 100F: 3 clusters Score -1.246079e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -12460744.000000 Penalty: 5480.902832
	Iteration 101Q: 3 clusters Score -1.246074e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -12460681.000000 Penalty: 5480.902832
	Iteration 102Q: 3 clusters Score -1.246068e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -12460644.000000 Penalty: 5480.902832
	Iteration 103Q: 3 clusters Score -1.246064e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -12460544.000000 Penalty: 5480.902832
	Iteration 104Q: 3 clusters Score -1.246054e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -12460520.000000 Penalty: 5480.902832
	Iteration 105Q: 3 clusters Score -1.246052e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -12460504.000000 Penalty: 5480.902832
	Iteration 106Q: 3 clusters Score -1.24605e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -12460472.000000 Penalty: 5480.902832
	Iteration 107Q: 3 clusters Score -1.246047e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -12460462.000000 Penalty: 5480.902832
	Iteration 108Q: 3 clusters Score -1.246046e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -12460423.000000 Penalty: 5480.902832
	Iteration 109Q: 3 clusters Score -1.246042e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -12460385.000000 Penalty: 5480.902832
	Iteration 110Q: 3 clusters Score -1.246038e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -12460362.000000 Penalty: 5480.902832
	Iteration 111Q: 3 clusters Score -1.246036e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -12460398.000000 Penalty: 5480.902832
	Iteration 112Q: 3 clusters Score -1.24604e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -12460424.000000 Penalty: 5480.902832
	Iteration 113Q: 3 clusters Score -1.246042e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -12460385.000000 Penalty: 5480.902832
	Iteration 114Q: 3 clusters Score -1.246038e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -12460361.000000 Penalty: 5480.902832
	Iteration 115Q: 3 clusters Score -1.246036e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -12460388.000000 Penalty: 5480.902832
	Iteration 116Q: 3 clusters Score -1.246039e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -12460377.000000 Penalty: 5480.902832
	Iteration 117Q: 3 clusters Score -1.246038e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -12460374.000000 Penalty: 5480.902832
	Iteration 118Q: 3 clusters Score -1.246037e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -12460372.000000 Penalty: 5480.902832
	Iteration 119Q: 3 clusters Score -1.246037e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -12460392.000000 Penalty: 5480.902832
	Iteration 120F: 3 clusters Score -1.246039e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -12460419.000000 Penalty: 5480.902832
	Iteration 121Q: 3 clusters Score -1.246042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -12460397.000000 Penalty: 5480.902832
	Iteration 122Q: 3 clusters Score -1.24604e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -12460370.000000 Penalty: 5480.902832
	Iteration 123Q: 3 clusters Score -1.246037e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -12460334.000000 Penalty: 5480.902832
	Iteration 124Q: 3 clusters Score -1.246033e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -12460344.000000 Penalty: 5480.902832
	Iteration 125Q: 3 clusters Score -1.246034e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -12460366.000000 Penalty: 5480.902832
	Iteration 126Q: 3 clusters Score -1.246037e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -12460358.000000 Penalty: 5480.902832
	Iteration 127Q: 3 clusters Score -1.246036e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -12460336.000000 Penalty: 5480.902832
	Iteration 128Q: 3 clusters Score -1.246034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -12460299.000000 Penalty: 5480.902832
	Iteration 129Q: 3 clusters Score -1.24603e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -12460316.000000 Penalty: 5480.902832
	Iteration 130Q: 3 clusters Score -1.246032e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -12460340.000000 Penalty: 5480.902832
	Iteration 131Q: 3 clusters Score -1.246034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -12460337.000000 Penalty: 5480.902832
	Iteration 132Q: 3 clusters Score -1.246034e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -12460309.000000 Penalty: 5480.902832
	Iteration 133Q: 3 clusters Score -1.246031e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -12460326.000000 Penalty: 5480.902832
	Iteration 134Q: 3 clusters Score -1.246033e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -12460341.000000 Penalty: 5480.902832
	Iteration 135Q: 3 clusters Score -1.246034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -12460330.000000 Penalty: 5480.902832
	Iteration 136Q: 3 clusters Score -1.246033e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -12460327.000000 Penalty: 5480.902832
	Iteration 137Q: 3 clusters Score -1.246033e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -12460350.000000 Penalty: 5480.902832
	Iteration 138Q: 3 clusters Score -1.246035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -12460338.000000 Penalty: 5480.902832
	Iteration 139Q: 3 clusters Score -1.246034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -12460352.000000 Penalty: 5480.902832
	Iteration 140F: 3 clusters Score -1.246035e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -12460377.000000 Penalty: 5480.902832
	Iteration 141Q: 3 clusters Score -1.246038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -12460406.000000 Penalty: 5480.902832
	Iteration 142Q: 3 clusters Score -1.246041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -12460417.000000 Penalty: 5480.902832
	Iteration 143Q: 3 clusters Score -1.246042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -12460428.000000 Penalty: 5480.902832
	Iteration 144Q: 3 clusters Score -1.246043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -12460429.000000 Penalty: 5480.902832
	Iteration 145Q: 3 clusters Score -1.246043e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -12460417.000000 Penalty: 5480.902832
	Iteration 146Q: 3 clusters Score -1.246042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -12460420.000000 Penalty: 5480.902832
	Iteration 147Q: 3 clusters Score -1.246042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -12460426.000000 Penalty: 5480.902832
	Iteration 148Q: 3 clusters Score -1.246043e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -12460444.000000 Penalty: 5480.902832
	Iteration 149Q: 3 clusters Score -1.246044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -12460446.000000 Penalty: 5480.902832
	Iteration 150Q: 3 clusters Score -1.246045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -12460443.000000 Penalty: 5480.902832
	Iteration 151Q: 3 clusters Score -1.246044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -12460471.000000 Penalty: 5480.902832
	Iteration 152Q: 3 clusters Score -1.246047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -12460457.000000 Penalty: 5480.902832
	Iteration 153Q: 3 clusters Score -1.246046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -12460466.000000 Penalty: 5480.902832
	Iteration 154Q: 3 clusters Score -1.246047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -12460491.000000 Penalty: 5480.902832
	Iteration 155Q: 3 clusters Score -1.246049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -12460479.000000 Penalty: 5480.902832
	Iteration 156Q: 3 clusters Score -1.246048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -12460491.000000 Penalty: 5480.902832
	Iteration 157Q: 3 clusters Score -1.246049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -12460489.000000 Penalty: 5480.902832
	Iteration 158Q: 3 clusters Score -1.246049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -12460483.000000 Penalty: 5480.902832
	Iteration 159Q: 3 clusters Score -1.246048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -12460482.000000 Penalty: 5480.902832
	Iteration 160F: 3 clusters Score -1.246048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -12460503.000000 Penalty: 5480.902832
	Iteration 161Q: 3 clusters Score -1.24605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -12460507.000000 Penalty: 5480.902832
	Iteration 162Q: 3 clusters Score -1.246051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -12460524.000000 Penalty: 5480.902832
	Iteration 163Q: 3 clusters Score -1.246052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -12460523.000000 Penalty: 5480.902832
	Iteration 164Q: 3 clusters Score -1.246052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -12460505.000000 Penalty: 5480.902832
	Iteration 165Q: 3 clusters Score -1.24605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -12460490.000000 Penalty: 5480.902832
	Iteration 166Q: 3 clusters Score -1.246049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -12460489.000000 Penalty: 5480.902832
	Iteration 167Q: 3 clusters Score -1.246049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -12460485.000000 Penalty: 5480.902832
	Iteration 168Q: 3 clusters Score -1.246048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -12460505.000000 Penalty: 5480.902832
	Iteration 169Q: 3 clusters Score -1.24605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -12460495.000000 Penalty: 5480.902832
	Iteration 170Q: 3 clusters Score -1.24605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -12460509.000000 Penalty: 5480.902832
	Iteration 171Q: 3 clusters Score -1.246051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -12460518.000000 Penalty: 5480.902832
	Iteration 172Q: 3 clusters Score -1.246052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -12460521.000000 Penalty: 5480.902832
	Iteration 173Q: 3 clusters Score -1.246052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -12460534.000000 Penalty: 5480.902832
	Iteration 174Q: 3 clusters Score -1.246053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -12460550.000000 Penalty: 5480.902832
	Iteration 175Q: 3 clusters Score -1.246055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -12460541.000000 Penalty: 5480.902832
	Iteration 176Q: 3 clusters Score -1.246054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -12460549.000000 Penalty: 5480.902832
	Iteration 177Q: 3 clusters Score -1.246055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -12460558.000000 Penalty: 5480.902832
	Iteration 178Q: 3 clusters Score -1.246056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -12460558.000000 Penalty: 5480.902832
	Iteration 179F: 3 clusters Score -1.246056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 69725 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Entering Unmasked Estep 
Score: -160717760.000000 Penalty: 74418.484375
Splitting cluster 4 changes total score from -160608736.000000 to -160717760.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -116124.843750 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -116124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -114806.296875 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -114806.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119876.218750 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -119876.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122851.046875 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -122851 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124735.437500 Penalty: 3654.070068
	Iteration 3F: 3 clusters Score -124735.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -125166.250000 Penalty: 3654.070068
	Iteration 4Q: 3 clusters Score -125166.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125359.828125 Penalty: 3654.070068
	Iteration 5Q: 3 clusters Score -125359.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -125469.820312 Penalty: 3654.070068
	Iteration 6Q: 3 clusters Score -125469.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125557.562500 Penalty: 3654.070068
	Iteration 7Q: 3 clusters Score -125557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -125581.859375 Penalty: 3654.070068
	Iteration 8Q: 3 clusters Score -125581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -125594.843750 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -125594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -125604.843750 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -125604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -125608.664062 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -125608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125611.101562 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -125611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125619.414062 Penalty: 3654.070068
	Iteration 13F: 3 clusters Score -125619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -125627.093750 Penalty: 3654.070068
	Iteration 14Q: 3 clusters Score -125627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -125630.625000 Penalty: 3654.070068
	Iteration 15Q: 3 clusters Score -125630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -125632.023438 Penalty: 3654.070068
	Iteration 16Q: 3 clusters Score -125632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -125632.023438 Penalty: 3654.070068
	Iteration 17F: 3 clusters Score -125632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 69725 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Entering Unmasked Estep 
Score: -160725616.000000 Penalty: 77801.140625
Splitting cluster 5 changes total score from -160608736.000000 to -160725616.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -245940.937500 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -245940.9 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 746 members 
Entering Unmasked Estep 
Score: -243757.484375 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -243757.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -244650.250000 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -244650.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -245385.031250 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -245385 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -245856.281250 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -245856.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -246034.781250 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -246034.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -246122.828125 Penalty: 3625.369141
	Iteration 5Q: 3 clusters Score -246122.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -246157.421875 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -246157.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -246184.250000 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -246184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -246212.578125 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -246212.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -246256.046875 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -246256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -246272.734375 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -246272.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -246284.937500 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -246284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -246286.625000 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -246286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -246288.843750 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -246288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -246290.421875 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -246290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -246290.421875 Penalty: 3625.369141
	Iteration 15F: 3 clusters Score -246290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 69725 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Entering Unmasked Estep 
Score: -160725344.000000 Penalty: 81183.796875
Splitting cluster 6 changes total score from -160608736.000000 to -160725344.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -784564.187500 Penalty: 2078.864746
	Iteration 0F: 2 clusters Score -784564.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -780647.687500 Penalty: 4157.729492
	Iteration 0F: 3 clusters Score -780647.7 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -783300.625000 Penalty: 4157.729492
	Iteration 1F: 3 clusters Score -783300.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -785347.062500 Penalty: 4157.729492
	Iteration 2F: 3 clusters Score -785347.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -786768.500000 Penalty: 4157.729492
	Iteration 3F: 3 clusters Score -786768.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -787542.875000 Penalty: 4157.729492
	Iteration 4F: 3 clusters Score -787542.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -788227.000000 Penalty: 4157.729492
	Iteration 5Q: 3 clusters Score -788227 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -788913.375000 Penalty: 4157.729492
	Iteration 6Q: 3 clusters Score -788913.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -789481.312500 Penalty: 4157.729492
	Iteration 7Q: 3 clusters Score -789481.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -789985.000000 Penalty: 4157.729492
	Iteration 8Q: 3 clusters Score -789985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -790247.562500 Penalty: 4157.729492
	Iteration 9Q: 3 clusters Score -790247.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -790498.875000 Penalty: 4157.729492
	Iteration 10Q: 3 clusters Score -790498.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -790714.125000 Penalty: 4157.729492
	Iteration 11Q: 3 clusters Score -790714.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -790879.250000 Penalty: 4157.729492
	Iteration 12Q: 3 clusters Score -790879.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -791036.062500 Penalty: 4157.729492
	Iteration 13Q: 3 clusters Score -791036.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -791239.562500 Penalty: 4157.729492
	Iteration 14Q: 3 clusters Score -791239.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -791380.062500 Penalty: 4157.729492
	Iteration 15Q: 3 clusters Score -791380.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -791427.937500 Penalty: 4157.729492
	Iteration 16Q: 3 clusters Score -791427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -791443.000000 Penalty: 4157.729492
	Iteration 17Q: 3 clusters Score -791443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -791451.937500 Penalty: 4157.729492
	Iteration 18Q: 3 clusters Score -791451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -791463.562500 Penalty: 4157.729492
	Iteration 19Q: 3 clusters Score -791463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -791486.250000 Penalty: 4157.729492
	Iteration 20F: 3 clusters Score -791486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -791512.187500 Penalty: 4157.729492
	Iteration 21Q: 3 clusters Score -791512.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -791533.312500 Penalty: 4157.729492
	Iteration 22Q: 3 clusters Score -791533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -791536.312500 Penalty: 4157.729492
	Iteration 23Q: 3 clusters Score -791536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -791536.312500 Penalty: 4157.729492
	Iteration 24F: 3 clusters Score -791536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 69725 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Entering Unmasked Estep 
Score: -160731104.000000 Penalty: 84566.460938
Splitting cluster 7 changes total score from -160608736.000000 to -160731104.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -1343854.875000 Penalty: 2210.360107
	Iteration 0F: 2 clusters Score -1343855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1338060.500000 Penalty: 4420.720215
	Iteration 0F: 3 clusters Score -1338060 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1341527.375000 Penalty: 4420.720215
	Iteration 1F: 3 clusters Score -1341527 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1345790.250000 Penalty: 4420.720215
	Iteration 2F: 3 clusters Score -1345790 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1350195.000000 Penalty: 4420.720215
	Iteration 3F: 3 clusters Score -1350195 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1351435.000000 Penalty: 4420.720215
	Iteration 4F: 3 clusters Score -1351435 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1351827.875000 Penalty: 4420.720215
	Iteration 5Q: 3 clusters Score -1351828 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1352028.125000 Penalty: 4420.720215
	Iteration 6Q: 3 clusters Score -1352028 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1352162.250000 Penalty: 4420.720215
	Iteration 7Q: 3 clusters Score -1352162 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1352258.875000 Penalty: 4420.720215
	Iteration 8Q: 3 clusters Score -1352259 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1352319.750000 Penalty: 4420.720215
	Iteration 9Q: 3 clusters Score -1352320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1352350.500000 Penalty: 4420.720215
	Iteration 10Q: 3 clusters Score -1352350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1352357.500000 Penalty: 4420.720215
	Iteration 11Q: 3 clusters Score -1352358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1352366.750000 Penalty: 4420.720215
	Iteration 12Q: 3 clusters Score -1352367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1352372.625000 Penalty: 4420.720215
	Iteration 13Q: 3 clusters Score -1352373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1352377.750000 Penalty: 4420.720215
	Iteration 14Q: 3 clusters Score -1352378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1352379.250000 Penalty: 4420.720215
	Iteration 15Q: 3 clusters Score -1352379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1352379.250000 Penalty: 4420.720215
	Iteration 16F: 3 clusters Score -1352379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 69725 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Entering Unmasked Estep 
Score: -160738272.000000 Penalty: 87949.117188
Splitting cluster 8 changes total score from -160608736.000000 to -160738272.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (69725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Entering Unmasked Estep 
Score: -13668130.000000 Penalty: 2765.773926
	Iteration 0F: 2 clusters Score -1.366813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -13664768.000000 Penalty: 5531.547852
	Iteration 0F: 3 clusters Score -1.366477e+07 nChanged 32645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -13683086.000000 Penalty: 5531.547852
	Iteration 1F: 3 clusters Score -1.368309e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -13684358.000000 Penalty: 5531.547852
	Iteration 2Q: 3 clusters Score -1.368436e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -13686295.000000 Penalty: 5531.547852
	Iteration 3F: 3 clusters Score -1.36863e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -13689205.000000 Penalty: 5531.547852
	Iteration 4F: 3 clusters Score -1.36892e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -13693345.000000 Penalty: 5531.547852
	Iteration 5F: 3 clusters Score -1.369334e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -13697071.000000 Penalty: 5531.547852
	Iteration 6F: 3 clusters Score -1.369707e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -13699021.000000 Penalty: 5531.547852
	Iteration 7F: 3 clusters Score -1.369902e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -13697846.000000 Penalty: 5531.547852
	Iteration 8F: 3 clusters Score -1.369785e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -13696240.000000 Penalty: 5531.547852
	Iteration 9Q: 3 clusters Score -1.369624e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -13695066.000000 Penalty: 5531.547852
	Iteration 10Q: 3 clusters Score -1.369507e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -13694188.000000 Penalty: 5531.547852
	Iteration 11Q: 3 clusters Score -1.369419e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -13693750.000000 Penalty: 5531.547852
	Iteration 12Q: 3 clusters Score -1.369375e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -13693541.000000 Penalty: 5531.547852
	Iteration 13Q: 3 clusters Score -1.369354e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -13693271.000000 Penalty: 5531.547852
	Iteration 14Q: 3 clusters Score -1.369327e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -13693155.000000 Penalty: 5531.547852
	Iteration 15Q: 3 clusters Score -1.369316e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -13693004.000000 Penalty: 5531.547852
	Iteration 16Q: 3 clusters Score -1.3693e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -13692927.000000 Penalty: 5531.547852
	Iteration 17Q: 3 clusters Score -1.369293e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -13692871.000000 Penalty: 5531.547852
	Iteration 18Q: 3 clusters Score -1.369287e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -13692824.000000 Penalty: 5531.547852
	Iteration 19Q: 3 clusters Score -1.369282e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -13692836.000000 Penalty: 5531.547852
	Iteration 20F: 3 clusters Score -1.369284e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -13692816.000000 Penalty: 5531.547852
	Iteration 21Q: 3 clusters Score -1.369282e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -13692795.000000 Penalty: 5531.547852
	Iteration 22Q: 3 clusters Score -1.36928e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -13692843.000000 Penalty: 5531.547852
	Iteration 23Q: 3 clusters Score -1.369284e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -13692924.000000 Penalty: 5531.547852
	Iteration 24Q: 3 clusters Score -1.369292e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -13692965.000000 Penalty: 5531.547852
	Iteration 25Q: 3 clusters Score -1.369296e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -13692971.000000 Penalty: 5531.547852
	Iteration 26Q: 3 clusters Score -1.369297e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -13693100.000000 Penalty: 5531.547852
	Iteration 27Q: 3 clusters Score -1.36931e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -13693114.000000 Penalty: 5531.547852
	Iteration 28Q: 3 clusters Score -1.369311e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -13693144.000000 Penalty: 5531.547852
	Iteration 29Q: 3 clusters Score -1.369314e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -13693165.000000 Penalty: 5531.547852
	Iteration 30Q: 3 clusters Score -1.369316e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -13693194.000000 Penalty: 5531.547852
	Iteration 31Q: 3 clusters Score -1.369319e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -13693380.000000 Penalty: 5531.547852
	Iteration 32Q: 3 clusters Score -1.369338e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -13693584.000000 Penalty: 5531.547852
	Iteration 33Q: 3 clusters Score -1.369358e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -13693781.000000 Penalty: 5531.547852
	Iteration 34Q: 3 clusters Score -1.369378e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -13693937.000000 Penalty: 5531.547852
	Iteration 35Q: 3 clusters Score -1.369394e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -13694140.000000 Penalty: 5531.547852
	Iteration 36Q: 3 clusters Score -1.369414e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -13694377.000000 Penalty: 5531.547852
	Iteration 37Q: 3 clusters Score -1.369438e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -13694539.000000 Penalty: 5531.547852
	Iteration 38Q: 3 clusters Score -1.369454e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -13694816.000000 Penalty: 5531.547852
	Iteration 39Q: 3 clusters Score -1.369482e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -13695054.000000 Penalty: 5531.547852
	Iteration 40F: 3 clusters Score -1.369505e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -13695263.000000 Penalty: 5531.547852
	Iteration 41Q: 3 clusters Score -1.369526e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -13695474.000000 Penalty: 5531.547852
	Iteration 42Q: 3 clusters Score -1.369547e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -13695700.000000 Penalty: 5531.547852
	Iteration 43Q: 3 clusters Score -1.36957e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -13695838.000000 Penalty: 5531.547852
	Iteration 44Q: 3 clusters Score -1.369584e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -13695923.000000 Penalty: 5531.547852
	Iteration 45Q: 3 clusters Score -1.369592e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -13696072.000000 Penalty: 5531.547852
	Iteration 46Q: 3 clusters Score -1.369607e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -13696125.000000 Penalty: 5531.547852
	Iteration 47Q: 3 clusters Score -1.369612e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -13696269.000000 Penalty: 5531.547852
	Iteration 48Q: 3 clusters Score -1.369627e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -13696435.000000 Penalty: 5531.547852
	Iteration 49Q: 3 clusters Score -1.369644e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -13696558.000000 Penalty: 5531.547852
	Iteration 50Q: 3 clusters Score -1.369656e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -13696654.000000 Penalty: 5531.547852
	Iteration 51Q: 3 clusters Score -1.369665e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -13696796.000000 Penalty: 5531.547852
	Iteration 52Q: 3 clusters Score -1.36968e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -13696864.000000 Penalty: 5531.547852
	Iteration 53Q: 3 clusters Score -1.369686e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -13696914.000000 Penalty: 5531.547852
	Iteration 54Q: 3 clusters Score -1.369691e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -13697008.000000 Penalty: 5531.547852
	Iteration 55Q: 3 clusters Score -1.369701e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -13697124.000000 Penalty: 5531.547852
	Iteration 56Q: 3 clusters Score -1.369712e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -13697194.000000 Penalty: 5531.547852
	Iteration 57Q: 3 clusters Score -1.369719e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -13697281.000000 Penalty: 5531.547852
	Iteration 58Q: 3 clusters Score -1.369728e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -13697351.000000 Penalty: 5531.547852
	Iteration 59Q: 3 clusters Score -1.369735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -13697398.000000 Penalty: 5531.547852
	Iteration 60F: 3 clusters Score -1.36974e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -13697425.000000 Penalty: 5531.547852
	Iteration 61Q: 3 clusters Score -1.369742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -13697448.000000 Penalty: 5531.547852
	Iteration 62Q: 3 clusters Score -1.369745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -13697511.000000 Penalty: 5531.547852
	Iteration 63Q: 3 clusters Score -1.369751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -13697540.000000 Penalty: 5531.547852
	Iteration 64Q: 3 clusters Score -1.369754e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -13697557.000000 Penalty: 5531.547852
	Iteration 65Q: 3 clusters Score -1.369756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -13697601.000000 Penalty: 5531.547852
	Iteration 66Q: 3 clusters Score -1.36976e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -13697628.000000 Penalty: 5531.547852
	Iteration 67Q: 3 clusters Score -1.369763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -13697658.000000 Penalty: 5531.547852
	Iteration 68Q: 3 clusters Score -1.369766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -13697660.000000 Penalty: 5531.547852
	Iteration 69Q: 3 clusters Score -1.369766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -13697688.000000 Penalty: 5531.547852
	Iteration 70Q: 3 clusters Score -1.369769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -13697718.000000 Penalty: 5531.547852
	Iteration 71Q: 3 clusters Score -1.369772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -13697710.000000 Penalty: 5531.547852
	Iteration 72Q: 3 clusters Score -1.369771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -13697730.000000 Penalty: 5531.547852
	Iteration 73Q: 3 clusters Score -1.369773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -13697720.000000 Penalty: 5531.547852
	Iteration 74Q: 3 clusters Score -1.369772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -13697715.000000 Penalty: 5531.547852
	Iteration 75Q: 3 clusters Score -1.369772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -13697724.000000 Penalty: 5531.547852
	Iteration 76Q: 3 clusters Score -1.369772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -13697728.000000 Penalty: 5531.547852
	Iteration 77Q: 3 clusters Score -1.369773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -13697735.000000 Penalty: 5531.547852
	Iteration 78Q: 3 clusters Score -1.369774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -13697741.000000 Penalty: 5531.547852
	Iteration 79Q: 3 clusters Score -1.369774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -13697737.000000 Penalty: 5531.547852
	Iteration 80F: 3 clusters Score -1.369774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -13697744.000000 Penalty: 5531.547852
	Iteration 81Q: 3 clusters Score -1.369774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -13697744.000000 Penalty: 5531.547852
	Iteration 82Q: 3 clusters Score -1.369774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -13697734.000000 Penalty: 5531.547852
	Iteration 83Q: 3 clusters Score -1.369773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -13697733.000000 Penalty: 5531.547852
	Iteration 84Q: 3 clusters Score -1.369773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -13697737.000000 Penalty: 5531.547852
	Iteration 85Q: 3 clusters Score -1.369774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -13697746.000000 Penalty: 5531.547852
	Iteration 86Q: 3 clusters Score -1.369775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -13697739.000000 Penalty: 5531.547852
	Iteration 87Q: 3 clusters Score -1.369774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -13697745.000000 Penalty: 5531.547852
	Iteration 88Q: 3 clusters Score -1.369774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -13697745.000000 Penalty: 5531.547852
	Iteration 89Q: 3 clusters Score -1.369774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -13697748.000000 Penalty: 5531.547852
	Iteration 90Q: 3 clusters Score -1.369775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -13697748.000000 Penalty: 5531.547852
	Iteration 91F: 3 clusters Score -1.369775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 68800 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Entering Unmasked Estep 
Score: -160766512.000000 Penalty: 91331.773438
Splitting cluster 9 changes total score from -160608736.000000 to -160766512.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (68800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Entering Unmasked Estep 
Score: -13068716.000000 Penalty: 2762.461914
	Iteration 0F: 2 clusters Score -1.306872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -13069218.000000 Penalty: 5524.923828
	Iteration 0F: 3 clusters Score -1.306922e+07 nChanged 32302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -13087648.000000 Penalty: 5524.923828
	Iteration 1F: 3 clusters Score -1.308765e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -13088336.000000 Penalty: 5524.923828
	Iteration 2Q: 3 clusters Score -1.308834e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -13089263.000000 Penalty: 5524.923828
	Iteration 3F: 3 clusters Score -1.308926e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -13090490.000000 Penalty: 5524.923828
	Iteration 4F: 3 clusters Score -1.309049e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -13091765.000000 Penalty: 5524.923828
	Iteration 5F: 3 clusters Score -1.309176e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -13093342.000000 Penalty: 5524.923828
	Iteration 6F: 3 clusters Score -1.309334e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -13095772.000000 Penalty: 5524.923828
	Iteration 7F: 3 clusters Score -1.309577e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -13098294.000000 Penalty: 5524.923828
	Iteration 8F: 3 clusters Score -1.309829e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -13099486.000000 Penalty: 5524.923828
	Iteration 9F: 3 clusters Score -1.309949e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -13099926.000000 Penalty: 5524.923828
	Iteration 10Q: 3 clusters Score -1.309993e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -13100150.000000 Penalty: 5524.923828
	Iteration 11Q: 3 clusters Score -1.310015e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -13100358.000000 Penalty: 5524.923828
	Iteration 12Q: 3 clusters Score -1.310036e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -13100559.000000 Penalty: 5524.923828
	Iteration 13Q: 3 clusters Score -1.310056e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -13100679.000000 Penalty: 5524.923828
	Iteration 14Q: 3 clusters Score -1.310068e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -13100867.000000 Penalty: 5524.923828
	Iteration 15Q: 3 clusters Score -1.310087e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -13101087.000000 Penalty: 5524.923828
	Iteration 16Q: 3 clusters Score -1.310109e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -13101235.000000 Penalty: 5524.923828
	Iteration 17Q: 3 clusters Score -1.310124e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -13101462.000000 Penalty: 5524.923828
	Iteration 18Q: 3 clusters Score -1.310146e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -13101557.000000 Penalty: 5524.923828
	Iteration 19Q: 3 clusters Score -1.310156e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -13101714.000000 Penalty: 5524.923828
	Iteration 20F: 3 clusters Score -1.310171e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -13101813.000000 Penalty: 5524.923828
	Iteration 21Q: 3 clusters Score -1.310181e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -13101934.000000 Penalty: 5524.923828
	Iteration 22Q: 3 clusters Score -1.310193e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -13102034.000000 Penalty: 5524.923828
	Iteration 23Q: 3 clusters Score -1.310203e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -13102158.000000 Penalty: 5524.923828
	Iteration 24Q: 3 clusters Score -1.310216e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -13102268.000000 Penalty: 5524.923828
	Iteration 25Q: 3 clusters Score -1.310227e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -13102352.000000 Penalty: 5524.923828
	Iteration 26Q: 3 clusters Score -1.310235e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -13102422.000000 Penalty: 5524.923828
	Iteration 27Q: 3 clusters Score -1.310242e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -13102465.000000 Penalty: 5524.923828
	Iteration 28Q: 3 clusters Score -1.310246e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -13102536.000000 Penalty: 5524.923828
	Iteration 29Q: 3 clusters Score -1.310254e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -13102552.000000 Penalty: 5524.923828
	Iteration 30Q: 3 clusters Score -1.310255e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -13102593.000000 Penalty: 5524.923828
	Iteration 31Q: 3 clusters Score -1.310259e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -13102649.000000 Penalty: 5524.923828
	Iteration 32Q: 3 clusters Score -1.310265e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -13102660.000000 Penalty: 5524.923828
	Iteration 33Q: 3 clusters Score -1.310266e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -13102714.000000 Penalty: 5524.923828
	Iteration 34Q: 3 clusters Score -1.310271e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -13102754.000000 Penalty: 5524.923828
	Iteration 35Q: 3 clusters Score -1.310275e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -13102764.000000 Penalty: 5524.923828
	Iteration 36Q: 3 clusters Score -1.310276e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -13102838.000000 Penalty: 5524.923828
	Iteration 37Q: 3 clusters Score -1.310284e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -13102883.000000 Penalty: 5524.923828
	Iteration 38Q: 3 clusters Score -1.310288e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -13102892.000000 Penalty: 5524.923828
	Iteration 39Q: 3 clusters Score -1.310289e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -13102900.000000 Penalty: 5524.923828
	Iteration 40F: 3 clusters Score -1.31029e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -13102888.000000 Penalty: 5524.923828
	Iteration 41Q: 3 clusters Score -1.310289e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -13102877.000000 Penalty: 5524.923828
	Iteration 42Q: 3 clusters Score -1.310288e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -13102857.000000 Penalty: 5524.923828
	Iteration 43Q: 3 clusters Score -1.310286e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -13102862.000000 Penalty: 5524.923828
	Iteration 44Q: 3 clusters Score -1.310286e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -13102885.000000 Penalty: 5524.923828
	Iteration 45Q: 3 clusters Score -1.310288e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -13102931.000000 Penalty: 5524.923828
	Iteration 46Q: 3 clusters Score -1.310293e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -13102988.000000 Penalty: 5524.923828
	Iteration 47Q: 3 clusters Score -1.310299e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -13102959.000000 Penalty: 5524.923828
	Iteration 48Q: 3 clusters Score -1.310296e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -13102980.000000 Penalty: 5524.923828
	Iteration 49Q: 3 clusters Score -1.310298e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -13103015.000000 Penalty: 5524.923828
	Iteration 50Q: 3 clusters Score -1.310302e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -13102983.000000 Penalty: 5524.923828
	Iteration 51Q: 3 clusters Score -1.310298e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -13102995.000000 Penalty: 5524.923828
	Iteration 52Q: 3 clusters Score -1.3103e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -13102971.000000 Penalty: 5524.923828
	Iteration 53Q: 3 clusters Score -1.310297e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -13103003.000000 Penalty: 5524.923828
	Iteration 54Q: 3 clusters Score -1.3103e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -13103025.000000 Penalty: 5524.923828
	Iteration 55Q: 3 clusters Score -1.310302e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -13103043.000000 Penalty: 5524.923828
	Iteration 56Q: 3 clusters Score -1.310304e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -13103041.000000 Penalty: 5524.923828
	Iteration 57Q: 3 clusters Score -1.310304e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -13103046.000000 Penalty: 5524.923828
	Iteration 58Q: 3 clusters Score -1.310305e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -13103025.000000 Penalty: 5524.923828
	Iteration 59Q: 3 clusters Score -1.310302e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -13102976.000000 Penalty: 5524.923828
	Iteration 60F: 3 clusters Score -1.310298e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -13102940.000000 Penalty: 5524.923828
	Iteration 61Q: 3 clusters Score -1.310294e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -13102932.000000 Penalty: 5524.923828
	Iteration 62Q: 3 clusters Score -1.310293e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -13102929.000000 Penalty: 5524.923828
	Iteration 63Q: 3 clusters Score -1.310293e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -13102951.000000 Penalty: 5524.923828
	Iteration 64Q: 3 clusters Score -1.310295e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -13102983.000000 Penalty: 5524.923828
	Iteration 65Q: 3 clusters Score -1.310298e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -13103000.000000 Penalty: 5524.923828
	Iteration 66Q: 3 clusters Score -1.3103e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -13102954.000000 Penalty: 5524.923828
	Iteration 67Q: 3 clusters Score -1.310295e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -13102966.000000 Penalty: 5524.923828
	Iteration 68Q: 3 clusters Score -1.310297e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -13102982.000000 Penalty: 5524.923828
	Iteration 69Q: 3 clusters Score -1.310298e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -13102965.000000 Penalty: 5524.923828
	Iteration 70Q: 3 clusters Score -1.310296e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -13102929.000000 Penalty: 5524.923828
	Iteration 71Q: 3 clusters Score -1.310293e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -13102943.000000 Penalty: 5524.923828
	Iteration 72Q: 3 clusters Score -1.310294e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -13102956.000000 Penalty: 5524.923828
	Iteration 73Q: 3 clusters Score -1.310296e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -13102948.000000 Penalty: 5524.923828
	Iteration 74Q: 3 clusters Score -1.310295e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -13102968.000000 Penalty: 5524.923828
	Iteration 75Q: 3 clusters Score -1.310297e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -13102944.000000 Penalty: 5524.923828
	Iteration 76Q: 3 clusters Score -1.310294e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -13102978.000000 Penalty: 5524.923828
	Iteration 77Q: 3 clusters Score -1.310298e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -13102954.000000 Penalty: 5524.923828
	Iteration 78Q: 3 clusters Score -1.310295e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -13102960.000000 Penalty: 5524.923828
	Iteration 79Q: 3 clusters Score -1.310296e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -13102961.000000 Penalty: 5524.923828
	Iteration 80F: 3 clusters Score -1.310296e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -13102983.000000 Penalty: 5524.923828
	Iteration 81Q: 3 clusters Score -1.310298e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -13102985.000000 Penalty: 5524.923828
	Iteration 82Q: 3 clusters Score -1.310298e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -13103000.000000 Penalty: 5524.923828
	Iteration 83Q: 3 clusters Score -1.3103e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -13103006.000000 Penalty: 5524.923828
	Iteration 84Q: 3 clusters Score -1.310301e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -13103000.000000 Penalty: 5524.923828
	Iteration 85Q: 3 clusters Score -1.3103e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -13102994.000000 Penalty: 5524.923828
	Iteration 86Q: 3 clusters Score -1.310299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -13102987.000000 Penalty: 5524.923828
	Iteration 87Q: 3 clusters Score -1.310299e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -13102989.000000 Penalty: 5524.923828
	Iteration 88Q: 3 clusters Score -1.310299e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -13103000.000000 Penalty: 5524.923828
	Iteration 89Q: 3 clusters Score -1.3103e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -13103010.000000 Penalty: 5524.923828
	Iteration 90Q: 3 clusters Score -1.310301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -13103022.000000 Penalty: 5524.923828
	Iteration 91Q: 3 clusters Score -1.310302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -13103036.000000 Penalty: 5524.923828
	Iteration 92Q: 3 clusters Score -1.310304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -13103040.000000 Penalty: 5524.923828
	Iteration 93Q: 3 clusters Score -1.310304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -13103044.000000 Penalty: 5524.923828
	Iteration 94Q: 3 clusters Score -1.310304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -13103036.000000 Penalty: 5524.923828
	Iteration 95Q: 3 clusters Score -1.310304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -13103027.000000 Penalty: 5524.923828
	Iteration 96Q: 3 clusters Score -1.310303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -13103043.000000 Penalty: 5524.923828
	Iteration 97Q: 3 clusters Score -1.310304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -13103046.000000 Penalty: 5524.923828
	Iteration 98Q: 3 clusters Score -1.310305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13103038.000000 Penalty: 5524.923828
	Iteration 99Q: 3 clusters Score -1.310304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -13103048.000000 Penalty: 5524.923828
	Iteration 100F: 3 clusters Score -1.310305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -13103047.000000 Penalty: 5524.923828
	Iteration 101Q: 3 clusters Score -1.310305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -13103048.000000 Penalty: 5524.923828
	Iteration 102Q: 3 clusters Score -1.310305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -13103053.000000 Penalty: 5524.923828
	Iteration 103Q: 3 clusters Score -1.310305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -13103060.000000 Penalty: 5524.923828
	Iteration 104Q: 3 clusters Score -1.310306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -13103049.000000 Penalty: 5524.923828
	Iteration 105Q: 3 clusters Score -1.310305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -13103057.000000 Penalty: 5524.923828
	Iteration 106Q: 3 clusters Score -1.310306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -13103055.000000 Penalty: 5524.923828
	Iteration 107Q: 3 clusters Score -1.310306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -13103047.000000 Penalty: 5524.923828
	Iteration 108Q: 3 clusters Score -1.310305e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -13103053.000000 Penalty: 5524.923828
	Iteration 109Q: 3 clusters Score -1.310305e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -13103037.000000 Penalty: 5524.923828
	Iteration 110Q: 3 clusters Score -1.310304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -13103041.000000 Penalty: 5524.923828
	Iteration 111Q: 3 clusters Score -1.310304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -13103045.000000 Penalty: 5524.923828
	Iteration 112Q: 3 clusters Score -1.310304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -13103040.000000 Penalty: 5524.923828
	Iteration 113Q: 3 clusters Score -1.310304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -13103039.000000 Penalty: 5524.923828
	Iteration 114Q: 3 clusters Score -1.310304e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -13103046.000000 Penalty: 5524.923828
	Iteration 115Q: 3 clusters Score -1.310305e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -13103061.000000 Penalty: 5524.923828
	Iteration 116Q: 3 clusters Score -1.310306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -13103047.000000 Penalty: 5524.923828
	Iteration 117Q: 3 clusters Score -1.310305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -13103056.000000 Penalty: 5524.923828
	Iteration 118Q: 3 clusters Score -1.310306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -13103045.000000 Penalty: 5524.923828
	Iteration 119Q: 3 clusters Score -1.310304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -13103040.000000 Penalty: 5524.923828
	Iteration 120F: 3 clusters Score -1.310304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -13103059.000000 Penalty: 5524.923828
	Iteration 121Q: 3 clusters Score -1.310306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -13103060.000000 Penalty: 5524.923828
	Iteration 122Q: 3 clusters Score -1.310306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -13103056.000000 Penalty: 5524.923828
	Iteration 123Q: 3 clusters Score -1.310306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -13103060.000000 Penalty: 5524.923828
	Iteration 124Q: 3 clusters Score -1.310306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -13103052.000000 Penalty: 5524.923828
	Iteration 125Q: 3 clusters Score -1.310305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -13103061.000000 Penalty: 5524.923828
	Iteration 126Q: 3 clusters Score -1.310306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -13103058.000000 Penalty: 5524.923828
	Iteration 127Q: 3 clusters Score -1.310306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -13103058.000000 Penalty: 5524.923828
	Iteration 128Q: 3 clusters Score -1.310306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -13103057.000000 Penalty: 5524.923828
	Iteration 129Q: 3 clusters Score -1.310306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -13103074.000000 Penalty: 5524.923828
	Iteration 130Q: 3 clusters Score -1.310307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -13103079.000000 Penalty: 5524.923828
	Iteration 131Q: 3 clusters Score -1.310308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -13103087.000000 Penalty: 5524.923828
	Iteration 132Q: 3 clusters Score -1.310309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -13103075.000000 Penalty: 5524.923828
	Iteration 133Q: 3 clusters Score -1.310308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -13103092.000000 Penalty: 5524.923828
	Iteration 134Q: 3 clusters Score -1.310309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -13103077.000000 Penalty: 5524.923828
	Iteration 135Q: 3 clusters Score -1.310308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -13103069.000000 Penalty: 5524.923828
	Iteration 136Q: 3 clusters Score -1.310307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -13103067.000000 Penalty: 5524.923828
	Iteration 137Q: 3 clusters Score -1.310307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -13103067.000000 Penalty: 5524.923828
	Iteration 138Q: 3 clusters Score -1.310307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -13103076.000000 Penalty: 5524.923828
	Iteration 139Q: 3 clusters Score -1.310308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -13103087.000000 Penalty: 5524.923828
	Iteration 140F: 3 clusters Score -1.310309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -13103084.000000 Penalty: 5524.923828
	Iteration 141Q: 3 clusters Score -1.310308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -13103054.000000 Penalty: 5524.923828
	Iteration 142Q: 3 clusters Score -1.310305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -13103061.000000 Penalty: 5524.923828
	Iteration 143Q: 3 clusters Score -1.310306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -13103055.000000 Penalty: 5524.923828
	Iteration 144Q: 3 clusters Score -1.310306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -13103050.000000 Penalty: 5524.923828
	Iteration 145Q: 3 clusters Score -1.310305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -13103057.000000 Penalty: 5524.923828
	Iteration 146Q: 3 clusters Score -1.310306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -13103056.000000 Penalty: 5524.923828
	Iteration 147Q: 3 clusters Score -1.310306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -13103055.000000 Penalty: 5524.923828
	Iteration 148Q: 3 clusters Score -1.310306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -13103047.000000 Penalty: 5524.923828
	Iteration 149Q: 3 clusters Score -1.310305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -13103038.000000 Penalty: 5524.923828
	Iteration 150Q: 3 clusters Score -1.310304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -13103035.000000 Penalty: 5524.923828
	Iteration 151Q: 3 clusters Score -1.310304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -13103038.000000 Penalty: 5524.923828
	Iteration 152Q: 3 clusters Score -1.310304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -13103036.000000 Penalty: 5524.923828
	Iteration 153Q: 3 clusters Score -1.310304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -13103033.000000 Penalty: 5524.923828
	Iteration 154Q: 3 clusters Score -1.310303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -13103026.000000 Penalty: 5524.923828
	Iteration 155Q: 3 clusters Score -1.310303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -13103024.000000 Penalty: 5524.923828
	Iteration 156Q: 3 clusters Score -1.310302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -13103034.000000 Penalty: 5524.923828
	Iteration 157Q: 3 clusters Score -1.310303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -13103024.000000 Penalty: 5524.923828
	Iteration 158Q: 3 clusters Score -1.310302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -13103027.000000 Penalty: 5524.923828
	Iteration 159Q: 3 clusters Score -1.310303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -13103024.000000 Penalty: 5524.923828
	Iteration 160F: 3 clusters Score -1.310302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -13103025.000000 Penalty: 5524.923828
	Iteration 161Q: 3 clusters Score -1.310302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -13103017.000000 Penalty: 5524.923828
	Iteration 162Q: 3 clusters Score -1.310302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -13103009.000000 Penalty: 5524.923828
	Iteration 163Q: 3 clusters Score -1.310301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -13103018.000000 Penalty: 5524.923828
	Iteration 164Q: 3 clusters Score -1.310302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -13103016.000000 Penalty: 5524.923828
	Iteration 165Q: 3 clusters Score -1.310302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -13103018.000000 Penalty: 5524.923828
	Iteration 166Q: 3 clusters Score -1.310302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -13103010.000000 Penalty: 5524.923828
	Iteration 167Q: 3 clusters Score -1.310301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -13103011.000000 Penalty: 5524.923828
	Iteration 168Q: 3 clusters Score -1.310301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -13103020.000000 Penalty: 5524.923828
	Iteration 169Q: 3 clusters Score -1.310302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -13103024.000000 Penalty: 5524.923828
	Iteration 170Q: 3 clusters Score -1.310302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -13103018.000000 Penalty: 5524.923828
	Iteration 171Q: 3 clusters Score -1.310302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -13103040.000000 Penalty: 5524.923828
	Iteration 172Q: 3 clusters Score -1.310304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -13103040.000000 Penalty: 5524.923828
	Iteration 173Q: 3 clusters Score -1.310304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -13103021.000000 Penalty: 5524.923828
	Iteration 174Q: 3 clusters Score -1.310302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -13103028.000000 Penalty: 5524.923828
	Iteration 175Q: 3 clusters Score -1.310303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -13103016.000000 Penalty: 5524.923828
	Iteration 176Q: 3 clusters Score -1.310302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -13103010.000000 Penalty: 5524.923828
	Iteration 177Q: 3 clusters Score -1.310301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -13103011.000000 Penalty: 5524.923828
	Iteration 178Q: 3 clusters Score -1.310301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -13103015.000000 Penalty: 5524.923828
	Iteration 179Q: 3 clusters Score -1.310302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -13103013.000000 Penalty: 5524.923828
	Iteration 180F: 3 clusters Score -1.310301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -13103012.000000 Penalty: 5524.923828
	Iteration 181Q: 3 clusters Score -1.310301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -13103010.000000 Penalty: 5524.923828
	Iteration 182Q: 3 clusters Score -1.310301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -13103000.000000 Penalty: 5524.923828
	Iteration 183Q: 3 clusters Score -1.3103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -13103004.000000 Penalty: 5524.923828
	Iteration 184Q: 3 clusters Score -1.3103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -13103019.000000 Penalty: 5524.923828
	Iteration 185Q: 3 clusters Score -1.310302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -13103036.000000 Penalty: 5524.923828
	Iteration 186Q: 3 clusters Score -1.310304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -13103017.000000 Penalty: 5524.923828
	Iteration 187Q: 3 clusters Score -1.310302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -13103010.000000 Penalty: 5524.923828
	Iteration 188Q: 3 clusters Score -1.310301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -13103005.000000 Penalty: 5524.923828
	Iteration 189Q: 3 clusters Score -1.3103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -13102996.000000 Penalty: 5524.923828
	Iteration 190Q: 3 clusters Score -1.3103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -13103004.000000 Penalty: 5524.923828
	Iteration 191Q: 3 clusters Score -1.3103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -13102994.000000 Penalty: 5524.923828
	Iteration 192Q: 3 clusters Score -1.310299e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -13102982.000000 Penalty: 5524.923828
	Iteration 193Q: 3 clusters Score -1.310298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -13102981.000000 Penalty: 5524.923828
	Iteration 194Q: 3 clusters Score -1.310298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -13102982.000000 Penalty: 5524.923828
	Iteration 195Q: 3 clusters Score -1.310298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -13102977.000000 Penalty: 5524.923828
	Iteration 196Q: 3 clusters Score -1.310298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -13102970.000000 Penalty: 5524.923828
	Iteration 197Q: 3 clusters Score -1.310297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -13102979.000000 Penalty: 5524.923828
	Iteration 198Q: 3 clusters Score -1.310298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -13102979.000000 Penalty: 5524.923828
	Iteration 199F: 3 clusters Score -1.310298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Mstep: Class 28 contains 35125 members 
Entering Unmasked Estep 
Score: -160797392.000000 Penalty: 94714.437500
Splitting cluster 10 changes total score from -160608736.000000 to -160797392.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -222675.359375 Penalty: 1797.629028
	Iteration 0F: 2 clusters Score -222675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -220790.015625 Penalty: 3595.258057
	Iteration 0F: 3 clusters Score -220790 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -222747.859375 Penalty: 3595.258057
	Iteration 1F: 3 clusters Score -222747.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -225942.843750 Penalty: 3595.258057
	Iteration 2F: 3 clusters Score -225942.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -228497.125000 Penalty: 3595.258057
	Iteration 3F: 3 clusters Score -228497.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -229105.531250 Penalty: 3595.258057
	Iteration 4Q: 3 clusters Score -229105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229115.984375 Penalty: 3595.258057
	Iteration 5Q: 3 clusters Score -229116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229117.375000 Penalty: 3595.258057
	Iteration 6Q: 3 clusters Score -229117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229117.375000 Penalty: 3595.258057
	Iteration 7F: 3 clusters Score -229117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 996 members 
Entering Unmasked Estep 
Score: -160801344.000000 Penalty: 98097.093750
Splitting cluster 11 changes total score from -160608736.000000 to -160801344.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -188565.421875 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -188565.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -187018.812500 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -187018.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -189424.109375 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -189424.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -190838.015625 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -190838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -191925.937500 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -191925.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192683.187500 Penalty: 3563.575928
	Iteration 4Q: 3 clusters Score -192683.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -192940.625000 Penalty: 3563.575928
	Iteration 5Q: 3 clusters Score -192940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -193087.250000 Penalty: 3563.575928
	Iteration 6Q: 3 clusters Score -193087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -193215.593750 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -193215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -193248.250000 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -193248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193275.000000 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -193275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -193306.406250 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -193306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -193344.421875 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -193344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -193385.406250 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -193385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -193401.156250 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -193401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -193412.343750 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -193412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193416.500000 Penalty: 3563.575928
	Iteration 15Q: 3 clusters Score -193416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193423.593750 Penalty: 3563.575928
	Iteration 16F: 3 clusters Score -193423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -193462.015625 Penalty: 3563.575928
	Iteration 17Q: 3 clusters Score -193462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -193511.484375 Penalty: 3563.575928
	Iteration 18Q: 3 clusters Score -193511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193543.140625 Penalty: 3563.575928
	Iteration 19Q: 3 clusters Score -193543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -193554.078125 Penalty: 3563.575928
	Iteration 20F: 3 clusters Score -193554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -193556.531250 Penalty: 3563.575928
	Iteration 21Q: 3 clusters Score -193556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -193556.531250 Penalty: 3563.575928
	Iteration 22F: 3 clusters Score -193556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 67323 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 721 members 
Entering Unmasked Estep 
Score: -160804608.000000 Penalty: 101479.750000
Splitting cluster 12 changes total score from -160608736.000000 to -160804608.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (99532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Entering Unmasked Estep 
Score: -18575038.000000 Penalty: 2854.041992
	Iteration 0F: 2 clusters Score -1.857504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -18534774.000000 Penalty: 5708.083984
	Iteration 0F: 3 clusters Score -1.853477e+07 nChanged 46934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -18563152.000000 Penalty: 5708.083984
	Iteration 1F: 3 clusters Score -1.856315e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -18566390.000000 Penalty: 5708.083984
	Iteration 2F: 3 clusters Score -1.856639e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 54981 members 
Entering Unmasked Estep 
Score: -18571346.000000 Penalty: 5708.083984
	Iteration 3F: 3 clusters Score -1.857135e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -18576456.000000 Penalty: 5708.083984
	Iteration 4F: 3 clusters Score -1.857646e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -18580106.000000 Penalty: 5708.083984
	Iteration 5F: 3 clusters Score -1.858011e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -18581888.000000 Penalty: 5708.083984
	Iteration 6F: 3 clusters Score -1.858189e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -18582644.000000 Penalty: 5708.083984
	Iteration 7Q: 3 clusters Score -1.858264e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -18582796.000000 Penalty: 5708.083984
	Iteration 8Q: 3 clusters Score -1.85828e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -18583018.000000 Penalty: 5708.083984
	Iteration 9Q: 3 clusters Score -1.858302e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -18583268.000000 Penalty: 5708.083984
	Iteration 10Q: 3 clusters Score -1.858327e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -18583460.000000 Penalty: 5708.083984
	Iteration 11Q: 3 clusters Score -1.858346e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -18583608.000000 Penalty: 5708.083984
	Iteration 12Q: 3 clusters Score -1.858361e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -18583692.000000 Penalty: 5708.083984
	Iteration 13Q: 3 clusters Score -1.858369e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -18583754.000000 Penalty: 5708.083984
	Iteration 14Q: 3 clusters Score -1.858375e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -18583862.000000 Penalty: 5708.083984
	Iteration 15Q: 3 clusters Score -1.858386e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -18583922.000000 Penalty: 5708.083984
	Iteration 16Q: 3 clusters Score -1.858392e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -18583862.000000 Penalty: 5708.083984
	Iteration 17Q: 3 clusters Score -1.858386e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -18583992.000000 Penalty: 5708.083984
	Iteration 18Q: 3 clusters Score -1.858399e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -18584168.000000 Penalty: 5708.083984
	Iteration 19Q: 3 clusters Score -1.858417e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -18584406.000000 Penalty: 5708.083984
	Iteration 20F: 3 clusters Score -1.858441e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -18584548.000000 Penalty: 5708.083984
	Iteration 21Q: 3 clusters Score -1.858455e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -18584770.000000 Penalty: 5708.083984
	Iteration 22Q: 3 clusters Score -1.858477e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -18585038.000000 Penalty: 5708.083984
	Iteration 23Q: 3 clusters Score -1.858504e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -18585470.000000 Penalty: 5708.083984
	Iteration 24Q: 3 clusters Score -1.858547e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -18585768.000000 Penalty: 5708.083984
	Iteration 25Q: 3 clusters Score -1.858577e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -18586100.000000 Penalty: 5708.083984
	Iteration 26Q: 3 clusters Score -1.85861e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -18586374.000000 Penalty: 5708.083984
	Iteration 27Q: 3 clusters Score -1.858637e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -18586702.000000 Penalty: 5708.083984
	Iteration 28Q: 3 clusters Score -1.85867e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -18586864.000000 Penalty: 5708.083984
	Iteration 29Q: 3 clusters Score -1.858686e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -18587048.000000 Penalty: 5708.083984
	Iteration 30Q: 3 clusters Score -1.858705e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -18587306.000000 Penalty: 5708.083984
	Iteration 31Q: 3 clusters Score -1.858731e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -18587436.000000 Penalty: 5708.083984
	Iteration 32Q: 3 clusters Score -1.858744e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -18587494.000000 Penalty: 5708.083984
	Iteration 33Q: 3 clusters Score -1.858749e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -18587548.000000 Penalty: 5708.083984
	Iteration 34Q: 3 clusters Score -1.858755e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -18587604.000000 Penalty: 5708.083984
	Iteration 35Q: 3 clusters Score -1.85876e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -18587602.000000 Penalty: 5708.083984
	Iteration 36Q: 3 clusters Score -1.85876e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -18587722.000000 Penalty: 5708.083984
	Iteration 37Q: 3 clusters Score -1.858772e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -18587802.000000 Penalty: 5708.083984
	Iteration 38Q: 3 clusters Score -1.85878e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -18587918.000000 Penalty: 5708.083984
	Iteration 39Q: 3 clusters Score -1.858792e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -18587934.000000 Penalty: 5708.083984
	Iteration 40F: 3 clusters Score -1.858793e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -18588082.000000 Penalty: 5708.083984
	Iteration 41Q: 3 clusters Score -1.858808e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -18588208.000000 Penalty: 5708.083984
	Iteration 42Q: 3 clusters Score -1.858821e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -18588280.000000 Penalty: 5708.083984
	Iteration 43Q: 3 clusters Score -1.858828e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -18588350.000000 Penalty: 5708.083984
	Iteration 44Q: 3 clusters Score -1.858835e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -18588372.000000 Penalty: 5708.083984
	Iteration 45Q: 3 clusters Score -1.858837e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -18588374.000000 Penalty: 5708.083984
	Iteration 46Q: 3 clusters Score -1.858837e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -18588250.000000 Penalty: 5708.083984
	Iteration 47Q: 3 clusters Score -1.858825e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -18588194.000000 Penalty: 5708.083984
	Iteration 48Q: 3 clusters Score -1.858819e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -18588220.000000 Penalty: 5708.083984
	Iteration 49Q: 3 clusters Score -1.858822e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -18588146.000000 Penalty: 5708.083984
	Iteration 50Q: 3 clusters Score -1.858815e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -18588002.000000 Penalty: 5708.083984
	Iteration 51Q: 3 clusters Score -1.8588e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -18587600.000000 Penalty: 5708.083984
	Iteration 52Q: 3 clusters Score -1.85876e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -18587236.000000 Penalty: 5708.083984
	Iteration 53Q: 3 clusters Score -1.858724e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -18586504.000000 Penalty: 5708.083984
	Iteration 54Q: 3 clusters Score -1.85865e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -18585222.000000 Penalty: 5708.083984
	Iteration 55Q: 3 clusters Score -1.858522e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -18583510.000000 Penalty: 5708.083984
	Iteration 56Q: 3 clusters Score -1.858351e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -18581188.000000 Penalty: 5708.083984
	Iteration 57Q: 3 clusters Score -1.858119e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -18579108.000000 Penalty: 5708.083984
	Iteration 58Q: 3 clusters Score -1.857911e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -18578128.000000 Penalty: 5708.083984
	Iteration 59Q: 3 clusters Score -1.857813e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -18577676.000000 Penalty: 5708.083984
	Iteration 60F: 3 clusters Score -1.857768e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -18576646.000000 Penalty: 5708.083984
	Iteration 61Q: 3 clusters Score -1.857665e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -18575942.000000 Penalty: 5708.083984
	Iteration 62Q: 3 clusters Score -1.857594e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -18575472.000000 Penalty: 5708.083984
	Iteration 63Q: 3 clusters Score -1.857547e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -18575184.000000 Penalty: 5708.083984
	Iteration 64Q: 3 clusters Score -1.857518e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -18574884.000000 Penalty: 5708.083984
	Iteration 65Q: 3 clusters Score -1.857488e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95025 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -18574732.000000 Penalty: 5708.083984
	Iteration 66Q: 3 clusters Score -1.857473e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -18574550.000000 Penalty: 5708.083984
	Iteration 67Q: 3 clusters Score -1.857455e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -18574454.000000 Penalty: 5708.083984
	Iteration 68Q: 3 clusters Score -1.857445e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -18574288.000000 Penalty: 5708.083984
	Iteration 69Q: 3 clusters Score -1.857429e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -18574188.000000 Penalty: 5708.083984
	Iteration 70Q: 3 clusters Score -1.857419e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -18574084.000000 Penalty: 5708.083984
	Iteration 71Q: 3 clusters Score -1.857408e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -18574084.000000 Penalty: 5708.083984
	Iteration 72Q: 3 clusters Score -1.857408e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -18574080.000000 Penalty: 5708.083984
	Iteration 73Q: 3 clusters Score -1.857408e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -18574058.000000 Penalty: 5708.083984
	Iteration 74Q: 3 clusters Score -1.857406e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -18574064.000000 Penalty: 5708.083984
	Iteration 75Q: 3 clusters Score -1.857406e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -18574068.000000 Penalty: 5708.083984
	Iteration 76Q: 3 clusters Score -1.857407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -18574050.000000 Penalty: 5708.083984
	Iteration 77Q: 3 clusters Score -1.857405e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -18574014.000000 Penalty: 5708.083984
	Iteration 78Q: 3 clusters Score -1.857401e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -18573988.000000 Penalty: 5708.083984
	Iteration 79Q: 3 clusters Score -1.857399e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -18573986.000000 Penalty: 5708.083984
	Iteration 80F: 3 clusters Score -1.857399e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -18573958.000000 Penalty: 5708.083984
	Iteration 81Q: 3 clusters Score -1.857396e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -18573986.000000 Penalty: 5708.083984
	Iteration 82Q: 3 clusters Score -1.857399e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -18573946.000000 Penalty: 5708.083984
	Iteration 83Q: 3 clusters Score -1.857395e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96294 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -18573966.000000 Penalty: 5708.083984
	Iteration 84Q: 3 clusters Score -1.857397e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96302 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -18573966.000000 Penalty: 5708.083984
	Iteration 85Q: 3 clusters Score -1.857397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96329 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -18573942.000000 Penalty: 5708.083984
	Iteration 86Q: 3 clusters Score -1.857394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -18573954.000000 Penalty: 5708.083984
	Iteration 87Q: 3 clusters Score -1.857395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -18573956.000000 Penalty: 5708.083984
	Iteration 88Q: 3 clusters Score -1.857396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -18573952.000000 Penalty: 5708.083984
	Iteration 89Q: 3 clusters Score -1.857395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -18573986.000000 Penalty: 5708.083984
	Iteration 90Q: 3 clusters Score -1.857399e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -18573968.000000 Penalty: 5708.083984
	Iteration 91Q: 3 clusters Score -1.857397e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -18573980.000000 Penalty: 5708.083984
	Iteration 92Q: 3 clusters Score -1.857398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -18573932.000000 Penalty: 5708.083984
	Iteration 93Q: 3 clusters Score -1.857393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -18573958.000000 Penalty: 5708.083984
	Iteration 94Q: 3 clusters Score -1.857396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -18573952.000000 Penalty: 5708.083984
	Iteration 95Q: 3 clusters Score -1.857395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -18573954.000000 Penalty: 5708.083984
	Iteration 96Q: 3 clusters Score -1.857395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -18573942.000000 Penalty: 5708.083984
	Iteration 97Q: 3 clusters Score -1.857394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96440 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -18573950.000000 Penalty: 5708.083984
	Iteration 98Q: 3 clusters Score -1.857395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -18573934.000000 Penalty: 5708.083984
	Iteration 99Q: 3 clusters Score -1.857393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -18573926.000000 Penalty: 5708.083984
	Iteration 100F: 3 clusters Score -1.857393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -18573924.000000 Penalty: 5708.083984
	Iteration 101Q: 3 clusters Score -1.857392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -18573942.000000 Penalty: 5708.083984
	Iteration 102Q: 3 clusters Score -1.857394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -18573946.000000 Penalty: 5708.083984
	Iteration 103Q: 3 clusters Score -1.857395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -18573916.000000 Penalty: 5708.083984
	Iteration 104Q: 3 clusters Score -1.857392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -18573902.000000 Penalty: 5708.083984
	Iteration 105Q: 3 clusters Score -1.85739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5708.083984
	Iteration 106Q: 3 clusters Score -1.85739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18573918.000000 Penalty: 5708.083984
	Iteration 107Q: 3 clusters Score -1.857392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -18573932.000000 Penalty: 5708.083984
	Iteration 108Q: 3 clusters Score -1.857393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -18573918.000000 Penalty: 5708.083984
	Iteration 109Q: 3 clusters Score -1.857392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -18573904.000000 Penalty: 5708.083984
	Iteration 110Q: 3 clusters Score -1.85739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -18573890.000000 Penalty: 5708.083984
	Iteration 111Q: 3 clusters Score -1.857389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -18573910.000000 Penalty: 5708.083984
	Iteration 112Q: 3 clusters Score -1.857391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -18573904.000000 Penalty: 5708.083984
	Iteration 113Q: 3 clusters Score -1.85739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -18573886.000000 Penalty: 5708.083984
	Iteration 114Q: 3 clusters Score -1.857389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -18573888.000000 Penalty: 5708.083984
	Iteration 115Q: 3 clusters Score -1.857389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -18573906.000000 Penalty: 5708.083984
	Iteration 116Q: 3 clusters Score -1.857391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -18573902.000000 Penalty: 5708.083984
	Iteration 117Q: 3 clusters Score -1.85739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -18573896.000000 Penalty: 5708.083984
	Iteration 118Q: 3 clusters Score -1.85739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -18573908.000000 Penalty: 5708.083984
	Iteration 119Q: 3 clusters Score -1.857391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -18573880.000000 Penalty: 5708.083984
	Iteration 120F: 3 clusters Score -1.857388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -18573890.000000 Penalty: 5708.083984
	Iteration 121Q: 3 clusters Score -1.857389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5708.083984
	Iteration 122Q: 3 clusters Score -1.85739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -18573906.000000 Penalty: 5708.083984
	Iteration 123Q: 3 clusters Score -1.857391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5708.083984
	Iteration 124Q: 3 clusters Score -1.85739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -18573910.000000 Penalty: 5708.083984
	Iteration 125Q: 3 clusters Score -1.857391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -18573906.000000 Penalty: 5708.083984
	Iteration 126Q: 3 clusters Score -1.857391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -18573904.000000 Penalty: 5708.083984
	Iteration 127Q: 3 clusters Score -1.85739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -18573912.000000 Penalty: 5708.083984
	Iteration 128Q: 3 clusters Score -1.857391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -18573892.000000 Penalty: 5708.083984
	Iteration 129Q: 3 clusters Score -1.857389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -18573900.000000 Penalty: 5708.083984
	Iteration 130Q: 3 clusters Score -1.85739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -18573918.000000 Penalty: 5708.083984
	Iteration 131Q: 3 clusters Score -1.857392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -18573924.000000 Penalty: 5708.083984
	Iteration 132Q: 3 clusters Score -1.857392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18573924.000000 Penalty: 5708.083984
	Iteration 133Q: 3 clusters Score -1.857392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18573914.000000 Penalty: 5708.083984
	Iteration 134Q: 3 clusters Score -1.857391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -18573894.000000 Penalty: 5708.083984
	Iteration 135Q: 3 clusters Score -1.857389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -18573904.000000 Penalty: 5708.083984
	Iteration 136Q: 3 clusters Score -1.85739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -18573920.000000 Penalty: 5708.083984
	Iteration 137Q: 3 clusters Score -1.857392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -18573920.000000 Penalty: 5708.083984
	Iteration 138Q: 3 clusters Score -1.857392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -18573916.000000 Penalty: 5708.083984
	Iteration 139Q: 3 clusters Score -1.857392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -18573910.000000 Penalty: 5708.083984
	Iteration 140F: 3 clusters Score -1.857391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -18573922.000000 Penalty: 5708.083984
	Iteration 141Q: 3 clusters Score -1.857392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -18573920.000000 Penalty: 5708.083984
	Iteration 142Q: 3 clusters Score -1.857392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -18573916.000000 Penalty: 5708.083984
	Iteration 143Q: 3 clusters Score -1.857392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -18573914.000000 Penalty: 5708.083984
	Iteration 144Q: 3 clusters Score -1.857391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -18573914.000000 Penalty: 5708.083984
	Iteration 145F: 3 clusters Score -1.857391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (67323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Entering Unmasked Estep 
Score: -13769156.000000 Penalty: 2757.079834
	Iteration 0F: 2 clusters Score -1.376916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -13784274.000000 Penalty: 5514.159668
	Iteration 0F: 3 clusters Score -1.378427e+07 nChanged 31539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -13801971.000000 Penalty: 5514.159668
	Iteration 1F: 3 clusters Score -1.380197e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -13802493.000000 Penalty: 5514.159668
	Iteration 2F: 3 clusters Score -1.380249e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -13803397.000000 Penalty: 5514.159668
	Iteration 3Q: 3 clusters Score -1.38034e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -13804608.000000 Penalty: 5514.159668
	Iteration 4Q: 3 clusters Score -1.380461e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -13806230.000000 Penalty: 5514.159668
	Iteration 5F: 3 clusters Score -1.380623e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -13808660.000000 Penalty: 5514.159668
	Iteration 6F: 3 clusters Score -1.380866e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -13811111.000000 Penalty: 5514.159668
	Iteration 7F: 3 clusters Score -1.381111e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -13812606.000000 Penalty: 5514.159668
	Iteration 8F: 3 clusters Score -1.381261e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -13813057.000000 Penalty: 5514.159668
	Iteration 9Q: 3 clusters Score -1.381306e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -13813103.000000 Penalty: 5514.159668
	Iteration 10Q: 3 clusters Score -1.38131e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -13813159.000000 Penalty: 5514.159668
	Iteration 11Q: 3 clusters Score -1.381316e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -13813137.000000 Penalty: 5514.159668
	Iteration 12Q: 3 clusters Score -1.381314e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -13813084.000000 Penalty: 5514.159668
	Iteration 13Q: 3 clusters Score -1.381308e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -13813052.000000 Penalty: 5514.159668
	Iteration 14Q: 3 clusters Score -1.381305e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -13813026.000000 Penalty: 5514.159668
	Iteration 15Q: 3 clusters Score -1.381303e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -13813033.000000 Penalty: 5514.159668
	Iteration 16Q: 3 clusters Score -1.381303e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -13813073.000000 Penalty: 5514.159668
	Iteration 17Q: 3 clusters Score -1.381307e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -13813083.000000 Penalty: 5514.159668
	Iteration 18Q: 3 clusters Score -1.381308e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -13813067.000000 Penalty: 5514.159668
	Iteration 19Q: 3 clusters Score -1.381307e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -13813125.000000 Penalty: 5514.159668
	Iteration 20F: 3 clusters Score -1.381312e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -13813194.000000 Penalty: 5514.159668
	Iteration 21Q: 3 clusters Score -1.381319e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -13813226.000000 Penalty: 5514.159668
	Iteration 22Q: 3 clusters Score -1.381323e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -13813239.000000 Penalty: 5514.159668
	Iteration 23Q: 3 clusters Score -1.381324e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -13813235.000000 Penalty: 5514.159668
	Iteration 24Q: 3 clusters Score -1.381324e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -13813244.000000 Penalty: 5514.159668
	Iteration 25Q: 3 clusters Score -1.381324e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -13813270.000000 Penalty: 5514.159668
	Iteration 26Q: 3 clusters Score -1.381327e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -13813278.000000 Penalty: 5514.159668
	Iteration 27Q: 3 clusters Score -1.381328e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 28Q: 3 clusters Score -1.381323e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -13813230.000000 Penalty: 5514.159668
	Iteration 29Q: 3 clusters Score -1.381323e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -13813205.000000 Penalty: 5514.159668
	Iteration 30Q: 3 clusters Score -1.38132e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -13813209.000000 Penalty: 5514.159668
	Iteration 31Q: 3 clusters Score -1.381321e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -13813181.000000 Penalty: 5514.159668
	Iteration 32Q: 3 clusters Score -1.381318e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -13813127.000000 Penalty: 5514.159668
	Iteration 33Q: 3 clusters Score -1.381313e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -13813129.000000 Penalty: 5514.159668
	Iteration 34Q: 3 clusters Score -1.381313e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -13813182.000000 Penalty: 5514.159668
	Iteration 35Q: 3 clusters Score -1.381318e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -13813174.000000 Penalty: 5514.159668
	Iteration 36Q: 3 clusters Score -1.381317e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -13813147.000000 Penalty: 5514.159668
	Iteration 37Q: 3 clusters Score -1.381315e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -13813164.000000 Penalty: 5514.159668
	Iteration 38Q: 3 clusters Score -1.381316e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -13813165.000000 Penalty: 5514.159668
	Iteration 39Q: 3 clusters Score -1.381316e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -13813159.000000 Penalty: 5514.159668
	Iteration 40F: 3 clusters Score -1.381316e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -13813143.000000 Penalty: 5514.159668
	Iteration 41Q: 3 clusters Score -1.381314e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -13813112.000000 Penalty: 5514.159668
	Iteration 42Q: 3 clusters Score -1.381311e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -13813111.000000 Penalty: 5514.159668
	Iteration 43Q: 3 clusters Score -1.381311e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -13813102.000000 Penalty: 5514.159668
	Iteration 44Q: 3 clusters Score -1.38131e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -13813113.000000 Penalty: 5514.159668
	Iteration 45Q: 3 clusters Score -1.381311e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -13813159.000000 Penalty: 5514.159668
	Iteration 46Q: 3 clusters Score -1.381316e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -13813135.000000 Penalty: 5514.159668
	Iteration 47Q: 3 clusters Score -1.381314e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -13813143.000000 Penalty: 5514.159668
	Iteration 48Q: 3 clusters Score -1.381314e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -13813158.000000 Penalty: 5514.159668
	Iteration 49Q: 3 clusters Score -1.381316e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -13813128.000000 Penalty: 5514.159668
	Iteration 50Q: 3 clusters Score -1.381313e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -13813134.000000 Penalty: 5514.159668
	Iteration 51Q: 3 clusters Score -1.381313e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -13813139.000000 Penalty: 5514.159668
	Iteration 52Q: 3 clusters Score -1.381314e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -13813186.000000 Penalty: 5514.159668
	Iteration 53Q: 3 clusters Score -1.381319e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -13813211.000000 Penalty: 5514.159668
	Iteration 54Q: 3 clusters Score -1.381321e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 55Q: 3 clusters Score -1.381322e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -13813208.000000 Penalty: 5514.159668
	Iteration 56Q: 3 clusters Score -1.381321e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -13813183.000000 Penalty: 5514.159668
	Iteration 57Q: 3 clusters Score -1.381318e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -13813148.000000 Penalty: 5514.159668
	Iteration 58Q: 3 clusters Score -1.381315e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -13813161.000000 Penalty: 5514.159668
	Iteration 59Q: 3 clusters Score -1.381316e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -13813120.000000 Penalty: 5514.159668
	Iteration 60F: 3 clusters Score -1.381312e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -13813160.000000 Penalty: 5514.159668
	Iteration 61Q: 3 clusters Score -1.381316e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -13813166.000000 Penalty: 5514.159668
	Iteration 62Q: 3 clusters Score -1.381317e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -13813166.000000 Penalty: 5514.159668
	Iteration 63Q: 3 clusters Score -1.381317e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -13813143.000000 Penalty: 5514.159668
	Iteration 64Q: 3 clusters Score -1.381314e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -13813124.000000 Penalty: 5514.159668
	Iteration 65Q: 3 clusters Score -1.381312e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -13813154.000000 Penalty: 5514.159668
	Iteration 66Q: 3 clusters Score -1.381315e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -13813169.000000 Penalty: 5514.159668
	Iteration 67Q: 3 clusters Score -1.381317e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -13813132.000000 Penalty: 5514.159668
	Iteration 68Q: 3 clusters Score -1.381313e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -13813118.000000 Penalty: 5514.159668
	Iteration 69Q: 3 clusters Score -1.381312e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -13813118.000000 Penalty: 5514.159668
	Iteration 70Q: 3 clusters Score -1.381312e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -13813110.000000 Penalty: 5514.159668
	Iteration 71Q: 3 clusters Score -1.381311e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -13813056.000000 Penalty: 5514.159668
	Iteration 72Q: 3 clusters Score -1.381306e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -13813050.000000 Penalty: 5514.159668
	Iteration 73Q: 3 clusters Score -1.381305e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -13813072.000000 Penalty: 5514.159668
	Iteration 74Q: 3 clusters Score -1.381307e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -13813070.000000 Penalty: 5514.159668
	Iteration 75Q: 3 clusters Score -1.381307e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -13813086.000000 Penalty: 5514.159668
	Iteration 76Q: 3 clusters Score -1.381309e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -13813065.000000 Penalty: 5514.159668
	Iteration 77Q: 3 clusters Score -1.381306e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -13813056.000000 Penalty: 5514.159668
	Iteration 78Q: 3 clusters Score -1.381306e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -13813048.000000 Penalty: 5514.159668
	Iteration 79Q: 3 clusters Score -1.381305e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -13813005.000000 Penalty: 5514.159668
	Iteration 80F: 3 clusters Score -1.3813e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -13812996.000000 Penalty: 5514.159668
	Iteration 81Q: 3 clusters Score -1.3813e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -13812984.000000 Penalty: 5514.159668
	Iteration 82Q: 3 clusters Score -1.381298e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -13813002.000000 Penalty: 5514.159668
	Iteration 83Q: 3 clusters Score -1.3813e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -13813013.000000 Penalty: 5514.159668
	Iteration 84Q: 3 clusters Score -1.381301e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -13812992.000000 Penalty: 5514.159668
	Iteration 85Q: 3 clusters Score -1.381299e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -13813007.000000 Penalty: 5514.159668
	Iteration 86Q: 3 clusters Score -1.381301e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -13813016.000000 Penalty: 5514.159668
	Iteration 87Q: 3 clusters Score -1.381302e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -13813003.000000 Penalty: 5514.159668
	Iteration 88Q: 3 clusters Score -1.3813e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -13813002.000000 Penalty: 5514.159668
	Iteration 89Q: 3 clusters Score -1.3813e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -13812993.000000 Penalty: 5514.159668
	Iteration 90Q: 3 clusters Score -1.381299e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -13812996.000000 Penalty: 5514.159668
	Iteration 91Q: 3 clusters Score -1.3813e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -13813006.000000 Penalty: 5514.159668
	Iteration 92Q: 3 clusters Score -1.381301e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -13813035.000000 Penalty: 5514.159668
	Iteration 93Q: 3 clusters Score -1.381304e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -13813027.000000 Penalty: 5514.159668
	Iteration 94Q: 3 clusters Score -1.381303e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -13813002.000000 Penalty: 5514.159668
	Iteration 95Q: 3 clusters Score -1.3813e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -13813022.000000 Penalty: 5514.159668
	Iteration 96Q: 3 clusters Score -1.381302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -13813054.000000 Penalty: 5514.159668
	Iteration 97Q: 3 clusters Score -1.381305e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -13813037.000000 Penalty: 5514.159668
	Iteration 98Q: 3 clusters Score -1.381304e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -13813054.000000 Penalty: 5514.159668
	Iteration 99Q: 3 clusters Score -1.381305e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -13813015.000000 Penalty: 5514.159668
	Iteration 100F: 3 clusters Score -1.381302e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -13813026.000000 Penalty: 5514.159668
	Iteration 101Q: 3 clusters Score -1.381303e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -13813021.000000 Penalty: 5514.159668
	Iteration 102Q: 3 clusters Score -1.381302e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -13813027.000000 Penalty: 5514.159668
	Iteration 103Q: 3 clusters Score -1.381303e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -13813037.000000 Penalty: 5514.159668
	Iteration 104Q: 3 clusters Score -1.381304e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -13813054.000000 Penalty: 5514.159668
	Iteration 105Q: 3 clusters Score -1.381305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -13813051.000000 Penalty: 5514.159668
	Iteration 106Q: 3 clusters Score -1.381305e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -13813070.000000 Penalty: 5514.159668
	Iteration 107Q: 3 clusters Score -1.381307e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -13813074.000000 Penalty: 5514.159668
	Iteration 108Q: 3 clusters Score -1.381307e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -13813080.000000 Penalty: 5514.159668
	Iteration 109Q: 3 clusters Score -1.381308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -13813093.000000 Penalty: 5514.159668
	Iteration 110Q: 3 clusters Score -1.381309e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -13813116.000000 Penalty: 5514.159668
	Iteration 111Q: 3 clusters Score -1.381312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -13813120.000000 Penalty: 5514.159668
	Iteration 112Q: 3 clusters Score -1.381312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -13813119.000000 Penalty: 5514.159668
	Iteration 113Q: 3 clusters Score -1.381312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -13813118.000000 Penalty: 5514.159668
	Iteration 114Q: 3 clusters Score -1.381312e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -13813124.000000 Penalty: 5514.159668
	Iteration 115Q: 3 clusters Score -1.381312e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -13813122.000000 Penalty: 5514.159668
	Iteration 116Q: 3 clusters Score -1.381312e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -13813121.000000 Penalty: 5514.159668
	Iteration 117Q: 3 clusters Score -1.381312e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -13813113.000000 Penalty: 5514.159668
	Iteration 118Q: 3 clusters Score -1.381311e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -13813098.000000 Penalty: 5514.159668
	Iteration 119Q: 3 clusters Score -1.38131e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -13813097.000000 Penalty: 5514.159668
	Iteration 120F: 3 clusters Score -1.38131e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -13813096.000000 Penalty: 5514.159668
	Iteration 121Q: 3 clusters Score -1.38131e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -13813103.000000 Penalty: 5514.159668
	Iteration 122Q: 3 clusters Score -1.38131e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -13813079.000000 Penalty: 5514.159668
	Iteration 123Q: 3 clusters Score -1.381308e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -13813096.000000 Penalty: 5514.159668
	Iteration 124Q: 3 clusters Score -1.38131e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -13813078.000000 Penalty: 5514.159668
	Iteration 125Q: 3 clusters Score -1.381308e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -13813107.000000 Penalty: 5514.159668
	Iteration 126Q: 3 clusters Score -1.381311e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -13813099.000000 Penalty: 5514.159668
	Iteration 127Q: 3 clusters Score -1.38131e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -13813131.000000 Penalty: 5514.159668
	Iteration 128Q: 3 clusters Score -1.381313e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -13813122.000000 Penalty: 5514.159668
	Iteration 129Q: 3 clusters Score -1.381312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -13813122.000000 Penalty: 5514.159668
	Iteration 130Q: 3 clusters Score -1.381312e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -13813095.000000 Penalty: 5514.159668
	Iteration 131Q: 3 clusters Score -1.38131e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -13813120.000000 Penalty: 5514.159668
	Iteration 132Q: 3 clusters Score -1.381312e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -13813109.000000 Penalty: 5514.159668
	Iteration 133Q: 3 clusters Score -1.381311e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -13813106.000000 Penalty: 5514.159668
	Iteration 134Q: 3 clusters Score -1.381311e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -13813093.000000 Penalty: 5514.159668
	Iteration 135Q: 3 clusters Score -1.381309e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -13813100.000000 Penalty: 5514.159668
	Iteration 136Q: 3 clusters Score -1.38131e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -13813103.000000 Penalty: 5514.159668
	Iteration 137Q: 3 clusters Score -1.38131e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -13813090.000000 Penalty: 5514.159668
	Iteration 138Q: 3 clusters Score -1.381309e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -13813085.000000 Penalty: 5514.159668
	Iteration 139Q: 3 clusters Score -1.381308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -13813066.000000 Penalty: 5514.159668
	Iteration 140F: 3 clusters Score -1.381307e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -13813059.000000 Penalty: 5514.159668
	Iteration 141Q: 3 clusters Score -1.381306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -13813039.000000 Penalty: 5514.159668
	Iteration 142Q: 3 clusters Score -1.381304e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -13813030.000000 Penalty: 5514.159668
	Iteration 143Q: 3 clusters Score -1.381303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -13813033.000000 Penalty: 5514.159668
	Iteration 144Q: 3 clusters Score -1.381303e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -13813033.000000 Penalty: 5514.159668
	Iteration 145Q: 3 clusters Score -1.381303e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -13813005.000000 Penalty: 5514.159668
	Iteration 146Q: 3 clusters Score -1.3813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -13813035.000000 Penalty: 5514.159668
	Iteration 147Q: 3 clusters Score -1.381304e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -13813008.000000 Penalty: 5514.159668
	Iteration 148Q: 3 clusters Score -1.381301e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -13813023.000000 Penalty: 5514.159668
	Iteration 149Q: 3 clusters Score -1.381302e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -13813018.000000 Penalty: 5514.159668
	Iteration 150Q: 3 clusters Score -1.381302e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -13813032.000000 Penalty: 5514.159668
	Iteration 151Q: 3 clusters Score -1.381303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -13813035.000000 Penalty: 5514.159668
	Iteration 152Q: 3 clusters Score -1.381304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -13813046.000000 Penalty: 5514.159668
	Iteration 153Q: 3 clusters Score -1.381305e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -13813035.000000 Penalty: 5514.159668
	Iteration 154Q: 3 clusters Score -1.381304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -13813067.000000 Penalty: 5514.159668
	Iteration 155Q: 3 clusters Score -1.381307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -13813058.000000 Penalty: 5514.159668
	Iteration 156Q: 3 clusters Score -1.381306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -13813057.000000 Penalty: 5514.159668
	Iteration 157Q: 3 clusters Score -1.381306e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -13813031.000000 Penalty: 5514.159668
	Iteration 158Q: 3 clusters Score -1.381303e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -13813007.000000 Penalty: 5514.159668
	Iteration 159Q: 3 clusters Score -1.381301e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -13813006.000000 Penalty: 5514.159668
	Iteration 160F: 3 clusters Score -1.381301e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -13813018.000000 Penalty: 5514.159668
	Iteration 161Q: 3 clusters Score -1.381302e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -13813045.000000 Penalty: 5514.159668
	Iteration 162Q: 3 clusters Score -1.381304e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -13813048.000000 Penalty: 5514.159668
	Iteration 163Q: 3 clusters Score -1.381305e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -13813066.000000 Penalty: 5514.159668
	Iteration 164Q: 3 clusters Score -1.381307e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -13813055.000000 Penalty: 5514.159668
	Iteration 165Q: 3 clusters Score -1.381306e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -13813048.000000 Penalty: 5514.159668
	Iteration 166Q: 3 clusters Score -1.381305e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -13813008.000000 Penalty: 5514.159668
	Iteration 167Q: 3 clusters Score -1.381301e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -13813050.000000 Penalty: 5514.159668
	Iteration 168Q: 3 clusters Score -1.381305e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -13813039.000000 Penalty: 5514.159668
	Iteration 169Q: 3 clusters Score -1.381304e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -13813062.000000 Penalty: 5514.159668
	Iteration 170Q: 3 clusters Score -1.381306e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -13813024.000000 Penalty: 5514.159668
	Iteration 171Q: 3 clusters Score -1.381302e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -13813004.000000 Penalty: 5514.159668
	Iteration 172Q: 3 clusters Score -1.3813e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -13813005.000000 Penalty: 5514.159668
	Iteration 173Q: 3 clusters Score -1.3813e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13813001.000000 Penalty: 5514.159668
	Iteration 174Q: 3 clusters Score -1.3813e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -13813048.000000 Penalty: 5514.159668
	Iteration 175Q: 3 clusters Score -1.381305e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -13813047.000000 Penalty: 5514.159668
	Iteration 176Q: 3 clusters Score -1.381305e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -13813024.000000 Penalty: 5514.159668
	Iteration 177Q: 3 clusters Score -1.381302e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -13813024.000000 Penalty: 5514.159668
	Iteration 178Q: 3 clusters Score -1.381302e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -13813033.000000 Penalty: 5514.159668
	Iteration 179Q: 3 clusters Score -1.381303e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -13813064.000000 Penalty: 5514.159668
	Iteration 180F: 3 clusters Score -1.381306e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -13813059.000000 Penalty: 5514.159668
	Iteration 181Q: 3 clusters Score -1.381306e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -13813084.000000 Penalty: 5514.159668
	Iteration 182Q: 3 clusters Score -1.381308e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -13813071.000000 Penalty: 5514.159668
	Iteration 183Q: 3 clusters Score -1.381307e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -13813096.000000 Penalty: 5514.159668
	Iteration 184Q: 3 clusters Score -1.38131e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -13813092.000000 Penalty: 5514.159668
	Iteration 185Q: 3 clusters Score -1.381309e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -13813118.000000 Penalty: 5514.159668
	Iteration 186Q: 3 clusters Score -1.381312e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -13813121.000000 Penalty: 5514.159668
	Iteration 187Q: 3 clusters Score -1.381312e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -13813081.000000 Penalty: 5514.159668
	Iteration 188Q: 3 clusters Score -1.381308e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -13813047.000000 Penalty: 5514.159668
	Iteration 189Q: 3 clusters Score -1.381305e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -13813061.000000 Penalty: 5514.159668
	Iteration 190Q: 3 clusters Score -1.381306e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -13813074.000000 Penalty: 5514.159668
	Iteration 191Q: 3 clusters Score -1.381307e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -13813076.000000 Penalty: 5514.159668
	Iteration 192Q: 3 clusters Score -1.381308e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -13813089.000000 Penalty: 5514.159668
	Iteration 193Q: 3 clusters Score -1.381309e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -13813086.000000 Penalty: 5514.159668
	Iteration 194Q: 3 clusters Score -1.381309e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -13813109.000000 Penalty: 5514.159668
	Iteration 195Q: 3 clusters Score -1.381311e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -13813120.000000 Penalty: 5514.159668
	Iteration 196Q: 3 clusters Score -1.381312e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -13813116.000000 Penalty: 5514.159668
	Iteration 197Q: 3 clusters Score -1.381312e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -13813105.000000 Penalty: 5514.159668
	Iteration 198Q: 3 clusters Score -1.38131e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -13813104.000000 Penalty: 5514.159668
	Iteration 199Q: 3 clusters Score -1.38131e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -13813103.000000 Penalty: 5514.159668
	Iteration 200F: 3 clusters Score -1.38131e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -13813111.000000 Penalty: 5514.159668
	Iteration 201Q: 3 clusters Score -1.381311e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -13813113.000000 Penalty: 5514.159668
	Iteration 202Q: 3 clusters Score -1.381311e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -13813085.000000 Penalty: 5514.159668
	Iteration 203Q: 3 clusters Score -1.381308e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -13813067.000000 Penalty: 5514.159668
	Iteration 204Q: 3 clusters Score -1.381307e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -13813054.000000 Penalty: 5514.159668
	Iteration 205Q: 3 clusters Score -1.381305e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -13813098.000000 Penalty: 5514.159668
	Iteration 206Q: 3 clusters Score -1.38131e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -13813135.000000 Penalty: 5514.159668
	Iteration 207Q: 3 clusters Score -1.381314e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -13813167.000000 Penalty: 5514.159668
	Iteration 208Q: 3 clusters Score -1.381317e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -13813126.000000 Penalty: 5514.159668
	Iteration 209Q: 3 clusters Score -1.381313e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -13813164.000000 Penalty: 5514.159668
	Iteration 210Q: 3 clusters Score -1.381316e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -13813152.000000 Penalty: 5514.159668
	Iteration 211Q: 3 clusters Score -1.381315e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -13813149.000000 Penalty: 5514.159668
	Iteration 212Q: 3 clusters Score -1.381315e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -13813164.000000 Penalty: 5514.159668
	Iteration 213Q: 3 clusters Score -1.381316e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -13813145.000000 Penalty: 5514.159668
	Iteration 214Q: 3 clusters Score -1.381314e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -13813173.000000 Penalty: 5514.159668
	Iteration 215Q: 3 clusters Score -1.381317e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -13813172.000000 Penalty: 5514.159668
	Iteration 216Q: 3 clusters Score -1.381317e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -13813172.000000 Penalty: 5514.159668
	Iteration 217Q: 3 clusters Score -1.381317e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -13813151.000000 Penalty: 5514.159668
	Iteration 218Q: 3 clusters Score -1.381315e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -13813172.000000 Penalty: 5514.159668
	Iteration 219Q: 3 clusters Score -1.381317e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -13813163.000000 Penalty: 5514.159668
	Iteration 220F: 3 clusters Score -1.381316e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -13813201.000000 Penalty: 5514.159668
	Iteration 221Q: 3 clusters Score -1.38132e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -13813215.000000 Penalty: 5514.159668
	Iteration 222Q: 3 clusters Score -1.381322e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -13813210.000000 Penalty: 5514.159668
	Iteration 223Q: 3 clusters Score -1.381321e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -13813232.000000 Penalty: 5514.159668
	Iteration 224Q: 3 clusters Score -1.381323e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -13813208.000000 Penalty: 5514.159668
	Iteration 225Q: 3 clusters Score -1.381321e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -13813232.000000 Penalty: 5514.159668
	Iteration 226Q: 3 clusters Score -1.381323e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -13813243.000000 Penalty: 5514.159668
	Iteration 227Q: 3 clusters Score -1.381324e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -13813264.000000 Penalty: 5514.159668
	Iteration 228Q: 3 clusters Score -1.381326e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -13813305.000000 Penalty: 5514.159668
	Iteration 229Q: 3 clusters Score -1.38133e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -13813286.000000 Penalty: 5514.159668
	Iteration 230Q: 3 clusters Score -1.381329e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -13813284.000000 Penalty: 5514.159668
	Iteration 231Q: 3 clusters Score -1.381328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -13813289.000000 Penalty: 5514.159668
	Iteration 232Q: 3 clusters Score -1.381329e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -13813270.000000 Penalty: 5514.159668
	Iteration 233Q: 3 clusters Score -1.381327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -13813262.000000 Penalty: 5514.159668
	Iteration 234Q: 3 clusters Score -1.381326e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -13813259.000000 Penalty: 5514.159668
	Iteration 235Q: 3 clusters Score -1.381326e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -13813248.000000 Penalty: 5514.159668
	Iteration 236Q: 3 clusters Score -1.381325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -13813240.000000 Penalty: 5514.159668
	Iteration 237Q: 3 clusters Score -1.381324e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -13813217.000000 Penalty: 5514.159668
	Iteration 238Q: 3 clusters Score -1.381322e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -13813217.000000 Penalty: 5514.159668
	Iteration 239Q: 3 clusters Score -1.381322e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -13813211.000000 Penalty: 5514.159668
	Iteration 240F: 3 clusters Score -1.381321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -13813203.000000 Penalty: 5514.159668
	Iteration 241Q: 3 clusters Score -1.38132e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -13813216.000000 Penalty: 5514.159668
	Iteration 242Q: 3 clusters Score -1.381322e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -13813242.000000 Penalty: 5514.159668
	Iteration 243Q: 3 clusters Score -1.381324e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -13813220.000000 Penalty: 5514.159668
	Iteration 244Q: 3 clusters Score -1.381322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -13813245.000000 Penalty: 5514.159668
	Iteration 245Q: 3 clusters Score -1.381324e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -13813243.000000 Penalty: 5514.159668
	Iteration 246Q: 3 clusters Score -1.381324e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -13813252.000000 Penalty: 5514.159668
	Iteration 247Q: 3 clusters Score -1.381325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 248Q: 3 clusters Score -1.381322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -13813249.000000 Penalty: 5514.159668
	Iteration 249Q: 3 clusters Score -1.381325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 250Q: 3 clusters Score -1.381322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -13813247.000000 Penalty: 5514.159668
	Iteration 251Q: 3 clusters Score -1.381325e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -13813237.000000 Penalty: 5514.159668
	Iteration 252Q: 3 clusters Score -1.381324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -13813211.000000 Penalty: 5514.159668
	Iteration 253Q: 3 clusters Score -1.381321e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -13813210.000000 Penalty: 5514.159668
	Iteration 254Q: 3 clusters Score -1.381321e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -13813205.000000 Penalty: 5514.159668
	Iteration 255Q: 3 clusters Score -1.38132e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -13813195.000000 Penalty: 5514.159668
	Iteration 256Q: 3 clusters Score -1.38132e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -13813209.000000 Penalty: 5514.159668
	Iteration 257Q: 3 clusters Score -1.381321e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -13813230.000000 Penalty: 5514.159668
	Iteration 258Q: 3 clusters Score -1.381323e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -13813216.000000 Penalty: 5514.159668
	Iteration 259Q: 3 clusters Score -1.381322e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -13813209.000000 Penalty: 5514.159668
	Iteration 260F: 3 clusters Score -1.381321e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -13813257.000000 Penalty: 5514.159668
	Iteration 261Q: 3 clusters Score -1.381326e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -13813271.000000 Penalty: 5514.159668
	Iteration 262Q: 3 clusters Score -1.381327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -13813280.000000 Penalty: 5514.159668
	Iteration 263Q: 3 clusters Score -1.381328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -13813269.000000 Penalty: 5514.159668
	Iteration 264Q: 3 clusters Score -1.381327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -13813255.000000 Penalty: 5514.159668
	Iteration 265Q: 3 clusters Score -1.381326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -13813225.000000 Penalty: 5514.159668
	Iteration 266Q: 3 clusters Score -1.381322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 267Q: 3 clusters Score -1.381323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -13813247.000000 Penalty: 5514.159668
	Iteration 268Q: 3 clusters Score -1.381325e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -13813236.000000 Penalty: 5514.159668
	Iteration 269Q: 3 clusters Score -1.381324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -13813253.000000 Penalty: 5514.159668
	Iteration 270Q: 3 clusters Score -1.381325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -13813270.000000 Penalty: 5514.159668
	Iteration 271Q: 3 clusters Score -1.381327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -13813264.000000 Penalty: 5514.159668
	Iteration 272Q: 3 clusters Score -1.381326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -13813256.000000 Penalty: 5514.159668
	Iteration 273Q: 3 clusters Score -1.381326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -13813243.000000 Penalty: 5514.159668
	Iteration 274Q: 3 clusters Score -1.381324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -13813246.000000 Penalty: 5514.159668
	Iteration 275Q: 3 clusters Score -1.381325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -13813224.000000 Penalty: 5514.159668
	Iteration 276Q: 3 clusters Score -1.381322e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -13813224.000000 Penalty: 5514.159668
	Iteration 277Q: 3 clusters Score -1.381322e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -13813212.000000 Penalty: 5514.159668
	Iteration 278Q: 3 clusters Score -1.381321e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -13813194.000000 Penalty: 5514.159668
	Iteration 279Q: 3 clusters Score -1.381319e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -13813221.000000 Penalty: 5514.159668
	Iteration 280F: 3 clusters Score -1.381322e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -13813249.000000 Penalty: 5514.159668
	Iteration 281Q: 3 clusters Score -1.381325e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -13813258.000000 Penalty: 5514.159668
	Iteration 282Q: 3 clusters Score -1.381326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -13813270.000000 Penalty: 5514.159668
	Iteration 283Q: 3 clusters Score -1.381327e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -13813221.000000 Penalty: 5514.159668
	Iteration 284Q: 3 clusters Score -1.381322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -13813216.000000 Penalty: 5514.159668
	Iteration 285Q: 3 clusters Score -1.381322e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -13813198.000000 Penalty: 5514.159668
	Iteration 286Q: 3 clusters Score -1.38132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -13813194.000000 Penalty: 5514.159668
	Iteration 287Q: 3 clusters Score -1.381319e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -13813201.000000 Penalty: 5514.159668
	Iteration 288Q: 3 clusters Score -1.38132e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -13813204.000000 Penalty: 5514.159668
	Iteration 289Q: 3 clusters Score -1.38132e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -13813203.000000 Penalty: 5514.159668
	Iteration 290Q: 3 clusters Score -1.38132e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -13813180.000000 Penalty: 5514.159668
	Iteration 291Q: 3 clusters Score -1.381318e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -13813218.000000 Penalty: 5514.159668
	Iteration 292Q: 3 clusters Score -1.381322e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 293Q: 3 clusters Score -1.381323e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -13813244.000000 Penalty: 5514.159668
	Iteration 294Q: 3 clusters Score -1.381324e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -13813227.000000 Penalty: 5514.159668
	Iteration 295Q: 3 clusters Score -1.381323e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -13813207.000000 Penalty: 5514.159668
	Iteration 296Q: 3 clusters Score -1.381321e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -13813218.000000 Penalty: 5514.159668
	Iteration 297Q: 3 clusters Score -1.381322e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -13813238.000000 Penalty: 5514.159668
	Iteration 298Q: 3 clusters Score -1.381324e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -13813236.000000 Penalty: 5514.159668
	Iteration 299Q: 3 clusters Score -1.381324e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -13813220.000000 Penalty: 5514.159668
	Iteration 300F: 3 clusters Score -1.381322e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -13813213.000000 Penalty: 5514.159668
	Iteration 301Q: 3 clusters Score -1.381321e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -13813214.000000 Penalty: 5514.159668
	Iteration 302Q: 3 clusters Score -1.381321e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -13813189.000000 Penalty: 5514.159668
	Iteration 303Q: 3 clusters Score -1.381319e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -13813192.000000 Penalty: 5514.159668
	Iteration 304Q: 3 clusters Score -1.381319e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -13813198.000000 Penalty: 5514.159668
	Iteration 305Q: 3 clusters Score -1.38132e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -13813205.000000 Penalty: 5514.159668
	Iteration 306Q: 3 clusters Score -1.38132e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -13813218.000000 Penalty: 5514.159668
	Iteration 307Q: 3 clusters Score -1.381322e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -13813207.000000 Penalty: 5514.159668
	Iteration 308Q: 3 clusters Score -1.381321e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -13813211.000000 Penalty: 5514.159668
	Iteration 309Q: 3 clusters Score -1.381321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -13813216.000000 Penalty: 5514.159668
	Iteration 310Q: 3 clusters Score -1.381322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -13813208.000000 Penalty: 5514.159668
	Iteration 311Q: 3 clusters Score -1.381321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -13813184.000000 Penalty: 5514.159668
	Iteration 312Q: 3 clusters Score -1.381318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -13813196.000000 Penalty: 5514.159668
	Iteration 313Q: 3 clusters Score -1.38132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -13813208.000000 Penalty: 5514.159668
	Iteration 314Q: 3 clusters Score -1.381321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -13813216.000000 Penalty: 5514.159668
	Iteration 315Q: 3 clusters Score -1.381322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -13813214.000000 Penalty: 5514.159668
	Iteration 316Q: 3 clusters Score -1.381321e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -13813220.000000 Penalty: 5514.159668
	Iteration 317Q: 3 clusters Score -1.381322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -13813222.000000 Penalty: 5514.159668
	Iteration 318Q: 3 clusters Score -1.381322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -13813221.000000 Penalty: 5514.159668
	Iteration 319Q: 3 clusters Score -1.381322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -13813233.000000 Penalty: 5514.159668
	Iteration 320F: 3 clusters Score -1.381323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -13813243.000000 Penalty: 5514.159668
	Iteration 321Q: 3 clusters Score -1.381324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -13813241.000000 Penalty: 5514.159668
	Iteration 322Q: 3 clusters Score -1.381324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 323Q: 3 clusters Score -1.381323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -13813227.000000 Penalty: 5514.159668
	Iteration 324Q: 3 clusters Score -1.381323e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 325Q: 3 clusters Score -1.381323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -13813230.000000 Penalty: 5514.159668
	Iteration 326Q: 3 clusters Score -1.381323e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -13813244.000000 Penalty: 5514.159668
	Iteration 327Q: 3 clusters Score -1.381324e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -13813230.000000 Penalty: 5514.159668
	Iteration 328Q: 3 clusters Score -1.381323e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -13813225.000000 Penalty: 5514.159668
	Iteration 329Q: 3 clusters Score -1.381322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 330Q: 3 clusters Score -1.381322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 331Q: 3 clusters Score -1.381323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -13813226.000000 Penalty: 5514.159668
	Iteration 332Q: 3 clusters Score -1.381323e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -13813220.000000 Penalty: 5514.159668
	Iteration 333Q: 3 clusters Score -1.381322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -13813224.000000 Penalty: 5514.159668
	Iteration 334Q: 3 clusters Score -1.381322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -13813215.000000 Penalty: 5514.159668
	Iteration 335Q: 3 clusters Score -1.381322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 336Q: 3 clusters Score -1.381322e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -13813231.000000 Penalty: 5514.159668
	Iteration 337Q: 3 clusters Score -1.381323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -13813233.000000 Penalty: 5514.159668
	Iteration 338Q: 3 clusters Score -1.381323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -13813226.000000 Penalty: 5514.159668
	Iteration 339Q: 3 clusters Score -1.381323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -13813201.000000 Penalty: 5514.159668
	Iteration 340F: 3 clusters Score -1.38132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -13813221.000000 Penalty: 5514.159668
	Iteration 341Q: 3 clusters Score -1.381322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -13813238.000000 Penalty: 5514.159668
	Iteration 342Q: 3 clusters Score -1.381324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -13813218.000000 Penalty: 5514.159668
	Iteration 343Q: 3 clusters Score -1.381322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -13813238.000000 Penalty: 5514.159668
	Iteration 344Q: 3 clusters Score -1.381324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -13813253.000000 Penalty: 5514.159668
	Iteration 345Q: 3 clusters Score -1.381325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -13813242.000000 Penalty: 5514.159668
	Iteration 346Q: 3 clusters Score -1.381324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -13813247.000000 Penalty: 5514.159668
	Iteration 347Q: 3 clusters Score -1.381325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -13813260.000000 Penalty: 5514.159668
	Iteration 348Q: 3 clusters Score -1.381326e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -13813250.000000 Penalty: 5514.159668
	Iteration 349Q: 3 clusters Score -1.381325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -13813267.000000 Penalty: 5514.159668
	Iteration 350Q: 3 clusters Score -1.381327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -13813256.000000 Penalty: 5514.159668
	Iteration 351Q: 3 clusters Score -1.381326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -13813238.000000 Penalty: 5514.159668
	Iteration 352Q: 3 clusters Score -1.381324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -13813218.000000 Penalty: 5514.159668
	Iteration 353Q: 3 clusters Score -1.381322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -13813194.000000 Penalty: 5514.159668
	Iteration 354Q: 3 clusters Score -1.381319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -13813208.000000 Penalty: 5514.159668
	Iteration 355Q: 3 clusters Score -1.381321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -13813192.000000 Penalty: 5514.159668
	Iteration 356Q: 3 clusters Score -1.381319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -13813211.000000 Penalty: 5514.159668
	Iteration 357Q: 3 clusters Score -1.381321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -13813218.000000 Penalty: 5514.159668
	Iteration 358Q: 3 clusters Score -1.381322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -13813215.000000 Penalty: 5514.159668
	Iteration 359Q: 3 clusters Score -1.381322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -13813232.000000 Penalty: 5514.159668
	Iteration 360F: 3 clusters Score -1.381323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -13813196.000000 Penalty: 5514.159668
	Iteration 361Q: 3 clusters Score -1.38132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -13813195.000000 Penalty: 5514.159668
	Iteration 362Q: 3 clusters Score -1.38132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -13813189.000000 Penalty: 5514.159668
	Iteration 363Q: 3 clusters Score -1.381319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -13813198.000000 Penalty: 5514.159668
	Iteration 364Q: 3 clusters Score -1.38132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -13813191.000000 Penalty: 5514.159668
	Iteration 365Q: 3 clusters Score -1.381319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -13813185.000000 Penalty: 5514.159668
	Iteration 366Q: 3 clusters Score -1.381318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -13813189.000000 Penalty: 5514.159668
	Iteration 367Q: 3 clusters Score -1.381319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -13813187.000000 Penalty: 5514.159668
	Iteration 368Q: 3 clusters Score -1.381319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -13813178.000000 Penalty: 5514.159668
	Iteration 369Q: 3 clusters Score -1.381318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -13813157.000000 Penalty: 5514.159668
	Iteration 370Q: 3 clusters Score -1.381316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -13813168.000000 Penalty: 5514.159668
	Iteration 371Q: 3 clusters Score -1.381317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -13813173.000000 Penalty: 5514.159668
	Iteration 372Q: 3 clusters Score -1.381317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -13813185.000000 Penalty: 5514.159668
	Iteration 373Q: 3 clusters Score -1.381318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -13813183.000000 Penalty: 5514.159668
	Iteration 374Q: 3 clusters Score -1.381318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -13813187.000000 Penalty: 5514.159668
	Iteration 375Q: 3 clusters Score -1.381319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -13813190.000000 Penalty: 5514.159668
	Iteration 376Q: 3 clusters Score -1.381319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -13813185.000000 Penalty: 5514.159668
	Iteration 377Q: 3 clusters Score -1.381318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -13813200.000000 Penalty: 5514.159668
	Iteration 378Q: 3 clusters Score -1.38132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -13813190.000000 Penalty: 5514.159668
	Iteration 379Q: 3 clusters Score -1.381319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -13813189.000000 Penalty: 5514.159668
	Iteration 380F: 3 clusters Score -1.381319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -13813195.000000 Penalty: 5514.159668
	Iteration 381Q: 3 clusters Score -1.38132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -13813188.000000 Penalty: 5514.159668
	Iteration 382Q: 3 clusters Score -1.381319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -13813185.000000 Penalty: 5514.159668
	Iteration 383Q: 3 clusters Score -1.381318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -13813188.000000 Penalty: 5514.159668
	Iteration 384Q: 3 clusters Score -1.381319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -13813174.000000 Penalty: 5514.159668
	Iteration 385Q: 3 clusters Score -1.381317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -13813167.000000 Penalty: 5514.159668
	Iteration 386Q: 3 clusters Score -1.381317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -13813176.000000 Penalty: 5514.159668
	Iteration 387Q: 3 clusters Score -1.381318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -13813184.000000 Penalty: 5514.159668
	Iteration 388Q: 3 clusters Score -1.381318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -13813178.000000 Penalty: 5514.159668
	Iteration 389Q: 3 clusters Score -1.381318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -13813218.000000 Penalty: 5514.159668
	Iteration 390Q: 3 clusters Score -1.381322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -13813216.000000 Penalty: 5514.159668
	Iteration 391Q: 3 clusters Score -1.381322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -13813214.000000 Penalty: 5514.159668
	Iteration 392Q: 3 clusters Score -1.381321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -13813208.000000 Penalty: 5514.159668
	Iteration 393Q: 3 clusters Score -1.381321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -13813219.000000 Penalty: 5514.159668
	Iteration 394Q: 3 clusters Score -1.381322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -13813209.000000 Penalty: 5514.159668
	Iteration 395Q: 3 clusters Score -1.381321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -13813203.000000 Penalty: 5514.159668
	Iteration 396Q: 3 clusters Score -1.38132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -13813209.000000 Penalty: 5514.159668
	Iteration 397Q: 3 clusters Score -1.381321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -13813222.000000 Penalty: 5514.159668
	Iteration 398Q: 3 clusters Score -1.381322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -13813219.000000 Penalty: 5514.159668
	Iteration 399Q: 3 clusters Score -1.381322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -13813215.000000 Penalty: 5514.159668
	Iteration 400F: 3 clusters Score -1.381322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13813220.000000 Penalty: 5514.159668
	Iteration 401Q: 3 clusters Score -1.381322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -13813239.000000 Penalty: 5514.159668
	Iteration 402Q: 3 clusters Score -1.381324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -13813233.000000 Penalty: 5514.159668
	Iteration 403Q: 3 clusters Score -1.381323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 404Q: 3 clusters Score -1.381323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -13813220.000000 Penalty: 5514.159668
	Iteration 405Q: 3 clusters Score -1.381322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -13813210.000000 Penalty: 5514.159668
	Iteration 406Q: 3 clusters Score -1.381321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -13813203.000000 Penalty: 5514.159668
	Iteration 407Q: 3 clusters Score -1.38132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -13813204.000000 Penalty: 5514.159668
	Iteration 408Q: 3 clusters Score -1.38132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -13813201.000000 Penalty: 5514.159668
	Iteration 409Q: 3 clusters Score -1.38132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -13813215.000000 Penalty: 5514.159668
	Iteration 410Q: 3 clusters Score -1.381322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 411Q: 3 clusters Score -1.381322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -13813222.000000 Penalty: 5514.159668
	Iteration 412Q: 3 clusters Score -1.381322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -13813220.000000 Penalty: 5514.159668
	Iteration 413Q: 3 clusters Score -1.381322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -13813210.000000 Penalty: 5514.159668
	Iteration 414Q: 3 clusters Score -1.381321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -13813219.000000 Penalty: 5514.159668
	Iteration 415Q: 3 clusters Score -1.381322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -13813214.000000 Penalty: 5514.159668
	Iteration 416Q: 3 clusters Score -1.381321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -13813208.000000 Penalty: 5514.159668
	Iteration 417Q: 3 clusters Score -1.381321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -13813213.000000 Penalty: 5514.159668
	Iteration 418Q: 3 clusters Score -1.381321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -13813201.000000 Penalty: 5514.159668
	Iteration 419Q: 3 clusters Score -1.38132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -13813197.000000 Penalty: 5514.159668
	Iteration 420F: 3 clusters Score -1.38132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -13813212.000000 Penalty: 5514.159668
	Iteration 421Q: 3 clusters Score -1.381321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13813202.000000 Penalty: 5514.159668
	Iteration 422Q: 3 clusters Score -1.38132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -13813200.000000 Penalty: 5514.159668
	Iteration 423Q: 3 clusters Score -1.38132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -13813189.000000 Penalty: 5514.159668
	Iteration 424Q: 3 clusters Score -1.381319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -13813195.000000 Penalty: 5514.159668
	Iteration 425Q: 3 clusters Score -1.38132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13813196.000000 Penalty: 5514.159668
	Iteration 426Q: 3 clusters Score -1.38132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13813207.000000 Penalty: 5514.159668
	Iteration 427Q: 3 clusters Score -1.381321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -13813196.000000 Penalty: 5514.159668
	Iteration 428Q: 3 clusters Score -1.38132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -13813209.000000 Penalty: 5514.159668
	Iteration 429Q: 3 clusters Score -1.381321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -13813202.000000 Penalty: 5514.159668
	Iteration 430Q: 3 clusters Score -1.38132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -13813213.000000 Penalty: 5514.159668
	Iteration 431Q: 3 clusters Score -1.381321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -13813221.000000 Penalty: 5514.159668
	Iteration 432Q: 3 clusters Score -1.381322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -13813222.000000 Penalty: 5514.159668
	Iteration 433Q: 3 clusters Score -1.381322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -13813213.000000 Penalty: 5514.159668
	Iteration 434Q: 3 clusters Score -1.381321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 435Q: 3 clusters Score -1.381322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -13813219.000000 Penalty: 5514.159668
	Iteration 436Q: 3 clusters Score -1.381322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 437Q: 3 clusters Score -1.381322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -13813231.000000 Penalty: 5514.159668
	Iteration 438Q: 3 clusters Score -1.381323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 439Q: 3 clusters Score -1.381323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 440F: 3 clusters Score -1.381322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -13813221.000000 Penalty: 5514.159668
	Iteration 441Q: 3 clusters Score -1.381322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -13813228.000000 Penalty: 5514.159668
	Iteration 442Q: 3 clusters Score -1.381323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -13813218.000000 Penalty: 5514.159668
	Iteration 443Q: 3 clusters Score -1.381322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -13813205.000000 Penalty: 5514.159668
	Iteration 444Q: 3 clusters Score -1.38132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -13813223.000000 Penalty: 5514.159668
	Iteration 445Q: 3 clusters Score -1.381322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -13813202.000000 Penalty: 5514.159668
	Iteration 446Q: 3 clusters Score -1.38132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -13813174.000000 Penalty: 5514.159668
	Iteration 447Q: 3 clusters Score -1.381317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -13813159.000000 Penalty: 5514.159668
	Iteration 448Q: 3 clusters Score -1.381316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -13813154.000000 Penalty: 5514.159668
	Iteration 449Q: 3 clusters Score -1.381315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -13813157.000000 Penalty: 5514.159668
	Iteration 450Q: 3 clusters Score -1.381316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -13813141.000000 Penalty: 5514.159668
	Iteration 451Q: 3 clusters Score -1.381314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13813152.000000 Penalty: 5514.159668
	Iteration 452Q: 3 clusters Score -1.381315e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13813154.000000 Penalty: 5514.159668
	Iteration 453Q: 3 clusters Score -1.381315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -13813139.000000 Penalty: 5514.159668
	Iteration 454Q: 3 clusters Score -1.381314e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -13813137.000000 Penalty: 5514.159668
	Iteration 455Q: 3 clusters Score -1.381314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -13813135.000000 Penalty: 5514.159668
	Iteration 456Q: 3 clusters Score -1.381314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13813130.000000 Penalty: 5514.159668
	Iteration 457Q: 3 clusters Score -1.381313e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -13813136.000000 Penalty: 5514.159668
	Iteration 458Q: 3 clusters Score -1.381314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -13813115.000000 Penalty: 5514.159668
	Iteration 459Q: 3 clusters Score -1.381312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -13813122.000000 Penalty: 5514.159668
	Iteration 460F: 3 clusters Score -1.381312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -13813132.000000 Penalty: 5514.159668
	Iteration 461Q: 3 clusters Score -1.381313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -13813115.000000 Penalty: 5514.159668
	Iteration 462Q: 3 clusters Score -1.381312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -13813115.000000 Penalty: 5514.159668
	Iteration 463Q: 3 clusters Score -1.381312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -13813117.000000 Penalty: 5514.159668
	Iteration 464Q: 3 clusters Score -1.381312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -13813116.000000 Penalty: 5514.159668
	Iteration 465Q: 3 clusters Score -1.381312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -13813113.000000 Penalty: 5514.159668
	Iteration 466Q: 3 clusters Score -1.381311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -13813100.000000 Penalty: 5514.159668
	Iteration 467Q: 3 clusters Score -1.38131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -13813091.000000 Penalty: 5514.159668
	Iteration 468Q: 3 clusters Score -1.381309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -13813065.000000 Penalty: 5514.159668
	Iteration 469Q: 3 clusters Score -1.381306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -13813070.000000 Penalty: 5514.159668
	Iteration 470Q: 3 clusters Score -1.381307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -13813072.000000 Penalty: 5514.159668
	Iteration 471Q: 3 clusters Score -1.381307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -13813075.000000 Penalty: 5514.159668
	Iteration 472Q: 3 clusters Score -1.381308e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -13813084.000000 Penalty: 5514.159668
	Iteration 473Q: 3 clusters Score -1.381308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -13813072.000000 Penalty: 5514.159668
	Iteration 474Q: 3 clusters Score -1.381307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -13813064.000000 Penalty: 5514.159668
	Iteration 475Q: 3 clusters Score -1.381306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -13813073.000000 Penalty: 5514.159668
	Iteration 476Q: 3 clusters Score -1.381307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -13813069.000000 Penalty: 5514.159668
	Iteration 477Q: 3 clusters Score -1.381307e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -13813068.000000 Penalty: 5514.159668
	Iteration 478Q: 3 clusters Score -1.381307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -13813067.000000 Penalty: 5514.159668
	Iteration 479Q: 3 clusters Score -1.381307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -13813055.000000 Penalty: 5514.159668
	Iteration 480F: 3 clusters Score -1.381306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -13813057.000000 Penalty: 5514.159668
	Iteration 481Q: 3 clusters Score -1.381306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -13813066.000000 Penalty: 5514.159668
	Iteration 482Q: 3 clusters Score -1.381307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -13813072.000000 Penalty: 5514.159668
	Iteration 483Q: 3 clusters Score -1.381307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -13813077.000000 Penalty: 5514.159668
	Iteration 484Q: 3 clusters Score -1.381308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -13813067.000000 Penalty: 5514.159668
	Iteration 485Q: 3 clusters Score -1.381307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -13813077.000000 Penalty: 5514.159668
	Iteration 486Q: 3 clusters Score -1.381308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -13813073.000000 Penalty: 5514.159668
	Iteration 487Q: 3 clusters Score -1.381307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -13813082.000000 Penalty: 5514.159668
	Iteration 488Q: 3 clusters Score -1.381308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -13813082.000000 Penalty: 5514.159668
	Iteration 489Q: 3 clusters Score -1.381308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -13813084.000000 Penalty: 5514.159668
	Iteration 490Q: 3 clusters Score -1.381308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -13813079.000000 Penalty: 5514.159668
	Iteration 491Q: 3 clusters Score -1.381308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -13813080.000000 Penalty: 5514.159668
	Iteration 492Q: 3 clusters Score -1.381308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -13813089.000000 Penalty: 5514.159668
	Iteration 493Q: 3 clusters Score -1.381309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -13813100.000000 Penalty: 5514.159668
	Iteration 494Q: 3 clusters Score -1.38131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -13813100.000000 Penalty: 5514.159668
	Iteration 495Q: 3 clusters Score -1.38131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -13813109.000000 Penalty: 5514.159668
	Iteration 496Q: 3 clusters Score -1.381311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -13813102.000000 Penalty: 5514.159668
	Iteration 497Q: 3 clusters Score -1.38131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -13813087.000000 Penalty: 5514.159668
	Iteration 498Q: 3 clusters Score -1.381309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -13813090.000000 Penalty: 5514.159668
	Iteration 499Q: 3 clusters Score -1.381309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -13813091.000000 Penalty: 5514.159668
	Iteration 500F: 3 clusters Score -1.381309e+07 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 33382 members 
Mstep: Class 16 contains 96612 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 721 members 
Mstep: Class 31 contains 33941 members 
Entering Unmasked Estep 
Score: -160850608.000000 Penalty: 104862.406250
Splitting cluster 15 changes total score from -160608736.000000 to -160850608.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (96612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Entering Unmasked Estep 
Score: -20110802.000000 Penalty: 2846.657715
	Iteration 0F: 2 clusters Score -2.01108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -20110494.000000 Penalty: 5693.315430
	Iteration 0F: 3 clusters Score -2.011049e+07 nChanged 45790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -20136456.000000 Penalty: 5693.315430
	Iteration 1F: 3 clusters Score -2.013646e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -20137856.000000 Penalty: 5693.315430
	Iteration 2F: 3 clusters Score -2.013786e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -20140134.000000 Penalty: 5693.315430
	Iteration 3Q: 3 clusters Score -2.014013e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -20142124.000000 Penalty: 5693.315430
	Iteration 4Q: 3 clusters Score -2.014212e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -20143264.000000 Penalty: 5693.315430
	Iteration 5Q: 3 clusters Score -2.014326e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -20144088.000000 Penalty: 5693.315430
	Iteration 6Q: 3 clusters Score -2.014409e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -20145040.000000 Penalty: 5693.315430
	Iteration 7Q: 3 clusters Score -2.014504e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -20145892.000000 Penalty: 5693.315430
	Iteration 8Q: 3 clusters Score -2.014589e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -20146722.000000 Penalty: 5693.315430
	Iteration 9Q: 3 clusters Score -2.014672e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -20147572.000000 Penalty: 5693.315430
	Iteration 10Q: 3 clusters Score -2.014757e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -20148448.000000 Penalty: 5693.315430
	Iteration 11Q: 3 clusters Score -2.014845e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -20149368.000000 Penalty: 5693.315430
	Iteration 12Q: 3 clusters Score -2.014937e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -20150428.000000 Penalty: 5693.315430
	Iteration 13Q: 3 clusters Score -2.015043e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -20151500.000000 Penalty: 5693.315430
	Iteration 14Q: 3 clusters Score -2.01515e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -20152640.000000 Penalty: 5693.315430
	Iteration 15Q: 3 clusters Score -2.015264e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -20154112.000000 Penalty: 5693.315430
	Iteration 16Q: 3 clusters Score -2.015411e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -20155310.000000 Penalty: 5693.315430
	Iteration 17Q: 3 clusters Score -2.015531e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -20155992.000000 Penalty: 5693.315430
	Iteration 18Q: 3 clusters Score -2.015599e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -20156364.000000 Penalty: 5693.315430
	Iteration 19Q: 3 clusters Score -2.015636e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -20156432.000000 Penalty: 5693.315430
	Iteration 20F: 3 clusters Score -2.015643e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -20156380.000000 Penalty: 5693.315430
	Iteration 21Q: 3 clusters Score -2.015638e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -20156402.000000 Penalty: 5693.315430
	Iteration 22Q: 3 clusters Score -2.01564e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -20156416.000000 Penalty: 5693.315430
	Iteration 23Q: 3 clusters Score -2.015642e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -20156404.000000 Penalty: 5693.315430
	Iteration 24Q: 3 clusters Score -2.01564e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -20156446.000000 Penalty: 5693.315430
	Iteration 25Q: 3 clusters Score -2.015645e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -20156508.000000 Penalty: 5693.315430
	Iteration 26Q: 3 clusters Score -2.015651e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -20156480.000000 Penalty: 5693.315430
	Iteration 27Q: 3 clusters Score -2.015648e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -20156514.000000 Penalty: 5693.315430
	Iteration 28Q: 3 clusters Score -2.015651e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -20156524.000000 Penalty: 5693.315430
	Iteration 29Q: 3 clusters Score -2.015652e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -20156512.000000 Penalty: 5693.315430
	Iteration 30Q: 3 clusters Score -2.015651e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -20156476.000000 Penalty: 5693.315430
	Iteration 31Q: 3 clusters Score -2.015648e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -20156500.000000 Penalty: 5693.315430
	Iteration 32Q: 3 clusters Score -2.01565e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -20156526.000000 Penalty: 5693.315430
	Iteration 33Q: 3 clusters Score -2.015653e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -20156500.000000 Penalty: 5693.315430
	Iteration 34Q: 3 clusters Score -2.01565e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -20156524.000000 Penalty: 5693.315430
	Iteration 35Q: 3 clusters Score -2.015652e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -20156482.000000 Penalty: 5693.315430
	Iteration 36Q: 3 clusters Score -2.015648e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -20156452.000000 Penalty: 5693.315430
	Iteration 37Q: 3 clusters Score -2.015645e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -20156456.000000 Penalty: 5693.315430
	Iteration 38Q: 3 clusters Score -2.015646e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -20156470.000000 Penalty: 5693.315430
	Iteration 39Q: 3 clusters Score -2.015647e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -20156544.000000 Penalty: 5693.315430
	Iteration 40F: 3 clusters Score -2.015654e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -20156598.000000 Penalty: 5693.315430
	Iteration 41Q: 3 clusters Score -2.01566e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -20156634.000000 Penalty: 5693.315430
	Iteration 42Q: 3 clusters Score -2.015663e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -20156630.000000 Penalty: 5693.315430
	Iteration 43Q: 3 clusters Score -2.015663e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -20156634.000000 Penalty: 5693.315430
	Iteration 44Q: 3 clusters Score -2.015663e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -20156626.000000 Penalty: 5693.315430
	Iteration 45Q: 3 clusters Score -2.015663e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -20156654.000000 Penalty: 5693.315430
	Iteration 46Q: 3 clusters Score -2.015665e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -20156704.000000 Penalty: 5693.315430
	Iteration 47Q: 3 clusters Score -2.01567e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -20156684.000000 Penalty: 5693.315430
	Iteration 48Q: 3 clusters Score -2.015668e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -20156662.000000 Penalty: 5693.315430
	Iteration 49Q: 3 clusters Score -2.015666e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -20156658.000000 Penalty: 5693.315430
	Iteration 50Q: 3 clusters Score -2.015666e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -20156658.000000 Penalty: 5693.315430
	Iteration 51Q: 3 clusters Score -2.015666e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -20156680.000000 Penalty: 5693.315430
	Iteration 52Q: 3 clusters Score -2.015668e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -20156688.000000 Penalty: 5693.315430
	Iteration 53Q: 3 clusters Score -2.015669e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -20156660.000000 Penalty: 5693.315430
	Iteration 54Q: 3 clusters Score -2.015666e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -20156708.000000 Penalty: 5693.315430
	Iteration 55Q: 3 clusters Score -2.015671e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -20156660.000000 Penalty: 5693.315430
	Iteration 56Q: 3 clusters Score -2.015666e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -20156642.000000 Penalty: 5693.315430
	Iteration 57Q: 3 clusters Score -2.015664e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -20156608.000000 Penalty: 5693.315430
	Iteration 58Q: 3 clusters Score -2.015661e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -20156564.000000 Penalty: 5693.315430
	Iteration 59Q: 3 clusters Score -2.015656e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -20156514.000000 Penalty: 5693.315430
	Iteration 60F: 3 clusters Score -2.015651e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -20156490.000000 Penalty: 5693.315430
	Iteration 61Q: 3 clusters Score -2.015649e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -20156490.000000 Penalty: 5693.315430
	Iteration 62Q: 3 clusters Score -2.015649e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -20156446.000000 Penalty: 5693.315430
	Iteration 63Q: 3 clusters Score -2.015645e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -20156486.000000 Penalty: 5693.315430
	Iteration 64Q: 3 clusters Score -2.015649e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -20156522.000000 Penalty: 5693.315430
	Iteration 65Q: 3 clusters Score -2.015652e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -20156574.000000 Penalty: 5693.315430
	Iteration 66Q: 3 clusters Score -2.015657e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.015657e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.015658e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -20156626.000000 Penalty: 5693.315430
	Iteration 69Q: 3 clusters Score -2.015663e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -20156586.000000 Penalty: 5693.315430
	Iteration 70Q: 3 clusters Score -2.015659e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -20156552.000000 Penalty: 5693.315430
	Iteration 71Q: 3 clusters Score -2.015655e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -20156606.000000 Penalty: 5693.315430
	Iteration 72Q: 3 clusters Score -2.015661e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -20156582.000000 Penalty: 5693.315430
	Iteration 73Q: 3 clusters Score -2.015658e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -20156562.000000 Penalty: 5693.315430
	Iteration 74Q: 3 clusters Score -2.015656e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -20156590.000000 Penalty: 5693.315430
	Iteration 75Q: 3 clusters Score -2.015659e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.015656e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -20156520.000000 Penalty: 5693.315430
	Iteration 77Q: 3 clusters Score -2.015652e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -20156492.000000 Penalty: 5693.315430
	Iteration 78Q: 3 clusters Score -2.015649e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -20156470.000000 Penalty: 5693.315430
	Iteration 79Q: 3 clusters Score -2.015647e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -20156440.000000 Penalty: 5693.315430
	Iteration 80F: 3 clusters Score -2.015644e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -20156452.000000 Penalty: 5693.315430
	Iteration 81Q: 3 clusters Score -2.015645e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -20156444.000000 Penalty: 5693.315430
	Iteration 82Q: 3 clusters Score -2.015644e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -20156480.000000 Penalty: 5693.315430
	Iteration 83Q: 3 clusters Score -2.015648e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -20156502.000000 Penalty: 5693.315430
	Iteration 84Q: 3 clusters Score -2.01565e+07 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -20156526.000000 Penalty: 5693.315430
	Iteration 85Q: 3 clusters Score -2.015653e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -20156506.000000 Penalty: 5693.315430
	Iteration 86Q: 3 clusters Score -2.015651e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.015653e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.015649e+07 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -20156446.000000 Penalty: 5693.315430
	Iteration 89Q: 3 clusters Score -2.015645e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.015643e+07 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -20156456.000000 Penalty: 5693.315430
	Iteration 91Q: 3 clusters Score -2.015646e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -20156422.000000 Penalty: 5693.315430
	Iteration 92Q: 3 clusters Score -2.015642e+07 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -20156428.000000 Penalty: 5693.315430
	Iteration 93Q: 3 clusters Score -2.015643e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -20156420.000000 Penalty: 5693.315430
	Iteration 94Q: 3 clusters Score -2.015642e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.015649e+07 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.01565e+07 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.015652e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -20156570.000000 Penalty: 5693.315430
	Iteration 98Q: 3 clusters Score -2.015657e+07 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.015655e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -20156488.000000 Penalty: 5693.315430
	Iteration 100F: 3 clusters Score -2.015649e+07 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -20156538.000000 Penalty: 5693.315430
	Iteration 101Q: 3 clusters Score -2.015654e+07 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -20156594.000000 Penalty: 5693.315430
	Iteration 102Q: 3 clusters Score -2.015659e+07 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -20156608.000000 Penalty: 5693.315430
	Iteration 103Q: 3 clusters Score -2.015661e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -20156602.000000 Penalty: 5693.315430
	Iteration 104Q: 3 clusters Score -2.01566e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -20156576.000000 Penalty: 5693.315430
	Iteration 105Q: 3 clusters Score -2.015658e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.015659e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.015659e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.01566e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -20156590.000000 Penalty: 5693.315430
	Iteration 109Q: 3 clusters Score -2.015659e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -20156612.000000 Penalty: 5693.315430
	Iteration 110Q: 3 clusters Score -2.015661e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -20156566.000000 Penalty: 5693.315430
	Iteration 111Q: 3 clusters Score -2.015657e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -20156524.000000 Penalty: 5693.315430
	Iteration 112Q: 3 clusters Score -2.015652e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -20156540.000000 Penalty: 5693.315430
	Iteration 113Q: 3 clusters Score -2.015654e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -20156558.000000 Penalty: 5693.315430
	Iteration 114Q: 3 clusters Score -2.015656e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.01566e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -20156610.000000 Penalty: 5693.315430
	Iteration 116Q: 3 clusters Score -2.015661e+07 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.015663e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -20156660.000000 Penalty: 5693.315430
	Iteration 118Q: 3 clusters Score -2.015666e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -20156708.000000 Penalty: 5693.315430
	Iteration 119Q: 3 clusters Score -2.015671e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -20156718.000000 Penalty: 5693.315430
	Iteration 120F: 3 clusters Score -2.015672e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -20156720.000000 Penalty: 5693.315430
	Iteration 121Q: 3 clusters Score -2.015672e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -20156730.000000 Penalty: 5693.315430
	Iteration 122Q: 3 clusters Score -2.015673e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -20156724.000000 Penalty: 5693.315430
	Iteration 123Q: 3 clusters Score -2.015672e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -20156738.000000 Penalty: 5693.315430
	Iteration 124Q: 3 clusters Score -2.015674e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -20156752.000000 Penalty: 5693.315430
	Iteration 125Q: 3 clusters Score -2.015675e+07 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -20156748.000000 Penalty: 5693.315430
	Iteration 126Q: 3 clusters Score -2.015675e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -20156784.000000 Penalty: 5693.315430
	Iteration 127Q: 3 clusters Score -2.015678e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -20156802.000000 Penalty: 5693.315430
	Iteration 128Q: 3 clusters Score -2.01568e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -20156806.000000 Penalty: 5693.315430
	Iteration 129Q: 3 clusters Score -2.015681e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -20156822.000000 Penalty: 5693.315430
	Iteration 130Q: 3 clusters Score -2.015682e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -20156798.000000 Penalty: 5693.315430
	Iteration 131Q: 3 clusters Score -2.01568e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -20156832.000000 Penalty: 5693.315430
	Iteration 132Q: 3 clusters Score -2.015683e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -20156774.000000 Penalty: 5693.315430
	Iteration 133Q: 3 clusters Score -2.015677e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -20156758.000000 Penalty: 5693.315430
	Iteration 134Q: 3 clusters Score -2.015676e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -20156768.000000 Penalty: 5693.315430
	Iteration 135Q: 3 clusters Score -2.015677e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -20156802.000000 Penalty: 5693.315430
	Iteration 136Q: 3 clusters Score -2.01568e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -20156780.000000 Penalty: 5693.315430
	Iteration 137Q: 3 clusters Score -2.015678e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -20156810.000000 Penalty: 5693.315430
	Iteration 138Q: 3 clusters Score -2.015681e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -20156808.000000 Penalty: 5693.315430
	Iteration 139Q: 3 clusters Score -2.015681e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -20156816.000000 Penalty: 5693.315430
	Iteration 140F: 3 clusters Score -2.015682e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -20156816.000000 Penalty: 5693.315430
	Iteration 141Q: 3 clusters Score -2.015682e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -20156832.000000 Penalty: 5693.315430
	Iteration 142Q: 3 clusters Score -2.015683e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -20156812.000000 Penalty: 5693.315430
	Iteration 143Q: 3 clusters Score -2.015681e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -20156832.000000 Penalty: 5693.315430
	Iteration 144Q: 3 clusters Score -2.015683e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -20156858.000000 Penalty: 5693.315430
	Iteration 145Q: 3 clusters Score -2.015686e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -20156838.000000 Penalty: 5693.315430
	Iteration 146Q: 3 clusters Score -2.015684e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -20156838.000000 Penalty: 5693.315430
	Iteration 147Q: 3 clusters Score -2.015684e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.015686e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -20156830.000000 Penalty: 5693.315430
	Iteration 149Q: 3 clusters Score -2.015683e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -20156844.000000 Penalty: 5693.315430
	Iteration 150Q: 3 clusters Score -2.015684e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -20156834.000000 Penalty: 5693.315430
	Iteration 151Q: 3 clusters Score -2.015683e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -20156842.000000 Penalty: 5693.315430
	Iteration 152Q: 3 clusters Score -2.015684e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -20156886.000000 Penalty: 5693.315430
	Iteration 153Q: 3 clusters Score -2.015689e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -20156880.000000 Penalty: 5693.315430
	Iteration 154Q: 3 clusters Score -2.015688e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -20156868.000000 Penalty: 5693.315430
	Iteration 155Q: 3 clusters Score -2.015687e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -20156850.000000 Penalty: 5693.315430
	Iteration 156Q: 3 clusters Score -2.015685e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -20156866.000000 Penalty: 5693.315430
	Iteration 157Q: 3 clusters Score -2.015687e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -20156850.000000 Penalty: 5693.315430
	Iteration 158Q: 3 clusters Score -2.015685e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -20156816.000000 Penalty: 5693.315430
	Iteration 159Q: 3 clusters Score -2.015682e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -20156802.000000 Penalty: 5693.315430
	Iteration 160F: 3 clusters Score -2.01568e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -20156806.000000 Penalty: 5693.315430
	Iteration 161Q: 3 clusters Score -2.015681e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -20156826.000000 Penalty: 5693.315430
	Iteration 162Q: 3 clusters Score -2.015683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -20156828.000000 Penalty: 5693.315430
	Iteration 163Q: 3 clusters Score -2.015683e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -20156832.000000 Penalty: 5693.315430
	Iteration 164Q: 3 clusters Score -2.015683e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -20156822.000000 Penalty: 5693.315430
	Iteration 165Q: 3 clusters Score -2.015682e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -20156822.000000 Penalty: 5693.315430
	Iteration 166Q: 3 clusters Score -2.015682e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -20156792.000000 Penalty: 5693.315430
	Iteration 167Q: 3 clusters Score -2.015679e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -20156806.000000 Penalty: 5693.315430
	Iteration 168Q: 3 clusters Score -2.015681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -20156826.000000 Penalty: 5693.315430
	Iteration 169Q: 3 clusters Score -2.015683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -20156820.000000 Penalty: 5693.315430
	Iteration 170Q: 3 clusters Score -2.015682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -20156846.000000 Penalty: 5693.315430
	Iteration 171Q: 3 clusters Score -2.015685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -20156864.000000 Penalty: 5693.315430
	Iteration 172Q: 3 clusters Score -2.015686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -20156864.000000 Penalty: 5693.315430
	Iteration 173Q: 3 clusters Score -2.015686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -20156850.000000 Penalty: 5693.315430
	Iteration 174Q: 3 clusters Score -2.015685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -20156856.000000 Penalty: 5693.315430
	Iteration 175Q: 3 clusters Score -2.015686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -20156864.000000 Penalty: 5693.315430
	Iteration 176Q: 3 clusters Score -2.015686e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -20156848.000000 Penalty: 5693.315430
	Iteration 177Q: 3 clusters Score -2.015685e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -20156850.000000 Penalty: 5693.315430
	Iteration 178Q: 3 clusters Score -2.015685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -20156866.000000 Penalty: 5693.315430
	Iteration 179Q: 3 clusters Score -2.015687e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -20156866.000000 Penalty: 5693.315430
	Iteration 180F: 3 clusters Score -2.015687e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -20156868.000000 Penalty: 5693.315430
	Iteration 181Q: 3 clusters Score -2.015687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -20156874.000000 Penalty: 5693.315430
	Iteration 182Q: 3 clusters Score -2.015687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -20156872.000000 Penalty: 5693.315430
	Iteration 183Q: 3 clusters Score -2.015687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -20156862.000000 Penalty: 5693.315430
	Iteration 184Q: 3 clusters Score -2.015686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -20156864.000000 Penalty: 5693.315430
	Iteration 185Q: 3 clusters Score -2.015686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -20156876.000000 Penalty: 5693.315430
	Iteration 186Q: 3 clusters Score -2.015688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -20156880.000000 Penalty: 5693.315430
	Iteration 187Q: 3 clusters Score -2.015688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -20156874.000000 Penalty: 5693.315430
	Iteration 188Q: 3 clusters Score -2.015687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -20156862.000000 Penalty: 5693.315430
	Iteration 189Q: 3 clusters Score -2.015686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -20156878.000000 Penalty: 5693.315430
	Iteration 190Q: 3 clusters Score -2.015688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -20156898.000000 Penalty: 5693.315430
	Iteration 191Q: 3 clusters Score -2.01569e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -20156894.000000 Penalty: 5693.315430
	Iteration 192Q: 3 clusters Score -2.015689e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -20156900.000000 Penalty: 5693.315430
	Iteration 193Q: 3 clusters Score -2.01569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -20156900.000000 Penalty: 5693.315430
	Iteration 194Q: 3 clusters Score -2.01569e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -20156882.000000 Penalty: 5693.315430
	Iteration 195Q: 3 clusters Score -2.015688e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -20156888.000000 Penalty: 5693.315430
	Iteration 196Q: 3 clusters Score -2.015689e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -20156890.000000 Penalty: 5693.315430
	Iteration 197Q: 3 clusters Score -2.015689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -20156914.000000 Penalty: 5693.315430
	Iteration 198Q: 3 clusters Score -2.015691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -20156904.000000 Penalty: 5693.315430
	Iteration 199Q: 3 clusters Score -2.01569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -20156914.000000 Penalty: 5693.315430
	Iteration 200F: 3 clusters Score -2.015691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -20156902.000000 Penalty: 5693.315430
	Iteration 201Q: 3 clusters Score -2.01569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -20156914.000000 Penalty: 5693.315430
	Iteration 202Q: 3 clusters Score -2.015691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -20156928.000000 Penalty: 5693.315430
	Iteration 203Q: 3 clusters Score -2.015693e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -20156936.000000 Penalty: 5693.315430
	Iteration 204Q: 3 clusters Score -2.015694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -20156934.000000 Penalty: 5693.315430
	Iteration 205Q: 3 clusters Score -2.015693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -20156954.000000 Penalty: 5693.315430
	Iteration 206Q: 3 clusters Score -2.015695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -20156936.000000 Penalty: 5693.315430
	Iteration 207Q: 3 clusters Score -2.015694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -20156954.000000 Penalty: 5693.315430
	Iteration 208Q: 3 clusters Score -2.015695e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -20156964.000000 Penalty: 5693.315430
	Iteration 209Q: 3 clusters Score -2.015696e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -20156986.000000 Penalty: 5693.315430
	Iteration 210Q: 3 clusters Score -2.015699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -20156982.000000 Penalty: 5693.315430
	Iteration 211Q: 3 clusters Score -2.015698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -20156992.000000 Penalty: 5693.315430
	Iteration 212Q: 3 clusters Score -2.015699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -20156974.000000 Penalty: 5693.315430
	Iteration 213Q: 3 clusters Score -2.015697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -20156998.000000 Penalty: 5693.315430
	Iteration 214Q: 3 clusters Score -2.0157e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -20157026.000000 Penalty: 5693.315430
	Iteration 215Q: 3 clusters Score -2.015703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -20157022.000000 Penalty: 5693.315430
	Iteration 216Q: 3 clusters Score -2.015702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -20157034.000000 Penalty: 5693.315430
	Iteration 217Q: 3 clusters Score -2.015703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -20157014.000000 Penalty: 5693.315430
	Iteration 218Q: 3 clusters Score -2.015701e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2.015698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -20156992.000000 Penalty: 5693.315430
	Iteration 220F: 3 clusters Score -2.015699e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2.0157e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -20157008.000000 Penalty: 5693.315430
	Iteration 222Q: 3 clusters Score -2.015701e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -20157020.000000 Penalty: 5693.315430
	Iteration 223Q: 3 clusters Score -2.015702e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -20157006.000000 Penalty: 5693.315430
	Iteration 224Q: 3 clusters Score -2.015701e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -20157060.000000 Penalty: 5693.315430
	Iteration 225Q: 3 clusters Score -2.015706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -20157048.000000 Penalty: 5693.315430
	Iteration 226Q: 3 clusters Score -2.015705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -20157056.000000 Penalty: 5693.315430
	Iteration 227Q: 3 clusters Score -2.015706e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2.015706e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -20157078.000000 Penalty: 5693.315430
	Iteration 229Q: 3 clusters Score -2.015708e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -20157100.000000 Penalty: 5693.315430
	Iteration 230Q: 3 clusters Score -2.01571e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -20157082.000000 Penalty: 5693.315430
	Iteration 231Q: 3 clusters Score -2.015708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -20157084.000000 Penalty: 5693.315430
	Iteration 232Q: 3 clusters Score -2.015708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -20157058.000000 Penalty: 5693.315430
	Iteration 233Q: 3 clusters Score -2.015706e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -20157074.000000 Penalty: 5693.315430
	Iteration 234Q: 3 clusters Score -2.015707e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -20157052.000000 Penalty: 5693.315430
	Iteration 235Q: 3 clusters Score -2.015705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -20157056.000000 Penalty: 5693.315430
	Iteration 236Q: 3 clusters Score -2.015706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -20157034.000000 Penalty: 5693.315430
	Iteration 237Q: 3 clusters Score -2.015703e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -20157006.000000 Penalty: 5693.315430
	Iteration 238Q: 3 clusters Score -2.015701e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -20157016.000000 Penalty: 5693.315430
	Iteration 239Q: 3 clusters Score -2.015702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -20157018.000000 Penalty: 5693.315430
	Iteration 240F: 3 clusters Score -2.015702e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -20157050.000000 Penalty: 5693.315430
	Iteration 241Q: 3 clusters Score -2.015705e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -20157080.000000 Penalty: 5693.315430
	Iteration 242Q: 3 clusters Score -2.015708e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -20157094.000000 Penalty: 5693.315430
	Iteration 243Q: 3 clusters Score -2.015709e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -20157114.000000 Penalty: 5693.315430
	Iteration 244Q: 3 clusters Score -2.015711e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -20157144.000000 Penalty: 5693.315430
	Iteration 245Q: 3 clusters Score -2.015714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -20157138.000000 Penalty: 5693.315430
	Iteration 246Q: 3 clusters Score -2.015714e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -20157150.000000 Penalty: 5693.315430
	Iteration 247Q: 3 clusters Score -2.015715e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -20157142.000000 Penalty: 5693.315430
	Iteration 248Q: 3 clusters Score -2.015714e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -20157128.000000 Penalty: 5693.315430
	Iteration 249Q: 3 clusters Score -2.015713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -20157124.000000 Penalty: 5693.315430
	Iteration 250Q: 3 clusters Score -2.015712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -20157114.000000 Penalty: 5693.315430
	Iteration 251Q: 3 clusters Score -2.015711e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -20157096.000000 Penalty: 5693.315430
	Iteration 252Q: 3 clusters Score -2.01571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -20157126.000000 Penalty: 5693.315430
	Iteration 253Q: 3 clusters Score -2.015713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -20157122.000000 Penalty: 5693.315430
	Iteration 254Q: 3 clusters Score -2.015712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -20157106.000000 Penalty: 5693.315430
	Iteration 255Q: 3 clusters Score -2.015711e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -20157086.000000 Penalty: 5693.315430
	Iteration 256Q: 3 clusters Score -2.015709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -20157066.000000 Penalty: 5693.315430
	Iteration 257Q: 3 clusters Score -2.015707e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -20157106.000000 Penalty: 5693.315430
	Iteration 258Q: 3 clusters Score -2.015711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -20157088.000000 Penalty: 5693.315430
	Iteration 259Q: 3 clusters Score -2.015709e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -20157104.000000 Penalty: 5693.315430
	Iteration 260F: 3 clusters Score -2.01571e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -20157062.000000 Penalty: 5693.315430
	Iteration 261Q: 3 clusters Score -2.015706e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -20157062.000000 Penalty: 5693.315430
	Iteration 262Q: 3 clusters Score -2.015706e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -20157066.000000 Penalty: 5693.315430
	Iteration 263Q: 3 clusters Score -2.015707e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -20157020.000000 Penalty: 5693.315430
	Iteration 264Q: 3 clusters Score -2.015702e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -20157046.000000 Penalty: 5693.315430
	Iteration 265Q: 3 clusters Score -2.015705e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -20157056.000000 Penalty: 5693.315430
	Iteration 266Q: 3 clusters Score -2.015706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -20157038.000000 Penalty: 5693.315430
	Iteration 267Q: 3 clusters Score -2.015704e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -20157050.000000 Penalty: 5693.315430
	Iteration 268Q: 3 clusters Score -2.015705e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -20157052.000000 Penalty: 5693.315430
	Iteration 269Q: 3 clusters Score -2.015705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -20157056.000000 Penalty: 5693.315430
	Iteration 270Q: 3 clusters Score -2.015706e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -20157056.000000 Penalty: 5693.315430
	Iteration 271Q: 3 clusters Score -2.015706e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -20157068.000000 Penalty: 5693.315430
	Iteration 272Q: 3 clusters Score -2.015707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -20157132.000000 Penalty: 5693.315430
	Iteration 273Q: 3 clusters Score -2.015713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -20157096.000000 Penalty: 5693.315430
	Iteration 274Q: 3 clusters Score -2.01571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -20157112.000000 Penalty: 5693.315430
	Iteration 275Q: 3 clusters Score -2.015711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -20157116.000000 Penalty: 5693.315430
	Iteration 276Q: 3 clusters Score -2.015712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -20157134.000000 Penalty: 5693.315430
	Iteration 277Q: 3 clusters Score -2.015713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -20157104.000000 Penalty: 5693.315430
	Iteration 278Q: 3 clusters Score -2.01571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -20157096.000000 Penalty: 5693.315430
	Iteration 279Q: 3 clusters Score -2.01571e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -20157080.000000 Penalty: 5693.315430
	Iteration 280F: 3 clusters Score -2.015708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -20157064.000000 Penalty: 5693.315430
	Iteration 281Q: 3 clusters Score -2.015706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -20157064.000000 Penalty: 5693.315430
	Iteration 282Q: 3 clusters Score -2.015706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -20157072.000000 Penalty: 5693.315430
	Iteration 283Q: 3 clusters Score -2.015707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -20157044.000000 Penalty: 5693.315430
	Iteration 284Q: 3 clusters Score -2.015704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -20157052.000000 Penalty: 5693.315430
	Iteration 285Q: 3 clusters Score -2.015705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -20157028.000000 Penalty: 5693.315430
	Iteration 286Q: 3 clusters Score -2.015703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -20157030.000000 Penalty: 5693.315430
	Iteration 287Q: 3 clusters Score -2.015703e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -20157034.000000 Penalty: 5693.315430
	Iteration 288Q: 3 clusters Score -2.015703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -20157020.000000 Penalty: 5693.315430
	Iteration 289Q: 3 clusters Score -2.015702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -20157016.000000 Penalty: 5693.315430
	Iteration 290Q: 3 clusters Score -2.015702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -20157010.000000 Penalty: 5693.315430
	Iteration 291Q: 3 clusters Score -2.015701e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -20157012.000000 Penalty: 5693.315430
	Iteration 292Q: 3 clusters Score -2.015701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -20157026.000000 Penalty: 5693.315430
	Iteration 293Q: 3 clusters Score -2.015703e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -20157030.000000 Penalty: 5693.315430
	Iteration 294Q: 3 clusters Score -2.015703e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -20157042.000000 Penalty: 5693.315430
	Iteration 295Q: 3 clusters Score -2.015704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -20157022.000000 Penalty: 5693.315430
	Iteration 296Q: 3 clusters Score -2.015702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -20157060.000000 Penalty: 5693.315430
	Iteration 297Q: 3 clusters Score -2.015706e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -20157038.000000 Penalty: 5693.315430
	Iteration 298Q: 3 clusters Score -2.015704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -20157044.000000 Penalty: 5693.315430
	Iteration 299Q: 3 clusters Score -2.015704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -20157030.000000 Penalty: 5693.315430
	Iteration 300F: 3 clusters Score -2.015703e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -20157028.000000 Penalty: 5693.315430
	Iteration 301Q: 3 clusters Score -2.015703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -20157038.000000 Penalty: 5693.315430
	Iteration 302Q: 3 clusters Score -2.015704e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -20157062.000000 Penalty: 5693.315430
	Iteration 303Q: 3 clusters Score -2.015706e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -20157044.000000 Penalty: 5693.315430
	Iteration 304Q: 3 clusters Score -2.015704e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -20157056.000000 Penalty: 5693.315430
	Iteration 305Q: 3 clusters Score -2.015706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -20157068.000000 Penalty: 5693.315430
	Iteration 306Q: 3 clusters Score -2.015707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -20157074.000000 Penalty: 5693.315430
	Iteration 307Q: 3 clusters Score -2.015707e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -20157068.000000 Penalty: 5693.315430
	Iteration 308Q: 3 clusters Score -2.015707e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -20157030.000000 Penalty: 5693.315430
	Iteration 309Q: 3 clusters Score -2.015703e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -20157048.000000 Penalty: 5693.315430
	Iteration 310Q: 3 clusters Score -2.015705e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -20157042.000000 Penalty: 5693.315430
	Iteration 311Q: 3 clusters Score -2.015704e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -20157050.000000 Penalty: 5693.315430
	Iteration 312Q: 3 clusters Score -2.015705e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -20157042.000000 Penalty: 5693.315430
	Iteration 313Q: 3 clusters Score -2.015704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -20157076.000000 Penalty: 5693.315430
	Iteration 314Q: 3 clusters Score -2.015708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -20157062.000000 Penalty: 5693.315430
	Iteration 315Q: 3 clusters Score -2.015706e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -20157056.000000 Penalty: 5693.315430
	Iteration 316Q: 3 clusters Score -2.015706e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -20157038.000000 Penalty: 5693.315430
	Iteration 317Q: 3 clusters Score -2.015704e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -20157024.000000 Penalty: 5693.315430
	Iteration 318Q: 3 clusters Score -2.015702e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -20157040.000000 Penalty: 5693.315430
	Iteration 319Q: 3 clusters Score -2.015704e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -20157018.000000 Penalty: 5693.315430
	Iteration 320F: 3 clusters Score -2.015702e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -20157032.000000 Penalty: 5693.315430
	Iteration 321Q: 3 clusters Score -2.015703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -20157038.000000 Penalty: 5693.315430
	Iteration 322Q: 3 clusters Score -2.015704e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -20157068.000000 Penalty: 5693.315430
	Iteration 323Q: 3 clusters Score -2.015707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -20157064.000000 Penalty: 5693.315430
	Iteration 324Q: 3 clusters Score -2.015706e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -20157068.000000 Penalty: 5693.315430
	Iteration 325Q: 3 clusters Score -2.015707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -20157068.000000 Penalty: 5693.315430
	Iteration 326Q: 3 clusters Score -2.015707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -20157076.000000 Penalty: 5693.315430
	Iteration 327Q: 3 clusters Score -2.015708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -20157052.000000 Penalty: 5693.315430
	Iteration 328Q: 3 clusters Score -2.015705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -20157058.000000 Penalty: 5693.315430
	Iteration 329Q: 3 clusters Score -2.015706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -20157064.000000 Penalty: 5693.315430
	Iteration 330Q: 3 clusters Score -2.015706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -20157062.000000 Penalty: 5693.315430
	Iteration 331Q: 3 clusters Score -2.015706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -20157044.000000 Penalty: 5693.315430
	Iteration 332Q: 3 clusters Score -2.015704e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -20157060.000000 Penalty: 5693.315430
	Iteration 333Q: 3 clusters Score -2.015706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -20157044.000000 Penalty: 5693.315430
	Iteration 334Q: 3 clusters Score -2.015704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -20157042.000000 Penalty: 5693.315430
	Iteration 335Q: 3 clusters Score -2.015704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -20157050.000000 Penalty: 5693.315430
	Iteration 336Q: 3 clusters Score -2.015705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -20157048.000000 Penalty: 5693.315430
	Iteration 337Q: 3 clusters Score -2.015705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -20157054.000000 Penalty: 5693.315430
	Iteration 338Q: 3 clusters Score -2.015705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -20157054.000000 Penalty: 5693.315430
	Iteration 339Q: 3 clusters Score -2.015705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -20157044.000000 Penalty: 5693.315430
	Iteration 340F: 3 clusters Score -2.015704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -20157028.000000 Penalty: 5693.315430
	Iteration 341Q: 3 clusters Score -2.015703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -20157028.000000 Penalty: 5693.315430
	Iteration 342Q: 3 clusters Score -2.015703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -20157016.000000 Penalty: 5693.315430
	Iteration 343Q: 3 clusters Score -2.015702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -20157018.000000 Penalty: 5693.315430
	Iteration 344Q: 3 clusters Score -2.015702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -20157020.000000 Penalty: 5693.315430
	Iteration 345Q: 3 clusters Score -2.015702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -20157018.000000 Penalty: 5693.315430
	Iteration 346Q: 3 clusters Score -2.015702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -20157012.000000 Penalty: 5693.315430
	Iteration 347Q: 3 clusters Score -2.015701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -20157002.000000 Penalty: 5693.315430
	Iteration 348Q: 3 clusters Score -2.0157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -20157012.000000 Penalty: 5693.315430
	Iteration 349Q: 3 clusters Score -2.015701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -20157022.000000 Penalty: 5693.315430
	Iteration 350Q: 3 clusters Score -2.015702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -20157024.000000 Penalty: 5693.315430
	Iteration 351Q: 3 clusters Score -2.015702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -20157018.000000 Penalty: 5693.315430
	Iteration 352Q: 3 clusters Score -2.015702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -20157018.000000 Penalty: 5693.315430
	Iteration 353Q: 3 clusters Score -2.015702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -20157020.000000 Penalty: 5693.315430
	Iteration 354Q: 3 clusters Score -2.015702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -20157016.000000 Penalty: 5693.315430
	Iteration 355Q: 3 clusters Score -2.015702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -20157026.000000 Penalty: 5693.315430
	Iteration 356Q: 3 clusters Score -2.015703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -20157024.000000 Penalty: 5693.315430
	Iteration 357Q: 3 clusters Score -2.015702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -20157022.000000 Penalty: 5693.315430
	Iteration 358Q: 3 clusters Score -2.015702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -20157022.000000 Penalty: 5693.315430
	Iteration 359Q: 3 clusters Score -2.015702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -20157026.000000 Penalty: 5693.315430
	Iteration 360F: 3 clusters Score -2.015703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -20157034.000000 Penalty: 5693.315430
	Iteration 361Q: 3 clusters Score -2.015703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -20157036.000000 Penalty: 5693.315430
	Iteration 362Q: 3 clusters Score -2.015704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -20157036.000000 Penalty: 5693.315430
	Iteration 363F: 3 clusters Score -2.015704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 33382 members 
Mstep: Class 16 contains 51752 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 721 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 44860 members 
Entering Unmasked Estep 
Score: -160890800.000000 Penalty: 108245.070312
Splitting cluster 16 changes total score from -160608736.000000 to -160890800.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (13961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Entering Unmasked Estep 
Score: -2480032.250000 Penalty: 2366.917480
	Iteration 0F: 2 clusters Score -2480032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2470513.000000 Penalty: 4733.834961
	Iteration 0F: 3 clusters Score -2470513 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2479734.250000 Penalty: 4733.834961
	Iteration 1F: 3 clusters Score -2479734 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2485658.500000 Penalty: 4733.834961
	Iteration 2F: 3 clusters Score -2485658 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2488348.000000 Penalty: 4733.834961
	Iteration 3F: 3 clusters Score -2488348 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2489086.500000 Penalty: 4733.834961
	Iteration 4F: 3 clusters Score -2489086 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2489422.750000 Penalty: 4733.834961
	Iteration 5Q: 3 clusters Score -2489423 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2489732.000000 Penalty: 4733.834961
	Iteration 6Q: 3 clusters Score -2489732 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2490012.500000 Penalty: 4733.834961
	Iteration 7Q: 3 clusters Score -2490012 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2490253.250000 Penalty: 4733.834961
	Iteration 8Q: 3 clusters Score -2490253 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2490443.500000 Penalty: 4733.834961
	Iteration 9Q: 3 clusters Score -2490444 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2490567.750000 Penalty: 4733.834961
	Iteration 10Q: 3 clusters Score -2490568 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2490660.500000 Penalty: 4733.834961
	Iteration 11Q: 3 clusters Score -2490660 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2490752.750000 Penalty: 4733.834961
	Iteration 12Q: 3 clusters Score -2490753 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2490863.500000 Penalty: 4733.834961
	Iteration 13Q: 3 clusters Score -2490864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2490942.500000 Penalty: 4733.834961
	Iteration 14Q: 3 clusters Score -2490942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2491004.250000 Penalty: 4733.834961
	Iteration 15Q: 3 clusters Score -2491004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2491058.500000 Penalty: 4733.834961
	Iteration 16Q: 3 clusters Score -2491058 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2491095.750000 Penalty: 4733.834961
	Iteration 17Q: 3 clusters Score -2491096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2491161.750000 Penalty: 4733.834961
	Iteration 18Q: 3 clusters Score -2491162 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2491208.500000 Penalty: 4733.834961
	Iteration 19Q: 3 clusters Score -2491208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2491319.500000 Penalty: 4733.834961
	Iteration 20F: 3 clusters Score -2491320 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2491458.250000 Penalty: 4733.834961
	Iteration 21Q: 3 clusters Score -2491458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2491616.750000 Penalty: 4733.834961
	Iteration 22Q: 3 clusters Score -2491617 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2491863.250000 Penalty: 4733.834961
	Iteration 23Q: 3 clusters Score -2491863 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2492165.000000 Penalty: 4733.834961
	Iteration 24Q: 3 clusters Score -2492165 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2492511.500000 Penalty: 4733.834961
	Iteration 25Q: 3 clusters Score -2492512 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2492790.750000 Penalty: 4733.834961
	Iteration 26Q: 3 clusters Score -2492791 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2493004.000000 Penalty: 4733.834961
	Iteration 27Q: 3 clusters Score -2493004 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2493200.000000 Penalty: 4733.834961
	Iteration 28Q: 3 clusters Score -2493200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2493368.750000 Penalty: 4733.834961
	Iteration 29Q: 3 clusters Score -2493369 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2493551.000000 Penalty: 4733.834961
	Iteration 30Q: 3 clusters Score -2493551 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2493701.000000 Penalty: 4733.834961
	Iteration 31Q: 3 clusters Score -2493701 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2493956.750000 Penalty: 4733.834961
	Iteration 32Q: 3 clusters Score -2493957 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2494354.000000 Penalty: 4733.834961
	Iteration 33Q: 3 clusters Score -2494354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2494879.000000 Penalty: 4733.834961
	Iteration 34Q: 3 clusters Score -2494879 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2495136.750000 Penalty: 4733.834961
	Iteration 35Q: 3 clusters Score -2495137 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2495224.500000 Penalty: 4733.834961
	Iteration 36Q: 3 clusters Score -2495224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2495248.500000 Penalty: 4733.834961
	Iteration 37Q: 3 clusters Score -2495248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2495263.500000 Penalty: 4733.834961
	Iteration 38Q: 3 clusters Score -2495264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2495277.500000 Penalty: 4733.834961
	Iteration 39Q: 3 clusters Score -2495278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2495373.750000 Penalty: 4733.834961
	Iteration 40F: 3 clusters Score -2495374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2495469.000000 Penalty: 4733.834961
	Iteration 41Q: 3 clusters Score -2495469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2495546.000000 Penalty: 4733.834961
	Iteration 42Q: 3 clusters Score -2495546 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2495618.000000 Penalty: 4733.834961
	Iteration 43Q: 3 clusters Score -2495618 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2495662.000000 Penalty: 4733.834961
	Iteration 44Q: 3 clusters Score -2495662 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2495708.750000 Penalty: 4733.834961
	Iteration 45Q: 3 clusters Score -2495709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2495755.750000 Penalty: 4733.834961
	Iteration 46Q: 3 clusters Score -2495756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2495809.250000 Penalty: 4733.834961
	Iteration 47Q: 3 clusters Score -2495809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2495855.500000 Penalty: 4733.834961
	Iteration 48Q: 3 clusters Score -2495856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2495935.750000 Penalty: 4733.834961
	Iteration 49Q: 3 clusters Score -2495936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2496053.750000 Penalty: 4733.834961
	Iteration 50Q: 3 clusters Score -2496054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2496222.000000 Penalty: 4733.834961
	Iteration 51Q: 3 clusters Score -2496222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2496458.750000 Penalty: 4733.834961
	Iteration 52Q: 3 clusters Score -2496459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2496765.750000 Penalty: 4733.834961
	Iteration 53Q: 3 clusters Score -2496766 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2497109.000000 Penalty: 4733.834961
	Iteration 54Q: 3 clusters Score -2497109 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2497565.250000 Penalty: 4733.834961
	Iteration 55Q: 3 clusters Score -2497565 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2498128.500000 Penalty: 4733.834961
	Iteration 56Q: 3 clusters Score -2498128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2498837.750000 Penalty: 4733.834961
	Iteration 57Q: 3 clusters Score -2498838 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2499709.500000 Penalty: 4733.834961
	Iteration 58Q: 3 clusters Score -2499710 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2500300.500000 Penalty: 4733.834961
	Iteration 59Q: 3 clusters Score -2500300 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2500573.500000 Penalty: 4733.834961
	Iteration 60F: 3 clusters Score -2500574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2500658.500000 Penalty: 4733.834961
	Iteration 61Q: 3 clusters Score -2500658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2500680.750000 Penalty: 4733.834961
	Iteration 62Q: 3 clusters Score -2500681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2500687.250000 Penalty: 4733.834961
	Iteration 63Q: 3 clusters Score -2500687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2500694.750000 Penalty: 4733.834961
	Iteration 64Q: 3 clusters Score -2500695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2500697.500000 Penalty: 4733.834961
	Iteration 65Q: 3 clusters Score -2500698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2500700.500000 Penalty: 4733.834961
	Iteration 66Q: 3 clusters Score -2500700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2500699.500000 Penalty: 4733.834961
	Iteration 67Q: 3 clusters Score -2500700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2500695.250000 Penalty: 4733.834961
	Iteration 68Q: 3 clusters Score -2500695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2500698.250000 Penalty: 4733.834961
	Iteration 69Q: 3 clusters Score -2500698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2500698.250000 Penalty: 4733.834961
	Iteration 70F: 3 clusters Score -2500698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 33382 members 
Mstep: Class 16 contains 51752 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 721 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 44860 members 
Mstep: Class 33 contains 4755 members 
Entering Unmasked Estep 
Score: -160915584.000000 Penalty: 111627.726562
Splitting cluster 17 changes total score from -160608736.000000 to -160915584.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (89373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Entering Unmasked Estep 
Score: -17219904.000000 Penalty: 2827.342285
	Iteration 0F: 2 clusters Score -1.72199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -17225976.000000 Penalty: 5654.684570
	Iteration 0F: 3 clusters Score -1.722598e+07 nChanged 42289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -17250580.000000 Penalty: 5654.684570
	Iteration 1F: 3 clusters Score -1.725058e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -17252608.000000 Penalty: 5654.684570
	Iteration 2F: 3 clusters Score -1.725261e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -17255882.000000 Penalty: 5654.684570
	Iteration 3F: 3 clusters Score -1.725588e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -17260346.000000 Penalty: 5654.684570
	Iteration 4F: 3 clusters Score -1.726035e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -17264488.000000 Penalty: 5654.684570
	Iteration 5F: 3 clusters Score -1.726449e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -17268318.000000 Penalty: 5654.684570
	Iteration 6F: 3 clusters Score -1.726832e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -17270932.000000 Penalty: 5654.684570
	Iteration 7F: 3 clusters Score -1.727093e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -17271792.000000 Penalty: 5654.684570
	Iteration 8Q: 3 clusters Score -1.727179e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -17272038.000000 Penalty: 5654.684570
	Iteration 9Q: 3 clusters Score -1.727204e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -17272118.000000 Penalty: 5654.684570
	Iteration 10Q: 3 clusters Score -1.727212e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -17272104.000000 Penalty: 5654.684570
	Iteration 11Q: 3 clusters Score -1.72721e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -17272124.000000 Penalty: 5654.684570
	Iteration 12Q: 3 clusters Score -1.727212e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -17272192.000000 Penalty: 5654.684570
	Iteration 13Q: 3 clusters Score -1.727219e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -17272166.000000 Penalty: 5654.684570
	Iteration 14Q: 3 clusters Score -1.727217e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -17272178.000000 Penalty: 5654.684570
	Iteration 15Q: 3 clusters Score -1.727218e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -17272174.000000 Penalty: 5654.684570
	Iteration 16Q: 3 clusters Score -1.727217e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -17272172.000000 Penalty: 5654.684570
	Iteration 17Q: 3 clusters Score -1.727217e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -17272192.000000 Penalty: 5654.684570
	Iteration 18Q: 3 clusters Score -1.727219e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -17272204.000000 Penalty: 5654.684570
	Iteration 19Q: 3 clusters Score -1.72722e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -17272250.000000 Penalty: 5654.684570
	Iteration 20F: 3 clusters Score -1.727225e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -17272350.000000 Penalty: 5654.684570
	Iteration 21Q: 3 clusters Score -1.727235e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -17272490.000000 Penalty: 5654.684570
	Iteration 22Q: 3 clusters Score -1.727249e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -17272506.000000 Penalty: 5654.684570
	Iteration 23Q: 3 clusters Score -1.727251e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -17272562.000000 Penalty: 5654.684570
	Iteration 24Q: 3 clusters Score -1.727256e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -17272638.000000 Penalty: 5654.684570
	Iteration 25Q: 3 clusters Score -1.727264e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -17272696.000000 Penalty: 5654.684570
	Iteration 26Q: 3 clusters Score -1.72727e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -17272832.000000 Penalty: 5654.684570
	Iteration 27Q: 3 clusters Score -1.727283e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -17272918.000000 Penalty: 5654.684570
	Iteration 28Q: 3 clusters Score -1.727292e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -17273028.000000 Penalty: 5654.684570
	Iteration 29Q: 3 clusters Score -1.727303e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -17273078.000000 Penalty: 5654.684570
	Iteration 30Q: 3 clusters Score -1.727308e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -17273132.000000 Penalty: 5654.684570
	Iteration 31Q: 3 clusters Score -1.727313e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -17273152.000000 Penalty: 5654.684570
	Iteration 32Q: 3 clusters Score -1.727315e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -17273158.000000 Penalty: 5654.684570
	Iteration 33Q: 3 clusters Score -1.727316e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -17273180.000000 Penalty: 5654.684570
	Iteration 34Q: 3 clusters Score -1.727318e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -17273236.000000 Penalty: 5654.684570
	Iteration 35Q: 3 clusters Score -1.727324e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -17273226.000000 Penalty: 5654.684570
	Iteration 36Q: 3 clusters Score -1.727323e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -17273236.000000 Penalty: 5654.684570
	Iteration 37Q: 3 clusters Score -1.727324e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -17273224.000000 Penalty: 5654.684570
	Iteration 38Q: 3 clusters Score -1.727322e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -17273226.000000 Penalty: 5654.684570
	Iteration 39Q: 3 clusters Score -1.727323e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -17273232.000000 Penalty: 5654.684570
	Iteration 40F: 3 clusters Score -1.727323e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -17273264.000000 Penalty: 5654.684570
	Iteration 41Q: 3 clusters Score -1.727326e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -17273308.000000 Penalty: 5654.684570
	Iteration 42Q: 3 clusters Score -1.727331e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -17273354.000000 Penalty: 5654.684570
	Iteration 43Q: 3 clusters Score -1.727335e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -17273372.000000 Penalty: 5654.684570
	Iteration 44Q: 3 clusters Score -1.727337e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -17273440.000000 Penalty: 5654.684570
	Iteration 45Q: 3 clusters Score -1.727344e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -17273456.000000 Penalty: 5654.684570
	Iteration 46Q: 3 clusters Score -1.727346e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -17273486.000000 Penalty: 5654.684570
	Iteration 47Q: 3 clusters Score -1.727349e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -17273512.000000 Penalty: 5654.684570
	Iteration 48Q: 3 clusters Score -1.727351e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -17273546.000000 Penalty: 5654.684570
	Iteration 49Q: 3 clusters Score -1.727355e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -17273574.000000 Penalty: 5654.684570
	Iteration 50Q: 3 clusters Score -1.727357e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -17273574.000000 Penalty: 5654.684570
	Iteration 51Q: 3 clusters Score -1.727357e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -17273584.000000 Penalty: 5654.684570
	Iteration 52Q: 3 clusters Score -1.727358e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -17273586.000000 Penalty: 5654.684570
	Iteration 53Q: 3 clusters Score -1.727359e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -17273600.000000 Penalty: 5654.684570
	Iteration 54Q: 3 clusters Score -1.72736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -17273598.000000 Penalty: 5654.684570
	Iteration 55Q: 3 clusters Score -1.72736e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -17273594.000000 Penalty: 5654.684570
	Iteration 56Q: 3 clusters Score -1.727359e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -17273614.000000 Penalty: 5654.684570
	Iteration 57Q: 3 clusters Score -1.727361e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -17273612.000000 Penalty: 5654.684570
	Iteration 58Q: 3 clusters Score -1.727361e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -17273642.000000 Penalty: 5654.684570
	Iteration 59Q: 3 clusters Score -1.727364e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -17273600.000000 Penalty: 5654.684570
	Iteration 60F: 3 clusters Score -1.72736e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -17273600.000000 Penalty: 5654.684570
	Iteration 61Q: 3 clusters Score -1.72736e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -17273552.000000 Penalty: 5654.684570
	Iteration 62Q: 3 clusters Score -1.727355e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -17273520.000000 Penalty: 5654.684570
	Iteration 63Q: 3 clusters Score -1.727352e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -17273532.000000 Penalty: 5654.684570
	Iteration 64Q: 3 clusters Score -1.727353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -17273542.000000 Penalty: 5654.684570
	Iteration 65Q: 3 clusters Score -1.727354e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -17273544.000000 Penalty: 5654.684570
	Iteration 66Q: 3 clusters Score -1.727354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -17273526.000000 Penalty: 5654.684570
	Iteration 67Q: 3 clusters Score -1.727353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -17273560.000000 Penalty: 5654.684570
	Iteration 68Q: 3 clusters Score -1.727356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -17273558.000000 Penalty: 5654.684570
	Iteration 69Q: 3 clusters Score -1.727356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -17273558.000000 Penalty: 5654.684570
	Iteration 70Q: 3 clusters Score -1.727356e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -17273526.000000 Penalty: 5654.684570
	Iteration 71Q: 3 clusters Score -1.727353e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -17273522.000000 Penalty: 5654.684570
	Iteration 72Q: 3 clusters Score -1.727352e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -17273512.000000 Penalty: 5654.684570
	Iteration 73Q: 3 clusters Score -1.727351e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -17273530.000000 Penalty: 5654.684570
	Iteration 74Q: 3 clusters Score -1.727353e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -17273528.000000 Penalty: 5654.684570
	Iteration 75Q: 3 clusters Score -1.727353e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -17273602.000000 Penalty: 5654.684570
	Iteration 76Q: 3 clusters Score -1.72736e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -17273592.000000 Penalty: 5654.684570
	Iteration 77Q: 3 clusters Score -1.727359e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -17273580.000000 Penalty: 5654.684570
	Iteration 78Q: 3 clusters Score -1.727358e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -17273588.000000 Penalty: 5654.684570
	Iteration 79Q: 3 clusters Score -1.727359e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -17273626.000000 Penalty: 5654.684570
	Iteration 80F: 3 clusters Score -1.727363e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -17273656.000000 Penalty: 5654.684570
	Iteration 81Q: 3 clusters Score -1.727366e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -17273658.000000 Penalty: 5654.684570
	Iteration 82Q: 3 clusters Score -1.727366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -17273676.000000 Penalty: 5654.684570
	Iteration 83Q: 3 clusters Score -1.727368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -17273678.000000 Penalty: 5654.684570
	Iteration 84Q: 3 clusters Score -1.727368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -17273694.000000 Penalty: 5654.684570
	Iteration 85Q: 3 clusters Score -1.727369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -17273702.000000 Penalty: 5654.684570
	Iteration 86Q: 3 clusters Score -1.72737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -17273726.000000 Penalty: 5654.684570
	Iteration 87Q: 3 clusters Score -1.727373e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -17273730.000000 Penalty: 5654.684570
	Iteration 88Q: 3 clusters Score -1.727373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -17273736.000000 Penalty: 5654.684570
	Iteration 89Q: 3 clusters Score -1.727374e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -17273760.000000 Penalty: 5654.684570
	Iteration 90Q: 3 clusters Score -1.727376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -17273798.000000 Penalty: 5654.684570
	Iteration 91Q: 3 clusters Score -1.72738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -17273806.000000 Penalty: 5654.684570
	Iteration 92Q: 3 clusters Score -1.727381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -17273812.000000 Penalty: 5654.684570
	Iteration 93Q: 3 clusters Score -1.727381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -17273830.000000 Penalty: 5654.684570
	Iteration 94Q: 3 clusters Score -1.727383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -17273828.000000 Penalty: 5654.684570
	Iteration 95Q: 3 clusters Score -1.727383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -17273838.000000 Penalty: 5654.684570
	Iteration 96Q: 3 clusters Score -1.727384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -17273846.000000 Penalty: 5654.684570
	Iteration 97Q: 3 clusters Score -1.727385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -17273852.000000 Penalty: 5654.684570
	Iteration 98Q: 3 clusters Score -1.727385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -17273868.000000 Penalty: 5654.684570
	Iteration 99Q: 3 clusters Score -1.727387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -17273866.000000 Penalty: 5654.684570
	Iteration 100F: 3 clusters Score -1.727387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -17273866.000000 Penalty: 5654.684570
	Iteration 101Q: 3 clusters Score -1.727387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -17273852.000000 Penalty: 5654.684570
	Iteration 102Q: 3 clusters Score -1.727385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -17273850.000000 Penalty: 5654.684570
	Iteration 103Q: 3 clusters Score -1.727385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -17273866.000000 Penalty: 5654.684570
	Iteration 104Q: 3 clusters Score -1.727387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -17273872.000000 Penalty: 5654.684570
	Iteration 105Q: 3 clusters Score -1.727387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -17273878.000000 Penalty: 5654.684570
	Iteration 106Q: 3 clusters Score -1.727388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -17273870.000000 Penalty: 5654.684570
	Iteration 107Q: 3 clusters Score -1.727387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -17273892.000000 Penalty: 5654.684570
	Iteration 108Q: 3 clusters Score -1.727389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -17273886.000000 Penalty: 5654.684570
	Iteration 109Q: 3 clusters Score -1.727389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -17273882.000000 Penalty: 5654.684570
	Iteration 110Q: 3 clusters Score -1.727388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -17273884.000000 Penalty: 5654.684570
	Iteration 111Q: 3 clusters Score -1.727388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -17273884.000000 Penalty: 5654.684570
	Iteration 112F: 3 clusters Score -1.727388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 33382 members 
Mstep: Class 16 contains 51752 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 35622 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 721 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 44860 members 
Mstep: Class 33 contains 4755 members 
Mstep: Class 34 contains 53751 members 
Entering Unmasked Estep 
Score: -160961456.000000 Penalty: 115010.382812
Splitting cluster 18 changes total score from -160608736.000000 to -160961456.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (87005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Entering Unmasked Estep 
Score: -16840188.000000 Penalty: 2820.682861
	Iteration 0F: 2 clusters Score -1.684019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -16847772.000000 Penalty: 5641.365723
	Iteration 0F: 3 clusters Score -1.684777e+07 nChanged 40840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -16871038.000000 Penalty: 5641.365723
	Iteration 1F: 3 clusters Score -1.687104e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -16871922.000000 Penalty: 5641.365723
	Iteration 2F: 3 clusters Score -1.687192e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -16872454.000000 Penalty: 5641.365723
	Iteration 3F: 3 clusters Score -1.687245e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -16873042.000000 Penalty: 5641.365723
	Iteration 4Q: 3 clusters Score -1.687304e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -16874138.000000 Penalty: 5641.365723
	Iteration 5Q: 3 clusters Score -1.687414e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -16876400.000000 Penalty: 5641.365723
	Iteration 6F: 3 clusters Score -1.68764e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -16879594.000000 Penalty: 5641.365723
	Iteration 7F: 3 clusters Score -1.687959e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -16882710.000000 Penalty: 5641.365723
	Iteration 8F: 3 clusters Score -1.688271e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -16883776.000000 Penalty: 5641.365723
	Iteration 9F: 3 clusters Score -1.688378e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -16883962.000000 Penalty: 5641.365723
	Iteration 10Q: 3 clusters Score -1.688396e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -16884250.000000 Penalty: 5641.365723
	Iteration 11Q: 3 clusters Score -1.688425e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -16884728.000000 Penalty: 5641.365723
	Iteration 12Q: 3 clusters Score -1.688473e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -16885046.000000 Penalty: 5641.365723
	Iteration 13Q: 3 clusters Score -1.688505e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -16885188.000000 Penalty: 5641.365723
	Iteration 14Q: 3 clusters Score -1.688519e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -16885634.000000 Penalty: 5641.365723
	Iteration 15Q: 3 clusters Score -1.688563e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -16885856.000000 Penalty: 5641.365723
	Iteration 16Q: 3 clusters Score -1.688586e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -16885626.000000 Penalty: 5641.365723
	Iteration 17Q: 3 clusters Score -1.688563e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -16885702.000000 Penalty: 5641.365723
	Iteration 18Q: 3 clusters Score -1.68857e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -16885834.000000 Penalty: 5641.365723
	Iteration 19Q: 3 clusters Score -1.688583e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -16885836.000000 Penalty: 5641.365723
	Iteration 20F: 3 clusters Score -1.688584e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -16885782.000000 Penalty: 5641.365723
	Iteration 21Q: 3 clusters Score -1.688578e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -16885760.000000 Penalty: 5641.365723
	Iteration 22Q: 3 clusters Score -1.688576e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -16885856.000000 Penalty: 5641.365723
	Iteration 23Q: 3 clusters Score -1.688586e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -16885910.000000 Penalty: 5641.365723
	Iteration 24Q: 3 clusters Score -1.688591e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -16885988.000000 Penalty: 5641.365723
	Iteration 25Q: 3 clusters Score -1.688599e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -16886164.000000 Penalty: 5641.365723
	Iteration 26Q: 3 clusters Score -1.688616e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -16886202.000000 Penalty: 5641.365723
	Iteration 27Q: 3 clusters Score -1.68862e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -16886392.000000 Penalty: 5641.365723
	Iteration 28Q: 3 clusters Score -1.688639e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -16886554.000000 Penalty: 5641.365723
	Iteration 29Q: 3 clusters Score -1.688655e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -16886746.000000 Penalty: 5641.365723
	Iteration 30Q: 3 clusters Score -1.688675e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -16886930.000000 Penalty: 5641.365723
	Iteration 31Q: 3 clusters Score -1.688693e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -16887312.000000 Penalty: 5641.365723
	Iteration 32Q: 3 clusters Score -1.688731e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -16887960.000000 Penalty: 5641.365723
	Iteration 33Q: 3 clusters Score -1.688796e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -16888794.000000 Penalty: 5641.365723
	Iteration 34Q: 3 clusters Score -1.688879e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -16889812.000000 Penalty: 5641.365723
	Iteration 35Q: 3 clusters Score -1.688981e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -16890950.000000 Penalty: 5641.365723
	Iteration 36Q: 3 clusters Score -1.689095e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -16892008.000000 Penalty: 5641.365723
	Iteration 37Q: 3 clusters Score -1.689201e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -16893102.000000 Penalty: 5641.365723
	Iteration 38Q: 3 clusters Score -1.68931e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -16894258.000000 Penalty: 5641.365723
	Iteration 39Q: 3 clusters Score -1.689426e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -16895284.000000 Penalty: 5641.365723
	Iteration 40F: 3 clusters Score -1.689528e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -16896140.000000 Penalty: 5641.365723
	Iteration 41Q: 3 clusters Score -1.689614e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -16897094.000000 Penalty: 5641.365723
	Iteration 42Q: 3 clusters Score -1.689709e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -16897470.000000 Penalty: 5641.365723
	Iteration 43Q: 3 clusters Score -1.689747e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -16897644.000000 Penalty: 5641.365723
	Iteration 44Q: 3 clusters Score -1.689764e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -16897552.000000 Penalty: 5641.365723
	Iteration 45Q: 3 clusters Score -1.689755e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -16897134.000000 Penalty: 5641.365723
	Iteration 46Q: 3 clusters Score -1.689713e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -16897038.000000 Penalty: 5641.365723
	Iteration 47Q: 3 clusters Score -1.689704e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -16897344.000000 Penalty: 5641.365723
	Iteration 48Q: 3 clusters Score -1.689734e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -16897538.000000 Penalty: 5641.365723
	Iteration 49Q: 3 clusters Score -1.689754e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -16897614.000000 Penalty: 5641.365723
	Iteration 50Q: 3 clusters Score -1.689761e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -16897746.000000 Penalty: 5641.365723
	Iteration 51Q: 3 clusters Score -1.689775e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -16897710.000000 Penalty: 5641.365723
	Iteration 52Q: 3 clusters Score -1.689771e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -16897928.000000 Penalty: 5641.365723
	Iteration 53Q: 3 clusters Score -1.689793e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -16897930.000000 Penalty: 5641.365723
	Iteration 54Q: 3 clusters Score -1.689793e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -16897874.000000 Penalty: 5641.365723
	Iteration 55Q: 3 clusters Score -1.689787e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -16897850.000000 Penalty: 5641.365723
	Iteration 56Q: 3 clusters Score -1.689785e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -16897814.000000 Penalty: 5641.365723
	Iteration 57Q: 3 clusters Score -1.689781e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -16897782.000000 Penalty: 5641.365723
	Iteration 58Q: 3 clusters Score -1.689778e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -16897780.000000 Penalty: 5641.365723
	Iteration 59Q: 3 clusters Score -1.689778e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -16897688.000000 Penalty: 5641.365723
	Iteration 60F: 3 clusters Score -1.689769e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -16897676.000000 Penalty: 5641.365723
	Iteration 61Q: 3 clusters Score -1.689768e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -16897736.000000 Penalty: 5641.365723
	Iteration 62Q: 3 clusters Score -1.689774e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -16897688.000000 Penalty: 5641.365723
	Iteration 63Q: 3 clusters Score -1.689769e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -16897684.000000 Penalty: 5641.365723
	Iteration 64Q: 3 clusters Score -1.689768e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -16897656.000000 Penalty: 5641.365723
	Iteration 65Q: 3 clusters Score -1.689766e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -16897712.000000 Penalty: 5641.365723
	Iteration 66Q: 3 clusters Score -1.689771e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -16897778.000000 Penalty: 5641.365723
	Iteration 67Q: 3 clusters Score -1.689778e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -16897808.000000 Penalty: 5641.365723
	Iteration 68Q: 3 clusters Score -1.689781e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -16897790.000000 Penalty: 5641.365723
	Iteration 69Q: 3 clusters Score -1.689779e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -16897800.000000 Penalty: 5641.365723
	Iteration 70Q: 3 clusters Score -1.68978e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -16897838.000000 Penalty: 5641.365723
	Iteration 71Q: 3 clusters Score -1.689784e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -16897848.000000 Penalty: 5641.365723
	Iteration 72Q: 3 clusters Score -1.689785e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -16897838.000000 Penalty: 5641.365723
	Iteration 73Q: 3 clusters Score -1.689784e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -16897822.000000 Penalty: 5641.365723
	Iteration 74Q: 3 clusters Score -1.689782e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -16897820.000000 Penalty: 5641.365723
	Iteration 75Q: 3 clusters Score -1.689782e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -16897834.000000 Penalty: 5641.365723
	Iteration 76Q: 3 clusters Score -1.689783e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -16897796.000000 Penalty: 5641.365723
	Iteration 77Q: 3 clusters Score -1.68978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -16897778.000000 Penalty: 5641.365723
	Iteration 78Q: 3 clusters Score -1.689778e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -16897762.000000 Penalty: 5641.365723
	Iteration 79Q: 3 clusters Score -1.689776e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -16897776.000000 Penalty: 5641.365723
	Iteration 80F: 3 clusters Score -1.689778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -16897766.000000 Penalty: 5641.365723
	Iteration 81Q: 3 clusters Score -1.689777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -16897764.000000 Penalty: 5641.365723
	Iteration 82Q: 3 clusters Score -1.689776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -16897748.000000 Penalty: 5641.365723
	Iteration 83Q: 3 clusters Score -1.689775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -16897740.000000 Penalty: 5641.365723
	Iteration 84Q: 3 clusters Score -1.689774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -16897728.000000 Penalty: 5641.365723
	Iteration 85Q: 3 clusters Score -1.689773e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -16897708.000000 Penalty: 5641.365723
	Iteration 86Q: 3 clusters Score -1.689771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -16897716.000000 Penalty: 5641.365723
	Iteration 87Q: 3 clusters Score -1.689772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -16897678.000000 Penalty: 5641.365723
	Iteration 88Q: 3 clusters Score -1.689768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -16897690.000000 Penalty: 5641.365723
	Iteration 89Q: 3 clusters Score -1.689769e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -16897676.000000 Penalty: 5641.365723
	Iteration 90Q: 3 clusters Score -1.689768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -16897674.000000 Penalty: 5641.365723
	Iteration 91Q: 3 clusters Score -1.689767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -16897676.000000 Penalty: 5641.365723
	Iteration 92Q: 3 clusters Score -1.689768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -16897668.000000 Penalty: 5641.365723
	Iteration 93Q: 3 clusters Score -1.689767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -16897656.000000 Penalty: 5641.365723
	Iteration 94Q: 3 clusters Score -1.689766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -16897666.000000 Penalty: 5641.365723
	Iteration 95Q: 3 clusters Score -1.689767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -16897650.000000 Penalty: 5641.365723
	Iteration 96Q: 3 clusters Score -1.689765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -16897634.000000 Penalty: 5641.365723
	Iteration 97Q: 3 clusters Score -1.689763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -16897610.000000 Penalty: 5641.365723
	Iteration 98Q: 3 clusters Score -1.689761e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -16897610.000000 Penalty: 5641.365723
	Iteration 99Q: 3 clusters Score -1.689761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -16897608.000000 Penalty: 5641.365723
	Iteration 100F: 3 clusters Score -1.689761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -16897598.000000 Penalty: 5641.365723
	Iteration 101Q: 3 clusters Score -1.68976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -16897604.000000 Penalty: 5641.365723
	Iteration 102Q: 3 clusters Score -1.68976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -16897596.000000 Penalty: 5641.365723
	Iteration 103Q: 3 clusters Score -1.68976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -16897616.000000 Penalty: 5641.365723
	Iteration 104Q: 3 clusters Score -1.689762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -16897598.000000 Penalty: 5641.365723
	Iteration 105Q: 3 clusters Score -1.68976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -16897590.000000 Penalty: 5641.365723
	Iteration 106Q: 3 clusters Score -1.689759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -16897594.000000 Penalty: 5641.365723
	Iteration 107Q: 3 clusters Score -1.689759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -16897588.000000 Penalty: 5641.365723
	Iteration 108Q: 3 clusters Score -1.689759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -16897590.000000 Penalty: 5641.365723
	Iteration 109Q: 3 clusters Score -1.689759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -16897602.000000 Penalty: 5641.365723
	Iteration 110Q: 3 clusters Score -1.68976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -16897590.000000 Penalty: 5641.365723
	Iteration 111Q: 3 clusters Score -1.689759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -16897590.000000 Penalty: 5641.365723
	Iteration 112Q: 3 clusters Score -1.689759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -16897582.000000 Penalty: 5641.365723
	Iteration 113Q: 3 clusters Score -1.689758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -16897580.000000 Penalty: 5641.365723
	Iteration 114Q: 3 clusters Score -1.689758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -16897576.000000 Penalty: 5641.365723
	Iteration 115Q: 3 clusters Score -1.689758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -16897582.000000 Penalty: 5641.365723
	Iteration 116Q: 3 clusters Score -1.689758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -16897584.000000 Penalty: 5641.365723
	Iteration 117Q: 3 clusters Score -1.689758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -16897586.000000 Penalty: 5641.365723
	Iteration 118Q: 3 clusters Score -1.689759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -16897586.000000 Penalty: 5641.365723
	Iteration 119Q: 3 clusters Score -1.689759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -16897594.000000 Penalty: 5641.365723
	Iteration 120F: 3 clusters Score -1.689759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 42150 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 33382 members 
Mstep: Class 16 contains 51752 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 35622 members 
Mstep: Class 19 contains 40406 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 33567 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 882 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 14985 members 
Mstep: Class 28 contains 35125 members 
Mstep: Class 29 contains 996 members 
Mstep: Class 30 contains 721 members 
Mstep: Class 31 contains 33941 members 
Mstep: Class 32 contains 44860 members 
Mstep: Class 33 contains 4755 members 
Mstep: Class 34 contains 53751 members 
Mstep: Class 35 contains 46599 members 
Entering Unmasked Estep 
Score: -161009680.000000 Penalty: 118393.039062
Splitting cluster 19 changes total score from -160608736.000000 to -161009680.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 46577 members 
Mstep: Class 3 contains 834 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 3367 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 33382 members 
Mstep: Class 16 contains 51752 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 35622 members 
Mstep: Class 19 contains 40406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161069776.000000 Penalty: 118393.039062
Iteration 39Q: 36 clusters Score -1.610698e+08 nChanged 77114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 50950 members 
Mstep: Class 3 contains 847 members 
Mstep: Class 4 contains 30830 members 
Mstep: Class 5 contains 875 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 56104 members 
Mstep: Class 10 contains 35904 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 617 members 
Mstep: Class 13 contains 37341 members 
Mstep: Class 14 contains 94475 members 
Mstep: Class 15 contains 37407 members 
Mstep: Class 16 contains 51878 members 
Mstep: Class 17 contains 9467 members 
Mstep: Class 18 contains 36847 members 
Mstep: Class 19 contains 48981 members 
Mstep: Class 20 contains 33817 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 29699 members 
Mstep: Class 23 contains 715 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 4158 members 
Mstep: Class 27 contains 14389 members 
Mstep: Class 28 contains 33489 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 657 members 
Mstep: Class 31 contains 33088 members 
Mstep: Class 32 contains 41191 members 
Mstep: Class 33 contains 4708 members 
Mstep: Class 34 contains 48337 members 
Mstep: Class 35 contains 46325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161106832.000000 Penalty: 118393.039062
Iteration 40F: 36 clusters Score -1.611068e+08 nChanged 62528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 48697 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 28272 members 
Mstep: Class 5 contains 838 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 54678 members 
Mstep: Class 10 contains 35384 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 37496 members 
Mstep: Class 14 contains 86383 members 
Mstep: Class 15 contains 36436 members 
Mstep: Class 16 contains 48920 members 
Mstep: Class 17 contains 9051 members 
Mstep: Class 18 contains 34670 members 
Mstep: Class 19 contains 52240 members 
Mstep: Class 20 contains 34501 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 31505 members 
Mstep: Class 23 contains 710 members 
Mstep: Class 24 contains 851 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 4518 members 
Mstep: Class 27 contains 15883 members 
Mstep: Class 28 contains 36635 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 681 members 
Mstep: Class 31 contains 35399 members 
Mstep: Class 32 contains 40611 members 
Mstep: Class 33 contains 5650 members 
Mstep: Class 34 contains 50500 members 
Mstep: Class 35 contains 50566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161122656.000000 Penalty: 118393.039062
Iteration 41F: 36 clusters Score -1.611227e+08 nChanged 35087
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 48259 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 26965 members 
Mstep: Class 5 contains 823 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 53943 members 
Mstep: Class 10 contains 35848 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 658 members 
Mstep: Class 13 contains 37671 members 
Mstep: Class 14 contains 82007 members 
Mstep: Class 15 contains 36740 members 
Mstep: Class 16 contains 47715 members 
Mstep: Class 17 contains 9042 members 
Mstep: Class 18 contains 34635 members 
Mstep: Class 19 contains 53429 members 
Mstep: Class 20 contains 34635 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 32279 members 
Mstep: Class 23 contains 705 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 1337 members 
Mstep: Class 26 contains 4622 members 
Mstep: Class 27 contains 16898 members 
Mstep: Class 28 contains 38380 members 
Mstep: Class 29 contains 993 members 
Mstep: Class 30 contains 685 members 
Mstep: Class 31 contains 35879 members 
Mstep: Class 32 contains 39970 members 
Mstep: Class 33 contains 6008 members 
Mstep: Class 34 contains 50743 members 
Mstep: Class 35 contains 51846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161126992.000000 Penalty: 118393.039062
Iteration 42Q: 36 clusters Score -1.61127e+08 nChanged 25238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 48179 members 
Mstep: Class 3 contains 831 members 
Mstep: Class 4 contains 26030 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 53454 members 
Mstep: Class 10 contains 36541 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 37791 members 
Mstep: Class 14 contains 79277 members 
Mstep: Class 15 contains 37215 members 
Mstep: Class 16 contains 46449 members 
Mstep: Class 17 contains 9101 members 
Mstep: Class 18 contains 34985 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 34801 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 32507 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 887 members 
Mstep: Class 25 contains 1335 members 
Mstep: Class 26 contains 4663 members 
Mstep: Class 27 contains 17841 members 
Mstep: Class 28 contains 39645 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 36284 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 6168 members 
Mstep: Class 34 contains 50714 members 
Mstep: Class 35 contains 52382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161129168.000000 Penalty: 118393.039062
Iteration 43Q: 36 clusters Score -1.611292e+08 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 48188 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 25523 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 743 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 53013 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 37963 members 
Mstep: Class 14 contains 77299 members 
Mstep: Class 15 contains 37560 members 
Mstep: Class 16 contains 45362 members 
Mstep: Class 17 contains 9188 members 
Mstep: Class 18 contains 35441 members 
Mstep: Class 19 contains 53966 members 
Mstep: Class 20 contains 35138 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 32500 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 1335 members 
Mstep: Class 26 contains 4676 members 
Mstep: Class 27 contains 18746 members 
Mstep: Class 28 contains 40711 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 694 members 
Mstep: Class 31 contains 36713 members 
Mstep: Class 32 contains 39932 members 
Mstep: Class 33 contains 6250 members 
Mstep: Class 34 contains 50577 members 
Mstep: Class 35 contains 52634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161130368.000000 Penalty: 118393.039062
Iteration 44Q: 36 clusters Score -1.611304e+08 nChanged 17193
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 48267 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 25209 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 750 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 3365 members 
Mstep: Class 9 contains 52691 members 
Mstep: Class 10 contains 37938 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 38145 members 
Mstep: Class 14 contains 75770 members 
Mstep: Class 15 contains 37800 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 9261 members 
Mstep: Class 18 contains 35823 members 
Mstep: Class 19 contains 54052 members 
Mstep: Class 20 contains 35446 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 32438 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 927 members 
Mstep: Class 25 contains 1342 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 19637 members 
Mstep: Class 28 contains 41518 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 37161 members 
Mstep: Class 32 contains 39862 members 
Mstep: Class 33 contains 6334 members 
Mstep: Class 34 contains 50413 members 
Mstep: Class 35 contains 52923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161130656.000000 Penalty: 118393.039062
Iteration 45Q: 36 clusters Score -1.611307e+08 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 48395 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 24967 members 
Mstep: Class 5 contains 792 members 
Mstep: Class 6 contains 746 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 52454 members 
Mstep: Class 10 contains 38378 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 13 contains 38366 members 
Mstep: Class 14 contains 74506 members 
Mstep: Class 15 contains 37935 members 
Mstep: Class 16 contains 43703 members 
Mstep: Class 17 contains 9363 members 
Mstep: Class 18 contains 36144 members 
Mstep: Class 19 contains 54016 members 
Mstep: Class 20 contains 35831 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 32488 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 953 members 
Mstep: Class 25 contains 1335 members 
Mstep: Class 26 contains 4709 members 
Mstep: Class 27 contains 20535 members 
Mstep: Class 28 contains 42245 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 37442 members 
Mstep: Class 32 contains 39818 members 
Mstep: Class 33 contains 6395 members 
Mstep: Class 34 contains 50400 members 
Mstep: Class 35 contains 53163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161132608.000000 Penalty: 118393.039062
Iteration 46Q: 36 clusters Score -1.611326e+08 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 48589 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 24828 members 
Mstep: Class 5 contains 790 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 52295 members 
Mstep: Class 10 contains 38612 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 38465 members 
Mstep: Class 14 contains 73566 members 
Mstep: Class 15 contains 38054 members 
Mstep: Class 16 contains 43182 members 
Mstep: Class 17 contains 9425 members 
Mstep: Class 18 contains 36522 members 
Mstep: Class 19 contains 54047 members 
Mstep: Class 20 contains 36283 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 32476 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 984 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 21486 members 
Mstep: Class 28 contains 42734 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 37655 members 
Mstep: Class 32 contains 39684 members 
Mstep: Class 33 contains 6438 members 
Mstep: Class 34 contains 50434 members 
Mstep: Class 35 contains 53343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161133584.000000 Penalty: 118393.039062
Iteration 47Q: 36 clusters Score -1.611336e+08 nChanged 13507
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 48841 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 24722 members 
Mstep: Class 5 contains 789 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 52174 members 
Mstep: Class 10 contains 38685 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 38536 members 
Mstep: Class 14 contains 72711 members 
Mstep: Class 15 contains 38100 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 9496 members 
Mstep: Class 18 contains 36825 members 
Mstep: Class 19 contains 54076 members 
Mstep: Class 20 contains 36670 members 
Mstep: Class 21 contains 2402 members 
Mstep: Class 22 contains 32448 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 4702 members 
Mstep: Class 27 contains 22466 members 
Mstep: Class 28 contains 43087 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 37842 members 
Mstep: Class 32 contains 39552 members 
Mstep: Class 33 contains 6473 members 
Mstep: Class 34 contains 50512 members 
Mstep: Class 35 contains 53596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161133168.000000 Penalty: 118393.039062
Iteration 48Q: 36 clusters Score -1.611332e+08 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 49213 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 24601 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 52016 members 
Mstep: Class 10 contains 38474 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 38629 members 
Mstep: Class 14 contains 72015 members 
Mstep: Class 15 contains 38199 members 
Mstep: Class 16 contains 42350 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 37152 members 
Mstep: Class 19 contains 54052 members 
Mstep: Class 20 contains 37078 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 32402 members 
Mstep: Class 23 contains 725 members 
Mstep: Class 24 contains 1017 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 23508 members 
Mstep: Class 28 contains 43312 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 702 members 
Mstep: Class 31 contains 38049 members 
Mstep: Class 32 contains 39412 members 
Mstep: Class 33 contains 6495 members 
Mstep: Class 34 contains 50583 members 
Mstep: Class 35 contains 53809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161133120.000000 Penalty: 118393.039062
Iteration 49Q: 36 clusters Score -1.611331e+08 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 49556 members 
Mstep: Class 3 contains 985 members 
Mstep: Class 4 contains 24505 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 51822 members 
Mstep: Class 10 contains 38038 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 13 contains 38650 members 
Mstep: Class 14 contains 71449 members 
Mstep: Class 15 contains 38247 members 
Mstep: Class 16 contains 41947 members 
Mstep: Class 17 contains 9618 members 
Mstep: Class 18 contains 37516 members 
Mstep: Class 19 contains 54049 members 
Mstep: Class 20 contains 37456 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 32362 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 24627 members 
Mstep: Class 28 contains 43408 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 703 members 
Mstep: Class 31 contains 38207 members 
Mstep: Class 32 contains 39284 members 
Mstep: Class 33 contains 6509 members 
Mstep: Class 34 contains 50703 members 
Mstep: Class 35 contains 54100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161132064.000000 Penalty: 118393.039062
Iteration 50Q: 36 clusters Score -1.611321e+08 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 49908 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 24444 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 51695 members 
Mstep: Class 10 contains 37413 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 38668 members 
Mstep: Class 14 contains 70861 members 
Mstep: Class 15 contains 38223 members 
Mstep: Class 16 contains 41598 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 37854 members 
Mstep: Class 19 contains 54108 members 
Mstep: Class 20 contains 37809 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 32321 members 
Mstep: Class 23 contains 727 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 1337 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 25794 members 
Mstep: Class 28 contains 43437 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 38357 members 
Mstep: Class 32 contains 39144 members 
Mstep: Class 33 contains 6508 members 
Mstep: Class 34 contains 50804 members 
Mstep: Class 35 contains 54328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161132464.000000 Penalty: 118393.039062
Iteration 51Q: 36 clusters Score -1.611325e+08 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 50304 members 
Mstep: Class 3 contains 991 members 
Mstep: Class 4 contains 24333 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 36687 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 13 contains 38782 members 
Mstep: Class 14 contains 70337 members 
Mstep: Class 15 contains 38198 members 
Mstep: Class 16 contains 41230 members 
Mstep: Class 17 contains 9770 members 
Mstep: Class 18 contains 38101 members 
Mstep: Class 19 contains 54121 members 
Mstep: Class 20 contains 38294 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 32331 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 26877 members 
Mstep: Class 28 contains 43399 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 38497 members 
Mstep: Class 32 contains 39052 members 
Mstep: Class 33 contains 6514 members 
Mstep: Class 34 contains 50980 members 
Mstep: Class 35 contains 54412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161132272.000000 Penalty: 118393.039062
Iteration 52Q: 36 clusters Score -1.611323e+08 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 50668 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 24185 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 51495 members 
Mstep: Class 10 contains 35871 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 13 contains 38840 members 
Mstep: Class 14 contains 69920 members 
Mstep: Class 15 contains 38203 members 
Mstep: Class 16 contains 40908 members 
Mstep: Class 17 contains 9828 members 
Mstep: Class 18 contains 38330 members 
Mstep: Class 19 contains 54225 members 
Mstep: Class 20 contains 38737 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 32319 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1053 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 4688 members 
Mstep: Class 27 contains 27926 members 
Mstep: Class 28 contains 43385 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 709 members 
Mstep: Class 31 contains 38555 members 
Mstep: Class 32 contains 38985 members 
Mstep: Class 33 contains 6518 members 
Mstep: Class 34 contains 51147 members 
Mstep: Class 35 contains 54454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161132400.000000 Penalty: 118393.039062
Iteration 53Q: 36 clusters Score -1.611324e+08 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 51052 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 24097 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 797 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 51317 members 
Mstep: Class 10 contains 35087 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 13 contains 38859 members 
Mstep: Class 14 contains 69574 members 
Mstep: Class 15 contains 38178 members 
Mstep: Class 16 contains 40643 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 38553 members 
Mstep: Class 19 contains 54170 members 
Mstep: Class 20 contains 39129 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 32254 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1063 members 
Mstep: Class 25 contains 1344 members 
Mstep: Class 26 contains 4688 members 
Mstep: Class 27 contains 29060 members 
Mstep: Class 28 contains 43323 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 38557 members 
Mstep: Class 32 contains 38937 members 
Mstep: Class 33 contains 6519 members 
Mstep: Class 34 contains 51347 members 
Mstep: Class 35 contains 54470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161133120.000000 Penalty: 118393.039062
Iteration 54Q: 36 clusters Score -1.611331e+08 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 51372 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 23968 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 51149 members 
Mstep: Class 10 contains 34364 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 38854 members 
Mstep: Class 14 contains 69303 members 
Mstep: Class 15 contains 38127 members 
Mstep: Class 16 contains 40437 members 
Mstep: Class 17 contains 9884 members 
Mstep: Class 18 contains 38774 members 
Mstep: Class 19 contains 54176 members 
Mstep: Class 20 contains 39459 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 32242 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1071 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 30161 members 
Mstep: Class 28 contains 43222 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 38537 members 
Mstep: Class 32 contains 38877 members 
Mstep: Class 33 contains 6522 members 
Mstep: Class 34 contains 51421 members 
Mstep: Class 35 contains 54468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161132944.000000 Penalty: 118393.039062
Iteration 55Q: 36 clusters Score -1.611329e+08 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 51712 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 23845 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 3370 members 
Mstep: Class 9 contains 51015 members 
Mstep: Class 10 contains 33707 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 13 contains 38871 members 
Mstep: Class 14 contains 69031 members 
Mstep: Class 15 contains 38028 members 
Mstep: Class 16 contains 40272 members 
Mstep: Class 17 contains 9929 members 
Mstep: Class 18 contains 38971 members 
Mstep: Class 19 contains 54167 members 
Mstep: Class 20 contains 39765 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 32217 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 1342 members 
Mstep: Class 26 contains 4683 members 
Mstep: Class 27 contains 31171 members 
Mstep: Class 28 contains 43068 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 709 members 
Mstep: Class 31 contains 38576 members 
Mstep: Class 32 contains 38755 members 
Mstep: Class 33 contains 6519 members 
Mstep: Class 34 contains 51566 members 
Mstep: Class 35 contains 54402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161133040.000000 Penalty: 118393.039062
Iteration 56Q: 36 clusters Score -1.61133e+08 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 51914 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 23752 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 3373 members 
Mstep: Class 9 contains 50926 members 
Mstep: Class 10 contains 33149 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 38806 members 
Mstep: Class 14 contains 68862 members 
Mstep: Class 15 contains 37923 members 
Mstep: Class 16 contains 40044 members 
Mstep: Class 17 contains 9953 members 
Mstep: Class 18 contains 39095 members 
Mstep: Class 19 contains 54186 members 
Mstep: Class 20 contains 40054 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 32214 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1094 members 
Mstep: Class 25 contains 1341 members 
Mstep: Class 26 contains 4676 members 
Mstep: Class 27 contains 32047 members 
Mstep: Class 28 contains 42902 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 38614 members 
Mstep: Class 32 contains 38761 members 
Mstep: Class 33 contains 6516 members 
Mstep: Class 34 contains 51713 members 
Mstep: Class 35 contains 54340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161132992.000000 Penalty: 118393.039062
Iteration 57Q: 36 clusters Score -1.61133e+08 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 52067 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 23682 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 50879 members 
Mstep: Class 10 contains 32706 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 38768 members 
Mstep: Class 14 contains 68662 members 
Mstep: Class 15 contains 37855 members 
Mstep: Class 16 contains 39859 members 
Mstep: Class 17 contains 9972 members 
Mstep: Class 18 contains 39176 members 
Mstep: Class 19 contains 54126 members 
Mstep: Class 20 contains 40302 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 32205 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1106 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 4670 members 
Mstep: Class 27 contains 32756 members 
Mstep: Class 28 contains 42696 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 38614 members 
Mstep: Class 32 contains 38732 members 
Mstep: Class 33 contains 6514 members 
Mstep: Class 34 contains 51919 members 
Mstep: Class 35 contains 54376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161133648.000000 Penalty: 118393.039062
Iteration 58Q: 36 clusters Score -1.611336e+08 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 52217 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 23605 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 50864 members 
Mstep: Class 10 contains 32324 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 38728 members 
Mstep: Class 14 contains 68484 members 
Mstep: Class 15 contains 37776 members 
Mstep: Class 16 contains 39684 members 
Mstep: Class 17 contains 10008 members 
Mstep: Class 18 contains 39298 members 
Mstep: Class 19 contains 54174 members 
Mstep: Class 20 contains 40482 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 32198 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1112 members 
Mstep: Class 25 contains 1344 members 
Mstep: Class 26 contains 4664 members 
Mstep: Class 27 contains 33301 members 
Mstep: Class 28 contains 42505 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 712 members 
Mstep: Class 31 contains 38694 members 
Mstep: Class 32 contains 38682 members 
Mstep: Class 33 contains 6515 members 
Mstep: Class 34 contains 52030 members 
Mstep: Class 35 contains 54331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161133456.000000 Penalty: 118393.039062
Iteration 59Q: 36 clusters Score -1.611335e+08 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 52376 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 4 contains 23574 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 50885 members 
Mstep: Class 10 contains 32024 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 38627 members 
Mstep: Class 14 contains 68351 members 
Mstep: Class 15 contains 37715 members 
Mstep: Class 16 contains 39523 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 18 contains 39416 members 
Mstep: Class 19 contains 54208 members 
Mstep: Class 20 contains 40611 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 32213 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 4661 members 
Mstep: Class 27 contains 33695 members 
Mstep: Class 28 contains 42317 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 713 members 
Mstep: Class 31 contains 38691 members 
Mstep: Class 32 contains 38661 members 
Mstep: Class 33 contains 6514 members 
Mstep: Class 34 contains 52096 members 
Mstep: Class 35 contains 54350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161134704.000000 Penalty: 118393.039062
Iteration 60F: 36 clusters Score -1.611347e+08 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 52444 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 23553 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 50961 members 
Mstep: Class 10 contains 32189 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 721 members 
Mstep: Class 13 contains 38537 members 
Mstep: Class 14 contains 68219 members 
Mstep: Class 15 contains 37674 members 
Mstep: Class 16 contains 39401 members 
Mstep: Class 17 contains 10009 members 
Mstep: Class 18 contains 39476 members 
Mstep: Class 19 contains 54164 members 
Mstep: Class 20 contains 40627 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 32212 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1145 members 
Mstep: Class 25 contains 1344 members 
Mstep: Class 26 contains 4654 members 
Mstep: Class 27 contains 33959 members 
Mstep: Class 28 contains 42107 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 38732 members 
Mstep: Class 32 contains 38643 members 
Mstep: Class 33 contains 6508 members 
Mstep: Class 34 contains 52163 members 
Mstep: Class 35 contains 54250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161136752.000000 Penalty: 118393.039062
Iteration 61Q: 36 clusters Score -1.611368e+08 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 52557 members 
Mstep: Class 3 contains 1018 members 
Mstep: Class 4 contains 23621 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 1341 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 51004 members 
Mstep: Class 10 contains 32122 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 38434 members 
Mstep: Class 14 contains 68073 members 
Mstep: Class 15 contains 37605 members 
Mstep: Class 16 contains 39288 members 
Mstep: Class 17 contains 9951 members 
Mstep: Class 18 contains 39480 members 
Mstep: Class 19 contains 54198 members 
Mstep: Class 20 contains 40683 members 
Mstep: Class 21 contains 2278 members 
Mstep: Class 22 contains 32165 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1150 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 4641 members 
Mstep: Class 27 contains 34185 members 
Mstep: Class 28 contains 41864 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 38757 members 
Mstep: Class 32 contains 38658 members 
Mstep: Class 33 contains 6499 members 
Mstep: Class 34 contains 52246 members 
Mstep: Class 35 contains 54211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161137696.000000 Penalty: 118393.039062
Iteration 62Q: 36 clusters Score -1.611377e+08 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 52661 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 23705 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 51061 members 
Mstep: Class 10 contains 32011 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 38355 members 
Mstep: Class 14 contains 67918 members 
Mstep: Class 15 contains 37540 members 
Mstep: Class 16 contains 39186 members 
Mstep: Class 17 contains 10007 members 
Mstep: Class 18 contains 39542 members 
Mstep: Class 19 contains 54178 members 
Mstep: Class 20 contains 40732 members 
Mstep: Class 21 contains 2234 members 
Mstep: Class 22 contains 32197 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1153 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 34351 members 
Mstep: Class 28 contains 41584 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 719 members 
Mstep: Class 31 contains 38729 members 
Mstep: Class 32 contains 38674 members 
Mstep: Class 33 contains 6480 members 
Mstep: Class 34 contains 52287 members 
Mstep: Class 35 contains 54235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161138288.000000 Penalty: 118393.039062
Iteration 63Q: 36 clusters Score -1.611383e+08 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 52717 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 23783 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 51163 members 
Mstep: Class 10 contains 31899 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 38291 members 
Mstep: Class 14 contains 67814 members 
Mstep: Class 15 contains 37486 members 
Mstep: Class 16 contains 39143 members 
Mstep: Class 17 contains 10093 members 
Mstep: Class 18 contains 39559 members 
Mstep: Class 19 contains 54183 members 
Mstep: Class 20 contains 40768 members 
Mstep: Class 21 contains 2233 members 
Mstep: Class 22 contains 32177 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1156 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 34453 members 
Mstep: Class 28 contains 41271 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 719 members 
Mstep: Class 31 contains 38728 members 
Mstep: Class 32 contains 38661 members 
Mstep: Class 33 contains 6470 members 
Mstep: Class 34 contains 52353 members 
Mstep: Class 35 contains 54267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161138512.000000 Penalty: 118393.039062
Iteration 64Q: 36 clusters Score -1.611385e+08 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 52805 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 23873 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 1649 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 51282 members 
Mstep: Class 10 contains 31774 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 13 contains 38156 members 
Mstep: Class 14 contains 67731 members 
Mstep: Class 15 contains 37463 members 
Mstep: Class 16 contains 39107 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 39564 members 
Mstep: Class 19 contains 54187 members 
Mstep: Class 20 contains 40805 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 32181 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1157 members 
Mstep: Class 25 contains 1341 members 
Mstep: Class 26 contains 4617 members 
Mstep: Class 27 contains 34517 members 
Mstep: Class 28 contains 40949 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 719 members 
Mstep: Class 31 contains 38731 members 
Mstep: Class 32 contains 38636 members 
Mstep: Class 33 contains 6468 members 
Mstep: Class 34 contains 52389 members 
Mstep: Class 35 contains 54340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161138960.000000 Penalty: 118393.039062
Iteration 65Q: 36 clusters Score -1.61139e+08 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 52850 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 23954 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 1703 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 51425 members 
Mstep: Class 10 contains 31611 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 13 contains 38051 members 
Mstep: Class 14 contains 67701 members 
Mstep: Class 15 contains 37465 members 
Mstep: Class 16 contains 39056 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 54240 members 
Mstep: Class 20 contains 40833 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 32200 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1158 members 
Mstep: Class 25 contains 1342 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 34505 members 
Mstep: Class 28 contains 40612 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 718 members 
Mstep: Class 31 contains 38778 members 
Mstep: Class 32 contains 38608 members 
Mstep: Class 33 contains 6474 members 
Mstep: Class 34 contains 52418 members 
Mstep: Class 35 contains 54355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161138960.000000 Penalty: 118393.039062
Iteration 66Q: 36 clusters Score -1.61139e+08 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 52972 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 24078 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 51542 members 
Mstep: Class 10 contains 31513 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 37897 members 
Mstep: Class 14 contains 67742 members 
Mstep: Class 15 contains 37474 members 
Mstep: Class 16 contains 39027 members 
Mstep: Class 17 contains 10430 members 
Mstep: Class 18 contains 39485 members 
Mstep: Class 19 contains 54216 members 
Mstep: Class 20 contains 40869 members 
Mstep: Class 21 contains 2268 members 
Mstep: Class 22 contains 32215 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1342 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 34492 members 
Mstep: Class 28 contains 40221 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 718 members 
Mstep: Class 31 contains 38794 members 
Mstep: Class 32 contains 38605 members 
Mstep: Class 33 contains 6473 members 
Mstep: Class 34 contains 52394 members 
Mstep: Class 35 contains 54351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161138992.000000 Penalty: 118393.039062
Iteration 67Q: 36 clusters Score -1.61139e+08 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 53021 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 24198 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 3804 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 51619 members 
Mstep: Class 10 contains 31409 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 37810 members 
Mstep: Class 14 contains 67822 members 
Mstep: Class 15 contains 37456 members 
Mstep: Class 16 contains 39012 members 
Mstep: Class 17 contains 10568 members 
Mstep: Class 18 contains 39429 members 
Mstep: Class 19 contains 54246 members 
Mstep: Class 20 contains 40939 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 32215 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 4618 members 
Mstep: Class 27 contains 34511 members 
Mstep: Class 28 contains 39768 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 718 members 
Mstep: Class 31 contains 38807 members 
Mstep: Class 32 contains 38615 members 
Mstep: Class 33 contains 6474 members 
Mstep: Class 34 contains 52344 members 
Mstep: Class 35 contains 54359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161138896.000000 Penalty: 118393.039062
Iteration 68Q: 36 clusters Score -1.611389e+08 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 53118 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 24347 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 3806 members 
Mstep: Class 8 contains 3391 members 
Mstep: Class 9 contains 51710 members 
Mstep: Class 10 contains 31327 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 37652 members 
Mstep: Class 14 contains 67944 members 
Mstep: Class 15 contains 37371 members 
Mstep: Class 16 contains 38978 members 
Mstep: Class 17 contains 10688 members 
Mstep: Class 18 contains 39326 members 
Mstep: Class 19 contains 54257 members 
Mstep: Class 20 contains 40999 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 32253 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1348 members 
Mstep: Class 26 contains 4610 members 
Mstep: Class 27 contains 34534 members 
Mstep: Class 28 contains 39293 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 38838 members 
Mstep: Class 32 contains 38638 members 
Mstep: Class 33 contains 6478 members 
Mstep: Class 34 contains 52339 members 
Mstep: Class 35 contains 54344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139200.000000 Penalty: 118393.039062
Iteration 69Q: 36 clusters Score -1.611392e+08 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 53188 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 24459 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 51797 members 
Mstep: Class 10 contains 31287 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 37482 members 
Mstep: Class 14 contains 68024 members 
Mstep: Class 15 contains 37351 members 
Mstep: Class 16 contains 38957 members 
Mstep: Class 17 contains 10805 members 
Mstep: Class 18 contains 39272 members 
Mstep: Class 19 contains 54182 members 
Mstep: Class 20 contains 41066 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 32293 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 34587 members 
Mstep: Class 28 contains 38870 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 38813 members 
Mstep: Class 32 contains 38647 members 
Mstep: Class 33 contains 6489 members 
Mstep: Class 34 contains 52318 members 
Mstep: Class 35 contains 54360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139632.000000 Penalty: 118393.039062
Iteration 70Q: 36 clusters Score -1.611396e+08 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 53233 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 24546 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1844 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 51907 members 
Mstep: Class 10 contains 31245 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 37298 members 
Mstep: Class 14 contains 68120 members 
Mstep: Class 15 contains 37328 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 10912 members 
Mstep: Class 18 contains 39185 members 
Mstep: Class 19 contains 54156 members 
Mstep: Class 20 contains 41136 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 32352 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1348 members 
Mstep: Class 26 contains 4602 members 
Mstep: Class 27 contains 34649 members 
Mstep: Class 28 contains 38455 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 38792 members 
Mstep: Class 32 contains 38673 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 52306 members 
Mstep: Class 35 contains 54338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139552.000000 Penalty: 118393.039062
Iteration 71Q: 36 clusters Score -1.611396e+08 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 53247 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 24575 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 52008 members 
Mstep: Class 10 contains 31205 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 37103 members 
Mstep: Class 14 contains 68193 members 
Mstep: Class 15 contains 37303 members 
Mstep: Class 16 contains 38955 members 
Mstep: Class 17 contains 11027 members 
Mstep: Class 18 contains 39144 members 
Mstep: Class 19 contains 54119 members 
Mstep: Class 20 contains 41216 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 22 contains 32451 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1349 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 34715 members 
Mstep: Class 28 contains 38055 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 38799 members 
Mstep: Class 32 contains 38701 members 
Mstep: Class 33 contains 6508 members 
Mstep: Class 34 contains 52314 members 
Mstep: Class 35 contains 54324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139536.000000 Penalty: 118393.039062
Iteration 72Q: 36 clusters Score -1.611395e+08 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 53302 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 24602 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 52103 members 
Mstep: Class 10 contains 31165 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 36934 members 
Mstep: Class 14 contains 68263 members 
Mstep: Class 15 contains 37275 members 
Mstep: Class 16 contains 38966 members 
Mstep: Class 17 contains 11110 members 
Mstep: Class 18 contains 39151 members 
Mstep: Class 19 contains 54101 members 
Mstep: Class 20 contains 41267 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 32509 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1348 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 34749 members 
Mstep: Class 28 contains 37692 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 38846 members 
Mstep: Class 32 contains 38706 members 
Mstep: Class 33 contains 6517 members 
Mstep: Class 34 contains 52308 members 
Mstep: Class 35 contains 54305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139824.000000 Penalty: 118393.039062
Iteration 73Q: 36 clusters Score -1.611398e+08 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 53353 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 24587 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 3394 members 
Mstep: Class 9 contains 52222 members 
Mstep: Class 10 contains 31143 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 68326 members 
Mstep: Class 15 contains 37210 members 
Mstep: Class 16 contains 38968 members 
Mstep: Class 17 contains 11204 members 
Mstep: Class 18 contains 39205 members 
Mstep: Class 19 contains 54124 members 
Mstep: Class 20 contains 41313 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 32567 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1349 members 
Mstep: Class 26 contains 4602 members 
Mstep: Class 27 contains 34807 members 
Mstep: Class 28 contains 37294 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 38886 members 
Mstep: Class 32 contains 38763 members 
Mstep: Class 33 contains 6527 members 
Mstep: Class 34 contains 52289 members 
Mstep: Class 35 contains 54322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139600.000000 Penalty: 118393.039062
Iteration 74Q: 36 clusters Score -1.611396e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 53417 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 24577 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 3396 members 
Mstep: Class 9 contains 52322 members 
Mstep: Class 10 contains 31113 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 36527 members 
Mstep: Class 14 contains 68430 members 
Mstep: Class 15 contains 37163 members 
Mstep: Class 16 contains 38948 members 
Mstep: Class 17 contains 11277 members 
Mstep: Class 18 contains 39278 members 
Mstep: Class 19 contains 54130 members 
Mstep: Class 20 contains 41331 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 32627 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1350 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 34839 members 
Mstep: Class 28 contains 36932 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 38972 members 
Mstep: Class 32 contains 38770 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 52228 members 
Mstep: Class 35 contains 54316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139120.000000 Penalty: 118393.039062
Iteration 75Q: 36 clusters Score -1.611391e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 53473 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 24511 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 3396 members 
Mstep: Class 9 contains 52419 members 
Mstep: Class 10 contains 31112 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 36350 members 
Mstep: Class 14 contains 68537 members 
Mstep: Class 15 contains 37109 members 
Mstep: Class 16 contains 38899 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 39325 members 
Mstep: Class 19 contains 54137 members 
Mstep: Class 20 contains 41386 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 32689 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1348 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 34880 members 
Mstep: Class 28 contains 36545 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39065 members 
Mstep: Class 32 contains 38836 members 
Mstep: Class 33 contains 6557 members 
Mstep: Class 34 contains 52186 members 
Mstep: Class 35 contains 54322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139056.000000 Penalty: 118393.039062
Iteration 76Q: 36 clusters Score -1.611391e+08 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 53496 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 24459 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 3396 members 
Mstep: Class 9 contains 52541 members 
Mstep: Class 10 contains 31109 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 36214 members 
Mstep: Class 14 contains 68643 members 
Mstep: Class 15 contains 37080 members 
Mstep: Class 16 contains 38873 members 
Mstep: Class 17 contains 11442 members 
Mstep: Class 18 contains 39359 members 
Mstep: Class 19 contains 54133 members 
Mstep: Class 20 contains 41428 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 32738 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1348 members 
Mstep: Class 26 contains 4612 members 
Mstep: Class 27 contains 34905 members 
Mstep: Class 28 contains 36195 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39098 members 
Mstep: Class 32 contains 38883 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 52186 members 
Mstep: Class 35 contains 54336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161138976.000000 Penalty: 118393.039062
Iteration 77Q: 36 clusters Score -1.61139e+08 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 53526 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 24410 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 52641 members 
Mstep: Class 10 contains 31116 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 36073 members 
Mstep: Class 14 contains 68739 members 
Mstep: Class 15 contains 37042 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 39383 members 
Mstep: Class 19 contains 54149 members 
Mstep: Class 20 contains 41466 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 32830 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 34921 members 
Mstep: Class 28 contains 35871 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39141 members 
Mstep: Class 32 contains 38879 members 
Mstep: Class 33 contains 6583 members 
Mstep: Class 34 contains 52206 members 
Mstep: Class 35 contains 54339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161139264.000000 Penalty: 118393.039062
Iteration 78Q: 36 clusters Score -1.611393e+08 nChanged 4720
Entering ConstructFrom: 
Score: -161139264.000000 Penalty: 118393.039062
Entering ConstructFrom: 
Trying to split cluster 1 (30971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Entering Unmasked Estep 
Score: -5876264.000000 Penalty: 2564.520020
	Iteration 0F: 2 clusters Score -5876264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -5855615.500000 Penalty: 5129.040039
	Iteration 0F: 3 clusters Score -5855616 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -5863249.500000 Penalty: 5129.040039
	Iteration 1F: 3 clusters Score -5863250 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5864033.500000 Penalty: 5129.040039
	Iteration 2F: 3 clusters Score -5864034 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -5865181.500000 Penalty: 5129.040039
	Iteration 3F: 3 clusters Score -5865182 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -5866575.500000 Penalty: 5129.040039
	Iteration 4F: 3 clusters Score -5866576 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -5868111.500000 Penalty: 5129.040039
	Iteration 5F: 3 clusters Score -5868112 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5869680.000000 Penalty: 5129.040039
	Iteration 6F: 3 clusters Score -5869680 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5871251.000000 Penalty: 5129.040039
	Iteration 7F: 3 clusters Score -5871251 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5872780.000000 Penalty: 5129.040039
	Iteration 8F: 3 clusters Score -5872780 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5874008.000000 Penalty: 5129.040039
	Iteration 9Q: 3 clusters Score -5874008 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -5874957.000000 Penalty: 5129.040039
	Iteration 10Q: 3 clusters Score -5874957 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5875597.000000 Penalty: 5129.040039
	Iteration 11Q: 3 clusters Score -5875597 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -5876034.500000 Penalty: 5129.040039
	Iteration 12Q: 3 clusters Score -5876034 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -5876328.000000 Penalty: 5129.040039
	Iteration 13Q: 3 clusters Score -5876328 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -5876524.500000 Penalty: 5129.040039
	Iteration 14Q: 3 clusters Score -5876524 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -5876639.000000 Penalty: 5129.040039
	Iteration 15Q: 3 clusters Score -5876639 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5876686.000000 Penalty: 5129.040039
	Iteration 16Q: 3 clusters Score -5876686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5876723.000000 Penalty: 5129.040039
	Iteration 17Q: 3 clusters Score -5876723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5876733.000000 Penalty: 5129.040039
	Iteration 18Q: 3 clusters Score -5876733 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -5876761.000000 Penalty: 5129.040039
	Iteration 19Q: 3 clusters Score -5876761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -5876767.500000 Penalty: 5129.040039
	Iteration 20F: 3 clusters Score -5876768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -5876771.500000 Penalty: 5129.040039
	Iteration 21Q: 3 clusters Score -5876772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5876787.500000 Penalty: 5129.040039
	Iteration 22Q: 3 clusters Score -5876788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -5876799.500000 Penalty: 5129.040039
	Iteration 23Q: 3 clusters Score -5876800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -5876799.000000 Penalty: 5129.040039
	Iteration 24Q: 3 clusters Score -5876799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5876799.500000 Penalty: 5129.040039
	Iteration 25Q: 3 clusters Score -5876800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -5876796.500000 Penalty: 5129.040039
	Iteration 26Q: 3 clusters Score -5876796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5876800.000000 Penalty: 5129.040039
	Iteration 27Q: 3 clusters Score -5876800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5876800.500000 Penalty: 5129.040039
	Iteration 28Q: 3 clusters Score -5876800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5876803.500000 Penalty: 5129.040039
	Iteration 29Q: 3 clusters Score -5876804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5876812.500000 Penalty: 5129.040039
	Iteration 30Q: 3 clusters Score -5876812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5876813.000000 Penalty: 5129.040039
	Iteration 31Q: 3 clusters Score -5876813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -5876808.000000 Penalty: 5129.040039
	Iteration 32Q: 3 clusters Score -5876808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -5876810.000000 Penalty: 5129.040039
	Iteration 33Q: 3 clusters Score -5876810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5876810.000000 Penalty: 5129.040039
	Iteration 34Q: 3 clusters Score -5876810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5876816.000000 Penalty: 5129.040039
	Iteration 35Q: 3 clusters Score -5876816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -5876817.500000 Penalty: 5129.040039
	Iteration 36Q: 3 clusters Score -5876818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -5876820.000000 Penalty: 5129.040039
	Iteration 37Q: 3 clusters Score -5876820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5876821.500000 Penalty: 5129.040039
	Iteration 38Q: 3 clusters Score -5876822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -5876828.000000 Penalty: 5129.040039
	Iteration 39Q: 3 clusters Score -5876828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5876817.000000 Penalty: 5129.040039
	Iteration 40F: 3 clusters Score -5876817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5876816.500000 Penalty: 5129.040039
	Iteration 41Q: 3 clusters Score -5876816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5876818.500000 Penalty: 5129.040039
	Iteration 42Q: 3 clusters Score -5876818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5876818.500000 Penalty: 5129.040039
	Iteration 43F: 3 clusters Score -5876818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 53561 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 52746 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 28773 members 
Entering Unmasked Estep 
Score: -161137696.000000 Penalty: 121775.703125
Splitting cluster 1 changes total score from -161139264.000000 to -161137696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (53561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Entering Unmasked Estep 
Score: -10396292.000000 Penalty: 2700.366943
	Iteration 0F: 2 clusters Score -1.039629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -10376932.000000 Penalty: 5400.733887
	Iteration 0F: 3 clusters Score -1.037693e+07 nChanged 24828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -10390872.000000 Penalty: 5400.733887
	Iteration 1F: 3 clusters Score -1.039087e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -10391253.000000 Penalty: 5400.733887
	Iteration 2F: 3 clusters Score -1.039125e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -10391744.000000 Penalty: 5400.733887
	Iteration 3F: 3 clusters Score -1.039174e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -10392805.000000 Penalty: 5400.733887
	Iteration 4F: 3 clusters Score -1.03928e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -10394791.000000 Penalty: 5400.733887
	Iteration 5F: 3 clusters Score -1.039479e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -10397494.000000 Penalty: 5400.733887
	Iteration 6F: 3 clusters Score -1.039749e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -10399647.000000 Penalty: 5400.733887
	Iteration 7F: 3 clusters Score -1.039965e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -10400604.000000 Penalty: 5400.733887
	Iteration 8Q: 3 clusters Score -1.04006e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -10400787.000000 Penalty: 5400.733887
	Iteration 9Q: 3 clusters Score -1.040079e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -10400830.000000 Penalty: 5400.733887
	Iteration 10Q: 3 clusters Score -1.040083e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -10400850.000000 Penalty: 5400.733887
	Iteration 11Q: 3 clusters Score -1.040085e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -10400664.000000 Penalty: 5400.733887
	Iteration 12Q: 3 clusters Score -1.040066e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -10400455.000000 Penalty: 5400.733887
	Iteration 13Q: 3 clusters Score -1.040046e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -10400344.000000 Penalty: 5400.733887
	Iteration 14Q: 3 clusters Score -1.040034e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -10400007.000000 Penalty: 5400.733887
	Iteration 15Q: 3 clusters Score -1.040001e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -10399883.000000 Penalty: 5400.733887
	Iteration 16Q: 3 clusters Score -1.039988e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -10399863.000000 Penalty: 5400.733887
	Iteration 17Q: 3 clusters Score -1.039986e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -10400014.000000 Penalty: 5400.733887
	Iteration 18Q: 3 clusters Score -1.040001e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -10400356.000000 Penalty: 5400.733887
	Iteration 19Q: 3 clusters Score -1.040036e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -10401494.000000 Penalty: 5400.733887
	Iteration 20F: 3 clusters Score -1.040149e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -10402083.000000 Penalty: 5400.733887
	Iteration 21Q: 3 clusters Score -1.040208e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -10402683.000000 Penalty: 5400.733887
	Iteration 22Q: 3 clusters Score -1.040268e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -10403404.000000 Penalty: 5400.733887
	Iteration 23Q: 3 clusters Score -1.04034e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -10404176.000000 Penalty: 5400.733887
	Iteration 24Q: 3 clusters Score -1.040418e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -10405038.000000 Penalty: 5400.733887
	Iteration 25Q: 3 clusters Score -1.040504e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -10405661.000000 Penalty: 5400.733887
	Iteration 26Q: 3 clusters Score -1.040566e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -10406250.000000 Penalty: 5400.733887
	Iteration 27Q: 3 clusters Score -1.040625e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -10406648.000000 Penalty: 5400.733887
	Iteration 28Q: 3 clusters Score -1.040665e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -10407004.000000 Penalty: 5400.733887
	Iteration 29Q: 3 clusters Score -1.0407e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -10407145.000000 Penalty: 5400.733887
	Iteration 30Q: 3 clusters Score -1.040714e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -10407410.000000 Penalty: 5400.733887
	Iteration 31Q: 3 clusters Score -1.040741e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -10407561.000000 Penalty: 5400.733887
	Iteration 32Q: 3 clusters Score -1.040756e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -10407663.000000 Penalty: 5400.733887
	Iteration 33Q: 3 clusters Score -1.040766e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -10407741.000000 Penalty: 5400.733887
	Iteration 34Q: 3 clusters Score -1.040774e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -10407780.000000 Penalty: 5400.733887
	Iteration 35Q: 3 clusters Score -1.040778e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -10407827.000000 Penalty: 5400.733887
	Iteration 36Q: 3 clusters Score -1.040783e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -10407859.000000 Penalty: 5400.733887
	Iteration 37Q: 3 clusters Score -1.040786e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -10407866.000000 Penalty: 5400.733887
	Iteration 38Q: 3 clusters Score -1.040787e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -10407878.000000 Penalty: 5400.733887
	Iteration 39Q: 3 clusters Score -1.040788e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -10408079.000000 Penalty: 5400.733887
	Iteration 40F: 3 clusters Score -1.040808e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -10408137.000000 Penalty: 5400.733887
	Iteration 41Q: 3 clusters Score -1.040814e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -10408222.000000 Penalty: 5400.733887
	Iteration 42Q: 3 clusters Score -1.040822e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -10408315.000000 Penalty: 5400.733887
	Iteration 43Q: 3 clusters Score -1.040832e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -10408374.000000 Penalty: 5400.733887
	Iteration 44Q: 3 clusters Score -1.040837e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -10408372.000000 Penalty: 5400.733887
	Iteration 45Q: 3 clusters Score -1.040837e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -10408370.000000 Penalty: 5400.733887
	Iteration 46Q: 3 clusters Score -1.040837e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -10408373.000000 Penalty: 5400.733887
	Iteration 47Q: 3 clusters Score -1.040837e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -10408372.000000 Penalty: 5400.733887
	Iteration 48Q: 3 clusters Score -1.040837e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -10408391.000000 Penalty: 5400.733887
	Iteration 49Q: 3 clusters Score -1.040839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -10408384.000000 Penalty: 5400.733887
	Iteration 50Q: 3 clusters Score -1.040838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -10408370.000000 Penalty: 5400.733887
	Iteration 51Q: 3 clusters Score -1.040837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -10408393.000000 Penalty: 5400.733887
	Iteration 52Q: 3 clusters Score -1.040839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -10408392.000000 Penalty: 5400.733887
	Iteration 53Q: 3 clusters Score -1.040839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -10408397.000000 Penalty: 5400.733887
	Iteration 54Q: 3 clusters Score -1.04084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -10408390.000000 Penalty: 5400.733887
	Iteration 55Q: 3 clusters Score -1.040839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -10408386.000000 Penalty: 5400.733887
	Iteration 56Q: 3 clusters Score -1.040839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -10408392.000000 Penalty: 5400.733887
	Iteration 57Q: 3 clusters Score -1.040839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -10408406.000000 Penalty: 5400.733887
	Iteration 58Q: 3 clusters Score -1.040841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -10408398.000000 Penalty: 5400.733887
	Iteration 59Q: 3 clusters Score -1.04084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -10408412.000000 Penalty: 5400.733887
	Iteration 60F: 3 clusters Score -1.040841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -10408414.000000 Penalty: 5400.733887
	Iteration 61Q: 3 clusters Score -1.040841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -10408412.000000 Penalty: 5400.733887
	Iteration 62Q: 3 clusters Score -1.040841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -10408414.000000 Penalty: 5400.733887
	Iteration 63Q: 3 clusters Score -1.040841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -10408419.000000 Penalty: 5400.733887
	Iteration 64Q: 3 clusters Score -1.040842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -10408419.000000 Penalty: 5400.733887
	Iteration 65Q: 3 clusters Score -1.040842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -10408421.000000 Penalty: 5400.733887
	Iteration 66Q: 3 clusters Score -1.040842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -10408421.000000 Penalty: 5400.733887
	Iteration 67F: 3 clusters Score -1.040842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 52746 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Entering Unmasked Estep 
Score: -161147520.000000 Penalty: 121775.703125
Splitting cluster 2 changes total score from -161139264.000000 to -161147520.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -130188.578125 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -130188.6 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 506 members 
Entering Unmasked Estep 
Score: -128692.609375 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -128692.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -129898.609375 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -129898.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -130519.835938 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -130519.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -130831.976562 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -130832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -131008.867188 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -131008.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -131067.585938 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -131067.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -131120.359375 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -131120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -131195.796875 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -131195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -131230.140625 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -131230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -131251.171875 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -131251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -131259.953125 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -131260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -131267.093750 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -131267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -131275.156250 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -131275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -131281.046875 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -131281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -131285.625000 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -131285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131297.515625 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -131297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -131315.093750 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -131315.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -131335.015625 Penalty: 3440.426025
	Iteration 17Q: 3 clusters Score -131335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -131354.312500 Penalty: 3440.426025
	Iteration 18Q: 3 clusters Score -131354.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131382.531250 Penalty: 3440.426025
	Iteration 19Q: 3 clusters Score -131382.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -131395.640625 Penalty: 3440.426025
	Iteration 20F: 3 clusters Score -131395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -131442.312500 Penalty: 3440.426025
	Iteration 21Q: 3 clusters Score -131442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131510.390625 Penalty: 3440.426025
	Iteration 22Q: 3 clusters Score -131510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -131575.640625 Penalty: 3440.426025
	Iteration 23Q: 3 clusters Score -131575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131655.234375 Penalty: 3440.426025
	Iteration 24Q: 3 clusters Score -131655.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131722.156250 Penalty: 3440.426025
	Iteration 25Q: 3 clusters Score -131722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131744.250000 Penalty: 3440.426025
	Iteration 26Q: 3 clusters Score -131744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -131804.093750 Penalty: 3440.426025
	Iteration 27Q: 3 clusters Score -131804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -131888.390625 Penalty: 3440.426025
	Iteration 28Q: 3 clusters Score -131888.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132062.953125 Penalty: 3440.426025
	Iteration 29Q: 3 clusters Score -132063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -132608.140625 Penalty: 3440.426025
	Iteration 30Q: 3 clusters Score -132608.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132671.875000 Penalty: 3440.426025
	Iteration 31Q: 3 clusters Score -132671.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -132751.968750 Penalty: 3440.426025
	Iteration 32Q: 3 clusters Score -132752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -132786.812500 Penalty: 3440.426025
	Iteration 33Q: 3 clusters Score -132786.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132866.531250 Penalty: 3440.426025
	Iteration 34Q: 3 clusters Score -132866.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132948.984375 Penalty: 3440.426025
	Iteration 35Q: 3 clusters Score -132949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132994.828125 Penalty: 3440.426025
	Iteration 36Q: 3 clusters Score -132994.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -133051.765625 Penalty: 3440.426025
	Iteration 37Q: 3 clusters Score -133051.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -133142.640625 Penalty: 3440.426025
	Iteration 38Q: 3 clusters Score -133142.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133182.078125 Penalty: 3440.426025
	Iteration 39Q: 3 clusters Score -133182.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133199.140625 Penalty: 3440.426025
	Iteration 40F: 3 clusters Score -133199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133208.765625 Penalty: 3440.426025
	Iteration 41Q: 3 clusters Score -133208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133210.875000 Penalty: 3440.426025
	Iteration 42Q: 3 clusters Score -133210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133240.578125 Penalty: 3440.426025
	Iteration 43Q: 3 clusters Score -133240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133256.234375 Penalty: 3440.426025
	Iteration 44Q: 3 clusters Score -133256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133268.703125 Penalty: 3440.426025
	Iteration 45Q: 3 clusters Score -133268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133278.046875 Penalty: 3440.426025
	Iteration 46Q: 3 clusters Score -133278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133286.718750 Penalty: 3440.426025
	Iteration 47Q: 3 clusters Score -133286.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133292.687500 Penalty: 3440.426025
	Iteration 48Q: 3 clusters Score -133292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133295.546875 Penalty: 3440.426025
	Iteration 49Q: 3 clusters Score -133295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133304.546875 Penalty: 3440.426025
	Iteration 50Q: 3 clusters Score -133304.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133312.187500 Penalty: 3440.426025
	Iteration 51Q: 3 clusters Score -133312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133318.093750 Penalty: 3440.426025
	Iteration 52Q: 3 clusters Score -133318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133339.375000 Penalty: 3440.426025
	Iteration 53Q: 3 clusters Score -133339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133349.109375 Penalty: 3440.426025
	Iteration 54Q: 3 clusters Score -133349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133364.109375 Penalty: 3440.426025
	Iteration 55Q: 3 clusters Score -133364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133375.687500 Penalty: 3440.426025
	Iteration 56Q: 3 clusters Score -133375.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133414.890625 Penalty: 3440.426025
	Iteration 57Q: 3 clusters Score -133414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133460.671875 Penalty: 3440.426025
	Iteration 58Q: 3 clusters Score -133460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133503.593750 Penalty: 3440.426025
	Iteration 59Q: 3 clusters Score -133503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133547.078125 Penalty: 3440.426025
	Iteration 60F: 3 clusters Score -133547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133589.515625 Penalty: 3440.426025
	Iteration 61Q: 3 clusters Score -133589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133609.265625 Penalty: 3440.426025
	Iteration 62Q: 3 clusters Score -133609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133612.156250 Penalty: 3440.426025
	Iteration 63Q: 3 clusters Score -133612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133614.093750 Penalty: 3440.426025
	Iteration 64Q: 3 clusters Score -133614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133614.093750 Penalty: 3440.426025
	Iteration 65F: 3 clusters Score -133614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 52746 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Entering Unmasked Estep 
Score: -161148832.000000 Penalty: 125158.359375
Splitting cluster 3 changes total score from -161139264.000000 to -161148832.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (24362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Entering Unmasked Estep 
Score: -4848489.000000 Penalty: 2504.993408
	Iteration 0F: 2 clusters Score -4848489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4832744.500000 Penalty: 5009.986816
	Iteration 0F: 3 clusters Score -4832744 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4838855.500000 Penalty: 5009.986816
	Iteration 1F: 3 clusters Score -4838856 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4839667.500000 Penalty: 5009.986816
	Iteration 2F: 3 clusters Score -4839668 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -4840426.000000 Penalty: 5009.986816
	Iteration 3F: 3 clusters Score -4840426 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -4841072.500000 Penalty: 5009.986816
	Iteration 4F: 3 clusters Score -4841072 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4841519.000000 Penalty: 5009.986816
	Iteration 5Q: 3 clusters Score -4841519 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4841917.000000 Penalty: 5009.986816
	Iteration 6Q: 3 clusters Score -4841917 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4842284.500000 Penalty: 5009.986816
	Iteration 7Q: 3 clusters Score -4842284 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4842606.500000 Penalty: 5009.986816
	Iteration 8Q: 3 clusters Score -4842606 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4842907.500000 Penalty: 5009.986816
	Iteration 9Q: 3 clusters Score -4842908 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4843224.000000 Penalty: 5009.986816
	Iteration 10Q: 3 clusters Score -4843224 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4843558.500000 Penalty: 5009.986816
	Iteration 11Q: 3 clusters Score -4843558 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4843835.000000 Penalty: 5009.986816
	Iteration 12Q: 3 clusters Score -4843835 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4844161.000000 Penalty: 5009.986816
	Iteration 13Q: 3 clusters Score -4844161 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4844535.000000 Penalty: 5009.986816
	Iteration 14Q: 3 clusters Score -4844535 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -4844906.500000 Penalty: 5009.986816
	Iteration 15Q: 3 clusters Score -4844906 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4845240.500000 Penalty: 5009.986816
	Iteration 16Q: 3 clusters Score -4845240 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4845549.000000 Penalty: 5009.986816
	Iteration 17Q: 3 clusters Score -4845549 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4845856.000000 Penalty: 5009.986816
	Iteration 18Q: 3 clusters Score -4845856 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4846071.000000 Penalty: 5009.986816
	Iteration 19Q: 3 clusters Score -4846071 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4846225.000000 Penalty: 5009.986816
	Iteration 20F: 3 clusters Score -4846225 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -4846336.000000 Penalty: 5009.986816
	Iteration 21Q: 3 clusters Score -4846336 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4846425.500000 Penalty: 5009.986816
	Iteration 22Q: 3 clusters Score -4846426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4846486.500000 Penalty: 5009.986816
	Iteration 23Q: 3 clusters Score -4846486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -4846531.500000 Penalty: 5009.986816
	Iteration 24Q: 3 clusters Score -4846532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4846562.000000 Penalty: 5009.986816
	Iteration 25Q: 3 clusters Score -4846562 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4846568.500000 Penalty: 5009.986816
	Iteration 26Q: 3 clusters Score -4846568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -4846594.000000 Penalty: 5009.986816
	Iteration 27Q: 3 clusters Score -4846594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4846606.500000 Penalty: 5009.986816
	Iteration 28Q: 3 clusters Score -4846606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4846603.000000 Penalty: 5009.986816
	Iteration 29Q: 3 clusters Score -4846603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4846612.500000 Penalty: 5009.986816
	Iteration 30Q: 3 clusters Score -4846612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4846620.000000 Penalty: 5009.986816
	Iteration 31Q: 3 clusters Score -4846620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4846622.000000 Penalty: 5009.986816
	Iteration 32Q: 3 clusters Score -4846622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4846624.500000 Penalty: 5009.986816
	Iteration 33Q: 3 clusters Score -4846624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4846640.000000 Penalty: 5009.986816
	Iteration 34Q: 3 clusters Score -4846640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4846637.500000 Penalty: 5009.986816
	Iteration 35Q: 3 clusters Score -4846638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4846639.500000 Penalty: 5009.986816
	Iteration 36Q: 3 clusters Score -4846640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4846649.500000 Penalty: 5009.986816
	Iteration 37Q: 3 clusters Score -4846650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4846653.000000 Penalty: 5009.986816
	Iteration 38Q: 3 clusters Score -4846653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -4846655.500000 Penalty: 5009.986816
	Iteration 39Q: 3 clusters Score -4846656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4846656.500000 Penalty: 5009.986816
	Iteration 40F: 3 clusters Score -4846656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4846663.500000 Penalty: 5009.986816
	Iteration 41Q: 3 clusters Score -4846664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4846663.500000 Penalty: 5009.986816
	Iteration 42Q: 3 clusters Score -4846664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4846664.500000 Penalty: 5009.986816
	Iteration 43Q: 3 clusters Score -4846664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4846661.000000 Penalty: 5009.986816
	Iteration 44Q: 3 clusters Score -4846661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4846661.500000 Penalty: 5009.986816
	Iteration 45Q: 3 clusters Score -4846662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -4846660.000000 Penalty: 5009.986816
	Iteration 46Q: 3 clusters Score -4846660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4846665.000000 Penalty: 5009.986816
	Iteration 47Q: 3 clusters Score -4846665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4846662.000000 Penalty: 5009.986816
	Iteration 48Q: 3 clusters Score -4846662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4846668.500000 Penalty: 5009.986816
	Iteration 49Q: 3 clusters Score -4846668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4846667.000000 Penalty: 5009.986816
	Iteration 50Q: 3 clusters Score -4846667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4846667.000000 Penalty: 5009.986816
	Iteration 51F: 3 clusters Score -4846667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -74948.406250 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -74948.41 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 383 members 
Entering Unmasked Estep 
Score: -73484.593750 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -73484.59 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74567.953125 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -74567.95 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75239.398438 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -75239.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75789.812500 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -75789.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76443.031250 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -76443.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77111.382812 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -77111.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77620.320312 Penalty: 3306.810547
	Iteration 6F: 3 clusters Score -77620.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77874.976562 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -77874.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78008.617188 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -78008.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78043.757812 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -78043.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78067.992188 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -78067.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78081.085938 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -78081.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78102.914062 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -78102.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78114.109375 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -78114.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78114.109375 Penalty: 3306.810547
	Iteration 14F: 3 clusters Score -78114.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 52746 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Entering Unmasked Estep 
Score: -161150240.000000 Penalty: 128541.015625
Splitting cluster 5 changes total score from -161139264.000000 to -161150240.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -323552.718750 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -323552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -321173.125000 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -321173.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -321850.656250 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -321850.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -322227.312500 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -322227.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -322547.750000 Penalty: 3743.560791
	Iteration 3F: 3 clusters Score -322547.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -322835.250000 Penalty: 3743.560791
	Iteration 4F: 3 clusters Score -322835.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -323032.531250 Penalty: 3743.560791
	Iteration 5F: 3 clusters Score -323032.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -323276.906250 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -323276.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -323467.093750 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -323467.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -323637.843750 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -323637.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -323752.531250 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -323752.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -323868.968750 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -323869 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -324027.875000 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -324027.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -324118.750000 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -324118.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -324178.687500 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -324178.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -324212.343750 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -324212.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -324238.062500 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -324238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -324254.031250 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -324254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -324267.343750 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -324267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -324272.343750 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -324272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -324277.281250 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -324277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -324284.968750 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -324285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -324288.593750 Penalty: 3743.560791
	Iteration 21Q: 3 clusters Score -324288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -324289.562500 Penalty: 3743.560791
	Iteration 22Q: 3 clusters Score -324289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -324294.687500 Penalty: 3743.560791
	Iteration 23Q: 3 clusters Score -324294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -324298.781250 Penalty: 3743.560791
	Iteration 24Q: 3 clusters Score -324298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -324299.500000 Penalty: 3743.560791
	Iteration 25Q: 3 clusters Score -324299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -324299.500000 Penalty: 3743.560791
	Iteration 26F: 3 clusters Score -324299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 3896 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 52746 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Entering Unmasked Estep 
Score: -161148800.000000 Penalty: 131923.671875
Splitting cluster 6 changes total score from -161139264.000000 to -161148800.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -718012.437500 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -718012.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -714298.187500 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -714298.2 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -715704.500000 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -715704.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -717253.625000 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -717253.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -718665.625000 Penalty: 4100.782227
	Iteration 3F: 3 clusters Score -718665.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -719220.000000 Penalty: 4100.782227
	Iteration 4F: 3 clusters Score -719220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -719366.062500 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -719366.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -719400.937500 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -719400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -719409.125000 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -719409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -719408.437500 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -719408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -719409.562500 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -719409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -719410.625000 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -719410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -719411.000000 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -719411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -719412.687500 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -719412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -719412.625000 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -719412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -719413.562500 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -719413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -719413.312500 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -719413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -719413.500000 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -719413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -719414.937500 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -719414.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -719414.937500 Penalty: 4100.782227
	Iteration 18F: 3 clusters Score -719414.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 52746 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Entering Unmasked Estep 
Score: -161148528.000000 Penalty: 135306.328125
Splitting cluster 7 changes total score from -161139264.000000 to -161148528.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -620744.562500 Penalty: 2016.254639
	Iteration 0F: 2 clusters Score -620744.6 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 1732 members 
Entering Unmasked Estep 
Score: -617491.500000 Penalty: 4032.509277
	Iteration 0F: 3 clusters Score -617491.5 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -619846.500000 Penalty: 4032.509277
	Iteration 1F: 3 clusters Score -619846.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -622034.562500 Penalty: 4032.509277
	Iteration 2F: 3 clusters Score -622034.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -622725.937500 Penalty: 4032.509277
	Iteration 3F: 3 clusters Score -622725.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -622841.625000 Penalty: 4032.509277
	Iteration 4Q: 3 clusters Score -622841.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -622877.312500 Penalty: 4032.509277
	Iteration 5Q: 3 clusters Score -622877.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -622889.250000 Penalty: 4032.509277
	Iteration 6Q: 3 clusters Score -622889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -622893.812500 Penalty: 4032.509277
	Iteration 7Q: 3 clusters Score -622893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -622896.187500 Penalty: 4032.509277
	Iteration 8Q: 3 clusters Score -622896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -622896.812500 Penalty: 4032.509277
	Iteration 9Q: 3 clusters Score -622896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -622899.437500 Penalty: 4032.509277
	Iteration 10Q: 3 clusters Score -622899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -622900.062500 Penalty: 4032.509277
	Iteration 11Q: 3 clusters Score -622900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -622900.062500 Penalty: 4032.509277
	Iteration 12F: 3 clusters Score -622900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 52746 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Entering Unmasked Estep 
Score: -161149344.000000 Penalty: 138689.000000
Splitting cluster 8 changes total score from -161139264.000000 to -161149344.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (52746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Entering Unmasked Estep 
Score: -10349411.000000 Penalty: 2696.564453
	Iteration 0F: 2 clusters Score -1.034941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -10320021.000000 Penalty: 5393.128906
	Iteration 0F: 3 clusters Score -1.032002e+07 nChanged 24422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -10333566.000000 Penalty: 5393.128906
	Iteration 1F: 3 clusters Score -1.033357e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -10334448.000000 Penalty: 5393.128906
	Iteration 2Q: 3 clusters Score -1.033445e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -10335427.000000 Penalty: 5393.128906
	Iteration 3Q: 3 clusters Score -1.033543e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -10336846.000000 Penalty: 5393.128906
	Iteration 4F: 3 clusters Score -1.033685e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -10338448.000000 Penalty: 5393.128906
	Iteration 5F: 3 clusters Score -1.033845e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -10340151.000000 Penalty: 5393.128906
	Iteration 6F: 3 clusters Score -1.034015e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -10341819.000000 Penalty: 5393.128906
	Iteration 7F: 3 clusters Score -1.034182e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -10343137.000000 Penalty: 5393.128906
	Iteration 8F: 3 clusters Score -1.034314e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -10344470.000000 Penalty: 5393.128906
	Iteration 9Q: 3 clusters Score -1.034447e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -10345636.000000 Penalty: 5393.128906
	Iteration 10Q: 3 clusters Score -1.034564e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -10346727.000000 Penalty: 5393.128906
	Iteration 11Q: 3 clusters Score -1.034673e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -10347548.000000 Penalty: 5393.128906
	Iteration 12Q: 3 clusters Score -1.034755e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -10348141.000000 Penalty: 5393.128906
	Iteration 13Q: 3 clusters Score -1.034814e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -10348516.000000 Penalty: 5393.128906
	Iteration 14Q: 3 clusters Score -1.034852e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -10348800.000000 Penalty: 5393.128906
	Iteration 15Q: 3 clusters Score -1.03488e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -10349054.000000 Penalty: 5393.128906
	Iteration 16Q: 3 clusters Score -1.034905e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -10349291.000000 Penalty: 5393.128906
	Iteration 17Q: 3 clusters Score -1.034929e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -10349592.000000 Penalty: 5393.128906
	Iteration 18Q: 3 clusters Score -1.034959e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -10349952.000000 Penalty: 5393.128906
	Iteration 19Q: 3 clusters Score -1.034995e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -10350291.000000 Penalty: 5393.128906
	Iteration 20F: 3 clusters Score -1.035029e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -10350549.000000 Penalty: 5393.128906
	Iteration 21Q: 3 clusters Score -1.035055e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -10350769.000000 Penalty: 5393.128906
	Iteration 22Q: 3 clusters Score -1.035077e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -10351016.000000 Penalty: 5393.128906
	Iteration 23Q: 3 clusters Score -1.035102e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -10351154.000000 Penalty: 5393.128906
	Iteration 24Q: 3 clusters Score -1.035115e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -10351124.000000 Penalty: 5393.128906
	Iteration 25Q: 3 clusters Score -1.035112e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -10351110.000000 Penalty: 5393.128906
	Iteration 26Q: 3 clusters Score -1.035111e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -10351095.000000 Penalty: 5393.128906
	Iteration 27Q: 3 clusters Score -1.03511e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -10351010.000000 Penalty: 5393.128906
	Iteration 28Q: 3 clusters Score -1.035101e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -10350936.000000 Penalty: 5393.128906
	Iteration 29Q: 3 clusters Score -1.035094e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -10350862.000000 Penalty: 5393.128906
	Iteration 30Q: 3 clusters Score -1.035086e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -10350826.000000 Penalty: 5393.128906
	Iteration 31Q: 3 clusters Score -1.035083e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -10350733.000000 Penalty: 5393.128906
	Iteration 32Q: 3 clusters Score -1.035073e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -10350672.000000 Penalty: 5393.128906
	Iteration 33Q: 3 clusters Score -1.035067e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -10350625.000000 Penalty: 5393.128906
	Iteration 34Q: 3 clusters Score -1.035062e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -10350555.000000 Penalty: 5393.128906
	Iteration 35Q: 3 clusters Score -1.035056e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -10350489.000000 Penalty: 5393.128906
	Iteration 36Q: 3 clusters Score -1.035049e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -10350396.000000 Penalty: 5393.128906
	Iteration 37Q: 3 clusters Score -1.03504e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -10350337.000000 Penalty: 5393.128906
	Iteration 38Q: 3 clusters Score -1.035034e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -10350274.000000 Penalty: 5393.128906
	Iteration 39Q: 3 clusters Score -1.035027e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -10350277.000000 Penalty: 5393.128906
	Iteration 40F: 3 clusters Score -1.035028e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -10350259.000000 Penalty: 5393.128906
	Iteration 41Q: 3 clusters Score -1.035026e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -10350220.000000 Penalty: 5393.128906
	Iteration 42Q: 3 clusters Score -1.035022e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -10350197.000000 Penalty: 5393.128906
	Iteration 43Q: 3 clusters Score -1.03502e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -10350188.000000 Penalty: 5393.128906
	Iteration 44Q: 3 clusters Score -1.035019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -10350195.000000 Penalty: 5393.128906
	Iteration 45Q: 3 clusters Score -1.03502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -10350167.000000 Penalty: 5393.128906
	Iteration 46Q: 3 clusters Score -1.035017e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -10350159.000000 Penalty: 5393.128906
	Iteration 47Q: 3 clusters Score -1.035016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -10350157.000000 Penalty: 5393.128906
	Iteration 48Q: 3 clusters Score -1.035016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -10350163.000000 Penalty: 5393.128906
	Iteration 49Q: 3 clusters Score -1.035016e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -10350161.000000 Penalty: 5393.128906
	Iteration 50Q: 3 clusters Score -1.035016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -10350131.000000 Penalty: 5393.128906
	Iteration 51Q: 3 clusters Score -1.035013e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -10350121.000000 Penalty: 5393.128906
	Iteration 52Q: 3 clusters Score -1.035012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -10350113.000000 Penalty: 5393.128906
	Iteration 53Q: 3 clusters Score -1.035011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -10350118.000000 Penalty: 5393.128906
	Iteration 54Q: 3 clusters Score -1.035012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -10350102.000000 Penalty: 5393.128906
	Iteration 55Q: 3 clusters Score -1.03501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -10350097.000000 Penalty: 5393.128906
	Iteration 56Q: 3 clusters Score -1.03501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -10350086.000000 Penalty: 5393.128906
	Iteration 57Q: 3 clusters Score -1.035009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -10350098.000000 Penalty: 5393.128906
	Iteration 58Q: 3 clusters Score -1.03501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -10350099.000000 Penalty: 5393.128906
	Iteration 59Q: 3 clusters Score -1.03501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -10350088.000000 Penalty: 5393.128906
	Iteration 60F: 3 clusters Score -1.035009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -10350094.000000 Penalty: 5393.128906
	Iteration 61Q: 3 clusters Score -1.035009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -10350079.000000 Penalty: 5393.128906
	Iteration 62Q: 3 clusters Score -1.035008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -10350079.000000 Penalty: 5393.128906
	Iteration 63F: 3 clusters Score -1.035008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Entering Unmasked Estep 
Score: -161150096.000000 Penalty: 142071.656250
Splitting cluster 9 changes total score from -161139264.000000 to -161150096.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (31134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Entering Unmasked Estep 
Score: -5967995.500000 Penalty: 2565.821777
	Iteration 0F: 2 clusters Score -5967996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -5947936.500000 Penalty: 5131.643555
	Iteration 0F: 3 clusters Score -5947936 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -5955330.000000 Penalty: 5131.643555
	Iteration 1F: 3 clusters Score -5955330 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5955813.000000 Penalty: 5131.643555
	Iteration 2Q: 3 clusters Score -5955813 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -5956276.000000 Penalty: 5131.643555
	Iteration 3Q: 3 clusters Score -5956276 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -5956735.000000 Penalty: 5131.643555
	Iteration 4Q: 3 clusters Score -5956735 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -5957374.000000 Penalty: 5131.643555
	Iteration 5Q: 3 clusters Score -5957374 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -5958159.000000 Penalty: 5131.643555
	Iteration 6Q: 3 clusters Score -5958159 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5959296.000000 Penalty: 5131.643555
	Iteration 7F: 3 clusters Score -5959296 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -5960860.500000 Penalty: 5131.643555
	Iteration 8F: 3 clusters Score -5960860 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -5962580.500000 Penalty: 5131.643555
	Iteration 9F: 3 clusters Score -5962580 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -5964078.500000 Penalty: 5131.643555
	Iteration 10F: 3 clusters Score -5964078 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5965043.500000 Penalty: 5131.643555
	Iteration 11Q: 3 clusters Score -5965044 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -5965438.500000 Penalty: 5131.643555
	Iteration 12Q: 3 clusters Score -5965438 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -5965647.000000 Penalty: 5131.643555
	Iteration 13Q: 3 clusters Score -5965647 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -5965745.500000 Penalty: 5131.643555
	Iteration 14Q: 3 clusters Score -5965746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -5965782.500000 Penalty: 5131.643555
	Iteration 15Q: 3 clusters Score -5965782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5965826.000000 Penalty: 5131.643555
	Iteration 16Q: 3 clusters Score -5965826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -5965856.000000 Penalty: 5131.643555
	Iteration 17Q: 3 clusters Score -5965856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -5965867.500000 Penalty: 5131.643555
	Iteration 18Q: 3 clusters Score -5965868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -5965878.000000 Penalty: 5131.643555
	Iteration 19Q: 3 clusters Score -5965878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -5965884.000000 Penalty: 5131.643555
	Iteration 20F: 3 clusters Score -5965884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -5965890.500000 Penalty: 5131.643555
	Iteration 21Q: 3 clusters Score -5965890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -5965903.000000 Penalty: 5131.643555
	Iteration 22Q: 3 clusters Score -5965903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5965910.500000 Penalty: 5131.643555
	Iteration 23Q: 3 clusters Score -5965910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5965916.500000 Penalty: 5131.643555
	Iteration 24Q: 3 clusters Score -5965916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -5965919.000000 Penalty: 5131.643555
	Iteration 25Q: 3 clusters Score -5965919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5965919.000000 Penalty: 5131.643555
	Iteration 26Q: 3 clusters Score -5965919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5965915.000000 Penalty: 5131.643555
	Iteration 27Q: 3 clusters Score -5965915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5965921.500000 Penalty: 5131.643555
	Iteration 28Q: 3 clusters Score -5965922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5965925.500000 Penalty: 5131.643555
	Iteration 29Q: 3 clusters Score -5965926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5965931.000000 Penalty: 5131.643555
	Iteration 30Q: 3 clusters Score -5965931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5965931.000000 Penalty: 5131.643555
	Iteration 31F: 3 clusters Score -5965931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -60942.773438 Penalty: 1493.814941
	Iteration 0F: 2 clusters Score -60942.77 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 193 members 
Entering Unmasked Estep 
Score: -59604.804688 Penalty: 2987.629883
	Iteration 0F: 3 clusters Score -59604.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59903.382812 Penalty: 2987.629883
	Iteration 1F: 3 clusters Score -59903.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -60218.406250 Penalty: 2987.629883
	Iteration 2F: 3 clusters Score -60218.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -60438.925781 Penalty: 2987.629883
	Iteration 3Q: 3 clusters Score -60438.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -60513.304688 Penalty: 2987.629883
	Iteration 4Q: 3 clusters Score -60513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -60549.875000 Penalty: 2987.629883
	Iteration 5Q: 3 clusters Score -60549.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -60562.582031 Penalty: 2987.629883
	Iteration 6Q: 3 clusters Score -60562.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -60572.601562 Penalty: 2987.629883
	Iteration 7Q: 3 clusters Score -60572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -60580.843750 Penalty: 2987.629883
	Iteration 8Q: 3 clusters Score -60580.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -60583.101562 Penalty: 2987.629883
	Iteration 9Q: 3 clusters Score -60583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -60583.101562 Penalty: 2987.629883
	Iteration 10F: 3 clusters Score -60583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -99469.632812 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -99469.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97899.960938 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -97899.96 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98843.500000 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -98843.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99848.523438 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -99848.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -100541.531250 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -100541.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101001.960938 Penalty: 3287.508545
	Iteration 4F: 3 clusters Score -101002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101307.187500 Penalty: 3287.508545
	Iteration 5Q: 3 clusters Score -101307.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101534.515625 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -101534.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101723.367188 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -101723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101784.382812 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -101784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -101824.468750 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -101824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101842.062500 Penalty: 3287.508545
	Iteration 10Q: 3 clusters Score -101842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101857.984375 Penalty: 3287.508545
	Iteration 11Q: 3 clusters Score -101858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101863.578125 Penalty: 3287.508545
	Iteration 12F: 3 clusters Score -101863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101897.007812 Penalty: 3287.508545
	Iteration 13Q: 3 clusters Score -101897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101923.468750 Penalty: 3287.508545
	Iteration 14Q: 3 clusters Score -101923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101952.671875 Penalty: 3287.508545
	Iteration 15Q: 3 clusters Score -101952.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101986.968750 Penalty: 3287.508545
	Iteration 16Q: 3 clusters Score -101987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -102025.460938 Penalty: 3287.508545
	Iteration 17Q: 3 clusters Score -102025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -102056.265625 Penalty: 3287.508545
	Iteration 18Q: 3 clusters Score -102056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -102067.390625 Penalty: 3287.508545
	Iteration 19Q: 3 clusters Score -102067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102106.937500 Penalty: 3287.508545
	Iteration 20F: 3 clusters Score -102106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102124.851562 Penalty: 3287.508545
	Iteration 21Q: 3 clusters Score -102124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102128.054688 Penalty: 3287.508545
	Iteration 22Q: 3 clusters Score -102128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102128.054688 Penalty: 3287.508545
	Iteration 23F: 3 clusters Score -102128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 37025 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Entering Unmasked Estep 
Score: -161150928.000000 Penalty: 145454.312500
Splitting cluster 12 changes total score from -161139264.000000 to -161150928.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 13 (35891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Entering Unmasked Estep 
Score: -6854265.500000 Penalty: 2601.083984
	Iteration 0F: 2 clusters Score -6854266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -6831398.000000 Penalty: 5202.167969
	Iteration 0F: 3 clusters Score -6831398 nChanged 16287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -6840136.500000 Penalty: 5202.167969
	Iteration 1F: 3 clusters Score -6840136 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -6840662.500000 Penalty: 5202.167969
	Iteration 2Q: 3 clusters Score -6840662 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -6841234.000000 Penalty: 5202.167969
	Iteration 3Q: 3 clusters Score -6841234 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -6841965.500000 Penalty: 5202.167969
	Iteration 4Q: 3 clusters Score -6841966 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -6842897.500000 Penalty: 5202.167969
	Iteration 5F: 3 clusters Score -6842898 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -6844215.500000 Penalty: 5202.167969
	Iteration 6F: 3 clusters Score -6844216 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -6845851.000000 Penalty: 5202.167969
	Iteration 7F: 3 clusters Score -6845851 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -6847847.000000 Penalty: 5202.167969
	Iteration 8F: 3 clusters Score -6847847 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6849606.500000 Penalty: 5202.167969
	Iteration 9F: 3 clusters Score -6849606 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6850751.500000 Penalty: 5202.167969
	Iteration 10Q: 3 clusters Score -6850752 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6851474.500000 Penalty: 5202.167969
	Iteration 11Q: 3 clusters Score -6851474 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6851893.500000 Penalty: 5202.167969
	Iteration 12Q: 3 clusters Score -6851894 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6852085.500000 Penalty: 5202.167969
	Iteration 13Q: 3 clusters Score -6852086 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6852186.000000 Penalty: 5202.167969
	Iteration 14Q: 3 clusters Score -6852186 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6852254.500000 Penalty: 5202.167969
	Iteration 15Q: 3 clusters Score -6852254 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6852291.500000 Penalty: 5202.167969
	Iteration 16Q: 3 clusters Score -6852292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6852337.500000 Penalty: 5202.167969
	Iteration 17Q: 3 clusters Score -6852338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6852371.000000 Penalty: 5202.167969
	Iteration 18Q: 3 clusters Score -6852371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6852382.000000 Penalty: 5202.167969
	Iteration 19Q: 3 clusters Score -6852382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6852402.500000 Penalty: 5202.167969
	Iteration 20F: 3 clusters Score -6852402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6852425.500000 Penalty: 5202.167969
	Iteration 21Q: 3 clusters Score -6852426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6852420.000000 Penalty: 5202.167969
	Iteration 22Q: 3 clusters Score -6852420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6852425.000000 Penalty: 5202.167969
	Iteration 23Q: 3 clusters Score -6852425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6852441.500000 Penalty: 5202.167969
	Iteration 24Q: 3 clusters Score -6852442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6852446.500000 Penalty: 5202.167969
	Iteration 25Q: 3 clusters Score -6852446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6852441.500000 Penalty: 5202.167969
	Iteration 26Q: 3 clusters Score -6852442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6852451.000000 Penalty: 5202.167969
	Iteration 27Q: 3 clusters Score -6852451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6852449.000000 Penalty: 5202.167969
	Iteration 28Q: 3 clusters Score -6852449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6852454.000000 Penalty: 5202.167969
	Iteration 29Q: 3 clusters Score -6852454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6852453.000000 Penalty: 5202.167969
	Iteration 30Q: 3 clusters Score -6852453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6852453.000000 Penalty: 5202.167969
	Iteration 31F: 3 clusters Score -6852453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Entering Unmasked Estep 
Score: -12833186.000000 Penalty: 2762.519531
	Iteration 0F: 2 clusters Score -1.283319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -12790031.000000 Penalty: 5525.039062
	Iteration 0F: 3 clusters Score -1.279003e+07 nChanged 32083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -12807928.000000 Penalty: 5525.039062
	Iteration 1F: 3 clusters Score -1.280793e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -12808777.000000 Penalty: 5525.039062
	Iteration 2Q: 3 clusters Score -1.280878e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -12809670.000000 Penalty: 5525.039062
	Iteration 3Q: 3 clusters Score -1.280967e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -12810912.000000 Penalty: 5525.039062
	Iteration 4Q: 3 clusters Score -1.281091e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -12812492.000000 Penalty: 5525.039062
	Iteration 5Q: 3 clusters Score -1.281249e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -12814151.000000 Penalty: 5525.039062
	Iteration 6F: 3 clusters Score -1.281415e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -12815757.000000 Penalty: 5525.039062
	Iteration 7F: 3 clusters Score -1.281576e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -12817434.000000 Penalty: 5525.039062
	Iteration 8F: 3 clusters Score -1.281743e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -12818987.000000 Penalty: 5525.039062
	Iteration 9Q: 3 clusters Score -1.281899e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -12820189.000000 Penalty: 5525.039062
	Iteration 10Q: 3 clusters Score -1.282019e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -12821333.000000 Penalty: 5525.039062
	Iteration 11Q: 3 clusters Score -1.282133e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -12822379.000000 Penalty: 5525.039062
	Iteration 12Q: 3 clusters Score -1.282238e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -12823192.000000 Penalty: 5525.039062
	Iteration 13Q: 3 clusters Score -1.282319e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -12823997.000000 Penalty: 5525.039062
	Iteration 14Q: 3 clusters Score -1.2824e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -12824681.000000 Penalty: 5525.039062
	Iteration 15Q: 3 clusters Score -1.282468e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -12825507.000000 Penalty: 5525.039062
	Iteration 16Q: 3 clusters Score -1.282551e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -12826270.000000 Penalty: 5525.039062
	Iteration 17Q: 3 clusters Score -1.282627e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -12826941.000000 Penalty: 5525.039062
	Iteration 18Q: 3 clusters Score -1.282694e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -12827498.000000 Penalty: 5525.039062
	Iteration 19Q: 3 clusters Score -1.28275e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -12827967.000000 Penalty: 5525.039062
	Iteration 20F: 3 clusters Score -1.282797e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -12828365.000000 Penalty: 5525.039062
	Iteration 21Q: 3 clusters Score -1.282836e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -12828629.000000 Penalty: 5525.039062
	Iteration 22Q: 3 clusters Score -1.282863e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -12828830.000000 Penalty: 5525.039062
	Iteration 23Q: 3 clusters Score -1.282883e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -12829106.000000 Penalty: 5525.039062
	Iteration 24Q: 3 clusters Score -1.282911e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -12829314.000000 Penalty: 5525.039062
	Iteration 25Q: 3 clusters Score -1.282931e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -12829574.000000 Penalty: 5525.039062
	Iteration 26Q: 3 clusters Score -1.282957e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -12829814.000000 Penalty: 5525.039062
	Iteration 27Q: 3 clusters Score -1.282981e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -12830055.000000 Penalty: 5525.039062
	Iteration 28Q: 3 clusters Score -1.283006e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -12830267.000000 Penalty: 5525.039062
	Iteration 29Q: 3 clusters Score -1.283027e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -12830530.000000 Penalty: 5525.039062
	Iteration 30Q: 3 clusters Score -1.283053e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -12830761.000000 Penalty: 5525.039062
	Iteration 31Q: 3 clusters Score -1.283076e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -12830877.000000 Penalty: 5525.039062
	Iteration 32Q: 3 clusters Score -1.283088e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -12831007.000000 Penalty: 5525.039062
	Iteration 33Q: 3 clusters Score -1.283101e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -12831100.000000 Penalty: 5525.039062
	Iteration 34Q: 3 clusters Score -1.28311e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -12831199.000000 Penalty: 5525.039062
	Iteration 35Q: 3 clusters Score -1.28312e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -12831301.000000 Penalty: 5525.039062
	Iteration 36Q: 3 clusters Score -1.28313e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -12831356.000000 Penalty: 5525.039062
	Iteration 37Q: 3 clusters Score -1.283136e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -12831390.000000 Penalty: 5525.039062
	Iteration 38Q: 3 clusters Score -1.283139e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -12831443.000000 Penalty: 5525.039062
	Iteration 39Q: 3 clusters Score -1.283144e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -12831480.000000 Penalty: 5525.039062
	Iteration 40F: 3 clusters Score -1.283148e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -12831485.000000 Penalty: 5525.039062
	Iteration 41Q: 3 clusters Score -1.283148e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -12831487.000000 Penalty: 5525.039062
	Iteration 42Q: 3 clusters Score -1.283149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -12831506.000000 Penalty: 5525.039062
	Iteration 43Q: 3 clusters Score -1.283151e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -12831531.000000 Penalty: 5525.039062
	Iteration 44Q: 3 clusters Score -1.283153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -12831521.000000 Penalty: 5525.039062
	Iteration 45Q: 3 clusters Score -1.283152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -12831521.000000 Penalty: 5525.039062
	Iteration 46Q: 3 clusters Score -1.283152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -12831507.000000 Penalty: 5525.039062
	Iteration 47Q: 3 clusters Score -1.283151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -12831505.000000 Penalty: 5525.039062
	Iteration 48Q: 3 clusters Score -1.28315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -12831514.000000 Penalty: 5525.039062
	Iteration 49Q: 3 clusters Score -1.283151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -12831508.000000 Penalty: 5525.039062
	Iteration 50Q: 3 clusters Score -1.283151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -12831503.000000 Penalty: 5525.039062
	Iteration 51Q: 3 clusters Score -1.28315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -12831508.000000 Penalty: 5525.039062
	Iteration 52Q: 3 clusters Score -1.283151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12831514.000000 Penalty: 5525.039062
	Iteration 53Q: 3 clusters Score -1.283151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -12831501.000000 Penalty: 5525.039062
	Iteration 54Q: 3 clusters Score -1.28315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -12831518.000000 Penalty: 5525.039062
	Iteration 55Q: 3 clusters Score -1.283152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -12831502.000000 Penalty: 5525.039062
	Iteration 56Q: 3 clusters Score -1.28315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -12831498.000000 Penalty: 5525.039062
	Iteration 57Q: 3 clusters Score -1.28315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12831490.000000 Penalty: 5525.039062
	Iteration 58Q: 3 clusters Score -1.283149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12831489.000000 Penalty: 5525.039062
	Iteration 59Q: 3 clusters Score -1.283149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -12831491.000000 Penalty: 5525.039062
	Iteration 60F: 3 clusters Score -1.283149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -12831495.000000 Penalty: 5525.039062
	Iteration 61Q: 3 clusters Score -1.28315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -12831484.000000 Penalty: 5525.039062
	Iteration 62Q: 3 clusters Score -1.283148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -12831500.000000 Penalty: 5525.039062
	Iteration 63Q: 3 clusters Score -1.28315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12831508.000000 Penalty: 5525.039062
	Iteration 64Q: 3 clusters Score -1.283151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -12831518.000000 Penalty: 5525.039062
	Iteration 65Q: 3 clusters Score -1.283152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -12831521.000000 Penalty: 5525.039062
	Iteration 66Q: 3 clusters Score -1.283152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12831521.000000 Penalty: 5525.039062
	Iteration 67Q: 3 clusters Score -1.283152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -12831514.000000 Penalty: 5525.039062
	Iteration 68Q: 3 clusters Score -1.283151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -12831519.000000 Penalty: 5525.039062
	Iteration 69Q: 3 clusters Score -1.283152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -12831506.000000 Penalty: 5525.039062
	Iteration 70Q: 3 clusters Score -1.283151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -12831517.000000 Penalty: 5525.039062
	Iteration 71Q: 3 clusters Score -1.283152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -12831512.000000 Penalty: 5525.039062
	Iteration 72Q: 3 clusters Score -1.283151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12831538.000000 Penalty: 5525.039062
	Iteration 73Q: 3 clusters Score -1.283154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12831514.000000 Penalty: 5525.039062
	Iteration 74Q: 3 clusters Score -1.283151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12831524.000000 Penalty: 5525.039062
	Iteration 75Q: 3 clusters Score -1.283152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12831526.000000 Penalty: 5525.039062
	Iteration 76Q: 3 clusters Score -1.283153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -12831518.000000 Penalty: 5525.039062
	Iteration 77Q: 3 clusters Score -1.283152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -12831526.000000 Penalty: 5525.039062
	Iteration 78Q: 3 clusters Score -1.283153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -12831529.000000 Penalty: 5525.039062
	Iteration 79Q: 3 clusters Score -1.283153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -12831542.000000 Penalty: 5525.039062
	Iteration 80F: 3 clusters Score -1.283154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12831538.000000 Penalty: 5525.039062
	Iteration 81Q: 3 clusters Score -1.283154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -12831550.000000 Penalty: 5525.039062
	Iteration 82Q: 3 clusters Score -1.283155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -12831546.000000 Penalty: 5525.039062
	Iteration 83Q: 3 clusters Score -1.283155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -12831551.000000 Penalty: 5525.039062
	Iteration 84Q: 3 clusters Score -1.283155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -12831566.000000 Penalty: 5525.039062
	Iteration 85Q: 3 clusters Score -1.283157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -12831580.000000 Penalty: 5525.039062
	Iteration 86Q: 3 clusters Score -1.283158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12831581.000000 Penalty: 5525.039062
	Iteration 87Q: 3 clusters Score -1.283158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -12831580.000000 Penalty: 5525.039062
	Iteration 88Q: 3 clusters Score -1.283158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -12831591.000000 Penalty: 5525.039062
	Iteration 89Q: 3 clusters Score -1.283159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -12831589.000000 Penalty: 5525.039062
	Iteration 90Q: 3 clusters Score -1.283159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -12831600.000000 Penalty: 5525.039062
	Iteration 91Q: 3 clusters Score -1.28316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -12831602.000000 Penalty: 5525.039062
	Iteration 92Q: 3 clusters Score -1.28316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12831596.000000 Penalty: 5525.039062
	Iteration 93Q: 3 clusters Score -1.28316e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -12831600.000000 Penalty: 5525.039062
	Iteration 94Q: 3 clusters Score -1.28316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12831624.000000 Penalty: 5525.039062
	Iteration 95Q: 3 clusters Score -1.283162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -12831625.000000 Penalty: 5525.039062
	Iteration 96Q: 3 clusters Score -1.283162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12831644.000000 Penalty: 5525.039062
	Iteration 97Q: 3 clusters Score -1.283164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12831647.000000 Penalty: 5525.039062
	Iteration 98Q: 3 clusters Score -1.283165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -12831671.000000 Penalty: 5525.039062
	Iteration 99Q: 3 clusters Score -1.283167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -12831680.000000 Penalty: 5525.039062
	Iteration 100F: 3 clusters Score -1.283168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12831664.000000 Penalty: 5525.039062
	Iteration 101Q: 3 clusters Score -1.283166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -12831656.000000 Penalty: 5525.039062
	Iteration 102Q: 3 clusters Score -1.283166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -12831658.000000 Penalty: 5525.039062
	Iteration 103Q: 3 clusters Score -1.283166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -12831662.000000 Penalty: 5525.039062
	Iteration 104Q: 3 clusters Score -1.283166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12831667.000000 Penalty: 5525.039062
	Iteration 105Q: 3 clusters Score -1.283167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -12831668.000000 Penalty: 5525.039062
	Iteration 106Q: 3 clusters Score -1.283167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -12831669.000000 Penalty: 5525.039062
	Iteration 107Q: 3 clusters Score -1.283167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -12831662.000000 Penalty: 5525.039062
	Iteration 108Q: 3 clusters Score -1.283166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -12831653.000000 Penalty: 5525.039062
	Iteration 109Q: 3 clusters Score -1.283165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -12831649.000000 Penalty: 5525.039062
	Iteration 110Q: 3 clusters Score -1.283165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -12831653.000000 Penalty: 5525.039062
	Iteration 111Q: 3 clusters Score -1.283165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -12831654.000000 Penalty: 5525.039062
	Iteration 112Q: 3 clusters Score -1.283165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -12831644.000000 Penalty: 5525.039062
	Iteration 113Q: 3 clusters Score -1.283164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12831648.000000 Penalty: 5525.039062
	Iteration 114Q: 3 clusters Score -1.283165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -12831659.000000 Penalty: 5525.039062
	Iteration 115Q: 3 clusters Score -1.283166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -12831657.000000 Penalty: 5525.039062
	Iteration 116Q: 3 clusters Score -1.283166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -12831649.000000 Penalty: 5525.039062
	Iteration 117Q: 3 clusters Score -1.283165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -12831661.000000 Penalty: 5525.039062
	Iteration 118Q: 3 clusters Score -1.283166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -12831655.000000 Penalty: 5525.039062
	Iteration 119Q: 3 clusters Score -1.283166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -12831655.000000 Penalty: 5525.039062
	Iteration 120F: 3 clusters Score -1.283166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Entering Unmasked Estep 
Score: -7643511.000000 Penalty: 2608.798584
	Iteration 0F: 2 clusters Score -7643511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -7633481.000000 Penalty: 5217.597168
	Iteration 0F: 3 clusters Score -7633481 nChanged 17001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -7642873.000000 Penalty: 5217.597168
	Iteration 1F: 3 clusters Score -7642873 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -7643425.000000 Penalty: 5217.597168
	Iteration 2Q: 3 clusters Score -7643425 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -7644078.000000 Penalty: 5217.597168
	Iteration 3Q: 3 clusters Score -7644078 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -7644720.000000 Penalty: 5217.597168
	Iteration 4Q: 3 clusters Score -7644720 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -7645495.000000 Penalty: 5217.597168
	Iteration 5Q: 3 clusters Score -7645495 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -7646313.000000 Penalty: 5217.597168
	Iteration 6Q: 3 clusters Score -7646313 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -7647282.000000 Penalty: 5217.597168
	Iteration 7F: 3 clusters Score -7647282 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -7648229.000000 Penalty: 5217.597168
	Iteration 8F: 3 clusters Score -7648229 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -7649184.000000 Penalty: 5217.597168
	Iteration 9F: 3 clusters Score -7649184 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -7649942.000000 Penalty: 5217.597168
	Iteration 10Q: 3 clusters Score -7649942 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -7650420.000000 Penalty: 5217.597168
	Iteration 11Q: 3 clusters Score -7650420 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -7650716.000000 Penalty: 5217.597168
	Iteration 12Q: 3 clusters Score -7650716 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -7650846.500000 Penalty: 5217.597168
	Iteration 13Q: 3 clusters Score -7650846 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -7650992.500000 Penalty: 5217.597168
	Iteration 14Q: 3 clusters Score -7650992 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7651106.500000 Penalty: 5217.597168
	Iteration 15Q: 3 clusters Score -7651106 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -7651168.000000 Penalty: 5217.597168
	Iteration 16Q: 3 clusters Score -7651168 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -7651235.500000 Penalty: 5217.597168
	Iteration 17Q: 3 clusters Score -7651236 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -7651286.500000 Penalty: 5217.597168
	Iteration 18Q: 3 clusters Score -7651286 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -7651372.000000 Penalty: 5217.597168
	Iteration 19Q: 3 clusters Score -7651372 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -7651388.000000 Penalty: 5217.597168
	Iteration 20F: 3 clusters Score -7651388 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -7651462.500000 Penalty: 5217.597168
	Iteration 21Q: 3 clusters Score -7651462 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -7651505.000000 Penalty: 5217.597168
	Iteration 22Q: 3 clusters Score -7651505 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -7651563.000000 Penalty: 5217.597168
	Iteration 23Q: 3 clusters Score -7651563 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -7651602.500000 Penalty: 5217.597168
	Iteration 24Q: 3 clusters Score -7651602 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -7651660.000000 Penalty: 5217.597168
	Iteration 25Q: 3 clusters Score -7651660 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -7651683.500000 Penalty: 5217.597168
	Iteration 26Q: 3 clusters Score -7651684 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -7651669.000000 Penalty: 5217.597168
	Iteration 27Q: 3 clusters Score -7651669 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -7651629.500000 Penalty: 5217.597168
	Iteration 28Q: 3 clusters Score -7651630 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -7651604.000000 Penalty: 5217.597168
	Iteration 29Q: 3 clusters Score -7651604 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -7651592.500000 Penalty: 5217.597168
	Iteration 30Q: 3 clusters Score -7651592 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -7651562.500000 Penalty: 5217.597168
	Iteration 31Q: 3 clusters Score -7651562 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -7651544.000000 Penalty: 5217.597168
	Iteration 32Q: 3 clusters Score -7651544 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -7651507.500000 Penalty: 5217.597168
	Iteration 33Q: 3 clusters Score -7651508 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -7651484.000000 Penalty: 5217.597168
	Iteration 34Q: 3 clusters Score -7651484 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -7651462.000000 Penalty: 5217.597168
	Iteration 35Q: 3 clusters Score -7651462 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -7651422.000000 Penalty: 5217.597168
	Iteration 36Q: 3 clusters Score -7651422 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -7651399.500000 Penalty: 5217.597168
	Iteration 37Q: 3 clusters Score -7651400 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -7651368.000000 Penalty: 5217.597168
	Iteration 38Q: 3 clusters Score -7651368 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -7651308.000000 Penalty: 5217.597168
	Iteration 39Q: 3 clusters Score -7651308 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -7651264.000000 Penalty: 5217.597168
	Iteration 40F: 3 clusters Score -7651264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -7651230.500000 Penalty: 5217.597168
	Iteration 41Q: 3 clusters Score -7651230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -7651190.500000 Penalty: 5217.597168
	Iteration 42Q: 3 clusters Score -7651190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -7651161.000000 Penalty: 5217.597168
	Iteration 43Q: 3 clusters Score -7651161 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -7651160.500000 Penalty: 5217.597168
	Iteration 44Q: 3 clusters Score -7651160 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -7651138.500000 Penalty: 5217.597168
	Iteration 45Q: 3 clusters Score -7651138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -7651111.000000 Penalty: 5217.597168
	Iteration 46Q: 3 clusters Score -7651111 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -7651078.500000 Penalty: 5217.597168
	Iteration 47Q: 3 clusters Score -7651078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -7651063.500000 Penalty: 5217.597168
	Iteration 48Q: 3 clusters Score -7651064 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -7651025.000000 Penalty: 5217.597168
	Iteration 49Q: 3 clusters Score -7651025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -7651020.000000 Penalty: 5217.597168
	Iteration 50Q: 3 clusters Score -7651020 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7651019 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7650940 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7650916 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7650924 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7650970 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -7650948.500000 Penalty: 5217.597168
	Iteration 57Q: 3 clusters Score -7650948 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7650936 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -7650941.500000 Penalty: 5217.597168
	Iteration 59Q: 3 clusters Score -7650942 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -7651003.500000 Penalty: 5217.597168
	Iteration 60F: 3 clusters Score -7651004 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7650970 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7650997 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7651012 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -7651055.500000 Penalty: 5217.597168
	Iteration 64Q: 3 clusters Score -7651056 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7651090 nChanged 279
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Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -7651099.500000 Penalty: 5217.597168
	Iteration 66Q: 3 clusters Score -7651100 nChanged 279
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Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -7651140.500000 Penalty: 5217.597168
	Iteration 67Q: 3 clusters Score -7651140 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -7651160.000000 Penalty: 5217.597168
	Iteration 68Q: 3 clusters Score -7651160 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7651142 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -7651162.000000 Penalty: 5217.597168
	Iteration 70Q: 3 clusters Score -7651162 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7651180 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -7651214.000000 Penalty: 5217.597168
	Iteration 72Q: 3 clusters Score -7651214 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -7651235.500000 Penalty: 5217.597168
	Iteration 73Q: 3 clusters Score -7651236 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7651288 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -7651291.500000 Penalty: 5217.597168
	Iteration 75Q: 3 clusters Score -7651292 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -7651308.000000 Penalty: 5217.597168
	Iteration 76Q: 3 clusters Score -7651308 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -7651325.500000 Penalty: 5217.597168
	Iteration 77Q: 3 clusters Score -7651326 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -7651319.500000 Penalty: 5217.597168
	Iteration 78Q: 3 clusters Score -7651320 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -7651338.000000 Penalty: 5217.597168
	Iteration 79Q: 3 clusters Score -7651338 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -7651334.000000 Penalty: 5217.597168
	Iteration 80F: 3 clusters Score -7651334 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7651338 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7651338 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -7651362.000000 Penalty: 5217.597168
	Iteration 83Q: 3 clusters Score -7651362 nChanged 109
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Mstep: Class 1 contains 19024 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7651376 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -7651373.500000 Penalty: 5217.597168
	Iteration 85Q: 3 clusters Score -7651374 nChanged 108
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Mstep: Class 1 contains 18833 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7651362 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18741 members 
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Entering Unmasked Estep 
Score: -7651363.000000 Penalty: 5217.597168
	Iteration 87Q: 3 clusters Score -7651363 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18641 members 
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Entering Unmasked Estep 
Score: -7651349.000000 Penalty: 5217.597168
	Iteration 88Q: 3 clusters Score -7651349 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -7651372.000000 Penalty: 5217.597168
	Iteration 89Q: 3 clusters Score -7651372 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7651383.000000 Penalty: 5217.597168
	Iteration 90Q: 3 clusters Score -7651383 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7651384 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -7651366.000000 Penalty: 5217.597168
	Iteration 92Q: 3 clusters Score -7651366 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -7651369.000000 Penalty: 5217.597168
	Iteration 93Q: 3 clusters Score -7651369 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7651370 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18039 members 
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Entering Unmasked Estep 
Score: -7651382.500000 Penalty: 5217.597168
	Iteration 95Q: 3 clusters Score -7651382 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -7651395.000000 Penalty: 5217.597168
	Iteration 96Q: 3 clusters Score -7651395 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -7651412.000000 Penalty: 5217.597168
	Iteration 97Q: 3 clusters Score -7651412 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -7651403.000000 Penalty: 5217.597168
	Iteration 98Q: 3 clusters Score -7651403 nChanged 84
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Mstep: Class 1 contains 17727 members 
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Entering Unmasked Estep 
Score: -7651423.500000 Penalty: 5217.597168
	Iteration 99Q: 3 clusters Score -7651424 nChanged 92
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Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -7651421.000000 Penalty: 5217.597168
	Iteration 100F: 3 clusters Score -7651421 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -7651426.000000 Penalty: 5217.597168
	Iteration 101Q: 3 clusters Score -7651426 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -7651443.500000 Penalty: 5217.597168
	Iteration 102Q: 3 clusters Score -7651444 nChanged 87
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Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -7651436.000000 Penalty: 5217.597168
	Iteration 103Q: 3 clusters Score -7651436 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -7651428.000000 Penalty: 5217.597168
	Iteration 104Q: 3 clusters Score -7651428 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7651453.000000 Penalty: 5217.597168
	Iteration 105Q: 3 clusters Score -7651453 nChanged 57
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7651452 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7651467 nChanged 70
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Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7651467 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -7651470.000000 Penalty: 5217.597168
	Iteration 109Q: 3 clusters Score -7651470 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -7651477.000000 Penalty: 5217.597168
	Iteration 110Q: 3 clusters Score -7651477 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -7651492.000000 Penalty: 5217.597168
	Iteration 111Q: 3 clusters Score -7651492 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -7651489.000000 Penalty: 5217.597168
	Iteration 112Q: 3 clusters Score -7651489 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7651494.500000 Penalty: 5217.597168
	Iteration 113Q: 3 clusters Score -7651494 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -7651498.000000 Penalty: 5217.597168
	Iteration 114Q: 3 clusters Score -7651498 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -7651517.000000 Penalty: 5217.597168
	Iteration 115Q: 3 clusters Score -7651517 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -7651501.500000 Penalty: 5217.597168
	Iteration 116Q: 3 clusters Score -7651502 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7651499.000000 Penalty: 5217.597168
	Iteration 117Q: 3 clusters Score -7651499 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7651498 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -7651490.500000 Penalty: 5217.597168
	Iteration 119Q: 3 clusters Score -7651490 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -7651504.000000 Penalty: 5217.597168
	Iteration 120F: 3 clusters Score -7651504 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -7651514.500000 Penalty: 5217.597168
	Iteration 121Q: 3 clusters Score -7651514 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7651507.000000 Penalty: 5217.597168
	Iteration 122Q: 3 clusters Score -7651507 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -7651500.000000 Penalty: 5217.597168
	Iteration 123Q: 3 clusters Score -7651500 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7651477.000000 Penalty: 5217.597168
	Iteration 124Q: 3 clusters Score -7651477 nChanged 37
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Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7651479.500000 Penalty: 5217.597168
	Iteration 125Q: 3 clusters Score -7651480 nChanged 39
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Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7651478 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -7651469.500000 Penalty: 5217.597168
	Iteration 127Q: 3 clusters Score -7651470 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -7651484.000000 Penalty: 5217.597168
	Iteration 128Q: 3 clusters Score -7651484 nChanged 27
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Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7651484 nChanged 17
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Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7651484 nChanged 20
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Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7651487.500000 Penalty: 5217.597168
	Iteration 131Q: 3 clusters Score -7651488 nChanged 21
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Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7651488 nChanged 16
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Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -7651486.500000 Penalty: 5217.597168
	Iteration 133Q: 3 clusters Score -7651486 nChanged 14
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Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -7651485.500000 Penalty: 5217.597168
	Iteration 134Q: 3 clusters Score -7651486 nChanged 17
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Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -7651489.000000 Penalty: 5217.597168
	Iteration 135Q: 3 clusters Score -7651489 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7651477 nChanged 13
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Mstep: Class 1 contains 16488 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7651476 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7651486 nChanged 7
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Mstep: Class 1 contains 16486 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7651480 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -7651481.500000 Penalty: 5217.597168
	Iteration 140F: 3 clusters Score -7651482 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16478 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7651480 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7651477 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16478 members 
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Entering Unmasked Estep 
Score: -7651476.500000 Penalty: 5217.597168
	Iteration 143Q: 3 clusters Score -7651476 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -7651476.500000 Penalty: 5217.597168
	Iteration 144F: 3 clusters Score -7651476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 38888 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Entering Unmasked Estep 
Score: -161157520.000000 Penalty: 148836.968750
Splitting cluster 15 changes total score from -161139264.000000 to -161157520.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (38888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Entering Unmasked Estep 
Score: -8164430.500000 Penalty: 2620.973389
	Iteration 0F: 2 clusters Score -8164430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -8163428.500000 Penalty: 5241.946777
	Iteration 0F: 3 clusters Score -8163428 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -8172928.000000 Penalty: 5241.946777
	Iteration 1F: 3 clusters Score -8172928 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -8173399.500000 Penalty: 5241.946777
	Iteration 2F: 3 clusters Score -8173400 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -8173829.000000 Penalty: 5241.946777
	Iteration 3Q: 3 clusters Score -8173829 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -8174176.000000 Penalty: 5241.946777
	Iteration 4Q: 3 clusters Score -8174176 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -8174571.500000 Penalty: 5241.946777
	Iteration 5Q: 3 clusters Score -8174572 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -8174921.000000 Penalty: 5241.946777
	Iteration 6Q: 3 clusters Score -8174921 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -8175373.500000 Penalty: 5241.946777
	Iteration 7Q: 3 clusters Score -8175374 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -8175996.000000 Penalty: 5241.946777
	Iteration 8Q: 3 clusters Score -8175996 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -8176889.500000 Penalty: 5241.946777
	Iteration 9Q: 3 clusters Score -8176890 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -8178022.000000 Penalty: 5241.946777
	Iteration 10F: 3 clusters Score -8178022 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -8179524.000000 Penalty: 5241.946777
	Iteration 11F: 3 clusters Score -8179524 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8180625.500000 Penalty: 5241.946777
	Iteration 12F: 3 clusters Score -8180626 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -8181134.500000 Penalty: 5241.946777
	Iteration 13Q: 3 clusters Score -8181134 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -8181430.000000 Penalty: 5241.946777
	Iteration 14Q: 3 clusters Score -8181430 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -8181567.000000 Penalty: 5241.946777
	Iteration 15Q: 3 clusters Score -8181567 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -8181753.500000 Penalty: 5241.946777
	Iteration 16Q: 3 clusters Score -8181754 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -8181933.500000 Penalty: 5241.946777
	Iteration 17Q: 3 clusters Score -8181934 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -8182104.500000 Penalty: 5241.946777
	Iteration 18Q: 3 clusters Score -8182104 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -8182336.500000 Penalty: 5241.946777
	Iteration 19Q: 3 clusters Score -8182336 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -8182506.000000 Penalty: 5241.946777
	Iteration 20F: 3 clusters Score -8182506 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -8182650.500000 Penalty: 5241.946777
	Iteration 21Q: 3 clusters Score -8182650 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -8182818.500000 Penalty: 5241.946777
	Iteration 22Q: 3 clusters Score -8182818 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -8182971.500000 Penalty: 5241.946777
	Iteration 23Q: 3 clusters Score -8182972 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -8183117.500000 Penalty: 5241.946777
	Iteration 24Q: 3 clusters Score -8183118 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -8183286.000000 Penalty: 5241.946777
	Iteration 25Q: 3 clusters Score -8183286 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -8183448.500000 Penalty: 5241.946777
	Iteration 26Q: 3 clusters Score -8183448 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -8183645.500000 Penalty: 5241.946777
	Iteration 27Q: 3 clusters Score -8183646 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -8183758.500000 Penalty: 5241.946777
	Iteration 28Q: 3 clusters Score -8183758 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -8183930.000000 Penalty: 5241.946777
	Iteration 29Q: 3 clusters Score -8183930 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -8184051.500000 Penalty: 5241.946777
	Iteration 30Q: 3 clusters Score -8184052 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -8184130.500000 Penalty: 5241.946777
	Iteration 31Q: 3 clusters Score -8184130 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -8184222.000000 Penalty: 5241.946777
	Iteration 32Q: 3 clusters Score -8184222 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8184296.500000 Penalty: 5241.946777
	Iteration 33Q: 3 clusters Score -8184296 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -8184386.000000 Penalty: 5241.946777
	Iteration 34Q: 3 clusters Score -8184386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -8184488.000000 Penalty: 5241.946777
	Iteration 35Q: 3 clusters Score -8184488 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -8184506.000000 Penalty: 5241.946777
	Iteration 36Q: 3 clusters Score -8184506 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -8184549.500000 Penalty: 5241.946777
	Iteration 37Q: 3 clusters Score -8184550 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -8184610.000000 Penalty: 5241.946777
	Iteration 38Q: 3 clusters Score -8184610 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -8184669.500000 Penalty: 5241.946777
	Iteration 39Q: 3 clusters Score -8184670 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -8184696.500000 Penalty: 5241.946777
	Iteration 40F: 3 clusters Score -8184696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -8184719.500000 Penalty: 5241.946777
	Iteration 41Q: 3 clusters Score -8184720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -8184759.500000 Penalty: 5241.946777
	Iteration 42Q: 3 clusters Score -8184760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -8184787.500000 Penalty: 5241.946777
	Iteration 43Q: 3 clusters Score -8184788 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -8184837.500000 Penalty: 5241.946777
	Iteration 44Q: 3 clusters Score -8184838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -8184848.000000 Penalty: 5241.946777
	Iteration 45Q: 3 clusters Score -8184848 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -8184881.500000 Penalty: 5241.946777
	Iteration 46Q: 3 clusters Score -8184882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -8184925.500000 Penalty: 5241.946777
	Iteration 47Q: 3 clusters Score -8184926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -8184945.000000 Penalty: 5241.946777
	Iteration 48Q: 3 clusters Score -8184945 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -8184945.500000 Penalty: 5241.946777
	Iteration 49Q: 3 clusters Score -8184946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -8184976.500000 Penalty: 5241.946777
	Iteration 50Q: 3 clusters Score -8184976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -8184971.000000 Penalty: 5241.946777
	Iteration 51Q: 3 clusters Score -8184971 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -8184976.000000 Penalty: 5241.946777
	Iteration 52Q: 3 clusters Score -8184976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -8184988.500000 Penalty: 5241.946777
	Iteration 53Q: 3 clusters Score -8184988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -8185018.500000 Penalty: 5241.946777
	Iteration 54Q: 3 clusters Score -8185018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -8185033.500000 Penalty: 5241.946777
	Iteration 55Q: 3 clusters Score -8185034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -8185022.000000 Penalty: 5241.946777
	Iteration 56Q: 3 clusters Score -8185022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -8185036.000000 Penalty: 5241.946777
	Iteration 57Q: 3 clusters Score -8185036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -8185038.000000 Penalty: 5241.946777
	Iteration 58Q: 3 clusters Score -8185038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -8185040.500000 Penalty: 5241.946777
	Iteration 59Q: 3 clusters Score -8185040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -8185037.500000 Penalty: 5241.946777
	Iteration 60F: 3 clusters Score -8185038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -8185054.500000 Penalty: 5241.946777
	Iteration 61Q: 3 clusters Score -8185054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -8185063.500000 Penalty: 5241.946777
	Iteration 62Q: 3 clusters Score -8185064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8185087.500000 Penalty: 5241.946777
	Iteration 63Q: 3 clusters Score -8185088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -8185075.000000 Penalty: 5241.946777
	Iteration 64Q: 3 clusters Score -8185075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -8185066.000000 Penalty: 5241.946777
	Iteration 65Q: 3 clusters Score -8185066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -8185089.000000 Penalty: 5241.946777
	Iteration 66Q: 3 clusters Score -8185089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -8185089.500000 Penalty: 5241.946777
	Iteration 67Q: 3 clusters Score -8185090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -8185091.500000 Penalty: 5241.946777
	Iteration 68Q: 3 clusters Score -8185092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -8185115.000000 Penalty: 5241.946777
	Iteration 69Q: 3 clusters Score -8185115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -8185119.500000 Penalty: 5241.946777
	Iteration 70Q: 3 clusters Score -8185120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -8185113.000000 Penalty: 5241.946777
	Iteration 71Q: 3 clusters Score -8185113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -8185121.500000 Penalty: 5241.946777
	Iteration 72Q: 3 clusters Score -8185122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -8185118.000000 Penalty: 5241.946777
	Iteration 73Q: 3 clusters Score -8185118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -8185116.000000 Penalty: 5241.946777
	Iteration 74Q: 3 clusters Score -8185116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -8185119.500000 Penalty: 5241.946777
	Iteration 75Q: 3 clusters Score -8185120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -8185107.500000 Penalty: 5241.946777
	Iteration 76Q: 3 clusters Score -8185108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -8185117.000000 Penalty: 5241.946777
	Iteration 77Q: 3 clusters Score -8185117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -8185113.000000 Penalty: 5241.946777
	Iteration 78Q: 3 clusters Score -8185113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -8185107.000000 Penalty: 5241.946777
	Iteration 79Q: 3 clusters Score -8185107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -8185127.000000 Penalty: 5241.946777
	Iteration 80F: 3 clusters Score -8185127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -8185124.000000 Penalty: 5241.946777
	Iteration 81Q: 3 clusters Score -8185124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -8185124.500000 Penalty: 5241.946777
	Iteration 82Q: 3 clusters Score -8185124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -8185125.000000 Penalty: 5241.946777
	Iteration 83Q: 3 clusters Score -8185125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -8185132.500000 Penalty: 5241.946777
	Iteration 84Q: 3 clusters Score -8185132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -8185130.000000 Penalty: 5241.946777
	Iteration 85Q: 3 clusters Score -8185130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -8185132.500000 Penalty: 5241.946777
	Iteration 86Q: 3 clusters Score -8185132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -8185135.000000 Penalty: 5241.946777
	Iteration 87Q: 3 clusters Score -8185135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -8185131.000000 Penalty: 5241.946777
	Iteration 88Q: 3 clusters Score -8185131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -8185127.000000 Penalty: 5241.946777
	Iteration 89Q: 3 clusters Score -8185127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -8185121.500000 Penalty: 5241.946777
	Iteration 90Q: 3 clusters Score -8185122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -8185133.000000 Penalty: 5241.946777
	Iteration 91Q: 3 clusters Score -8185133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -8185133.000000 Penalty: 5241.946777
	Iteration 92F: 3 clusters Score -8185133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 11574 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Entering Unmasked Estep 
Score: -161174608.000000 Penalty: 152219.625000
Splitting cluster 16 changes total score from -161139264.000000 to -161174608.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 17 (11574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Entering Unmasked Estep 
Score: -2116693.500000 Penalty: 2320.416260
	Iteration 0F: 2 clusters Score -2116694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2108069.000000 Penalty: 4640.832520
	Iteration 0F: 3 clusters Score -2108069 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2111388.250000 Penalty: 4640.832520
	Iteration 1F: 3 clusters Score -2111388 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2112843.000000 Penalty: 4640.832520
	Iteration 2F: 3 clusters Score -2112843 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2114769.000000 Penalty: 4640.832520
	Iteration 3F: 3 clusters Score -2114769 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2116620.500000 Penalty: 4640.832520
	Iteration 4F: 3 clusters Score -2116620 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2117987.250000 Penalty: 4640.832520
	Iteration 5F: 3 clusters Score -2117987 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2118742.000000 Penalty: 4640.832520
	Iteration 6F: 3 clusters Score -2118742 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2119071.250000 Penalty: 4640.832520
	Iteration 7Q: 3 clusters Score -2119071 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2119265.500000 Penalty: 4640.832520
	Iteration 8Q: 3 clusters Score -2119266 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2119414.750000 Penalty: 4640.832520
	Iteration 9Q: 3 clusters Score -2119415 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2119517.250000 Penalty: 4640.832520
	Iteration 10Q: 3 clusters Score -2119517 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2119581.500000 Penalty: 4640.832520
	Iteration 11Q: 3 clusters Score -2119582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2119603.750000 Penalty: 4640.832520
	Iteration 12Q: 3 clusters Score -2119604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2119628.250000 Penalty: 4640.832520
	Iteration 13Q: 3 clusters Score -2119628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2119635.750000 Penalty: 4640.832520
	Iteration 14Q: 3 clusters Score -2119636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2119635.750000 Penalty: 4640.832520
	Iteration 15Q: 3 clusters Score -2119636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2119641.750000 Penalty: 4640.832520
	Iteration 16Q: 3 clusters Score -2119642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2119641.750000 Penalty: 4640.832520
	Iteration 17Q: 3 clusters Score -2119642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2119646.250000 Penalty: 4640.832520
	Iteration 18Q: 3 clusters Score -2119646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2119650.500000 Penalty: 4640.832520
	Iteration 19Q: 3 clusters Score -2119650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2119653.250000 Penalty: 4640.832520
	Iteration 20F: 3 clusters Score -2119653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2119649.250000 Penalty: 4640.832520
	Iteration 21Q: 3 clusters Score -2119649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2119646.750000 Penalty: 4640.832520
	Iteration 22Q: 3 clusters Score -2119647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2119651.750000 Penalty: 4640.832520
	Iteration 23Q: 3 clusters Score -2119652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2119654.500000 Penalty: 4640.832520
	Iteration 24Q: 3 clusters Score -2119654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2119659.750000 Penalty: 4640.832520
	Iteration 25Q: 3 clusters Score -2119660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2119660.500000 Penalty: 4640.832520
	Iteration 26Q: 3 clusters Score -2119660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2119660.750000 Penalty: 4640.832520
	Iteration 27Q: 3 clusters Score -2119661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2119659.500000 Penalty: 4640.832520
	Iteration 28Q: 3 clusters Score -2119660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2119657.750000 Penalty: 4640.832520
	Iteration 29Q: 3 clusters Score -2119658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2119659.750000 Penalty: 4640.832520
	Iteration 30Q: 3 clusters Score -2119660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2119661.250000 Penalty: 4640.832520
	Iteration 31Q: 3 clusters Score -2119661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2119661.250000 Penalty: 4640.832520
	Iteration 32F: 3 clusters Score -2119661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 54169 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Entering Unmasked Estep 
Score: -161177504.000000 Penalty: 155602.281250
Splitting cluster 17 changes total score from -161139264.000000 to -161177504.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 18 (39431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Entering Unmasked Estep 
Score: -7611347.500000 Penalty: 2624.412354
	Iteration 0F: 2 clusters Score -7611348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -7588229.000000 Penalty: 5248.824707
	Iteration 0F: 3 clusters Score -7588229 nChanged 18057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -7598421.500000 Penalty: 5248.824707
	Iteration 1F: 3 clusters Score -7598422 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -7599146.000000 Penalty: 5248.824707
	Iteration 2Q: 3 clusters Score -7599146 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -7599976.500000 Penalty: 5248.824707
	Iteration 3Q: 3 clusters Score -7599976 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -7601000.500000 Penalty: 5248.824707
	Iteration 4Q: 3 clusters Score -7601000 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -7602340.000000 Penalty: 5248.824707
	Iteration 5F: 3 clusters Score -7602340 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -7603899.500000 Penalty: 5248.824707
	Iteration 6F: 3 clusters Score -7603900 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -7605469.500000 Penalty: 5248.824707
	Iteration 7F: 3 clusters Score -7605470 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -7606878.500000 Penalty: 5248.824707
	Iteration 8F: 3 clusters Score -7606878 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -7608059.500000 Penalty: 5248.824707
	Iteration 9F: 3 clusters Score -7608060 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -7608963.000000 Penalty: 5248.824707
	Iteration 10Q: 3 clusters Score -7608963 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -7609590.000000 Penalty: 5248.824707
	Iteration 11Q: 3 clusters Score -7609590 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -7609963.000000 Penalty: 5248.824707
	Iteration 12Q: 3 clusters Score -7609963 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -7610200.000000 Penalty: 5248.824707
	Iteration 13Q: 3 clusters Score -7610200 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7610334.500000 Penalty: 5248.824707
	Iteration 14Q: 3 clusters Score -7610334 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -7610487.000000 Penalty: 5248.824707
	Iteration 15Q: 3 clusters Score -7610487 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -7610570.000000 Penalty: 5248.824707
	Iteration 16Q: 3 clusters Score -7610570 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -7610652.000000 Penalty: 5248.824707
	Iteration 17Q: 3 clusters Score -7610652 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -7610682.500000 Penalty: 5248.824707
	Iteration 18Q: 3 clusters Score -7610682 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -7610740.000000 Penalty: 5248.824707
	Iteration 19Q: 3 clusters Score -7610740 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -7610755.500000 Penalty: 5248.824707
	Iteration 20F: 3 clusters Score -7610756 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -7610783.000000 Penalty: 5248.824707
	Iteration 21Q: 3 clusters Score -7610783 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -7610809.000000 Penalty: 5248.824707
	Iteration 22Q: 3 clusters Score -7610809 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -7610848.500000 Penalty: 5248.824707
	Iteration 23Q: 3 clusters Score -7610848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -7610860.000000 Penalty: 5248.824707
	Iteration 24Q: 3 clusters Score -7610860 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -7610879.000000 Penalty: 5248.824707
	Iteration 25Q: 3 clusters Score -7610879 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -7610860.000000 Penalty: 5248.824707
	Iteration 26Q: 3 clusters Score -7610860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -7610870.500000 Penalty: 5248.824707
	Iteration 27Q: 3 clusters Score -7610870 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -7610890.000000 Penalty: 5248.824707
	Iteration 28Q: 3 clusters Score -7610890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -7610898.500000 Penalty: 5248.824707
	Iteration 29Q: 3 clusters Score -7610898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -7610910.000000 Penalty: 5248.824707
	Iteration 30Q: 3 clusters Score -7610910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -7610913.000000 Penalty: 5248.824707
	Iteration 31Q: 3 clusters Score -7610913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -7610914.000000 Penalty: 5248.824707
	Iteration 32Q: 3 clusters Score -7610914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -7610924.500000 Penalty: 5248.824707
	Iteration 33Q: 3 clusters Score -7610924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -7610928.500000 Penalty: 5248.824707
	Iteration 34Q: 3 clusters Score -7610928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -7610941.000000 Penalty: 5248.824707
	Iteration 35Q: 3 clusters Score -7610941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7610927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7610942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7610944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -7610955.000000 Penalty: 5248.824707
	Iteration 39Q: 3 clusters Score -7610955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -7610957.000000 Penalty: 5248.824707
	Iteration 40F: 3 clusters Score -7610957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -7610963.500000 Penalty: 5248.824707
	Iteration 41Q: 3 clusters Score -7610964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7610953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7610956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -7610949.000000 Penalty: 5248.824707
	Iteration 44Q: 3 clusters Score -7610949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7610944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7610956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7610956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7610956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -7610942.000000 Penalty: 5248.824707
	Iteration 49Q: 3 clusters Score -7610942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -7610946.500000 Penalty: 5248.824707
	Iteration 50Q: 3 clusters Score -7610946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7610942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7610943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -7610941.500000 Penalty: 5248.824707
	Iteration 53Q: 3 clusters Score -7610942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7610950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7610957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7610959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7610962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7610962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -7610960.000000 Penalty: 5248.824707
	Iteration 59Q: 3 clusters Score -7610960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7610958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7610960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7610957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -7610969.000000 Penalty: 5248.824707
	Iteration 63Q: 3 clusters Score -7610969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7610958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7610965 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7610947 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7610950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7610946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7610946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -7610939.000000 Penalty: 5248.824707
	Iteration 70Q: 3 clusters Score -7610939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7610939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7610918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -7610928.000000 Penalty: 5248.824707
	Iteration 73Q: 3 clusters Score -7610928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7610925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7610931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7610934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7610930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7610926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7610928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -7610938.500000 Penalty: 5248.824707
	Iteration 80F: 3 clusters Score -7610938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7610926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7610935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7610936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7610935 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23574 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7610938 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7610928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7610936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7610943 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7610947 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7610954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7610950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7610947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7610951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7610950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7610950 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7610945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7610946 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23682 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7610948 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7610948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7610948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7610946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7610950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7610956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7610954 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23718 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7610954 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7610961 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7610965 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7610965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7610958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7610961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7610954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7610950 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7610952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7610950 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23777 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7610950 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7610953 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23779 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7610953 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7610957 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7610954 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -7610964.500000 Penalty: 5248.824707
	Iteration 120F: 3 clusters Score -7610964 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7610958 nChanged 13
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Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7610964 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23819 members 
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Entering Unmasked Estep 
Score: -7610966.500000 Penalty: 5248.824707
	Iteration 123Q: 3 clusters Score -7610966 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23826 members 
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Entering Unmasked Estep 
Score: -7610975.500000 Penalty: 5248.824707
	Iteration 124Q: 3 clusters Score -7610976 nChanged 7
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Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -7610973.000000 Penalty: 5248.824707
	Iteration 125Q: 3 clusters Score -7610973 nChanged 8
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Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7610973 nChanged 8
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Entering Unmasked Estep 
Score: -7610978.000000 Penalty: 5248.824707
	Iteration 127Q: 3 clusters Score -7610978 nChanged 10
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7610967 nChanged 5
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Entering Unmasked Estep 
Score: -7610961.500000 Penalty: 5248.824707
	Iteration 129Q: 3 clusters Score -7610962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -7610965.000000 Penalty: 5248.824707
	Iteration 130Q: 3 clusters Score -7610965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -7610971.000000 Penalty: 5248.824707
	Iteration 131Q: 3 clusters Score -7610971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -7610967.000000 Penalty: 5248.824707
	Iteration 132Q: 3 clusters Score -7610967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -7610966.500000 Penalty: 5248.824707
	Iteration 133Q: 3 clusters Score -7610966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -7610963.500000 Penalty: 5248.824707
	Iteration 134Q: 3 clusters Score -7610964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -7610961.500000 Penalty: 5248.824707
	Iteration 135Q: 3 clusters Score -7610962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -7610957.500000 Penalty: 5248.824707
	Iteration 136Q: 3 clusters Score -7610958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -7610954.500000 Penalty: 5248.824707
	Iteration 137Q: 3 clusters Score -7610954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -7610957.000000 Penalty: 5248.824707
	Iteration 138Q: 3 clusters Score -7610957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -7610948.500000 Penalty: 5248.824707
	Iteration 139Q: 3 clusters Score -7610948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -7610944.000000 Penalty: 5248.824707
	Iteration 140F: 3 clusters Score -7610944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Entering Unmasked Estep 
Score: -10526558.000000 Penalty: 2703.166260
	Iteration 0F: 2 clusters Score -1.052656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -10505997.000000 Penalty: 5406.332520
	Iteration 0F: 3 clusters Score -1.0506e+07 nChanged 25344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -10520097.000000 Penalty: 5406.332520
	Iteration 1F: 3 clusters Score -1.05201e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -10520772.000000 Penalty: 5406.332520
	Iteration 2Q: 3 clusters Score -1.052077e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -10521431.000000 Penalty: 5406.332520
	Iteration 3F: 3 clusters Score -1.052143e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -10522457.000000 Penalty: 5406.332520
	Iteration 4F: 3 clusters Score -1.052246e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -10524199.000000 Penalty: 5406.332520
	Iteration 5F: 3 clusters Score -1.05242e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -10526629.000000 Penalty: 5406.332520
	Iteration 6F: 3 clusters Score -1.052663e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -10529220.000000 Penalty: 5406.332520
	Iteration 7F: 3 clusters Score -1.052922e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -10530845.000000 Penalty: 5406.332520
	Iteration 8F: 3 clusters Score -1.053084e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -10531738.000000 Penalty: 5406.332520
	Iteration 9Q: 3 clusters Score -1.053174e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -10532266.000000 Penalty: 5406.332520
	Iteration 10Q: 3 clusters Score -1.053227e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -10532764.000000 Penalty: 5406.332520
	Iteration 11Q: 3 clusters Score -1.053276e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -10533135.000000 Penalty: 5406.332520
	Iteration 12Q: 3 clusters Score -1.053314e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -10533697.000000 Penalty: 5406.332520
	Iteration 13Q: 3 clusters Score -1.05337e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -10534573.000000 Penalty: 5406.332520
	Iteration 14Q: 3 clusters Score -1.053457e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -10534964.000000 Penalty: 5406.332520
	Iteration 15Q: 3 clusters Score -1.053496e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -10535002.000000 Penalty: 5406.332520
	Iteration 16Q: 3 clusters Score -1.0535e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -10535065.000000 Penalty: 5406.332520
	Iteration 17Q: 3 clusters Score -1.053506e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -10534925.000000 Penalty: 5406.332520
	Iteration 18Q: 3 clusters Score -1.053492e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -10534869.000000 Penalty: 5406.332520
	Iteration 19Q: 3 clusters Score -1.053487e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -10535143.000000 Penalty: 5406.332520
	Iteration 20F: 3 clusters Score -1.053514e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -10535093.000000 Penalty: 5406.332520
	Iteration 21Q: 3 clusters Score -1.053509e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -10534975.000000 Penalty: 5406.332520
	Iteration 22Q: 3 clusters Score -1.053498e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -10534818.000000 Penalty: 5406.332520
	Iteration 23Q: 3 clusters Score -1.053482e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -10534734.000000 Penalty: 5406.332520
	Iteration 24Q: 3 clusters Score -1.053473e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -10534552.000000 Penalty: 5406.332520
	Iteration 25Q: 3 clusters Score -1.053455e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -10534392.000000 Penalty: 5406.332520
	Iteration 26Q: 3 clusters Score -1.053439e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -10534266.000000 Penalty: 5406.332520
	Iteration 27Q: 3 clusters Score -1.053427e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -10534184.000000 Penalty: 5406.332520
	Iteration 28Q: 3 clusters Score -1.053418e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -10534061.000000 Penalty: 5406.332520
	Iteration 29Q: 3 clusters Score -1.053406e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -10533984.000000 Penalty: 5406.332520
	Iteration 30Q: 3 clusters Score -1.053398e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -10533884.000000 Penalty: 5406.332520
	Iteration 31Q: 3 clusters Score -1.053388e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -10533845.000000 Penalty: 5406.332520
	Iteration 32Q: 3 clusters Score -1.053384e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -10533832.000000 Penalty: 5406.332520
	Iteration 33Q: 3 clusters Score -1.053383e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -10533852.000000 Penalty: 5406.332520
	Iteration 34Q: 3 clusters Score -1.053385e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -10533804.000000 Penalty: 5406.332520
	Iteration 35Q: 3 clusters Score -1.05338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -10533746.000000 Penalty: 5406.332520
	Iteration 36Q: 3 clusters Score -1.053375e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -10533725.000000 Penalty: 5406.332520
	Iteration 37Q: 3 clusters Score -1.053372e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -10533697.000000 Penalty: 5406.332520
	Iteration 38Q: 3 clusters Score -1.05337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -10533689.000000 Penalty: 5406.332520
	Iteration 39Q: 3 clusters Score -1.053369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -10533688.000000 Penalty: 5406.332520
	Iteration 40F: 3 clusters Score -1.053369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -10533680.000000 Penalty: 5406.332520
	Iteration 41Q: 3 clusters Score -1.053368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -10533671.000000 Penalty: 5406.332520
	Iteration 42Q: 3 clusters Score -1.053367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -10533662.000000 Penalty: 5406.332520
	Iteration 43Q: 3 clusters Score -1.053366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -10533649.000000 Penalty: 5406.332520
	Iteration 44Q: 3 clusters Score -1.053365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -10533648.000000 Penalty: 5406.332520
	Iteration 45Q: 3 clusters Score -1.053365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -10533654.000000 Penalty: 5406.332520
	Iteration 46Q: 3 clusters Score -1.053365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -10533637.000000 Penalty: 5406.332520
	Iteration 47Q: 3 clusters Score -1.053364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -10533624.000000 Penalty: 5406.332520
	Iteration 48Q: 3 clusters Score -1.053362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -10533625.000000 Penalty: 5406.332520
	Iteration 49Q: 3 clusters Score -1.053362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -10533629.000000 Penalty: 5406.332520
	Iteration 50Q: 3 clusters Score -1.053363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -10533627.000000 Penalty: 5406.332520
	Iteration 51Q: 3 clusters Score -1.053363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -10533603.000000 Penalty: 5406.332520
	Iteration 52Q: 3 clusters Score -1.05336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -10533601.000000 Penalty: 5406.332520
	Iteration 53Q: 3 clusters Score -1.05336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -10533596.000000 Penalty: 5406.332520
	Iteration 54Q: 3 clusters Score -1.05336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -10533605.000000 Penalty: 5406.332520
	Iteration 55Q: 3 clusters Score -1.05336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -10533590.000000 Penalty: 5406.332520
	Iteration 56Q: 3 clusters Score -1.053359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -10533585.000000 Penalty: 5406.332520
	Iteration 57Q: 3 clusters Score -1.053358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -10533585.000000 Penalty: 5406.332520
	Iteration 58Q: 3 clusters Score -1.053358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -10533594.000000 Penalty: 5406.332520
	Iteration 59Q: 3 clusters Score -1.053359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -10533587.000000 Penalty: 5406.332520
	Iteration 60F: 3 clusters Score -1.053359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -10533587.000000 Penalty: 5406.332520
	Iteration 61Q: 3 clusters Score -1.053359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -10533588.000000 Penalty: 5406.332520
	Iteration 62Q: 3 clusters Score -1.053359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -10533579.000000 Penalty: 5406.332520
	Iteration 63Q: 3 clusters Score -1.053358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -10533579.000000 Penalty: 5406.332520
	Iteration 64F: 3 clusters Score -1.053358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Entering Unmasked Estep 
Score: -161183376.000000 Penalty: 158984.937500
Splitting cluster 19 changes total score from -161139264.000000 to -161183376.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 20 (41488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Entering Unmasked Estep 
Score: -8024317.500000 Penalty: 2637.023682
	Iteration 0F: 2 clusters Score -8024318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -8003765.000000 Penalty: 5274.047363
	Iteration 0F: 3 clusters Score -8003765 nChanged 19106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -8014016.000000 Penalty: 5274.047363
	Iteration 1F: 3 clusters Score -8014016 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -8014487.000000 Penalty: 5274.047363
	Iteration 2Q: 3 clusters Score -8014487 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -8014955.500000 Penalty: 5274.047363
	Iteration 3Q: 3 clusters Score -8014956 nChanged 1725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8015487 nChanged 1823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8016116 nChanged 2121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -8016818.500000 Penalty: 5274.047363
	Iteration 6F: 3 clusters Score -8016818 nChanged 2450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8017991 nChanged 2557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8019277 nChanged 2533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8020362 nChanged 2329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8021268 nChanged 1848
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8021899.500000 Penalty: 5274.047363
	Iteration 11Q: 3 clusters Score -8021900 nChanged 1318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8022176.500000 Penalty: 5274.047363
	Iteration 12Q: 3 clusters Score -8022176 nChanged 917
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8022314.000000 Penalty: 5274.047363
	Iteration 13Q: 3 clusters Score -8022314 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8022356.500000 Penalty: 5274.047363
	Iteration 14Q: 3 clusters Score -8022356 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8022370.000000 Penalty: 5274.047363
	Iteration 15Q: 3 clusters Score -8022370 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -8022385.500000 Penalty: 5274.047363
	Iteration 16Q: 3 clusters Score -8022386 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8022409.500000 Penalty: 5274.047363
	Iteration 17Q: 3 clusters Score -8022410 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8022431.000000 Penalty: 5274.047363
	Iteration 18Q: 3 clusters Score -8022431 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8022456.000000 Penalty: 5274.047363
	Iteration 19Q: 3 clusters Score -8022456 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8022461.500000 Penalty: 5274.047363
	Iteration 20F: 3 clusters Score -8022462 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8022557.500000 Penalty: 5274.047363
	Iteration 21Q: 3 clusters Score -8022558 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8022583.500000 Penalty: 5274.047363
	Iteration 22Q: 3 clusters Score -8022584 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8022571.000000 Penalty: 5274.047363
	Iteration 23Q: 3 clusters Score -8022571 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8022572.000000 Penalty: 5274.047363
	Iteration 24Q: 3 clusters Score -8022572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8022599.000000 Penalty: 5274.047363
	Iteration 25Q: 3 clusters Score -8022599 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8022643.500000 Penalty: 5274.047363
	Iteration 26Q: 3 clusters Score -8022644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8022656.000000 Penalty: 5274.047363
	Iteration 27Q: 3 clusters Score -8022656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8022692.000000 Penalty: 5274.047363
	Iteration 28Q: 3 clusters Score -8022692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8022697.000000 Penalty: 5274.047363
	Iteration 29Q: 3 clusters Score -8022697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8022707.500000 Penalty: 5274.047363
	Iteration 30Q: 3 clusters Score -8022708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8022756.500000 Penalty: 5274.047363
	Iteration 31Q: 3 clusters Score -8022756 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8022766.500000 Penalty: 5274.047363
	Iteration 32Q: 3 clusters Score -8022766 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8022768 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8022778 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8022821.500000 Penalty: 5274.047363
	Iteration 35Q: 3 clusters Score -8022822 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8022832 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8022885.000000 Penalty: 5274.047363
	Iteration 37Q: 3 clusters Score -8022885 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8022921.000000 Penalty: 5274.047363
	Iteration 38Q: 3 clusters Score -8022921 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8022951.000000 Penalty: 5274.047363
	Iteration 39Q: 3 clusters Score -8022951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8022974.500000 Penalty: 5274.047363
	Iteration 40F: 3 clusters Score -8022974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8023026.000000 Penalty: 5274.047363
	Iteration 41Q: 3 clusters Score -8023026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8023022.500000 Penalty: 5274.047363
	Iteration 42Q: 3 clusters Score -8023022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8023068.500000 Penalty: 5274.047363
	Iteration 43Q: 3 clusters Score -8023068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8023083.000000 Penalty: 5274.047363
	Iteration 44Q: 3 clusters Score -8023083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8023116.500000 Penalty: 5274.047363
	Iteration 45Q: 3 clusters Score -8023116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8023152.000000 Penalty: 5274.047363
	Iteration 46Q: 3 clusters Score -8023152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8023180.500000 Penalty: 5274.047363
	Iteration 47Q: 3 clusters Score -8023180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8023205.000000 Penalty: 5274.047363
	Iteration 48Q: 3 clusters Score -8023205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8023227.500000 Penalty: 5274.047363
	Iteration 49Q: 3 clusters Score -8023228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8023239.500000 Penalty: 5274.047363
	Iteration 50Q: 3 clusters Score -8023240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8023255.500000 Penalty: 5274.047363
	Iteration 51Q: 3 clusters Score -8023256 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8023269.500000 Penalty: 5274.047363
	Iteration 52Q: 3 clusters Score -8023270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8023281.500000 Penalty: 5274.047363
	Iteration 53Q: 3 clusters Score -8023282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8023291.000000 Penalty: 5274.047363
	Iteration 54Q: 3 clusters Score -8023291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8023294.500000 Penalty: 5274.047363
	Iteration 55Q: 3 clusters Score -8023294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8023309.500000 Penalty: 5274.047363
	Iteration 56Q: 3 clusters Score -8023310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8023339.000000 Penalty: 5274.047363
	Iteration 57Q: 3 clusters Score -8023339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8023323.500000 Penalty: 5274.047363
	Iteration 58Q: 3 clusters Score -8023324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8023338.000000 Penalty: 5274.047363
	Iteration 59Q: 3 clusters Score -8023338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8023350.000000 Penalty: 5274.047363
	Iteration 60F: 3 clusters Score -8023350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8023351.500000 Penalty: 5274.047363
	Iteration 61Q: 3 clusters Score -8023352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8023346.500000 Penalty: 5274.047363
	Iteration 62Q: 3 clusters Score -8023346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8023367.000000 Penalty: 5274.047363
	Iteration 63Q: 3 clusters Score -8023367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8023371.000000 Penalty: 5274.047363
	Iteration 64Q: 3 clusters Score -8023371 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8023379.000000 Penalty: 5274.047363
	Iteration 65Q: 3 clusters Score -8023379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8023386.500000 Penalty: 5274.047363
	Iteration 66Q: 3 clusters Score -8023386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8023385.000000 Penalty: 5274.047363
	Iteration 67Q: 3 clusters Score -8023385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8023391.500000 Penalty: 5274.047363
	Iteration 68Q: 3 clusters Score -8023392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8023386.000000 Penalty: 5274.047363
	Iteration 69Q: 3 clusters Score -8023386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8023385.000000 Penalty: 5274.047363
	Iteration 70Q: 3 clusters Score -8023385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8023399.000000 Penalty: 5274.047363
	Iteration 71Q: 3 clusters Score -8023399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8023399.500000 Penalty: 5274.047363
	Iteration 72Q: 3 clusters Score -8023400 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8023407.000000 Penalty: 5274.047363
	Iteration 73Q: 3 clusters Score -8023407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8023403.000000 Penalty: 5274.047363
	Iteration 74Q: 3 clusters Score -8023403 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8023413.500000 Penalty: 5274.047363
	Iteration 75Q: 3 clusters Score -8023414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8023424.500000 Penalty: 5274.047363
	Iteration 76Q: 3 clusters Score -8023424 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8023428.000000 Penalty: 5274.047363
	Iteration 77Q: 3 clusters Score -8023428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8023444.500000 Penalty: 5274.047363
	Iteration 78Q: 3 clusters Score -8023444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8023456.500000 Penalty: 5274.047363
	Iteration 79Q: 3 clusters Score -8023456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8023466.500000 Penalty: 5274.047363
	Iteration 80F: 3 clusters Score -8023466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8023465.000000 Penalty: 5274.047363
	Iteration 81Q: 3 clusters Score -8023465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8023450.500000 Penalty: 5274.047363
	Iteration 82Q: 3 clusters Score -8023450 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8023457.500000 Penalty: 5274.047363
	Iteration 83Q: 3 clusters Score -8023458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8023463.500000 Penalty: 5274.047363
	Iteration 84Q: 3 clusters Score -8023464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8023471.500000 Penalty: 5274.047363
	Iteration 85Q: 3 clusters Score -8023472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8023465.000000 Penalty: 5274.047363
	Iteration 86Q: 3 clusters Score -8023465 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8023468.500000 Penalty: 5274.047363
	Iteration 87Q: 3 clusters Score -8023468 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8023466 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8023466.500000 Penalty: 5274.047363
	Iteration 89F: 3 clusters Score -8023466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -379241.687500 Penalty: 1927.433716
	Iteration 0F: 2 clusters Score -379241.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -376708.156250 Penalty: 3854.867432
	Iteration 0F: 3 clusters Score -376708.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -379156.031250 Penalty: 3854.867432
	Iteration 1F: 3 clusters Score -379156 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -380338.656250 Penalty: 3854.867432
	Iteration 2F: 3 clusters Score -380338.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -380934.968750 Penalty: 3854.867432
	Iteration 3F: 3 clusters Score -380935 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -381488.625000 Penalty: 3854.867432
	Iteration 4F: 3 clusters Score -381488.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -381915.250000 Penalty: 3854.867432
	Iteration 5Q: 3 clusters Score -381915.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -382236.125000 Penalty: 3854.867432
	Iteration 6Q: 3 clusters Score -382236.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -382426.781250 Penalty: 3854.867432
	Iteration 7Q: 3 clusters Score -382426.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -382601.187500 Penalty: 3854.867432
	Iteration 8Q: 3 clusters Score -382601.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -382804.000000 Penalty: 3854.867432
	Iteration 9Q: 3 clusters Score -382804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -383014.375000 Penalty: 3854.867432
	Iteration 10Q: 3 clusters Score -383014.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -383128.468750 Penalty: 3854.867432
	Iteration 11Q: 3 clusters Score -383128.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -383166.468750 Penalty: 3854.867432
	Iteration 12Q: 3 clusters Score -383166.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -383175.218750 Penalty: 3854.867432
	Iteration 13Q: 3 clusters Score -383175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -383180.406250 Penalty: 3854.867432
	Iteration 14Q: 3 clusters Score -383180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -383181.625000 Penalty: 3854.867432
	Iteration 15Q: 3 clusters Score -383181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -383183.000000 Penalty: 3854.867432
	Iteration 16Q: 3 clusters Score -383183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -383183.968750 Penalty: 3854.867432
	Iteration 17Q: 3 clusters Score -383184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -383183.968750 Penalty: 3854.867432
	Iteration 18F: 3 clusters Score -383184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 32933 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Entering Unmasked Estep 
Score: -161185024.000000 Penalty: 162367.593750
Splitting cluster 21 changes total score from -161139264.000000 to -161185024.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (32933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Entering Unmasked Estep 
Score: -6589815.500000 Penalty: 2579.753174
	Iteration 0F: 2 clusters Score -6589816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -6574015.500000 Penalty: 5159.506348
	Iteration 0F: 3 clusters Score -6574016 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -6582232.500000 Penalty: 5159.506348
	Iteration 1F: 3 clusters Score -6582232 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -6582711.500000 Penalty: 5159.506348
	Iteration 2Q: 3 clusters Score -6582712 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -6583182.000000 Penalty: 5159.506348
	Iteration 3Q: 3 clusters Score -6583182 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -6583625.500000 Penalty: 5159.506348
	Iteration 4Q: 3 clusters Score -6583626 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -6584039.000000 Penalty: 5159.506348
	Iteration 5Q: 3 clusters Score -6584039 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -6584413.000000 Penalty: 5159.506348
	Iteration 6Q: 3 clusters Score -6584413 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -6584743.500000 Penalty: 5159.506348
	Iteration 7Q: 3 clusters Score -6584744 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -6585032.000000 Penalty: 5159.506348
	Iteration 8Q: 3 clusters Score -6585032 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -6585319.000000 Penalty: 5159.506348
	Iteration 9Q: 3 clusters Score -6585319 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -6585528.500000 Penalty: 5159.506348
	Iteration 10Q: 3 clusters Score -6585528 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -6585771.000000 Penalty: 5159.506348
	Iteration 11Q: 3 clusters Score -6585771 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -6585963.000000 Penalty: 5159.506348
	Iteration 12Q: 3 clusters Score -6585963 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -6586288.000000 Penalty: 5159.506348
	Iteration 13Q: 3 clusters Score -6586288 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -6586611.000000 Penalty: 5159.506348
	Iteration 14Q: 3 clusters Score -6586611 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -6587027.000000 Penalty: 5159.506348
	Iteration 15Q: 3 clusters Score -6587027 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -6587521.000000 Penalty: 5159.506348
	Iteration 16Q: 3 clusters Score -6587521 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -6587981.500000 Penalty: 5159.506348
	Iteration 17Q: 3 clusters Score -6587982 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -6588369.000000 Penalty: 5159.506348
	Iteration 18Q: 3 clusters Score -6588369 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -6588571.500000 Penalty: 5159.506348
	Iteration 19Q: 3 clusters Score -6588572 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -6588730.500000 Penalty: 5159.506348
	Iteration 20F: 3 clusters Score -6588730 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -6588774.000000 Penalty: 5159.506348
	Iteration 21Q: 3 clusters Score -6588774 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -6588774.500000 Penalty: 5159.506348
	Iteration 22Q: 3 clusters Score -6588774 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -6588760.000000 Penalty: 5159.506348
	Iteration 23Q: 3 clusters Score -6588760 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -6588760.000000 Penalty: 5159.506348
	Iteration 24Q: 3 clusters Score -6588760 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -6588810.000000 Penalty: 5159.506348
	Iteration 25Q: 3 clusters Score -6588810 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -6588929.500000 Penalty: 5159.506348
	Iteration 26Q: 3 clusters Score -6588930 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -6588991.500000 Penalty: 5159.506348
	Iteration 27Q: 3 clusters Score -6588992 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -6589040.500000 Penalty: 5159.506348
	Iteration 28Q: 3 clusters Score -6589040 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -6589181.500000 Penalty: 5159.506348
	Iteration 29Q: 3 clusters Score -6589182 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -6589376.000000 Penalty: 5159.506348
	Iteration 30Q: 3 clusters Score -6589376 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -6589480.500000 Penalty: 5159.506348
	Iteration 31Q: 3 clusters Score -6589480 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -6589594.000000 Penalty: 5159.506348
	Iteration 32Q: 3 clusters Score -6589594 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -6589693.500000 Penalty: 5159.506348
	Iteration 33Q: 3 clusters Score -6589694 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -6589786.500000 Penalty: 5159.506348
	Iteration 34Q: 3 clusters Score -6589786 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -6589855.000000 Penalty: 5159.506348
	Iteration 35Q: 3 clusters Score -6589855 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -6589926.000000 Penalty: 5159.506348
	Iteration 36Q: 3 clusters Score -6589926 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -6589994.500000 Penalty: 5159.506348
	Iteration 37Q: 3 clusters Score -6589994 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -6590010.500000 Penalty: 5159.506348
	Iteration 38Q: 3 clusters Score -6590010 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -6590067.500000 Penalty: 5159.506348
	Iteration 39Q: 3 clusters Score -6590068 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -6590111.500000 Penalty: 5159.506348
	Iteration 40F: 3 clusters Score -6590112 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6590152.000000 Penalty: 5159.506348
	Iteration 41Q: 3 clusters Score -6590152 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -6590188.500000 Penalty: 5159.506348
	Iteration 42Q: 3 clusters Score -6590188 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -6590243.000000 Penalty: 5159.506348
	Iteration 43Q: 3 clusters Score -6590243 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -6590294.500000 Penalty: 5159.506348
	Iteration 44Q: 3 clusters Score -6590294 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -6590311.000000 Penalty: 5159.506348
	Iteration 45Q: 3 clusters Score -6590311 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -6590360.000000 Penalty: 5159.506348
	Iteration 46Q: 3 clusters Score -6590360 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -6590364.500000 Penalty: 5159.506348
	Iteration 47Q: 3 clusters Score -6590364 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -6590348.000000 Penalty: 5159.506348
	Iteration 48Q: 3 clusters Score -6590348 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -6590336.000000 Penalty: 5159.506348
	Iteration 49Q: 3 clusters Score -6590336 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -6590364.500000 Penalty: 5159.506348
	Iteration 50Q: 3 clusters Score -6590364 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -6590353.000000 Penalty: 5159.506348
	Iteration 51Q: 3 clusters Score -6590353 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -6590341.500000 Penalty: 5159.506348
	Iteration 52Q: 3 clusters Score -6590342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -6590358.000000 Penalty: 5159.506348
	Iteration 53Q: 3 clusters Score -6590358 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -6590344.500000 Penalty: 5159.506348
	Iteration 54Q: 3 clusters Score -6590344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -6590357.500000 Penalty: 5159.506348
	Iteration 55Q: 3 clusters Score -6590358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -6590334.500000 Penalty: 5159.506348
	Iteration 56Q: 3 clusters Score -6590334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -6590338.500000 Penalty: 5159.506348
	Iteration 57Q: 3 clusters Score -6590338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -6590324.500000 Penalty: 5159.506348
	Iteration 58Q: 3 clusters Score -6590324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -6590323.500000 Penalty: 5159.506348
	Iteration 59Q: 3 clusters Score -6590324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -6590327.000000 Penalty: 5159.506348
	Iteration 60F: 3 clusters Score -6590327 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -6590314.500000 Penalty: 5159.506348
	Iteration 61Q: 3 clusters Score -6590314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -6590326.000000 Penalty: 5159.506348
	Iteration 62Q: 3 clusters Score -6590326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -6590318.000000 Penalty: 5159.506348
	Iteration 63Q: 3 clusters Score -6590318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -6590316.500000 Penalty: 5159.506348
	Iteration 64Q: 3 clusters Score -6590316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -6590325.500000 Penalty: 5159.506348
	Iteration 65Q: 3 clusters Score -6590326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -6590339.000000 Penalty: 5159.506348
	Iteration 66Q: 3 clusters Score -6590339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -6590319.500000 Penalty: 5159.506348
	Iteration 67Q: 3 clusters Score -6590320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -6590321.000000 Penalty: 5159.506348
	Iteration 68Q: 3 clusters Score -6590321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -6590311.000000 Penalty: 5159.506348
	Iteration 69Q: 3 clusters Score -6590311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -6590305.500000 Penalty: 5159.506348
	Iteration 70Q: 3 clusters Score -6590306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -6590304.500000 Penalty: 5159.506348
	Iteration 71Q: 3 clusters Score -6590304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -6590304.000000 Penalty: 5159.506348
	Iteration 72Q: 3 clusters Score -6590304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -6590300.500000 Penalty: 5159.506348
	Iteration 73Q: 3 clusters Score -6590300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -6590310.000000 Penalty: 5159.506348
	Iteration 74Q: 3 clusters Score -6590310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -6590304.000000 Penalty: 5159.506348
	Iteration 75Q: 3 clusters Score -6590304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -6590308.000000 Penalty: 5159.506348
	Iteration 76Q: 3 clusters Score -6590308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -6590302.500000 Penalty: 5159.506348
	Iteration 77Q: 3 clusters Score -6590302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -6590295.500000 Penalty: 5159.506348
	Iteration 78Q: 3 clusters Score -6590296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -6590298.500000 Penalty: 5159.506348
	Iteration 79Q: 3 clusters Score -6590298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -6590307.000000 Penalty: 5159.506348
	Iteration 80F: 3 clusters Score -6590307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -6590301.000000 Penalty: 5159.506348
	Iteration 81Q: 3 clusters Score -6590301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -6590308.500000 Penalty: 5159.506348
	Iteration 82Q: 3 clusters Score -6590308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -6590296.500000 Penalty: 5159.506348
	Iteration 83Q: 3 clusters Score -6590296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -6590296.000000 Penalty: 5159.506348
	Iteration 84Q: 3 clusters Score -6590296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -6590294.000000 Penalty: 5159.506348
	Iteration 85Q: 3 clusters Score -6590294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -6590295.000000 Penalty: 5159.506348
	Iteration 86Q: 3 clusters Score -6590295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6590298.000000 Penalty: 5159.506348
	Iteration 87Q: 3 clusters Score -6590298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -6590296.500000 Penalty: 5159.506348
	Iteration 88Q: 3 clusters Score -6590296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -6590303.000000 Penalty: 5159.506348
	Iteration 89Q: 3 clusters Score -6590303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -6590296.500000 Penalty: 5159.506348
	Iteration 90Q: 3 clusters Score -6590296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -6590302.500000 Penalty: 5159.506348
	Iteration 91Q: 3 clusters Score -6590302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -6590296.500000 Penalty: 5159.506348
	Iteration 92Q: 3 clusters Score -6590296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -6590293.000000 Penalty: 5159.506348
	Iteration 93Q: 3 clusters Score -6590293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -6590281.500000 Penalty: 5159.506348
	Iteration 94Q: 3 clusters Score -6590282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -6590282.000000 Penalty: 5159.506348
	Iteration 95Q: 3 clusters Score -6590282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -6590276.000000 Penalty: 5159.506348
	Iteration 96Q: 3 clusters Score -6590276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -6590288.500000 Penalty: 5159.506348
	Iteration 97Q: 3 clusters Score -6590288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -6590284.500000 Penalty: 5159.506348
	Iteration 98Q: 3 clusters Score -6590284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -6590278.000000 Penalty: 5159.506348
	Iteration 99Q: 3 clusters Score -6590278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -6590284.000000 Penalty: 5159.506348
	Iteration 100F: 3 clusters Score -6590284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6590288.500000 Penalty: 5159.506348
	Iteration 101Q: 3 clusters Score -6590288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -6590286.500000 Penalty: 5159.506348
	Iteration 102Q: 3 clusters Score -6590286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -6590292.000000 Penalty: 5159.506348
	Iteration 103Q: 3 clusters Score -6590292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -6590302.000000 Penalty: 5159.506348
	Iteration 104Q: 3 clusters Score -6590302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -6590295.500000 Penalty: 5159.506348
	Iteration 105Q: 3 clusters Score -6590296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -6590287.500000 Penalty: 5159.506348
	Iteration 106Q: 3 clusters Score -6590288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -6590294.000000 Penalty: 5159.506348
	Iteration 107Q: 3 clusters Score -6590294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -6590294.500000 Penalty: 5159.506348
	Iteration 108Q: 3 clusters Score -6590294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -6590295.000000 Penalty: 5159.506348
	Iteration 109Q: 3 clusters Score -6590295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -6590294.000000 Penalty: 5159.506348
	Iteration 110Q: 3 clusters Score -6590294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -6590294.000000 Penalty: 5159.506348
	Iteration 111F: 3 clusters Score -6590294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 729 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Entering Unmasked Estep 
Score: -161184496.000000 Penalty: 165750.265625
Splitting cluster 22 changes total score from -161139264.000000 to -161184496.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -45210.027344 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -45210.03 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 374 members 
Entering Unmasked Estep 
Score: -43743.945312 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -43743.95 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44885.296875 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -44885.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45897.757812 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -45897.76 nChanged 60
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: -46900.019531 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -46900.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47353.234375 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -47353.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47510.785156 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -47510.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47558.425781 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -47558.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47565.453125 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -47565.45 nChanged 1
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: -47565.968750 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -47565.97 nChanged 0
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: -47568.523438 Penalty: 3269.470215
	Iteration 9F: 3 clusters Score -47568.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47579.281250 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -47579.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47579.281250 Penalty: 3269.470215
	Iteration 11F: 3 clusters Score -47579.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 1159 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Entering Unmasked Estep 
Score: -161185408.000000 Penalty: 169132.921875
Splitting cluster 23 changes total score from -161139264.000000 to -161185408.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -192846.156250 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -192846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190867.265625 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -190867.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -191328.078125 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -191328.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -191620.703125 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -191620.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -191910.812500 Penalty: 3499.435059
	Iteration 3F: 3 clusters Score -191910.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -192261.312500 Penalty: 3499.435059
	Iteration 4F: 3 clusters Score -192261.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -192512.281250 Penalty: 3499.435059
	Iteration 5F: 3 clusters Score -192512.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -192682.812500 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -192682.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -192780.265625 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -192780.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -192850.375000 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -192850.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -192909.625000 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -192909.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -192976.468750 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -192976.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -193054.312500 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -193054.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -193100.312500 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -193100.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -193139.734375 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -193139.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193173.375000 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -193173.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -193243.187500 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -193243.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -193343.000000 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -193343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -193370.484375 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -193370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -193373.093750 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -193373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -193374.015625 Penalty: 3499.435059
	Iteration 19Q: 3 clusters Score -193374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -193374.015625 Penalty: 3499.435059
	Iteration 20F: 3 clusters Score -193374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Entering Unmasked Estep 
Score: -161185184.000000 Penalty: 172515.578125
Splitting cluster 24 changes total score from -161139264.000000 to -161185184.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 25 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -256248.484375 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -256248.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -254214.046875 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -254214 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -255392.984375 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -255393 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -256226.421875 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -256226.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -256469.046875 Penalty: 3573.626709
	Iteration 3F: 3 clusters Score -256469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -256602.156250 Penalty: 3573.626709
	Iteration 4Q: 3 clusters Score -256602.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -256716.546875 Penalty: 3573.626709
	Iteration 5Q: 3 clusters Score -256716.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -256797.640625 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -256797.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -256892.453125 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -256892.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -256945.750000 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -256945.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -256982.750000 Penalty: 3573.626709
	Iteration 9Q: 3 clusters Score -256982.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -257007.921875 Penalty: 3573.626709
	Iteration 10Q: 3 clusters Score -257007.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -257031.562500 Penalty: 3573.626709
	Iteration 11Q: 3 clusters Score -257031.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -257060.375000 Penalty: 3573.626709
	Iteration 12Q: 3 clusters Score -257060.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -257086.437500 Penalty: 3573.626709
	Iteration 13Q: 3 clusters Score -257086.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -257107.968750 Penalty: 3573.626709
	Iteration 14Q: 3 clusters Score -257108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -257127.921875 Penalty: 3573.626709
	Iteration 15Q: 3 clusters Score -257127.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -257154.859375 Penalty: 3573.626709
	Iteration 16Q: 3 clusters Score -257154.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -257170.359375 Penalty: 3573.626709
	Iteration 17Q: 3 clusters Score -257170.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -257180.562500 Penalty: 3573.626709
	Iteration 18Q: 3 clusters Score -257180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -257198.296875 Penalty: 3573.626709
	Iteration 19Q: 3 clusters Score -257198.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -257221.921875 Penalty: 3573.626709
	Iteration 20F: 3 clusters Score -257221.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -257236.406250 Penalty: 3573.626709
	Iteration 21Q: 3 clusters Score -257236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -257255.093750 Penalty: 3573.626709
	Iteration 22Q: 3 clusters Score -257255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -257272.546875 Penalty: 3573.626709
	Iteration 23Q: 3 clusters Score -257272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -257280.234375 Penalty: 3573.626709
	Iteration 24Q: 3 clusters Score -257280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -257285.156250 Penalty: 3573.626709
	Iteration 25Q: 3 clusters Score -257285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -257287.531250 Penalty: 3573.626709
	Iteration 26Q: 3 clusters Score -257287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -257288.937500 Penalty: 3573.626709
	Iteration 27Q: 3 clusters Score -257288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -257289.656250 Penalty: 3573.626709
	Iteration 28Q: 3 clusters Score -257289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -257290.906250 Penalty: 3573.626709
	Iteration 29Q: 3 clusters Score -257290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -257290.906250 Penalty: 3573.626709
	Iteration 30F: 3 clusters Score -257290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Entering Unmasked Estep 
Score: -161184480.000000 Penalty: 175898.234375
Splitting cluster 25 changes total score from -161139264.000000 to -161184480.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 26 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -844143.312500 Penalty: 2092.392578
	Iteration 0F: 2 clusters Score -844143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -840099.437500 Penalty: 4184.785156
	Iteration 0F: 3 clusters Score -840099.4 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -841901.812500 Penalty: 4184.785156
	Iteration 1F: 3 clusters Score -841901.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -842719.750000 Penalty: 4184.785156
	Iteration 2F: 3 clusters Score -842719.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -843660.562500 Penalty: 4184.785156
	Iteration 3F: 3 clusters Score -843660.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -844480.937500 Penalty: 4184.785156
	Iteration 4F: 3 clusters Score -844480.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -845019.375000 Penalty: 4184.785156
	Iteration 5F: 3 clusters Score -845019.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -845373.312500 Penalty: 4184.785156
	Iteration 6F: 3 clusters Score -845373.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -845600.125000 Penalty: 4184.785156
	Iteration 7Q: 3 clusters Score -845600.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -845727.625000 Penalty: 4184.785156
	Iteration 8Q: 3 clusters Score -845727.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -845806.750000 Penalty: 4184.785156
	Iteration 9Q: 3 clusters Score -845806.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -845864.062500 Penalty: 4184.785156
	Iteration 10Q: 3 clusters Score -845864.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -845901.500000 Penalty: 4184.785156
	Iteration 11Q: 3 clusters Score -845901.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -845933.625000 Penalty: 4184.785156
	Iteration 12Q: 3 clusters Score -845933.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -845953.625000 Penalty: 4184.785156
	Iteration 13Q: 3 clusters Score -845953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -845963.687500 Penalty: 4184.785156
	Iteration 14Q: 3 clusters Score -845963.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -845971.812500 Penalty: 4184.785156
	Iteration 15Q: 3 clusters Score -845971.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -845978.375000 Penalty: 4184.785156
	Iteration 16Q: 3 clusters Score -845978.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -845986.187500 Penalty: 4184.785156
	Iteration 17Q: 3 clusters Score -845986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -845995.312500 Penalty: 4184.785156
	Iteration 18Q: 3 clusters Score -845995.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -845999.437500 Penalty: 4184.785156
	Iteration 19Q: 3 clusters Score -845999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -846009.812500 Penalty: 4184.785156
	Iteration 20F: 3 clusters Score -846009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -846018.000000 Penalty: 4184.785156
	Iteration 21Q: 3 clusters Score -846018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -846024.125000 Penalty: 4184.785156
	Iteration 22Q: 3 clusters Score -846024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -846029.750000 Penalty: 4184.785156
	Iteration 23Q: 3 clusters Score -846029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -846036.250000 Penalty: 4184.785156
	Iteration 24Q: 3 clusters Score -846036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -846042.750000 Penalty: 4184.785156
	Iteration 25Q: 3 clusters Score -846042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -846048.125000 Penalty: 4184.785156
	Iteration 26Q: 3 clusters Score -846048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -846060.750000 Penalty: 4184.785156
	Iteration 27Q: 3 clusters Score -846060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -846075.750000 Penalty: 4184.785156
	Iteration 28Q: 3 clusters Score -846075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -846094.812500 Penalty: 4184.785156
	Iteration 29Q: 3 clusters Score -846094.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -846131.562500 Penalty: 4184.785156
	Iteration 30Q: 3 clusters Score -846131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -846149.812500 Penalty: 4184.785156
	Iteration 31Q: 3 clusters Score -846149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -846161.375000 Penalty: 4184.785156
	Iteration 32Q: 3 clusters Score -846161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -846171.375000 Penalty: 4184.785156
	Iteration 33Q: 3 clusters Score -846171.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -846179.687500 Penalty: 4184.785156
	Iteration 34Q: 3 clusters Score -846179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -846184.562500 Penalty: 4184.785156
	Iteration 35Q: 3 clusters Score -846184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -846187.187500 Penalty: 4184.785156
	Iteration 36Q: 3 clusters Score -846187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -846189.187500 Penalty: 4184.785156
	Iteration 37Q: 3 clusters Score -846189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -846192.125000 Penalty: 4184.785156
	Iteration 38Q: 3 clusters Score -846192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -846191.812500 Penalty: 4184.785156
	Iteration 39Q: 3 clusters Score -846191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -846198.062500 Penalty: 4184.785156
	Iteration 40F: 3 clusters Score -846198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -846205.062500 Penalty: 4184.785156
	Iteration 41Q: 3 clusters Score -846205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -846206.187500 Penalty: 4184.785156
	Iteration 42Q: 3 clusters Score -846206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -846212.437500 Penalty: 4184.785156
	Iteration 43Q: 3 clusters Score -846212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -846215.812500 Penalty: 4184.785156
	Iteration 44Q: 3 clusters Score -846215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -846219.687500 Penalty: 4184.785156
	Iteration 45Q: 3 clusters Score -846219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -846224.437500 Penalty: 4184.785156
	Iteration 46Q: 3 clusters Score -846224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -846226.500000 Penalty: 4184.785156
	Iteration 47Q: 3 clusters Score -846226.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -846231.687500 Penalty: 4184.785156
	Iteration 48Q: 3 clusters Score -846231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -846235.062500 Penalty: 4184.785156
	Iteration 49Q: 3 clusters Score -846235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -846237.625000 Penalty: 4184.785156
	Iteration 50Q: 3 clusters Score -846237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -846245.625000 Penalty: 4184.785156
	Iteration 51Q: 3 clusters Score -846245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -846248.375000 Penalty: 4184.785156
	Iteration 52Q: 3 clusters Score -846248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -846254.187500 Penalty: 4184.785156
	Iteration 53Q: 3 clusters Score -846254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -846259.937500 Penalty: 4184.785156
	Iteration 54Q: 3 clusters Score -846259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -846265.812500 Penalty: 4184.785156
	Iteration 55Q: 3 clusters Score -846265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -846268.937500 Penalty: 4184.785156
	Iteration 56Q: 3 clusters Score -846268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -846275.062500 Penalty: 4184.785156
	Iteration 57Q: 3 clusters Score -846275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -846280.000000 Penalty: 4184.785156
	Iteration 58Q: 3 clusters Score -846280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -846285.437500 Penalty: 4184.785156
	Iteration 59Q: 3 clusters Score -846285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -846293.375000 Penalty: 4184.785156
	Iteration 60F: 3 clusters Score -846293.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -846299.000000 Penalty: 4184.785156
	Iteration 61Q: 3 clusters Score -846299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -846303.250000 Penalty: 4184.785156
	Iteration 62Q: 3 clusters Score -846303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -846306.187500 Penalty: 4184.785156
	Iteration 63Q: 3 clusters Score -846306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -846307.250000 Penalty: 4184.785156
	Iteration 64Q: 3 clusters Score -846307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -846308.187500 Penalty: 4184.785156
	Iteration 65Q: 3 clusters Score -846308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -846308.187500 Penalty: 4184.785156
	Iteration 66Q: 3 clusters Score -846308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -846309.312500 Penalty: 4184.785156
	Iteration 67Q: 3 clusters Score -846309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -846311.875000 Penalty: 4184.785156
	Iteration 68Q: 3 clusters Score -846311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -846312.125000 Penalty: 4184.785156
	Iteration 69Q: 3 clusters Score -846312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -846312.125000 Penalty: 4184.785156
	Iteration 70F: 3 clusters Score -846312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 34918 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 3650 members 
Entering Unmasked Estep 
Score: -161186480.000000 Penalty: 179280.890625
Splitting cluster 26 changes total score from -161139264.000000 to -161186480.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 27 (34918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Entering Unmasked Estep 
Score: -6911378.000000 Penalty: 2594.268066
	Iteration 0F: 2 clusters Score -6911378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -6889799.000000 Penalty: 5188.536133
	Iteration 0F: 3 clusters Score -6889799 nChanged 15883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -6898504.500000 Penalty: 5188.536133
	Iteration 1F: 3 clusters Score -6898504 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -6899210.500000 Penalty: 5188.536133
	Iteration 2Q: 3 clusters Score -6899210 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -6899896.500000 Penalty: 5188.536133
	Iteration 3Q: 3 clusters Score -6899896 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6900743.000000 Penalty: 5188.536133
	Iteration 4Q: 3 clusters Score -6900743 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -6901787.000000 Penalty: 5188.536133
	Iteration 5F: 3 clusters Score -6901787 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -6903008.500000 Penalty: 5188.536133
	Iteration 6F: 3 clusters Score -6903008 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -6904376.000000 Penalty: 5188.536133
	Iteration 7F: 3 clusters Score -6904376 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -6905563.500000 Penalty: 5188.536133
	Iteration 8F: 3 clusters Score -6905564 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -6906404.000000 Penalty: 5188.536133
	Iteration 9F: 3 clusters Score -6906404 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -6907019.500000 Penalty: 5188.536133
	Iteration 10Q: 3 clusters Score -6907020 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -6907436.000000 Penalty: 5188.536133
	Iteration 11Q: 3 clusters Score -6907436 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -6907696.000000 Penalty: 5188.536133
	Iteration 12Q: 3 clusters Score -6907696 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -6907848.500000 Penalty: 5188.536133
	Iteration 13Q: 3 clusters Score -6907848 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -6908004.500000 Penalty: 5188.536133
	Iteration 14Q: 3 clusters Score -6908004 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -6908141.500000 Penalty: 5188.536133
	Iteration 15Q: 3 clusters Score -6908142 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -6908298.500000 Penalty: 5188.536133
	Iteration 16Q: 3 clusters Score -6908298 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -6908476.500000 Penalty: 5188.536133
	Iteration 17Q: 3 clusters Score -6908476 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -6908645.500000 Penalty: 5188.536133
	Iteration 18Q: 3 clusters Score -6908646 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -6908852.500000 Penalty: 5188.536133
	Iteration 19Q: 3 clusters Score -6908852 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -6909045.000000 Penalty: 5188.536133
	Iteration 20F: 3 clusters Score -6909045 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -6909298.000000 Penalty: 5188.536133
	Iteration 21Q: 3 clusters Score -6909298 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -6909570.500000 Penalty: 5188.536133
	Iteration 22Q: 3 clusters Score -6909570 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -6909877.000000 Penalty: 5188.536133
	Iteration 23Q: 3 clusters Score -6909877 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -6910142.500000 Penalty: 5188.536133
	Iteration 24Q: 3 clusters Score -6910142 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -6910382.500000 Penalty: 5188.536133
	Iteration 25Q: 3 clusters Score -6910382 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -6910636.000000 Penalty: 5188.536133
	Iteration 26Q: 3 clusters Score -6910636 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -6910916.000000 Penalty: 5188.536133
	Iteration 27Q: 3 clusters Score -6910916 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -6911168.500000 Penalty: 5188.536133
	Iteration 28Q: 3 clusters Score -6911168 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -6911356.500000 Penalty: 5188.536133
	Iteration 29Q: 3 clusters Score -6911356 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -6911471.000000 Penalty: 5188.536133
	Iteration 30Q: 3 clusters Score -6911471 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -6911558.000000 Penalty: 5188.536133
	Iteration 31Q: 3 clusters Score -6911558 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -6911595.500000 Penalty: 5188.536133
	Iteration 32Q: 3 clusters Score -6911596 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6911615.500000 Penalty: 5188.536133
	Iteration 33Q: 3 clusters Score -6911616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -6911617.500000 Penalty: 5188.536133
	Iteration 34Q: 3 clusters Score -6911618 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -6911616.000000 Penalty: 5188.536133
	Iteration 35Q: 3 clusters Score -6911616 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6911642.500000 Penalty: 5188.536133
	Iteration 36Q: 3 clusters Score -6911642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6911629.500000 Penalty: 5188.536133
	Iteration 37Q: 3 clusters Score -6911630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6911654.500000 Penalty: 5188.536133
	Iteration 38Q: 3 clusters Score -6911654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6911668.000000 Penalty: 5188.536133
	Iteration 39Q: 3 clusters Score -6911668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -6911686.500000 Penalty: 5188.536133
	Iteration 40F: 3 clusters Score -6911686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6911686.500000 Penalty: 5188.536133
	Iteration 41Q: 3 clusters Score -6911686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6911693.500000 Penalty: 5188.536133
	Iteration 42Q: 3 clusters Score -6911694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6911707.500000 Penalty: 5188.536133
	Iteration 43Q: 3 clusters Score -6911708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6911700.000000 Penalty: 5188.536133
	Iteration 44Q: 3 clusters Score -6911700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6911702.000000 Penalty: 5188.536133
	Iteration 45Q: 3 clusters Score -6911702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6911684.000000 Penalty: 5188.536133
	Iteration 46Q: 3 clusters Score -6911684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6911695.500000 Penalty: 5188.536133
	Iteration 47Q: 3 clusters Score -6911696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -6911698.000000 Penalty: 5188.536133
	Iteration 48Q: 3 clusters Score -6911698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6911702.000000 Penalty: 5188.536133
	Iteration 49Q: 3 clusters Score -6911702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6911710.000000 Penalty: 5188.536133
	Iteration 50Q: 3 clusters Score -6911710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6911703.500000 Penalty: 5188.536133
	Iteration 51Q: 3 clusters Score -6911704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6911704.000000 Penalty: 5188.536133
	Iteration 52Q: 3 clusters Score -6911704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6911700.000000 Penalty: 5188.536133
	Iteration 53Q: 3 clusters Score -6911700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6911702.500000 Penalty: 5188.536133
	Iteration 54Q: 3 clusters Score -6911702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6911692.000000 Penalty: 5188.536133
	Iteration 55Q: 3 clusters Score -6911692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -6911684.500000 Penalty: 5188.536133
	Iteration 56Q: 3 clusters Score -6911684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6911685.000000 Penalty: 5188.536133
	Iteration 57Q: 3 clusters Score -6911685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6911690.500000 Penalty: 5188.536133
	Iteration 58Q: 3 clusters Score -6911690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6911690.500000 Penalty: 5188.536133
	Iteration 59F: 3 clusters Score -6911690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 3650 members 
Mstep: Class 54 contains 2729 members 
Entering Unmasked Estep 
Score: -161186992.000000 Penalty: 182663.546875
Splitting cluster 27 changes total score from -161139264.000000 to -161186992.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 28 (35583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Entering Unmasked Estep 
Score: -6786032.000000 Penalty: 2598.946533
	Iteration 0F: 2 clusters Score -6786032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -6762859.500000 Penalty: 5197.893066
	Iteration 0F: 3 clusters Score -6762860 nChanged 16186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -6771688.000000 Penalty: 5197.893066
	Iteration 1F: 3 clusters Score -6771688 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -6772213.500000 Penalty: 5197.893066
	Iteration 2Q: 3 clusters Score -6772214 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -6772735.000000 Penalty: 5197.893066
	Iteration 3Q: 3 clusters Score -6772735 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -6773509.500000 Penalty: 5197.893066
	Iteration 4Q: 3 clusters Score -6773510 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -6774486.000000 Penalty: 5197.893066
	Iteration 5F: 3 clusters Score -6774486 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -6775871.000000 Penalty: 5197.893066
	Iteration 6F: 3 clusters Score -6775871 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -6777693.000000 Penalty: 5197.893066
	Iteration 7F: 3 clusters Score -6777693 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -6779626.500000 Penalty: 5197.893066
	Iteration 8F: 3 clusters Score -6779626 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6781468.000000 Penalty: 5197.893066
	Iteration 9F: 3 clusters Score -6781468 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -6782866.500000 Penalty: 5197.893066
	Iteration 10Q: 3 clusters Score -6782866 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -6783477.000000 Penalty: 5197.893066
	Iteration 11Q: 3 clusters Score -6783477 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -6783680.500000 Penalty: 5197.893066
	Iteration 12Q: 3 clusters Score -6783680 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -6783816.500000 Penalty: 5197.893066
	Iteration 13Q: 3 clusters Score -6783816 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -6783900.500000 Penalty: 5197.893066
	Iteration 14Q: 3 clusters Score -6783900 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -6783896.000000 Penalty: 5197.893066
	Iteration 15Q: 3 clusters Score -6783896 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -6783906.000000 Penalty: 5197.893066
	Iteration 16Q: 3 clusters Score -6783906 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -6783901.000000 Penalty: 5197.893066
	Iteration 17Q: 3 clusters Score -6783901 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -6783877.000000 Penalty: 5197.893066
	Iteration 18Q: 3 clusters Score -6783877 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -6783893.500000 Penalty: 5197.893066
	Iteration 19Q: 3 clusters Score -6783894 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -6783866.500000 Penalty: 5197.893066
	Iteration 20F: 3 clusters Score -6783866 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -6783892.500000 Penalty: 5197.893066
	Iteration 21Q: 3 clusters Score -6783892 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -6783920.000000 Penalty: 5197.893066
	Iteration 22Q: 3 clusters Score -6783920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -6783921.000000 Penalty: 5197.893066
	Iteration 23Q: 3 clusters Score -6783921 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -6783944.000000 Penalty: 5197.893066
	Iteration 24Q: 3 clusters Score -6783944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -6783971.500000 Penalty: 5197.893066
	Iteration 25Q: 3 clusters Score -6783972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -6783979.500000 Penalty: 5197.893066
	Iteration 26Q: 3 clusters Score -6783980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -6783988.500000 Penalty: 5197.893066
	Iteration 27Q: 3 clusters Score -6783988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -6784001.500000 Penalty: 5197.893066
	Iteration 28Q: 3 clusters Score -6784002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -6784009.000000 Penalty: 5197.893066
	Iteration 29Q: 3 clusters Score -6784009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -6784014.000000 Penalty: 5197.893066
	Iteration 30Q: 3 clusters Score -6784014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -6784012.500000 Penalty: 5197.893066
	Iteration 31Q: 3 clusters Score -6784012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -6784017.000000 Penalty: 5197.893066
	Iteration 32Q: 3 clusters Score -6784017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -6784032.000000 Penalty: 5197.893066
	Iteration 33Q: 3 clusters Score -6784032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -6784039.500000 Penalty: 5197.893066
	Iteration 34Q: 3 clusters Score -6784040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -6784044.000000 Penalty: 5197.893066
	Iteration 35Q: 3 clusters Score -6784044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -6784035.500000 Penalty: 5197.893066
	Iteration 36Q: 3 clusters Score -6784036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6784042.000000 Penalty: 5197.893066
	Iteration 37Q: 3 clusters Score -6784042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -6784042.500000 Penalty: 5197.893066
	Iteration 38Q: 3 clusters Score -6784042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -6784048.500000 Penalty: 5197.893066
	Iteration 39Q: 3 clusters Score -6784048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -6784052.000000 Penalty: 5197.893066
	Iteration 40F: 3 clusters Score -6784052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6784051.500000 Penalty: 5197.893066
	Iteration 41Q: 3 clusters Score -6784052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -6784046.000000 Penalty: 5197.893066
	Iteration 42Q: 3 clusters Score -6784046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -6784048.500000 Penalty: 5197.893066
	Iteration 43Q: 3 clusters Score -6784048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -6784055.500000 Penalty: 5197.893066
	Iteration 44Q: 3 clusters Score -6784056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -6784060.000000 Penalty: 5197.893066
	Iteration 45Q: 3 clusters Score -6784060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -6784055.500000 Penalty: 5197.893066
	Iteration 46Q: 3 clusters Score -6784056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -6784060.000000 Penalty: 5197.893066
	Iteration 47Q: 3 clusters Score -6784060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -6784070.000000 Penalty: 5197.893066
	Iteration 48Q: 3 clusters Score -6784070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -6784065.500000 Penalty: 5197.893066
	Iteration 49Q: 3 clusters Score -6784066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -6784062.500000 Penalty: 5197.893066
	Iteration 50Q: 3 clusters Score -6784062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -6784053.000000 Penalty: 5197.893066
	Iteration 51Q: 3 clusters Score -6784053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -6784057.000000 Penalty: 5197.893066
	Iteration 52Q: 3 clusters Score -6784057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -6784053.500000 Penalty: 5197.893066
	Iteration 53Q: 3 clusters Score -6784054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -6784052.500000 Penalty: 5197.893066
	Iteration 54Q: 3 clusters Score -6784052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -6784060.500000 Penalty: 5197.893066
	Iteration 55Q: 3 clusters Score -6784060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -6784065.500000 Penalty: 5197.893066
	Iteration 56Q: 3 clusters Score -6784066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -6784063.000000 Penalty: 5197.893066
	Iteration 57Q: 3 clusters Score -6784063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -6784062.500000 Penalty: 5197.893066
	Iteration 58Q: 3 clusters Score -6784062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -6784060.000000 Penalty: 5197.893066
	Iteration 59Q: 3 clusters Score -6784060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -6784059.500000 Penalty: 5197.893066
	Iteration 60F: 3 clusters Score -6784060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -6784061.000000 Penalty: 5197.893066
	Iteration 61Q: 3 clusters Score -6784061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -6784062.500000 Penalty: 5197.893066
	Iteration 62Q: 3 clusters Score -6784062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -6784065.000000 Penalty: 5197.893066
	Iteration 63Q: 3 clusters Score -6784065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -6784068.500000 Penalty: 5197.893066
	Iteration 64Q: 3 clusters Score -6784068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -6784063.500000 Penalty: 5197.893066
	Iteration 65Q: 3 clusters Score -6784064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -6784063.500000 Penalty: 5197.893066
	Iteration 66F: 3 clusters Score -6784064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -169222.265625 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -169222.3 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: -167365.015625 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -167365 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -167858.484375 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -167858.5 nChanged 85
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: -168157.640625 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -168157.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -168386.265625 Penalty: 3422.262695
	Iteration 3F: 3 clusters Score -168386.3 nChanged 67
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: -168568.296875 Penalty: 3422.262695
	Iteration 4F: 3 clusters Score -168568.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -168659.031250 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -168659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -168733.812500 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -168733.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -168800.984375 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -168801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -168852.718750 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -168852.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -168891.937500 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -168891.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -168908.031250 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -168908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -168927.937500 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -168927.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -168942.406250 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -168942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -168961.468750 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -168961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -168972.171875 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -168972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -168990.906250 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -168990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -169005.375000 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -169005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -169017.734375 Penalty: 3422.262695
	Iteration 17Q: 3 clusters Score -169017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -169026.171875 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -169026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -169062.687500 Penalty: 3422.262695
	Iteration 19Q: 3 clusters Score -169062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -169075.109375 Penalty: 3422.262695
	Iteration 20F: 3 clusters Score -169075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -169083.703125 Penalty: 3422.262695
	Iteration 21Q: 3 clusters Score -169083.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -169089.859375 Penalty: 3422.262695
	Iteration 22Q: 3 clusters Score -169089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -169093.625000 Penalty: 3422.262695
	Iteration 23Q: 3 clusters Score -169093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -169097.953125 Penalty: 3422.262695
	Iteration 24Q: 3 clusters Score -169098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -169097.953125 Penalty: 3422.262695
	Iteration 25F: 3 clusters Score -169098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -113462.648438 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -113462.6 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 349 members 
Entering Unmasked Estep 
Score: -111994.414062 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -111994.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -113000.765625 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -113000.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -113697.812500 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -113697.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -113989.875000 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -113989.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -114138.679688 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -114138.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -114228.203125 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -114228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114273.968750 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -114274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114327.640625 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -114327.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114395.273438 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -114395.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114457.445312 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -114457.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -114508.007812 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -114508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -114531.007812 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -114531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114544.875000 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -114544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -114549.625000 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -114549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114556.078125 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -114556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114571.625000 Penalty: 3260.545166
	Iteration 15F: 3 clusters Score -114571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114585.671875 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -114585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -114596.851562 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -114596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -114608.359375 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -114608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114612.578125 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -114612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114616.953125 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -114617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114624.687500 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -114624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114632.515625 Penalty: 3260.545166
	Iteration 22Q: 3 clusters Score -114632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114636.187500 Penalty: 3260.545166
	Iteration 23Q: 3 clusters Score -114636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114650.460938 Penalty: 3260.545166
	Iteration 24Q: 3 clusters Score -114650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114650.460938 Penalty: 3260.545166
	Iteration 25F: 3 clusters Score -114650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 312 members 
Mstep: Class 31 contains 39172 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 3650 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 404 members 
Entering Unmasked Estep 
Score: -161186304.000000 Penalty: 186046.203125
Splitting cluster 30 changes total score from -161139264.000000 to -161186304.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 31 (39172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Entering Unmasked Estep 
Score: -8117712.500000 Penalty: 2622.778076
	Iteration 0F: 2 clusters Score -8117712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -8111332.000000 Penalty: 5245.556152
	Iteration 0F: 3 clusters Score -8111332 nChanged 17891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -8121150.000000 Penalty: 5245.556152
	Iteration 1F: 3 clusters Score -8121150 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -8121640.000000 Penalty: 5245.556152
	Iteration 2F: 3 clusters Score -8121640 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -8122083.000000 Penalty: 5245.556152
	Iteration 3Q: 3 clusters Score -8122083 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -8122428.500000 Penalty: 5245.556152
	Iteration 4Q: 3 clusters Score -8122428 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -8122745.500000 Penalty: 5245.556152
	Iteration 5Q: 3 clusters Score -8122746 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -8123291.500000 Penalty: 5245.556152
	Iteration 6F: 3 clusters Score -8123292 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -8124479.000000 Penalty: 5245.556152
	Iteration 7F: 3 clusters Score -8124479 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -8125996.500000 Penalty: 5245.556152
	Iteration 8F: 3 clusters Score -8125996 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -8127495.000000 Penalty: 5245.556152
	Iteration 9F: 3 clusters Score -8127495 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8128306.000000 Penalty: 5245.556152
	Iteration 10F: 3 clusters Score -8128306 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8128702.500000 Penalty: 5245.556152
	Iteration 11F: 3 clusters Score -8128702 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -8128372.500000 Penalty: 5245.556152
	Iteration 12Q: 3 clusters Score -8128372 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -8127572.500000 Penalty: 5245.556152
	Iteration 13Q: 3 clusters Score -8127572 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -8126882.500000 Penalty: 5245.556152
	Iteration 14Q: 3 clusters Score -8126882 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -8126883.000000 Penalty: 5245.556152
	Iteration 15Q: 3 clusters Score -8126883 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -8126840.500000 Penalty: 5245.556152
	Iteration 16Q: 3 clusters Score -8126840 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -8126713.000000 Penalty: 5245.556152
	Iteration 17Q: 3 clusters Score -8126713 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -8126604.000000 Penalty: 5245.556152
	Iteration 18Q: 3 clusters Score -8126604 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -8126795.500000 Penalty: 5245.556152
	Iteration 19Q: 3 clusters Score -8126796 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -8127102.500000 Penalty: 5245.556152
	Iteration 20F: 3 clusters Score -8127102 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -8127446.000000 Penalty: 5245.556152
	Iteration 21Q: 3 clusters Score -8127446 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -8127891.500000 Penalty: 5245.556152
	Iteration 22Q: 3 clusters Score -8127892 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8128375.000000 Penalty: 5245.556152
	Iteration 23Q: 3 clusters Score -8128375 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -8128565.000000 Penalty: 5245.556152
	Iteration 24Q: 3 clusters Score -8128565 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -8128616.500000 Penalty: 5245.556152
	Iteration 25Q: 3 clusters Score -8128616 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -8128671.000000 Penalty: 5245.556152
	Iteration 26Q: 3 clusters Score -8128671 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -8128698.000000 Penalty: 5245.556152
	Iteration 27Q: 3 clusters Score -8128698 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -8128709.500000 Penalty: 5245.556152
	Iteration 28Q: 3 clusters Score -8128710 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -8128689.500000 Penalty: 5245.556152
	Iteration 29Q: 3 clusters Score -8128690 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -8128679.000000 Penalty: 5245.556152
	Iteration 30Q: 3 clusters Score -8128679 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -8128610.000000 Penalty: 5245.556152
	Iteration 31Q: 3 clusters Score -8128610 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -8128568.000000 Penalty: 5245.556152
	Iteration 32Q: 3 clusters Score -8128568 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -8128527.000000 Penalty: 5245.556152
	Iteration 33Q: 3 clusters Score -8128527 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -8128546.000000 Penalty: 5245.556152
	Iteration 34Q: 3 clusters Score -8128546 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -8128548.500000 Penalty: 5245.556152
	Iteration 35Q: 3 clusters Score -8128548 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -8128563.500000 Penalty: 5245.556152
	Iteration 36Q: 3 clusters Score -8128564 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -8128639.000000 Penalty: 5245.556152
	Iteration 37Q: 3 clusters Score -8128639 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -8128718.000000 Penalty: 5245.556152
	Iteration 38Q: 3 clusters Score -8128718 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -8128815.500000 Penalty: 5245.556152
	Iteration 39Q: 3 clusters Score -8128816 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -8128894.000000 Penalty: 5245.556152
	Iteration 40F: 3 clusters Score -8128894 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -8128948.000000 Penalty: 5245.556152
	Iteration 41Q: 3 clusters Score -8128948 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -8128985.000000 Penalty: 5245.556152
	Iteration 42Q: 3 clusters Score -8128985 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -8129019.500000 Penalty: 5245.556152
	Iteration 43Q: 3 clusters Score -8129020 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -8129079.000000 Penalty: 5245.556152
	Iteration 44Q: 3 clusters Score -8129079 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -8129130.000000 Penalty: 5245.556152
	Iteration 45Q: 3 clusters Score -8129130 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -8129157.000000 Penalty: 5245.556152
	Iteration 46Q: 3 clusters Score -8129157 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -8129233.000000 Penalty: 5245.556152
	Iteration 47Q: 3 clusters Score -8129233 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -8129240.500000 Penalty: 5245.556152
	Iteration 48Q: 3 clusters Score -8129240 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -8129273.500000 Penalty: 5245.556152
	Iteration 49Q: 3 clusters Score -8129274 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -8129317.500000 Penalty: 5245.556152
	Iteration 50Q: 3 clusters Score -8129318 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8129375.500000 Penalty: 5245.556152
	Iteration 51Q: 3 clusters Score -8129376 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -8129410.000000 Penalty: 5245.556152
	Iteration 52Q: 3 clusters Score -8129410 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -8129455.000000 Penalty: 5245.556152
	Iteration 53Q: 3 clusters Score -8129455 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -8129465.000000 Penalty: 5245.556152
	Iteration 54Q: 3 clusters Score -8129465 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -8129474.500000 Penalty: 5245.556152
	Iteration 55Q: 3 clusters Score -8129474 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -8129486.500000 Penalty: 5245.556152
	Iteration 56Q: 3 clusters Score -8129486 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -8129563.500000 Penalty: 5245.556152
	Iteration 57Q: 3 clusters Score -8129564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -8129594.000000 Penalty: 5245.556152
	Iteration 58Q: 3 clusters Score -8129594 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -8129589.000000 Penalty: 5245.556152
	Iteration 59Q: 3 clusters Score -8129589 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -8129620.500000 Penalty: 5245.556152
	Iteration 60F: 3 clusters Score -8129620 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -8129657.000000 Penalty: 5245.556152
	Iteration 61Q: 3 clusters Score -8129657 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -8129672.500000 Penalty: 5245.556152
	Iteration 62Q: 3 clusters Score -8129672 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -8129672.000000 Penalty: 5245.556152
	Iteration 63Q: 3 clusters Score -8129672 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -8129671.000000 Penalty: 5245.556152
	Iteration 64Q: 3 clusters Score -8129671 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -8129689.500000 Penalty: 5245.556152
	Iteration 65Q: 3 clusters Score -8129690 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -8129697.000000 Penalty: 5245.556152
	Iteration 66Q: 3 clusters Score -8129697 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -8129676.000000 Penalty: 5245.556152
	Iteration 67Q: 3 clusters Score -8129676 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -8129721.500000 Penalty: 5245.556152
	Iteration 68Q: 3 clusters Score -8129722 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -8129679.000000 Penalty: 5245.556152
	Iteration 69Q: 3 clusters Score -8129679 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -8129681.500000 Penalty: 5245.556152
	Iteration 70Q: 3 clusters Score -8129682 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -8129721.500000 Penalty: 5245.556152
	Iteration 71Q: 3 clusters Score -8129722 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -8129716.500000 Penalty: 5245.556152
	Iteration 72Q: 3 clusters Score -8129716 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -8129723.000000 Penalty: 5245.556152
	Iteration 73Q: 3 clusters Score -8129723 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -8129754.500000 Penalty: 5245.556152
	Iteration 74Q: 3 clusters Score -8129754 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -8129738.000000 Penalty: 5245.556152
	Iteration 75Q: 3 clusters Score -8129738 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -8129760.500000 Penalty: 5245.556152
	Iteration 76Q: 3 clusters Score -8129760 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -8129780.000000 Penalty: 5245.556152
	Iteration 77Q: 3 clusters Score -8129780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -8129799.000000 Penalty: 5245.556152
	Iteration 78Q: 3 clusters Score -8129799 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -8129796.000000 Penalty: 5245.556152
	Iteration 79Q: 3 clusters Score -8129796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -8129783.000000 Penalty: 5245.556152
	Iteration 80F: 3 clusters Score -8129783 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -8129803.500000 Penalty: 5245.556152
	Iteration 81Q: 3 clusters Score -8129804 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -8129801.500000 Penalty: 5245.556152
	Iteration 82Q: 3 clusters Score -8129802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -8129827.000000 Penalty: 5245.556152
	Iteration 83Q: 3 clusters Score -8129827 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -8129841.500000 Penalty: 5245.556152
	Iteration 84Q: 3 clusters Score -8129842 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -8129871.000000 Penalty: 5245.556152
	Iteration 85Q: 3 clusters Score -8129871 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -8129871.000000 Penalty: 5245.556152
	Iteration 86Q: 3 clusters Score -8129871 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -8129851.000000 Penalty: 5245.556152
	Iteration 87Q: 3 clusters Score -8129851 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -8129859.000000 Penalty: 5245.556152
	Iteration 88Q: 3 clusters Score -8129859 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -8129864.500000 Penalty: 5245.556152
	Iteration 89Q: 3 clusters Score -8129864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -8129889.000000 Penalty: 5245.556152
	Iteration 90Q: 3 clusters Score -8129889 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -8129908.500000 Penalty: 5245.556152
	Iteration 91Q: 3 clusters Score -8129908 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -8129916.500000 Penalty: 5245.556152
	Iteration 92Q: 3 clusters Score -8129916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -8129900.500000 Penalty: 5245.556152
	Iteration 93Q: 3 clusters Score -8129900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -8129909.000000 Penalty: 5245.556152
	Iteration 94Q: 3 clusters Score -8129909 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -8129928.000000 Penalty: 5245.556152
	Iteration 95Q: 3 clusters Score -8129928 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -8129906.000000 Penalty: 5245.556152
	Iteration 96Q: 3 clusters Score -8129906 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -8129895.000000 Penalty: 5245.556152
	Iteration 97Q: 3 clusters Score -8129895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -8129901.000000 Penalty: 5245.556152
	Iteration 98Q: 3 clusters Score -8129901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -8129907.000000 Penalty: 5245.556152
	Iteration 99Q: 3 clusters Score -8129907 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -8129892.500000 Penalty: 5245.556152
	Iteration 100F: 3 clusters Score -8129892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -8129884.500000 Penalty: 5245.556152
	Iteration 101Q: 3 clusters Score -8129884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -8129862.500000 Penalty: 5245.556152
	Iteration 102Q: 3 clusters Score -8129862 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -8129892.000000 Penalty: 5245.556152
	Iteration 103Q: 3 clusters Score -8129892 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -8129894.500000 Penalty: 5245.556152
	Iteration 104Q: 3 clusters Score -8129894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -8129926.000000 Penalty: 5245.556152
	Iteration 105Q: 3 clusters Score -8129926 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -8129934.500000 Penalty: 5245.556152
	Iteration 106Q: 3 clusters Score -8129934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -8129939.500000 Penalty: 5245.556152
	Iteration 107Q: 3 clusters Score -8129940 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -8129929.000000 Penalty: 5245.556152
	Iteration 108Q: 3 clusters Score -8129929 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -8129928.000000 Penalty: 5245.556152
	Iteration 109Q: 3 clusters Score -8129928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -8129943.000000 Penalty: 5245.556152
	Iteration 110Q: 3 clusters Score -8129943 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -8129949.000000 Penalty: 5245.556152
	Iteration 111Q: 3 clusters Score -8129949 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -8129972.000000 Penalty: 5245.556152
	Iteration 112Q: 3 clusters Score -8129972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -8129960.500000 Penalty: 5245.556152
	Iteration 113Q: 3 clusters Score -8129960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -8129976.500000 Penalty: 5245.556152
	Iteration 114Q: 3 clusters Score -8129976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -8129983.000000 Penalty: 5245.556152
	Iteration 115Q: 3 clusters Score -8129983 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -8129973.500000 Penalty: 5245.556152
	Iteration 116Q: 3 clusters Score -8129974 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -8130002.000000 Penalty: 5245.556152
	Iteration 117Q: 3 clusters Score -8130002 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -8130012.500000 Penalty: 5245.556152
	Iteration 118Q: 3 clusters Score -8130012 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -8130003.000000 Penalty: 5245.556152
	Iteration 119Q: 3 clusters Score -8130003 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -8130032.000000 Penalty: 5245.556152
	Iteration 120F: 3 clusters Score -8130032 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -8130070.000000 Penalty: 5245.556152
	Iteration 121Q: 3 clusters Score -8130070 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -8130032.500000 Penalty: 5245.556152
	Iteration 122Q: 3 clusters Score -8130032 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -8130051.000000 Penalty: 5245.556152
	Iteration 123Q: 3 clusters Score -8130051 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -8130061.000000 Penalty: 5245.556152
	Iteration 124Q: 3 clusters Score -8130061 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -8130080.500000 Penalty: 5245.556152
	Iteration 125Q: 3 clusters Score -8130080 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -8130092.500000 Penalty: 5245.556152
	Iteration 126Q: 3 clusters Score -8130092 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -8130124.500000 Penalty: 5245.556152
	Iteration 127Q: 3 clusters Score -8130124 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -8130139.000000 Penalty: 5245.556152
	Iteration 128Q: 3 clusters Score -8130139 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -8130147.000000 Penalty: 5245.556152
	Iteration 129Q: 3 clusters Score -8130147 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -8130157.000000 Penalty: 5245.556152
	Iteration 130Q: 3 clusters Score -8130157 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -8130186.000000 Penalty: 5245.556152
	Iteration 131Q: 3 clusters Score -8130186 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -8130204.500000 Penalty: 5245.556152
	Iteration 132Q: 3 clusters Score -8130204 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -8130215.000000 Penalty: 5245.556152
	Iteration 133Q: 3 clusters Score -8130215 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -8130233.500000 Penalty: 5245.556152
	Iteration 134Q: 3 clusters Score -8130234 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -8130241.500000 Penalty: 5245.556152
	Iteration 135Q: 3 clusters Score -8130242 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8130288.000000 Penalty: 5245.556152
	Iteration 136Q: 3 clusters Score -8130288 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -8130294.500000 Penalty: 5245.556152
	Iteration 137Q: 3 clusters Score -8130294 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -8130348.500000 Penalty: 5245.556152
	Iteration 138Q: 3 clusters Score -8130348 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -8130374.500000 Penalty: 5245.556152
	Iteration 139Q: 3 clusters Score -8130374 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -8130413.500000 Penalty: 5245.556152
	Iteration 140F: 3 clusters Score -8130414 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -8130447.500000 Penalty: 5245.556152
	Iteration 141Q: 3 clusters Score -8130448 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -8130481.000000 Penalty: 5245.556152
	Iteration 142Q: 3 clusters Score -8130481 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -8130527.500000 Penalty: 5245.556152
	Iteration 143Q: 3 clusters Score -8130528 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -8130566.000000 Penalty: 5245.556152
	Iteration 144Q: 3 clusters Score -8130566 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -8130588.500000 Penalty: 5245.556152
	Iteration 145Q: 3 clusters Score -8130588 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -8130623.000000 Penalty: 5245.556152
	Iteration 146Q: 3 clusters Score -8130623 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -8130657.500000 Penalty: 5245.556152
	Iteration 147Q: 3 clusters Score -8130658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -8130705.500000 Penalty: 5245.556152
	Iteration 148Q: 3 clusters Score -8130706 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -8130744.000000 Penalty: 5245.556152
	Iteration 149Q: 3 clusters Score -8130744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -8130758.000000 Penalty: 5245.556152
	Iteration 150Q: 3 clusters Score -8130758 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -8130835.000000 Penalty: 5245.556152
	Iteration 151Q: 3 clusters Score -8130835 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -8130849.500000 Penalty: 5245.556152
	Iteration 152Q: 3 clusters Score -8130850 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -8130862.000000 Penalty: 5245.556152
	Iteration 153Q: 3 clusters Score -8130862 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -8130887.000000 Penalty: 5245.556152
	Iteration 154Q: 3 clusters Score -8130887 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -8130927.000000 Penalty: 5245.556152
	Iteration 155Q: 3 clusters Score -8130927 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -8130957.500000 Penalty: 5245.556152
	Iteration 156Q: 3 clusters Score -8130958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -8130973.000000 Penalty: 5245.556152
	Iteration 157Q: 3 clusters Score -8130973 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -8130990.000000 Penalty: 5245.556152
	Iteration 158Q: 3 clusters Score -8130990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -8131004.500000 Penalty: 5245.556152
	Iteration 159Q: 3 clusters Score -8131004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -8131006.500000 Penalty: 5245.556152
	Iteration 160F: 3 clusters Score -8131006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -8131011.500000 Penalty: 5245.556152
	Iteration 161Q: 3 clusters Score -8131012 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -8131031.500000 Penalty: 5245.556152
	Iteration 162Q: 3 clusters Score -8131032 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -8131038.000000 Penalty: 5245.556152
	Iteration 163Q: 3 clusters Score -8131038 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -8131051.000000 Penalty: 5245.556152
	Iteration 164Q: 3 clusters Score -8131051 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -8131055.000000 Penalty: 5245.556152
	Iteration 165Q: 3 clusters Score -8131055 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -8131070.000000 Penalty: 5245.556152
	Iteration 166Q: 3 clusters Score -8131070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -8131064.500000 Penalty: 5245.556152
	Iteration 167Q: 3 clusters Score -8131064 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -8131073.500000 Penalty: 5245.556152
	Iteration 168Q: 3 clusters Score -8131074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -8131071.000000 Penalty: 5245.556152
	Iteration 169Q: 3 clusters Score -8131071 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -8131099.500000 Penalty: 5245.556152
	Iteration 170Q: 3 clusters Score -8131100 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -8131123.000000 Penalty: 5245.556152
	Iteration 171Q: 3 clusters Score -8131123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -8131124.000000 Penalty: 5245.556152
	Iteration 172Q: 3 clusters Score -8131124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -8131137.500000 Penalty: 5245.556152
	Iteration 173Q: 3 clusters Score -8131138 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -8131188.500000 Penalty: 5245.556152
	Iteration 174Q: 3 clusters Score -8131188 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -8131207.500000 Penalty: 5245.556152
	Iteration 175Q: 3 clusters Score -8131208 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -8131241.000000 Penalty: 5245.556152
	Iteration 176Q: 3 clusters Score -8131241 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -8131253.000000 Penalty: 5245.556152
	Iteration 177Q: 3 clusters Score -8131253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -8131260.000000 Penalty: 5245.556152
	Iteration 178Q: 3 clusters Score -8131260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -8131312.500000 Penalty: 5245.556152
	Iteration 179Q: 3 clusters Score -8131312 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -8131342.500000 Penalty: 5245.556152
	Iteration 180F: 3 clusters Score -8131342 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8131367.000000 Penalty: 5245.556152
	Iteration 181Q: 3 clusters Score -8131367 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -8131376.000000 Penalty: 5245.556152
	Iteration 182Q: 3 clusters Score -8131376 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -8131420.500000 Penalty: 5245.556152
	Iteration 183Q: 3 clusters Score -8131420 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -8131437.500000 Penalty: 5245.556152
	Iteration 184Q: 3 clusters Score -8131438 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -8131473.000000 Penalty: 5245.556152
	Iteration 185Q: 3 clusters Score -8131473 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -8131506.000000 Penalty: 5245.556152
	Iteration 186Q: 3 clusters Score -8131506 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -8131516.000000 Penalty: 5245.556152
	Iteration 187Q: 3 clusters Score -8131516 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -8131525.500000 Penalty: 5245.556152
	Iteration 188Q: 3 clusters Score -8131526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -8131540.000000 Penalty: 5245.556152
	Iteration 189Q: 3 clusters Score -8131540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8131544.500000 Penalty: 5245.556152
	Iteration 190Q: 3 clusters Score -8131544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -8131581.500000 Penalty: 5245.556152
	Iteration 191Q: 3 clusters Score -8131582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -8131584.000000 Penalty: 5245.556152
	Iteration 192Q: 3 clusters Score -8131584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -8131579.500000 Penalty: 5245.556152
	Iteration 193Q: 3 clusters Score -8131580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -8131590.500000 Penalty: 5245.556152
	Iteration 194Q: 3 clusters Score -8131590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -8131591.500000 Penalty: 5245.556152
	Iteration 195Q: 3 clusters Score -8131592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -8131603.500000 Penalty: 5245.556152
	Iteration 196Q: 3 clusters Score -8131604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -8131604.500000 Penalty: 5245.556152
	Iteration 197Q: 3 clusters Score -8131604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -8131598.500000 Penalty: 5245.556152
	Iteration 198Q: 3 clusters Score -8131598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -8131596.000000 Penalty: 5245.556152
	Iteration 199Q: 3 clusters Score -8131596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -8131588.000000 Penalty: 5245.556152
	Iteration 200F: 3 clusters Score -8131588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -8131601.500000 Penalty: 5245.556152
	Iteration 201Q: 3 clusters Score -8131602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -8131600.000000 Penalty: 5245.556152
	Iteration 202Q: 3 clusters Score -8131600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -8131598.500000 Penalty: 5245.556152
	Iteration 203Q: 3 clusters Score -8131598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -8131605.000000 Penalty: 5245.556152
	Iteration 204Q: 3 clusters Score -8131605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -8131608.500000 Penalty: 5245.556152
	Iteration 205Q: 3 clusters Score -8131608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -8131627.500000 Penalty: 5245.556152
	Iteration 206Q: 3 clusters Score -8131628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -8131597.000000 Penalty: 5245.556152
	Iteration 207Q: 3 clusters Score -8131597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -8131618.500000 Penalty: 5245.556152
	Iteration 208Q: 3 clusters Score -8131618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -8131625.500000 Penalty: 5245.556152
	Iteration 209Q: 3 clusters Score -8131626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -8131630.000000 Penalty: 5245.556152
	Iteration 210Q: 3 clusters Score -8131630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -8131639.000000 Penalty: 5245.556152
	Iteration 211Q: 3 clusters Score -8131639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -8131653.000000 Penalty: 5245.556152
	Iteration 212Q: 3 clusters Score -8131653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -8131667.500000 Penalty: 5245.556152
	Iteration 213Q: 3 clusters Score -8131668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -8131668.000000 Penalty: 5245.556152
	Iteration 214Q: 3 clusters Score -8131668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -8131668.500000 Penalty: 5245.556152
	Iteration 215Q: 3 clusters Score -8131668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -8131667.000000 Penalty: 5245.556152
	Iteration 216Q: 3 clusters Score -8131667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -8131671.500000 Penalty: 5245.556152
	Iteration 217Q: 3 clusters Score -8131672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8131675.500000 Penalty: 5245.556152
	Iteration 218Q: 3 clusters Score -8131676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -8131679.500000 Penalty: 5245.556152
	Iteration 219Q: 3 clusters Score -8131680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -8131672.500000 Penalty: 5245.556152
	Iteration 220F: 3 clusters Score -8131672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -8131674.500000 Penalty: 5245.556152
	Iteration 221Q: 3 clusters Score -8131674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -8131674.500000 Penalty: 5245.556152
	Iteration 222F: 3 clusters Score -8131674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 312 members 
Mstep: Class 31 contains 18635 members 
Mstep: Class 32 contains 38884 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 3650 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 20537 members 
Entering Unmasked Estep 
Score: -161197712.000000 Penalty: 189428.875000
Splitting cluster 31 changes total score from -161139264.000000 to -161197712.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 32 (38884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Entering Unmasked Estep 
Score: -8177697.500000 Penalty: 2620.947998
	Iteration 0F: 2 clusters Score -8177698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -8177082.500000 Penalty: 5241.895996
	Iteration 0F: 3 clusters Score -8177082 nChanged 17779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -8186785.500000 Penalty: 5241.895996
	Iteration 1F: 3 clusters Score -8186786 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -8187199.500000 Penalty: 5241.895996
	Iteration 2Q: 3 clusters Score -8187200 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -8187659.500000 Penalty: 5241.895996
	Iteration 3Q: 3 clusters Score -8187660 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -8188142.000000 Penalty: 5241.895996
	Iteration 4Q: 3 clusters Score -8188142 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8189120 nChanged 1679
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8189666 nChanged 1885
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Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8190461 nChanged 2211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -8191553.500000 Penalty: 5241.895996
	Iteration 9F: 3 clusters Score -8191554 nChanged 2308
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Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -8192839.500000 Penalty: 5241.895996
	Iteration 10F: 3 clusters Score -8192840 nChanged 2018
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -8193614.500000 Penalty: 5241.895996
	Iteration 11F: 3 clusters Score -8193614 nChanged 1363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8194044 nChanged 798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8194166 nChanged 504
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Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8194195 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8194289 nChanged 353
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Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -8194351.500000 Penalty: 5241.895996
	Iteration 16Q: 3 clusters Score -8194352 nChanged 363
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Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8194392 nChanged 383
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Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8194488 nChanged 400
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Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8194600 nChanged 434
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Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -8194696.500000 Penalty: 5241.895996
	Iteration 20F: 3 clusters Score -8194696 nChanged 405
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Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8194807 nChanged 404
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Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8194916 nChanged 394
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Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8195042 nChanged 386
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Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8195160 nChanged 397
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Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8195234 nChanged 391
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Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8195342 nChanged 411
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Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8195474 nChanged 380
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Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8195584 nChanged 408
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Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8195714 nChanged 398
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Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8195814 nChanged 357
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Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8195919 nChanged 342
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Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8195970 nChanged 354
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Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8196046 nChanged 333
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Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8196162 nChanged 317
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Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8196241 nChanged 325
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Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8196386 nChanged 315
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Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8196498 nChanged 321
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Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8196598 nChanged 283
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Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8196640 nChanged 272
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Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8196713 nChanged 301
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Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8196972 nChanged 272
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Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8197040 nChanged 266
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Mstep: Class 1 contains 20681 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8197090 nChanged 237
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Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8197170 nChanged 220
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Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8197212 nChanged 219
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Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8197262 nChanged 201
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Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8197296 nChanged 172
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Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8197310 nChanged 205
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Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8197344 nChanged 196
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Mstep: Class 1 contains 20797 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8197400 nChanged 194
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8197454 nChanged 185
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Mstep: Class 1 contains 20784 members 
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	Iteration 54Q: 3 clusters Score -8197496 nChanged 170
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Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8197524 nChanged 165
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Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8197560 nChanged 151
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Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8197573 nChanged 134
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Mstep: Class 1 contains 20828 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8197586 nChanged 135
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Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8197588 nChanged 111
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Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8197595 nChanged 93
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Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8197587 nChanged 91
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Mstep: Class 1 contains 20950 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8197600 nChanged 76
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Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8197610 nChanged 86
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Mstep: Class 1 contains 20956 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8197648 nChanged 77
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8197640 nChanged 78
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8197671 nChanged 84
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8197684 nChanged 92
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Mstep: Class 1 contains 20855 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8197696 nChanged 82
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8197715 nChanged 86
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Mstep: Class 1 contains 20811 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8197708 nChanged 75
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	Iteration 71Q: 3 clusters Score -8197704 nChanged 59
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8197702 nChanged 51
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8197692 nChanged 47
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8197696 nChanged 41
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	Iteration 75Q: 3 clusters Score -8197714 nChanged 37
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8197728 nChanged 39
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8197726 nChanged 32
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	Iteration 78Q: 3 clusters Score -8197728 nChanged 30
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8197735 nChanged 36
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8197729 nChanged 39
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8197742 nChanged 35
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	Iteration 82Q: 3 clusters Score -8197728 nChanged 32
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	Iteration 83Q: 3 clusters Score -8197721 nChanged 29
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	Iteration 84Q: 3 clusters Score -8197744 nChanged 25
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	Iteration 85Q: 3 clusters Score -8197747 nChanged 25
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	Iteration 86Q: 3 clusters Score -8197743 nChanged 34
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8197752 nChanged 39
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	Iteration 88Q: 3 clusters Score -8197775 nChanged 45
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	Iteration 89Q: 3 clusters Score -8197772 nChanged 46
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8197766 nChanged 49
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8197778 nChanged 43
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	Iteration 92Q: 3 clusters Score -8197764 nChanged 35
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8197762 nChanged 37
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	Iteration 94Q: 3 clusters Score -8197768 nChanged 34
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8197764 nChanged 29
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	Iteration 96Q: 3 clusters Score -8197764 nChanged 26
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8197770 nChanged 26
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Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -8197770.500000 Penalty: 5241.895996
	Iteration 98Q: 3 clusters Score -8197770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -8197776.000000 Penalty: 5241.895996
	Iteration 99Q: 3 clusters Score -8197776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8197787.500000 Penalty: 5241.895996
	Iteration 100F: 3 clusters Score -8197788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8197790.000000 Penalty: 5241.895996
	Iteration 101Q: 3 clusters Score -8197790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -8197796.500000 Penalty: 5241.895996
	Iteration 102Q: 3 clusters Score -8197796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -8197800.000000 Penalty: 5241.895996
	Iteration 103Q: 3 clusters Score -8197800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -8197791.500000 Penalty: 5241.895996
	Iteration 104Q: 3 clusters Score -8197792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -8197807.000000 Penalty: 5241.895996
	Iteration 105Q: 3 clusters Score -8197807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -8197799.000000 Penalty: 5241.895996
	Iteration 106Q: 3 clusters Score -8197799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -8197798.000000 Penalty: 5241.895996
	Iteration 107Q: 3 clusters Score -8197798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -8197798.500000 Penalty: 5241.895996
	Iteration 108Q: 3 clusters Score -8197798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -8197792.000000 Penalty: 5241.895996
	Iteration 109Q: 3 clusters Score -8197792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -8197799.500000 Penalty: 5241.895996
	Iteration 110Q: 3 clusters Score -8197800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -8197802.000000 Penalty: 5241.895996
	Iteration 111Q: 3 clusters Score -8197802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -8197793.500000 Penalty: 5241.895996
	Iteration 112Q: 3 clusters Score -8197794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -8197793.000000 Penalty: 5241.895996
	Iteration 113Q: 3 clusters Score -8197793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -8197789.500000 Penalty: 5241.895996
	Iteration 114Q: 3 clusters Score -8197790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -8197795.000000 Penalty: 5241.895996
	Iteration 115Q: 3 clusters Score -8197795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -8197799.000000 Penalty: 5241.895996
	Iteration 116Q: 3 clusters Score -8197799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -8197793.000000 Penalty: 5241.895996
	Iteration 117Q: 3 clusters Score -8197793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -8197799.000000 Penalty: 5241.895996
	Iteration 118Q: 3 clusters Score -8197799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -8197795.000000 Penalty: 5241.895996
	Iteration 119Q: 3 clusters Score -8197795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -8197798.500000 Penalty: 5241.895996
	Iteration 120F: 3 clusters Score -8197798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -8197794.000000 Penalty: 5241.895996
	Iteration 121Q: 3 clusters Score -8197794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -8197797.500000 Penalty: 5241.895996
	Iteration 122Q: 3 clusters Score -8197798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -8197790.500000 Penalty: 5241.895996
	Iteration 123Q: 3 clusters Score -8197790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -8197804.500000 Penalty: 5241.895996
	Iteration 124Q: 3 clusters Score -8197804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -8197809.000000 Penalty: 5241.895996
	Iteration 125Q: 3 clusters Score -8197809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -8197796.500000 Penalty: 5241.895996
	Iteration 126Q: 3 clusters Score -8197796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -8197793.000000 Penalty: 5241.895996
	Iteration 127Q: 3 clusters Score -8197793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -8197781.500000 Penalty: 5241.895996
	Iteration 128Q: 3 clusters Score -8197782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -8197782.000000 Penalty: 5241.895996
	Iteration 129Q: 3 clusters Score -8197782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -8197788.000000 Penalty: 5241.895996
	Iteration 130Q: 3 clusters Score -8197788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -8197792.500000 Penalty: 5241.895996
	Iteration 131Q: 3 clusters Score -8197792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -8197795.000000 Penalty: 5241.895996
	Iteration 132Q: 3 clusters Score -8197795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -8197800.500000 Penalty: 5241.895996
	Iteration 133Q: 3 clusters Score -8197800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -8197796.000000 Penalty: 5241.895996
	Iteration 134Q: 3 clusters Score -8197796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -8197796.500000 Penalty: 5241.895996
	Iteration 135Q: 3 clusters Score -8197796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -8197796.500000 Penalty: 5241.895996
	Iteration 136Q: 3 clusters Score -8197796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -8197791.000000 Penalty: 5241.895996
	Iteration 137Q: 3 clusters Score -8197791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -8197796.500000 Penalty: 5241.895996
	Iteration 138Q: 3 clusters Score -8197796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -8197801.000000 Penalty: 5241.895996
	Iteration 139Q: 3 clusters Score -8197801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -8197799.500000 Penalty: 5241.895996
	Iteration 140F: 3 clusters Score -8197800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -8197800.000000 Penalty: 5241.895996
	Iteration 141Q: 3 clusters Score -8197800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -8197796.500000 Penalty: 5241.895996
	Iteration 142Q: 3 clusters Score -8197796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -8197802.500000 Penalty: 5241.895996
	Iteration 143Q: 3 clusters Score -8197802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -8197805.500000 Penalty: 5241.895996
	Iteration 144Q: 3 clusters Score -8197806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -8197806.000000 Penalty: 5241.895996
	Iteration 145Q: 3 clusters Score -8197806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -8197805.000000 Penalty: 5241.895996
	Iteration 146Q: 3 clusters Score -8197805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -8197816.000000 Penalty: 5241.895996
	Iteration 147Q: 3 clusters Score -8197816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -8197816.000000 Penalty: 5241.895996
	Iteration 148F: 3 clusters Score -8197816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 312 members 
Mstep: Class 31 contains 18635 members 
Mstep: Class 32 contains 20807 members 
Mstep: Class 33 contains 6599 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 3650 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 20537 members 
Mstep: Class 57 contains 18077 members 
Entering Unmasked Estep 
Score: -161214448.000000 Penalty: 192811.531250
Splitting cluster 32 changes total score from -161139264.000000 to -161214448.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 33 (6599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Entering Unmasked Estep 
Score: -1239165.125000 Penalty: 2181.078857
	Iteration 0F: 2 clusters Score -1239165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1233615.000000 Penalty: 4362.157715
	Iteration 0F: 3 clusters Score -1233615 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1235599.500000 Penalty: 4362.157715
	Iteration 1F: 3 clusters Score -1235600 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1236498.500000 Penalty: 4362.157715
	Iteration 2F: 3 clusters Score -1236498 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1237554.750000 Penalty: 4362.157715
	Iteration 3F: 3 clusters Score -1237555 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1238648.375000 Penalty: 4362.157715
	Iteration 4F: 3 clusters Score -1238648 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1239576.625000 Penalty: 4362.157715
	Iteration 5F: 3 clusters Score -1239577 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1240093.125000 Penalty: 4362.157715
	Iteration 6F: 3 clusters Score -1240093 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1240313.250000 Penalty: 4362.157715
	Iteration 7Q: 3 clusters Score -1240313 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1240389.000000 Penalty: 4362.157715
	Iteration 8Q: 3 clusters Score -1240389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1240418.375000 Penalty: 4362.157715
	Iteration 9Q: 3 clusters Score -1240418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1240430.000000 Penalty: 4362.157715
	Iteration 10Q: 3 clusters Score -1240430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1240440.250000 Penalty: 4362.157715
	Iteration 11Q: 3 clusters Score -1240440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1240447.000000 Penalty: 4362.157715
	Iteration 12Q: 3 clusters Score -1240447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1240453.125000 Penalty: 4362.157715
	Iteration 13Q: 3 clusters Score -1240453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1240458.875000 Penalty: 4362.157715
	Iteration 14Q: 3 clusters Score -1240459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1240463.875000 Penalty: 4362.157715
	Iteration 15Q: 3 clusters Score -1240464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1240466.875000 Penalty: 4362.157715
	Iteration 16Q: 3 clusters Score -1240467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1240467.500000 Penalty: 4362.157715
	Iteration 17Q: 3 clusters Score -1240468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1240470.000000 Penalty: 4362.157715
	Iteration 18Q: 3 clusters Score -1240470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1240468.375000 Penalty: 4362.157715
	Iteration 19Q: 3 clusters Score -1240468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1240469.375000 Penalty: 4362.157715
	Iteration 20F: 3 clusters Score -1240469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1240471.750000 Penalty: 4362.157715
	Iteration 21Q: 3 clusters Score -1240472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1240472.750000 Penalty: 4362.157715
	Iteration 22Q: 3 clusters Score -1240473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1240470.750000 Penalty: 4362.157715
	Iteration 23Q: 3 clusters Score -1240471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1240475.500000 Penalty: 4362.157715
	Iteration 24Q: 3 clusters Score -1240476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1240472.375000 Penalty: 4362.157715
	Iteration 25Q: 3 clusters Score -1240472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1240472.750000 Penalty: 4362.157715
	Iteration 26Q: 3 clusters Score -1240473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1240472.750000 Penalty: 4362.157715
	Iteration 27F: 3 clusters Score -1240473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 312 members 
Mstep: Class 31 contains 18635 members 
Mstep: Class 32 contains 20807 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 52200 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 3650 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 20537 members 
Mstep: Class 57 contains 18077 members 
Mstep: Class 58 contains 3055 members 
Entering Unmasked Estep 
Score: -161215216.000000 Penalty: 196194.187500
Splitting cluster 33 changes total score from -161139264.000000 to -161215216.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 34 (52200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Entering Unmasked Estep 
Score: -10141582.000000 Penalty: 2693.983887
	Iteration 0F: 2 clusters Score -1.014158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -10119564.000000 Penalty: 5387.967773
	Iteration 0F: 3 clusters Score -1.011956e+07 nChanged 24025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -10133140.000000 Penalty: 5387.967773
	Iteration 1F: 3 clusters Score -1.013314e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -10133716.000000 Penalty: 5387.967773
	Iteration 2Q: 3 clusters Score -1.013372e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -10134214.000000 Penalty: 5387.967773
	Iteration 3Q: 3 clusters Score -1.013421e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -10134759.000000 Penalty: 5387.967773
	Iteration 4Q: 3 clusters Score -1.013476e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -10135444.000000 Penalty: 5387.967773
	Iteration 5Q: 3 clusters Score -1.013544e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -10136281.000000 Penalty: 5387.967773
	Iteration 6Q: 3 clusters Score -1.013628e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -10137616.000000 Penalty: 5387.967773
	Iteration 7Q: 3 clusters Score -1.013762e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -10139659.000000 Penalty: 5387.967773
	Iteration 8F: 3 clusters Score -1.013966e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -10142394.000000 Penalty: 5387.967773
	Iteration 9F: 3 clusters Score -1.014239e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -10145041.000000 Penalty: 5387.967773
	Iteration 10F: 3 clusters Score -1.014504e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -10146554.000000 Penalty: 5387.967773
	Iteration 11F: 3 clusters Score -1.014655e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -10147419.000000 Penalty: 5387.967773
	Iteration 12Q: 3 clusters Score -1.014742e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -10148172.000000 Penalty: 5387.967773
	Iteration 13Q: 3 clusters Score -1.014817e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -10148839.000000 Penalty: 5387.967773
	Iteration 14Q: 3 clusters Score -1.014884e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -10149393.000000 Penalty: 5387.967773
	Iteration 15Q: 3 clusters Score -1.014939e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -10149863.000000 Penalty: 5387.967773
	Iteration 16Q: 3 clusters Score -1.014986e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -10150045.000000 Penalty: 5387.967773
	Iteration 17Q: 3 clusters Score -1.015004e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -10150176.000000 Penalty: 5387.967773
	Iteration 18Q: 3 clusters Score -1.015018e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -10150217.000000 Penalty: 5387.967773
	Iteration 19Q: 3 clusters Score -1.015022e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -10150120.000000 Penalty: 5387.967773
	Iteration 20F: 3 clusters Score -1.015012e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -10150077.000000 Penalty: 5387.967773
	Iteration 21Q: 3 clusters Score -1.015008e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -10149954.000000 Penalty: 5387.967773
	Iteration 22Q: 3 clusters Score -1.014995e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -10149895.000000 Penalty: 5387.967773
	Iteration 23Q: 3 clusters Score -1.01499e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -10149759.000000 Penalty: 5387.967773
	Iteration 24Q: 3 clusters Score -1.014976e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -10149643.000000 Penalty: 5387.967773
	Iteration 25Q: 3 clusters Score -1.014964e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -10149497.000000 Penalty: 5387.967773
	Iteration 26Q: 3 clusters Score -1.01495e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -10149311.000000 Penalty: 5387.967773
	Iteration 27Q: 3 clusters Score -1.014931e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -10149130.000000 Penalty: 5387.967773
	Iteration 28Q: 3 clusters Score -1.014913e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -10148966.000000 Penalty: 5387.967773
	Iteration 29Q: 3 clusters Score -1.014897e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -10148799.000000 Penalty: 5387.967773
	Iteration 30Q: 3 clusters Score -1.01488e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -10148713.000000 Penalty: 5387.967773
	Iteration 31Q: 3 clusters Score -1.014871e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -10148593.000000 Penalty: 5387.967773
	Iteration 32Q: 3 clusters Score -1.014859e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -10148456.000000 Penalty: 5387.967773
	Iteration 33Q: 3 clusters Score -1.014846e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -10148309.000000 Penalty: 5387.967773
	Iteration 34Q: 3 clusters Score -1.014831e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -10148105.000000 Penalty: 5387.967773
	Iteration 35Q: 3 clusters Score -1.01481e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -10147985.000000 Penalty: 5387.967773
	Iteration 36Q: 3 clusters Score -1.014798e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -10147862.000000 Penalty: 5387.967773
	Iteration 37Q: 3 clusters Score -1.014786e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -10147666.000000 Penalty: 5387.967773
	Iteration 38Q: 3 clusters Score -1.014767e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -10147559.000000 Penalty: 5387.967773
	Iteration 39Q: 3 clusters Score -1.014756e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -10147462.000000 Penalty: 5387.967773
	Iteration 40F: 3 clusters Score -1.014746e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -10147276.000000 Penalty: 5387.967773
	Iteration 41Q: 3 clusters Score -1.014728e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -10147217.000000 Penalty: 5387.967773
	Iteration 42Q: 3 clusters Score -1.014722e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -10147033.000000 Penalty: 5387.967773
	Iteration 43Q: 3 clusters Score -1.014703e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -10146909.000000 Penalty: 5387.967773
	Iteration 44Q: 3 clusters Score -1.014691e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -10146798.000000 Penalty: 5387.967773
	Iteration 45Q: 3 clusters Score -1.01468e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -10146731.000000 Penalty: 5387.967773
	Iteration 46Q: 3 clusters Score -1.014673e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -10146686.000000 Penalty: 5387.967773
	Iteration 47Q: 3 clusters Score -1.014669e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -10146587.000000 Penalty: 5387.967773
	Iteration 48Q: 3 clusters Score -1.014659e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -10146446.000000 Penalty: 5387.967773
	Iteration 49Q: 3 clusters Score -1.014645e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -10146312.000000 Penalty: 5387.967773
	Iteration 50Q: 3 clusters Score -1.014631e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -10146179.000000 Penalty: 5387.967773
	Iteration 51Q: 3 clusters Score -1.014618e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -10146064.000000 Penalty: 5387.967773
	Iteration 52Q: 3 clusters Score -1.014606e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -10145915.000000 Penalty: 5387.967773
	Iteration 53Q: 3 clusters Score -1.014592e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -10145817.000000 Penalty: 5387.967773
	Iteration 54Q: 3 clusters Score -1.014582e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -10145694.000000 Penalty: 5387.967773
	Iteration 55Q: 3 clusters Score -1.014569e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -10145594.000000 Penalty: 5387.967773
	Iteration 56Q: 3 clusters Score -1.014559e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -10145547.000000 Penalty: 5387.967773
	Iteration 57Q: 3 clusters Score -1.014555e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -10145464.000000 Penalty: 5387.967773
	Iteration 58Q: 3 clusters Score -1.014546e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -10145394.000000 Penalty: 5387.967773
	Iteration 59Q: 3 clusters Score -1.014539e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -10145327.000000 Penalty: 5387.967773
	Iteration 60F: 3 clusters Score -1.014533e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -10145272.000000 Penalty: 5387.967773
	Iteration 61Q: 3 clusters Score -1.014527e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -10145236.000000 Penalty: 5387.967773
	Iteration 62Q: 3 clusters Score -1.014524e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -10145157.000000 Penalty: 5387.967773
	Iteration 63Q: 3 clusters Score -1.014516e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -10145148.000000 Penalty: 5387.967773
	Iteration 64Q: 3 clusters Score -1.014515e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -10145105.000000 Penalty: 5387.967773
	Iteration 65Q: 3 clusters Score -1.01451e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -10145102.000000 Penalty: 5387.967773
	Iteration 66Q: 3 clusters Score -1.01451e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -10145053.000000 Penalty: 5387.967773
	Iteration 67Q: 3 clusters Score -1.014505e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -10145039.000000 Penalty: 5387.967773
	Iteration 68Q: 3 clusters Score -1.014504e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -10145029.000000 Penalty: 5387.967773
	Iteration 69Q: 3 clusters Score -1.014503e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -10144977.000000 Penalty: 5387.967773
	Iteration 70Q: 3 clusters Score -1.014498e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -10144927.000000 Penalty: 5387.967773
	Iteration 71Q: 3 clusters Score -1.014493e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -10144887.000000 Penalty: 5387.967773
	Iteration 72Q: 3 clusters Score -1.014489e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -10144851.000000 Penalty: 5387.967773
	Iteration 73Q: 3 clusters Score -1.014485e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -10144827.000000 Penalty: 5387.967773
	Iteration 74Q: 3 clusters Score -1.014483e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -10144834.000000 Penalty: 5387.967773
	Iteration 75Q: 3 clusters Score -1.014483e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -10144782.000000 Penalty: 5387.967773
	Iteration 76Q: 3 clusters Score -1.014478e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -10144746.000000 Penalty: 5387.967773
	Iteration 77Q: 3 clusters Score -1.014475e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -10144733.000000 Penalty: 5387.967773
	Iteration 78Q: 3 clusters Score -1.014473e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -10144667.000000 Penalty: 5387.967773
	Iteration 79Q: 3 clusters Score -1.014467e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -10144645.000000 Penalty: 5387.967773
	Iteration 80F: 3 clusters Score -1.014464e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -10144599.000000 Penalty: 5387.967773
	Iteration 81Q: 3 clusters Score -1.01446e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -10144562.000000 Penalty: 5387.967773
	Iteration 82Q: 3 clusters Score -1.014456e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -10144524.000000 Penalty: 5387.967773
	Iteration 83Q: 3 clusters Score -1.014452e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -10144504.000000 Penalty: 5387.967773
	Iteration 84Q: 3 clusters Score -1.01445e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -10144465.000000 Penalty: 5387.967773
	Iteration 85Q: 3 clusters Score -1.014446e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -10144392.000000 Penalty: 5387.967773
	Iteration 86Q: 3 clusters Score -1.014439e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -10144321.000000 Penalty: 5387.967773
	Iteration 87Q: 3 clusters Score -1.014432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -10144272.000000 Penalty: 5387.967773
	Iteration 88Q: 3 clusters Score -1.014427e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -10144243.000000 Penalty: 5387.967773
	Iteration 89Q: 3 clusters Score -1.014424e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -10144193.000000 Penalty: 5387.967773
	Iteration 90Q: 3 clusters Score -1.014419e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -10144164.000000 Penalty: 5387.967773
	Iteration 91Q: 3 clusters Score -1.014416e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -10144122.000000 Penalty: 5387.967773
	Iteration 92Q: 3 clusters Score -1.014412e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -10144074.000000 Penalty: 5387.967773
	Iteration 93Q: 3 clusters Score -1.014407e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -10144023.000000 Penalty: 5387.967773
	Iteration 94Q: 3 clusters Score -1.014402e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -10143944.000000 Penalty: 5387.967773
	Iteration 95Q: 3 clusters Score -1.014394e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -10143903.000000 Penalty: 5387.967773
	Iteration 96Q: 3 clusters Score -1.01439e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -10143898.000000 Penalty: 5387.967773
	Iteration 97Q: 3 clusters Score -1.01439e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -10143856.000000 Penalty: 5387.967773
	Iteration 98Q: 3 clusters Score -1.014386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -10143869.000000 Penalty: 5387.967773
	Iteration 99Q: 3 clusters Score -1.014387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -10143869.000000 Penalty: 5387.967773
	Iteration 100F: 3 clusters Score -1.014387e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -10143848.000000 Penalty: 5387.967773
	Iteration 101Q: 3 clusters Score -1.014385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -10143819.000000 Penalty: 5387.967773
	Iteration 102Q: 3 clusters Score -1.014382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -10143800.000000 Penalty: 5387.967773
	Iteration 103Q: 3 clusters Score -1.01438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -10143797.000000 Penalty: 5387.967773
	Iteration 104Q: 3 clusters Score -1.01438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -10143780.000000 Penalty: 5387.967773
	Iteration 105Q: 3 clusters Score -1.014378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -10143760.000000 Penalty: 5387.967773
	Iteration 106Q: 3 clusters Score -1.014376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -10143735.000000 Penalty: 5387.967773
	Iteration 107Q: 3 clusters Score -1.014374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -10143719.000000 Penalty: 5387.967773
	Iteration 108Q: 3 clusters Score -1.014372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -10143702.000000 Penalty: 5387.967773
	Iteration 109Q: 3 clusters Score -1.01437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -10143679.000000 Penalty: 5387.967773
	Iteration 110Q: 3 clusters Score -1.014368e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -10143675.000000 Penalty: 5387.967773
	Iteration 111Q: 3 clusters Score -1.014368e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -10143650.000000 Penalty: 5387.967773
	Iteration 112Q: 3 clusters Score -1.014365e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -10143602.000000 Penalty: 5387.967773
	Iteration 113Q: 3 clusters Score -1.01436e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -10143575.000000 Penalty: 5387.967773
	Iteration 114Q: 3 clusters Score -1.014358e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -10143535.000000 Penalty: 5387.967773
	Iteration 115Q: 3 clusters Score -1.014354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -10143505.000000 Penalty: 5387.967773
	Iteration 116Q: 3 clusters Score -1.01435e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -10143478.000000 Penalty: 5387.967773
	Iteration 117Q: 3 clusters Score -1.014348e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -10143444.000000 Penalty: 5387.967773
	Iteration 118Q: 3 clusters Score -1.014344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -10143461.000000 Penalty: 5387.967773
	Iteration 119Q: 3 clusters Score -1.014346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -10143451.000000 Penalty: 5387.967773
	Iteration 120F: 3 clusters Score -1.014345e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -10143410.000000 Penalty: 5387.967773
	Iteration 121Q: 3 clusters Score -1.014341e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -10143370.000000 Penalty: 5387.967773
	Iteration 122Q: 3 clusters Score -1.014337e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -10143345.000000 Penalty: 5387.967773
	Iteration 123Q: 3 clusters Score -1.014334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -10143309.000000 Penalty: 5387.967773
	Iteration 124Q: 3 clusters Score -1.014331e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -10143289.000000 Penalty: 5387.967773
	Iteration 125Q: 3 clusters Score -1.014329e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -10143250.000000 Penalty: 5387.967773
	Iteration 126Q: 3 clusters Score -1.014325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -10143232.000000 Penalty: 5387.967773
	Iteration 127Q: 3 clusters Score -1.014323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -10143228.000000 Penalty: 5387.967773
	Iteration 128Q: 3 clusters Score -1.014323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -10143210.000000 Penalty: 5387.967773
	Iteration 129Q: 3 clusters Score -1.014321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -10143216.000000 Penalty: 5387.967773
	Iteration 130Q: 3 clusters Score -1.014322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -10143192.000000 Penalty: 5387.967773
	Iteration 131Q: 3 clusters Score -1.014319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -10143165.000000 Penalty: 5387.967773
	Iteration 132Q: 3 clusters Score -1.014316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -10143159.000000 Penalty: 5387.967773
	Iteration 133Q: 3 clusters Score -1.014316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -10143161.000000 Penalty: 5387.967773
	Iteration 134Q: 3 clusters Score -1.014316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -10143147.000000 Penalty: 5387.967773
	Iteration 135Q: 3 clusters Score -1.014315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -10143148.000000 Penalty: 5387.967773
	Iteration 136Q: 3 clusters Score -1.014315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -10143141.000000 Penalty: 5387.967773
	Iteration 137Q: 3 clusters Score -1.014314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -10143127.000000 Penalty: 5387.967773
	Iteration 138Q: 3 clusters Score -1.014313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -10143114.000000 Penalty: 5387.967773
	Iteration 139Q: 3 clusters Score -1.014311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -10143123.000000 Penalty: 5387.967773
	Iteration 140F: 3 clusters Score -1.014312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -10143090.000000 Penalty: 5387.967773
	Iteration 141Q: 3 clusters Score -1.014309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -10143063.000000 Penalty: 5387.967773
	Iteration 142Q: 3 clusters Score -1.014306e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -10143040.000000 Penalty: 5387.967773
	Iteration 143Q: 3 clusters Score -1.014304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -10143020.000000 Penalty: 5387.967773
	Iteration 144Q: 3 clusters Score -1.014302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -10143020.000000 Penalty: 5387.967773
	Iteration 145Q: 3 clusters Score -1.014302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -10143010.000000 Penalty: 5387.967773
	Iteration 146Q: 3 clusters Score -1.014301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -10143003.000000 Penalty: 5387.967773
	Iteration 147Q: 3 clusters Score -1.0143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -10143006.000000 Penalty: 5387.967773
	Iteration 148Q: 3 clusters Score -1.014301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -10142989.000000 Penalty: 5387.967773
	Iteration 149Q: 3 clusters Score -1.014299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -10142983.000000 Penalty: 5387.967773
	Iteration 150Q: 3 clusters Score -1.014298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -10142968.000000 Penalty: 5387.967773
	Iteration 151Q: 3 clusters Score -1.014297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -10142970.000000 Penalty: 5387.967773
	Iteration 152Q: 3 clusters Score -1.014297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -10142966.000000 Penalty: 5387.967773
	Iteration 153Q: 3 clusters Score -1.014297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -10142947.000000 Penalty: 5387.967773
	Iteration 154Q: 3 clusters Score -1.014295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -10142952.000000 Penalty: 5387.967773
	Iteration 155Q: 3 clusters Score -1.014295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -10142948.000000 Penalty: 5387.967773
	Iteration 156Q: 3 clusters Score -1.014295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -10142935.000000 Penalty: 5387.967773
	Iteration 157Q: 3 clusters Score -1.014294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -10142900.000000 Penalty: 5387.967773
	Iteration 158Q: 3 clusters Score -1.01429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -10142888.000000 Penalty: 5387.967773
	Iteration 159Q: 3 clusters Score -1.014289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -10142896.000000 Penalty: 5387.967773
	Iteration 160F: 3 clusters Score -1.01429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -10142911.000000 Penalty: 5387.967773
	Iteration 161Q: 3 clusters Score -1.014291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -10142901.000000 Penalty: 5387.967773
	Iteration 162Q: 3 clusters Score -1.01429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -10142884.000000 Penalty: 5387.967773
	Iteration 163Q: 3 clusters Score -1.014288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -10142886.000000 Penalty: 5387.967773
	Iteration 164Q: 3 clusters Score -1.014289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -10142892.000000 Penalty: 5387.967773
	Iteration 165Q: 3 clusters Score -1.014289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -10142893.000000 Penalty: 5387.967773
	Iteration 166Q: 3 clusters Score -1.014289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -10142891.000000 Penalty: 5387.967773
	Iteration 167Q: 3 clusters Score -1.014289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -10142884.000000 Penalty: 5387.967773
	Iteration 168Q: 3 clusters Score -1.014288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -10142896.000000 Penalty: 5387.967773
	Iteration 169Q: 3 clusters Score -1.01429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -10142888.000000 Penalty: 5387.967773
	Iteration 170Q: 3 clusters Score -1.014289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.014289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -10142891.000000 Penalty: 5387.967773
	Iteration 172F: 3 clusters Score -1.014289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 312 members 
Mstep: Class 31 contains 18635 members 
Mstep: Class 32 contains 20807 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 9541 members 
Mstep: Class 35 contains 54369 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 3650 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 20537 members 
Mstep: Class 57 contains 18077 members 
Mstep: Class 58 contains 3055 members 
Mstep: Class 59 contains 42659 members 
Entering Unmasked Estep 
Score: -161215472.000000 Penalty: 199576.843750
Splitting cluster 34 changes total score from -161139264.000000 to -161215472.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 35 (54369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Entering Unmasked Estep 
Score: -10566226.000000 Penalty: 2704.080078
	Iteration 0F: 2 clusters Score -1.056623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -10547102.000000 Penalty: 5408.160156
	Iteration 0F: 3 clusters Score -1.05471e+07 nChanged 25237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -10561245.000000 Penalty: 5408.160156
	Iteration 1F: 3 clusters Score -1.056124e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -10561767.000000 Penalty: 5408.160156
	Iteration 2Q: 3 clusters Score -1.056177e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -10562412.000000 Penalty: 5408.160156
	Iteration 3Q: 3 clusters Score -1.056241e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -10563315.000000 Penalty: 5408.160156
	Iteration 4Q: 3 clusters Score -1.056332e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -10564541.000000 Penalty: 5408.160156
	Iteration 5F: 3 clusters Score -1.056454e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -10566520.000000 Penalty: 5408.160156
	Iteration 6F: 3 clusters Score -1.056652e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -10568773.000000 Penalty: 5408.160156
	Iteration 7F: 3 clusters Score -1.056877e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -10570594.000000 Penalty: 5408.160156
	Iteration 8F: 3 clusters Score -1.057059e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -10571321.000000 Penalty: 5408.160156
	Iteration 9Q: 3 clusters Score -1.057132e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -10571531.000000 Penalty: 5408.160156
	Iteration 10Q: 3 clusters Score -1.057153e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -10571643.000000 Penalty: 5408.160156
	Iteration 11Q: 3 clusters Score -1.057164e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -10571754.000000 Penalty: 5408.160156
	Iteration 12Q: 3 clusters Score -1.057175e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -10571859.000000 Penalty: 5408.160156
	Iteration 13Q: 3 clusters Score -1.057186e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -10571989.000000 Penalty: 5408.160156
	Iteration 14Q: 3 clusters Score -1.057199e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -10572132.000000 Penalty: 5408.160156
	Iteration 15Q: 3 clusters Score -1.057213e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -10572305.000000 Penalty: 5408.160156
	Iteration 16Q: 3 clusters Score -1.05723e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -10572534.000000 Penalty: 5408.160156
	Iteration 17Q: 3 clusters Score -1.057253e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -10572813.000000 Penalty: 5408.160156
	Iteration 18Q: 3 clusters Score -1.057281e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -10573234.000000 Penalty: 5408.160156
	Iteration 19Q: 3 clusters Score -1.057323e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -10573686.000000 Penalty: 5408.160156
	Iteration 20F: 3 clusters Score -1.057369e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -10574258.000000 Penalty: 5408.160156
	Iteration 21Q: 3 clusters Score -1.057426e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -10574970.000000 Penalty: 5408.160156
	Iteration 22Q: 3 clusters Score -1.057497e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -10575792.000000 Penalty: 5408.160156
	Iteration 23Q: 3 clusters Score -1.057579e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -10576651.000000 Penalty: 5408.160156
	Iteration 24Q: 3 clusters Score -1.057665e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -10577531.000000 Penalty: 5408.160156
	Iteration 25Q: 3 clusters Score -1.057753e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -10578203.000000 Penalty: 5408.160156
	Iteration 26Q: 3 clusters Score -1.05782e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -10578778.000000 Penalty: 5408.160156
	Iteration 27Q: 3 clusters Score -1.057878e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -10579036.000000 Penalty: 5408.160156
	Iteration 28Q: 3 clusters Score -1.057904e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -10579227.000000 Penalty: 5408.160156
	Iteration 29Q: 3 clusters Score -1.057923e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -10579263.000000 Penalty: 5408.160156
	Iteration 30Q: 3 clusters Score -1.057926e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -10579221.000000 Penalty: 5408.160156
	Iteration 31Q: 3 clusters Score -1.057922e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -10579155.000000 Penalty: 5408.160156
	Iteration 32Q: 3 clusters Score -1.057916e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -10579084.000000 Penalty: 5408.160156
	Iteration 33Q: 3 clusters Score -1.057908e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -10578946.000000 Penalty: 5408.160156
	Iteration 34Q: 3 clusters Score -1.057895e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -10578835.000000 Penalty: 5408.160156
	Iteration 35Q: 3 clusters Score -1.057884e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -10578819.000000 Penalty: 5408.160156
	Iteration 36Q: 3 clusters Score -1.057882e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -10578795.000000 Penalty: 5408.160156
	Iteration 37Q: 3 clusters Score -1.05788e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -10578761.000000 Penalty: 5408.160156
	Iteration 38Q: 3 clusters Score -1.057876e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -10578786.000000 Penalty: 5408.160156
	Iteration 39Q: 3 clusters Score -1.057879e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -10578874.000000 Penalty: 5408.160156
	Iteration 40F: 3 clusters Score -1.057887e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -10578865.000000 Penalty: 5408.160156
	Iteration 41Q: 3 clusters Score -1.057886e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -10578849.000000 Penalty: 5408.160156
	Iteration 42Q: 3 clusters Score -1.057885e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -10578809.000000 Penalty: 5408.160156
	Iteration 43Q: 3 clusters Score -1.057881e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -10578792.000000 Penalty: 5408.160156
	Iteration 44Q: 3 clusters Score -1.057879e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -10578787.000000 Penalty: 5408.160156
	Iteration 45Q: 3 clusters Score -1.057879e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -10578792.000000 Penalty: 5408.160156
	Iteration 46Q: 3 clusters Score -1.057879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -10578796.000000 Penalty: 5408.160156
	Iteration 47Q: 3 clusters Score -1.05788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -10578799.000000 Penalty: 5408.160156
	Iteration 48Q: 3 clusters Score -1.05788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -10578807.000000 Penalty: 5408.160156
	Iteration 49Q: 3 clusters Score -1.057881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -10578800.000000 Penalty: 5408.160156
	Iteration 50Q: 3 clusters Score -1.05788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -10578798.000000 Penalty: 5408.160156
	Iteration 51Q: 3 clusters Score -1.05788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -10578798.000000 Penalty: 5408.160156
	Iteration 52F: 3 clusters Score -1.05788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 312 members 
Mstep: Class 31 contains 18635 members 
Mstep: Class 32 contains 20807 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 9541 members 
Mstep: Class 35 contains 30813 members 
Mstep: Class 36 contains 24769 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 451 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 2499 members 
Mstep: Class 42 contains 49831 members 
Mstep: Class 43 contains 387 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 17339 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 36588 members 
Mstep: Class 48 contains 1301 members 
Mstep: Class 49 contains 15036 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 3650 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 404 members 
Mstep: Class 56 contains 20537 members 
Mstep: Class 57 contains 18077 members 
Mstep: Class 58 contains 3055 members 
Mstep: Class 59 contains 42659 members 
Mstep: Class 60 contains 23556 members 
Entering Unmasked Estep 
Score: -161225808.000000 Penalty: 202959.500000
Splitting cluster 35 changes total score from -161139264.000000 to -161225808.000000
So it's getting split into cluster 60.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 328 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 31134 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 68816 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 21549 members 
Mstep: Class 17 contains 6790 members 
Mstep: Class 18 contains 39431 members 
Mstep: Class 19 contains 17581 members 
Mstep: Class 20 contains 41488 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 17897 members 
Mstep: Class 23 contains 354 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 35583 members 
Mstep: Class 29 contains 992 members 
Mstep: Class 30 contains 312 members 
Mstep: Class 31 contains 18635 members 
Mstep: Class 32 contains 20807 members 
Mstep: Class 33 contains 3544 members 
Mstep: Class 34 contains 9541 members 
Mstep: Class 35 contains 30813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161253008.000000 Penalty: 202959.500000
Iteration 79Q: 61 clusters Score -1.61253e+08 nChanged 41264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 32239 members 
Mstep: Class 3 contains 375 members 
Mstep: Class 4 contains 22446 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 30113 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 35177 members 
Mstep: Class 14 contains 69632 members 
Mstep: Class 15 contains 17098 members 
Mstep: Class 16 contains 23221 members 
Mstep: Class 17 contains 6871 members 
Mstep: Class 18 contains 39196 members 
Mstep: Class 19 contains 19689 members 
Mstep: Class 20 contains 40291 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 18223 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 27 contains 32001 members 
Mstep: Class 28 contains 35016 members 
Mstep: Class 29 contains 990 members 
Mstep: Class 30 contains 315 members 
Mstep: Class 31 contains 19404 members 
Mstep: Class 32 contains 21487 members 
Mstep: Class 33 contains 3494 members 
Mstep: Class 34 contains 10646 members 
Mstep: Class 35 contains 33147 members 
Mstep: Class 36 contains 24648 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 963 members 
Mstep: Class 40 contains 1023 members 
Mstep: Class 41 contains 2549 members 
Mstep: Class 42 contains 47594 members 
Mstep: Class 43 contains 360 members 
Mstep: Class 44 contains 19057 members 
Mstep: Class 45 contains 17206 members 
Mstep: Class 46 contains 4082 members 
Mstep: Class 47 contains 35395 members 
Mstep: Class 48 contains 1174 members 
Mstep: Class 49 contains 13525 members 
Mstep: Class 50 contains 369 members 
Mstep: Class 51 contains 670 members 
Mstep: Class 52 contains 598 members 
Mstep: Class 53 contains 3627 members 
Mstep: Class 54 contains 3115 members 
Mstep: Class 55 contains 406 members 
Mstep: Class 56 contains 20675 members 
Mstep: Class 57 contains 17454 members 
Mstep: Class 58 contains 2986 members 
Mstep: Class 59 contains 40691 members 
Mstep: Class 60 contains 23938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161276448.000000 Penalty: 202959.500000
Iteration 80F: 61 clusters Score -1.612764e+08 nChanged 40480
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 34351 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 19037 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 9 contains 3715 members 
Mstep: Class 10 contains 28474 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 32939 members 
Mstep: Class 14 contains 68968 members 
Mstep: Class 15 contains 16878 members 
Mstep: Class 16 contains 22991 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 37283 members 
Mstep: Class 19 contains 20678 members 
Mstep: Class 20 contains 38970 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 16652 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 1060 members 
Mstep: Class 27 contains 30335 members 
Mstep: Class 28 contains 33332 members 
Mstep: Class 29 contains 978 members 
Mstep: Class 30 contains 293 members 
Mstep: Class 31 contains 19283 members 
Mstep: Class 32 contains 21139 members 
Mstep: Class 33 contains 3478 members 
Mstep: Class 34 contains 11309 members 
Mstep: Class 35 contains 33607 members 
Mstep: Class 36 contains 27626 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 440 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 1076 members 
Mstep: Class 41 contains 2631 members 
Mstep: Class 42 contains 48262 members 
Mstep: Class 43 contains 357 members 
Mstep: Class 44 contains 19838 members 
Mstep: Class 45 contains 17938 members 
Mstep: Class 46 contains 4044 members 
Mstep: Class 47 contains 36387 members 
Mstep: Class 48 contains 1185 members 
Mstep: Class 49 contains 14100 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 3959 members 
Mstep: Class 54 contains 3567 members 
Mstep: Class 55 contains 412 members 
Mstep: Class 56 contains 21643 members 
Mstep: Class 57 contains 17830 members 
Mstep: Class 58 contains 3119 members 
Mstep: Class 59 contains 42518 members 
Mstep: Class 60 contains 26927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161285872.000000 Penalty: 202959.500000
Iteration 81Q: 61 clusters Score -1.612859e+08 nChanged 27112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 36022 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 16818 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 3773 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 3925 members 
Mstep: Class 10 contains 27734 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 31197 members 
Mstep: Class 14 contains 68317 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 22920 members 
Mstep: Class 17 contains 6884 members 
Mstep: Class 18 contains 36211 members 
Mstep: Class 19 contains 21979 members 
Mstep: Class 20 contains 37918 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 15669 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 1061 members 
Mstep: Class 27 contains 29380 members 
Mstep: Class 28 contains 32170 members 
Mstep: Class 29 contains 973 members 
Mstep: Class 30 contains 287 members 
Mstep: Class 31 contains 19347 members 
Mstep: Class 32 contains 21064 members 
Mstep: Class 33 contains 3500 members 
Mstep: Class 34 contains 12107 members 
Mstep: Class 35 contains 34202 members 
Mstep: Class 36 contains 29820 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 442 members 
Mstep: Class 39 contains 984 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 2654 members 
Mstep: Class 42 contains 48464 members 
Mstep: Class 43 contains 363 members 
Mstep: Class 44 contains 20093 members 
Mstep: Class 45 contains 18335 members 
Mstep: Class 46 contains 4018 members 
Mstep: Class 47 contains 36199 members 
Mstep: Class 48 contains 1193 members 
Mstep: Class 49 contains 14536 members 
Mstep: Class 50 contains 358 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4098 members 
Mstep: Class 54 contains 3792 members 
Mstep: Class 55 contains 414 members 
Mstep: Class 56 contains 21711 members 
Mstep: Class 57 contains 18142 members 
Mstep: Class 58 contains 3164 members 
Mstep: Class 59 contains 43459 members 
Mstep: Class 60 contains 29122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161291856.000000 Penalty: 202959.500000
Iteration 82Q: 61 clusters Score -1.612919e+08 nChanged 22533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 37257 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 15235 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 1127 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4087 members 
Mstep: Class 10 contains 27472 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 29720 members 
Mstep: Class 14 contains 67708 members 
Mstep: Class 15 contains 16944 members 
Mstep: Class 16 contains 22810 members 
Mstep: Class 17 contains 6943 members 
Mstep: Class 18 contains 35512 members 
Mstep: Class 19 contains 23214 members 
Mstep: Class 20 contains 36906 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 14963 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 31304 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 278 members 
Mstep: Class 31 contains 19453 members 
Mstep: Class 32 contains 21087 members 
Mstep: Class 33 contains 3506 members 
Mstep: Class 34 contains 12941 members 
Mstep: Class 35 contains 34666 members 
Mstep: Class 36 contains 31618 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 989 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 2663 members 
Mstep: Class 42 contains 48448 members 
Mstep: Class 43 contains 366 members 
Mstep: Class 44 contains 20171 members 
Mstep: Class 45 contains 18564 members 
Mstep: Class 46 contains 4060 members 
Mstep: Class 47 contains 35913 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 14895 members 
Mstep: Class 50 contains 358 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4160 members 
Mstep: Class 54 contains 3948 members 
Mstep: Class 55 contains 411 members 
Mstep: Class 56 contains 21583 members 
Mstep: Class 57 contains 18493 members 
Mstep: Class 58 contains 3182 members 
Mstep: Class 59 contains 44033 members 
Mstep: Class 60 contains 30821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161295952.000000 Penalty: 202959.500000
Iteration 83Q: 61 clusters Score -1.61296e+08 nChanged 19504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 38177 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 14058 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 1150 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 4233 members 
Mstep: Class 10 contains 27353 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 28579 members 
Mstep: Class 14 contains 67210 members 
Mstep: Class 15 contains 16972 members 
Mstep: Class 16 contains 22728 members 
Mstep: Class 17 contains 6995 members 
Mstep: Class 18 contains 34976 members 
Mstep: Class 19 contains 24280 members 
Mstep: Class 20 contains 36001 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 14451 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 28293 members 
Mstep: Class 28 contains 30614 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 276 members 
Mstep: Class 31 contains 19569 members 
Mstep: Class 32 contains 21191 members 
Mstep: Class 33 contains 3517 members 
Mstep: Class 34 contains 13723 members 
Mstep: Class 35 contains 34869 members 
Mstep: Class 36 contains 33144 members 
Mstep: Class 37 contains 636 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 986 members 
Mstep: Class 40 contains 1142 members 
Mstep: Class 41 contains 2665 members 
Mstep: Class 42 contains 48339 members 
Mstep: Class 43 contains 372 members 
Mstep: Class 44 contains 20128 members 
Mstep: Class 45 contains 18660 members 
Mstep: Class 46 contains 4058 members 
Mstep: Class 47 contains 35875 members 
Mstep: Class 48 contains 1209 members 
Mstep: Class 49 contains 15211 members 
Mstep: Class 50 contains 358 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4192 members 
Mstep: Class 54 contains 4103 members 
Mstep: Class 55 contains 406 members 
Mstep: Class 56 contains 21411 members 
Mstep: Class 57 contains 18918 members 
Mstep: Class 58 contains 3189 members 
Mstep: Class 59 contains 44397 members 
Mstep: Class 60 contains 32036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299072.000000 Penalty: 202959.500000
Iteration 84Q: 61 clusters Score -1.612991e+08 nChanged 17411
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 38843 members 
Mstep: Class 3 contains 455 members 
Mstep: Class 4 contains 13088 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1162 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 4390 members 
Mstep: Class 10 contains 27220 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 27563 members 
Mstep: Class 14 contains 66729 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 22660 members 
Mstep: Class 17 contains 7028 members 
Mstep: Class 18 contains 34565 members 
Mstep: Class 19 contains 25431 members 
Mstep: Class 20 contains 35376 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 14046 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 1056 members 
Mstep: Class 27 contains 28024 members 
Mstep: Class 28 contains 29998 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 19678 members 
Mstep: Class 32 contains 21363 members 
Mstep: Class 33 contains 3540 members 
Mstep: Class 34 contains 14480 members 
Mstep: Class 35 contains 35115 members 
Mstep: Class 36 contains 34379 members 
Mstep: Class 37 contains 638 members 
Mstep: Class 38 contains 443 members 
Mstep: Class 39 contains 985 members 
Mstep: Class 40 contains 1149 members 
Mstep: Class 41 contains 2669 members 
Mstep: Class 42 contains 48182 members 
Mstep: Class 43 contains 376 members 
Mstep: Class 44 contains 20061 members 
Mstep: Class 45 contains 18697 members 
Mstep: Class 46 contains 4073 members 
Mstep: Class 47 contains 35978 members 
Mstep: Class 48 contains 1215 members 
Mstep: Class 49 contains 15500 members 
Mstep: Class 50 contains 359 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4203 members 
Mstep: Class 54 contains 4224 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 21188 members 
Mstep: Class 57 contains 19328 members 
Mstep: Class 58 contains 3183 members 
Mstep: Class 59 contains 44399 members 
Mstep: Class 60 contains 32969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302352.000000 Penalty: 202959.500000
Iteration 85Q: 61 clusters Score -1.613024e+08 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 39156 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 12289 members 
Mstep: Class 5 contains 305 members 
Mstep: Class 6 contains 1181 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 27033 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 26834 members 
Mstep: Class 14 contains 66365 members 
Mstep: Class 15 contains 16951 members 
Mstep: Class 16 contains 22577 members 
Mstep: Class 17 contains 7036 members 
Mstep: Class 18 contains 34285 members 
Mstep: Class 19 contains 26726 members 
Mstep: Class 20 contains 34849 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 13771 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 27889 members 
Mstep: Class 28 contains 29470 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 19814 members 
Mstep: Class 32 contains 21563 members 
Mstep: Class 33 contains 3561 members 
Mstep: Class 34 contains 15170 members 
Mstep: Class 35 contains 35388 members 
Mstep: Class 36 contains 35376 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 442 members 
Mstep: Class 39 contains 984 members 
Mstep: Class 40 contains 1162 members 
Mstep: Class 41 contains 2675 members 
Mstep: Class 42 contains 47978 members 
Mstep: Class 43 contains 379 members 
Mstep: Class 44 contains 19979 members 
Mstep: Class 45 contains 18678 members 
Mstep: Class 46 contains 4109 members 
Mstep: Class 47 contains 36233 members 
Mstep: Class 48 contains 1225 members 
Mstep: Class 49 contains 15791 members 
Mstep: Class 50 contains 360 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4232 members 
Mstep: Class 54 contains 4292 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 20936 members 
Mstep: Class 57 contains 19689 members 
Mstep: Class 58 contains 3171 members 
Mstep: Class 59 contains 43968 members 
Mstep: Class 60 contains 33691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304864.000000 Penalty: 202959.500000
Iteration 86Q: 61 clusters Score -1.613049e+08 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 39299 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 11554 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 3795 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 4686 members 
Mstep: Class 10 contains 26980 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 26314 members 
Mstep: Class 14 contains 66037 members 
Mstep: Class 15 contains 16946 members 
Mstep: Class 16 contains 22549 members 
Mstep: Class 17 contains 7056 members 
Mstep: Class 18 contains 34052 members 
Mstep: Class 19 contains 28097 members 
Mstep: Class 20 contains 34417 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 13558 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 1048 members 
Mstep: Class 27 contains 27733 members 
Mstep: Class 28 contains 29070 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 19979 members 
Mstep: Class 32 contains 21689 members 
Mstep: Class 33 contains 3579 members 
Mstep: Class 34 contains 15811 members 
Mstep: Class 35 contains 35497 members 
Mstep: Class 36 contains 36138 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 441 members 
Mstep: Class 39 contains 984 members 
Mstep: Class 40 contains 1165 members 
Mstep: Class 41 contains 2676 members 
Mstep: Class 42 contains 47783 members 
Mstep: Class 43 contains 380 members 
Mstep: Class 44 contains 19916 members 
Mstep: Class 45 contains 18623 members 
Mstep: Class 46 contains 4117 members 
Mstep: Class 47 contains 36665 members 
Mstep: Class 48 contains 1234 members 
Mstep: Class 49 contains 16051 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4251 members 
Mstep: Class 54 contains 4357 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 20716 members 
Mstep: Class 57 contains 19953 members 
Mstep: Class 58 contains 3152 members 
Mstep: Class 59 contains 43293 members 
Mstep: Class 60 contains 34376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307520.000000 Penalty: 202959.500000
Iteration 87Q: 61 clusters Score -1.613075e+08 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 39427 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1208 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 26913 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 26027 members 
Mstep: Class 14 contains 65746 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 22529 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 33814 members 
Mstep: Class 19 contains 29492 members 
Mstep: Class 20 contains 34066 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 13393 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 1045 members 
Mstep: Class 27 contains 27603 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 20171 members 
Mstep: Class 32 contains 21828 members 
Mstep: Class 33 contains 3586 members 
Mstep: Class 34 contains 16440 members 
Mstep: Class 35 contains 35719 members 
Mstep: Class 36 contains 36634 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 440 members 
Mstep: Class 39 contains 986 members 
Mstep: Class 40 contains 1161 members 
Mstep: Class 41 contains 2678 members 
Mstep: Class 42 contains 47598 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 19850 members 
Mstep: Class 45 contains 18566 members 
Mstep: Class 46 contains 4184 members 
Mstep: Class 47 contains 37032 members 
Mstep: Class 48 contains 1239 members 
Mstep: Class 49 contains 16224 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 625 members 
Mstep: Class 53 contains 4253 members 
Mstep: Class 54 contains 4418 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20562 members 
Mstep: Class 57 contains 20124 members 
Mstep: Class 58 contains 3145 members 
Mstep: Class 59 contains 42502 members 
Mstep: Class 60 contains 34914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309616.000000 Penalty: 202959.500000
Iteration 88Q: 61 clusters Score -1.613096e+08 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 39531 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 10387 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 1235 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 26859 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 25864 members 
Mstep: Class 14 contains 65445 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 22469 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 33555 members 
Mstep: Class 19 contains 30728 members 
Mstep: Class 20 contains 33757 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 23 contains 372 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 998 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 27477 members 
Mstep: Class 28 contains 28577 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 275 members 
Mstep: Class 31 contains 20347 members 
Mstep: Class 32 contains 22010 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 17065 members 
Mstep: Class 35 contains 35885 members 
Mstep: Class 36 contains 36918 members 
Mstep: Class 37 contains 648 members 
Mstep: Class 38 contains 440 members 
Mstep: Class 39 contains 989 members 
Mstep: Class 40 contains 1164 members 
Mstep: Class 41 contains 2678 members 
Mstep: Class 42 contains 47402 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 19729 members 
Mstep: Class 45 contains 18496 members 
Mstep: Class 46 contains 4259 members 
Mstep: Class 47 contains 37404 members 
Mstep: Class 48 contains 1242 members 
Mstep: Class 49 contains 16291 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4267 members 
Mstep: Class 54 contains 4480 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 20486 members 
Mstep: Class 57 contains 20287 members 
Mstep: Class 58 contains 3141 members 
Mstep: Class 59 contains 41692 members 
Mstep: Class 60 contains 35522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311648.000000 Penalty: 202959.500000
Iteration 89Q: 61 clusters Score -1.613116e+08 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 39524 members 
Mstep: Class 3 contains 455 members 
Mstep: Class 4 contains 9942 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 3775 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 10 contains 26822 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 25714 members 
Mstep: Class 14 contains 65190 members 
Mstep: Class 15 contains 16877 members 
Mstep: Class 16 contains 22394 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 33294 members 
Mstep: Class 19 contains 31778 members 
Mstep: Class 20 contains 33488 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 13273 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 998 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 27328 members 
Mstep: Class 28 contains 28412 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 20480 members 
Mstep: Class 32 contains 22162 members 
Mstep: Class 33 contains 3600 members 
Mstep: Class 34 contains 17677 members 
Mstep: Class 35 contains 35966 members 
Mstep: Class 36 contains 37149 members 
Mstep: Class 37 contains 650 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 993 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 47268 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 19576 members 
Mstep: Class 45 contains 18444 members 
Mstep: Class 46 contains 4374 members 
Mstep: Class 47 contains 37756 members 
Mstep: Class 48 contains 1247 members 
Mstep: Class 49 contains 16365 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4277 members 
Mstep: Class 54 contains 4538 members 
Mstep: Class 55 contains 394 members 
Mstep: Class 56 contains 20450 members 
Mstep: Class 57 contains 20503 members 
Mstep: Class 58 contains 3127 members 
Mstep: Class 59 contains 41097 members 
Mstep: Class 60 contains 36087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313008.000000 Penalty: 202959.500000
Iteration 90Q: 61 clusters Score -1.61313e+08 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 39499 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 3775 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 26838 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 25673 members 
Mstep: Class 14 contains 64977 members 
Mstep: Class 15 contains 16837 members 
Mstep: Class 16 contains 22369 members 
Mstep: Class 17 contains 7101 members 
Mstep: Class 18 contains 33029 members 
Mstep: Class 19 contains 32691 members 
Mstep: Class 20 contains 33288 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 13252 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 1000 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 27185 members 
Mstep: Class 28 contains 28225 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 20576 members 
Mstep: Class 32 contains 22248 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 18237 members 
Mstep: Class 35 contains 36016 members 
Mstep: Class 36 contains 37321 members 
Mstep: Class 37 contains 656 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 1169 members 
Mstep: Class 41 contains 2682 members 
Mstep: Class 42 contains 47143 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 19470 members 
Mstep: Class 45 contains 18381 members 
Mstep: Class 46 contains 4491 members 
Mstep: Class 47 contains 38101 members 
Mstep: Class 48 contains 1240 members 
Mstep: Class 49 contains 16449 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4287 members 
Mstep: Class 54 contains 4607 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20448 members 
Mstep: Class 57 contains 20695 members 
Mstep: Class 58 contains 3109 members 
Mstep: Class 59 contains 40584 members 
Mstep: Class 60 contains 36597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314592.000000 Penalty: 202959.500000
Iteration 91Q: 61 clusters Score -1.613146e+08 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 39403 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 9235 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 64765 members 
Mstep: Class 15 contains 16802 members 
Mstep: Class 16 contains 22363 members 
Mstep: Class 17 contains 7104 members 
Mstep: Class 18 contains 32790 members 
Mstep: Class 19 contains 33371 members 
Mstep: Class 20 contains 33142 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 13214 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 27070 members 
Mstep: Class 28 contains 28083 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 20704 members 
Mstep: Class 32 contains 22369 members 
Mstep: Class 33 contains 3608 members 
Mstep: Class 34 contains 18792 members 
Mstep: Class 35 contains 36018 members 
Mstep: Class 36 contains 37484 members 
Mstep: Class 37 contains 657 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 996 members 
Mstep: Class 40 contains 1176 members 
Mstep: Class 41 contains 2686 members 
Mstep: Class 42 contains 47076 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 19384 members 
Mstep: Class 45 contains 18290 members 
Mstep: Class 46 contains 4611 members 
Mstep: Class 47 contains 38488 members 
Mstep: Class 48 contains 1237 members 
Mstep: Class 49 contains 16533 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4288 members 
Mstep: Class 54 contains 4639 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20422 members 
Mstep: Class 57 contains 20836 members 
Mstep: Class 58 contains 3098 members 
Mstep: Class 59 contains 40182 members 
Mstep: Class 60 contains 36990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315184.000000 Penalty: 202959.500000
Iteration 92Q: 61 clusters Score -1.613152e+08 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 39284 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 8945 members 
Mstep: Class 5 contains 313 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 26782 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 25820 members 
Mstep: Class 14 contains 64563 members 
Mstep: Class 15 contains 16753 members 
Mstep: Class 16 contains 22347 members 
Mstep: Class 17 contains 7101 members 
Mstep: Class 18 contains 32526 members 
Mstep: Class 19 contains 33753 members 
Mstep: Class 20 contains 32983 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 13214 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 26941 members 
Mstep: Class 28 contains 27968 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 20880 members 
Mstep: Class 32 contains 22535 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 19328 members 
Mstep: Class 35 contains 36082 members 
Mstep: Class 36 contains 37599 members 
Mstep: Class 37 contains 657 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2690 members 
Mstep: Class 42 contains 47038 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19281 members 
Mstep: Class 45 contains 18171 members 
Mstep: Class 46 contains 4762 members 
Mstep: Class 47 contains 38745 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 16664 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4293 members 
Mstep: Class 54 contains 4668 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20375 members 
Mstep: Class 57 contains 20931 members 
Mstep: Class 58 contains 3087 members 
Mstep: Class 59 contains 39918 members 
Mstep: Class 60 contains 37480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316160.000000 Penalty: 202959.500000
Iteration 93Q: 61 clusters Score -1.613162e+08 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 8692 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 5248 members 
Mstep: Class 10 contains 26748 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 366 members 
Mstep: Class 13 contains 25906 members 
Mstep: Class 14 contains 64379 members 
Mstep: Class 15 contains 16692 members 
Mstep: Class 16 contains 22272 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 34057 members 
Mstep: Class 20 contains 32892 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 13212 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 26819 members 
Mstep: Class 28 contains 27904 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21063 members 
Mstep: Class 32 contains 22717 members 
Mstep: Class 33 contains 3615 members 
Mstep: Class 34 contains 19862 members 
Mstep: Class 35 contains 36166 members 
Mstep: Class 36 contains 37682 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 1187 members 
Mstep: Class 41 contains 2692 members 
Mstep: Class 42 contains 47000 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 19184 members 
Mstep: Class 45 contains 18059 members 
Mstep: Class 46 contains 4877 members 
Mstep: Class 47 contains 38992 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 16762 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4295 members 
Mstep: Class 54 contains 4691 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20349 members 
Mstep: Class 57 contains 21053 members 
Mstep: Class 58 contains 3079 members 
Mstep: Class 59 contains 39625 members 
Mstep: Class 60 contains 37887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317344.000000 Penalty: 202959.500000
Iteration 94Q: 61 clusters Score -1.613173e+08 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 39067 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 4 contains 8511 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 3735 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 26683 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 25997 members 
Mstep: Class 14 contains 64252 members 
Mstep: Class 15 contains 16660 members 
Mstep: Class 16 contains 22188 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 32064 members 
Mstep: Class 19 contains 34332 members 
Mstep: Class 20 contains 32789 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 13198 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 1025 members 
Mstep: Class 27 contains 26707 members 
Mstep: Class 28 contains 27823 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21209 members 
Mstep: Class 32 contains 22916 members 
Mstep: Class 33 contains 3619 members 
Mstep: Class 34 contains 20369 members 
Mstep: Class 35 contains 36258 members 
Mstep: Class 36 contains 37780 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 46945 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 19094 members 
Mstep: Class 45 contains 17970 members 
Mstep: Class 46 contains 4971 members 
Mstep: Class 47 contains 39291 members 
Mstep: Class 48 contains 1227 members 
Mstep: Class 49 contains 16846 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4298 members 
Mstep: Class 54 contains 4708 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20301 members 
Mstep: Class 57 contains 21173 members 
Mstep: Class 58 contains 3066 members 
Mstep: Class 59 contains 39385 members 
Mstep: Class 60 contains 38228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318304.000000 Penalty: 202959.500000
Iteration 95Q: 61 clusters Score -1.613183e+08 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 38960 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 8338 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 26640 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 26132 members 
Mstep: Class 14 contains 64079 members 
Mstep: Class 15 contains 16630 members 
Mstep: Class 16 contains 22124 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 31824 members 
Mstep: Class 19 contains 34519 members 
Mstep: Class 20 contains 32731 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 13184 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 26587 members 
Mstep: Class 28 contains 27760 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21339 members 
Mstep: Class 32 contains 23051 members 
Mstep: Class 33 contains 3622 members 
Mstep: Class 34 contains 20795 members 
Mstep: Class 35 contains 36234 members 
Mstep: Class 36 contains 37879 members 
Mstep: Class 37 contains 656 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 986 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 46872 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 19056 members 
Mstep: Class 45 contains 17889 members 
Mstep: Class 46 contains 5079 members 
Mstep: Class 47 contains 39656 members 
Mstep: Class 48 contains 1226 members 
Mstep: Class 49 contains 16894 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4301 members 
Mstep: Class 54 contains 4728 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20288 members 
Mstep: Class 57 contains 21284 members 
Mstep: Class 58 contains 3053 members 
Mstep: Class 59 contains 39239 members 
Mstep: Class 60 contains 38565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318784.000000 Penalty: 202959.500000
Iteration 96Q: 61 clusters Score -1.613188e+08 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 38850 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 8158 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 26633 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 26296 members 
Mstep: Class 14 contains 63953 members 
Mstep: Class 15 contains 16637 members 
Mstep: Class 16 contains 22115 members 
Mstep: Class 17 contains 7142 members 
Mstep: Class 18 contains 31650 members 
Mstep: Class 19 contains 34695 members 
Mstep: Class 20 contains 32670 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 13200 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 26466 members 
Mstep: Class 28 contains 27732 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21439 members 
Mstep: Class 32 contains 23160 members 
Mstep: Class 33 contains 3624 members 
Mstep: Class 34 contains 21159 members 
Mstep: Class 35 contains 36220 members 
Mstep: Class 36 contains 37917 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 46772 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 18992 members 
Mstep: Class 45 contains 17819 members 
Mstep: Class 46 contains 5162 members 
Mstep: Class 47 contains 40048 members 
Mstep: Class 48 contains 1223 members 
Mstep: Class 49 contains 16926 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4297 members 
Mstep: Class 54 contains 4749 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20249 members 
Mstep: Class 57 contains 21408 members 
Mstep: Class 58 contains 3046 members 
Mstep: Class 59 contains 39110 members 
Mstep: Class 60 contains 38801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319376.000000 Penalty: 202959.500000
Iteration 97Q: 61 clusters Score -1.613194e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 38754 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 26606 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 26481 members 
Mstep: Class 14 contains 63786 members 
Mstep: Class 15 contains 16674 members 
Mstep: Class 16 contains 22080 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 31490 members 
Mstep: Class 19 contains 34797 members 
Mstep: Class 20 contains 32618 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 13251 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 26375 members 
Mstep: Class 28 contains 27730 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21494 members 
Mstep: Class 32 contains 23245 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 21514 members 
Mstep: Class 35 contains 36198 members 
Mstep: Class 36 contains 38005 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 996 members 
Mstep: Class 40 contains 1189 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 46659 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 18919 members 
Mstep: Class 45 contains 17743 members 
Mstep: Class 46 contains 5269 members 
Mstep: Class 47 contains 40347 members 
Mstep: Class 48 contains 1224 members 
Mstep: Class 49 contains 16940 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4301 members 
Mstep: Class 54 contains 4761 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20230 members 
Mstep: Class 57 contains 21572 members 
Mstep: Class 58 contains 3038 members 
Mstep: Class 59 contains 39020 members 
Mstep: Class 60 contains 39003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320256.000000 Penalty: 202959.500000
Iteration 98Q: 61 clusters Score -1.613203e+08 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 38682 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 26536 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 26736 members 
Mstep: Class 14 contains 63580 members 
Mstep: Class 15 contains 16712 members 
Mstep: Class 16 contains 22032 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 31308 members 
Mstep: Class 19 contains 34830 members 
Mstep: Class 20 contains 32576 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 13281 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1009 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 26308 members 
Mstep: Class 28 contains 27743 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21524 members 
Mstep: Class 32 contains 23272 members 
Mstep: Class 33 contains 3627 members 
Mstep: Class 34 contains 21845 members 
Mstep: Class 35 contains 36278 members 
Mstep: Class 36 contains 38051 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 999 members 
Mstep: Class 40 contains 1189 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 46518 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 18853 members 
Mstep: Class 45 contains 17674 members 
Mstep: Class 46 contains 5377 members 
Mstep: Class 47 contains 40614 members 
Mstep: Class 48 contains 1225 members 
Mstep: Class 49 contains 16941 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4306 members 
Mstep: Class 54 contains 4778 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20268 members 
Mstep: Class 57 contains 21752 members 
Mstep: Class 58 contains 3029 members 
Mstep: Class 59 contains 38981 members 
Mstep: Class 60 contains 39191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320592.000000 Penalty: 202959.500000
Iteration 99Q: 61 clusters Score -1.613206e+08 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 38590 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 1479 members 
Mstep: Class 7 contains 3690 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 26516 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 26962 members 
Mstep: Class 14 contains 63417 members 
Mstep: Class 15 contains 16725 members 
Mstep: Class 16 contains 21989 members 
Mstep: Class 17 contains 7188 members 
Mstep: Class 18 contains 31141 members 
Mstep: Class 19 contains 34826 members 
Mstep: Class 20 contains 32528 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 13340 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 26250 members 
Mstep: Class 28 contains 27750 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21569 members 
Mstep: Class 32 contains 23337 members 
Mstep: Class 33 contains 3632 members 
Mstep: Class 34 contains 22171 members 
Mstep: Class 35 contains 36317 members 
Mstep: Class 36 contains 38123 members 
Mstep: Class 37 contains 654 members 
Mstep: Class 38 contains 439 members 
Mstep: Class 39 contains 1004 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 46383 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 18831 members 
Mstep: Class 45 contains 17589 members 
Mstep: Class 46 contains 5449 members 
Mstep: Class 47 contains 40895 members 
Mstep: Class 48 contains 1226 members 
Mstep: Class 49 contains 16919 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4313 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20296 members 
Mstep: Class 57 contains 21872 members 
Mstep: Class 58 contains 3019 members 
Mstep: Class 59 contains 38966 members 
Mstep: Class 60 contains 39382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321360.000000 Penalty: 202959.500000
Iteration 100F: 61 clusters Score -1.613214e+08 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 38672 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 7578 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 26510 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 27160 members 
Mstep: Class 14 contains 63236 members 
Mstep: Class 15 contains 16714 members 
Mstep: Class 16 contains 21945 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 30821 members 
Mstep: Class 19 contains 35362 members 
Mstep: Class 20 contains 32279 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 13413 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 26171 members 
Mstep: Class 28 contains 27720 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21589 members 
Mstep: Class 32 contains 23426 members 
Mstep: Class 33 contains 3633 members 
Mstep: Class 34 contains 22610 members 
Mstep: Class 35 contains 36313 members 
Mstep: Class 36 contains 38219 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 443 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 46261 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18830 members 
Mstep: Class 45 contains 17483 members 
Mstep: Class 46 contains 5525 members 
Mstep: Class 47 contains 41176 members 
Mstep: Class 48 contains 1220 members 
Mstep: Class 49 contains 17022 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4321 members 
Mstep: Class 54 contains 4826 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20322 members 
Mstep: Class 57 contains 21992 members 
Mstep: Class 58 contains 3013 members 
Mstep: Class 59 contains 38484 members 
Mstep: Class 60 contains 39610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322496.000000 Penalty: 202959.500000
Iteration 101Q: 61 clusters Score -1.613225e+08 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 38652 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 7426 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 26514 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 27417 members 
Mstep: Class 14 contains 63076 members 
Mstep: Class 15 contains 16739 members 
Mstep: Class 16 contains 21908 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 30582 members 
Mstep: Class 19 contains 35668 members 
Mstep: Class 20 contains 32160 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 13480 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 26094 members 
Mstep: Class 28 contains 27660 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 21579 members 
Mstep: Class 32 contains 23504 members 
Mstep: Class 33 contains 3634 members 
Mstep: Class 34 contains 23032 members 
Mstep: Class 35 contains 36411 members 
Mstep: Class 36 contains 38279 members 
Mstep: Class 37 contains 647 members 
Mstep: Class 38 contains 443 members 
Mstep: Class 39 contains 1015 members 
Mstep: Class 40 contains 1199 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 46090 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18816 members 
Mstep: Class 45 contains 17377 members 
Mstep: Class 46 contains 5591 members 
Mstep: Class 47 contains 41299 members 
Mstep: Class 48 contains 1220 members 
Mstep: Class 49 contains 17123 members 
Mstep: Class 50 contains 346 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4321 members 
Mstep: Class 54 contains 4834 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20367 members 
Mstep: Class 57 contains 22105 members 
Mstep: Class 58 contains 3013 members 
Mstep: Class 59 contains 38209 members 
Mstep: Class 60 contains 39847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322928.000000 Penalty: 202959.500000
Iteration 102Q: 61 clusters Score -1.613229e+08 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 38585 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 7252 members 
Mstep: Class 5 contains 309 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 883 members 
Mstep: Class 9 contains 5406 members 
Mstep: Class 10 contains 26527 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 27694 members 
Mstep: Class 14 contains 62872 members 
Mstep: Class 15 contains 16807 members 
Mstep: Class 16 contains 21862 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 30356 members 
Mstep: Class 19 contains 35906 members 
Mstep: Class 20 contains 32098 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 13561 members 
Mstep: Class 23 contains 376 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1009 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 26003 members 
Mstep: Class 28 contains 27619 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 21591 members 
Mstep: Class 32 contains 23550 members 
Mstep: Class 33 contains 3639 members 
Mstep: Class 34 contains 23423 members 
Mstep: Class 35 contains 36404 members 
Mstep: Class 36 contains 38349 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1207 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 45956 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18792 members 
Mstep: Class 45 contains 17270 members 
Mstep: Class 46 contains 5667 members 
Mstep: Class 47 contains 41448 members 
Mstep: Class 48 contains 1221 members 
Mstep: Class 49 contains 17185 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4322 members 
Mstep: Class 54 contains 4852 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20417 members 
Mstep: Class 57 contains 22245 members 
Mstep: Class 58 contains 3005 members 
Mstep: Class 59 contains 37993 members 
Mstep: Class 60 contains 40116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323888.000000 Penalty: 202959.500000
Iteration 103Q: 61 clusters Score -1.613239e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 38515 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 27914 members 
Mstep: Class 14 contains 62701 members 
Mstep: Class 15 contains 16877 members 
Mstep: Class 16 contains 21825 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 30074 members 
Mstep: Class 19 contains 36088 members 
Mstep: Class 20 contains 31985 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 13652 members 
Mstep: Class 23 contains 379 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 25904 members 
Mstep: Class 28 contains 27584 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 21589 members 
Mstep: Class 32 contains 23555 members 
Mstep: Class 33 contains 3636 members 
Mstep: Class 34 contains 23866 members 
Mstep: Class 35 contains 36508 members 
Mstep: Class 36 contains 38360 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1023 members 
Mstep: Class 40 contains 1215 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 45834 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18744 members 
Mstep: Class 45 contains 17190 members 
Mstep: Class 46 contains 5744 members 
Mstep: Class 47 contains 41506 members 
Mstep: Class 48 contains 1220 members 
Mstep: Class 49 contains 17281 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4321 members 
Mstep: Class 54 contains 4870 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20471 members 
Mstep: Class 57 contains 22404 members 
Mstep: Class 58 contains 2998 members 
Mstep: Class 59 contains 37856 members 
Mstep: Class 60 contains 40337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324992.000000 Penalty: 202959.500000
Iteration 104Q: 61 clusters Score -1.61325e+08 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 38436 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 3666 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 26652 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 28149 members 
Mstep: Class 14 contains 62468 members 
Mstep: Class 15 contains 16937 members 
Mstep: Class 16 contains 21781 members 
Mstep: Class 17 contains 7204 members 
Mstep: Class 18 contains 29665 members 
Mstep: Class 19 contains 36201 members 
Mstep: Class 20 contains 31913 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 13742 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1014 members 
Mstep: Class 26 contains 1014 members 
Mstep: Class 27 contains 25773 members 
Mstep: Class 28 contains 27585 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 21579 members 
Mstep: Class 32 contains 23594 members 
Mstep: Class 33 contains 3640 members 
Mstep: Class 34 contains 24433 members 
Mstep: Class 35 contains 36685 members 
Mstep: Class 36 contains 38379 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1028 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 45734 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18681 members 
Mstep: Class 45 contains 17111 members 
Mstep: Class 46 contains 5804 members 
Mstep: Class 47 contains 41513 members 
Mstep: Class 48 contains 1217 members 
Mstep: Class 49 contains 17375 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4320 members 
Mstep: Class 54 contains 4889 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20515 members 
Mstep: Class 57 contains 22567 members 
Mstep: Class 58 contains 2989 members 
Mstep: Class 59 contains 37794 members 
Mstep: Class 60 contains 40462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326368.000000 Penalty: 202959.500000
Iteration 105Q: 61 clusters Score -1.613264e+08 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 38398 members 
Mstep: Class 3 contains 489 members 
Mstep: Class 4 contains 6729 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1565 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 26745 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 28358 members 
Mstep: Class 14 contains 62273 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 21773 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 29226 members 
Mstep: Class 19 contains 36308 members 
Mstep: Class 20 contains 31867 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 13810 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 1015 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 25637 members 
Mstep: Class 28 contains 27580 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 21555 members 
Mstep: Class 32 contains 23596 members 
Mstep: Class 33 contains 3648 members 
Mstep: Class 34 contains 25011 members 
Mstep: Class 35 contains 36802 members 
Mstep: Class 36 contains 38373 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1030 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 45644 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18652 members 
Mstep: Class 45 contains 17021 members 
Mstep: Class 46 contains 5881 members 
Mstep: Class 47 contains 41509 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 17459 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4326 members 
Mstep: Class 54 contains 4887 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20555 members 
Mstep: Class 57 contains 22758 members 
Mstep: Class 58 contains 2972 members 
Mstep: Class 59 contains 37812 members 
Mstep: Class 60 contains 40561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327344.000000 Penalty: 202959.500000
Iteration 106Q: 61 clusters Score -1.613273e+08 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 38397 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 6587 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 26824 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 62057 members 
Mstep: Class 15 contains 16973 members 
Mstep: Class 16 contains 21767 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 28725 members 
Mstep: Class 19 contains 36407 members 
Mstep: Class 20 contains 31810 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 13869 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 25529 members 
Mstep: Class 28 contains 27610 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 21557 members 
Mstep: Class 32 contains 23544 members 
Mstep: Class 33 contains 3649 members 
Mstep: Class 34 contains 25660 members 
Mstep: Class 35 contains 36896 members 
Mstep: Class 36 contains 38337 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1034 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 45511 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18633 members 
Mstep: Class 45 contains 16926 members 
Mstep: Class 46 contains 5941 members 
Mstep: Class 47 contains 41456 members 
Mstep: Class 48 contains 1216 members 
Mstep: Class 49 contains 17492 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4325 members 
Mstep: Class 54 contains 4888 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20652 members 
Mstep: Class 57 contains 22953 members 
Mstep: Class 58 contains 2964 members 
Mstep: Class 59 contains 37852 members 
Mstep: Class 60 contains 40673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328000.000000 Penalty: 202959.500000
Iteration 107Q: 61 clusters Score -1.61328e+08 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 38396 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 26902 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 28693 members 
Mstep: Class 14 contains 61855 members 
Mstep: Class 15 contains 16935 members 
Mstep: Class 16 contains 21756 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 28130 members 
Mstep: Class 19 contains 36460 members 
Mstep: Class 20 contains 31729 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 13942 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 25421 members 
Mstep: Class 28 contains 27624 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21555 members 
Mstep: Class 32 contains 23519 members 
Mstep: Class 33 contains 3651 members 
Mstep: Class 34 contains 26415 members 
Mstep: Class 35 contains 37056 members 
Mstep: Class 36 contains 38296 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1036 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 2707 members 
Mstep: Class 42 contains 45429 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18663 members 
Mstep: Class 45 contains 16818 members 
Mstep: Class 46 contains 6004 members 
Mstep: Class 47 contains 41413 members 
Mstep: Class 48 contains 1213 members 
Mstep: Class 49 contains 17473 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4326 members 
Mstep: Class 54 contains 4897 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 20770 members 
Mstep: Class 57 contains 23082 members 
Mstep: Class 58 contains 2951 members 
Mstep: Class 59 contains 37925 members 
Mstep: Class 60 contains 40711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328352.000000 Penalty: 202959.500000
Iteration 108Q: 61 clusters Score -1.613284e+08 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 38400 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 26979 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 61683 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 21755 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 27493 members 
Mstep: Class 19 contains 36557 members 
Mstep: Class 20 contains 31660 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 14045 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1019 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 25319 members 
Mstep: Class 28 contains 27651 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21551 members 
Mstep: Class 32 contains 23446 members 
Mstep: Class 33 contains 3650 members 
Mstep: Class 34 contains 27147 members 
Mstep: Class 35 contains 37137 members 
Mstep: Class 36 contains 38263 members 
Mstep: Class 37 contains 639 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 2708 members 
Mstep: Class 42 contains 45360 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18664 members 
Mstep: Class 45 contains 16708 members 
Mstep: Class 46 contains 6053 members 
Mstep: Class 47 contains 41328 members 
Mstep: Class 48 contains 1209 members 
Mstep: Class 49 contains 17418 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4329 members 
Mstep: Class 54 contains 4905 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 20919 members 
Mstep: Class 57 contains 23244 members 
Mstep: Class 58 contains 2943 members 
Mstep: Class 59 contains 37996 members 
Mstep: Class 60 contains 40759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329040.000000 Penalty: 202959.500000
Iteration 109Q: 61 clusters Score -1.61329e+08 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 38353 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 6261 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 27085 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 28946 members 
Mstep: Class 14 contains 61473 members 
Mstep: Class 15 contains 16868 members 
Mstep: Class 16 contains 21760 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 27002 members 
Mstep: Class 19 contains 36736 members 
Mstep: Class 20 contains 31575 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 14154 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 25216 members 
Mstep: Class 28 contains 27689 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 21471 members 
Mstep: Class 32 contains 23372 members 
Mstep: Class 33 contains 3656 members 
Mstep: Class 34 contains 27832 members 
Mstep: Class 35 contains 37232 members 
Mstep: Class 36 contains 38321 members 
Mstep: Class 37 contains 639 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1046 members 
Mstep: Class 40 contains 1240 members 
Mstep: Class 41 contains 2709 members 
Mstep: Class 42 contains 45297 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18699 members 
Mstep: Class 45 contains 16619 members 
Mstep: Class 46 contains 6103 members 
Mstep: Class 47 contains 41142 members 
Mstep: Class 48 contains 1205 members 
Mstep: Class 49 contains 17387 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4328 members 
Mstep: Class 54 contains 4911 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 21092 members 
Mstep: Class 57 contains 23397 members 
Mstep: Class 58 contains 2936 members 
Mstep: Class 59 contains 38027 members 
Mstep: Class 60 contains 40759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329328.000000 Penalty: 202959.500000
Iteration 110Q: 61 clusters Score -1.613293e+08 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 38320 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 6182 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 27184 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 29043 members 
Mstep: Class 14 contains 61256 members 
Mstep: Class 15 contains 16853 members 
Mstep: Class 16 contains 21736 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 26474 members 
Mstep: Class 19 contains 36885 members 
Mstep: Class 20 contains 31504 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 14262 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 25144 members 
Mstep: Class 28 contains 27741 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 21417 members 
Mstep: Class 32 contains 23314 members 
Mstep: Class 33 contains 3671 members 
Mstep: Class 34 contains 28500 members 
Mstep: Class 35 contains 37338 members 
Mstep: Class 36 contains 38355 members 
Mstep: Class 37 contains 639 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1049 members 
Mstep: Class 40 contains 1243 members 
Mstep: Class 41 contains 2709 members 
Mstep: Class 42 contains 45231 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18716 members 
Mstep: Class 45 contains 16547 members 
Mstep: Class 46 contains 6129 members 
Mstep: Class 47 contains 41045 members 
Mstep: Class 48 contains 1202 members 
Mstep: Class 49 contains 17317 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4326 members 
Mstep: Class 54 contains 4907 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 21273 members 
Mstep: Class 57 contains 23539 members 
Mstep: Class 58 contains 2923 members 
Mstep: Class 59 contains 38045 members 
Mstep: Class 60 contains 40719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330064.000000 Penalty: 202959.500000
Iteration 111Q: 61 clusters Score -1.613301e+08 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 38256 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 6111 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 5413 members 
Mstep: Class 10 contains 27249 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29131 members 
Mstep: Class 14 contains 61063 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 16 contains 21707 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 26021 members 
Mstep: Class 19 contains 36979 members 
Mstep: Class 20 contains 31481 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 14390 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 1002 members 
Mstep: Class 27 contains 25037 members 
Mstep: Class 28 contains 27784 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 21328 members 
Mstep: Class 32 contains 23230 members 
Mstep: Class 33 contains 3684 members 
Mstep: Class 34 contains 29118 members 
Mstep: Class 35 contains 37372 members 
Mstep: Class 36 contains 38347 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1052 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 45180 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18726 members 
Mstep: Class 45 contains 16465 members 
Mstep: Class 46 contains 6167 members 
Mstep: Class 47 contains 41033 members 
Mstep: Class 48 contains 1203 members 
Mstep: Class 49 contains 17249 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4327 members 
Mstep: Class 54 contains 4903 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 21473 members 
Mstep: Class 57 contains 23670 members 
Mstep: Class 58 contains 2916 members 
Mstep: Class 59 contains 38030 members 
Mstep: Class 60 contains 40774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329744.000000 Penalty: 202959.500000
Iteration 112Q: 61 clusters Score -1.613297e+08 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 38196 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 27354 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 29209 members 
Mstep: Class 14 contains 60893 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 21690 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 25691 members 
Mstep: Class 19 contains 37100 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 14556 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 24941 members 
Mstep: Class 28 contains 27812 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 21244 members 
Mstep: Class 32 contains 23205 members 
Mstep: Class 33 contains 3705 members 
Mstep: Class 34 contains 29640 members 
Mstep: Class 35 contains 37414 members 
Mstep: Class 36 contains 38328 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1053 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 45086 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18766 members 
Mstep: Class 45 contains 16398 members 
Mstep: Class 46 contains 6189 members 
Mstep: Class 47 contains 41040 members 
Mstep: Class 48 contains 1206 members 
Mstep: Class 49 contains 17131 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4328 members 
Mstep: Class 54 contains 4916 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 21618 members 
Mstep: Class 57 contains 23752 members 
Mstep: Class 58 contains 2898 members 
Mstep: Class 59 contains 37940 members 
Mstep: Class 60 contains 40786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330768.000000 Penalty: 202959.500000
Iteration 113Q: 61 clusters Score -1.613308e+08 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 38185 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 5953 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 29226 members 
Mstep: Class 14 contains 60717 members 
Mstep: Class 15 contains 16909 members 
Mstep: Class 16 contains 21681 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 25527 members 
Mstep: Class 19 contains 37234 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 14735 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 24872 members 
Mstep: Class 28 contains 27872 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 21164 members 
Mstep: Class 32 contains 23185 members 
Mstep: Class 33 contains 3718 members 
Mstep: Class 34 contains 30027 members 
Mstep: Class 35 contains 37454 members 
Mstep: Class 36 contains 38314 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1054 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 45005 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18749 members 
Mstep: Class 45 contains 16350 members 
Mstep: Class 46 contains 6231 members 
Mstep: Class 47 contains 41009 members 
Mstep: Class 48 contains 1206 members 
Mstep: Class 49 contains 17056 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4333 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 21746 members 
Mstep: Class 57 contains 23824 members 
Mstep: Class 58 contains 2886 members 
Mstep: Class 59 contains 37810 members 
Mstep: Class 60 contains 40774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331184.000000 Penalty: 202959.500000
Iteration 114Q: 61 clusters Score -1.613312e+08 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 38127 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 5870 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 27522 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 29242 members 
Mstep: Class 14 contains 60531 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 21671 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25422 members 
Mstep: Class 19 contains 37306 members 
Mstep: Class 20 contains 31407 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 14892 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 24825 members 
Mstep: Class 28 contains 27941 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 21113 members 
Mstep: Class 32 contains 23203 members 
Mstep: Class 33 contains 3738 members 
Mstep: Class 34 contains 30345 members 
Mstep: Class 35 contains 37484 members 
Mstep: Class 36 contains 38313 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1057 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44916 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18764 members 
Mstep: Class 45 contains 16287 members 
Mstep: Class 46 contains 6284 members 
Mstep: Class 47 contains 41035 members 
Mstep: Class 48 contains 1206 members 
Mstep: Class 49 contains 16985 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4331 members 
Mstep: Class 54 contains 4908 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 21861 members 
Mstep: Class 57 contains 23879 members 
Mstep: Class 58 contains 2871 members 
Mstep: Class 59 contains 37670 members 
Mstep: Class 60 contains 40751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330656.000000 Penalty: 202959.500000
Iteration 115Q: 61 clusters Score -1.613307e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 38059 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 27584 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 29271 members 
Mstep: Class 14 contains 60372 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 21671 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 25334 members 
Mstep: Class 19 contains 37454 members 
Mstep: Class 20 contains 31382 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 15053 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24775 members 
Mstep: Class 28 contains 28002 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 23215 members 
Mstep: Class 33 contains 3753 members 
Mstep: Class 34 contains 30543 members 
Mstep: Class 35 contains 37501 members 
Mstep: Class 36 contains 38303 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1058 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44828 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18802 members 
Mstep: Class 45 contains 16253 members 
Mstep: Class 46 contains 6340 members 
Mstep: Class 47 contains 40962 members 
Mstep: Class 48 contains 1206 members 
Mstep: Class 49 contains 16877 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4335 members 
Mstep: Class 54 contains 4907 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 21941 members 
Mstep: Class 57 contains 23926 members 
Mstep: Class 58 contains 2863 members 
Mstep: Class 59 contains 37608 members 
Mstep: Class 60 contains 40785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330992.000000 Penalty: 202959.500000
Iteration 116Q: 61 clusters Score -1.61331e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 38033 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5406 members 
Mstep: Class 10 contains 27674 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 29325 members 
Mstep: Class 14 contains 60205 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 21668 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 18 contains 25281 members 
Mstep: Class 19 contains 37562 members 
Mstep: Class 20 contains 31367 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 15200 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 24690 members 
Mstep: Class 28 contains 28053 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 21021 members 
Mstep: Class 32 contains 23202 members 
Mstep: Class 33 contains 3768 members 
Mstep: Class 34 contains 30691 members 
Mstep: Class 35 contains 37512 members 
Mstep: Class 36 contains 38220 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44770 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18869 members 
Mstep: Class 45 contains 16195 members 
Mstep: Class 46 contains 6367 members 
Mstep: Class 47 contains 40897 members 
Mstep: Class 48 contains 1205 members 
Mstep: Class 49 contains 16813 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4338 members 
Mstep: Class 54 contains 4909 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22033 members 
Mstep: Class 57 contains 24008 members 
Mstep: Class 58 contains 2847 members 
Mstep: Class 59 contains 37504 members 
Mstep: Class 60 contains 40857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331504.000000 Penalty: 202959.500000
Iteration 117Q: 61 clusters Score -1.613315e+08 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 38032 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 5685 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1642 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 27762 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 29375 members 
Mstep: Class 14 contains 60048 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 21660 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 18 contains 25288 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 31349 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 15304 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 24592 members 
Mstep: Class 28 contains 28078 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 20960 members 
Mstep: Class 32 contains 23228 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 30821 members 
Mstep: Class 35 contains 37510 members 
Mstep: Class 36 contains 38175 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44731 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18916 members 
Mstep: Class 45 contains 16146 members 
Mstep: Class 46 contains 6388 members 
Mstep: Class 47 contains 40898 members 
Mstep: Class 48 contains 1203 members 
Mstep: Class 49 contains 16757 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4344 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22120 members 
Mstep: Class 57 contains 24062 members 
Mstep: Class 58 contains 2835 members 
Mstep: Class 59 contains 37368 members 
Mstep: Class 60 contains 40883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331920.000000 Penalty: 202959.500000
Iteration 118Q: 61 clusters Score -1.613319e+08 nChanged 3796
Entering ConstructFrom: 
Score: -161331920.000000 Penalty: 202959.500000
Entering ConstructFrom: 
Trying to split cluster 1 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -1265412.750000 Penalty: 2185.178711
	Iteration 0F: 2 clusters Score -1265413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1259832.125000 Penalty: 4370.357422
	Iteration 0F: 3 clusters Score -1259832 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1261276.875000 Penalty: 4370.357422
	Iteration 1F: 3 clusters Score -1261277 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1261522.000000 Penalty: 4370.357422
	Iteration 2F: 3 clusters Score -1261522 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1261704.875000 Penalty: 4370.357422
	Iteration 3F: 3 clusters Score -1261705 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1261823.375000 Penalty: 4370.357422
	Iteration 4Q: 3 clusters Score -1261823 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1261911.750000 Penalty: 4370.357422
	Iteration 5Q: 3 clusters Score -1261912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1261990.750000 Penalty: 4370.357422
	Iteration 6Q: 3 clusters Score -1261991 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1262066.875000 Penalty: 4370.357422
	Iteration 7Q: 3 clusters Score -1262067 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1262134.000000 Penalty: 4370.357422
	Iteration 8Q: 3 clusters Score -1262134 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1262193.750000 Penalty: 4370.357422
	Iteration 9Q: 3 clusters Score -1262194 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1262257.875000 Penalty: 4370.357422
	Iteration 10Q: 3 clusters Score -1262258 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1262313.125000 Penalty: 4370.357422
	Iteration 11Q: 3 clusters Score -1262313 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1262370.625000 Penalty: 4370.357422
	Iteration 12Q: 3 clusters Score -1262371 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1262429.125000 Penalty: 4370.357422
	Iteration 13Q: 3 clusters Score -1262429 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1262479.500000 Penalty: 4370.357422
	Iteration 14Q: 3 clusters Score -1262480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1262550.375000 Penalty: 4370.357422
	Iteration 15Q: 3 clusters Score -1262550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1262634.375000 Penalty: 4370.357422
	Iteration 16Q: 3 clusters Score -1262634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1262709.125000 Penalty: 4370.357422
	Iteration 17Q: 3 clusters Score -1262709 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1262772.125000 Penalty: 4370.357422
	Iteration 18Q: 3 clusters Score -1262772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1262824.000000 Penalty: 4370.357422
	Iteration 19Q: 3 clusters Score -1262824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1262869.750000 Penalty: 4370.357422
	Iteration 20F: 3 clusters Score -1262870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1262918.250000 Penalty: 4370.357422
	Iteration 21Q: 3 clusters Score -1262918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1262966.500000 Penalty: 4370.357422
	Iteration 22Q: 3 clusters Score -1262966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1263001.750000 Penalty: 4370.357422
	Iteration 23Q: 3 clusters Score -1263002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1263037.500000 Penalty: 4370.357422
	Iteration 24Q: 3 clusters Score -1263038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1263074.250000 Penalty: 4370.357422
	Iteration 25Q: 3 clusters Score -1263074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1263108.500000 Penalty: 4370.357422
	Iteration 26Q: 3 clusters Score -1263108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1263136.375000 Penalty: 4370.357422
	Iteration 27Q: 3 clusters Score -1263136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1263155.250000 Penalty: 4370.357422
	Iteration 28Q: 3 clusters Score -1263155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1263179.750000 Penalty: 4370.357422
	Iteration 29Q: 3 clusters Score -1263180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1263199.750000 Penalty: 4370.357422
	Iteration 30Q: 3 clusters Score -1263200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1263231.500000 Penalty: 4370.357422
	Iteration 31Q: 3 clusters Score -1263232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1263260.875000 Penalty: 4370.357422
	Iteration 32Q: 3 clusters Score -1263261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1263278.000000 Penalty: 4370.357422
	Iteration 33Q: 3 clusters Score -1263278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1263293.375000 Penalty: 4370.357422
	Iteration 34Q: 3 clusters Score -1263293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1263306.250000 Penalty: 4370.357422
	Iteration 35Q: 3 clusters Score -1263306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1263325.500000 Penalty: 4370.357422
	Iteration 36Q: 3 clusters Score -1263326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1263342.125000 Penalty: 4370.357422
	Iteration 37Q: 3 clusters Score -1263342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1263354.875000 Penalty: 4370.357422
	Iteration 38Q: 3 clusters Score -1263355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1263367.500000 Penalty: 4370.357422
	Iteration 39Q: 3 clusters Score -1263368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1263374.750000 Penalty: 4370.357422
	Iteration 40F: 3 clusters Score -1263375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1263384.125000 Penalty: 4370.357422
	Iteration 41Q: 3 clusters Score -1263384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1263393.875000 Penalty: 4370.357422
	Iteration 42Q: 3 clusters Score -1263394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1263401.875000 Penalty: 4370.357422
	Iteration 43Q: 3 clusters Score -1263402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1263413.125000 Penalty: 4370.357422
	Iteration 44Q: 3 clusters Score -1263413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1263426.500000 Penalty: 4370.357422
	Iteration 45Q: 3 clusters Score -1263426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1263438.250000 Penalty: 4370.357422
	Iteration 46Q: 3 clusters Score -1263438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1263448.375000 Penalty: 4370.357422
	Iteration 47Q: 3 clusters Score -1263448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1263461.875000 Penalty: 4370.357422
	Iteration 48Q: 3 clusters Score -1263462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1263472.875000 Penalty: 4370.357422
	Iteration 49Q: 3 clusters Score -1263473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1263479.875000 Penalty: 4370.357422
	Iteration 50Q: 3 clusters Score -1263480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1263487.625000 Penalty: 4370.357422
	Iteration 51Q: 3 clusters Score -1263488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1263493.625000 Penalty: 4370.357422
	Iteration 52Q: 3 clusters Score -1263494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1263501.750000 Penalty: 4370.357422
	Iteration 53Q: 3 clusters Score -1263502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1263502.250000 Penalty: 4370.357422
	Iteration 54Q: 3 clusters Score -1263502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1263504.375000 Penalty: 4370.357422
	Iteration 55Q: 3 clusters Score -1263504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1263508.875000 Penalty: 4370.357422
	Iteration 56Q: 3 clusters Score -1263509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1263514.000000 Penalty: 4370.357422
	Iteration 57Q: 3 clusters Score -1263514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1263511.375000 Penalty: 4370.357422
	Iteration 58Q: 3 clusters Score -1263511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1263513.125000 Penalty: 4370.357422
	Iteration 59Q: 3 clusters Score -1263513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1263512.875000 Penalty: 4370.357422
	Iteration 60F: 3 clusters Score -1263513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1263512.125000 Penalty: 4370.357422
	Iteration 61Q: 3 clusters Score -1263512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1263512.125000 Penalty: 4370.357422
	Iteration 62F: 3 clusters Score -1263512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Entering Unmasked Estep 
Score: -7380819.000000 Penalty: 2615.192383
	Iteration 0F: 2 clusters Score -7380819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -7358973.500000 Penalty: 5230.384766
	Iteration 0F: 3 clusters Score -7358974 nChanged 17444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -7368772.000000 Penalty: 5230.384766
	Iteration 1F: 3 clusters Score -7368772 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7369523.000000 Penalty: 5230.384766
	Iteration 2Q: 3 clusters Score -7369523 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -7370322.000000 Penalty: 5230.384766
	Iteration 3Q: 3 clusters Score -7370322 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -7371435.000000 Penalty: 5230.384766
	Iteration 4F: 3 clusters Score -7371435 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -7373072.000000 Penalty: 5230.384766
	Iteration 5F: 3 clusters Score -7373072 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -7375374.000000 Penalty: 5230.384766
	Iteration 6F: 3 clusters Score -7375374 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -7377930.500000 Penalty: 5230.384766
	Iteration 7F: 3 clusters Score -7377930 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -7379738.000000 Penalty: 5230.384766
	Iteration 8F: 3 clusters Score -7379738 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -7380624.000000 Penalty: 5230.384766
	Iteration 9Q: 3 clusters Score -7380624 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -7381087.500000 Penalty: 5230.384766
	Iteration 10Q: 3 clusters Score -7381088 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -7381308.000000 Penalty: 5230.384766
	Iteration 11Q: 3 clusters Score -7381308 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -7381401.000000 Penalty: 5230.384766
	Iteration 12Q: 3 clusters Score -7381401 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -7381441.500000 Penalty: 5230.384766
	Iteration 13Q: 3 clusters Score -7381442 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -7381481.500000 Penalty: 5230.384766
	Iteration 14Q: 3 clusters Score -7381482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -7381512.500000 Penalty: 5230.384766
	Iteration 15Q: 3 clusters Score -7381512 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -7381522.000000 Penalty: 5230.384766
	Iteration 16Q: 3 clusters Score -7381522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -7381549.000000 Penalty: 5230.384766
	Iteration 17Q: 3 clusters Score -7381549 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -7381553.500000 Penalty: 5230.384766
	Iteration 18Q: 3 clusters Score -7381554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -7381555.000000 Penalty: 5230.384766
	Iteration 19Q: 3 clusters Score -7381555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -7381568.500000 Penalty: 5230.384766
	Iteration 20F: 3 clusters Score -7381568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -7381577.000000 Penalty: 5230.384766
	Iteration 21Q: 3 clusters Score -7381577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -7381574.000000 Penalty: 5230.384766
	Iteration 22Q: 3 clusters Score -7381574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -7381566.500000 Penalty: 5230.384766
	Iteration 23Q: 3 clusters Score -7381566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -7381578.500000 Penalty: 5230.384766
	Iteration 24Q: 3 clusters Score -7381578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -7381573.500000 Penalty: 5230.384766
	Iteration 25Q: 3 clusters Score -7381574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -7381566.500000 Penalty: 5230.384766
	Iteration 26Q: 3 clusters Score -7381566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -7381571.500000 Penalty: 5230.384766
	Iteration 27Q: 3 clusters Score -7381572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -7381573.500000 Penalty: 5230.384766
	Iteration 28Q: 3 clusters Score -7381574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -7381571.000000 Penalty: 5230.384766
	Iteration 29Q: 3 clusters Score -7381571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -7381583.000000 Penalty: 5230.384766
	Iteration 30Q: 3 clusters Score -7381583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -7381587.000000 Penalty: 5230.384766
	Iteration 31Q: 3 clusters Score -7381587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -7381592.500000 Penalty: 5230.384766
	Iteration 32Q: 3 clusters Score -7381592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -7381589.000000 Penalty: 5230.384766
	Iteration 33Q: 3 clusters Score -7381589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -7381590.000000 Penalty: 5230.384766
	Iteration 34Q: 3 clusters Score -7381590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -7381589.500000 Penalty: 5230.384766
	Iteration 35Q: 3 clusters Score -7381590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -7381579.000000 Penalty: 5230.384766
	Iteration 36Q: 3 clusters Score -7381579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -7381599.500000 Penalty: 5230.384766
	Iteration 37Q: 3 clusters Score -7381600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -7381593.000000 Penalty: 5230.384766
	Iteration 38Q: 3 clusters Score -7381593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -7381592.500000 Penalty: 5230.384766
	Iteration 39Q: 3 clusters Score -7381592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -7381597.500000 Penalty: 5230.384766
	Iteration 40F: 3 clusters Score -7381598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -7381598.500000 Penalty: 5230.384766
	Iteration 41Q: 3 clusters Score -7381598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -7381601.500000 Penalty: 5230.384766
	Iteration 42Q: 3 clusters Score -7381602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -7381609.500000 Penalty: 5230.384766
	Iteration 43Q: 3 clusters Score -7381610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -7381609.500000 Penalty: 5230.384766
	Iteration 44F: 3 clusters Score -7381610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 23646 members 
Entering Unmasked Estep 
Score: -161331424.000000 Penalty: 206342.156250
Splitting cluster 2 changes total score from -161331920.000000 to -161331424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -70273.453125 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -70273.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68906.671875 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -68906.67 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69281.429688 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -69281.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69435.867188 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -69435.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69570.257812 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -69570.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69688.132812 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -69688.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69778.335938 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -69778.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69854.937500 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -69854.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69920.351562 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -69920.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69976.492188 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -69976.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70016.132812 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -70016.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70024.257812 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -70024.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70043.054688 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -70043.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70059.578125 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -70059.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70063.976562 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -70063.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70069.085938 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -70069.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70081.281250 Penalty: 3081.452637
	Iteration 15F: 3 clusters Score -70081.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70142.585938 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -70142.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70180.148438 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -70180.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70188.492188 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -70188.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70190.265625 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -70190.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70190.265625 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -70190.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Entering Unmasked Estep 
Score: -1124384.750000 Penalty: 2142.398193
	Iteration 0F: 2 clusters Score -1124385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1119412.875000 Penalty: 4284.796387
	Iteration 0F: 3 clusters Score -1119413 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1120579.125000 Penalty: 4284.796387
	Iteration 1F: 3 clusters Score -1120579 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1120792.875000 Penalty: 4284.796387
	Iteration 2F: 3 clusters Score -1120793 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1120928.125000 Penalty: 4284.796387
	Iteration 3Q: 3 clusters Score -1120928 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1121028.500000 Penalty: 4284.796387
	Iteration 4Q: 3 clusters Score -1121028 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1121112.500000 Penalty: 4284.796387
	Iteration 5Q: 3 clusters Score -1121112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1121169.375000 Penalty: 4284.796387
	Iteration 6Q: 3 clusters Score -1121169 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1121226.875000 Penalty: 4284.796387
	Iteration 7Q: 3 clusters Score -1121227 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1121269.500000 Penalty: 4284.796387
	Iteration 8Q: 3 clusters Score -1121270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1121312.125000 Penalty: 4284.796387
	Iteration 9Q: 3 clusters Score -1121312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1121346.000000 Penalty: 4284.796387
	Iteration 10Q: 3 clusters Score -1121346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1121387.375000 Penalty: 4284.796387
	Iteration 11Q: 3 clusters Score -1121387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1121421.250000 Penalty: 4284.796387
	Iteration 12Q: 3 clusters Score -1121421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1121450.125000 Penalty: 4284.796387
	Iteration 13Q: 3 clusters Score -1121450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1121495.000000 Penalty: 4284.796387
	Iteration 14Q: 3 clusters Score -1121495 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1121539.500000 Penalty: 4284.796387
	Iteration 15Q: 3 clusters Score -1121540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1121596.750000 Penalty: 4284.796387
	Iteration 16Q: 3 clusters Score -1121597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1121645.000000 Penalty: 4284.796387
	Iteration 17Q: 3 clusters Score -1121645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1121684.875000 Penalty: 4284.796387
	Iteration 18Q: 3 clusters Score -1121685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1121727.875000 Penalty: 4284.796387
	Iteration 19Q: 3 clusters Score -1121728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1121768.125000 Penalty: 4284.796387
	Iteration 20F: 3 clusters Score -1121768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1121797.750000 Penalty: 4284.796387
	Iteration 21Q: 3 clusters Score -1121798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1121829.875000 Penalty: 4284.796387
	Iteration 22Q: 3 clusters Score -1121830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1121870.125000 Penalty: 4284.796387
	Iteration 23Q: 3 clusters Score -1121870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1121907.125000 Penalty: 4284.796387
	Iteration 24Q: 3 clusters Score -1121907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1121941.125000 Penalty: 4284.796387
	Iteration 25Q: 3 clusters Score -1121941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1121978.500000 Penalty: 4284.796387
	Iteration 26Q: 3 clusters Score -1121978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1122015.750000 Penalty: 4284.796387
	Iteration 27Q: 3 clusters Score -1122016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1122069.125000 Penalty: 4284.796387
	Iteration 28Q: 3 clusters Score -1122069 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1122126.500000 Penalty: 4284.796387
	Iteration 29Q: 3 clusters Score -1122126 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1122203.750000 Penalty: 4284.796387
	Iteration 30Q: 3 clusters Score -1122204 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1122272.125000 Penalty: 4284.796387
	Iteration 31Q: 3 clusters Score -1122272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1122324.625000 Penalty: 4284.796387
	Iteration 32Q: 3 clusters Score -1122325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1122391.250000 Penalty: 4284.796387
	Iteration 33Q: 3 clusters Score -1122391 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1122467.750000 Penalty: 4284.796387
	Iteration 34Q: 3 clusters Score -1122468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1122539.125000 Penalty: 4284.796387
	Iteration 35Q: 3 clusters Score -1122539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1122586.125000 Penalty: 4284.796387
	Iteration 36Q: 3 clusters Score -1122586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1122620.875000 Penalty: 4284.796387
	Iteration 37Q: 3 clusters Score -1122621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1122642.125000 Penalty: 4284.796387
	Iteration 38Q: 3 clusters Score -1122642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1122658.500000 Penalty: 4284.796387
	Iteration 39Q: 3 clusters Score -1122658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1122672.750000 Penalty: 4284.796387
	Iteration 40F: 3 clusters Score -1122673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1122682.250000 Penalty: 4284.796387
	Iteration 41Q: 3 clusters Score -1122682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1122691.875000 Penalty: 4284.796387
	Iteration 42Q: 3 clusters Score -1122692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1122696.750000 Penalty: 4284.796387
	Iteration 43Q: 3 clusters Score -1122697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1122703.375000 Penalty: 4284.796387
	Iteration 44Q: 3 clusters Score -1122703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1122711.750000 Penalty: 4284.796387
	Iteration 45Q: 3 clusters Score -1122712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1122716.875000 Penalty: 4284.796387
	Iteration 46Q: 3 clusters Score -1122717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1122720.875000 Penalty: 4284.796387
	Iteration 47Q: 3 clusters Score -1122721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1122725.625000 Penalty: 4284.796387
	Iteration 48Q: 3 clusters Score -1122726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1122730.000000 Penalty: 4284.796387
	Iteration 49Q: 3 clusters Score -1122730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1122731.375000 Penalty: 4284.796387
	Iteration 50Q: 3 clusters Score -1122731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1122733.375000 Penalty: 4284.796387
	Iteration 51Q: 3 clusters Score -1122733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1122734.875000 Penalty: 4284.796387
	Iteration 52Q: 3 clusters Score -1122735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1122734.750000 Penalty: 4284.796387
	Iteration 53Q: 3 clusters Score -1122735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1122733.875000 Penalty: 4284.796387
	Iteration 54Q: 3 clusters Score -1122734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1122735.750000 Penalty: 4284.796387
	Iteration 55Q: 3 clusters Score -1122736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1122736.750000 Penalty: 4284.796387
	Iteration 56Q: 3 clusters Score -1122737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1122736.750000 Penalty: 4284.796387
	Iteration 57Q: 3 clusters Score -1122737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1122736.750000 Penalty: 4284.796387
	Iteration 58F: 3 clusters Score -1122737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -31319.234375 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -31319.23 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 129 members 
Entering Unmasked Estep 
Score: -30166.503906 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -30166.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30465.878906 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -30465.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30613.595703 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -30613.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30741.611328 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -30741.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30761.890625 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -30761.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30834.968750 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -30834.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30872.703125 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -30872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30890.058594 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -30890.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30900.687500 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -30900.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30905.117188 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -30905.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30909.312500 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -30909.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30915.691406 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -30915.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30918.626953 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -30918.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30919.746094 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -30919.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30964.986328 Penalty: 2845.339844
	Iteration 14Q: 3 clusters Score -30964.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30972.369141 Penalty: 2845.339844
	Iteration 15Q: 3 clusters Score -30972.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30982.972656 Penalty: 2845.339844
	Iteration 16F: 3 clusters Score -30982.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31105.414062 Penalty: 2845.339844
	Iteration 17Q: 3 clusters Score -31105.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31242.222656 Penalty: 2845.339844
	Iteration 18Q: 3 clusters Score -31242.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31391.591797 Penalty: 2845.339844
	Iteration 19Q: 3 clusters Score -31391.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31628.576172 Penalty: 2845.339844
	Iteration 20F: 3 clusters Score -31628.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31839.636719 Penalty: 2845.339844
	Iteration 21Q: 3 clusters Score -31839.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31944.417969 Penalty: 2845.339844
	Iteration 22Q: 3 clusters Score -31944.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31998.269531 Penalty: 2845.339844
	Iteration 23Q: 3 clusters Score -31998.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32043.917969 Penalty: 2845.339844
	Iteration 24Q: 3 clusters Score -32043.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32064.066406 Penalty: 2845.339844
	Iteration 25Q: 3 clusters Score -32064.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32083.685547 Penalty: 2845.339844
	Iteration 26Q: 3 clusters Score -32083.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32083.685547 Penalty: 2845.339844
	Iteration 27F: 3 clusters Score -32083.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 153 members 
Entering Unmasked Estep 
Score: -161330640.000000 Penalty: 206342.156250
Splitting cluster 5 changes total score from -161331920.000000 to -161330640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -295952.468750 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -295952.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -293591.562500 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -293591.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -294111.906250 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -294111.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -294314.531250 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -294314.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -294479.531250 Penalty: 3673.125732
	Iteration 3F: 3 clusters Score -294479.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -294623.093750 Penalty: 3673.125732
	Iteration 4F: 3 clusters Score -294623.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -294748.281250 Penalty: 3673.125732
	Iteration 5F: 3 clusters Score -294748.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -294825.593750 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -294825.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -294888.062500 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -294888.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -294958.437500 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -294958.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -295051.062500 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -295051.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -295146.437500 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -295146.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -295254.406250 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -295254.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -295367.375000 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -295367.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -295488.812500 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -295488.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -295554.656250 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -295554.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295615.312500 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -295615.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -295663.687500 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -295663.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -295684.968750 Penalty: 3673.125732
	Iteration 17Q: 3 clusters Score -295685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -295700.968750 Penalty: 3673.125732
	Iteration 18Q: 3 clusters Score -295701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -295705.968750 Penalty: 3673.125732
	Iteration 19Q: 3 clusters Score -295706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -295708.812500 Penalty: 3673.125732
	Iteration 20F: 3 clusters Score -295708.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -295714.656250 Penalty: 3673.125732
	Iteration 21Q: 3 clusters Score -295714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -295719.062500 Penalty: 3673.125732
	Iteration 22Q: 3 clusters Score -295719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295720.281250 Penalty: 3673.125732
	Iteration 23Q: 3 clusters Score -295720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295720.656250 Penalty: 3673.125732
	Iteration 24Q: 3 clusters Score -295720.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295720.656250 Penalty: 3673.125732
	Iteration 25F: 3 clusters Score -295720.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -690480.687500 Penalty: 2032.305786
	Iteration 0F: 2 clusters Score -690480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -686860.750000 Penalty: 4064.611572
	Iteration 0F: 3 clusters Score -686860.8 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -687662.875000 Penalty: 4064.611572
	Iteration 1F: 3 clusters Score -687662.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -687872.500000 Penalty: 4064.611572
	Iteration 2F: 3 clusters Score -687872.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -688077.375000 Penalty: 4064.611572
	Iteration 3F: 3 clusters Score -688077.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -688280.437500 Penalty: 4064.611572
	Iteration 4F: 3 clusters Score -688280.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -688444.250000 Penalty: 4064.611572
	Iteration 5Q: 3 clusters Score -688444.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -688555.187500 Penalty: 4064.611572
	Iteration 6Q: 3 clusters Score -688555.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -688640.812500 Penalty: 4064.611572
	Iteration 7Q: 3 clusters Score -688640.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -688728.625000 Penalty: 4064.611572
	Iteration 8Q: 3 clusters Score -688728.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -688829.375000 Penalty: 4064.611572
	Iteration 9Q: 3 clusters Score -688829.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -688950.625000 Penalty: 4064.611572
	Iteration 10Q: 3 clusters Score -688950.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -689081.562500 Penalty: 4064.611572
	Iteration 11Q: 3 clusters Score -689081.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -689214.437500 Penalty: 4064.611572
	Iteration 12Q: 3 clusters Score -689214.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -689363.000000 Penalty: 4064.611572
	Iteration 13Q: 3 clusters Score -689363 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -689500.000000 Penalty: 4064.611572
	Iteration 14Q: 3 clusters Score -689500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -689658.937500 Penalty: 4064.611572
	Iteration 15Q: 3 clusters Score -689658.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -689801.750000 Penalty: 4064.611572
	Iteration 16Q: 3 clusters Score -689801.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -689906.875000 Penalty: 4064.611572
	Iteration 17Q: 3 clusters Score -689906.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -689987.125000 Penalty: 4064.611572
	Iteration 18Q: 3 clusters Score -689987.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -690050.250000 Penalty: 4064.611572
	Iteration 19Q: 3 clusters Score -690050.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -690106.812500 Penalty: 4064.611572
	Iteration 20F: 3 clusters Score -690106.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -690172.375000 Penalty: 4064.611572
	Iteration 21Q: 3 clusters Score -690172.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -690252.187500 Penalty: 4064.611572
	Iteration 22Q: 3 clusters Score -690252.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -690326.250000 Penalty: 4064.611572
	Iteration 23Q: 3 clusters Score -690326.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -690390.937500 Penalty: 4064.611572
	Iteration 24Q: 3 clusters Score -690390.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -690451.562500 Penalty: 4064.611572
	Iteration 25Q: 3 clusters Score -690451.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -690499.250000 Penalty: 4064.611572
	Iteration 26Q: 3 clusters Score -690499.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -690533.750000 Penalty: 4064.611572
	Iteration 27Q: 3 clusters Score -690533.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -690566.812500 Penalty: 4064.611572
	Iteration 28Q: 3 clusters Score -690566.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -690595.312500 Penalty: 4064.611572
	Iteration 29Q: 3 clusters Score -690595.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -690615.750000 Penalty: 4064.611572
	Iteration 30Q: 3 clusters Score -690615.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -690643.000000 Penalty: 4064.611572
	Iteration 31Q: 3 clusters Score -690643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -690667.687500 Penalty: 4064.611572
	Iteration 32Q: 3 clusters Score -690667.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -690690.750000 Penalty: 4064.611572
	Iteration 33Q: 3 clusters Score -690690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -690711.437500 Penalty: 4064.611572
	Iteration 34Q: 3 clusters Score -690711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -690729.500000 Penalty: 4064.611572
	Iteration 35Q: 3 clusters Score -690729.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -690756.437500 Penalty: 4064.611572
	Iteration 36Q: 3 clusters Score -690756.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -690787.312500 Penalty: 4064.611572
	Iteration 37Q: 3 clusters Score -690787.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -690841.375000 Penalty: 4064.611572
	Iteration 38Q: 3 clusters Score -690841.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -690942.187500 Penalty: 4064.611572
	Iteration 39Q: 3 clusters Score -690942.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -690978.500000 Penalty: 4064.611572
	Iteration 40F: 3 clusters Score -690978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -690985.375000 Penalty: 4064.611572
	Iteration 41Q: 3 clusters Score -690985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -690987.562500 Penalty: 4064.611572
	Iteration 42Q: 3 clusters Score -690987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -690988.812500 Penalty: 4064.611572
	Iteration 43Q: 3 clusters Score -690988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -690991.937500 Penalty: 4064.611572
	Iteration 44Q: 3 clusters Score -690991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -690992.875000 Penalty: 4064.611572
	Iteration 45Q: 3 clusters Score -690992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -690992.875000 Penalty: 4064.611572
	Iteration 46F: 3 clusters Score -690992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3210 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 412 members 
Entering Unmasked Estep 
Score: -161331232.000000 Penalty: 206342.156250
Splitting cluster 7 changes total score from -161331920.000000 to -161331232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -152325.625000 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -152325.6 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 439 members 
Entering Unmasked Estep 
Score: -150554.984375 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -150555 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -150868.687500 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -150868.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -151005.828125 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -151005.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151120.093750 Penalty: 3360.014893
	Iteration 3Q: 3 clusters Score -151120.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -151202.312500 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -151202.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -151244.468750 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -151244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151248.968750 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -151249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -151250.484375 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -151250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151251.546875 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -151251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151253.203125 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -151253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151253.203125 Penalty: 3360.014893
	Iteration 10F: 3 clusters Score -151253.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -1031334.125000 Penalty: 2130.982422
	Iteration 0F: 2 clusters Score -1031334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1026524.375000 Penalty: 4261.964844
	Iteration 0F: 3 clusters Score -1026524 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1027724.750000 Penalty: 4261.964844
	Iteration 1F: 3 clusters Score -1027725 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1028055.250000 Penalty: 4261.964844
	Iteration 2F: 3 clusters Score -1028055 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1028282.000000 Penalty: 4261.964844
	Iteration 3F: 3 clusters Score -1028282 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1028431.125000 Penalty: 4261.964844
	Iteration 4Q: 3 clusters Score -1028431 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1028547.562500 Penalty: 4261.964844
	Iteration 5Q: 3 clusters Score -1028548 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1028653.312500 Penalty: 4261.964844
	Iteration 6Q: 3 clusters Score -1028653 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1028725.187500 Penalty: 4261.964844
	Iteration 7Q: 3 clusters Score -1028725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1028767.437500 Penalty: 4261.964844
	Iteration 8Q: 3 clusters Score -1028767 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1028813.312500 Penalty: 4261.964844
	Iteration 9Q: 3 clusters Score -1028813 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1028854.250000 Penalty: 4261.964844
	Iteration 10Q: 3 clusters Score -1028854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1028898.750000 Penalty: 4261.964844
	Iteration 11Q: 3 clusters Score -1028899 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1028938.250000 Penalty: 4261.964844
	Iteration 12Q: 3 clusters Score -1028938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1028964.750000 Penalty: 4261.964844
	Iteration 13Q: 3 clusters Score -1028965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1028993.687500 Penalty: 4261.964844
	Iteration 14Q: 3 clusters Score -1028994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1029017.312500 Penalty: 4261.964844
	Iteration 15Q: 3 clusters Score -1029017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1029042.375000 Penalty: 4261.964844
	Iteration 16Q: 3 clusters Score -1029042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1029067.125000 Penalty: 4261.964844
	Iteration 17Q: 3 clusters Score -1029067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1029091.937500 Penalty: 4261.964844
	Iteration 18Q: 3 clusters Score -1029092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1029112.500000 Penalty: 4261.964844
	Iteration 19Q: 3 clusters Score -1029112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1029138.500000 Penalty: 4261.964844
	Iteration 20F: 3 clusters Score -1029138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1029158.937500 Penalty: 4261.964844
	Iteration 21Q: 3 clusters Score -1029159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1029177.875000 Penalty: 4261.964844
	Iteration 22Q: 3 clusters Score -1029178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1029199.187500 Penalty: 4261.964844
	Iteration 23Q: 3 clusters Score -1029199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1029211.000000 Penalty: 4261.964844
	Iteration 24Q: 3 clusters Score -1029211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1029224.125000 Penalty: 4261.964844
	Iteration 25Q: 3 clusters Score -1029224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1029233.750000 Penalty: 4261.964844
	Iteration 26Q: 3 clusters Score -1029234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1029241.687500 Penalty: 4261.964844
	Iteration 27Q: 3 clusters Score -1029242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1029252.625000 Penalty: 4261.964844
	Iteration 28Q: 3 clusters Score -1029253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1029260.500000 Penalty: 4261.964844
	Iteration 29Q: 3 clusters Score -1029260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1029265.625000 Penalty: 4261.964844
	Iteration 30Q: 3 clusters Score -1029266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1029268.562500 Penalty: 4261.964844
	Iteration 31Q: 3 clusters Score -1029269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1029273.125000 Penalty: 4261.964844
	Iteration 32Q: 3 clusters Score -1029273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1029279.687500 Penalty: 4261.964844
	Iteration 33Q: 3 clusters Score -1029280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1029284.625000 Penalty: 4261.964844
	Iteration 34Q: 3 clusters Score -1029285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1029291.500000 Penalty: 4261.964844
	Iteration 35Q: 3 clusters Score -1029292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1029297.437500 Penalty: 4261.964844
	Iteration 36Q: 3 clusters Score -1029297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1029304.437500 Penalty: 4261.964844
	Iteration 37Q: 3 clusters Score -1029304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1029309.000000 Penalty: 4261.964844
	Iteration 38Q: 3 clusters Score -1029309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1029313.375000 Penalty: 4261.964844
	Iteration 39Q: 3 clusters Score -1029313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1029317.375000 Penalty: 4261.964844
	Iteration 40F: 3 clusters Score -1029317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1029318.187500 Penalty: 4261.964844
	Iteration 41Q: 3 clusters Score -1029318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1029319.062500 Penalty: 4261.964844
	Iteration 42Q: 3 clusters Score -1029319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1029318.937500 Penalty: 4261.964844
	Iteration 43Q: 3 clusters Score -1029319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1029319.687500 Penalty: 4261.964844
	Iteration 44Q: 3 clusters Score -1029320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1029320.750000 Penalty: 4261.964844
	Iteration 45Q: 3 clusters Score -1029321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1029320.125000 Penalty: 4261.964844
	Iteration 46Q: 3 clusters Score -1029320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1029320.125000 Penalty: 4261.964844
	Iteration 47F: 3 clusters Score -1029320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Entering Unmasked Estep 
Score: -5327335.000000 Penalty: 2537.883789
	Iteration 0F: 2 clusters Score -5327335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -5308414.000000 Penalty: 5075.767578
	Iteration 0F: 3 clusters Score -5308414 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5315264.000000 Penalty: 5075.767578
	Iteration 1F: 3 clusters Score -5315264 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -5315713.000000 Penalty: 5075.767578
	Iteration 2Q: 3 clusters Score -5315713 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -5316075.500000 Penalty: 5075.767578
	Iteration 3Q: 3 clusters Score -5316076 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -5316420.500000 Penalty: 5075.767578
	Iteration 4Q: 3 clusters Score -5316420 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -5316774.000000 Penalty: 5075.767578
	Iteration 5Q: 3 clusters Score -5316774 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -5317232.000000 Penalty: 5075.767578
	Iteration 6Q: 3 clusters Score -5317232 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -5317755.500000 Penalty: 5075.767578
	Iteration 7Q: 3 clusters Score -5317756 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -5318390.000000 Penalty: 5075.767578
	Iteration 8Q: 3 clusters Score -5318390 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -5319168.500000 Penalty: 5075.767578
	Iteration 9Q: 3 clusters Score -5319168 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -5320123.500000 Penalty: 5075.767578
	Iteration 10Q: 3 clusters Score -5320124 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -5320907.000000 Penalty: 5075.767578
	Iteration 11Q: 3 clusters Score -5320907 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -5321397.000000 Penalty: 5075.767578
	Iteration 12Q: 3 clusters Score -5321397 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -5321684.500000 Penalty: 5075.767578
	Iteration 13Q: 3 clusters Score -5321684 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -5321880.500000 Penalty: 5075.767578
	Iteration 14Q: 3 clusters Score -5321880 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -5321988.000000 Penalty: 5075.767578
	Iteration 15Q: 3 clusters Score -5321988 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -5322092.000000 Penalty: 5075.767578
	Iteration 16Q: 3 clusters Score -5322092 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5322206.500000 Penalty: 5075.767578
	Iteration 17Q: 3 clusters Score -5322206 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -5322303.500000 Penalty: 5075.767578
	Iteration 18Q: 3 clusters Score -5322304 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -5322393.000000 Penalty: 5075.767578
	Iteration 19Q: 3 clusters Score -5322393 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5322455.500000 Penalty: 5075.767578
	Iteration 20F: 3 clusters Score -5322456 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -5322538.500000 Penalty: 5075.767578
	Iteration 21Q: 3 clusters Score -5322538 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5322620.500000 Penalty: 5075.767578
	Iteration 22Q: 3 clusters Score -5322620 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -5322708.500000 Penalty: 5075.767578
	Iteration 23Q: 3 clusters Score -5322708 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -5322816.500000 Penalty: 5075.767578
	Iteration 24Q: 3 clusters Score -5322816 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -5322929.500000 Penalty: 5075.767578
	Iteration 25Q: 3 clusters Score -5322930 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5323026.000000 Penalty: 5075.767578
	Iteration 26Q: 3 clusters Score -5323026 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -5323134.500000 Penalty: 5075.767578
	Iteration 27Q: 3 clusters Score -5323134 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -5323277.500000 Penalty: 5075.767578
	Iteration 28Q: 3 clusters Score -5323278 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -5323348.000000 Penalty: 5075.767578
	Iteration 29Q: 3 clusters Score -5323348 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5323473.000000 Penalty: 5075.767578
	Iteration 30Q: 3 clusters Score -5323473 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5323581.500000 Penalty: 5075.767578
	Iteration 31Q: 3 clusters Score -5323582 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5323686.000000 Penalty: 5075.767578
	Iteration 32Q: 3 clusters Score -5323686 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5323794.000000 Penalty: 5075.767578
	Iteration 33Q: 3 clusters Score -5323794 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5323889.500000 Penalty: 5075.767578
	Iteration 34Q: 3 clusters Score -5323890 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5323990.000000 Penalty: 5075.767578
	Iteration 35Q: 3 clusters Score -5323990 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5324084.000000 Penalty: 5075.767578
	Iteration 36Q: 3 clusters Score -5324084 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5324182.500000 Penalty: 5075.767578
	Iteration 37Q: 3 clusters Score -5324182 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5324279.000000 Penalty: 5075.767578
	Iteration 38Q: 3 clusters Score -5324279 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5324367.500000 Penalty: 5075.767578
	Iteration 39Q: 3 clusters Score -5324368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5324454.500000 Penalty: 5075.767578
	Iteration 40F: 3 clusters Score -5324454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5324548.500000 Penalty: 5075.767578
	Iteration 41Q: 3 clusters Score -5324548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5324635.500000 Penalty: 5075.767578
	Iteration 42Q: 3 clusters Score -5324636 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5324717.500000 Penalty: 5075.767578
	Iteration 43Q: 3 clusters Score -5324718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5324774.000000 Penalty: 5075.767578
	Iteration 44Q: 3 clusters Score -5324774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5324821.000000 Penalty: 5075.767578
	Iteration 45Q: 3 clusters Score -5324821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5324861.000000 Penalty: 5075.767578
	Iteration 46Q: 3 clusters Score -5324861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5324905.500000 Penalty: 5075.767578
	Iteration 47Q: 3 clusters Score -5324906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5324954.500000 Penalty: 5075.767578
	Iteration 48Q: 3 clusters Score -5324954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5324967.000000 Penalty: 5075.767578
	Iteration 49Q: 3 clusters Score -5324967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5324993.000000 Penalty: 5075.767578
	Iteration 50Q: 3 clusters Score -5324993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5325015.500000 Penalty: 5075.767578
	Iteration 51Q: 3 clusters Score -5325016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5325037.500000 Penalty: 5075.767578
	Iteration 52Q: 3 clusters Score -5325038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5325057.500000 Penalty: 5075.767578
	Iteration 53Q: 3 clusters Score -5325058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5325079.000000 Penalty: 5075.767578
	Iteration 54Q: 3 clusters Score -5325079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5325107.000000 Penalty: 5075.767578
	Iteration 55Q: 3 clusters Score -5325107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5325123.000000 Penalty: 5075.767578
	Iteration 56Q: 3 clusters Score -5325123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5325137.500000 Penalty: 5075.767578
	Iteration 57Q: 3 clusters Score -5325138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5325138.500000 Penalty: 5075.767578
	Iteration 58Q: 3 clusters Score -5325138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5325159.000000 Penalty: 5075.767578
	Iteration 59Q: 3 clusters Score -5325159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5325161.000000 Penalty: 5075.767578
	Iteration 60F: 3 clusters Score -5325161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5325173.500000 Penalty: 5075.767578
	Iteration 61Q: 3 clusters Score -5325174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5325173.000000 Penalty: 5075.767578
	Iteration 62Q: 3 clusters Score -5325173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5325172.000000 Penalty: 5075.767578
	Iteration 63Q: 3 clusters Score -5325172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5325174.000000 Penalty: 5075.767578
	Iteration 64Q: 3 clusters Score -5325174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5325174.000000 Penalty: 5075.767578
	Iteration 65Q: 3 clusters Score -5325174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5325174.500000 Penalty: 5075.767578
	Iteration 66Q: 3 clusters Score -5325174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5325178.500000 Penalty: 5075.767578
	Iteration 67Q: 3 clusters Score -5325178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5325180.000000 Penalty: 5075.767578
	Iteration 68Q: 3 clusters Score -5325180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5325180.500000 Penalty: 5075.767578
	Iteration 69Q: 3 clusters Score -5325180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5325183.000000 Penalty: 5075.767578
	Iteration 70Q: 3 clusters Score -5325183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5325180.000000 Penalty: 5075.767578
	Iteration 71Q: 3 clusters Score -5325180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5325182.000000 Penalty: 5075.767578
	Iteration 72Q: 3 clusters Score -5325182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5325189.500000 Penalty: 5075.767578
	Iteration 73Q: 3 clusters Score -5325190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5325192.500000 Penalty: 5075.767578
	Iteration 74Q: 3 clusters Score -5325192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5325192.500000 Penalty: 5075.767578
	Iteration 75F: 3 clusters Score -5325192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -60556.804688 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -60556.8 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 189 members 
Entering Unmasked Estep 
Score: -59254.000000 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -59254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59543.691406 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -59543.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59673.812500 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -59673.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59799.398438 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -59799.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59884.085938 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -59884.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59939.128906 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -59939.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59993.445312 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -59993.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -60102.957031 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -60102.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60148.628906 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -60148.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60179.992188 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -60179.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60204.027344 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -60204.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60242.476562 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -60242.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60280.371094 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -60280.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60290.566406 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -60290.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60291.832031 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -60291.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60291.832031 Penalty: 2984.013916
	Iteration 15F: 3 clusters Score -60291.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -53926.937500 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -53926.94 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 190 members 
Entering Unmasked Estep 
Score: -52721.613281 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -52721.61 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52971.171875 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -52971.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53099.496094 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -53099.5 nChanged 21
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: -53229.742188 Penalty: 2943.707520
	Iteration 3F: 3 clusters Score -53229.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53384.468750 Penalty: 2943.707520
	Iteration 4F: 3 clusters Score -53384.47 nChanged 25
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: -53519.753906 Penalty: 2943.707520
	Iteration 5F: 3 clusters Score -53519.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53653.179688 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -53653.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53739.937500 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -53739.94 nChanged 11
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: -53826.628906 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -53826.63 nChanged 5
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: -53849.058594 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -53849.06 nChanged 3
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: -53872.554688 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -53872.55 nChanged 0
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: -53872.554688 Penalty: 2943.707520
	Iteration 11F: 3 clusters Score -53872.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Entering Unmasked Estep 
Score: -5593309.500000 Penalty: 2551.609863
	Iteration 0F: 2 clusters Score -5593310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5573278.500000 Penalty: 5103.219727
	Iteration 0F: 3 clusters Score -5573278 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -5580401.000000 Penalty: 5103.219727
	Iteration 1F: 3 clusters Score -5580401 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -5580867.000000 Penalty: 5103.219727
	Iteration 2Q: 3 clusters Score -5580867 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5581286.500000 Penalty: 5103.219727
	Iteration 3Q: 3 clusters Score -5581286 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5581733.000000 Penalty: 5103.219727
	Iteration 4Q: 3 clusters Score -5581733 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -5582217.500000 Penalty: 5103.219727
	Iteration 5Q: 3 clusters Score -5582218 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5583007.500000 Penalty: 5103.219727
	Iteration 6Q: 3 clusters Score -5583008 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -5584184.500000 Penalty: 5103.219727
	Iteration 7F: 3 clusters Score -5584184 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -5585805.000000 Penalty: 5103.219727
	Iteration 8F: 3 clusters Score -5585805 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -5587628.500000 Penalty: 5103.219727
	Iteration 9F: 3 clusters Score -5587628 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5589256.500000 Penalty: 5103.219727
	Iteration 10F: 3 clusters Score -5589256 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5590230.000000 Penalty: 5103.219727
	Iteration 11Q: 3 clusters Score -5590230 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5590638.000000 Penalty: 5103.219727
	Iteration 12Q: 3 clusters Score -5590638 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5590829.500000 Penalty: 5103.219727
	Iteration 13Q: 3 clusters Score -5590830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5590926.000000 Penalty: 5103.219727
	Iteration 14Q: 3 clusters Score -5590926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5590967.000000 Penalty: 5103.219727
	Iteration 15Q: 3 clusters Score -5590967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5590998.000000 Penalty: 5103.219727
	Iteration 16Q: 3 clusters Score -5590998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5591025.500000 Penalty: 5103.219727
	Iteration 17Q: 3 clusters Score -5591026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5591034.500000 Penalty: 5103.219727
	Iteration 18Q: 3 clusters Score -5591034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5591042.500000 Penalty: 5103.219727
	Iteration 19Q: 3 clusters Score -5591042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5591047.000000 Penalty: 5103.219727
	Iteration 20F: 3 clusters Score -5591047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Entering Unmasked Estep 
Score: -11167518.000000 Penalty: 2728.185547
	Iteration 0F: 2 clusters Score -1.116752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -11128618.000000 Penalty: 5456.371094
	Iteration 0F: 3 clusters Score -1.112862e+07 nChanged 27888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -11144248.000000 Penalty: 5456.371094
	Iteration 1F: 3 clusters Score -1.114425e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -11145064.000000 Penalty: 5456.371094
	Iteration 2Q: 3 clusters Score -1.114506e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -11145859.000000 Penalty: 5456.371094
	Iteration 3Q: 3 clusters Score -1.114586e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -11146569.000000 Penalty: 5456.371094
	Iteration 4Q: 3 clusters Score -1.114657e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -11147616.000000 Penalty: 5456.371094
	Iteration 5Q: 3 clusters Score -1.114762e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -11148833.000000 Penalty: 5456.371094
	Iteration 6Q: 3 clusters Score -1.114883e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -11150248.000000 Penalty: 5456.371094
	Iteration 7Q: 3 clusters Score -1.115025e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -11151598.000000 Penalty: 5456.371094
	Iteration 8Q: 3 clusters Score -1.11516e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -11153158.000000 Penalty: 5456.371094
	Iteration 9Q: 3 clusters Score -1.115316e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -11154682.000000 Penalty: 5456.371094
	Iteration 10Q: 3 clusters Score -1.115468e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -11155892.000000 Penalty: 5456.371094
	Iteration 11Q: 3 clusters Score -1.115589e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -11156511.000000 Penalty: 5456.371094
	Iteration 12Q: 3 clusters Score -1.115651e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -11156882.000000 Penalty: 5456.371094
	Iteration 13Q: 3 clusters Score -1.115688e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -11157126.000000 Penalty: 5456.371094
	Iteration 14Q: 3 clusters Score -1.115713e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -11157295.000000 Penalty: 5456.371094
	Iteration 15Q: 3 clusters Score -1.11573e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -11157493.000000 Penalty: 5456.371094
	Iteration 16Q: 3 clusters Score -1.115749e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -11157664.000000 Penalty: 5456.371094
	Iteration 17Q: 3 clusters Score -1.115766e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -11157803.000000 Penalty: 5456.371094
	Iteration 18Q: 3 clusters Score -1.11578e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -11157960.000000 Penalty: 5456.371094
	Iteration 19Q: 3 clusters Score -1.115796e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -11158153.000000 Penalty: 5456.371094
	Iteration 20F: 3 clusters Score -1.115815e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -11158431.000000 Penalty: 5456.371094
	Iteration 21Q: 3 clusters Score -1.115843e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -11158666.000000 Penalty: 5456.371094
	Iteration 22Q: 3 clusters Score -1.115867e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -11158929.000000 Penalty: 5456.371094
	Iteration 23Q: 3 clusters Score -1.115893e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -11159153.000000 Penalty: 5456.371094
	Iteration 24Q: 3 clusters Score -1.115915e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -11159387.000000 Penalty: 5456.371094
	Iteration 25Q: 3 clusters Score -1.115939e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -11159622.000000 Penalty: 5456.371094
	Iteration 26Q: 3 clusters Score -1.115962e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -11159846.000000 Penalty: 5456.371094
	Iteration 27Q: 3 clusters Score -1.115985e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -11160028.000000 Penalty: 5456.371094
	Iteration 28Q: 3 clusters Score -1.116003e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -11160222.000000 Penalty: 5456.371094
	Iteration 29Q: 3 clusters Score -1.116022e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -11160369.000000 Penalty: 5456.371094
	Iteration 30Q: 3 clusters Score -1.116037e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -11160527.000000 Penalty: 5456.371094
	Iteration 31Q: 3 clusters Score -1.116053e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -11160728.000000 Penalty: 5456.371094
	Iteration 32Q: 3 clusters Score -1.116073e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -11160889.000000 Penalty: 5456.371094
	Iteration 33Q: 3 clusters Score -1.116089e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -11161128.000000 Penalty: 5456.371094
	Iteration 34Q: 3 clusters Score -1.116113e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -11161184.000000 Penalty: 5456.371094
	Iteration 35Q: 3 clusters Score -1.116118e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -11161346.000000 Penalty: 5456.371094
	Iteration 36Q: 3 clusters Score -1.116135e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -11161438.000000 Penalty: 5456.371094
	Iteration 37Q: 3 clusters Score -1.116144e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -11161530.000000 Penalty: 5456.371094
	Iteration 38Q: 3 clusters Score -1.116153e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -11161600.000000 Penalty: 5456.371094
	Iteration 39Q: 3 clusters Score -1.11616e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -11161744.000000 Penalty: 5456.371094
	Iteration 40F: 3 clusters Score -1.116174e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -11161852.000000 Penalty: 5456.371094
	Iteration 41Q: 3 clusters Score -1.116185e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -11161955.000000 Penalty: 5456.371094
	Iteration 42Q: 3 clusters Score -1.116196e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -11162035.000000 Penalty: 5456.371094
	Iteration 43Q: 3 clusters Score -1.116204e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -11162111.000000 Penalty: 5456.371094
	Iteration 44Q: 3 clusters Score -1.116211e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -11162277.000000 Penalty: 5456.371094
	Iteration 45Q: 3 clusters Score -1.116228e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -11162369.000000 Penalty: 5456.371094
	Iteration 46Q: 3 clusters Score -1.116237e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -11162509.000000 Penalty: 5456.371094
	Iteration 47Q: 3 clusters Score -1.116251e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -11162623.000000 Penalty: 5456.371094
	Iteration 48Q: 3 clusters Score -1.116262e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -11162743.000000 Penalty: 5456.371094
	Iteration 49Q: 3 clusters Score -1.116274e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -11162860.000000 Penalty: 5456.371094
	Iteration 50Q: 3 clusters Score -1.116286e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -11162965.000000 Penalty: 5456.371094
	Iteration 51Q: 3 clusters Score -1.116296e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -11163088.000000 Penalty: 5456.371094
	Iteration 52Q: 3 clusters Score -1.116309e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -11163223.000000 Penalty: 5456.371094
	Iteration 53Q: 3 clusters Score -1.116322e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -11163329.000000 Penalty: 5456.371094
	Iteration 54Q: 3 clusters Score -1.116333e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -11163463.000000 Penalty: 5456.371094
	Iteration 55Q: 3 clusters Score -1.116346e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -11163629.000000 Penalty: 5456.371094
	Iteration 56Q: 3 clusters Score -1.116363e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -11163740.000000 Penalty: 5456.371094
	Iteration 57Q: 3 clusters Score -1.116374e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -11163882.000000 Penalty: 5456.371094
	Iteration 58Q: 3 clusters Score -1.116388e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -11163985.000000 Penalty: 5456.371094
	Iteration 59Q: 3 clusters Score -1.116398e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -11164118.000000 Penalty: 5456.371094
	Iteration 60F: 3 clusters Score -1.116412e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -11164200.000000 Penalty: 5456.371094
	Iteration 61Q: 3 clusters Score -1.11642e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -11164294.000000 Penalty: 5456.371094
	Iteration 62Q: 3 clusters Score -1.116429e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -11164391.000000 Penalty: 5456.371094
	Iteration 63Q: 3 clusters Score -1.116439e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -11164470.000000 Penalty: 5456.371094
	Iteration 64Q: 3 clusters Score -1.116447e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -11164539.000000 Penalty: 5456.371094
	Iteration 65Q: 3 clusters Score -1.116454e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -11164597.000000 Penalty: 5456.371094
	Iteration 66Q: 3 clusters Score -1.11646e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -11164654.000000 Penalty: 5456.371094
	Iteration 67Q: 3 clusters Score -1.116465e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -11164697.000000 Penalty: 5456.371094
	Iteration 68Q: 3 clusters Score -1.11647e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -11164725.000000 Penalty: 5456.371094
	Iteration 69Q: 3 clusters Score -1.116472e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -11164767.000000 Penalty: 5456.371094
	Iteration 70Q: 3 clusters Score -1.116477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -11164782.000000 Penalty: 5456.371094
	Iteration 71Q: 3 clusters Score -1.116478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -11164813.000000 Penalty: 5456.371094
	Iteration 72Q: 3 clusters Score -1.116481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -11164863.000000 Penalty: 5456.371094
	Iteration 73Q: 3 clusters Score -1.116486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -11164867.000000 Penalty: 5456.371094
	Iteration 74Q: 3 clusters Score -1.116487e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -11164906.000000 Penalty: 5456.371094
	Iteration 75Q: 3 clusters Score -1.116491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -11164916.000000 Penalty: 5456.371094
	Iteration 76Q: 3 clusters Score -1.116492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -11164937.000000 Penalty: 5456.371094
	Iteration 77Q: 3 clusters Score -1.116494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -11164937.000000 Penalty: 5456.371094
	Iteration 78Q: 3 clusters Score -1.116494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -11164942.000000 Penalty: 5456.371094
	Iteration 79Q: 3 clusters Score -1.116494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -11164970.000000 Penalty: 5456.371094
	Iteration 80F: 3 clusters Score -1.116497e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -11164985.000000 Penalty: 5456.371094
	Iteration 81Q: 3 clusters Score -1.116498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -11165002.000000 Penalty: 5456.371094
	Iteration 82Q: 3 clusters Score -1.1165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -11165021.000000 Penalty: 5456.371094
	Iteration 83Q: 3 clusters Score -1.116502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -11165032.000000 Penalty: 5456.371094
	Iteration 84Q: 3 clusters Score -1.116503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -11165035.000000 Penalty: 5456.371094
	Iteration 85Q: 3 clusters Score -1.116504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -11165046.000000 Penalty: 5456.371094
	Iteration 86Q: 3 clusters Score -1.116505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -11165048.000000 Penalty: 5456.371094
	Iteration 87Q: 3 clusters Score -1.116505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -11165051.000000 Penalty: 5456.371094
	Iteration 88Q: 3 clusters Score -1.116505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -11165046.000000 Penalty: 5456.371094
	Iteration 89Q: 3 clusters Score -1.116505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -11165058.000000 Penalty: 5456.371094
	Iteration 90Q: 3 clusters Score -1.116506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -11165057.000000 Penalty: 5456.371094
	Iteration 91Q: 3 clusters Score -1.116506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -11165056.000000 Penalty: 5456.371094
	Iteration 92Q: 3 clusters Score -1.116506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -11165063.000000 Penalty: 5456.371094
	Iteration 93Q: 3 clusters Score -1.116506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -11165061.000000 Penalty: 5456.371094
	Iteration 94Q: 3 clusters Score -1.116506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -11165062.000000 Penalty: 5456.371094
	Iteration 95Q: 3 clusters Score -1.116506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -11165066.000000 Penalty: 5456.371094
	Iteration 96Q: 3 clusters Score -1.116507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -11165067.000000 Penalty: 5456.371094
	Iteration 97Q: 3 clusters Score -1.116507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -11165067.000000 Penalty: 5456.371094
	Iteration 98F: 3 clusters Score -1.116507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Entering Unmasked Estep 
Score: -3497693.000000 Penalty: 2415.132080
	Iteration 0F: 2 clusters Score -3497693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3485675.250000 Penalty: 4830.264160
	Iteration 0F: 3 clusters Score -3485675 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3489516.000000 Penalty: 4830.264160
	Iteration 1F: 3 clusters Score -3489516 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3489834.250000 Penalty: 4830.264160
	Iteration 2F: 3 clusters Score -3489834 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3490077.750000 Penalty: 4830.264160
	Iteration 3Q: 3 clusters Score -3490078 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3490235.500000 Penalty: 4830.264160
	Iteration 4Q: 3 clusters Score -3490236 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3490368.500000 Penalty: 4830.264160
	Iteration 5Q: 3 clusters Score -3490368 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3490495.250000 Penalty: 4830.264160
	Iteration 6Q: 3 clusters Score -3490495 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3490607.250000 Penalty: 4830.264160
	Iteration 7Q: 3 clusters Score -3490607 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3490710.500000 Penalty: 4830.264160
	Iteration 8Q: 3 clusters Score -3490710 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3490826.250000 Penalty: 4830.264160
	Iteration 9Q: 3 clusters Score -3490826 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3490960.000000 Penalty: 4830.264160
	Iteration 10Q: 3 clusters Score -3490960 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3491088.500000 Penalty: 4830.264160
	Iteration 11Q: 3 clusters Score -3491088 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -3491208.500000 Penalty: 4830.264160
	Iteration 12Q: 3 clusters Score -3491208 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3491389.000000 Penalty: 4830.264160
	Iteration 13Q: 3 clusters Score -3491389 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3491611.000000 Penalty: 4830.264160
	Iteration 14Q: 3 clusters Score -3491611 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3491850.500000 Penalty: 4830.264160
	Iteration 15Q: 3 clusters Score -3491850 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3492113.000000 Penalty: 4830.264160
	Iteration 16Q: 3 clusters Score -3492113 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3492364.250000 Penalty: 4830.264160
	Iteration 17Q: 3 clusters Score -3492364 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3492707.250000 Penalty: 4830.264160
	Iteration 18Q: 3 clusters Score -3492707 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3493087.000000 Penalty: 4830.264160
	Iteration 19Q: 3 clusters Score -3493087 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3493456.500000 Penalty: 4830.264160
	Iteration 20F: 3 clusters Score -3493456 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3493800.250000 Penalty: 4830.264160
	Iteration 21Q: 3 clusters Score -3493800 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3494100.000000 Penalty: 4830.264160
	Iteration 22Q: 3 clusters Score -3494100 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3494376.500000 Penalty: 4830.264160
	Iteration 23Q: 3 clusters Score -3494376 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3494647.500000 Penalty: 4830.264160
	Iteration 24Q: 3 clusters Score -3494648 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3494877.000000 Penalty: 4830.264160
	Iteration 25Q: 3 clusters Score -3494877 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3495060.000000 Penalty: 4830.264160
	Iteration 26Q: 3 clusters Score -3495060 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3495201.750000 Penalty: 4830.264160
	Iteration 27Q: 3 clusters Score -3495202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3495321.500000 Penalty: 4830.264160
	Iteration 28Q: 3 clusters Score -3495322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3495396.250000 Penalty: 4830.264160
	Iteration 29Q: 3 clusters Score -3495396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3495465.500000 Penalty: 4830.264160
	Iteration 30Q: 3 clusters Score -3495466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3495509.500000 Penalty: 4830.264160
	Iteration 31Q: 3 clusters Score -3495510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3495539.500000 Penalty: 4830.264160
	Iteration 32Q: 3 clusters Score -3495540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3495546.750000 Penalty: 4830.264160
	Iteration 33Q: 3 clusters Score -3495547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3495554.250000 Penalty: 4830.264160
	Iteration 34Q: 3 clusters Score -3495554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3495560.000000 Penalty: 4830.264160
	Iteration 35Q: 3 clusters Score -3495560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3495565.000000 Penalty: 4830.264160
	Iteration 36Q: 3 clusters Score -3495565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3495573.250000 Penalty: 4830.264160
	Iteration 37Q: 3 clusters Score -3495573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3495582.250000 Penalty: 4830.264160
	Iteration 38Q: 3 clusters Score -3495582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3495580.250000 Penalty: 4830.264160
	Iteration 39Q: 3 clusters Score -3495580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3495584.000000 Penalty: 4830.264160
	Iteration 40F: 3 clusters Score -3495584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3495595.750000 Penalty: 4830.264160
	Iteration 41Q: 3 clusters Score -3495596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3495595.000000 Penalty: 4830.264160
	Iteration 42Q: 3 clusters Score -3495595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3495599.500000 Penalty: 4830.264160
	Iteration 43Q: 3 clusters Score -3495600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3495598.500000 Penalty: 4830.264160
	Iteration 44Q: 3 clusters Score -3495598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3495598.750000 Penalty: 4830.264160
	Iteration 45Q: 3 clusters Score -3495599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3495598.750000 Penalty: 4830.264160
	Iteration 46F: 3 clusters Score -3495599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Entering Unmasked Estep 
Score: -4570035.000000 Penalty: 2475.678955
	Iteration 0F: 2 clusters Score -4570035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -4559216.500000 Penalty: 4951.357910
	Iteration 0F: 3 clusters Score -4559216 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4564373.000000 Penalty: 4951.357910
	Iteration 1F: 3 clusters Score -4564373 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4564823.000000 Penalty: 4951.357910
	Iteration 2F: 3 clusters Score -4564823 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4565247.500000 Penalty: 4951.357910
	Iteration 3Q: 3 clusters Score -4565248 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4565635.500000 Penalty: 4951.357910
	Iteration 4Q: 3 clusters Score -4565636 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4566040.000000 Penalty: 4951.357910
	Iteration 5Q: 3 clusters Score -4566040 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4566447.500000 Penalty: 4951.357910
	Iteration 6Q: 3 clusters Score -4566448 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4566885.000000 Penalty: 4951.357910
	Iteration 7Q: 3 clusters Score -4566885 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -4567284.000000 Penalty: 4951.357910
	Iteration 8Q: 3 clusters Score -4567284 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -4567582.000000 Penalty: 4951.357910
	Iteration 9Q: 3 clusters Score -4567582 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4567754.000000 Penalty: 4951.357910
	Iteration 10Q: 3 clusters Score -4567754 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4567889.500000 Penalty: 4951.357910
	Iteration 11Q: 3 clusters Score -4567890 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -4568056.000000 Penalty: 4951.357910
	Iteration 12Q: 3 clusters Score -4568056 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4568168.000000 Penalty: 4951.357910
	Iteration 13Q: 3 clusters Score -4568168 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -4568306.500000 Penalty: 4951.357910
	Iteration 14Q: 3 clusters Score -4568306 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4568440.000000 Penalty: 4951.357910
	Iteration 15Q: 3 clusters Score -4568440 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4568564.000000 Penalty: 4951.357910
	Iteration 16Q: 3 clusters Score -4568564 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4568661.500000 Penalty: 4951.357910
	Iteration 17Q: 3 clusters Score -4568662 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4568770.500000 Penalty: 4951.357910
	Iteration 18Q: 3 clusters Score -4568770 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -4568877.000000 Penalty: 4951.357910
	Iteration 19Q: 3 clusters Score -4568877 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4568999.500000 Penalty: 4951.357910
	Iteration 20F: 3 clusters Score -4569000 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -4569113.000000 Penalty: 4951.357910
	Iteration 21Q: 3 clusters Score -4569113 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4569241.000000 Penalty: 4951.357910
	Iteration 22Q: 3 clusters Score -4569241 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4569346.000000 Penalty: 4951.357910
	Iteration 23Q: 3 clusters Score -4569346 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4569461.000000 Penalty: 4951.357910
	Iteration 24Q: 3 clusters Score -4569461 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4569561.000000 Penalty: 4951.357910
	Iteration 25Q: 3 clusters Score -4569561 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4569689.500000 Penalty: 4951.357910
	Iteration 26Q: 3 clusters Score -4569690 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -4569796.500000 Penalty: 4951.357910
	Iteration 27Q: 3 clusters Score -4569796 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -4569912.000000 Penalty: 4951.357910
	Iteration 28Q: 3 clusters Score -4569912 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -4569980.000000 Penalty: 4951.357910
	Iteration 29Q: 3 clusters Score -4569980 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4570050.000000 Penalty: 4951.357910
	Iteration 30Q: 3 clusters Score -4570050 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4570123.500000 Penalty: 4951.357910
	Iteration 31Q: 3 clusters Score -4570124 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -4570171.000000 Penalty: 4951.357910
	Iteration 32Q: 3 clusters Score -4570171 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4570225.000000 Penalty: 4951.357910
	Iteration 33Q: 3 clusters Score -4570225 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -4570280.500000 Penalty: 4951.357910
	Iteration 34Q: 3 clusters Score -4570280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4570347.000000 Penalty: 4951.357910
	Iteration 35Q: 3 clusters Score -4570347 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4570383.000000 Penalty: 4951.357910
	Iteration 36Q: 3 clusters Score -4570383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4570420.500000 Penalty: 4951.357910
	Iteration 37Q: 3 clusters Score -4570420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4570451.000000 Penalty: 4951.357910
	Iteration 38Q: 3 clusters Score -4570451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -4570466.500000 Penalty: 4951.357910
	Iteration 39Q: 3 clusters Score -4570466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4570496.500000 Penalty: 4951.357910
	Iteration 40F: 3 clusters Score -4570496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -4570492.500000 Penalty: 4951.357910
	Iteration 41Q: 3 clusters Score -4570492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4570517.000000 Penalty: 4951.357910
	Iteration 42Q: 3 clusters Score -4570517 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -4570527.000000 Penalty: 4951.357910
	Iteration 43Q: 3 clusters Score -4570527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -4570540.500000 Penalty: 4951.357910
	Iteration 44Q: 3 clusters Score -4570540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -4570556.000000 Penalty: 4951.357910
	Iteration 45Q: 3 clusters Score -4570556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4570555.000000 Penalty: 4951.357910
	Iteration 46Q: 3 clusters Score -4570555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -4570566.500000 Penalty: 4951.357910
	Iteration 47Q: 3 clusters Score -4570566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4570575.000000 Penalty: 4951.357910
	Iteration 48Q: 3 clusters Score -4570575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4570583.500000 Penalty: 4951.357910
	Iteration 49Q: 3 clusters Score -4570584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4570588.500000 Penalty: 4951.357910
	Iteration 50Q: 3 clusters Score -4570588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4570595.000000 Penalty: 4951.357910
	Iteration 51Q: 3 clusters Score -4570595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4570603.000000 Penalty: 4951.357910
	Iteration 52Q: 3 clusters Score -4570603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4570609.500000 Penalty: 4951.357910
	Iteration 53Q: 3 clusters Score -4570610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4570610.000000 Penalty: 4951.357910
	Iteration 54Q: 3 clusters Score -4570610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4570618.500000 Penalty: 4951.357910
	Iteration 55Q: 3 clusters Score -4570618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -4570622.500000 Penalty: 4951.357910
	Iteration 56Q: 3 clusters Score -4570622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4570633.000000 Penalty: 4951.357910
	Iteration 57Q: 3 clusters Score -4570633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4570637.500000 Penalty: 4951.357910
	Iteration 58Q: 3 clusters Score -4570638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4570645.000000 Penalty: 4951.357910
	Iteration 59Q: 3 clusters Score -4570645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4570642.000000 Penalty: 4951.357910
	Iteration 60F: 3 clusters Score -4570642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4570640.000000 Penalty: 4951.357910
	Iteration 61Q: 3 clusters Score -4570640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4570640.500000 Penalty: 4951.357910
	Iteration 62Q: 3 clusters Score -4570640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -4570646.500000 Penalty: 4951.357910
	Iteration 63Q: 3 clusters Score -4570646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4570655.500000 Penalty: 4951.357910
	Iteration 64Q: 3 clusters Score -4570656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4570652.500000 Penalty: 4951.357910
	Iteration 65Q: 3 clusters Score -4570652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4570653.500000 Penalty: 4951.357910
	Iteration 66Q: 3 clusters Score -4570654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4570646.500000 Penalty: 4951.357910
	Iteration 67Q: 3 clusters Score -4570646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -4570643.000000 Penalty: 4951.357910
	Iteration 68Q: 3 clusters Score -4570643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4570651.000000 Penalty: 4951.357910
	Iteration 69Q: 3 clusters Score -4570651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4570646.000000 Penalty: 4951.357910
	Iteration 70Q: 3 clusters Score -4570646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4570652.000000 Penalty: 4951.357910
	Iteration 71Q: 3 clusters Score -4570652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4570657.500000 Penalty: 4951.357910
	Iteration 72Q: 3 clusters Score -4570658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4570672.500000 Penalty: 4951.357910
	Iteration 73Q: 3 clusters Score -4570672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4570667.500000 Penalty: 4951.357910
	Iteration 74Q: 3 clusters Score -4570668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4570678.500000 Penalty: 4951.357910
	Iteration 75Q: 3 clusters Score -4570678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -4570679.000000 Penalty: 4951.357910
	Iteration 76Q: 3 clusters Score -4570679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4570688.000000 Penalty: 4951.357910
	Iteration 77Q: 3 clusters Score -4570688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4570685.500000 Penalty: 4951.357910
	Iteration 78Q: 3 clusters Score -4570686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -4570687.500000 Penalty: 4951.357910
	Iteration 79Q: 3 clusters Score -4570688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4570687.500000 Penalty: 4951.357910
	Iteration 80F: 3 clusters Score -4570688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -4570690.000000 Penalty: 4951.357910
	Iteration 81Q: 3 clusters Score -4570690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4570689.000000 Penalty: 4951.357910
	Iteration 82Q: 3 clusters Score -4570689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -4570691.500000 Penalty: 4951.357910
	Iteration 83Q: 3 clusters Score -4570692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4570695.000000 Penalty: 4951.357910
	Iteration 84Q: 3 clusters Score -4570695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4570695.000000 Penalty: 4951.357910
	Iteration 85F: 3 clusters Score -4570695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 7973 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 13673 members 
Entering Unmasked Estep 
Score: -161331248.000000 Penalty: 206342.156250
Splitting cluster 16 changes total score from -161331920.000000 to -161331248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (7289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Entering Unmasked Estep 
Score: -1324581.000000 Penalty: 2205.741943
	Iteration 0F: 2 clusters Score -1324581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1318677.625000 Penalty: 4411.483887
	Iteration 0F: 3 clusters Score -1318678 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1320408.625000 Penalty: 4411.483887
	Iteration 1F: 3 clusters Score -1320409 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1320725.375000 Penalty: 4411.483887
	Iteration 2F: 3 clusters Score -1320725 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1320966.000000 Penalty: 4411.483887
	Iteration 3F: 3 clusters Score -1320966 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1321237.500000 Penalty: 4411.483887
	Iteration 4Q: 3 clusters Score -1321238 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1321493.375000 Penalty: 4411.483887
	Iteration 5Q: 3 clusters Score -1321493 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1321720.125000 Penalty: 4411.483887
	Iteration 6Q: 3 clusters Score -1321720 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1321928.750000 Penalty: 4411.483887
	Iteration 7Q: 3 clusters Score -1321929 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1322112.625000 Penalty: 4411.483887
	Iteration 8Q: 3 clusters Score -1322113 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1322290.000000 Penalty: 4411.483887
	Iteration 9Q: 3 clusters Score -1322290 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1322467.750000 Penalty: 4411.483887
	Iteration 10Q: 3 clusters Score -1322468 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1322693.500000 Penalty: 4411.483887
	Iteration 11Q: 3 clusters Score -1322694 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1322924.375000 Penalty: 4411.483887
	Iteration 12Q: 3 clusters Score -1322924 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1323133.125000 Penalty: 4411.483887
	Iteration 13Q: 3 clusters Score -1323133 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1323295.500000 Penalty: 4411.483887
	Iteration 14Q: 3 clusters Score -1323296 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1323468.750000 Penalty: 4411.483887
	Iteration 15Q: 3 clusters Score -1323469 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1323619.500000 Penalty: 4411.483887
	Iteration 16Q: 3 clusters Score -1323620 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1323750.500000 Penalty: 4411.483887
	Iteration 17Q: 3 clusters Score -1323750 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1323849.250000 Penalty: 4411.483887
	Iteration 18Q: 3 clusters Score -1323849 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1323919.000000 Penalty: 4411.483887
	Iteration 19Q: 3 clusters Score -1323919 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1323991.500000 Penalty: 4411.483887
	Iteration 20F: 3 clusters Score -1323992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1324060.625000 Penalty: 4411.483887
	Iteration 21Q: 3 clusters Score -1324061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1324129.000000 Penalty: 4411.483887
	Iteration 22Q: 3 clusters Score -1324129 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1324167.500000 Penalty: 4411.483887
	Iteration 23Q: 3 clusters Score -1324168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1324200.125000 Penalty: 4411.483887
	Iteration 24Q: 3 clusters Score -1324200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1324211.000000 Penalty: 4411.483887
	Iteration 25Q: 3 clusters Score -1324211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1324218.750000 Penalty: 4411.483887
	Iteration 26Q: 3 clusters Score -1324219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1324226.750000 Penalty: 4411.483887
	Iteration 27Q: 3 clusters Score -1324227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1324234.375000 Penalty: 4411.483887
	Iteration 28Q: 3 clusters Score -1324234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1324234.375000 Penalty: 4411.483887
	Iteration 29Q: 3 clusters Score -1324234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1324238.875000 Penalty: 4411.483887
	Iteration 30Q: 3 clusters Score -1324239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1324237.750000 Penalty: 4411.483887
	Iteration 31Q: 3 clusters Score -1324238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1324244.625000 Penalty: 4411.483887
	Iteration 32Q: 3 clusters Score -1324245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1324249.250000 Penalty: 4411.483887
	Iteration 33Q: 3 clusters Score -1324249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1324248.625000 Penalty: 4411.483887
	Iteration 34Q: 3 clusters Score -1324249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1324251.875000 Penalty: 4411.483887
	Iteration 35Q: 3 clusters Score -1324252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1324249.125000 Penalty: 4411.483887
	Iteration 36Q: 3 clusters Score -1324249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1324248.625000 Penalty: 4411.483887
	Iteration 37Q: 3 clusters Score -1324249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1324248.625000 Penalty: 4411.483887
	Iteration 38F: 3 clusters Score -1324249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Entering Unmasked Estep 
Score: -4884886.000000 Penalty: 2514.529541
	Iteration 0F: 2 clusters Score -4884886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4867499.500000 Penalty: 5029.059082
	Iteration 0F: 3 clusters Score -4867500 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4873731.000000 Penalty: 5029.059082
	Iteration 1F: 3 clusters Score -4873731 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4874480.000000 Penalty: 5029.059082
	Iteration 2F: 3 clusters Score -4874480 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4875276.500000 Penalty: 5029.059082
	Iteration 3F: 3 clusters Score -4875276 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4876068.500000 Penalty: 5029.059082
	Iteration 4Q: 3 clusters Score -4876068 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4876913.500000 Penalty: 5029.059082
	Iteration 5Q: 3 clusters Score -4876914 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4877795.500000 Penalty: 5029.059082
	Iteration 6Q: 3 clusters Score -4877796 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -4878673.000000 Penalty: 5029.059082
	Iteration 7F: 3 clusters Score -4878673 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -4879667.000000 Penalty: 5029.059082
	Iteration 8F: 3 clusters Score -4879667 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -4880628.000000 Penalty: 5029.059082
	Iteration 9F: 3 clusters Score -4880628 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4881355.500000 Penalty: 5029.059082
	Iteration 10F: 3 clusters Score -4881356 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4881757.500000 Penalty: 5029.059082
	Iteration 11Q: 3 clusters Score -4881758 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4882045.000000 Penalty: 5029.059082
	Iteration 12Q: 3 clusters Score -4882045 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -4882297.000000 Penalty: 5029.059082
	Iteration 13Q: 3 clusters Score -4882297 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4882524.500000 Penalty: 5029.059082
	Iteration 14Q: 3 clusters Score -4882524 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4882817.500000 Penalty: 5029.059082
	Iteration 15Q: 3 clusters Score -4882818 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -4883105.000000 Penalty: 5029.059082
	Iteration 16Q: 3 clusters Score -4883105 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4883316.500000 Penalty: 5029.059082
	Iteration 17Q: 3 clusters Score -4883316 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4883490.000000 Penalty: 5029.059082
	Iteration 18Q: 3 clusters Score -4883490 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -4883584.000000 Penalty: 5029.059082
	Iteration 19Q: 3 clusters Score -4883584 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4883645.500000 Penalty: 5029.059082
	Iteration 20F: 3 clusters Score -4883646 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4883676.500000 Penalty: 5029.059082
	Iteration 21Q: 3 clusters Score -4883676 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4883700.500000 Penalty: 5029.059082
	Iteration 22Q: 3 clusters Score -4883700 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4883704.500000 Penalty: 5029.059082
	Iteration 23Q: 3 clusters Score -4883704 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4883709.000000 Penalty: 5029.059082
	Iteration 24Q: 3 clusters Score -4883709 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4883715.500000 Penalty: 5029.059082
	Iteration 25Q: 3 clusters Score -4883716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4883724.500000 Penalty: 5029.059082
	Iteration 26Q: 3 clusters Score -4883724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4883732.000000 Penalty: 5029.059082
	Iteration 27Q: 3 clusters Score -4883732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4883736.000000 Penalty: 5029.059082
	Iteration 28Q: 3 clusters Score -4883736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -4883734.000000 Penalty: 5029.059082
	Iteration 29Q: 3 clusters Score -4883734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -4883732.500000 Penalty: 5029.059082
	Iteration 30Q: 3 clusters Score -4883732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4883738.000000 Penalty: 5029.059082
	Iteration 31Q: 3 clusters Score -4883738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4883739.000000 Penalty: 5029.059082
	Iteration 32Q: 3 clusters Score -4883739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4883752.500000 Penalty: 5029.059082
	Iteration 33Q: 3 clusters Score -4883752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4883751.500000 Penalty: 5029.059082
	Iteration 34Q: 3 clusters Score -4883752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -4883758.000000 Penalty: 5029.059082
	Iteration 35Q: 3 clusters Score -4883758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4883753.000000 Penalty: 5029.059082
	Iteration 36Q: 3 clusters Score -4883753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4883771.500000 Penalty: 5029.059082
	Iteration 37Q: 3 clusters Score -4883772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4883771.000000 Penalty: 5029.059082
	Iteration 38Q: 3 clusters Score -4883771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4883770.000000 Penalty: 5029.059082
	Iteration 39Q: 3 clusters Score -4883770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -4883758.000000 Penalty: 5029.059082
	Iteration 40F: 3 clusters Score -4883758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4883758.500000 Penalty: 5029.059082
	Iteration 41Q: 3 clusters Score -4883758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4883759.000000 Penalty: 5029.059082
	Iteration 42Q: 3 clusters Score -4883759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4883779.000000 Penalty: 5029.059082
	Iteration 43Q: 3 clusters Score -4883779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4883770.500000 Penalty: 5029.059082
	Iteration 44Q: 3 clusters Score -4883770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4883771.500000 Penalty: 5029.059082
	Iteration 45Q: 3 clusters Score -4883772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4883771.500000 Penalty: 5029.059082
	Iteration 46Q: 3 clusters Score -4883772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -4883774.500000 Penalty: 5029.059082
	Iteration 47Q: 3 clusters Score -4883774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -4883786.000000 Penalty: 5029.059082
	Iteration 48Q: 3 clusters Score -4883786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4883790.500000 Penalty: 5029.059082
	Iteration 49Q: 3 clusters Score -4883790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -4883802.500000 Penalty: 5029.059082
	Iteration 50Q: 3 clusters Score -4883802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4883797.500000 Penalty: 5029.059082
	Iteration 51Q: 3 clusters Score -4883798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4883795.000000 Penalty: 5029.059082
	Iteration 52Q: 3 clusters Score -4883795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4883803.500000 Penalty: 5029.059082
	Iteration 53Q: 3 clusters Score -4883804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4883814.500000 Penalty: 5029.059082
	Iteration 54Q: 3 clusters Score -4883814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4883819.000000 Penalty: 5029.059082
	Iteration 55Q: 3 clusters Score -4883819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -4883815.500000 Penalty: 5029.059082
	Iteration 56Q: 3 clusters Score -4883816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4883822.000000 Penalty: 5029.059082
	Iteration 57Q: 3 clusters Score -4883822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -4883814.500000 Penalty: 5029.059082
	Iteration 58Q: 3 clusters Score -4883814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -4883824.500000 Penalty: 5029.059082
	Iteration 59Q: 3 clusters Score -4883824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4883828.000000 Penalty: 5029.059082
	Iteration 60F: 3 clusters Score -4883828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4883842.000000 Penalty: 5029.059082
	Iteration 61Q: 3 clusters Score -4883842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4883844.500000 Penalty: 5029.059082
	Iteration 62Q: 3 clusters Score -4883844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -4883854.000000 Penalty: 5029.059082
	Iteration 63Q: 3 clusters Score -4883854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4883851.500000 Penalty: 5029.059082
	Iteration 64Q: 3 clusters Score -4883852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4883853.500000 Penalty: 5029.059082
	Iteration 65Q: 3 clusters Score -4883854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4883854.500000 Penalty: 5029.059082
	Iteration 66Q: 3 clusters Score -4883854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -4883859.500000 Penalty: 5029.059082
	Iteration 67Q: 3 clusters Score -4883860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -4883856.500000 Penalty: 5029.059082
	Iteration 68Q: 3 clusters Score -4883856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -4883850.500000 Penalty: 5029.059082
	Iteration 69Q: 3 clusters Score -4883850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -4883866.500000 Penalty: 5029.059082
	Iteration 70Q: 3 clusters Score -4883866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4883858.500000 Penalty: 5029.059082
	Iteration 71Q: 3 clusters Score -4883858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -4883871.500000 Penalty: 5029.059082
	Iteration 72Q: 3 clusters Score -4883872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -4883871.000000 Penalty: 5029.059082
	Iteration 73Q: 3 clusters Score -4883871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -4883870.500000 Penalty: 5029.059082
	Iteration 74Q: 3 clusters Score -4883870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4883870.500000 Penalty: 5029.059082
	Iteration 75Q: 3 clusters Score -4883870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4883875.000000 Penalty: 5029.059082
	Iteration 76Q: 3 clusters Score -4883875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -4883872.500000 Penalty: 5029.059082
	Iteration 77Q: 3 clusters Score -4883872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -4883881.000000 Penalty: 5029.059082
	Iteration 78Q: 3 clusters Score -4883881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -4883880.500000 Penalty: 5029.059082
	Iteration 79Q: 3 clusters Score -4883880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -4883885.500000 Penalty: 5029.059082
	Iteration 80F: 3 clusters Score -4883886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4883878.500000 Penalty: 5029.059082
	Iteration 81Q: 3 clusters Score -4883878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4883877.500000 Penalty: 5029.059082
	Iteration 82Q: 3 clusters Score -4883878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -4883884.000000 Penalty: 5029.059082
	Iteration 83Q: 3 clusters Score -4883884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4883883.500000 Penalty: 5029.059082
	Iteration 84Q: 3 clusters Score -4883884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -4883890.000000 Penalty: 5029.059082
	Iteration 85Q: 3 clusters Score -4883890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -4883891.500000 Penalty: 5029.059082
	Iteration 86Q: 3 clusters Score -4883892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -4883891.500000 Penalty: 5029.059082
	Iteration 87F: 3 clusters Score -4883892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Entering Unmasked Estep 
Score: -7355623.500000 Penalty: 2613.804688
	Iteration 0F: 2 clusters Score -7355624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -7332783.000000 Penalty: 5227.609375
	Iteration 0F: 3 clusters Score -7332783 nChanged 17381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -7342235.500000 Penalty: 5227.609375
	Iteration 1F: 3 clusters Score -7342236 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -7342725.500000 Penalty: 5227.609375
	Iteration 2Q: 3 clusters Score -7342726 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -7343150.000000 Penalty: 5227.609375
	Iteration 3Q: 3 clusters Score -7343150 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -7343720.000000 Penalty: 5227.609375
	Iteration 4Q: 3 clusters Score -7343720 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -7344427.000000 Penalty: 5227.609375
	Iteration 5Q: 3 clusters Score -7344427 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -7345559.500000 Penalty: 5227.609375
	Iteration 6F: 3 clusters Score -7345560 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -7347059.000000 Penalty: 5227.609375
	Iteration 7F: 3 clusters Score -7347059 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -7349197.500000 Penalty: 5227.609375
	Iteration 8F: 3 clusters Score -7349198 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -7351335.000000 Penalty: 5227.609375
	Iteration 9F: 3 clusters Score -7351335 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -7352772.500000 Penalty: 5227.609375
	Iteration 10F: 3 clusters Score -7352772 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -7353490.000000 Penalty: 5227.609375
	Iteration 11Q: 3 clusters Score -7353490 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -7353910.500000 Penalty: 5227.609375
	Iteration 12Q: 3 clusters Score -7353910 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -7354126.500000 Penalty: 5227.609375
	Iteration 13Q: 3 clusters Score -7354126 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -7354370.500000 Penalty: 5227.609375
	Iteration 14Q: 3 clusters Score -7354370 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -7354595.000000 Penalty: 5227.609375
	Iteration 15Q: 3 clusters Score -7354595 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -7354697.000000 Penalty: 5227.609375
	Iteration 16Q: 3 clusters Score -7354697 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -7354800.500000 Penalty: 5227.609375
	Iteration 17Q: 3 clusters Score -7354800 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -7354860.500000 Penalty: 5227.609375
	Iteration 18Q: 3 clusters Score -7354860 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -7354902.500000 Penalty: 5227.609375
	Iteration 19Q: 3 clusters Score -7354902 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -7354927.000000 Penalty: 5227.609375
	Iteration 20F: 3 clusters Score -7354927 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -7354934.000000 Penalty: 5227.609375
	Iteration 21Q: 3 clusters Score -7354934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -7354934.500000 Penalty: 5227.609375
	Iteration 22Q: 3 clusters Score -7354934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -7354947.500000 Penalty: 5227.609375
	Iteration 23Q: 3 clusters Score -7354948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -7354950.000000 Penalty: 5227.609375
	Iteration 24Q: 3 clusters Score -7354950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -7354950.500000 Penalty: 5227.609375
	Iteration 25Q: 3 clusters Score -7354950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -7354939.000000 Penalty: 5227.609375
	Iteration 26Q: 3 clusters Score -7354939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -7354943.500000 Penalty: 5227.609375
	Iteration 27Q: 3 clusters Score -7354944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -7354960.000000 Penalty: 5227.609375
	Iteration 28Q: 3 clusters Score -7354960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -7354959.000000 Penalty: 5227.609375
	Iteration 29Q: 3 clusters Score -7354959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -7354977.500000 Penalty: 5227.609375
	Iteration 30Q: 3 clusters Score -7354978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -7354974.000000 Penalty: 5227.609375
	Iteration 31Q: 3 clusters Score -7354974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -7354968.500000 Penalty: 5227.609375
	Iteration 32Q: 3 clusters Score -7354968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -7354994.500000 Penalty: 5227.609375
	Iteration 33Q: 3 clusters Score -7354994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -7354986.000000 Penalty: 5227.609375
	Iteration 34Q: 3 clusters Score -7354986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -7354987.000000 Penalty: 5227.609375
	Iteration 35Q: 3 clusters Score -7354987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -7354982.500000 Penalty: 5227.609375
	Iteration 36Q: 3 clusters Score -7354982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -7354991.000000 Penalty: 5227.609375
	Iteration 37Q: 3 clusters Score -7354991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -7354992.000000 Penalty: 5227.609375
	Iteration 38Q: 3 clusters Score -7354992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -7354997.500000 Penalty: 5227.609375
	Iteration 39Q: 3 clusters Score -7354998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -7355003.500000 Penalty: 5227.609375
	Iteration 40F: 3 clusters Score -7355004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -7354995.500000 Penalty: 5227.609375
	Iteration 41Q: 3 clusters Score -7354996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -7354998.000000 Penalty: 5227.609375
	Iteration 42Q: 3 clusters Score -7354998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -7354995.500000 Penalty: 5227.609375
	Iteration 43Q: 3 clusters Score -7354996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -7354998.000000 Penalty: 5227.609375
	Iteration 44Q: 3 clusters Score -7354998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -7354997.000000 Penalty: 5227.609375
	Iteration 45Q: 3 clusters Score -7354997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -7354993.500000 Penalty: 5227.609375
	Iteration 46Q: 3 clusters Score -7354994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -7354986.500000 Penalty: 5227.609375
	Iteration 47Q: 3 clusters Score -7354986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -7354988.000000 Penalty: 5227.609375
	Iteration 48Q: 3 clusters Score -7354988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -7354988.000000 Penalty: 5227.609375
	Iteration 49F: 3 clusters Score -7354988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Entering Unmasked Estep 
Score: -6066427.000000 Penalty: 2567.441406
	Iteration 0F: 2 clusters Score -6066427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6046606.500000 Penalty: 5134.882812
	Iteration 0F: 3 clusters Score -6046606 nChanged 14018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -6054238.500000 Penalty: 5134.882812
	Iteration 1F: 3 clusters Score -6054238 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -6054701.000000 Penalty: 5134.882812
	Iteration 2Q: 3 clusters Score -6054701 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -6055194.000000 Penalty: 5134.882812
	Iteration 3Q: 3 clusters Score -6055194 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -6055883.500000 Penalty: 5134.882812
	Iteration 4Q: 3 clusters Score -6055884 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -6056931.500000 Penalty: 5134.882812
	Iteration 5F: 3 clusters Score -6056932 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -6058350.000000 Penalty: 5134.882812
	Iteration 6F: 3 clusters Score -6058350 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -6060163.000000 Penalty: 5134.882812
	Iteration 7F: 3 clusters Score -6060163 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -6062005.500000 Penalty: 5134.882812
	Iteration 8F: 3 clusters Score -6062006 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -6063570.500000 Penalty: 5134.882812
	Iteration 9F: 3 clusters Score -6063570 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -6064565.500000 Penalty: 5134.882812
	Iteration 10Q: 3 clusters Score -6064566 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -6065195.000000 Penalty: 5134.882812
	Iteration 11Q: 3 clusters Score -6065195 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6065531.500000 Penalty: 5134.882812
	Iteration 12Q: 3 clusters Score -6065532 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -6065797.500000 Penalty: 5134.882812
	Iteration 13Q: 3 clusters Score -6065798 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -6065930.500000 Penalty: 5134.882812
	Iteration 14Q: 3 clusters Score -6065930 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -6066022.000000 Penalty: 5134.882812
	Iteration 15Q: 3 clusters Score -6066022 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6066107.500000 Penalty: 5134.882812
	Iteration 16Q: 3 clusters Score -6066108 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -6066136.500000 Penalty: 5134.882812
	Iteration 17Q: 3 clusters Score -6066136 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -6066162.000000 Penalty: 5134.882812
	Iteration 18Q: 3 clusters Score -6066162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6066194.000000 Penalty: 5134.882812
	Iteration 19Q: 3 clusters Score -6066194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -6066190.000000 Penalty: 5134.882812
	Iteration 20F: 3 clusters Score -6066190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -6066203.000000 Penalty: 5134.882812
	Iteration 21Q: 3 clusters Score -6066203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -6066211.500000 Penalty: 5134.882812
	Iteration 22Q: 3 clusters Score -6066212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -6066226.500000 Penalty: 5134.882812
	Iteration 23Q: 3 clusters Score -6066226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6066228.000000 Penalty: 5134.882812
	Iteration 24Q: 3 clusters Score -6066228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -6066219.000000 Penalty: 5134.882812
	Iteration 25Q: 3 clusters Score -6066219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -6066223.000000 Penalty: 5134.882812
	Iteration 26Q: 3 clusters Score -6066223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6066222.500000 Penalty: 5134.882812
	Iteration 27Q: 3 clusters Score -6066222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6066212.500000 Penalty: 5134.882812
	Iteration 28Q: 3 clusters Score -6066212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -6066214.500000 Penalty: 5134.882812
	Iteration 29Q: 3 clusters Score -6066214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6066217.500000 Penalty: 5134.882812
	Iteration 30Q: 3 clusters Score -6066218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -6066210.500000 Penalty: 5134.882812
	Iteration 31Q: 3 clusters Score -6066210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -6066215.500000 Penalty: 5134.882812
	Iteration 32Q: 3 clusters Score -6066216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -6066212.500000 Penalty: 5134.882812
	Iteration 33Q: 3 clusters Score -6066212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6066212.500000 Penalty: 5134.882812
	Iteration 34Q: 3 clusters Score -6066212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -6066220.500000 Penalty: 5134.882812
	Iteration 35Q: 3 clusters Score -6066220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6066221.000000 Penalty: 5134.882812
	Iteration 36Q: 3 clusters Score -6066221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6066216.500000 Penalty: 5134.882812
	Iteration 37Q: 3 clusters Score -6066216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -6066220.000000 Penalty: 5134.882812
	Iteration 38Q: 3 clusters Score -6066220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -6066218.500000 Penalty: 5134.882812
	Iteration 39Q: 3 clusters Score -6066218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6066218.500000 Penalty: 5134.882812
	Iteration 40F: 3 clusters Score -6066218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -195535.093750 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -195535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -193628.421875 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -193628.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -194185.281250 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -194185.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -194550.421875 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -194550.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -195012.171875 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -195012.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -195269.843750 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -195269.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -195392.437500 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -195392.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -195443.625000 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -195443.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -195483.109375 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -195483.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -195514.203125 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -195514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -195524.421875 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -195524.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -195542.343750 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -195542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -195553.265625 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -195553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -195563.640625 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -195563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -195567.937500 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -195567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -195567.937500 Penalty: 3495.999756
	Iteration 14F: 3 clusters Score -195567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 461 members 
Entering Unmasked Estep 
Score: -161330320.000000 Penalty: 206342.156250
Splitting cluster 21 changes total score from -161331920.000000 to -161330320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (15398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Entering Unmasked Estep 
Score: -3094804.250000 Penalty: 2391.214111
	Iteration 0F: 2 clusters Score -3094804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3083887.750000 Penalty: 4782.428223
	Iteration 0F: 3 clusters Score -3083888 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3087315.000000 Penalty: 4782.428223
	Iteration 1F: 3 clusters Score -3087315 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3087672.250000 Penalty: 4782.428223
	Iteration 2F: 3 clusters Score -3087672 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3087915.500000 Penalty: 4782.428223
	Iteration 3Q: 3 clusters Score -3087916 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3088113.000000 Penalty: 4782.428223
	Iteration 4Q: 3 clusters Score -3088113 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3088273.250000 Penalty: 4782.428223
	Iteration 5Q: 3 clusters Score -3088273 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3088444.750000 Penalty: 4782.428223
	Iteration 6Q: 3 clusters Score -3088445 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3088601.500000 Penalty: 4782.428223
	Iteration 7Q: 3 clusters Score -3088602 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3088774.500000 Penalty: 4782.428223
	Iteration 8Q: 3 clusters Score -3088774 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3088937.750000 Penalty: 4782.428223
	Iteration 9Q: 3 clusters Score -3088938 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3089111.250000 Penalty: 4782.428223
	Iteration 10Q: 3 clusters Score -3089111 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3089284.750000 Penalty: 4782.428223
	Iteration 11Q: 3 clusters Score -3089285 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3089482.000000 Penalty: 4782.428223
	Iteration 12Q: 3 clusters Score -3089482 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3089702.250000 Penalty: 4782.428223
	Iteration 13Q: 3 clusters Score -3089702 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3089970.250000 Penalty: 4782.428223
	Iteration 14Q: 3 clusters Score -3089970 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3090227.750000 Penalty: 4782.428223
	Iteration 15Q: 3 clusters Score -3090228 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3090549.250000 Penalty: 4782.428223
	Iteration 16Q: 3 clusters Score -3090549 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3090894.000000 Penalty: 4782.428223
	Iteration 17Q: 3 clusters Score -3090894 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3091278.250000 Penalty: 4782.428223
	Iteration 18Q: 3 clusters Score -3091278 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3091594.500000 Penalty: 4782.428223
	Iteration 19Q: 3 clusters Score -3091594 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3091866.000000 Penalty: 4782.428223
	Iteration 20F: 3 clusters Score -3091866 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3092086.500000 Penalty: 4782.428223
	Iteration 21Q: 3 clusters Score -3092086 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3092306.250000 Penalty: 4782.428223
	Iteration 22Q: 3 clusters Score -3092306 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3092460.250000 Penalty: 4782.428223
	Iteration 23Q: 3 clusters Score -3092460 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3092517.500000 Penalty: 4782.428223
	Iteration 24Q: 3 clusters Score -3092518 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3092591.500000 Penalty: 4782.428223
	Iteration 25Q: 3 clusters Score -3092592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3092650.750000 Penalty: 4782.428223
	Iteration 26Q: 3 clusters Score -3092651 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3092691.500000 Penalty: 4782.428223
	Iteration 27Q: 3 clusters Score -3092692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3092713.000000 Penalty: 4782.428223
	Iteration 28Q: 3 clusters Score -3092713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3092740.000000 Penalty: 4782.428223
	Iteration 29Q: 3 clusters Score -3092740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3092761.250000 Penalty: 4782.428223
	Iteration 30Q: 3 clusters Score -3092761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3092771.500000 Penalty: 4782.428223
	Iteration 31Q: 3 clusters Score -3092772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3092781.000000 Penalty: 4782.428223
	Iteration 32Q: 3 clusters Score -3092781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3092790.750000 Penalty: 4782.428223
	Iteration 33Q: 3 clusters Score -3092791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3092801.250000 Penalty: 4782.428223
	Iteration 34Q: 3 clusters Score -3092801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3092803.500000 Penalty: 4782.428223
	Iteration 35Q: 3 clusters Score -3092804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3092809.000000 Penalty: 4782.428223
	Iteration 36Q: 3 clusters Score -3092809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3092817.750000 Penalty: 4782.428223
	Iteration 37Q: 3 clusters Score -3092818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3092824.250000 Penalty: 4782.428223
	Iteration 38Q: 3 clusters Score -3092824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3092822.750000 Penalty: 4782.428223
	Iteration 39Q: 3 clusters Score -3092823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3092826.750000 Penalty: 4782.428223
	Iteration 40F: 3 clusters Score -3092827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3092834.500000 Penalty: 4782.428223
	Iteration 41Q: 3 clusters Score -3092834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3092834.750000 Penalty: 4782.428223
	Iteration 42Q: 3 clusters Score -3092835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3092841.250000 Penalty: 4782.428223
	Iteration 43Q: 3 clusters Score -3092841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3092841.500000 Penalty: 4782.428223
	Iteration 44Q: 3 clusters Score -3092842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3092844.750000 Penalty: 4782.428223
	Iteration 45Q: 3 clusters Score -3092845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3092839.500000 Penalty: 4782.428223
	Iteration 46Q: 3 clusters Score -3092840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3092843.000000 Penalty: 4782.428223
	Iteration 47Q: 3 clusters Score -3092843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3092838.500000 Penalty: 4782.428223
	Iteration 48Q: 3 clusters Score -3092838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3092841.750000 Penalty: 4782.428223
	Iteration 49Q: 3 clusters Score -3092842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3092843.000000 Penalty: 4782.428223
	Iteration 50Q: 3 clusters Score -3092843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3092842.000000 Penalty: 4782.428223
	Iteration 51Q: 3 clusters Score -3092842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3092845.000000 Penalty: 4782.428223
	Iteration 52Q: 3 clusters Score -3092845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3092843.000000 Penalty: 4782.428223
	Iteration 53Q: 3 clusters Score -3092843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3092844.500000 Penalty: 4782.428223
	Iteration 54Q: 3 clusters Score -3092844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3092843.250000 Penalty: 4782.428223
	Iteration 55Q: 3 clusters Score -3092843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3092843.250000 Penalty: 4782.428223
	Iteration 56F: 3 clusters Score -3092843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -26947.783203 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -26947.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25931.861328 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -25931.86 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26510.890625 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -26510.89 nChanged 34
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: -26808.197266 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -26808.2 nChanged 21
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: -27151.542969 Penalty: 2946.324951
	Iteration 3F: 3 clusters Score -27151.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27403.062500 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -27403.06 nChanged 12
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: -27568.375000 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -27568.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27679.789062 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -27679.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27731.220703 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -27731.22 nChanged 9
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: -27773.900391 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -27773.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27820.464844 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -27820.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27835.791016 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -27835.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27852.007812 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -27852.01 nChanged 1
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: -27855.091797 Penalty: 2946.324951
	Iteration 12Q: 3 clusters Score -27855.09 nChanged 0
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: -27855.091797 Penalty: 2946.324951
	Iteration 13F: 3 clusters Score -27855.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 169 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 211 members 
Entering Unmasked Estep 
Score: -161330640.000000 Penalty: 206342.156250
Splitting cluster 23 changes total score from -161331920.000000 to -161330640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -82670.851562 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -82670.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81197.914062 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -81197.91 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81373.539062 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -81373.54 nChanged 21
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: -81424.593750 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -81424.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81447.562500 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -81447.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81464.140625 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -81464.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81466.882812 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -81466.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81468.851562 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -81468.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81473.750000 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -81473.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81487.507812 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -81487.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81497.406250 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -81497.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81507.554688 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -81507.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81521.101562 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -81521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81525.265625 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -81525.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81530.023438 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -81530.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81531.460938 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -81531.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81542.554688 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -81542.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81557.375000 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -81557.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81582.585938 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -81582.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81593.523438 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -81593.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81603.859375 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -81603.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81611.632812 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -81611.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81612.867188 Penalty: 3069.378906
	Iteration 21Q: 3 clusters Score -81612.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81612.867188 Penalty: 3069.378906
	Iteration 22F: 3 clusters Score -81612.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -206725.984375 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -206726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -204751.593750 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -204751.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -205032.578125 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -205032.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -205120.234375 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -205120.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -205185.468750 Penalty: 3442.830322
	Iteration 3Q: 3 clusters Score -205185.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -205226.859375 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -205226.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -205249.859375 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -205249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -205272.859375 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -205272.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -205281.765625 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -205281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -205292.890625 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -205292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -205300.125000 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -205300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -205306.343750 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -205306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -205310.484375 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -205310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -205315.140625 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -205315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -205316.765625 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -205316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -205320.015625 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -205320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -205321.218750 Penalty: 3442.830322
	Iteration 15Q: 3 clusters Score -205321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -205321.218750 Penalty: 3442.830322
	Iteration 16F: 3 clusters Score -205321.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -174300.703125 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -174300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -172466.343750 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -172466.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -172899.046875 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -172899 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -173091.078125 Penalty: 3424.258545
	Iteration 2F: 3 clusters Score -173091.1 nChanged 61
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: -173233.296875 Penalty: 3424.258545
	Iteration 3F: 3 clusters Score -173233.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -173396.046875 Penalty: 3424.258545
	Iteration 4F: 3 clusters Score -173396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -173604.765625 Penalty: 3424.258545
	Iteration 5F: 3 clusters Score -173604.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -173801.375000 Penalty: 3424.258545
	Iteration 6F: 3 clusters Score -173801.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -173903.390625 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -173903.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -173951.187500 Penalty: 3424.258545
	Iteration 8Q: 3 clusters Score -173951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -173984.578125 Penalty: 3424.258545
	Iteration 9Q: 3 clusters Score -173984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -174019.796875 Penalty: 3424.258545
	Iteration 10Q: 3 clusters Score -174019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -174030.296875 Penalty: 3424.258545
	Iteration 11Q: 3 clusters Score -174030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -174050.140625 Penalty: 3424.258545
	Iteration 12Q: 3 clusters Score -174050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -174065.734375 Penalty: 3424.258545
	Iteration 13Q: 3 clusters Score -174065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -174073.140625 Penalty: 3424.258545
	Iteration 14Q: 3 clusters Score -174073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -174075.796875 Penalty: 3424.258545
	Iteration 15Q: 3 clusters Score -174075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -174075.796875 Penalty: 3424.258545
	Iteration 16F: 3 clusters Score -174075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Entering Unmasked Estep 
Score: -4904409.000000 Penalty: 2506.384033
	Iteration 0F: 2 clusters Score -4904409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4887485.000000 Penalty: 5012.768066
	Iteration 0F: 3 clusters Score -4887485 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4893309.000000 Penalty: 5012.768066
	Iteration 1F: 3 clusters Score -4893309 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4893736.000000 Penalty: 5012.768066
	Iteration 2F: 3 clusters Score -4893736 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4894078.000000 Penalty: 5012.768066
	Iteration 3Q: 3 clusters Score -4894078 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -4894432.000000 Penalty: 5012.768066
	Iteration 4Q: 3 clusters Score -4894432 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4894733.000000 Penalty: 5012.768066
	Iteration 5Q: 3 clusters Score -4894733 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4895017.500000 Penalty: 5012.768066
	Iteration 6Q: 3 clusters Score -4895018 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -4895301.000000 Penalty: 5012.768066
	Iteration 7Q: 3 clusters Score -4895301 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4895599.000000 Penalty: 5012.768066
	Iteration 8Q: 3 clusters Score -4895599 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4895974.500000 Penalty: 5012.768066
	Iteration 9Q: 3 clusters Score -4895974 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4896404.500000 Penalty: 5012.768066
	Iteration 10Q: 3 clusters Score -4896404 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4896867.000000 Penalty: 5012.768066
	Iteration 11Q: 3 clusters Score -4896867 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4897451.000000 Penalty: 5012.768066
	Iteration 12Q: 3 clusters Score -4897451 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4898066.500000 Penalty: 5012.768066
	Iteration 13Q: 3 clusters Score -4898066 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4898724.000000 Penalty: 5012.768066
	Iteration 14Q: 3 clusters Score -4898724 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4899403.000000 Penalty: 5012.768066
	Iteration 15Q: 3 clusters Score -4899403 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4899982.000000 Penalty: 5012.768066
	Iteration 16Q: 3 clusters Score -4899982 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4900441.500000 Penalty: 5012.768066
	Iteration 17Q: 3 clusters Score -4900442 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4900811.500000 Penalty: 5012.768066
	Iteration 18Q: 3 clusters Score -4900812 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4901109.500000 Penalty: 5012.768066
	Iteration 19Q: 3 clusters Score -4901110 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4901363.500000 Penalty: 5012.768066
	Iteration 20F: 3 clusters Score -4901364 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -4901565.000000 Penalty: 5012.768066
	Iteration 21Q: 3 clusters Score -4901565 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4901711.000000 Penalty: 5012.768066
	Iteration 22Q: 3 clusters Score -4901711 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4901805.500000 Penalty: 5012.768066
	Iteration 23Q: 3 clusters Score -4901806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -4901888.000000 Penalty: 5012.768066
	Iteration 24Q: 3 clusters Score -4901888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -4901960.500000 Penalty: 5012.768066
	Iteration 25Q: 3 clusters Score -4901960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -4902013.000000 Penalty: 5012.768066
	Iteration 26Q: 3 clusters Score -4902013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4902040.000000 Penalty: 5012.768066
	Iteration 27Q: 3 clusters Score -4902040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4902066.500000 Penalty: 5012.768066
	Iteration 28Q: 3 clusters Score -4902066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -4902093.500000 Penalty: 5012.768066
	Iteration 29Q: 3 clusters Score -4902094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -4902116.000000 Penalty: 5012.768066
	Iteration 30Q: 3 clusters Score -4902116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4902151.500000 Penalty: 5012.768066
	Iteration 31Q: 3 clusters Score -4902152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4902164.500000 Penalty: 5012.768066
	Iteration 32Q: 3 clusters Score -4902164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -4902176.500000 Penalty: 5012.768066
	Iteration 33Q: 3 clusters Score -4902176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -4902188.500000 Penalty: 5012.768066
	Iteration 34Q: 3 clusters Score -4902188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -4902204.500000 Penalty: 5012.768066
	Iteration 35Q: 3 clusters Score -4902204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4902211.000000 Penalty: 5012.768066
	Iteration 36Q: 3 clusters Score -4902211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -4902221.000000 Penalty: 5012.768066
	Iteration 37Q: 3 clusters Score -4902221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4902228.500000 Penalty: 5012.768066
	Iteration 38Q: 3 clusters Score -4902228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4902232.000000 Penalty: 5012.768066
	Iteration 39Q: 3 clusters Score -4902232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -4902241.000000 Penalty: 5012.768066
	Iteration 40F: 3 clusters Score -4902241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4902244.000000 Penalty: 5012.768066
	Iteration 41Q: 3 clusters Score -4902244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -4902245.500000 Penalty: 5012.768066
	Iteration 42Q: 3 clusters Score -4902246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -4902250.500000 Penalty: 5012.768066
	Iteration 43Q: 3 clusters Score -4902250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -4902251.000000 Penalty: 5012.768066
	Iteration 44Q: 3 clusters Score -4902251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4902251.500000 Penalty: 5012.768066
	Iteration 45Q: 3 clusters Score -4902252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4902259.500000 Penalty: 5012.768066
	Iteration 46Q: 3 clusters Score -4902260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4902266.000000 Penalty: 5012.768066
	Iteration 47Q: 3 clusters Score -4902266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -4902262.500000 Penalty: 5012.768066
	Iteration 48Q: 3 clusters Score -4902262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4902265.500000 Penalty: 5012.768066
	Iteration 49Q: 3 clusters Score -4902266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4902265.500000 Penalty: 5012.768066
	Iteration 50F: 3 clusters Score -4902266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Entering Unmasked Estep 
Score: -5352593.500000 Penalty: 2540.508789
	Iteration 0F: 2 clusters Score -5352594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -5333531.000000 Penalty: 5081.017578
	Iteration 0F: 3 clusters Score -5333531 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -5340076.000000 Penalty: 5081.017578
	Iteration 1F: 3 clusters Score -5340076 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5340541.500000 Penalty: 5081.017578
	Iteration 2F: 3 clusters Score -5340542 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5340962.000000 Penalty: 5081.017578
	Iteration 3Q: 3 clusters Score -5340962 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -5341349.500000 Penalty: 5081.017578
	Iteration 4Q: 3 clusters Score -5341350 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5341746.500000 Penalty: 5081.017578
	Iteration 5Q: 3 clusters Score -5341746 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5342225.000000 Penalty: 5081.017578
	Iteration 6Q: 3 clusters Score -5342225 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -5342753.000000 Penalty: 5081.017578
	Iteration 7Q: 3 clusters Score -5342753 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5343455.500000 Penalty: 5081.017578
	Iteration 8Q: 3 clusters Score -5343456 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -5344379.500000 Penalty: 5081.017578
	Iteration 9Q: 3 clusters Score -5344380 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5345469.000000 Penalty: 5081.017578
	Iteration 10F: 3 clusters Score -5345469 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -5346610.500000 Penalty: 5081.017578
	Iteration 11Q: 3 clusters Score -5346610 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5347517.000000 Penalty: 5081.017578
	Iteration 12Q: 3 clusters Score -5347517 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5348133.000000 Penalty: 5081.017578
	Iteration 13Q: 3 clusters Score -5348133 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5348565.000000 Penalty: 5081.017578
	Iteration 14Q: 3 clusters Score -5348565 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -5348855.500000 Penalty: 5081.017578
	Iteration 15Q: 3 clusters Score -5348856 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -5349079.000000 Penalty: 5081.017578
	Iteration 16Q: 3 clusters Score -5349079 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -5349296.000000 Penalty: 5081.017578
	Iteration 17Q: 3 clusters Score -5349296 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5349421.000000 Penalty: 5081.017578
	Iteration 18Q: 3 clusters Score -5349421 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5349514.500000 Penalty: 5081.017578
	Iteration 19Q: 3 clusters Score -5349514 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -5349651.000000 Penalty: 5081.017578
	Iteration 20F: 3 clusters Score -5349651 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -5349736.000000 Penalty: 5081.017578
	Iteration 21Q: 3 clusters Score -5349736 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -5349820.500000 Penalty: 5081.017578
	Iteration 22Q: 3 clusters Score -5349820 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -5349863.000000 Penalty: 5081.017578
	Iteration 23Q: 3 clusters Score -5349863 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -5349952.000000 Penalty: 5081.017578
	Iteration 24Q: 3 clusters Score -5349952 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5350026.500000 Penalty: 5081.017578
	Iteration 25Q: 3 clusters Score -5350026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -5350092.500000 Penalty: 5081.017578
	Iteration 26Q: 3 clusters Score -5350092 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -5350146.500000 Penalty: 5081.017578
	Iteration 27Q: 3 clusters Score -5350146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5350195.500000 Penalty: 5081.017578
	Iteration 28Q: 3 clusters Score -5350196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5350230.500000 Penalty: 5081.017578
	Iteration 29Q: 3 clusters Score -5350230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -5350265.000000 Penalty: 5081.017578
	Iteration 30Q: 3 clusters Score -5350265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5350295.000000 Penalty: 5081.017578
	Iteration 31Q: 3 clusters Score -5350295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -5350306.500000 Penalty: 5081.017578
	Iteration 32Q: 3 clusters Score -5350306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5350312.000000 Penalty: 5081.017578
	Iteration 33Q: 3 clusters Score -5350312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5350319.000000 Penalty: 5081.017578
	Iteration 34Q: 3 clusters Score -5350319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -5350347.500000 Penalty: 5081.017578
	Iteration 35Q: 3 clusters Score -5350348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5350361.000000 Penalty: 5081.017578
	Iteration 36Q: 3 clusters Score -5350361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -5350365.500000 Penalty: 5081.017578
	Iteration 37Q: 3 clusters Score -5350366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -5350370.500000 Penalty: 5081.017578
	Iteration 38Q: 3 clusters Score -5350370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -5350380.500000 Penalty: 5081.017578
	Iteration 39Q: 3 clusters Score -5350380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -5350395.500000 Penalty: 5081.017578
	Iteration 40F: 3 clusters Score -5350396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -5350421.500000 Penalty: 5081.017578
	Iteration 41Q: 3 clusters Score -5350422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -5350424.000000 Penalty: 5081.017578
	Iteration 42Q: 3 clusters Score -5350424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -5350435.500000 Penalty: 5081.017578
	Iteration 43Q: 3 clusters Score -5350436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -5350450.500000 Penalty: 5081.017578
	Iteration 44Q: 3 clusters Score -5350450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5350452.000000 Penalty: 5081.017578
	Iteration 45Q: 3 clusters Score -5350452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -5350451.000000 Penalty: 5081.017578
	Iteration 46Q: 3 clusters Score -5350451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -5350456.500000 Penalty: 5081.017578
	Iteration 47Q: 3 clusters Score -5350456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5350456.000000 Penalty: 5081.017578
	Iteration 48Q: 3 clusters Score -5350456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5350464.000000 Penalty: 5081.017578
	Iteration 49Q: 3 clusters Score -5350464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -5350461.000000 Penalty: 5081.017578
	Iteration 50Q: 3 clusters Score -5350461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5350465.500000 Penalty: 5081.017578
	Iteration 51Q: 3 clusters Score -5350466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -5350470.500000 Penalty: 5081.017578
	Iteration 52Q: 3 clusters Score -5350470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -5350472.000000 Penalty: 5081.017578
	Iteration 53Q: 3 clusters Score -5350472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -5350473.000000 Penalty: 5081.017578
	Iteration 54Q: 3 clusters Score -5350473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -5350471.000000 Penalty: 5081.017578
	Iteration 55Q: 3 clusters Score -5350471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5350476.000000 Penalty: 5081.017578
	Iteration 56Q: 3 clusters Score -5350476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5350476.000000 Penalty: 5081.017578
	Iteration 57F: 3 clusters Score -5350476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -165919.843750 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -165919.8 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 492 members 
Entering Unmasked Estep 
Score: -164055.937500 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -164055.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164439.015625 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -164439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -164632.562500 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -164632.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -164733.750000 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -164733.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -164801.500000 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -164801.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -164860.078125 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -164860.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -164910.828125 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -164910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -164989.359375 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -164989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -165058.062500 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -165058.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -165101.812500 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -165101.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -165137.421875 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -165137.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -165161.375000 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -165161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -165172.109375 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -165172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -165181.140625 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -165181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -165184.578125 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -165184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -165186.218750 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -165186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165187.015625 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -165187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -165187.593750 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -165187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -165187.593750 Penalty: 3412.160645
	Iteration 18F: 3 clusters Score -165187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -44864.277344 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -44864.28 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 147 members 
Entering Unmasked Estep 
Score: -43784.148438 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -43784.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43997.269531 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -43997.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44033.632812 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -44033.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -44057.011719 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -44057.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -44057.011719 Penalty: 2774.976807
	Iteration 4F: 3 clusters Score -44057.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Entering Unmasked Estep 
Score: -4334322.500000 Penalty: 2466.803223
	Iteration 0F: 2 clusters Score -4334322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4320846.000000 Penalty: 4933.606445
	Iteration 0F: 3 clusters Score -4320846 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -4325765.000000 Penalty: 4933.606445
	Iteration 1F: 3 clusters Score -4325765 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4326195.500000 Penalty: 4933.606445
	Iteration 2F: 3 clusters Score -4326196 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4326537.000000 Penalty: 4933.606445
	Iteration 3Q: 3 clusters Score -4326537 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -4326863.000000 Penalty: 4933.606445
	Iteration 4Q: 3 clusters Score -4326863 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4327273.000000 Penalty: 4933.606445
	Iteration 5Q: 3 clusters Score -4327273 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4327801.000000 Penalty: 4933.606445
	Iteration 6F: 3 clusters Score -4327801 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4328384.500000 Penalty: 4933.606445
	Iteration 7F: 3 clusters Score -4328384 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4329053.000000 Penalty: 4933.606445
	Iteration 8F: 3 clusters Score -4329053 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4329759.000000 Penalty: 4933.606445
	Iteration 9F: 3 clusters Score -4329759 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4330530.500000 Penalty: 4933.606445
	Iteration 10Q: 3 clusters Score -4330530 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4331089.000000 Penalty: 4933.606445
	Iteration 11Q: 3 clusters Score -4331089 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4331442.500000 Penalty: 4933.606445
	Iteration 12Q: 3 clusters Score -4331442 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4331728.500000 Penalty: 4933.606445
	Iteration 13Q: 3 clusters Score -4331728 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4331879.000000 Penalty: 4933.606445
	Iteration 14Q: 3 clusters Score -4331879 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4331956.000000 Penalty: 4933.606445
	Iteration 15Q: 3 clusters Score -4331956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4332023.500000 Penalty: 4933.606445
	Iteration 16Q: 3 clusters Score -4332024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4332071.000000 Penalty: 4933.606445
	Iteration 17Q: 3 clusters Score -4332071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4332112.000000 Penalty: 4933.606445
	Iteration 18Q: 3 clusters Score -4332112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4332138.500000 Penalty: 4933.606445
	Iteration 19Q: 3 clusters Score -4332138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4332152.000000 Penalty: 4933.606445
	Iteration 20F: 3 clusters Score -4332152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4332160.000000 Penalty: 4933.606445
	Iteration 21Q: 3 clusters Score -4332160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4332160.500000 Penalty: 4933.606445
	Iteration 22Q: 3 clusters Score -4332160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4332182.000000 Penalty: 4933.606445
	Iteration 23Q: 3 clusters Score -4332182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4332194.000000 Penalty: 4933.606445
	Iteration 24Q: 3 clusters Score -4332194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4332198.000000 Penalty: 4933.606445
	Iteration 25Q: 3 clusters Score -4332198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4332208.000000 Penalty: 4933.606445
	Iteration 26Q: 3 clusters Score -4332208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4332214.500000 Penalty: 4933.606445
	Iteration 27Q: 3 clusters Score -4332214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4332227.500000 Penalty: 4933.606445
	Iteration 28Q: 3 clusters Score -4332228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4332242.500000 Penalty: 4933.606445
	Iteration 29Q: 3 clusters Score -4332242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4332245.500000 Penalty: 4933.606445
	Iteration 30Q: 3 clusters Score -4332246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4332241.500000 Penalty: 4933.606445
	Iteration 31Q: 3 clusters Score -4332242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4332254.000000 Penalty: 4933.606445
	Iteration 32Q: 3 clusters Score -4332254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4332257.000000 Penalty: 4933.606445
	Iteration 33Q: 3 clusters Score -4332257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4332255.000000 Penalty: 4933.606445
	Iteration 34Q: 3 clusters Score -4332255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4332254.000000 Penalty: 4933.606445
	Iteration 35Q: 3 clusters Score -4332254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4332257.000000 Penalty: 4933.606445
	Iteration 36Q: 3 clusters Score -4332257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4332261.500000 Penalty: 4933.606445
	Iteration 37Q: 3 clusters Score -4332262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4332261.000000 Penalty: 4933.606445
	Iteration 38Q: 3 clusters Score -4332261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4332261.000000 Penalty: 4933.606445
	Iteration 39F: 3 clusters Score -4332261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Entering Unmasked Estep 
Score: -4902789.500000 Penalty: 2493.364258
	Iteration 0F: 2 clusters Score -4902790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -4890371.500000 Penalty: 4986.728516
	Iteration 0F: 3 clusters Score -4890372 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4895821.500000 Penalty: 4986.728516
	Iteration 1F: 3 clusters Score -4895822 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4896265.000000 Penalty: 4986.728516
	Iteration 2F: 3 clusters Score -4896265 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4896667.000000 Penalty: 4986.728516
	Iteration 3F: 3 clusters Score -4896667 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4896999.000000 Penalty: 4986.728516
	Iteration 4Q: 3 clusters Score -4896999 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4897432.000000 Penalty: 4986.728516
	Iteration 5Q: 3 clusters Score -4897432 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4897981.000000 Penalty: 4986.728516
	Iteration 6F: 3 clusters Score -4897981 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4898844.500000 Penalty: 4986.728516
	Iteration 7F: 3 clusters Score -4898844 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -4900025.000000 Penalty: 4986.728516
	Iteration 8F: 3 clusters Score -4900025 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4901282.500000 Penalty: 4986.728516
	Iteration 9F: 3 clusters Score -4901282 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4902131.000000 Penalty: 4986.728516
	Iteration 10F: 3 clusters Score -4902131 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4902518.500000 Penalty: 4986.728516
	Iteration 11Q: 3 clusters Score -4902518 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4902782.000000 Penalty: 4986.728516
	Iteration 12Q: 3 clusters Score -4902782 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4902911.500000 Penalty: 4986.728516
	Iteration 13Q: 3 clusters Score -4902912 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4902979.500000 Penalty: 4986.728516
	Iteration 14Q: 3 clusters Score -4902980 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4903043.500000 Penalty: 4986.728516
	Iteration 15Q: 3 clusters Score -4903044 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4903109.000000 Penalty: 4986.728516
	Iteration 16Q: 3 clusters Score -4903109 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4903133.500000 Penalty: 4986.728516
	Iteration 17Q: 3 clusters Score -4903134 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4903116.000000 Penalty: 4986.728516
	Iteration 18Q: 3 clusters Score -4903116 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4903068.000000 Penalty: 4986.728516
	Iteration 19Q: 3 clusters Score -4903068 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4903038.000000 Penalty: 4986.728516
	Iteration 20F: 3 clusters Score -4903038 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4903008.000000 Penalty: 4986.728516
	Iteration 21Q: 3 clusters Score -4903008 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4902975.500000 Penalty: 4986.728516
	Iteration 22Q: 3 clusters Score -4902976 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4902895.000000 Penalty: 4986.728516
	Iteration 23Q: 3 clusters Score -4902895 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4902845.000000 Penalty: 4986.728516
	Iteration 24Q: 3 clusters Score -4902845 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -4902749.000000 Penalty: 4986.728516
	Iteration 25Q: 3 clusters Score -4902749 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4902666.500000 Penalty: 4986.728516
	Iteration 26Q: 3 clusters Score -4902666 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -4902585.000000 Penalty: 4986.728516
	Iteration 27Q: 3 clusters Score -4902585 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4902432.000000 Penalty: 4986.728516
	Iteration 28Q: 3 clusters Score -4902432 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -4902313.500000 Penalty: 4986.728516
	Iteration 29Q: 3 clusters Score -4902314 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4902176.000000 Penalty: 4986.728516
	Iteration 30Q: 3 clusters Score -4902176 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4902063.500000 Penalty: 4986.728516
	Iteration 31Q: 3 clusters Score -4902064 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4901944.000000 Penalty: 4986.728516
	Iteration 32Q: 3 clusters Score -4901944 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4901834.000000 Penalty: 4986.728516
	Iteration 33Q: 3 clusters Score -4901834 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4901706.500000 Penalty: 4986.728516
	Iteration 34Q: 3 clusters Score -4901706 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4901556.000000 Penalty: 4986.728516
	Iteration 35Q: 3 clusters Score -4901556 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4901472.500000 Penalty: 4986.728516
	Iteration 36Q: 3 clusters Score -4901472 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4901369.500000 Penalty: 4986.728516
	Iteration 37Q: 3 clusters Score -4901370 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4901305.000000 Penalty: 4986.728516
	Iteration 38Q: 3 clusters Score -4901305 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4901225.500000 Penalty: 4986.728516
	Iteration 39Q: 3 clusters Score -4901226 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4901156.500000 Penalty: 4986.728516
	Iteration 40F: 3 clusters Score -4901156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4901134.500000 Penalty: 4986.728516
	Iteration 41Q: 3 clusters Score -4901134 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4901109.000000 Penalty: 4986.728516
	Iteration 42Q: 3 clusters Score -4901109 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4901114.000000 Penalty: 4986.728516
	Iteration 43Q: 3 clusters Score -4901114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4901064.000000 Penalty: 4986.728516
	Iteration 44Q: 3 clusters Score -4901064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4901056.500000 Penalty: 4986.728516
	Iteration 45Q: 3 clusters Score -4901056 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4901083.500000 Penalty: 4986.728516
	Iteration 46Q: 3 clusters Score -4901084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4901090.000000 Penalty: 4986.728516
	Iteration 47Q: 3 clusters Score -4901090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -4901092.500000 Penalty: 4986.728516
	Iteration 48Q: 3 clusters Score -4901092 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -4901107.500000 Penalty: 4986.728516
	Iteration 49Q: 3 clusters Score -4901108 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4901109.000000 Penalty: 4986.728516
	Iteration 50Q: 3 clusters Score -4901109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4901118.000000 Penalty: 4986.728516
	Iteration 51Q: 3 clusters Score -4901118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4901172.000000 Penalty: 4986.728516
	Iteration 52Q: 3 clusters Score -4901172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4901201.000000 Penalty: 4986.728516
	Iteration 53Q: 3 clusters Score -4901201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4901235.000000 Penalty: 4986.728516
	Iteration 54Q: 3 clusters Score -4901235 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4901276.500000 Penalty: 4986.728516
	Iteration 55Q: 3 clusters Score -4901276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4901301.500000 Penalty: 4986.728516
	Iteration 56Q: 3 clusters Score -4901302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4901296.500000 Penalty: 4986.728516
	Iteration 57Q: 3 clusters Score -4901296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4901312.500000 Penalty: 4986.728516
	Iteration 58Q: 3 clusters Score -4901312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -4901326.500000 Penalty: 4986.728516
	Iteration 59Q: 3 clusters Score -4901326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4901344.500000 Penalty: 4986.728516
	Iteration 60F: 3 clusters Score -4901344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4901345.500000 Penalty: 4986.728516
	Iteration 61Q: 3 clusters Score -4901346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4901363.500000 Penalty: 4986.728516
	Iteration 62Q: 3 clusters Score -4901364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4901374.000000 Penalty: 4986.728516
	Iteration 63Q: 3 clusters Score -4901374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4901379.500000 Penalty: 4986.728516
	Iteration 64Q: 3 clusters Score -4901380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -4901384.000000 Penalty: 4986.728516
	Iteration 65Q: 3 clusters Score -4901384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4901379.500000 Penalty: 4986.728516
	Iteration 66Q: 3 clusters Score -4901380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4901376.000000 Penalty: 4986.728516
	Iteration 67Q: 3 clusters Score -4901376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4901379.000000 Penalty: 4986.728516
	Iteration 68Q: 3 clusters Score -4901379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4901385.000000 Penalty: 4986.728516
	Iteration 69Q: 3 clusters Score -4901385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4901404.000000 Penalty: 4986.728516
	Iteration 70Q: 3 clusters Score -4901404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -4901403.500000 Penalty: 4986.728516
	Iteration 71Q: 3 clusters Score -4901404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -4901422.000000 Penalty: 4986.728516
	Iteration 72Q: 3 clusters Score -4901422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -4901413.000000 Penalty: 4986.728516
	Iteration 73Q: 3 clusters Score -4901413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4901415.500000 Penalty: 4986.728516
	Iteration 74Q: 3 clusters Score -4901416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4901408.000000 Penalty: 4986.728516
	Iteration 75Q: 3 clusters Score -4901408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4901408.000000 Penalty: 4986.728516
	Iteration 76Q: 3 clusters Score -4901408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4901407.500000 Penalty: 4986.728516
	Iteration 77Q: 3 clusters Score -4901408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4901407.500000 Penalty: 4986.728516
	Iteration 78Q: 3 clusters Score -4901408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4901411.000000 Penalty: 4986.728516
	Iteration 79Q: 3 clusters Score -4901411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4901410.500000 Penalty: 4986.728516
	Iteration 80F: 3 clusters Score -4901410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4901409.500000 Penalty: 4986.728516
	Iteration 81Q: 3 clusters Score -4901410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4901409.500000 Penalty: 4986.728516
	Iteration 82F: 3 clusters Score -4901410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Entering Unmasked Estep 
Score: -720834.375000 Penalty: 2044.333984
	Iteration 0F: 2 clusters Score -720834.4 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 1951 members 
Entering Unmasked Estep 
Score: -717089.312500 Penalty: 4088.667969
	Iteration 0F: 3 clusters Score -717089.3 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -718003.375000 Penalty: 4088.667969
	Iteration 1F: 3 clusters Score -718003.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -718235.500000 Penalty: 4088.667969
	Iteration 2F: 3 clusters Score -718235.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -718402.125000 Penalty: 4088.667969
	Iteration 3F: 3 clusters Score -718402.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -718566.125000 Penalty: 4088.667969
	Iteration 4Q: 3 clusters Score -718566.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -718718.125000 Penalty: 4088.667969
	Iteration 5Q: 3 clusters Score -718718.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -718878.375000 Penalty: 4088.667969
	Iteration 6Q: 3 clusters Score -718878.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -718992.062500 Penalty: 4088.667969
	Iteration 7Q: 3 clusters Score -718992.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -719084.875000 Penalty: 4088.667969
	Iteration 8Q: 3 clusters Score -719084.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -719167.125000 Penalty: 4088.667969
	Iteration 9Q: 3 clusters Score -719167.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -719230.187500 Penalty: 4088.667969
	Iteration 10Q: 3 clusters Score -719230.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -719268.687500 Penalty: 4088.667969
	Iteration 11Q: 3 clusters Score -719268.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -719305.250000 Penalty: 4088.667969
	Iteration 12Q: 3 clusters Score -719305.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -719329.250000 Penalty: 4088.667969
	Iteration 13Q: 3 clusters Score -719329.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -719352.125000 Penalty: 4088.667969
	Iteration 14Q: 3 clusters Score -719352.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -719366.750000 Penalty: 4088.667969
	Iteration 15Q: 3 clusters Score -719366.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -719384.562500 Penalty: 4088.667969
	Iteration 16Q: 3 clusters Score -719384.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -719397.812500 Penalty: 4088.667969
	Iteration 17Q: 3 clusters Score -719397.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -719410.750000 Penalty: 4088.667969
	Iteration 18Q: 3 clusters Score -719410.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -719424.250000 Penalty: 4088.667969
	Iteration 19Q: 3 clusters Score -719424.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -719434.750000 Penalty: 4088.667969
	Iteration 20F: 3 clusters Score -719434.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -719442.687500 Penalty: 4088.667969
	Iteration 21Q: 3 clusters Score -719442.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -719449.875000 Penalty: 4088.667969
	Iteration 22Q: 3 clusters Score -719449.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -719456.375000 Penalty: 4088.667969
	Iteration 23Q: 3 clusters Score -719456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -719461.000000 Penalty: 4088.667969
	Iteration 24Q: 3 clusters Score -719461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -719468.500000 Penalty: 4088.667969
	Iteration 25Q: 3 clusters Score -719468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -719468.687500 Penalty: 4088.667969
	Iteration 26Q: 3 clusters Score -719468.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -719472.000000 Penalty: 4088.667969
	Iteration 27Q: 3 clusters Score -719472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -719473.687500 Penalty: 4088.667969
	Iteration 28Q: 3 clusters Score -719473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -719474.937500 Penalty: 4088.667969
	Iteration 29Q: 3 clusters Score -719474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -719478.500000 Penalty: 4088.667969
	Iteration 30Q: 3 clusters Score -719478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -719478.812500 Penalty: 4088.667969
	Iteration 31Q: 3 clusters Score -719478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -719481.812500 Penalty: 4088.667969
	Iteration 32Q: 3 clusters Score -719481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -719485.125000 Penalty: 4088.667969
	Iteration 33Q: 3 clusters Score -719485.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -719489.187500 Penalty: 4088.667969
	Iteration 34Q: 3 clusters Score -719489.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -719497.000000 Penalty: 4088.667969
	Iteration 35Q: 3 clusters Score -719497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -719501.562500 Penalty: 4088.667969
	Iteration 36Q: 3 clusters Score -719501.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -719505.437500 Penalty: 4088.667969
	Iteration 37Q: 3 clusters Score -719505.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -719510.375000 Penalty: 4088.667969
	Iteration 38Q: 3 clusters Score -719510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -719514.187500 Penalty: 4088.667969
	Iteration 39Q: 3 clusters Score -719514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -719518.625000 Penalty: 4088.667969
	Iteration 40F: 3 clusters Score -719518.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -719522.750000 Penalty: 4088.667969
	Iteration 41Q: 3 clusters Score -719522.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -719527.937500 Penalty: 4088.667969
	Iteration 42Q: 3 clusters Score -719527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -719532.187500 Penalty: 4088.667969
	Iteration 43Q: 3 clusters Score -719532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -719533.000000 Penalty: 4088.667969
	Iteration 44Q: 3 clusters Score -719533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -719533.437500 Penalty: 4088.667969
	Iteration 45Q: 3 clusters Score -719533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -719536.312500 Penalty: 4088.667969
	Iteration 46Q: 3 clusters Score -719536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -719538.000000 Penalty: 4088.667969
	Iteration 47Q: 3 clusters Score -719538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -719538.250000 Penalty: 4088.667969
	Iteration 48Q: 3 clusters Score -719538.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -719538.250000 Penalty: 4088.667969
	Iteration 49F: 3 clusters Score -719538.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Entering Unmasked Estep 
Score: -6006907.000000 Penalty: 2564.095459
	Iteration 0F: 2 clusters Score -6006907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -5986326.500000 Penalty: 5128.190918
	Iteration 0F: 3 clusters Score -5986326 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -5993876.000000 Penalty: 5128.190918
	Iteration 1F: 3 clusters Score -5993876 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5994344.000000 Penalty: 5128.190918
	Iteration 2Q: 3 clusters Score -5994344 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -5994695.000000 Penalty: 5128.190918
	Iteration 3Q: 3 clusters Score -5994695 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -5995072.000000 Penalty: 5128.190918
	Iteration 4Q: 3 clusters Score -5995072 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5995396.500000 Penalty: 5128.190918
	Iteration 5Q: 3 clusters Score -5995396 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -5995808.000000 Penalty: 5128.190918
	Iteration 6Q: 3 clusters Score -5995808 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -5996376.500000 Penalty: 5128.190918
	Iteration 7Q: 3 clusters Score -5996376 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -5997218.000000 Penalty: 5128.190918
	Iteration 8F: 3 clusters Score -5997218 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5998483.000000 Penalty: 5128.190918
	Iteration 9F: 3 clusters Score -5998483 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -5999967.500000 Penalty: 5128.190918
	Iteration 10F: 3 clusters Score -5999968 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -6001546.500000 Penalty: 5128.190918
	Iteration 11F: 3 clusters Score -6001546 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6002892.000000 Penalty: 5128.190918
	Iteration 12Q: 3 clusters Score -6002892 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6003683.000000 Penalty: 5128.190918
	Iteration 13Q: 3 clusters Score -6003683 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6004163.500000 Penalty: 5128.190918
	Iteration 14Q: 3 clusters Score -6004164 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6004410.500000 Penalty: 5128.190918
	Iteration 15Q: 3 clusters Score -6004410 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6004561.500000 Penalty: 5128.190918
	Iteration 16Q: 3 clusters Score -6004562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6004619.000000 Penalty: 5128.190918
	Iteration 17Q: 3 clusters Score -6004619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6004640.500000 Penalty: 5128.190918
	Iteration 18Q: 3 clusters Score -6004640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6004657.500000 Penalty: 5128.190918
	Iteration 19Q: 3 clusters Score -6004658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6004672.500000 Penalty: 5128.190918
	Iteration 20F: 3 clusters Score -6004672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6004685.000000 Penalty: 5128.190918
	Iteration 21Q: 3 clusters Score -6004685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6004691.500000 Penalty: 5128.190918
	Iteration 22Q: 3 clusters Score -6004692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6004703.500000 Penalty: 5128.190918
	Iteration 23Q: 3 clusters Score -6004704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6004706.000000 Penalty: 5128.190918
	Iteration 24Q: 3 clusters Score -6004706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6004706.000000 Penalty: 5128.190918
	Iteration 25F: 3 clusters Score -6004706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (37558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Entering Unmasked Estep 
Score: -7314400.000000 Penalty: 2612.343262
	Iteration 0F: 2 clusters Score -7314400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -7292437.500000 Penalty: 5224.686523
	Iteration 0F: 3 clusters Score -7292438 nChanged 17058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -7301651.500000 Penalty: 5224.686523
	Iteration 1F: 3 clusters Score -7301652 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -7302054.000000 Penalty: 5224.686523
	Iteration 2Q: 3 clusters Score -7302054 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -7302391.000000 Penalty: 5224.686523
	Iteration 3Q: 3 clusters Score -7302391 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -7302677.000000 Penalty: 5224.686523
	Iteration 4Q: 3 clusters Score -7302677 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -7302960.500000 Penalty: 5224.686523
	Iteration 5Q: 3 clusters Score -7302960 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -7303202.500000 Penalty: 5224.686523
	Iteration 6Q: 3 clusters Score -7303202 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -7303442.500000 Penalty: 5224.686523
	Iteration 7Q: 3 clusters Score -7303442 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -7303691.000000 Penalty: 5224.686523
	Iteration 8Q: 3 clusters Score -7303691 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -7303964.500000 Penalty: 5224.686523
	Iteration 9Q: 3 clusters Score -7303964 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -7304292.500000 Penalty: 5224.686523
	Iteration 10Q: 3 clusters Score -7304292 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -7304732.500000 Penalty: 5224.686523
	Iteration 11Q: 3 clusters Score -7304732 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -7305304.000000 Penalty: 5224.686523
	Iteration 12Q: 3 clusters Score -7305304 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -7306124.500000 Penalty: 5224.686523
	Iteration 13Q: 3 clusters Score -7306124 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -7307130.500000 Penalty: 5224.686523
	Iteration 14Q: 3 clusters Score -7307130 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -7308110.000000 Penalty: 5224.686523
	Iteration 15Q: 3 clusters Score -7308110 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -7308851.000000 Penalty: 5224.686523
	Iteration 16Q: 3 clusters Score -7308851 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -7309205.000000 Penalty: 5224.686523
	Iteration 17Q: 3 clusters Score -7309205 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -7309355.500000 Penalty: 5224.686523
	Iteration 18Q: 3 clusters Score -7309356 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -7309435.000000 Penalty: 5224.686523
	Iteration 19Q: 3 clusters Score -7309435 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -7309449.500000 Penalty: 5224.686523
	Iteration 20F: 3 clusters Score -7309450 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -7309448.500000 Penalty: 5224.686523
	Iteration 21Q: 3 clusters Score -7309448 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -7309458.500000 Penalty: 5224.686523
	Iteration 22Q: 3 clusters Score -7309458 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -7309456.500000 Penalty: 5224.686523
	Iteration 23Q: 3 clusters Score -7309456 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -7309483.500000 Penalty: 5224.686523
	Iteration 24Q: 3 clusters Score -7309484 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -7309450.500000 Penalty: 5224.686523
	Iteration 25Q: 3 clusters Score -7309450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -7309456.500000 Penalty: 5224.686523
	Iteration 26Q: 3 clusters Score -7309456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -7309450.500000 Penalty: 5224.686523
	Iteration 27Q: 3 clusters Score -7309450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -7309453.000000 Penalty: 5224.686523
	Iteration 28Q: 3 clusters Score -7309453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -7309434.000000 Penalty: 5224.686523
	Iteration 29Q: 3 clusters Score -7309434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -7309427.500000 Penalty: 5224.686523
	Iteration 30Q: 3 clusters Score -7309428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -7309422.500000 Penalty: 5224.686523
	Iteration 31Q: 3 clusters Score -7309422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -7309435.500000 Penalty: 5224.686523
	Iteration 32Q: 3 clusters Score -7309436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -7309432.000000 Penalty: 5224.686523
	Iteration 33Q: 3 clusters Score -7309432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -7309426.000000 Penalty: 5224.686523
	Iteration 34Q: 3 clusters Score -7309426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -7309442.500000 Penalty: 5224.686523
	Iteration 35Q: 3 clusters Score -7309442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7309443.500000 Penalty: 5224.686523
	Iteration 36Q: 3 clusters Score -7309444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -7309470.000000 Penalty: 5224.686523
	Iteration 37Q: 3 clusters Score -7309470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -7309460.500000 Penalty: 5224.686523
	Iteration 38Q: 3 clusters Score -7309460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -7309444.500000 Penalty: 5224.686523
	Iteration 39Q: 3 clusters Score -7309444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -7309438.500000 Penalty: 5224.686523
	Iteration 40F: 3 clusters Score -7309438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -7309414.500000 Penalty: 5224.686523
	Iteration 41Q: 3 clusters Score -7309414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -7309406.500000 Penalty: 5224.686523
	Iteration 42Q: 3 clusters Score -7309406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -7309398.500000 Penalty: 5224.686523
	Iteration 43Q: 3 clusters Score -7309398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -7309379.500000 Penalty: 5224.686523
	Iteration 44Q: 3 clusters Score -7309380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -7309427.500000 Penalty: 5224.686523
	Iteration 45Q: 3 clusters Score -7309428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -7309418.000000 Penalty: 5224.686523
	Iteration 46Q: 3 clusters Score -7309418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -7309405.500000 Penalty: 5224.686523
	Iteration 47Q: 3 clusters Score -7309406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -7309446.500000 Penalty: 5224.686523
	Iteration 48Q: 3 clusters Score -7309446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -7309417.000000 Penalty: 5224.686523
	Iteration 49Q: 3 clusters Score -7309417 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -7309406.000000 Penalty: 5224.686523
	Iteration 50Q: 3 clusters Score -7309406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -7309417.500000 Penalty: 5224.686523
	Iteration 51Q: 3 clusters Score -7309418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -7309450.500000 Penalty: 5224.686523
	Iteration 52Q: 3 clusters Score -7309450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -7309435.000000 Penalty: 5224.686523
	Iteration 53Q: 3 clusters Score -7309435 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -7309424.500000 Penalty: 5224.686523
	Iteration 54Q: 3 clusters Score -7309424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -7309414.500000 Penalty: 5224.686523
	Iteration 55Q: 3 clusters Score -7309414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -7309415.500000 Penalty: 5224.686523
	Iteration 56Q: 3 clusters Score -7309416 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -7309414.500000 Penalty: 5224.686523
	Iteration 57Q: 3 clusters Score -7309414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -7309401.500000 Penalty: 5224.686523
	Iteration 58Q: 3 clusters Score -7309402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -7309384.500000 Penalty: 5224.686523
	Iteration 59Q: 3 clusters Score -7309384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -7309397.500000 Penalty: 5224.686523
	Iteration 60F: 3 clusters Score -7309398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -7309393.500000 Penalty: 5224.686523
	Iteration 61Q: 3 clusters Score -7309394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -7309361.500000 Penalty: 5224.686523
	Iteration 62Q: 3 clusters Score -7309362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -7309379.000000 Penalty: 5224.686523
	Iteration 63Q: 3 clusters Score -7309379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -7309388.000000 Penalty: 5224.686523
	Iteration 64Q: 3 clusters Score -7309388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -7309389.500000 Penalty: 5224.686523
	Iteration 65Q: 3 clusters Score -7309390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -7309366.000000 Penalty: 5224.686523
	Iteration 66Q: 3 clusters Score -7309366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -7309358.000000 Penalty: 5224.686523
	Iteration 67Q: 3 clusters Score -7309358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -7309374.000000 Penalty: 5224.686523
	Iteration 68Q: 3 clusters Score -7309374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -7309386.500000 Penalty: 5224.686523
	Iteration 69Q: 3 clusters Score -7309386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -7309408.000000 Penalty: 5224.686523
	Iteration 70Q: 3 clusters Score -7309408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -7309411.500000 Penalty: 5224.686523
	Iteration 71Q: 3 clusters Score -7309412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -7309424.500000 Penalty: 5224.686523
	Iteration 72Q: 3 clusters Score -7309424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -7309414.500000 Penalty: 5224.686523
	Iteration 73Q: 3 clusters Score -7309414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -7309416.000000 Penalty: 5224.686523
	Iteration 74Q: 3 clusters Score -7309416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -7309440.000000 Penalty: 5224.686523
	Iteration 75Q: 3 clusters Score -7309440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -7309435.000000 Penalty: 5224.686523
	Iteration 76Q: 3 clusters Score -7309435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -7309444.500000 Penalty: 5224.686523
	Iteration 77Q: 3 clusters Score -7309444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7309435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -7309447.000000 Penalty: 5224.686523
	Iteration 79Q: 3 clusters Score -7309447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -7309452.500000 Penalty: 5224.686523
	Iteration 80F: 3 clusters Score -7309452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -7309440.500000 Penalty: 5224.686523
	Iteration 81Q: 3 clusters Score -7309440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -7309450.500000 Penalty: 5224.686523
	Iteration 82Q: 3 clusters Score -7309450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -7309458.500000 Penalty: 5224.686523
	Iteration 83Q: 3 clusters Score -7309458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -7309469.500000 Penalty: 5224.686523
	Iteration 84Q: 3 clusters Score -7309470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -7309466.500000 Penalty: 5224.686523
	Iteration 85Q: 3 clusters Score -7309466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -7309464.500000 Penalty: 5224.686523
	Iteration 86Q: 3 clusters Score -7309464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -7309452.500000 Penalty: 5224.686523
	Iteration 87Q: 3 clusters Score -7309452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7309478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -7309477.000000 Penalty: 5224.686523
	Iteration 89Q: 3 clusters Score -7309477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -7309482.500000 Penalty: 5224.686523
	Iteration 90Q: 3 clusters Score -7309482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -7309486.500000 Penalty: 5224.686523
	Iteration 91Q: 3 clusters Score -7309486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7309474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7309471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7309472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7309468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7309478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7309486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7309478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7309486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -7309476.500000 Penalty: 5224.686523
	Iteration 100F: 3 clusters Score -7309476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -7309480.000000 Penalty: 5224.686523
	Iteration 101Q: 3 clusters Score -7309480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -7309487.500000 Penalty: 5224.686523
	Iteration 102Q: 3 clusters Score -7309488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7309468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7309498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7309507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -7309509.000000 Penalty: 5224.686523
	Iteration 106Q: 3 clusters Score -7309509 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14218 members 
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Entering Unmasked Estep 
Score: -7309521.000000 Penalty: 5224.686523
	Iteration 107Q: 3 clusters Score -7309521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7309524 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7309544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7309544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -7309532.500000 Penalty: 5224.686523
	Iteration 111Q: 3 clusters Score -7309532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7309534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7309543 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -7309540.500000 Penalty: 5224.686523
	Iteration 114Q: 3 clusters Score -7309540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -7309538.500000 Penalty: 5224.686523
	Iteration 115Q: 3 clusters Score -7309538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -7309530.000000 Penalty: 5224.686523
	Iteration 116Q: 3 clusters Score -7309530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -7309546.000000 Penalty: 5224.686523
	Iteration 117Q: 3 clusters Score -7309546 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7309550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -7309537.000000 Penalty: 5224.686523
	Iteration 119Q: 3 clusters Score -7309537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -7309533.500000 Penalty: 5224.686523
	Iteration 120F: 3 clusters Score -7309534 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -7309523.500000 Penalty: 5224.686523
	Iteration 121Q: 3 clusters Score -7309524 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -7309525.000000 Penalty: 5224.686523
	Iteration 122Q: 3 clusters Score -7309525 nChanged 23
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Mstep: Class 1 contains 14419 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7309544 nChanged 20
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Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7309526 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -7309530.500000 Penalty: 5224.686523
	Iteration 125Q: 3 clusters Score -7309530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -7309531.500000 Penalty: 5224.686523
	Iteration 126Q: 3 clusters Score -7309532 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -7309548.500000 Penalty: 5224.686523
	Iteration 127Q: 3 clusters Score -7309548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7309544 nChanged 34
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Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7309543 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14537 members 
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Entering Unmasked Estep 
Score: -7309540.500000 Penalty: 5224.686523
	Iteration 130Q: 3 clusters Score -7309540 nChanged 24
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Mstep: Class 1 contains 14555 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7309536 nChanged 18
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Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7309532 nChanged 20
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Entering Unmasked Estep 
Score: -7309517.000000 Penalty: 5224.686523
	Iteration 133Q: 3 clusters Score -7309517 nChanged 38
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Mstep: Class 1 contains 14605 members 
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Entering Unmasked Estep 
Score: -7309510.500000 Penalty: 5224.686523
	Iteration 134Q: 3 clusters Score -7309510 nChanged 46
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Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7309507 nChanged 42
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Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -7309524.500000 Penalty: 5224.686523
	Iteration 136Q: 3 clusters Score -7309524 nChanged 40
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Mstep: Class 1 contains 14701 members 
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Entering Unmasked Estep 
Score: -7309522.500000 Penalty: 5224.686523
	Iteration 137Q: 3 clusters Score -7309522 nChanged 34
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Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7309532 nChanged 24
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Score: -7309534.000000 Penalty: 5224.686523
	Iteration 139Q: 3 clusters Score -7309534 nChanged 21
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Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7309522.500000 Penalty: 5224.686523
	Iteration 140F: 3 clusters Score -7309522 nChanged 20
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Mstep: Class 1 contains 14762 members 
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Entering Unmasked Estep 
Score: -7309509.500000 Penalty: 5224.686523
	Iteration 141Q: 3 clusters Score -7309510 nChanged 20
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Mstep: Class 1 contains 14774 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7309509 nChanged 20
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Mstep: Class 1 contains 14788 members 
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Entering Unmasked Estep 
Score: -7309514.500000 Penalty: 5224.686523
	Iteration 143Q: 3 clusters Score -7309514 nChanged 19
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	Iteration 144Q: 3 clusters Score -7309507 nChanged 21
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Entering Unmasked Estep 
Score: -7309516.000000 Penalty: 5224.686523
	Iteration 145Q: 3 clusters Score -7309516 nChanged 25
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Score: -7309528.000000 Penalty: 5224.686523
	Iteration 146Q: 3 clusters Score -7309528 nChanged 26
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Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7309528 nChanged 35
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Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7309534 nChanged 29
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Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 22680 members 
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	Iteration 151Q: 3 clusters Score -7309525 nChanged 44
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Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7309540 nChanged 44
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Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7309536 nChanged 41
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7309538 nChanged 33
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Mstep: Class 2 contains 22610 members 
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	Iteration 155Q: 3 clusters Score -7309530 nChanged 31
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7309550 nChanged 46
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7309556 nChanged 58
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	Iteration 158Q: 3 clusters Score -7309558 nChanged 57
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	Iteration 159Q: 3 clusters Score -7309560 nChanged 57
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7309554 nChanged 75
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	Iteration 161Q: 3 clusters Score -7309570 nChanged 72
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	Iteration 162Q: 3 clusters Score -7309582 nChanged 57
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	Iteration 163Q: 3 clusters Score -7309594 nChanged 58
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	Iteration 164Q: 3 clusters Score -7309604 nChanged 60
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7309612 nChanged 62
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	Iteration 166Q: 3 clusters Score -7309610 nChanged 61
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	Iteration 167Q: 3 clusters Score -7309609 nChanged 50
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	Iteration 168Q: 3 clusters Score -7309630 nChanged 48
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Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7309635 nChanged 36
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	Iteration 170Q: 3 clusters Score -7309642 nChanged 29
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7309640 nChanged 32
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	Iteration 172Q: 3 clusters Score -7309637 nChanged 22
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	Iteration 173Q: 3 clusters Score -7309641 nChanged 18
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	Iteration 174Q: 3 clusters Score -7309637 nChanged 20
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	Iteration 175Q: 3 clusters Score -7309629 nChanged 25
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	Iteration 176Q: 3 clusters Score -7309622 nChanged 22
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	Iteration 177Q: 3 clusters Score -7309624 nChanged 18
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	Iteration 178Q: 3 clusters Score -7309612 nChanged 21
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	Iteration 179Q: 3 clusters Score -7309600 nChanged 31
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	Iteration 180F: 3 clusters Score -7309606 nChanged 35
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	Iteration 181Q: 3 clusters Score -7309616 nChanged 42
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	Iteration 182Q: 3 clusters Score -7309626 nChanged 45
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	Iteration 183Q: 3 clusters Score -7309628 nChanged 38
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	Iteration 184Q: 3 clusters Score -7309624 nChanged 46
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	Iteration 185Q: 3 clusters Score -7309619 nChanged 53
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	Iteration 186Q: 3 clusters Score -7309601 nChanged 67
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	Iteration 187Q: 3 clusters Score -7309594 nChanged 74
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	Iteration 189Q: 3 clusters Score -7309602 nChanged 86
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	Iteration 190Q: 3 clusters Score -7309604 nChanged 83
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	Iteration 191Q: 3 clusters Score -7309598 nChanged 80
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	Iteration 192Q: 3 clusters Score -7309620 nChanged 63
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	Iteration 193Q: 3 clusters Score -7309599 nChanged 63
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	Iteration 194Q: 3 clusters Score -7309612 nChanged 60
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	Iteration 195Q: 3 clusters Score -7309618 nChanged 61
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	Iteration 196Q: 3 clusters Score -7309620 nChanged 82
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	Iteration 197Q: 3 clusters Score -7309632 nChanged 84
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	Iteration 199Q: 3 clusters Score -7309620 nChanged 80
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	Iteration 200F: 3 clusters Score -7309621 nChanged 80
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	Iteration 203Q: 3 clusters Score -7309635 nChanged 63
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	Iteration 204Q: 3 clusters Score -7309637 nChanged 68
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	Iteration 205Q: 3 clusters Score -7309644 nChanged 76
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	Iteration 206Q: 3 clusters Score -7309660 nChanged 64
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	Iteration 207Q: 3 clusters Score -7309654 nChanged 64
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	Iteration 208Q: 3 clusters Score -7309667 nChanged 59
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	Iteration 209Q: 3 clusters Score -7309654 nChanged 59
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	Iteration 210Q: 3 clusters Score -7309664 nChanged 53
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7309646 nChanged 70
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	Iteration 212Q: 3 clusters Score -7309665 nChanged 75
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	Iteration 213Q: 3 clusters Score -7309698 nChanged 88
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	Iteration 214Q: 3 clusters Score -7309720 nChanged 72
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	Iteration 215Q: 3 clusters Score -7309723 nChanged 53
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -7309742 nChanged 34
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -7309721 nChanged 49
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -7309724 nChanged 48
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	Iteration 219Q: 3 clusters Score -7309726 nChanged 50
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	Iteration 220F: 3 clusters Score -7309724 nChanged 59
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	Iteration 221Q: 3 clusters Score -7309730 nChanged 64
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	Iteration 222Q: 3 clusters Score -7309734 nChanged 58
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	Iteration 223Q: 3 clusters Score -7309719 nChanged 60
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	Iteration 224Q: 3 clusters Score -7309734 nChanged 64
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	Iteration 225Q: 3 clusters Score -7309724 nChanged 62
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	Iteration 226Q: 3 clusters Score -7309713 nChanged 87
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	Iteration 227Q: 3 clusters Score -7309720 nChanged 92
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	Iteration 228Q: 3 clusters Score -7309709 nChanged 106
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	Iteration 229Q: 3 clusters Score -7309690 nChanged 131
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	Iteration 230Q: 3 clusters Score -7309694 nChanged 144
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	Iteration 231Q: 3 clusters Score -7309730 nChanged 164
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	Iteration 232Q: 3 clusters Score -7309740 nChanged 188
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	Iteration 233Q: 3 clusters Score -7309758 nChanged 187
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	Iteration 234Q: 3 clusters Score -7309808 nChanged 175
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	Iteration 235Q: 3 clusters Score -7309830 nChanged 178
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	Iteration 236Q: 3 clusters Score -7309858 nChanged 145
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	Iteration 237Q: 3 clusters Score -7309866 nChanged 131
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	Iteration 238Q: 3 clusters Score -7309892 nChanged 153
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	Iteration 239Q: 3 clusters Score -7309923 nChanged 136
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	Iteration 240F: 3 clusters Score -7309932 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -7309951.000000 Penalty: 5224.686523
	Iteration 241Q: 3 clusters Score -7309951 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7309997.000000 Penalty: 5224.686523
	Iteration 242Q: 3 clusters Score -7309997 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -7310029.500000 Penalty: 5224.686523
	Iteration 243Q: 3 clusters Score -7310030 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -7310084.500000 Penalty: 5224.686523
	Iteration 244Q: 3 clusters Score -7310084 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -7310106.000000 Penalty: 5224.686523
	Iteration 245Q: 3 clusters Score -7310106 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -7310225.000000 Penalty: 5224.686523
	Iteration 246Q: 3 clusters Score -7310225 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -7310379.000000 Penalty: 5224.686523
	Iteration 247Q: 3 clusters Score -7310379 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -7310545.000000 Penalty: 5224.686523
	Iteration 248Q: 3 clusters Score -7310545 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -7310763.500000 Penalty: 5224.686523
	Iteration 249Q: 3 clusters Score -7310764 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -7311071.500000 Penalty: 5224.686523
	Iteration 250Q: 3 clusters Score -7311072 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -7311432.000000 Penalty: 5224.686523
	Iteration 251Q: 3 clusters Score -7311432 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -7311966.000000 Penalty: 5224.686523
	Iteration 252Q: 3 clusters Score -7311966 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7312494.000000 Penalty: 5224.686523
	Iteration 253Q: 3 clusters Score -7312494 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -7313075.000000 Penalty: 5224.686523
	Iteration 254Q: 3 clusters Score -7313075 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -7313520.500000 Penalty: 5224.686523
	Iteration 255Q: 3 clusters Score -7313520 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -7313884.500000 Penalty: 5224.686523
	Iteration 256Q: 3 clusters Score -7313884 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -7314096.000000 Penalty: 5224.686523
	Iteration 257Q: 3 clusters Score -7314096 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -7314232.000000 Penalty: 5224.686523
	Iteration 258Q: 3 clusters Score -7314232 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -7314333.500000 Penalty: 5224.686523
	Iteration 259Q: 3 clusters Score -7314334 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -7314433.500000 Penalty: 5224.686523
	Iteration 260F: 3 clusters Score -7314434 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -7314521.500000 Penalty: 5224.686523
	Iteration 261Q: 3 clusters Score -7314522 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -7314553.500000 Penalty: 5224.686523
	Iteration 262Q: 3 clusters Score -7314554 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -7314567.500000 Penalty: 5224.686523
	Iteration 263Q: 3 clusters Score -7314568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -7314585.500000 Penalty: 5224.686523
	Iteration 264Q: 3 clusters Score -7314586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -7314594.000000 Penalty: 5224.686523
	Iteration 265Q: 3 clusters Score -7314594 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -7314577.000000 Penalty: 5224.686523
	Iteration 266Q: 3 clusters Score -7314577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -7314575.500000 Penalty: 5224.686523
	Iteration 267Q: 3 clusters Score -7314576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -7314599.000000 Penalty: 5224.686523
	Iteration 268Q: 3 clusters Score -7314599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -7314583.500000 Penalty: 5224.686523
	Iteration 269Q: 3 clusters Score -7314584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -7314592.000000 Penalty: 5224.686523
	Iteration 270Q: 3 clusters Score -7314592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -7314592.500000 Penalty: 5224.686523
	Iteration 271Q: 3 clusters Score -7314592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -7314600.500000 Penalty: 5224.686523
	Iteration 272Q: 3 clusters Score -7314600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -7314583.500000 Penalty: 5224.686523
	Iteration 273Q: 3 clusters Score -7314584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -7314597.500000 Penalty: 5224.686523
	Iteration 274Q: 3 clusters Score -7314598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -7314599.500000 Penalty: 5224.686523
	Iteration 275Q: 3 clusters Score -7314600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -7314596.000000 Penalty: 5224.686523
	Iteration 276Q: 3 clusters Score -7314596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -7314596.000000 Penalty: 5224.686523
	Iteration 277F: 3 clusters Score -7314596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 16782 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 20776 members 
Entering Unmasked Estep 
Score: -161330912.000000 Penalty: 206342.156250
Splitting cluster 35 changes total score from -161331920.000000 to -161330912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (38163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Entering Unmasked Estep 
Score: -7424536.500000 Penalty: 2616.306152
	Iteration 0F: 2 clusters Score -7424536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -7402538.000000 Penalty: 5232.612305
	Iteration 0F: 3 clusters Score -7402538 nChanged 17310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -7411949.500000 Penalty: 5232.612305
	Iteration 1F: 3 clusters Score -7411950 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -7412416.500000 Penalty: 5232.612305
	Iteration 2Q: 3 clusters Score -7412416 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -7412784.000000 Penalty: 5232.612305
	Iteration 3Q: 3 clusters Score -7412784 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -7413176.500000 Penalty: 5232.612305
	Iteration 4Q: 3 clusters Score -7413176 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -7413606.500000 Penalty: 5232.612305
	Iteration 5Q: 3 clusters Score -7413606 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -7414093.000000 Penalty: 5232.612305
	Iteration 6Q: 3 clusters Score -7414093 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -7414715.500000 Penalty: 5232.612305
	Iteration 7Q: 3 clusters Score -7414716 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -7415359.000000 Penalty: 5232.612305
	Iteration 8Q: 3 clusters Score -7415359 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -7416446.500000 Penalty: 5232.612305
	Iteration 9Q: 3 clusters Score -7416446 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -7417733.500000 Penalty: 5232.612305
	Iteration 10Q: 3 clusters Score -7417734 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -7419057.000000 Penalty: 5232.612305
	Iteration 11Q: 3 clusters Score -7419057 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -7420237.500000 Penalty: 5232.612305
	Iteration 12Q: 3 clusters Score -7420238 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -7421240.500000 Penalty: 5232.612305
	Iteration 13Q: 3 clusters Score -7421240 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -7421930.500000 Penalty: 5232.612305
	Iteration 14Q: 3 clusters Score -7421930 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -7422337.000000 Penalty: 5232.612305
	Iteration 15Q: 3 clusters Score -7422337 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -7422605.000000 Penalty: 5232.612305
	Iteration 16Q: 3 clusters Score -7422605 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -7422871.500000 Penalty: 5232.612305
	Iteration 17Q: 3 clusters Score -7422872 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -7423087.000000 Penalty: 5232.612305
	Iteration 18Q: 3 clusters Score -7423087 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -7423290.000000 Penalty: 5232.612305
	Iteration 19Q: 3 clusters Score -7423290 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -7423608.000000 Penalty: 5232.612305
	Iteration 20F: 3 clusters Score -7423608 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -7423973.500000 Penalty: 5232.612305
	Iteration 21Q: 3 clusters Score -7423974 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -7424331.000000 Penalty: 5232.612305
	Iteration 22Q: 3 clusters Score -7424331 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -7424534.000000 Penalty: 5232.612305
	Iteration 23Q: 3 clusters Score -7424534 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -7424705.500000 Penalty: 5232.612305
	Iteration 24Q: 3 clusters Score -7424706 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -7424834.000000 Penalty: 5232.612305
	Iteration 25Q: 3 clusters Score -7424834 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -7425023.000000 Penalty: 5232.612305
	Iteration 26Q: 3 clusters Score -7425023 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -7425044.500000 Penalty: 5232.612305
	Iteration 27Q: 3 clusters Score -7425044 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -7425076.000000 Penalty: 5232.612305
	Iteration 28Q: 3 clusters Score -7425076 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -7425118.500000 Penalty: 5232.612305
	Iteration 29Q: 3 clusters Score -7425118 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -7425176.500000 Penalty: 5232.612305
	Iteration 30Q: 3 clusters Score -7425176 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -7425127.500000 Penalty: 5232.612305
	Iteration 31Q: 3 clusters Score -7425128 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -7425240.000000 Penalty: 5232.612305
	Iteration 32Q: 3 clusters Score -7425240 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -7425231.000000 Penalty: 5232.612305
	Iteration 33Q: 3 clusters Score -7425231 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -7425229.500000 Penalty: 5232.612305
	Iteration 34Q: 3 clusters Score -7425230 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -7425153.500000 Penalty: 5232.612305
	Iteration 35Q: 3 clusters Score -7425154 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -7425223.500000 Penalty: 5232.612305
	Iteration 36Q: 3 clusters Score -7425224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -7425244.000000 Penalty: 5232.612305
	Iteration 37Q: 3 clusters Score -7425244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -7425255.000000 Penalty: 5232.612305
	Iteration 38Q: 3 clusters Score -7425255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -7425250.000000 Penalty: 5232.612305
	Iteration 39Q: 3 clusters Score -7425250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -7425341.000000 Penalty: 5232.612305
	Iteration 40F: 3 clusters Score -7425341 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -7425435.500000 Penalty: 5232.612305
	Iteration 41Q: 3 clusters Score -7425436 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7425452.000000 Penalty: 5232.612305
	Iteration 42Q: 3 clusters Score -7425452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -7425470.000000 Penalty: 5232.612305
	Iteration 43Q: 3 clusters Score -7425470 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -7425463.000000 Penalty: 5232.612305
	Iteration 44Q: 3 clusters Score -7425463 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -7425473.000000 Penalty: 5232.612305
	Iteration 45Q: 3 clusters Score -7425473 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -7425440.000000 Penalty: 5232.612305
	Iteration 46Q: 3 clusters Score -7425440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -7425426.000000 Penalty: 5232.612305
	Iteration 47Q: 3 clusters Score -7425426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -7425416.000000 Penalty: 5232.612305
	Iteration 48Q: 3 clusters Score -7425416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -7425398.500000 Penalty: 5232.612305
	Iteration 49Q: 3 clusters Score -7425398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -7425398.000000 Penalty: 5232.612305
	Iteration 50Q: 3 clusters Score -7425398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -7425402.500000 Penalty: 5232.612305
	Iteration 51Q: 3 clusters Score -7425402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -7425403.000000 Penalty: 5232.612305
	Iteration 52Q: 3 clusters Score -7425403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -7425404.500000 Penalty: 5232.612305
	Iteration 53Q: 3 clusters Score -7425404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -7425411.000000 Penalty: 5232.612305
	Iteration 54Q: 3 clusters Score -7425411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -7425405.000000 Penalty: 5232.612305
	Iteration 55Q: 3 clusters Score -7425405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -7425417.000000 Penalty: 5232.612305
	Iteration 56Q: 3 clusters Score -7425417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -7425415.500000 Penalty: 5232.612305
	Iteration 57Q: 3 clusters Score -7425416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -7425432.000000 Penalty: 5232.612305
	Iteration 58Q: 3 clusters Score -7425432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -7425429.500000 Penalty: 5232.612305
	Iteration 59Q: 3 clusters Score -7425430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -7425432.500000 Penalty: 5232.612305
	Iteration 60F: 3 clusters Score -7425432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -7425435.500000 Penalty: 5232.612305
	Iteration 61Q: 3 clusters Score -7425436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -7425439.500000 Penalty: 5232.612305
	Iteration 62Q: 3 clusters Score -7425440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -7425439.500000 Penalty: 5232.612305
	Iteration 63F: 3 clusters Score -7425440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 16825 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 21338 members 
Entering Unmasked Estep 
Score: -161331360.000000 Penalty: 206342.156250
Splitting cluster 36 changes total score from -161331920.000000 to -161331360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -83835.132812 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -83835.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82325.257812 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -82325.26 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82707.585938 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -82707.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82938.398438 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -82938.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83199.210938 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -83199.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83418.671875 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -83418.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83602.695312 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -83602.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83731.578125 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -83731.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83893.867188 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -83893.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83984.679688 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -83984.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84011.046875 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -84011.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84053.359375 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -84053.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84074.203125 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -84074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84084.226562 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -84084.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84087.953125 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -84087.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84094.351562 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -84094.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84094.351562 Penalty: 3204.888184
	Iteration 15F: 3 clusters Score -84094.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 240 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 400 members 
Entering Unmasked Estep 
Score: -161330848.000000 Penalty: 206342.156250
Splitting cluster 37 changes total score from -161331920.000000 to -161330848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -44597.980469 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -44597.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43288.433594 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -43288.43 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43539.949219 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -43539.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43615.601562 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -43615.6 nChanged 18
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: -43711.335938 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -43711.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43758.500000 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -43758.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43802.792969 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -43802.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43902.015625 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -43902.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43963.898438 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -43963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44091.917969 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44091.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44154.089844 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -44154.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44195.730469 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -44195.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44219.386719 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -44219.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44264.355469 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -44264.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44287.273438 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -44287.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44320.332031 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -44320.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44328.582031 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -44328.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44339.859375 Penalty: 3027.977295
	Iteration 16F: 3 clusters Score -44339.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44397.859375 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -44397.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44430.000000 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -44430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -44445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44445.898438 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -44445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -175692.203125 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -175692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -173798.218750 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -173798.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -174162.609375 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -174162.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -174295.609375 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -174295.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -174372.250000 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -174372.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -174447.546875 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -174447.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -174529.921875 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -174529.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -174597.171875 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -174597.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -174653.921875 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -174653.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174704.265625 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -174704.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -174751.937500 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -174751.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -174805.000000 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -174805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -174833.406250 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -174833.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -174847.781250 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -174847.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -174866.515625 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -174866.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -174896.140625 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -174896.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174910.437500 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -174910.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174925.359375 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -174925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174953.765625 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -174953.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -174982.078125 Penalty: 3454.679688
	Iteration 18Q: 3 clusters Score -174982.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -175000.250000 Penalty: 3454.679688
	Iteration 19Q: 3 clusters Score -175000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175008.468750 Penalty: 3454.679688
	Iteration 20F: 3 clusters Score -175008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -175019.265625 Penalty: 3454.679688
	Iteration 21Q: 3 clusters Score -175019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -175041.875000 Penalty: 3454.679688
	Iteration 22Q: 3 clusters Score -175041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -175068.000000 Penalty: 3454.679688
	Iteration 23Q: 3 clusters Score -175068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -175106.812500 Penalty: 3454.679688
	Iteration 24Q: 3 clusters Score -175106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -175144.796875 Penalty: 3454.679688
	Iteration 25Q: 3 clusters Score -175144.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175180.421875 Penalty: 3454.679688
	Iteration 26Q: 3 clusters Score -175180.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -175201.937500 Penalty: 3454.679688
	Iteration 27Q: 3 clusters Score -175201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -175210.500000 Penalty: 3454.679688
	Iteration 28Q: 3 clusters Score -175210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175217.062500 Penalty: 3454.679688
	Iteration 29Q: 3 clusters Score -175217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -175226.390625 Penalty: 3454.679688
	Iteration 30Q: 3 clusters Score -175226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175227.000000 Penalty: 3454.679688
	Iteration 31Q: 3 clusters Score -175227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175227.000000 Penalty: 3454.679688
	Iteration 32F: 3 clusters Score -175227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -217130.421875 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -217130.4 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 632 members 
Entering Unmasked Estep 
Score: -215116.796875 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -215116.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -215514.390625 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -215514.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -215699.140625 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -215699.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -215860.187500 Penalty: 3536.925781
	Iteration 3F: 3 clusters Score -215860.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -215992.531250 Penalty: 3536.925781
	Iteration 4F: 3 clusters Score -215992.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -216142.500000 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -216142.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -216235.578125 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -216235.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -216297.468750 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -216297.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -216329.000000 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -216329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -216347.343750 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -216347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -216362.015625 Penalty: 3536.925781
	Iteration 10Q: 3 clusters Score -216362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -216381.453125 Penalty: 3536.925781
	Iteration 11Q: 3 clusters Score -216381.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216395.031250 Penalty: 3536.925781
	Iteration 12Q: 3 clusters Score -216395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -216411.593750 Penalty: 3536.925781
	Iteration 13Q: 3 clusters Score -216411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -216418.093750 Penalty: 3536.925781
	Iteration 14Q: 3 clusters Score -216418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -216423.171875 Penalty: 3536.925781
	Iteration 15Q: 3 clusters Score -216423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -216423.593750 Penalty: 3536.925781
	Iteration 16Q: 3 clusters Score -216423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -216423.593750 Penalty: 3536.925781
	Iteration 17F: 3 clusters Score -216423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -509165.218750 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -509165.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -506109.593750 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -506109.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -506745.968750 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -506746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -506917.656250 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -506917.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -506997.562500 Penalty: 3921.464844
	Iteration 3Q: 3 clusters Score -506997.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -507055.562500 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -507055.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -507104.062500 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -507104.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -507141.656250 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -507141.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -507178.875000 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -507178.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -507209.375000 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -507209.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -507230.906250 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -507230.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -507246.937500 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -507246.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -507268.625000 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -507268.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -507294.468750 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -507294.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -507316.406250 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -507316.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -507336.781250 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -507336.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -507355.906250 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -507355.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -507377.812500 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -507377.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -507402.906250 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -507402.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -507429.625000 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -507429.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -507451.875000 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -507451.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -507480.656250 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -507480.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -507500.218750 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -507500.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -507510.968750 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -507511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -507516.531250 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -507516.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -507519.750000 Penalty: 3921.464844
	Iteration 24Q: 3 clusters Score -507519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -507523.156250 Penalty: 3921.464844
	Iteration 25Q: 3 clusters Score -507523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -507523.312500 Penalty: 3921.464844
	Iteration 26Q: 3 clusters Score -507523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -507524.187500 Penalty: 3921.464844
	Iteration 27Q: 3 clusters Score -507524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -507525.062500 Penalty: 3921.464844
	Iteration 28Q: 3 clusters Score -507525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -507525.750000 Penalty: 3921.464844
	Iteration 29Q: 3 clusters Score -507525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -507526.781250 Penalty: 3921.464844
	Iteration 30Q: 3 clusters Score -507526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -507526.781250 Penalty: 3921.464844
	Iteration 31F: 3 clusters Score -507526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Entering Unmasked Estep 
Score: -8774925.000000 Penalty: 2655.450195
	Iteration 0F: 2 clusters Score -8774925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -8745864.000000 Penalty: 5310.900391
	Iteration 0F: 3 clusters Score -8745864 nChanged 20512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -8757098.000000 Penalty: 5310.900391
	Iteration 1F: 3 clusters Score -8757098 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -8757551.000000 Penalty: 5310.900391
	Iteration 2Q: 3 clusters Score -8757551 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -8758045.000000 Penalty: 5310.900391
	Iteration 3Q: 3 clusters Score -8758045 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8758390.000000 Penalty: 5310.900391
	Iteration 4Q: 3 clusters Score -8758390 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8758779.000000 Penalty: 5310.900391
	Iteration 5Q: 3 clusters Score -8758779 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8759202.000000 Penalty: 5310.900391
	Iteration 6Q: 3 clusters Score -8759202 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -8759774.000000 Penalty: 5310.900391
	Iteration 7Q: 3 clusters Score -8759774 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -8760562.000000 Penalty: 5310.900391
	Iteration 8Q: 3 clusters Score -8760562 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -8761710.000000 Penalty: 5310.900391
	Iteration 9Q: 3 clusters Score -8761710 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -8763217.000000 Penalty: 5310.900391
	Iteration 10F: 3 clusters Score -8763217 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -8765189.000000 Penalty: 5310.900391
	Iteration 11F: 3 clusters Score -8765189 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8767007.000000 Penalty: 5310.900391
	Iteration 12F: 3 clusters Score -8767007 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -8768157.000000 Penalty: 5310.900391
	Iteration 13Q: 3 clusters Score -8768157 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -8768833.000000 Penalty: 5310.900391
	Iteration 14Q: 3 clusters Score -8768833 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -8769244.000000 Penalty: 5310.900391
	Iteration 15Q: 3 clusters Score -8769244 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8769584.000000 Penalty: 5310.900391
	Iteration 16Q: 3 clusters Score -8769584 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -8769937.000000 Penalty: 5310.900391
	Iteration 17Q: 3 clusters Score -8769937 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -8770168.000000 Penalty: 5310.900391
	Iteration 18Q: 3 clusters Score -8770168 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -8770374.000000 Penalty: 5310.900391
	Iteration 19Q: 3 clusters Score -8770374 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -8770585.000000 Penalty: 5310.900391
	Iteration 20F: 3 clusters Score -8770585 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -8770759.000000 Penalty: 5310.900391
	Iteration 21Q: 3 clusters Score -8770759 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8770909.000000 Penalty: 5310.900391
	Iteration 22Q: 3 clusters Score -8770909 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -8771063.000000 Penalty: 5310.900391
	Iteration 23Q: 3 clusters Score -8771063 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -8771202.000000 Penalty: 5310.900391
	Iteration 24Q: 3 clusters Score -8771202 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -8771354.000000 Penalty: 5310.900391
	Iteration 25Q: 3 clusters Score -8771354 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -8771519.000000 Penalty: 5310.900391
	Iteration 26Q: 3 clusters Score -8771519 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -8771670.000000 Penalty: 5310.900391
	Iteration 27Q: 3 clusters Score -8771670 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -8771834.000000 Penalty: 5310.900391
	Iteration 28Q: 3 clusters Score -8771834 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -8771965.000000 Penalty: 5310.900391
	Iteration 29Q: 3 clusters Score -8771965 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -8772116.000000 Penalty: 5310.900391
	Iteration 30Q: 3 clusters Score -8772116 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8772214.000000 Penalty: 5310.900391
	Iteration 31Q: 3 clusters Score -8772214 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8772327.000000 Penalty: 5310.900391
	Iteration 32Q: 3 clusters Score -8772327 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8772438.000000 Penalty: 5310.900391
	Iteration 33Q: 3 clusters Score -8772438 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -8772538.000000 Penalty: 5310.900391
	Iteration 34Q: 3 clusters Score -8772538 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -8772602.000000 Penalty: 5310.900391
	Iteration 35Q: 3 clusters Score -8772602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8772657.000000 Penalty: 5310.900391
	Iteration 36Q: 3 clusters Score -8772657 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8772666.000000 Penalty: 5310.900391
	Iteration 37Q: 3 clusters Score -8772666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8772668.000000 Penalty: 5310.900391
	Iteration 38Q: 3 clusters Score -8772668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -8772688.000000 Penalty: 5310.900391
	Iteration 39Q: 3 clusters Score -8772688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8772708.000000 Penalty: 5310.900391
	Iteration 40F: 3 clusters Score -8772708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8772722.000000 Penalty: 5310.900391
	Iteration 41Q: 3 clusters Score -8772722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8772734.000000 Penalty: 5310.900391
	Iteration 42Q: 3 clusters Score -8772734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -8772744.000000 Penalty: 5310.900391
	Iteration 43Q: 3 clusters Score -8772744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8772748.000000 Penalty: 5310.900391
	Iteration 44Q: 3 clusters Score -8772748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8772753.000000 Penalty: 5310.900391
	Iteration 45Q: 3 clusters Score -8772753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8772771.000000 Penalty: 5310.900391
	Iteration 46Q: 3 clusters Score -8772771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8772773.000000 Penalty: 5310.900391
	Iteration 47Q: 3 clusters Score -8772773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8772773.000000 Penalty: 5310.900391
	Iteration 48Q: 3 clusters Score -8772773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8772780.000000 Penalty: 5310.900391
	Iteration 49Q: 3 clusters Score -8772780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8772779.000000 Penalty: 5310.900391
	Iteration 50Q: 3 clusters Score -8772779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -8772780.000000 Penalty: 5310.900391
	Iteration 51Q: 3 clusters Score -8772780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8772778.000000 Penalty: 5310.900391
	Iteration 52Q: 3 clusters Score -8772778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8772786.000000 Penalty: 5310.900391
	Iteration 53Q: 3 clusters Score -8772786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8772786.000000 Penalty: 5310.900391
	Iteration 54F: 3 clusters Score -8772786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -49680.945312 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -49680.95 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 193 members 
Entering Unmasked Estep 
Score: -48334.703125 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -48334.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48661.476562 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -48661.48 nChanged 38
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: -48853.933594 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -48853.93 nChanged 28
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: -49021.210938 Penalty: 2948.928711
	Iteration 3F: 3 clusters Score -49021.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49090.371094 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -49090.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49162.031250 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -49162.03 nChanged 7
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: -49192.351562 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -49192.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49239.832031 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -49239.83 nChanged 2
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: -49250.632812 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -49250.63 nChanged 0
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: -49250.632812 Penalty: 2948.928711
	Iteration 9F: 3 clusters Score -49250.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (18947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Entering Unmasked Estep 
Score: -3950480.750000 Penalty: 2442.651367
	Iteration 0F: 2 clusters Score -3950481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3938262.250000 Penalty: 4885.302734
	Iteration 0F: 3 clusters Score -3938262 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3942634.250000 Penalty: 4885.302734
	Iteration 1F: 3 clusters Score -3942634 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3943047.750000 Penalty: 4885.302734
	Iteration 2F: 3 clusters Score -3943048 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3943373.750000 Penalty: 4885.302734
	Iteration 3Q: 3 clusters Score -3943374 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3943698.750000 Penalty: 4885.302734
	Iteration 4Q: 3 clusters Score -3943699 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3944008.750000 Penalty: 4885.302734
	Iteration 5Q: 3 clusters Score -3944009 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3944340.000000 Penalty: 4885.302734
	Iteration 6Q: 3 clusters Score -3944340 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3944674.000000 Penalty: 4885.302734
	Iteration 7Q: 3 clusters Score -3944674 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3945042.000000 Penalty: 4885.302734
	Iteration 8Q: 3 clusters Score -3945042 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3945503.750000 Penalty: 4885.302734
	Iteration 9Q: 3 clusters Score -3945504 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3946016.000000 Penalty: 4885.302734
	Iteration 10Q: 3 clusters Score -3946016 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3946506.500000 Penalty: 4885.302734
	Iteration 11Q: 3 clusters Score -3946506 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3946882.750000 Penalty: 4885.302734
	Iteration 12Q: 3 clusters Score -3946883 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3947126.000000 Penalty: 4885.302734
	Iteration 13Q: 3 clusters Score -3947126 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3947265.000000 Penalty: 4885.302734
	Iteration 14Q: 3 clusters Score -3947265 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3947359.000000 Penalty: 4885.302734
	Iteration 15Q: 3 clusters Score -3947359 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3947434.500000 Penalty: 4885.302734
	Iteration 16Q: 3 clusters Score -3947434 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3947508.500000 Penalty: 4885.302734
	Iteration 17Q: 3 clusters Score -3947508 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3947565.500000 Penalty: 4885.302734
	Iteration 18Q: 3 clusters Score -3947566 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3947616.500000 Penalty: 4885.302734
	Iteration 19Q: 3 clusters Score -3947616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3947671.000000 Penalty: 4885.302734
	Iteration 20F: 3 clusters Score -3947671 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3947727.500000 Penalty: 4885.302734
	Iteration 21Q: 3 clusters Score -3947728 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3947786.750000 Penalty: 4885.302734
	Iteration 22Q: 3 clusters Score -3947787 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3947838.250000 Penalty: 4885.302734
	Iteration 23Q: 3 clusters Score -3947838 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3947896.000000 Penalty: 4885.302734
	Iteration 24Q: 3 clusters Score -3947896 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3947939.500000 Penalty: 4885.302734
	Iteration 25Q: 3 clusters Score -3947940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3947987.000000 Penalty: 4885.302734
	Iteration 26Q: 3 clusters Score -3947987 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3948010.250000 Penalty: 4885.302734
	Iteration 27Q: 3 clusters Score -3948010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3948047.000000 Penalty: 4885.302734
	Iteration 28Q: 3 clusters Score -3948047 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3948092.000000 Penalty: 4885.302734
	Iteration 29Q: 3 clusters Score -3948092 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3948115.250000 Penalty: 4885.302734
	Iteration 30Q: 3 clusters Score -3948115 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3948140.500000 Penalty: 4885.302734
	Iteration 31Q: 3 clusters Score -3948140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3948175.500000 Penalty: 4885.302734
	Iteration 32Q: 3 clusters Score -3948176 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3948177.750000 Penalty: 4885.302734
	Iteration 33Q: 3 clusters Score -3948178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3948194.750000 Penalty: 4885.302734
	Iteration 34Q: 3 clusters Score -3948195 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3948215.250000 Penalty: 4885.302734
	Iteration 35Q: 3 clusters Score -3948215 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3948232.250000 Penalty: 4885.302734
	Iteration 36Q: 3 clusters Score -3948232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3948249.750000 Penalty: 4885.302734
	Iteration 37Q: 3 clusters Score -3948250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3948258.750000 Penalty: 4885.302734
	Iteration 38Q: 3 clusters Score -3948259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3948271.750000 Penalty: 4885.302734
	Iteration 39Q: 3 clusters Score -3948272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3948303.750000 Penalty: 4885.302734
	Iteration 40F: 3 clusters Score -3948304 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3948323.750000 Penalty: 4885.302734
	Iteration 41Q: 3 clusters Score -3948324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3948346.500000 Penalty: 4885.302734
	Iteration 42Q: 3 clusters Score -3948346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3948341.750000 Penalty: 4885.302734
	Iteration 43Q: 3 clusters Score -3948342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3948352.250000 Penalty: 4885.302734
	Iteration 44Q: 3 clusters Score -3948352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3948364.500000 Penalty: 4885.302734
	Iteration 45Q: 3 clusters Score -3948364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3948375.250000 Penalty: 4885.302734
	Iteration 46Q: 3 clusters Score -3948375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3948393.000000 Penalty: 4885.302734
	Iteration 47Q: 3 clusters Score -3948393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3948411.750000 Penalty: 4885.302734
	Iteration 48Q: 3 clusters Score -3948412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3948418.250000 Penalty: 4885.302734
	Iteration 49Q: 3 clusters Score -3948418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3948425.750000 Penalty: 4885.302734
	Iteration 50Q: 3 clusters Score -3948426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3948435.000000 Penalty: 4885.302734
	Iteration 51Q: 3 clusters Score -3948435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3948441.250000 Penalty: 4885.302734
	Iteration 52Q: 3 clusters Score -3948441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3948454.750000 Penalty: 4885.302734
	Iteration 53Q: 3 clusters Score -3948455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3948456.500000 Penalty: 4885.302734
	Iteration 54Q: 3 clusters Score -3948456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3948471.250000 Penalty: 4885.302734
	Iteration 55Q: 3 clusters Score -3948471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3948479.750000 Penalty: 4885.302734
	Iteration 56Q: 3 clusters Score -3948480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3948479.750000 Penalty: 4885.302734
	Iteration 57Q: 3 clusters Score -3948480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3948493.000000 Penalty: 4885.302734
	Iteration 58Q: 3 clusters Score -3948493 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3948487.500000 Penalty: 4885.302734
	Iteration 59Q: 3 clusters Score -3948488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3948507.500000 Penalty: 4885.302734
	Iteration 60F: 3 clusters Score -3948508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3948511.750000 Penalty: 4885.302734
	Iteration 61Q: 3 clusters Score -3948512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3948515.750000 Penalty: 4885.302734
	Iteration 62Q: 3 clusters Score -3948516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3948516.500000 Penalty: 4885.302734
	Iteration 63Q: 3 clusters Score -3948516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3948524.250000 Penalty: 4885.302734
	Iteration 64Q: 3 clusters Score -3948524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3948536.000000 Penalty: 4885.302734
	Iteration 65Q: 3 clusters Score -3948536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3948552.250000 Penalty: 4885.302734
	Iteration 66Q: 3 clusters Score -3948552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3948543.500000 Penalty: 4885.302734
	Iteration 67Q: 3 clusters Score -3948544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3948558.250000 Penalty: 4885.302734
	Iteration 68Q: 3 clusters Score -3948558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3948568.250000 Penalty: 4885.302734
	Iteration 69Q: 3 clusters Score -3948568 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3948593.500000 Penalty: 4885.302734
	Iteration 70Q: 3 clusters Score -3948594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3948590.750000 Penalty: 4885.302734
	Iteration 71Q: 3 clusters Score -3948591 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3948595.000000 Penalty: 4885.302734
	Iteration 72Q: 3 clusters Score -3948595 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3948592.500000 Penalty: 4885.302734
	Iteration 73Q: 3 clusters Score -3948592 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3948595.000000 Penalty: 4885.302734
	Iteration 74Q: 3 clusters Score -3948595 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3948585.750000 Penalty: 4885.302734
	Iteration 75Q: 3 clusters Score -3948586 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3948589.500000 Penalty: 4885.302734
	Iteration 76Q: 3 clusters Score -3948590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3948604.750000 Penalty: 4885.302734
	Iteration 77Q: 3 clusters Score -3948605 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3948602.500000 Penalty: 4885.302734
	Iteration 78Q: 3 clusters Score -3948602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3948597.500000 Penalty: 4885.302734
	Iteration 79Q: 3 clusters Score -3948598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3948597.000000 Penalty: 4885.302734
	Iteration 80F: 3 clusters Score -3948597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3948608.250000 Penalty: 4885.302734
	Iteration 81Q: 3 clusters Score -3948608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3948605.000000 Penalty: 4885.302734
	Iteration 82Q: 3 clusters Score -3948605 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3948596.000000 Penalty: 4885.302734
	Iteration 83Q: 3 clusters Score -3948596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3948597.500000 Penalty: 4885.302734
	Iteration 84Q: 3 clusters Score -3948598 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3948604.000000 Penalty: 4885.302734
	Iteration 85Q: 3 clusters Score -3948604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3948611.500000 Penalty: 4885.302734
	Iteration 86Q: 3 clusters Score -3948612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3948609.250000 Penalty: 4885.302734
	Iteration 87Q: 3 clusters Score -3948609 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3948599.250000 Penalty: 4885.302734
	Iteration 88Q: 3 clusters Score -3948599 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3948602.250000 Penalty: 4885.302734
	Iteration 89Q: 3 clusters Score -3948602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3948592.750000 Penalty: 4885.302734
	Iteration 90Q: 3 clusters Score -3948593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3948584.750000 Penalty: 4885.302734
	Iteration 91Q: 3 clusters Score -3948585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3948579.250000 Penalty: 4885.302734
	Iteration 92Q: 3 clusters Score -3948579 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3948575.500000 Penalty: 4885.302734
	Iteration 93Q: 3 clusters Score -3948576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3948557.000000 Penalty: 4885.302734
	Iteration 94Q: 3 clusters Score -3948557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3948565.250000 Penalty: 4885.302734
	Iteration 95Q: 3 clusters Score -3948565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3948568.750000 Penalty: 4885.302734
	Iteration 96Q: 3 clusters Score -3948569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3948573.000000 Penalty: 4885.302734
	Iteration 97Q: 3 clusters Score -3948573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3948567.000000 Penalty: 4885.302734
	Iteration 98Q: 3 clusters Score -3948567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3948569.250000 Penalty: 4885.302734
	Iteration 99Q: 3 clusters Score -3948569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3948566.500000 Penalty: 4885.302734
	Iteration 100F: 3 clusters Score -3948566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3948571.500000 Penalty: 4885.302734
	Iteration 101Q: 3 clusters Score -3948572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3948575.500000 Penalty: 4885.302734
	Iteration 102Q: 3 clusters Score -3948576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3948574.500000 Penalty: 4885.302734
	Iteration 103Q: 3 clusters Score -3948574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3948575.250000 Penalty: 4885.302734
	Iteration 104Q: 3 clusters Score -3948575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3948572.000000 Penalty: 4885.302734
	Iteration 105Q: 3 clusters Score -3948572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3948582.500000 Penalty: 4885.302734
	Iteration 106Q: 3 clusters Score -3948582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3948579.250000 Penalty: 4885.302734
	Iteration 107Q: 3 clusters Score -3948579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3948570.750000 Penalty: 4885.302734
	Iteration 108Q: 3 clusters Score -3948571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3948573.250000 Penalty: 4885.302734
	Iteration 109Q: 3 clusters Score -3948573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3948567.750000 Penalty: 4885.302734
	Iteration 110Q: 3 clusters Score -3948568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3948560.250000 Penalty: 4885.302734
	Iteration 111Q: 3 clusters Score -3948560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3948563.250000 Penalty: 4885.302734
	Iteration 112Q: 3 clusters Score -3948563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3948566.750000 Penalty: 4885.302734
	Iteration 113Q: 3 clusters Score -3948567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3948565.000000 Penalty: 4885.302734
	Iteration 114Q: 3 clusters Score -3948565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3948560.250000 Penalty: 4885.302734
	Iteration 115Q: 3 clusters Score -3948560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3948563.500000 Penalty: 4885.302734
	Iteration 116Q: 3 clusters Score -3948564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3948557.750000 Penalty: 4885.302734
	Iteration 117Q: 3 clusters Score -3948558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3948552.750000 Penalty: 4885.302734
	Iteration 118Q: 3 clusters Score -3948553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3948558.250000 Penalty: 4885.302734
	Iteration 119Q: 3 clusters Score -3948558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3948563.500000 Penalty: 4885.302734
	Iteration 120F: 3 clusters Score -3948564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3948562.000000 Penalty: 4885.302734
	Iteration 121Q: 3 clusters Score -3948562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3948559.000000 Penalty: 4885.302734
	Iteration 122Q: 3 clusters Score -3948559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3948555.750000 Penalty: 4885.302734
	Iteration 123Q: 3 clusters Score -3948556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3948552.000000 Penalty: 4885.302734
	Iteration 124Q: 3 clusters Score -3948552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3948561.250000 Penalty: 4885.302734
	Iteration 125Q: 3 clusters Score -3948561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3948554.000000 Penalty: 4885.302734
	Iteration 126Q: 3 clusters Score -3948554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3948550.750000 Penalty: 4885.302734
	Iteration 127Q: 3 clusters Score -3948551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3948558.250000 Penalty: 4885.302734
	Iteration 128Q: 3 clusters Score -3948558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3948553.500000 Penalty: 4885.302734
	Iteration 129Q: 3 clusters Score -3948554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3948553.250000 Penalty: 4885.302734
	Iteration 130Q: 3 clusters Score -3948553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3948555.250000 Penalty: 4885.302734
	Iteration 131Q: 3 clusters Score -3948555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3948552.250000 Penalty: 4885.302734
	Iteration 132Q: 3 clusters Score -3948552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3948556.750000 Penalty: 4885.302734
	Iteration 133Q: 3 clusters Score -3948557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3948557.750000 Penalty: 4885.302734
	Iteration 134Q: 3 clusters Score -3948558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3948552.250000 Penalty: 4885.302734
	Iteration 135Q: 3 clusters Score -3948552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3948553.500000 Penalty: 4885.302734
	Iteration 136Q: 3 clusters Score -3948554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3948552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3948552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3948549.250000 Penalty: 4885.302734
	Iteration 139Q: 3 clusters Score -3948549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3948547.250000 Penalty: 4885.302734
	Iteration 140F: 3 clusters Score -3948547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3948548.000000 Penalty: 4885.302734
	Iteration 141Q: 3 clusters Score -3948548 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3948551.250000 Penalty: 4885.302734
	Iteration 142Q: 3 clusters Score -3948551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3948551.250000 Penalty: 4885.302734
	Iteration 143F: 3 clusters Score -3948551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Entering Unmasked Estep 
Score: -3375139.000000 Penalty: 2402.409180
	Iteration 0F: 2 clusters Score -3375139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3364503.500000 Penalty: 4804.818359
	Iteration 0F: 3 clusters Score -3364504 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -3368258.500000 Penalty: 4804.818359
	Iteration 1F: 3 clusters Score -3368258 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3368721.250000 Penalty: 4804.818359
	Iteration 2F: 3 clusters Score -3368721 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3369243.250000 Penalty: 4804.818359
	Iteration 3F: 3 clusters Score -3369243 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3369817.750000 Penalty: 4804.818359
	Iteration 4F: 3 clusters Score -3369818 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3370514.750000 Penalty: 4804.818359
	Iteration 5F: 3 clusters Score -3370515 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3371428.000000 Penalty: 4804.818359
	Iteration 6F: 3 clusters Score -3371428 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3372390.500000 Penalty: 4804.818359
	Iteration 7F: 3 clusters Score -3372390 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3373327.750000 Penalty: 4804.818359
	Iteration 8F: 3 clusters Score -3373328 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3373867.000000 Penalty: 4804.818359
	Iteration 9Q: 3 clusters Score -3373867 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3374075.000000 Penalty: 4804.818359
	Iteration 10Q: 3 clusters Score -3374075 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3374149.000000 Penalty: 4804.818359
	Iteration 11Q: 3 clusters Score -3374149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3374177.750000 Penalty: 4804.818359
	Iteration 12Q: 3 clusters Score -3374178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3374186.250000 Penalty: 4804.818359
	Iteration 13Q: 3 clusters Score -3374186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3374191.250000 Penalty: 4804.818359
	Iteration 14Q: 3 clusters Score -3374191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3374195.750000 Penalty: 4804.818359
	Iteration 15Q: 3 clusters Score -3374196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3374192.250000 Penalty: 4804.818359
	Iteration 16Q: 3 clusters Score -3374192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3374190.000000 Penalty: 4804.818359
	Iteration 17Q: 3 clusters Score -3374190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3374188.750000 Penalty: 4804.818359
	Iteration 18Q: 3 clusters Score -3374189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3374196.500000 Penalty: 4804.818359
	Iteration 19Q: 3 clusters Score -3374196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3374193.250000 Penalty: 4804.818359
	Iteration 20F: 3 clusters Score -3374193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3374194.500000 Penalty: 4804.818359
	Iteration 21Q: 3 clusters Score -3374194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3374192.000000 Penalty: 4804.818359
	Iteration 22Q: 3 clusters Score -3374192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3374193.500000 Penalty: 4804.818359
	Iteration 23Q: 3 clusters Score -3374194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3374190.000000 Penalty: 4804.818359
	Iteration 24Q: 3 clusters Score -3374190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3374191.500000 Penalty: 4804.818359
	Iteration 25Q: 3 clusters Score -3374192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3374187.250000 Penalty: 4804.818359
	Iteration 26Q: 3 clusters Score -3374187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3374192.000000 Penalty: 4804.818359
	Iteration 27Q: 3 clusters Score -3374192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3374190.500000 Penalty: 4804.818359
	Iteration 28Q: 3 clusters Score -3374190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3374192.500000 Penalty: 4804.818359
	Iteration 29Q: 3 clusters Score -3374192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3374189.000000 Penalty: 4804.818359
	Iteration 30Q: 3 clusters Score -3374189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3374190.250000 Penalty: 4804.818359
	Iteration 31Q: 3 clusters Score -3374190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3374189.750000 Penalty: 4804.818359
	Iteration 32Q: 3 clusters Score -3374190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3374185.750000 Penalty: 4804.818359
	Iteration 33Q: 3 clusters Score -3374186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3374185.750000 Penalty: 4804.818359
	Iteration 34F: 3 clusters Score -3374186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -1248204.250000 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -1248204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1242759.250000 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -1242759 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1244091.500000 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -1244092 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1244431.375000 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -1244431 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1244748.250000 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -1244748 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1245048.000000 Penalty: 4347.822266
	Iteration 4F: 3 clusters Score -1245048 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1245406.125000 Penalty: 4347.822266
	Iteration 5F: 3 clusters Score -1245406 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1245829.875000 Penalty: 4347.822266
	Iteration 6F: 3 clusters Score -1245830 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1246188.125000 Penalty: 4347.822266
	Iteration 7F: 3 clusters Score -1246188 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1246517.875000 Penalty: 4347.822266
	Iteration 8F: 3 clusters Score -1246518 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1246764.500000 Penalty: 4347.822266
	Iteration 9Q: 3 clusters Score -1246764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1246946.750000 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -1246947 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1247050.750000 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -1247051 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1247102.625000 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -1247103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1247130.250000 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -1247130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1247145.625000 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -1247146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1247156.375000 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -1247156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1247165.875000 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -1247166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1247173.125000 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -1247173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1247175.500000 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -1247176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1247183.250000 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -1247183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1247190.000000 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -1247190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1247193.875000 Penalty: 4347.822266
	Iteration 21Q: 3 clusters Score -1247194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1247193.250000 Penalty: 4347.822266
	Iteration 22Q: 3 clusters Score -1247193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1247195.500000 Penalty: 4347.822266
	Iteration 23Q: 3 clusters Score -1247196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1247196.625000 Penalty: 4347.822266
	Iteration 24Q: 3 clusters Score -1247197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1247198.250000 Penalty: 4347.822266
	Iteration 25Q: 3 clusters Score -1247198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1247198.875000 Penalty: 4347.822266
	Iteration 26Q: 3 clusters Score -1247199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1247199.375000 Penalty: 4347.822266
	Iteration 27Q: 3 clusters Score -1247199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1247202.375000 Penalty: 4347.822266
	Iteration 28Q: 3 clusters Score -1247202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1247202.000000 Penalty: 4347.822266
	Iteration 29Q: 3 clusters Score -1247202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1247203.875000 Penalty: 4347.822266
	Iteration 30Q: 3 clusters Score -1247204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1247206.625000 Penalty: 4347.822266
	Iteration 31Q: 3 clusters Score -1247207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1247206.375000 Penalty: 4347.822266
	Iteration 32Q: 3 clusters Score -1247206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1247206.875000 Penalty: 4347.822266
	Iteration 33Q: 3 clusters Score -1247207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1247206.625000 Penalty: 4347.822266
	Iteration 34Q: 3 clusters Score -1247207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1247206.625000 Penalty: 4347.822266
	Iteration 35F: 3 clusters Score -1247207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (40846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Entering Unmasked Estep 
Score: -7950206.000000 Penalty: 2633.156006
	Iteration 0F: 2 clusters Score -7950206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -7927014.000000 Penalty: 5266.312012
	Iteration 0F: 3 clusters Score -7927014 nChanged 18471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -7937276.000000 Penalty: 5266.312012
	Iteration 1F: 3 clusters Score -7937276 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -7937817.500000 Penalty: 5266.312012
	Iteration 2Q: 3 clusters Score -7937818 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -7938246.000000 Penalty: 5266.312012
	Iteration 3Q: 3 clusters Score -7938246 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -7938701.500000 Penalty: 5266.312012
	Iteration 4Q: 3 clusters Score -7938702 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -7939299.500000 Penalty: 5266.312012
	Iteration 5Q: 3 clusters Score -7939300 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7940176.500000 Penalty: 5266.312012
	Iteration 6Q: 3 clusters Score -7940176 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -7941352.500000 Penalty: 5266.312012
	Iteration 7Q: 3 clusters Score -7941352 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -7943010.000000 Penalty: 5266.312012
	Iteration 8F: 3 clusters Score -7943010 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -7945163.500000 Penalty: 5266.312012
	Iteration 9F: 3 clusters Score -7945164 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -7947041.000000 Penalty: 5266.312012
	Iteration 10F: 3 clusters Score -7947041 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -7948297.000000 Penalty: 5266.312012
	Iteration 11Q: 3 clusters Score -7948297 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -7949168.000000 Penalty: 5266.312012
	Iteration 12Q: 3 clusters Score -7949168 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -7949880.500000 Penalty: 5266.312012
	Iteration 13Q: 3 clusters Score -7949880 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -7950368.500000 Penalty: 5266.312012
	Iteration 14Q: 3 clusters Score -7950368 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -7950768.000000 Penalty: 5266.312012
	Iteration 15Q: 3 clusters Score -7950768 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -7951042.500000 Penalty: 5266.312012
	Iteration 16Q: 3 clusters Score -7951042 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -7951177.500000 Penalty: 5266.312012
	Iteration 17Q: 3 clusters Score -7951178 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -7951260.500000 Penalty: 5266.312012
	Iteration 18Q: 3 clusters Score -7951260 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -7951307.000000 Penalty: 5266.312012
	Iteration 19Q: 3 clusters Score -7951307 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -7951330.000000 Penalty: 5266.312012
	Iteration 20F: 3 clusters Score -7951330 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -7951324.500000 Penalty: 5266.312012
	Iteration 21Q: 3 clusters Score -7951324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -7951347.500000 Penalty: 5266.312012
	Iteration 22Q: 3 clusters Score -7951348 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -7951333.000000 Penalty: 5266.312012
	Iteration 23Q: 3 clusters Score -7951333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -7951348.000000 Penalty: 5266.312012
	Iteration 24Q: 3 clusters Score -7951348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -7951353.500000 Penalty: 5266.312012
	Iteration 25Q: 3 clusters Score -7951354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -7951346.000000 Penalty: 5266.312012
	Iteration 26Q: 3 clusters Score -7951346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -7951330.500000 Penalty: 5266.312012
	Iteration 27Q: 3 clusters Score -7951330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -7951342.000000 Penalty: 5266.312012
	Iteration 28Q: 3 clusters Score -7951342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -7951356.500000 Penalty: 5266.312012
	Iteration 29Q: 3 clusters Score -7951356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -7951360.000000 Penalty: 5266.312012
	Iteration 30Q: 3 clusters Score -7951360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -7951395.500000 Penalty: 5266.312012
	Iteration 31Q: 3 clusters Score -7951396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -7951365.000000 Penalty: 5266.312012
	Iteration 32Q: 3 clusters Score -7951365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -7951379.500000 Penalty: 5266.312012
	Iteration 33Q: 3 clusters Score -7951380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -7951386.000000 Penalty: 5266.312012
	Iteration 34Q: 3 clusters Score -7951386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -7951384.000000 Penalty: 5266.312012
	Iteration 35Q: 3 clusters Score -7951384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -7951380.000000 Penalty: 5266.312012
	Iteration 36Q: 3 clusters Score -7951380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -7951380.000000 Penalty: 5266.312012
	Iteration 37F: 3 clusters Score -7951380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 23979 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 16867 members 
Entering Unmasked Estep 
Score: -161331136.000000 Penalty: 206342.156250
Splitting cluster 47 changes total score from -161331920.000000 to -161331136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -195560.265625 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -195560.3 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 603 members 
Entering Unmasked Estep 
Score: -193648.062500 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -193648.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -194448.109375 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -194448.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -195114.578125 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -195114.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195632.656250 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -195632.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195891.531250 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -195891.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -196035.406250 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -196035.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -196108.390625 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -196108.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196162.265625 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -196162.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -196199.828125 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -196199.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -196229.062500 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -196229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -196247.875000 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -196247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -196261.468750 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -196261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -196267.953125 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -196268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196273.359375 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -196273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -196278.671875 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -196278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -196282.953125 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -196283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -196282.953125 Penalty: 3517.091309
	Iteration 16F: 3 clusters Score -196283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 574 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 627 members 
Entering Unmasked Estep 
Score: -161330720.000000 Penalty: 206342.156250
Splitting cluster 48 changes total score from -161331920.000000 to -161330720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (16695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Entering Unmasked Estep 
Score: -3336925.000000 Penalty: 2411.270264
	Iteration 0F: 2 clusters Score -3336925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3325285.500000 Penalty: 4822.540527
	Iteration 0F: 3 clusters Score -3325286 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3329105.750000 Penalty: 4822.540527
	Iteration 1F: 3 clusters Score -3329106 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3329431.250000 Penalty: 4822.540527
	Iteration 2F: 3 clusters Score -3329431 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3329701.250000 Penalty: 4822.540527
	Iteration 3Q: 3 clusters Score -3329701 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3329893.750000 Penalty: 4822.540527
	Iteration 4Q: 3 clusters Score -3329894 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3330079.000000 Penalty: 4822.540527
	Iteration 5Q: 3 clusters Score -3330079 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3330256.250000 Penalty: 4822.540527
	Iteration 6Q: 3 clusters Score -3330256 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3330403.500000 Penalty: 4822.540527
	Iteration 7Q: 3 clusters Score -3330404 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3330596.750000 Penalty: 4822.540527
	Iteration 8Q: 3 clusters Score -3330597 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3330791.250000 Penalty: 4822.540527
	Iteration 9Q: 3 clusters Score -3330791 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3331029.750000 Penalty: 4822.540527
	Iteration 10Q: 3 clusters Score -3331030 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3331293.000000 Penalty: 4822.540527
	Iteration 11Q: 3 clusters Score -3331293 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3331630.500000 Penalty: 4822.540527
	Iteration 12Q: 3 clusters Score -3331630 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3332018.750000 Penalty: 4822.540527
	Iteration 13Q: 3 clusters Score -3332019 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3332478.500000 Penalty: 4822.540527
	Iteration 14Q: 3 clusters Score -3332478 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3333029.500000 Penalty: 4822.540527
	Iteration 15Q: 3 clusters Score -3333030 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3333522.500000 Penalty: 4822.540527
	Iteration 16Q: 3 clusters Score -3333522 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3333916.750000 Penalty: 4822.540527
	Iteration 17Q: 3 clusters Score -3333917 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3334214.250000 Penalty: 4822.540527
	Iteration 18Q: 3 clusters Score -3334214 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3334412.250000 Penalty: 4822.540527
	Iteration 19Q: 3 clusters Score -3334412 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3334542.500000 Penalty: 4822.540527
	Iteration 20F: 3 clusters Score -3334542 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3334647.000000 Penalty: 4822.540527
	Iteration 21Q: 3 clusters Score -3334647 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3334723.750000 Penalty: 4822.540527
	Iteration 22Q: 3 clusters Score -3334724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3334773.000000 Penalty: 4822.540527
	Iteration 23Q: 3 clusters Score -3334773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3334798.000000 Penalty: 4822.540527
	Iteration 24Q: 3 clusters Score -3334798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3334819.250000 Penalty: 4822.540527
	Iteration 25Q: 3 clusters Score -3334819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3334840.000000 Penalty: 4822.540527
	Iteration 26Q: 3 clusters Score -3334840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3334851.000000 Penalty: 4822.540527
	Iteration 27Q: 3 clusters Score -3334851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3334862.750000 Penalty: 4822.540527
	Iteration 28Q: 3 clusters Score -3334863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3334872.500000 Penalty: 4822.540527
	Iteration 29Q: 3 clusters Score -3334872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3334883.250000 Penalty: 4822.540527
	Iteration 30Q: 3 clusters Score -3334883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3334886.500000 Penalty: 4822.540527
	Iteration 31Q: 3 clusters Score -3334886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3334896.000000 Penalty: 4822.540527
	Iteration 32Q: 3 clusters Score -3334896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3334895.750000 Penalty: 4822.540527
	Iteration 33Q: 3 clusters Score -3334896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3334895.750000 Penalty: 4822.540527
	Iteration 34F: 3 clusters Score -3334896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -21322.193359 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -21322.19 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 165 members 
Entering Unmasked Estep 
Score: -20164.083984 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -20164.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20514.968750 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -20514.97 nChanged 31
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: -20766.488281 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -20766.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20972.857422 Penalty: 2894.066162
	Iteration 3F: 3 clusters Score -20972.86 nChanged 17
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: -21286.939453 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -21286.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21436.398438 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -21436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21628.980469 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -21628.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21701.095703 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -21701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21701.095703 Penalty: 2894.066162
	Iteration 8F: 3 clusters Score -21701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 109 members 
Entering Unmasked Estep 
Score: -161330176.000000 Penalty: 206342.156250
Splitting cluster 50 changes total score from -161331920.000000 to -161330176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -112141.734375 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -112141.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -110481.382812 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -110481.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110722.820312 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -110722.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -110819.265625 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -110819.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -110886.687500 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -110886.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -110930.085938 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -110930.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -110957.140625 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -110957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -110980.453125 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -110980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -111006.453125 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -111006.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -111053.320312 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -111053.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -111077.023438 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -111077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -111103.093750 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -111103.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -111166.250000 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -111166.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -111227.429688 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -111227.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111276.195312 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -111276.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -111315.695312 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -111315.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111339.046875 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -111339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111353.585938 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -111353.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111361.968750 Penalty: 3229.088135
	Iteration 17Q: 3 clusters Score -111362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111369.429688 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -111369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111375.820312 Penalty: 3229.088135
	Iteration 19Q: 3 clusters Score -111375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111381.453125 Penalty: 3229.088135
	Iteration 20F: 3 clusters Score -111381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111384.601562 Penalty: 3229.088135
	Iteration 21Q: 3 clusters Score -111384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111390.343750 Penalty: 3229.088135
	Iteration 22Q: 3 clusters Score -111390.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111395.257812 Penalty: 3229.088135
	Iteration 23Q: 3 clusters Score -111395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111420.171875 Penalty: 3229.088135
	Iteration 24Q: 3 clusters Score -111420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111434.976562 Penalty: 3229.088135
	Iteration 25Q: 3 clusters Score -111435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111448.281250 Penalty: 3229.088135
	Iteration 26Q: 3 clusters Score -111448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111486.718750 Penalty: 3229.088135
	Iteration 27Q: 3 clusters Score -111486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111521.859375 Penalty: 3229.088135
	Iteration 28Q: 3 clusters Score -111521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111563.664062 Penalty: 3229.088135
	Iteration 29Q: 3 clusters Score -111563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111581.484375 Penalty: 3229.088135
	Iteration 30Q: 3 clusters Score -111581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111590.625000 Penalty: 3229.088135
	Iteration 31Q: 3 clusters Score -111590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111602.109375 Penalty: 3229.088135
	Iteration 32Q: 3 clusters Score -111602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111608.898438 Penalty: 3229.088135
	Iteration 33Q: 3 clusters Score -111608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111617.015625 Penalty: 3229.088135
	Iteration 34Q: 3 clusters Score -111617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111625.195312 Penalty: 3229.088135
	Iteration 35Q: 3 clusters Score -111625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111654.195312 Penalty: 3229.088135
	Iteration 36Q: 3 clusters Score -111654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111675.875000 Penalty: 3229.088135
	Iteration 37Q: 3 clusters Score -111675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111679.335938 Penalty: 3229.088135
	Iteration 38F: 3 clusters Score -111679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111693.125000 Penalty: 3229.088135
	Iteration 39Q: 3 clusters Score -111693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111700.781250 Penalty: 3229.088135
	Iteration 40F: 3 clusters Score -111700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111703.085938 Penalty: 3229.088135
	Iteration 41Q: 3 clusters Score -111703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111703.085938 Penalty: 3229.088135
	Iteration 42F: 3 clusters Score -111703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -115800.031250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -115800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114203.796875 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -114203.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -114391.507812 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -114391.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -114450.398438 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -114450.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114518.054688 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -114518.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -114622.617188 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -114622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -114739.406250 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -114739.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -114912.148438 Penalty: 3193.917725
	Iteration 6F: 3 clusters Score -114912.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -115108.250000 Penalty: 3193.917725
	Iteration 7F: 3 clusters Score -115108.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -115200.906250 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -115200.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -115234.929688 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -115234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -115260.992188 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -115261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -115272.218750 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -115272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -115288.632812 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -115288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -115306.570312 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -115306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -115315.351562 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -115315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -115316.226562 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -115316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -115316.226562 Penalty: 3193.917725
	Iteration 16F: 3 clusters Score -115316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Entering Unmasked Estep 
Score: -814699.062500 Penalty: 2077.727051
	Iteration 0F: 2 clusters Score -814699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -810589.375000 Penalty: 4155.454102
	Iteration 0F: 3 clusters Score -810589.4 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -811711.187500 Penalty: 4155.454102
	Iteration 1F: 3 clusters Score -811711.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -812221.562500 Penalty: 4155.454102
	Iteration 2F: 3 clusters Score -812221.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -812741.250000 Penalty: 4155.454102
	Iteration 3F: 3 clusters Score -812741.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -813351.312500 Penalty: 4155.454102
	Iteration 4F: 3 clusters Score -813351.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -813842.000000 Penalty: 4155.454102
	Iteration 5F: 3 clusters Score -813842 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -814164.562500 Penalty: 4155.454102
	Iteration 6F: 3 clusters Score -814164.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -814353.750000 Penalty: 4155.454102
	Iteration 7Q: 3 clusters Score -814353.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -814461.000000 Penalty: 4155.454102
	Iteration 8Q: 3 clusters Score -814461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -814539.250000 Penalty: 4155.454102
	Iteration 9Q: 3 clusters Score -814539.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -814610.625000 Penalty: 4155.454102
	Iteration 10Q: 3 clusters Score -814610.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -814663.687500 Penalty: 4155.454102
	Iteration 11Q: 3 clusters Score -814663.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -814705.937500 Penalty: 4155.454102
	Iteration 12Q: 3 clusters Score -814705.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -814733.125000 Penalty: 4155.454102
	Iteration 13Q: 3 clusters Score -814733.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -814757.187500 Penalty: 4155.454102
	Iteration 14Q: 3 clusters Score -814757.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -814777.187500 Penalty: 4155.454102
	Iteration 15Q: 3 clusters Score -814777.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -814790.750000 Penalty: 4155.454102
	Iteration 16Q: 3 clusters Score -814790.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -814804.500000 Penalty: 4155.454102
	Iteration 17Q: 3 clusters Score -814804.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -814813.062500 Penalty: 4155.454102
	Iteration 18Q: 3 clusters Score -814813.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -814821.875000 Penalty: 4155.454102
	Iteration 19Q: 3 clusters Score -814821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -814822.625000 Penalty: 4155.454102
	Iteration 20F: 3 clusters Score -814822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -814824.562500 Penalty: 4155.454102
	Iteration 21Q: 3 clusters Score -814824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -814824.937500 Penalty: 4155.454102
	Iteration 22Q: 3 clusters Score -814824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -814824.937500 Penalty: 4155.454102
	Iteration 23F: 3 clusters Score -814824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 1303 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Mstep: Class 61 contains 3047 members 
Entering Unmasked Estep 
Score: -161330176.000000 Penalty: 206342.156250
Splitting cluster 53 changes total score from -161331920.000000 to -161330176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -936008.687500 Penalty: 2108.162842
	Iteration 0F: 2 clusters Score -936008.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -931581.750000 Penalty: 4216.325684
	Iteration 0F: 3 clusters Score -931581.8 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -932631.375000 Penalty: 4216.325684
	Iteration 1F: 3 clusters Score -932631.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -932836.125000 Penalty: 4216.325684
	Iteration 2F: 3 clusters Score -932836.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -932957.687500 Penalty: 4216.325684
	Iteration 3Q: 3 clusters Score -932957.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -933067.500000 Penalty: 4216.325684
	Iteration 4Q: 3 clusters Score -933067.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -933163.375000 Penalty: 4216.325684
	Iteration 5Q: 3 clusters Score -933163.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -933238.187500 Penalty: 4216.325684
	Iteration 6Q: 3 clusters Score -933238.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -933301.875000 Penalty: 4216.325684
	Iteration 7Q: 3 clusters Score -933301.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -933353.562500 Penalty: 4216.325684
	Iteration 8Q: 3 clusters Score -933353.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -933410.875000 Penalty: 4216.325684
	Iteration 9Q: 3 clusters Score -933410.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -933461.062500 Penalty: 4216.325684
	Iteration 10Q: 3 clusters Score -933461.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -933500.250000 Penalty: 4216.325684
	Iteration 11Q: 3 clusters Score -933500.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -933535.750000 Penalty: 4216.325684
	Iteration 12Q: 3 clusters Score -933535.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -933567.875000 Penalty: 4216.325684
	Iteration 13Q: 3 clusters Score -933567.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -933601.625000 Penalty: 4216.325684
	Iteration 14Q: 3 clusters Score -933601.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -933635.250000 Penalty: 4216.325684
	Iteration 15Q: 3 clusters Score -933635.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -933680.937500 Penalty: 4216.325684
	Iteration 16Q: 3 clusters Score -933680.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -933723.437500 Penalty: 4216.325684
	Iteration 17Q: 3 clusters Score -933723.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -933764.437500 Penalty: 4216.325684
	Iteration 18Q: 3 clusters Score -933764.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -933806.812500 Penalty: 4216.325684
	Iteration 19Q: 3 clusters Score -933806.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -933852.375000 Penalty: 4216.325684
	Iteration 20F: 3 clusters Score -933852.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -933905.187500 Penalty: 4216.325684
	Iteration 21Q: 3 clusters Score -933905.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -933969.812500 Penalty: 4216.325684
	Iteration 22Q: 3 clusters Score -933969.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -934039.312500 Penalty: 4216.325684
	Iteration 23Q: 3 clusters Score -934039.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -934099.500000 Penalty: 4216.325684
	Iteration 24Q: 3 clusters Score -934099.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -934177.375000 Penalty: 4216.325684
	Iteration 25Q: 3 clusters Score -934177.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -934257.125000 Penalty: 4216.325684
	Iteration 26Q: 3 clusters Score -934257.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -934333.312500 Penalty: 4216.325684
	Iteration 27Q: 3 clusters Score -934333.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -934431.875000 Penalty: 4216.325684
	Iteration 28Q: 3 clusters Score -934431.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -934523.062500 Penalty: 4216.325684
	Iteration 29Q: 3 clusters Score -934523.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -934600.812500 Penalty: 4216.325684
	Iteration 30Q: 3 clusters Score -934600.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -934665.812500 Penalty: 4216.325684
	Iteration 31Q: 3 clusters Score -934665.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -934717.750000 Penalty: 4216.325684
	Iteration 32Q: 3 clusters Score -934717.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -934769.375000 Penalty: 4216.325684
	Iteration 33Q: 3 clusters Score -934769.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -934811.500000 Penalty: 4216.325684
	Iteration 34Q: 3 clusters Score -934811.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -934844.062500 Penalty: 4216.325684
	Iteration 35Q: 3 clusters Score -934844.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -934880.312500 Penalty: 4216.325684
	Iteration 36Q: 3 clusters Score -934880.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -934902.187500 Penalty: 4216.325684
	Iteration 37Q: 3 clusters Score -934902.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -934916.687500 Penalty: 4216.325684
	Iteration 38Q: 3 clusters Score -934916.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -934925.062500 Penalty: 4216.325684
	Iteration 39Q: 3 clusters Score -934925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -934927.875000 Penalty: 4216.325684
	Iteration 40F: 3 clusters Score -934927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -934931.125000 Penalty: 4216.325684
	Iteration 41Q: 3 clusters Score -934931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -934934.312500 Penalty: 4216.325684
	Iteration 42Q: 3 clusters Score -934934.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -934938.500000 Penalty: 4216.325684
	Iteration 43Q: 3 clusters Score -934938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -934944.375000 Penalty: 4216.325684
	Iteration 44Q: 3 clusters Score -934944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -934945.875000 Penalty: 4216.325684
	Iteration 45Q: 3 clusters Score -934945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -934950.000000 Penalty: 4216.325684
	Iteration 46Q: 3 clusters Score -934950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -934955.000000 Penalty: 4216.325684
	Iteration 47Q: 3 clusters Score -934955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -934959.375000 Penalty: 4216.325684
	Iteration 48Q: 3 clusters Score -934959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -934967.625000 Penalty: 4216.325684
	Iteration 49Q: 3 clusters Score -934967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -934971.625000 Penalty: 4216.325684
	Iteration 50Q: 3 clusters Score -934971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -934973.062500 Penalty: 4216.325684
	Iteration 51Q: 3 clusters Score -934973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -934973.437500 Penalty: 4216.325684
	Iteration 52Q: 3 clusters Score -934973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -934976.375000 Penalty: 4216.325684
	Iteration 53Q: 3 clusters Score -934976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -934976.687500 Penalty: 4216.325684
	Iteration 54Q: 3 clusters Score -934976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -934976.687500 Penalty: 4216.325684
	Iteration 55F: 3 clusters Score -934976.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -63690.347656 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -63690.35 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 196 members 
Entering Unmasked Estep 
Score: -62374.175781 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -62374.18 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62610.343750 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -62610.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -62734.148438 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -62734.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -62857.246094 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -62857.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -63009.500000 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -63009.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -63203.007812 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -63203.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -63300.289062 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -63300.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63347.441406 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -63347.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -63375.265625 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -63375.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -63388.957031 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -63388.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -63408.273438 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -63408.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63424.679688 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -63424.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -63442.441406 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -63442.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -63452.437500 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -63452.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -63452.437500 Penalty: 2966.781494
	Iteration 14F: 3 clusters Score -63452.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (22209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Entering Unmasked Estep 
Score: -4654117.000000 Penalty: 2482.046875
	Iteration 0F: 2 clusters Score -4654117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4641083.000000 Penalty: 4964.093750
	Iteration 0F: 3 clusters Score -4641083 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4646316.500000 Penalty: 4964.093750
	Iteration 1F: 3 clusters Score -4646316 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4646747.500000 Penalty: 4964.093750
	Iteration 2F: 3 clusters Score -4646748 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4647143.500000 Penalty: 4964.093750
	Iteration 3F: 3 clusters Score -4647144 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4647471.000000 Penalty: 4964.093750
	Iteration 4Q: 3 clusters Score -4647471 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -4647860.500000 Penalty: 4964.093750
	Iteration 5Q: 3 clusters Score -4647860 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4648261.000000 Penalty: 4964.093750
	Iteration 6Q: 3 clusters Score -4648261 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4648613.500000 Penalty: 4964.093750
	Iteration 7Q: 3 clusters Score -4648614 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4649022.500000 Penalty: 4964.093750
	Iteration 8Q: 3 clusters Score -4649022 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4649497.500000 Penalty: 4964.093750
	Iteration 9Q: 3 clusters Score -4649498 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4649948.000000 Penalty: 4964.093750
	Iteration 10Q: 3 clusters Score -4649948 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4650398.000000 Penalty: 4964.093750
	Iteration 11Q: 3 clusters Score -4650398 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4650731.000000 Penalty: 4964.093750
	Iteration 12Q: 3 clusters Score -4650731 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4650989.500000 Penalty: 4964.093750
	Iteration 13Q: 3 clusters Score -4650990 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4651155.500000 Penalty: 4964.093750
	Iteration 14Q: 3 clusters Score -4651156 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4651263.000000 Penalty: 4964.093750
	Iteration 15Q: 3 clusters Score -4651263 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4651340.500000 Penalty: 4964.093750
	Iteration 16Q: 3 clusters Score -4651340 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4651403.000000 Penalty: 4964.093750
	Iteration 17Q: 3 clusters Score -4651403 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4651458.000000 Penalty: 4964.093750
	Iteration 18Q: 3 clusters Score -4651458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4651463.000000 Penalty: 4964.093750
	Iteration 19Q: 3 clusters Score -4651463 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4651477.500000 Penalty: 4964.093750
	Iteration 20F: 3 clusters Score -4651478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4651531.500000 Penalty: 4964.093750
	Iteration 21Q: 3 clusters Score -4651532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4651552.000000 Penalty: 4964.093750
	Iteration 22Q: 3 clusters Score -4651552 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4651554.500000 Penalty: 4964.093750
	Iteration 23Q: 3 clusters Score -4651554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4651583.000000 Penalty: 4964.093750
	Iteration 24Q: 3 clusters Score -4651583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -4651598.500000 Penalty: 4964.093750
	Iteration 25Q: 3 clusters Score -4651598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4651633.500000 Penalty: 4964.093750
	Iteration 26Q: 3 clusters Score -4651634 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4651671.000000 Penalty: 4964.093750
	Iteration 27Q: 3 clusters Score -4651671 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4651700.500000 Penalty: 4964.093750
	Iteration 28Q: 3 clusters Score -4651700 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4651717.000000 Penalty: 4964.093750
	Iteration 29Q: 3 clusters Score -4651717 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4651736.000000 Penalty: 4964.093750
	Iteration 30Q: 3 clusters Score -4651736 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4651777.500000 Penalty: 4964.093750
	Iteration 31Q: 3 clusters Score -4651778 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4651856.500000 Penalty: 4964.093750
	Iteration 32Q: 3 clusters Score -4651856 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4651913.000000 Penalty: 4964.093750
	Iteration 33Q: 3 clusters Score -4651913 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4651956.500000 Penalty: 4964.093750
	Iteration 34Q: 3 clusters Score -4651956 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4652015.500000 Penalty: 4964.093750
	Iteration 35Q: 3 clusters Score -4652016 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -4652126.000000 Penalty: 4964.093750
	Iteration 36Q: 3 clusters Score -4652126 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4652204.500000 Penalty: 4964.093750
	Iteration 37Q: 3 clusters Score -4652204 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4652301.500000 Penalty: 4964.093750
	Iteration 38Q: 3 clusters Score -4652302 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4652406.500000 Penalty: 4964.093750
	Iteration 39Q: 3 clusters Score -4652406 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4652578.500000 Penalty: 4964.093750
	Iteration 40F: 3 clusters Score -4652578 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4652727.000000 Penalty: 4964.093750
	Iteration 41Q: 3 clusters Score -4652727 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -4652905.500000 Penalty: 4964.093750
	Iteration 42Q: 3 clusters Score -4652906 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4653045.000000 Penalty: 4964.093750
	Iteration 43Q: 3 clusters Score -4653045 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4653180.500000 Penalty: 4964.093750
	Iteration 44Q: 3 clusters Score -4653180 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4653286.000000 Penalty: 4964.093750
	Iteration 45Q: 3 clusters Score -4653286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4653368.000000 Penalty: 4964.093750
	Iteration 46Q: 3 clusters Score -4653368 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4653403.000000 Penalty: 4964.093750
	Iteration 47Q: 3 clusters Score -4653403 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4653443.000000 Penalty: 4964.093750
	Iteration 48Q: 3 clusters Score -4653443 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4653483.500000 Penalty: 4964.093750
	Iteration 49Q: 3 clusters Score -4653484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4653512.000000 Penalty: 4964.093750
	Iteration 50Q: 3 clusters Score -4653512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4653558.000000 Penalty: 4964.093750
	Iteration 51Q: 3 clusters Score -4653558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -4653581.500000 Penalty: 4964.093750
	Iteration 52Q: 3 clusters Score -4653582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4653588.500000 Penalty: 4964.093750
	Iteration 53Q: 3 clusters Score -4653588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4653600.500000 Penalty: 4964.093750
	Iteration 54Q: 3 clusters Score -4653600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4653609.500000 Penalty: 4964.093750
	Iteration 55Q: 3 clusters Score -4653610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4653606.000000 Penalty: 4964.093750
	Iteration 56Q: 3 clusters Score -4653606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -4653616.000000 Penalty: 4964.093750
	Iteration 57Q: 3 clusters Score -4653616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4653624.000000 Penalty: 4964.093750
	Iteration 58Q: 3 clusters Score -4653624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4653637.000000 Penalty: 4964.093750
	Iteration 59Q: 3 clusters Score -4653637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4653644.500000 Penalty: 4964.093750
	Iteration 60F: 3 clusters Score -4653644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4653643.500000 Penalty: 4964.093750
	Iteration 61Q: 3 clusters Score -4653644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4653651.500000 Penalty: 4964.093750
	Iteration 62Q: 3 clusters Score -4653652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4653643.500000 Penalty: 4964.093750
	Iteration 63Q: 3 clusters Score -4653644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4653652.500000 Penalty: 4964.093750
	Iteration 64Q: 3 clusters Score -4653652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -4653665.000000 Penalty: 4964.093750
	Iteration 65Q: 3 clusters Score -4653665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4653658.000000 Penalty: 4964.093750
	Iteration 66Q: 3 clusters Score -4653658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4653648.500000 Penalty: 4964.093750
	Iteration 67Q: 3 clusters Score -4653648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -4653655.500000 Penalty: 4964.093750
	Iteration 68Q: 3 clusters Score -4653656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -4653648.500000 Penalty: 4964.093750
	Iteration 69Q: 3 clusters Score -4653648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4653636.000000 Penalty: 4964.093750
	Iteration 70Q: 3 clusters Score -4653636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4653632.500000 Penalty: 4964.093750
	Iteration 71Q: 3 clusters Score -4653632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -4653651.500000 Penalty: 4964.093750
	Iteration 72Q: 3 clusters Score -4653652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4653653.000000 Penalty: 4964.093750
	Iteration 73Q: 3 clusters Score -4653653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4653647.500000 Penalty: 4964.093750
	Iteration 74Q: 3 clusters Score -4653648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4653654.500000 Penalty: 4964.093750
	Iteration 75Q: 3 clusters Score -4653654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -4653657.000000 Penalty: 4964.093750
	Iteration 76Q: 3 clusters Score -4653657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4653666.000000 Penalty: 4964.093750
	Iteration 77Q: 3 clusters Score -4653666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4653661.500000 Penalty: 4964.093750
	Iteration 78Q: 3 clusters Score -4653662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -4653673.000000 Penalty: 4964.093750
	Iteration 79Q: 3 clusters Score -4653673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4653678.000000 Penalty: 4964.093750
	Iteration 80F: 3 clusters Score -4653678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4653670.000000 Penalty: 4964.093750
	Iteration 81Q: 3 clusters Score -4653670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -4653681.000000 Penalty: 4964.093750
	Iteration 82Q: 3 clusters Score -4653681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -4653685.500000 Penalty: 4964.093750
	Iteration 83Q: 3 clusters Score -4653686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -4653683.000000 Penalty: 4964.093750
	Iteration 84Q: 3 clusters Score -4653683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -4653692.500000 Penalty: 4964.093750
	Iteration 85Q: 3 clusters Score -4653692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4653700.500000 Penalty: 4964.093750
	Iteration 86Q: 3 clusters Score -4653700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4653696.000000 Penalty: 4964.093750
	Iteration 87Q: 3 clusters Score -4653696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4653693 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4653692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4653684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4653692 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4653692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4653688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4653692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4653702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4653698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4653692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4653705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4653698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4653701.500000 Penalty: 4964.093750
	Iteration 100F: 3 clusters Score -4653702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4653705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -4653703.000000 Penalty: 4964.093750
	Iteration 102Q: 3 clusters Score -4653703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4653708.500000 Penalty: 4964.093750
	Iteration 103Q: 3 clusters Score -4653708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4653707.500000 Penalty: 4964.093750
	Iteration 104Q: 3 clusters Score -4653708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4653710.500000 Penalty: 4964.093750
	Iteration 105Q: 3 clusters Score -4653710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4653703.000000 Penalty: 4964.093750
	Iteration 106Q: 3 clusters Score -4653703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4653706.500000 Penalty: 4964.093750
	Iteration 107Q: 3 clusters Score -4653706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -4653711.500000 Penalty: 4964.093750
	Iteration 108Q: 3 clusters Score -4653712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -4653705.500000 Penalty: 4964.093750
	Iteration 109Q: 3 clusters Score -4653706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4653708.500000 Penalty: 4964.093750
	Iteration 110Q: 3 clusters Score -4653708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -4653701.500000 Penalty: 4964.093750
	Iteration 111Q: 3 clusters Score -4653702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4653712.000000 Penalty: 4964.093750
	Iteration 112Q: 3 clusters Score -4653712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4653711.000000 Penalty: 4964.093750
	Iteration 113Q: 3 clusters Score -4653711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4653700.500000 Penalty: 4964.093750
	Iteration 114Q: 3 clusters Score -4653700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4653698.000000 Penalty: 4964.093750
	Iteration 115Q: 3 clusters Score -4653698 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4653719.000000 Penalty: 4964.093750
	Iteration 116Q: 3 clusters Score -4653719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -4653703.000000 Penalty: 4964.093750
	Iteration 117Q: 3 clusters Score -4653703 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -4653723.000000 Penalty: 4964.093750
	Iteration 118Q: 3 clusters Score -4653723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4653730.500000 Penalty: 4964.093750
	Iteration 119Q: 3 clusters Score -4653730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4653740.500000 Penalty: 4964.093750
	Iteration 120F: 3 clusters Score -4653740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -4653743.000000 Penalty: 4964.093750
	Iteration 121Q: 3 clusters Score -4653743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4653740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -4653751.500000 Penalty: 4964.093750
	Iteration 123Q: 3 clusters Score -4653752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4653747.500000 Penalty: 4964.093750
	Iteration 124Q: 3 clusters Score -4653748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4653753.500000 Penalty: 4964.093750
	Iteration 125Q: 3 clusters Score -4653754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4653746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4653759.500000 Penalty: 4964.093750
	Iteration 127Q: 3 clusters Score -4653760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4653766.000000 Penalty: 4964.093750
	Iteration 128Q: 3 clusters Score -4653766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -4653776.000000 Penalty: 4964.093750
	Iteration 129Q: 3 clusters Score -4653776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -4653773.500000 Penalty: 4964.093750
	Iteration 130Q: 3 clusters Score -4653774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4653784.000000 Penalty: 4964.093750
	Iteration 131Q: 3 clusters Score -4653784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4653787.000000 Penalty: 4964.093750
	Iteration 132Q: 3 clusters Score -4653787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4653780.000000 Penalty: 4964.093750
	Iteration 133Q: 3 clusters Score -4653780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4653780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -4653789.500000 Penalty: 4964.093750
	Iteration 135Q: 3 clusters Score -4653790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -4653791.500000 Penalty: 4964.093750
	Iteration 136Q: 3 clusters Score -4653792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4653790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4653786.000000 Penalty: 4964.093750
	Iteration 138Q: 3 clusters Score -4653786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4653792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4653792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4653797.000000 Penalty: 4964.093750
	Iteration 141Q: 3 clusters Score -4653797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4653794.000000 Penalty: 4964.093750
	Iteration 142Q: 3 clusters Score -4653794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -4653795.000000 Penalty: 4964.093750
	Iteration 143Q: 3 clusters Score -4653795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -4653796.500000 Penalty: 4964.093750
	Iteration 144Q: 3 clusters Score -4653796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4653802.500000 Penalty: 4964.093750
	Iteration 145Q: 3 clusters Score -4653802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4653801.500000 Penalty: 4964.093750
	Iteration 146Q: 3 clusters Score -4653802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4653801.500000 Penalty: 4964.093750
	Iteration 147Q: 3 clusters Score -4653802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4653804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
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	Iteration 149F: 3 clusters Score -4653804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (24129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24129 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -5075117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5062242 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5067945 nChanged 1187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5068314 nChanged 1018
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5068644 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5068891 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -5069024.000000 Penalty: 5005.220215
	Iteration 5Q: 3 clusters Score -5069024 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -5069226.500000 Penalty: 5005.220215
	Iteration 6Q: 3 clusters Score -5069226 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5069405.000000 Penalty: 5005.220215
	Iteration 7Q: 3 clusters Score -5069405 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -5069553.500000 Penalty: 5005.220215
	Iteration 8Q: 3 clusters Score -5069554 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -5069766.500000 Penalty: 5005.220215
	Iteration 9Q: 3 clusters Score -5069766 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -5070022.000000 Penalty: 5005.220215
	Iteration 10Q: 3 clusters Score -5070022 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -5070326.500000 Penalty: 5005.220215
	Iteration 11Q: 3 clusters Score -5070326 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -5070544.000000 Penalty: 5005.220215
	Iteration 12Q: 3 clusters Score -5070544 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5070663.500000 Penalty: 5005.220215
	Iteration 13Q: 3 clusters Score -5070664 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -5070813.500000 Penalty: 5005.220215
	Iteration 14Q: 3 clusters Score -5070814 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5070947.000000 Penalty: 5005.220215
	Iteration 15Q: 3 clusters Score -5070947 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -5071168.500000 Penalty: 5005.220215
	Iteration 16Q: 3 clusters Score -5071168 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -5071282.500000 Penalty: 5005.220215
	Iteration 17Q: 3 clusters Score -5071282 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -5071446.000000 Penalty: 5005.220215
	Iteration 18Q: 3 clusters Score -5071446 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -5071668.500000 Penalty: 5005.220215
	Iteration 19Q: 3 clusters Score -5071668 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -5071726.500000 Penalty: 5005.220215
	Iteration 20F: 3 clusters Score -5071726 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -5071910.000000 Penalty: 5005.220215
	Iteration 21Q: 3 clusters Score -5071910 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5072150.000000 Penalty: 5005.220215
	Iteration 22Q: 3 clusters Score -5072150 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -5072433.500000 Penalty: 5005.220215
	Iteration 23Q: 3 clusters Score -5072434 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -5072537.500000 Penalty: 5005.220215
	Iteration 24Q: 3 clusters Score -5072538 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -5072873.500000 Penalty: 5005.220215
	Iteration 25Q: 3 clusters Score -5072874 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -5073163.000000 Penalty: 5005.220215
	Iteration 26Q: 3 clusters Score -5073163 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -5073461.500000 Penalty: 5005.220215
	Iteration 27Q: 3 clusters Score -5073462 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -5073805.000000 Penalty: 5005.220215
	Iteration 28Q: 3 clusters Score -5073805 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -5074198.000000 Penalty: 5005.220215
	Iteration 29Q: 3 clusters Score -5074198 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -5074525.000000 Penalty: 5005.220215
	Iteration 30Q: 3 clusters Score -5074525 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -5074766.500000 Penalty: 5005.220215
	Iteration 31Q: 3 clusters Score -5074766 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -5074950.000000 Penalty: 5005.220215
	Iteration 32Q: 3 clusters Score -5074950 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -5075082.000000 Penalty: 5005.220215
	Iteration 33Q: 3 clusters Score -5075082 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5075148.000000 Penalty: 5005.220215
	Iteration 34Q: 3 clusters Score -5075148 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5075206.500000 Penalty: 5005.220215
	Iteration 35Q: 3 clusters Score -5075206 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -5075232.500000 Penalty: 5005.220215
	Iteration 36Q: 3 clusters Score -5075232 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5075247.500000 Penalty: 5005.220215
	Iteration 37Q: 3 clusters Score -5075248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -5075273.000000 Penalty: 5005.220215
	Iteration 38Q: 3 clusters Score -5075273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -5075259.500000 Penalty: 5005.220215
	Iteration 39Q: 3 clusters Score -5075260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5075510.000000 Penalty: 5005.220215
	Iteration 40F: 3 clusters Score -5075510 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -5075618.000000 Penalty: 5005.220215
	Iteration 41Q: 3 clusters Score -5075618 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5075656.500000 Penalty: 5005.220215
	Iteration 42Q: 3 clusters Score -5075656 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -5075667.000000 Penalty: 5005.220215
	Iteration 43Q: 3 clusters Score -5075667 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5075687.500000 Penalty: 5005.220215
	Iteration 44Q: 3 clusters Score -5075688 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -5075630.000000 Penalty: 5005.220215
	Iteration 45Q: 3 clusters Score -5075630 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -5075547.000000 Penalty: 5005.220215
	Iteration 46Q: 3 clusters Score -5075547 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5075506.000000 Penalty: 5005.220215
	Iteration 47Q: 3 clusters Score -5075506 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5075461.000000 Penalty: 5005.220215
	Iteration 48Q: 3 clusters Score -5075461 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -5075350.000000 Penalty: 5005.220215
	Iteration 49Q: 3 clusters Score -5075350 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -5075133.000000 Penalty: 5005.220215
	Iteration 50Q: 3 clusters Score -5075133 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -5075106.000000 Penalty: 5005.220215
	Iteration 51Q: 3 clusters Score -5075106 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -5074985.000000 Penalty: 5005.220215
	Iteration 52Q: 3 clusters Score -5074985 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5074766.500000 Penalty: 5005.220215
	Iteration 53Q: 3 clusters Score -5074766 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -5074661.500000 Penalty: 5005.220215
	Iteration 54Q: 3 clusters Score -5074662 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5074317.500000 Penalty: 5005.220215
	Iteration 55Q: 3 clusters Score -5074318 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5073968.500000 Penalty: 5005.220215
	Iteration 56Q: 3 clusters Score -5073968 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5073753.000000 Penalty: 5005.220215
	Iteration 57Q: 3 clusters Score -5073753 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5073625.500000 Penalty: 5005.220215
	Iteration 58Q: 3 clusters Score -5073626 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -5073476.500000 Penalty: 5005.220215
	Iteration 59Q: 3 clusters Score -5073476 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5073684.000000 Penalty: 5005.220215
	Iteration 60F: 3 clusters Score -5073684 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -5073637.000000 Penalty: 5005.220215
	Iteration 61Q: 3 clusters Score -5073637 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5073686.000000 Penalty: 5005.220215
	Iteration 62Q: 3 clusters Score -5073686 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5073703.500000 Penalty: 5005.220215
	Iteration 63Q: 3 clusters Score -5073704 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -5073612.500000 Penalty: 5005.220215
	Iteration 64Q: 3 clusters Score -5073612 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -5073643.000000 Penalty: 5005.220215
	Iteration 65Q: 3 clusters Score -5073643 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -5073631.500000 Penalty: 5005.220215
	Iteration 66Q: 3 clusters Score -5073632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5073585.000000 Penalty: 5005.220215
	Iteration 67Q: 3 clusters Score -5073585 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5073546.500000 Penalty: 5005.220215
	Iteration 68Q: 3 clusters Score -5073546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -5073525.500000 Penalty: 5005.220215
	Iteration 69Q: 3 clusters Score -5073526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5073502.500000 Penalty: 5005.220215
	Iteration 70Q: 3 clusters Score -5073502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5073502.000000 Penalty: 5005.220215
	Iteration 71Q: 3 clusters Score -5073502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -5073506.500000 Penalty: 5005.220215
	Iteration 72Q: 3 clusters Score -5073506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5073511.000000 Penalty: 5005.220215
	Iteration 73Q: 3 clusters Score -5073511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5073499.000000 Penalty: 5005.220215
	Iteration 74Q: 3 clusters Score -5073499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5073498.000000 Penalty: 5005.220215
	Iteration 75Q: 3 clusters Score -5073498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5073510.000000 Penalty: 5005.220215
	Iteration 76Q: 3 clusters Score -5073510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5073511.000000 Penalty: 5005.220215
	Iteration 77Q: 3 clusters Score -5073511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -5073504.500000 Penalty: 5005.220215
	Iteration 78Q: 3 clusters Score -5073504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -5073523.500000 Penalty: 5005.220215
	Iteration 79Q: 3 clusters Score -5073524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5073515.000000 Penalty: 5005.220215
	Iteration 80F: 3 clusters Score -5073515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5073519.500000 Penalty: 5005.220215
	Iteration 81Q: 3 clusters Score -5073520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5073531.000000 Penalty: 5005.220215
	Iteration 82Q: 3 clusters Score -5073531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -5073530.000000 Penalty: 5005.220215
	Iteration 83Q: 3 clusters Score -5073530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5073537.500000 Penalty: 5005.220215
	Iteration 84Q: 3 clusters Score -5073538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5073543.500000 Penalty: 5005.220215
	Iteration 85Q: 3 clusters Score -5073544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5073537.500000 Penalty: 5005.220215
	Iteration 86Q: 3 clusters Score -5073538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5073537.500000 Penalty: 5005.220215
	Iteration 87Q: 3 clusters Score -5073538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5073535.000000 Penalty: 5005.220215
	Iteration 88Q: 3 clusters Score -5073535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5073531.000000 Penalty: 5005.220215
	Iteration 89Q: 3 clusters Score -5073531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -5073529.000000 Penalty: 5005.220215
	Iteration 90Q: 3 clusters Score -5073529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5073527.500000 Penalty: 5005.220215
	Iteration 91Q: 3 clusters Score -5073528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5073532.000000 Penalty: 5005.220215
	Iteration 92Q: 3 clusters Score -5073532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5073524.000000 Penalty: 5005.220215
	Iteration 93Q: 3 clusters Score -5073524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5073524.000000 Penalty: 5005.220215
	Iteration 94F: 3 clusters Score -5073524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -535620.000000 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -535620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -532572.500000 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -532572.5 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -533163.875000 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -533163.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -533317.312500 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -533317.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -533418.125000 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -533418.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -533496.500000 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -533496.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -533583.125000 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -533583.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -533667.625000 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -533667.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -533738.625000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -533738.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -533800.937500 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -533800.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -533857.562500 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -533857.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -533922.687500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -533922.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -534013.500000 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -534013.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -534123.750000 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -534123.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -534212.625000 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -534212.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -534298.750000 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -534298.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -534378.625000 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -534378.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -534428.437500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -534428.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -534458.562500 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -534458.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -534485.812500 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -534485.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -534508.500000 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -534508.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -534528.312500 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -534528.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -534548.125000 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -534548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -534557.125000 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -534557.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -534562.687500 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -534562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -534565.312500 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -534565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -534566.375000 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -534566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -534567.250000 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -534567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -534568.562500 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -534568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -534570.375000 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -534570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -534569.937500 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -534569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -534570.875000 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -534570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -534570.812500 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -534570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -534570.812500 Penalty: 3940.468262
	Iteration 32F: 3 clusters Score -534570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (37270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Entering Unmasked Estep 
Score: -7247440.500000 Penalty: 2610.434082
	Iteration 0F: 2 clusters Score -7247440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -7224901.500000 Penalty: 5220.868164
	Iteration 0F: 3 clusters Score -7224902 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -7234124.500000 Penalty: 5220.868164
	Iteration 1F: 3 clusters Score -7234124 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -7234565.000000 Penalty: 5220.868164
	Iteration 2Q: 3 clusters Score -7234565 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -7234991.000000 Penalty: 5220.868164
	Iteration 3Q: 3 clusters Score -7234991 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -7235424.000000 Penalty: 5220.868164
	Iteration 4Q: 3 clusters Score -7235424 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -7235846.500000 Penalty: 5220.868164
	Iteration 5Q: 3 clusters Score -7235846 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -7236240.000000 Penalty: 5220.868164
	Iteration 6Q: 3 clusters Score -7236240 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -7236627.500000 Penalty: 5220.868164
	Iteration 7Q: 3 clusters Score -7236628 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -7237059.500000 Penalty: 5220.868164
	Iteration 8Q: 3 clusters Score -7237060 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7237389.000000 Penalty: 5220.868164
	Iteration 9Q: 3 clusters Score -7237389 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -7237758.000000 Penalty: 5220.868164
	Iteration 10Q: 3 clusters Score -7237758 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -7238173.500000 Penalty: 5220.868164
	Iteration 11Q: 3 clusters Score -7238174 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -7238551.000000 Penalty: 5220.868164
	Iteration 12Q: 3 clusters Score -7238551 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -7238920.500000 Penalty: 5220.868164
	Iteration 13Q: 3 clusters Score -7238920 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -7239364.000000 Penalty: 5220.868164
	Iteration 14Q: 3 clusters Score -7239364 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -7239799.000000 Penalty: 5220.868164
	Iteration 15Q: 3 clusters Score -7239799 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7240314.000000 Penalty: 5220.868164
	Iteration 16Q: 3 clusters Score -7240314 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -7240881.500000 Penalty: 5220.868164
	Iteration 17Q: 3 clusters Score -7240882 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -7241345.000000 Penalty: 5220.868164
	Iteration 18Q: 3 clusters Score -7241345 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -7241762.500000 Penalty: 5220.868164
	Iteration 19Q: 3 clusters Score -7241762 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -7242023.000000 Penalty: 5220.868164
	Iteration 20F: 3 clusters Score -7242023 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -7242239.500000 Penalty: 5220.868164
	Iteration 21Q: 3 clusters Score -7242240 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -7242362.500000 Penalty: 5220.868164
	Iteration 22Q: 3 clusters Score -7242362 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -7242541.000000 Penalty: 5220.868164
	Iteration 23Q: 3 clusters Score -7242541 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -7242673.000000 Penalty: 5220.868164
	Iteration 24Q: 3 clusters Score -7242673 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -7242826.000000 Penalty: 5220.868164
	Iteration 25Q: 3 clusters Score -7242826 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -7242918.500000 Penalty: 5220.868164
	Iteration 26Q: 3 clusters Score -7242918 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -7243078.500000 Penalty: 5220.868164
	Iteration 27Q: 3 clusters Score -7243078 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -7243171.000000 Penalty: 5220.868164
	Iteration 28Q: 3 clusters Score -7243171 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -7243249.000000 Penalty: 5220.868164
	Iteration 29Q: 3 clusters Score -7243249 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -7243376.000000 Penalty: 5220.868164
	Iteration 30Q: 3 clusters Score -7243376 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7243436.000000 Penalty: 5220.868164
	Iteration 31Q: 3 clusters Score -7243436 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -7243513.500000 Penalty: 5220.868164
	Iteration 32Q: 3 clusters Score -7243514 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -7243545.500000 Penalty: 5220.868164
	Iteration 33Q: 3 clusters Score -7243546 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -7243582.000000 Penalty: 5220.868164
	Iteration 34Q: 3 clusters Score -7243582 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -7243604.500000 Penalty: 5220.868164
	Iteration 35Q: 3 clusters Score -7243604 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -7243656.000000 Penalty: 5220.868164
	Iteration 36Q: 3 clusters Score -7243656 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -7243660.000000 Penalty: 5220.868164
	Iteration 37Q: 3 clusters Score -7243660 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -7243692.500000 Penalty: 5220.868164
	Iteration 38Q: 3 clusters Score -7243692 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -7243704.000000 Penalty: 5220.868164
	Iteration 39Q: 3 clusters Score -7243704 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -7243735.000000 Penalty: 5220.868164
	Iteration 40F: 3 clusters Score -7243735 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -7243748.500000 Penalty: 5220.868164
	Iteration 41Q: 3 clusters Score -7243748 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -7243770.000000 Penalty: 5220.868164
	Iteration 42Q: 3 clusters Score -7243770 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -7243798.500000 Penalty: 5220.868164
	Iteration 43Q: 3 clusters Score -7243798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -7243834.500000 Penalty: 5220.868164
	Iteration 44Q: 3 clusters Score -7243834 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -7243854.000000 Penalty: 5220.868164
	Iteration 45Q: 3 clusters Score -7243854 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -7243892.000000 Penalty: 5220.868164
	Iteration 46Q: 3 clusters Score -7243892 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -7243930.000000 Penalty: 5220.868164
	Iteration 47Q: 3 clusters Score -7243930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -7243947.000000 Penalty: 5220.868164
	Iteration 48Q: 3 clusters Score -7243947 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -7243966.500000 Penalty: 5220.868164
	Iteration 49Q: 3 clusters Score -7243966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -7244005.500000 Penalty: 5220.868164
	Iteration 50Q: 3 clusters Score -7244006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -7244027.000000 Penalty: 5220.868164
	Iteration 51Q: 3 clusters Score -7244027 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -7244045.500000 Penalty: 5220.868164
	Iteration 52Q: 3 clusters Score -7244046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7244065.000000 Penalty: 5220.868164
	Iteration 53Q: 3 clusters Score -7244065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -7244085.000000 Penalty: 5220.868164
	Iteration 54Q: 3 clusters Score -7244085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -7244098.500000 Penalty: 5220.868164
	Iteration 55Q: 3 clusters Score -7244098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -7244131.000000 Penalty: 5220.868164
	Iteration 56Q: 3 clusters Score -7244131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7244169.000000 Penalty: 5220.868164
	Iteration 57Q: 3 clusters Score -7244169 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -7244184.500000 Penalty: 5220.868164
	Iteration 58Q: 3 clusters Score -7244184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -7244211.000000 Penalty: 5220.868164
	Iteration 59Q: 3 clusters Score -7244211 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -7244231.500000 Penalty: 5220.868164
	Iteration 60F: 3 clusters Score -7244232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -7244269.000000 Penalty: 5220.868164
	Iteration 61Q: 3 clusters Score -7244269 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -7244316.000000 Penalty: 5220.868164
	Iteration 62Q: 3 clusters Score -7244316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -7244348.000000 Penalty: 5220.868164
	Iteration 63Q: 3 clusters Score -7244348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -7244371.500000 Penalty: 5220.868164
	Iteration 64Q: 3 clusters Score -7244372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -7244385.500000 Penalty: 5220.868164
	Iteration 65Q: 3 clusters Score -7244386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -7244412.000000 Penalty: 5220.868164
	Iteration 66Q: 3 clusters Score -7244412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -7244413.000000 Penalty: 5220.868164
	Iteration 67Q: 3 clusters Score -7244413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -7244426.500000 Penalty: 5220.868164
	Iteration 68Q: 3 clusters Score -7244426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -7244443.500000 Penalty: 5220.868164
	Iteration 69Q: 3 clusters Score -7244444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -7244476.500000 Penalty: 5220.868164
	Iteration 70Q: 3 clusters Score -7244476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -7244489.000000 Penalty: 5220.868164
	Iteration 71Q: 3 clusters Score -7244489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -7244504.500000 Penalty: 5220.868164
	Iteration 72Q: 3 clusters Score -7244504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -7244506.500000 Penalty: 5220.868164
	Iteration 73Q: 3 clusters Score -7244506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -7244523.500000 Penalty: 5220.868164
	Iteration 74Q: 3 clusters Score -7244524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -7244545.500000 Penalty: 5220.868164
	Iteration 75Q: 3 clusters Score -7244546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -7244550.500000 Penalty: 5220.868164
	Iteration 76Q: 3 clusters Score -7244550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -7244564.000000 Penalty: 5220.868164
	Iteration 77Q: 3 clusters Score -7244564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -7244575.500000 Penalty: 5220.868164
	Iteration 78Q: 3 clusters Score -7244576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7244586.500000 Penalty: 5220.868164
	Iteration 79Q: 3 clusters Score -7244586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -7244607.000000 Penalty: 5220.868164
	Iteration 80F: 3 clusters Score -7244607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7244624.500000 Penalty: 5220.868164
	Iteration 81Q: 3 clusters Score -7244624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -7244647.500000 Penalty: 5220.868164
	Iteration 82Q: 3 clusters Score -7244648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -7244673.500000 Penalty: 5220.868164
	Iteration 83Q: 3 clusters Score -7244674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7244675.500000 Penalty: 5220.868164
	Iteration 84Q: 3 clusters Score -7244676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -7244675.000000 Penalty: 5220.868164
	Iteration 85Q: 3 clusters Score -7244675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7244692.000000 Penalty: 5220.868164
	Iteration 86Q: 3 clusters Score -7244692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -7244699.000000 Penalty: 5220.868164
	Iteration 87Q: 3 clusters Score -7244699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -7244700.500000 Penalty: 5220.868164
	Iteration 88Q: 3 clusters Score -7244700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -7244710.000000 Penalty: 5220.868164
	Iteration 89Q: 3 clusters Score -7244710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -7244723.000000 Penalty: 5220.868164
	Iteration 90Q: 3 clusters Score -7244723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -7244736.000000 Penalty: 5220.868164
	Iteration 91Q: 3 clusters Score -7244736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7244735.500000 Penalty: 5220.868164
	Iteration 92Q: 3 clusters Score -7244736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -7244741.500000 Penalty: 5220.868164
	Iteration 93Q: 3 clusters Score -7244742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -7244737.500000 Penalty: 5220.868164
	Iteration 94Q: 3 clusters Score -7244738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -7244753.000000 Penalty: 5220.868164
	Iteration 95Q: 3 clusters Score -7244753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -7244773.500000 Penalty: 5220.868164
	Iteration 96Q: 3 clusters Score -7244774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -7244785.500000 Penalty: 5220.868164
	Iteration 97Q: 3 clusters Score -7244786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7244795.000000 Penalty: 5220.868164
	Iteration 98Q: 3 clusters Score -7244795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -7244823.000000 Penalty: 5220.868164
	Iteration 99Q: 3 clusters Score -7244823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -7244834.500000 Penalty: 5220.868164
	Iteration 100F: 3 clusters Score -7244834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -7244845.000000 Penalty: 5220.868164
	Iteration 101Q: 3 clusters Score -7244845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -7244863.500000 Penalty: 5220.868164
	Iteration 102Q: 3 clusters Score -7244864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -7244872.500000 Penalty: 5220.868164
	Iteration 103Q: 3 clusters Score -7244872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -7244903.000000 Penalty: 5220.868164
	Iteration 104Q: 3 clusters Score -7244903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -7244904.000000 Penalty: 5220.868164
	Iteration 105Q: 3 clusters Score -7244904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -7244904.000000 Penalty: 5220.868164
	Iteration 106Q: 3 clusters Score -7244904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -7244919.500000 Penalty: 5220.868164
	Iteration 107Q: 3 clusters Score -7244920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -7244920.000000 Penalty: 5220.868164
	Iteration 108Q: 3 clusters Score -7244920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -7244925.500000 Penalty: 5220.868164
	Iteration 109Q: 3 clusters Score -7244926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -7244938.500000 Penalty: 5220.868164
	Iteration 110Q: 3 clusters Score -7244938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7244943.500000 Penalty: 5220.868164
	Iteration 111Q: 3 clusters Score -7244944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -7244946.000000 Penalty: 5220.868164
	Iteration 112Q: 3 clusters Score -7244946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -7244954.500000 Penalty: 5220.868164
	Iteration 113Q: 3 clusters Score -7244954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -7244964.000000 Penalty: 5220.868164
	Iteration 114Q: 3 clusters Score -7244964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -7244977.000000 Penalty: 5220.868164
	Iteration 115Q: 3 clusters Score -7244977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -7244988.000000 Penalty: 5220.868164
	Iteration 116Q: 3 clusters Score -7244988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -7244985.500000 Penalty: 5220.868164
	Iteration 117Q: 3 clusters Score -7244986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -7245006.500000 Penalty: 5220.868164
	Iteration 118Q: 3 clusters Score -7245006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -7245010.000000 Penalty: 5220.868164
	Iteration 119Q: 3 clusters Score -7245010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -7245019.000000 Penalty: 5220.868164
	Iteration 120F: 3 clusters Score -7245019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -7245013.500000 Penalty: 5220.868164
	Iteration 121Q: 3 clusters Score -7245014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -7245013.000000 Penalty: 5220.868164
	Iteration 122Q: 3 clusters Score -7245013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -7245023.000000 Penalty: 5220.868164
	Iteration 123Q: 3 clusters Score -7245023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -7245017.000000 Penalty: 5220.868164
	Iteration 124Q: 3 clusters Score -7245017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -7245023.500000 Penalty: 5220.868164
	Iteration 125Q: 3 clusters Score -7245024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -7245030.000000 Penalty: 5220.868164
	Iteration 126Q: 3 clusters Score -7245030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -7245034.000000 Penalty: 5220.868164
	Iteration 127Q: 3 clusters Score -7245034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -7245031.500000 Penalty: 5220.868164
	Iteration 128Q: 3 clusters Score -7245032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -7245036.000000 Penalty: 5220.868164
	Iteration 129Q: 3 clusters Score -7245036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -7245037.500000 Penalty: 5220.868164
	Iteration 130Q: 3 clusters Score -7245038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -7245045.500000 Penalty: 5220.868164
	Iteration 131Q: 3 clusters Score -7245046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -7245054.500000 Penalty: 5220.868164
	Iteration 132Q: 3 clusters Score -7245054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -7245051.500000 Penalty: 5220.868164
	Iteration 133Q: 3 clusters Score -7245052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -7245044.000000 Penalty: 5220.868164
	Iteration 134Q: 3 clusters Score -7245044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7245049.500000 Penalty: 5220.868164
	Iteration 135Q: 3 clusters Score -7245050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7245049.500000 Penalty: 5220.868164
	Iteration 136F: 3 clusters Score -7245050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (40882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Entering Unmasked Estep 
Score: -7961730.500000 Penalty: 2633.374512
	Iteration 0F: 2 clusters Score -7961730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -7938975.000000 Penalty: 5266.749023
	Iteration 0F: 3 clusters Score -7938975 nChanged 18764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -7949485.500000 Penalty: 5266.749023
	Iteration 1F: 3 clusters Score -7949486 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7950036 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -7950632.000000 Penalty: 5266.749023
	Iteration 3Q: 3 clusters Score -7950632 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7951297.500000 Penalty: 5266.749023
	Iteration 4Q: 3 clusters Score -7951298 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -7952082.500000 Penalty: 5266.749023
	Iteration 5Q: 3 clusters Score -7952082 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -7953185.500000 Penalty: 5266.749023
	Iteration 6Q: 3 clusters Score -7953186 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -7954895.000000 Penalty: 5266.749023
	Iteration 7F: 3 clusters Score -7954895 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -7956960.500000 Penalty: 5266.749023
	Iteration 8F: 3 clusters Score -7956960 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -7958644.500000 Penalty: 5266.749023
	Iteration 9F: 3 clusters Score -7958644 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -7959622.000000 Penalty: 5266.749023
	Iteration 10Q: 3 clusters Score -7959622 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -7960194.000000 Penalty: 5266.749023
	Iteration 11Q: 3 clusters Score -7960194 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -7960851.000000 Penalty: 5266.749023
	Iteration 12Q: 3 clusters Score -7960851 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -7961485.500000 Penalty: 5266.749023
	Iteration 13Q: 3 clusters Score -7961486 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -7961873.500000 Penalty: 5266.749023
	Iteration 14Q: 3 clusters Score -7961874 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7962350.500000 Penalty: 5266.749023
	Iteration 15Q: 3 clusters Score -7962350 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -7962743.500000 Penalty: 5266.749023
	Iteration 16Q: 3 clusters Score -7962744 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -7962822.500000 Penalty: 5266.749023
	Iteration 17Q: 3 clusters Score -7962822 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -7962817.000000 Penalty: 5266.749023
	Iteration 18Q: 3 clusters Score -7962817 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -7963198.000000 Penalty: 5266.749023
	Iteration 19Q: 3 clusters Score -7963198 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -7963272.000000 Penalty: 5266.749023
	Iteration 20F: 3 clusters Score -7963272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -7963296.500000 Penalty: 5266.749023
	Iteration 21Q: 3 clusters Score -7963296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -7963327.000000 Penalty: 5266.749023
	Iteration 22Q: 3 clusters Score -7963327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -7963348.500000 Penalty: 5266.749023
	Iteration 23Q: 3 clusters Score -7963348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -7963383.500000 Penalty: 5266.749023
	Iteration 24Q: 3 clusters Score -7963384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -7963402.500000 Penalty: 5266.749023
	Iteration 25Q: 3 clusters Score -7963402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -7963406.500000 Penalty: 5266.749023
	Iteration 26Q: 3 clusters Score -7963406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -7963408.000000 Penalty: 5266.749023
	Iteration 27Q: 3 clusters Score -7963408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -7963395.500000 Penalty: 5266.749023
	Iteration 28Q: 3 clusters Score -7963396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -7963388.500000 Penalty: 5266.749023
	Iteration 29Q: 3 clusters Score -7963388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -7963368.000000 Penalty: 5266.749023
	Iteration 30Q: 3 clusters Score -7963368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -7963380.500000 Penalty: 5266.749023
	Iteration 31Q: 3 clusters Score -7963380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -7963385.000000 Penalty: 5266.749023
	Iteration 32Q: 3 clusters Score -7963385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -7963375.000000 Penalty: 5266.749023
	Iteration 33Q: 3 clusters Score -7963375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -7963399.000000 Penalty: 5266.749023
	Iteration 34Q: 3 clusters Score -7963399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -7963398.000000 Penalty: 5266.749023
	Iteration 35Q: 3 clusters Score -7963398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -7963404.500000 Penalty: 5266.749023
	Iteration 36Q: 3 clusters Score -7963404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -7963400.000000 Penalty: 5266.749023
	Iteration 37Q: 3 clusters Score -7963400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -7963400.000000 Penalty: 5266.749023
	Iteration 38F: 3 clusters Score -7963400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 18093 members 
Mstep: Class 61 contains 22789 members 
Entering Unmasked Estep 
Score: -161331296.000000 Penalty: 206342.156250
Splitting cluster 60 changes total score from -161331920.000000 to -161331296.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1645 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 27817 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59919 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 21646 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25317 members 
Mstep: Class 19 contains 37780 members 
Mstep: Class 20 contains 31338 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 28113 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20885 members 
Mstep: Class 32 contains 23246 members 
Mstep: Class 33 contains 3802 members 
Mstep: Class 34 contains 30918 members 
Mstep: Class 35 contains 37558 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 44688 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18947 members 
Mstep: Class 45 contains 16109 members 
Mstep: Class 46 contains 6411 members 
Mstep: Class 47 contains 40846 members 
Mstep: Class 48 contains 1201 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4350 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22209 members 
Mstep: Class 57 contains 24129 members 
Mstep: Class 58 contains 2820 members 
Mstep: Class 59 contains 37270 members 
Mstep: Class 60 contains 40882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331904.000000 Penalty: 202959.500000
Iteration 119Q: 61 clusters Score -1.613319e+08 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 37976 members 
Mstep: Class 3 contains 502 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 27820 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 59801 members 
Mstep: Class 15 contains 16974 members 
Mstep: Class 16 contains 21623 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25345 members 
Mstep: Class 19 contains 37880 members 
Mstep: Class 20 contains 31351 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 15475 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 24405 members 
Mstep: Class 28 contains 28151 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20829 members 
Mstep: Class 32 contains 23270 members 
Mstep: Class 33 contains 3818 members 
Mstep: Class 34 contains 31002 members 
Mstep: Class 35 contains 37596 members 
Mstep: Class 36 contains 38107 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1251 members 
Mstep: Class 41 contains 2715 members 
Mstep: Class 42 contains 44654 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18954 members 
Mstep: Class 45 contains 16080 members 
Mstep: Class 46 contains 6435 members 
Mstep: Class 47 contains 40852 members 
Mstep: Class 48 contains 1200 members 
Mstep: Class 49 contains 16646 members 
Mstep: Class 50 contains 342 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4351 members 
Mstep: Class 54 contains 4929 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22268 members 
Mstep: Class 57 contains 24202 members 
Mstep: Class 58 contains 2807 members 
Mstep: Class 59 contains 37225 members 
Mstep: Class 60 contains 40894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331728.000000 Penalty: 202959.500000
Iteration 120F: 61 clusters Score -1.613317e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 37934 members 
Mstep: Class 3 contains 504 members 
Mstep: Class 4 contains 5583 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 5371 members 
Mstep: Class 10 contains 27860 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29408 members 
Mstep: Class 14 contains 59689 members 
Mstep: Class 15 contains 16948 members 
Mstep: Class 16 contains 21647 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 37969 members 
Mstep: Class 20 contains 31392 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 15573 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1036 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 24298 members 
Mstep: Class 28 contains 28187 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20779 members 
Mstep: Class 32 contains 23266 members 
Mstep: Class 33 contains 3823 members 
Mstep: Class 34 contains 31143 members 
Mstep: Class 35 contains 37625 members 
Mstep: Class 36 contains 38121 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1252 members 
Mstep: Class 41 contains 2717 members 
Mstep: Class 42 contains 44618 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 18971 members 
Mstep: Class 45 contains 16026 members 
Mstep: Class 46 contains 6455 members 
Mstep: Class 47 contains 40760 members 
Mstep: Class 48 contains 1195 members 
Mstep: Class 49 contains 16623 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4355 members 
Mstep: Class 54 contains 4932 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22309 members 
Mstep: Class 57 contains 24283 members 
Mstep: Class 58 contains 2792 members 
Mstep: Class 59 contains 37201 members 
Mstep: Class 60 contains 40900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331696.000000 Penalty: 202959.500000
Iteration 121Q: 61 clusters Score -1.613317e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 37871 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 27893 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29412 members 
Mstep: Class 14 contains 59576 members 
Mstep: Class 15 contains 16944 members 
Mstep: Class 16 contains 21667 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 25260 members 
Mstep: Class 19 contains 38047 members 
Mstep: Class 20 contains 31442 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 15675 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 24210 members 
Mstep: Class 28 contains 28226 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20717 members 
Mstep: Class 32 contains 23226 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 31252 members 
Mstep: Class 35 contains 37668 members 
Mstep: Class 36 contains 38136 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1258 members 
Mstep: Class 41 contains 2718 members 
Mstep: Class 42 contains 44591 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 19009 members 
Mstep: Class 45 contains 15990 members 
Mstep: Class 46 contains 6477 members 
Mstep: Class 47 contains 40700 members 
Mstep: Class 48 contains 1192 members 
Mstep: Class 49 contains 16578 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4355 members 
Mstep: Class 54 contains 4926 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22365 members 
Mstep: Class 57 contains 24356 members 
Mstep: Class 58 contains 2777 members 
Mstep: Class 59 contains 37159 members 
Mstep: Class 60 contains 40906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331696.000000 Penalty: 202959.500000
Iteration 122Q: 61 clusters Score -1.613317e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 37830 members 
Mstep: Class 3 contains 509 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 27931 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29439 members 
Mstep: Class 14 contains 59470 members 
Mstep: Class 15 contains 16938 members 
Mstep: Class 16 contains 21706 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 25237 members 
Mstep: Class 19 contains 38095 members 
Mstep: Class 20 contains 31451 members 
Mstep: Class 21 contains 1188 members 
Mstep: Class 22 contains 15749 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1036 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 24147 members 
Mstep: Class 28 contains 28275 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20665 members 
Mstep: Class 32 contains 23202 members 
Mstep: Class 33 contains 3845 members 
Mstep: Class 34 contains 31355 members 
Mstep: Class 35 contains 37704 members 
Mstep: Class 36 contains 38159 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1262 members 
Mstep: Class 41 contains 2716 members 
Mstep: Class 42 contains 44529 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 19019 members 
Mstep: Class 45 contains 15963 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 40655 members 
Mstep: Class 48 contains 1190 members 
Mstep: Class 49 contains 16548 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4359 members 
Mstep: Class 54 contains 4938 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22444 members 
Mstep: Class 57 contains 24380 members 
Mstep: Class 58 contains 2765 members 
Mstep: Class 59 contains 37085 members 
Mstep: Class 60 contains 40938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331904.000000 Penalty: 202959.500000
Iteration 123Q: 61 clusters Score -1.613319e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 37769 members 
Mstep: Class 3 contains 510 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 27985 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29467 members 
Mstep: Class 14 contains 59389 members 
Mstep: Class 15 contains 16923 members 
Mstep: Class 16 contains 21773 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 25224 members 
Mstep: Class 19 contains 38171 members 
Mstep: Class 20 contains 31441 members 
Mstep: Class 21 contains 1192 members 
Mstep: Class 22 contains 15811 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1036 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 24069 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20621 members 
Mstep: Class 32 contains 23155 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 31455 members 
Mstep: Class 35 contains 37748 members 
Mstep: Class 36 contains 38203 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1265 members 
Mstep: Class 41 contains 2718 members 
Mstep: Class 42 contains 44471 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 19066 members 
Mstep: Class 45 contains 15918 members 
Mstep: Class 46 contains 6510 members 
Mstep: Class 47 contains 40594 members 
Mstep: Class 48 contains 1189 members 
Mstep: Class 49 contains 16495 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4363 members 
Mstep: Class 54 contains 4940 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22503 members 
Mstep: Class 57 contains 24409 members 
Mstep: Class 58 contains 2749 members 
Mstep: Class 59 contains 37031 members 
Mstep: Class 60 contains 40956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331904.000000 Penalty: 202959.500000
Iteration 124Q: 61 clusters Score -1.613319e+08 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 37737 members 
Mstep: Class 3 contains 509 members 
Mstep: Class 4 contains 5481 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 28043 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29488 members 
Mstep: Class 14 contains 59297 members 
Mstep: Class 15 contains 16915 members 
Mstep: Class 16 contains 21815 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 25219 members 
Mstep: Class 19 contains 38260 members 
Mstep: Class 20 contains 31451 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 15871 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1035 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 23967 members 
Mstep: Class 28 contains 28310 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20577 members 
Mstep: Class 32 contains 23141 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 31549 members 
Mstep: Class 35 contains 37775 members 
Mstep: Class 36 contains 38234 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 1271 members 
Mstep: Class 41 contains 2717 members 
Mstep: Class 42 contains 44422 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19131 members 
Mstep: Class 45 contains 15882 members 
Mstep: Class 46 contains 6528 members 
Mstep: Class 47 contains 40517 members 
Mstep: Class 48 contains 1188 members 
Mstep: Class 49 contains 16448 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4365 members 
Mstep: Class 54 contains 4939 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22569 members 
Mstep: Class 57 contains 24433 members 
Mstep: Class 58 contains 2733 members 
Mstep: Class 59 contains 36981 members 
Mstep: Class 60 contains 40940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331616.000000 Penalty: 202959.500000
Iteration 125Q: 61 clusters Score -1.613316e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 37683 members 
Mstep: Class 3 contains 510 members 
Mstep: Class 4 contains 5466 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 28091 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 59184 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 21870 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 25192 members 
Mstep: Class 19 contains 38338 members 
Mstep: Class 20 contains 31447 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 15932 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1036 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 23867 members 
Mstep: Class 28 contains 28368 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20540 members 
Mstep: Class 32 contains 23132 members 
Mstep: Class 33 contains 3907 members 
Mstep: Class 34 contains 31642 members 
Mstep: Class 35 contains 37843 members 
Mstep: Class 36 contains 38249 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 2717 members 
Mstep: Class 42 contains 44403 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19143 members 
Mstep: Class 45 contains 15848 members 
Mstep: Class 46 contains 6539 members 
Mstep: Class 47 contains 40484 members 
Mstep: Class 48 contains 1187 members 
Mstep: Class 49 contains 16422 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4368 members 
Mstep: Class 54 contains 4935 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22638 members 
Mstep: Class 57 contains 24441 members 
Mstep: Class 58 contains 2717 members 
Mstep: Class 59 contains 36948 members 
Mstep: Class 60 contains 40904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331360.000000 Penalty: 202959.500000
Iteration 126Q: 61 clusters Score -1.613314e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 37639 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 10 contains 28160 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29449 members 
Mstep: Class 14 contains 59113 members 
Mstep: Class 15 contains 16928 members 
Mstep: Class 16 contains 21896 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 25190 members 
Mstep: Class 19 contains 38403 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 15991 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 23753 members 
Mstep: Class 28 contains 28406 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20494 members 
Mstep: Class 32 contains 23133 members 
Mstep: Class 33 contains 3915 members 
Mstep: Class 34 contains 31728 members 
Mstep: Class 35 contains 37834 members 
Mstep: Class 36 contains 38263 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 2716 members 
Mstep: Class 42 contains 44372 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19151 members 
Mstep: Class 45 contains 15809 members 
Mstep: Class 46 contains 6539 members 
Mstep: Class 47 contains 40433 members 
Mstep: Class 48 contains 1187 members 
Mstep: Class 49 contains 16389 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4364 members 
Mstep: Class 54 contains 4937 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22713 members 
Mstep: Class 57 contains 24475 members 
Mstep: Class 58 contains 2707 members 
Mstep: Class 59 contains 36922 members 
Mstep: Class 60 contains 40952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331248.000000 Penalty: 202959.500000
Iteration 127Q: 61 clusters Score -1.613312e+08 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 37601 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 28224 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29416 members 
Mstep: Class 14 contains 59026 members 
Mstep: Class 15 contains 16944 members 
Mstep: Class 16 contains 21924 members 
Mstep: Class 17 contains 7306 members 
Mstep: Class 18 contains 25191 members 
Mstep: Class 19 contains 38443 members 
Mstep: Class 20 contains 31468 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 16066 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1036 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 23642 members 
Mstep: Class 28 contains 28456 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20448 members 
Mstep: Class 32 contains 23135 members 
Mstep: Class 33 contains 3929 members 
Mstep: Class 34 contains 31839 members 
Mstep: Class 35 contains 37936 members 
Mstep: Class 36 contains 38207 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 2716 members 
Mstep: Class 42 contains 44351 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19181 members 
Mstep: Class 45 contains 15765 members 
Mstep: Class 46 contains 6553 members 
Mstep: Class 47 contains 40368 members 
Mstep: Class 48 contains 1189 members 
Mstep: Class 49 contains 16371 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4367 members 
Mstep: Class 54 contains 4936 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22798 members 
Mstep: Class 57 contains 24477 members 
Mstep: Class 58 contains 2695 members 
Mstep: Class 59 contains 36841 members 
Mstep: Class 60 contains 40977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331440.000000 Penalty: 202959.500000
Iteration 128Q: 61 clusters Score -1.613314e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 37588 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 28337 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29372 members 
Mstep: Class 14 contains 58957 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 21929 members 
Mstep: Class 17 contains 7307 members 
Mstep: Class 18 contains 25220 members 
Mstep: Class 19 contains 38448 members 
Mstep: Class 20 contains 31456 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 16114 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 23549 members 
Mstep: Class 28 contains 28481 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20398 members 
Mstep: Class 32 contains 23135 members 
Mstep: Class 33 contains 3939 members 
Mstep: Class 34 contains 31949 members 
Mstep: Class 35 contains 37960 members 
Mstep: Class 36 contains 38154 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 1279 members 
Mstep: Class 41 contains 2717 members 
Mstep: Class 42 contains 44311 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19213 members 
Mstep: Class 45 contains 15740 members 
Mstep: Class 46 contains 6562 members 
Mstep: Class 47 contains 40302 members 
Mstep: Class 48 contains 1190 members 
Mstep: Class 49 contains 16352 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4370 members 
Mstep: Class 54 contains 4940 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22849 members 
Mstep: Class 57 contains 24514 members 
Mstep: Class 58 contains 2689 members 
Mstep: Class 59 contains 36793 members 
Mstep: Class 60 contains 41081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331232.000000 Penalty: 202959.500000
Iteration 129Q: 61 clusters Score -1.613312e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 37570 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 28478 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29339 members 
Mstep: Class 14 contains 58883 members 
Mstep: Class 15 contains 16901 members 
Mstep: Class 16 contains 21941 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 18 contains 25258 members 
Mstep: Class 19 contains 38448 members 
Mstep: Class 20 contains 31442 members 
Mstep: Class 21 contains 1212 members 
Mstep: Class 22 contains 16115 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 23498 members 
Mstep: Class 28 contains 28504 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20364 members 
Mstep: Class 32 contains 23145 members 
Mstep: Class 33 contains 3946 members 
Mstep: Class 34 contains 32089 members 
Mstep: Class 35 contains 38016 members 
Mstep: Class 36 contains 38106 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 1284 members 
Mstep: Class 41 contains 2717 members 
Mstep: Class 42 contains 44255 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19204 members 
Mstep: Class 45 contains 15727 members 
Mstep: Class 46 contains 6566 members 
Mstep: Class 47 contains 40277 members 
Mstep: Class 48 contains 1191 members 
Mstep: Class 49 contains 16351 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4372 members 
Mstep: Class 54 contains 4955 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22895 members 
Mstep: Class 57 contains 24572 members 
Mstep: Class 58 contains 2679 members 
Mstep: Class 59 contains 36677 members 
Mstep: Class 60 contains 41093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331744.000000 Penalty: 202959.500000
Iteration 130Q: 61 clusters Score -1.613317e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 37532 members 
Mstep: Class 3 contains 516 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 28612 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29323 members 
Mstep: Class 14 contains 58802 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 21966 members 
Mstep: Class 17 contains 7303 members 
Mstep: Class 18 contains 25281 members 
Mstep: Class 19 contains 38439 members 
Mstep: Class 20 contains 31432 members 
Mstep: Class 21 contains 1212 members 
Mstep: Class 22 contains 16133 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 23452 members 
Mstep: Class 28 contains 28535 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20326 members 
Mstep: Class 32 contains 23152 members 
Mstep: Class 33 contains 3959 members 
Mstep: Class 34 contains 32230 members 
Mstep: Class 35 contains 37995 members 
Mstep: Class 36 contains 38098 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 1287 members 
Mstep: Class 41 contains 2716 members 
Mstep: Class 42 contains 44213 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19221 members 
Mstep: Class 45 contains 15709 members 
Mstep: Class 46 contains 6577 members 
Mstep: Class 47 contains 40253 members 
Mstep: Class 48 contains 1191 members 
Mstep: Class 49 contains 16332 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4371 members 
Mstep: Class 54 contains 4972 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22929 members 
Mstep: Class 57 contains 24600 members 
Mstep: Class 58 contains 2668 members 
Mstep: Class 59 contains 36583 members 
Mstep: Class 60 contains 41139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332256.000000 Penalty: 202959.500000
Iteration 131Q: 61 clusters Score -1.613323e+08 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 37562 members 
Mstep: Class 3 contains 519 members 
Mstep: Class 4 contains 5338 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 28739 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29279 members 
Mstep: Class 14 contains 58717 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 22008 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 25301 members 
Mstep: Class 19 contains 38438 members 
Mstep: Class 20 contains 31391 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 16148 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 23406 members 
Mstep: Class 28 contains 28545 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 23124 members 
Mstep: Class 33 contains 3978 members 
Mstep: Class 34 contains 32357 members 
Mstep: Class 35 contains 38022 members 
Mstep: Class 36 contains 38075 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 1288 members 
Mstep: Class 41 contains 2716 members 
Mstep: Class 42 contains 44146 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19227 members 
Mstep: Class 45 contains 15696 members 
Mstep: Class 46 contains 6595 members 
Mstep: Class 47 contains 40244 members 
Mstep: Class 48 contains 1189 members 
Mstep: Class 49 contains 16323 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4370 members 
Mstep: Class 54 contains 4979 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22955 members 
Mstep: Class 57 contains 24628 members 
Mstep: Class 58 contains 2650 members 
Mstep: Class 59 contains 36503 members 
Mstep: Class 60 contains 41133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332096.000000 Penalty: 202959.500000
Iteration 132Q: 61 clusters Score -1.613321e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 37613 members 
Mstep: Class 3 contains 521 members 
Mstep: Class 4 contains 5335 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 5248 members 
Mstep: Class 10 contains 28851 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29223 members 
Mstep: Class 14 contains 58631 members 
Mstep: Class 15 contains 16926 members 
Mstep: Class 16 contains 22033 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 25332 members 
Mstep: Class 19 contains 38455 members 
Mstep: Class 20 contains 31356 members 
Mstep: Class 21 contains 1219 members 
Mstep: Class 22 contains 16153 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 23349 members 
Mstep: Class 28 contains 28575 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20234 members 
Mstep: Class 32 contains 23122 members 
Mstep: Class 33 contains 3992 members 
Mstep: Class 34 contains 32444 members 
Mstep: Class 35 contains 38016 members 
Mstep: Class 36 contains 38052 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2716 members 
Mstep: Class 42 contains 44083 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19233 members 
Mstep: Class 45 contains 15685 members 
Mstep: Class 46 contains 6621 members 
Mstep: Class 47 contains 40237 members 
Mstep: Class 48 contains 1190 members 
Mstep: Class 49 contains 16339 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4372 members 
Mstep: Class 54 contains 4989 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22960 members 
Mstep: Class 57 contains 24672 members 
Mstep: Class 58 contains 2639 members 
Mstep: Class 59 contains 36431 members 
Mstep: Class 60 contains 41134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332592.000000 Penalty: 202959.500000
Iteration 133Q: 61 clusters Score -1.613326e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 37673 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 5318 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 3608 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 28987 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29180 members 
Mstep: Class 14 contains 58599 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 22061 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 25348 members 
Mstep: Class 19 contains 38451 members 
Mstep: Class 20 contains 31315 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 16139 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 23289 members 
Mstep: Class 28 contains 28570 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20176 members 
Mstep: Class 32 contains 23098 members 
Mstep: Class 33 contains 4012 members 
Mstep: Class 34 contains 32528 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38037 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 1291 members 
Mstep: Class 41 contains 2716 members 
Mstep: Class 42 contains 44013 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19257 members 
Mstep: Class 45 contains 15691 members 
Mstep: Class 46 contains 6636 members 
Mstep: Class 47 contains 40287 members 
Mstep: Class 48 contains 1188 members 
Mstep: Class 49 contains 16339 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4377 members 
Mstep: Class 54 contains 5003 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22979 members 
Mstep: Class 57 contains 24701 members 
Mstep: Class 58 contains 2620 members 
Mstep: Class 59 contains 36363 members 
Mstep: Class 60 contains 41105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332464.000000 Penalty: 202959.500000
Iteration 134Q: 61 clusters Score -1.613325e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 37724 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 5221 members 
Mstep: Class 10 contains 29126 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29113 members 
Mstep: Class 14 contains 58550 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 22082 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 25379 members 
Mstep: Class 19 contains 38472 members 
Mstep: Class 20 contains 31301 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 16130 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1036 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 23223 members 
Mstep: Class 28 contains 28563 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20140 members 
Mstep: Class 32 contains 23091 members 
Mstep: Class 33 contains 4036 members 
Mstep: Class 34 contains 32581 members 
Mstep: Class 35 contains 37955 members 
Mstep: Class 36 contains 38017 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 1291 members 
Mstep: Class 41 contains 2716 members 
Mstep: Class 42 contains 43982 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19274 members 
Mstep: Class 45 contains 15712 members 
Mstep: Class 46 contains 6639 members 
Mstep: Class 47 contains 40315 members 
Mstep: Class 48 contains 1187 members 
Mstep: Class 49 contains 16359 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4377 members 
Mstep: Class 54 contains 5004 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22977 members 
Mstep: Class 57 contains 24724 members 
Mstep: Class 58 contains 2599 members 
Mstep: Class 59 contains 36322 members 
Mstep: Class 60 contains 41081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332864.000000 Penalty: 202959.500000
Iteration 135Q: 61 clusters Score -1.613329e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 37754 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 379 members 
Mstep: Class 13 contains 29073 members 
Mstep: Class 14 contains 58517 members 
Mstep: Class 15 contains 16968 members 
Mstep: Class 16 contains 22084 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 25413 members 
Mstep: Class 19 contains 38499 members 
Mstep: Class 20 contains 31287 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 22 contains 16112 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 23160 members 
Mstep: Class 28 contains 28555 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20102 members 
Mstep: Class 32 contains 23087 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 32623 members 
Mstep: Class 35 contains 37924 members 
Mstep: Class 36 contains 38046 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2715 members 
Mstep: Class 42 contains 43927 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19271 members 
Mstep: Class 45 contains 15740 members 
Mstep: Class 46 contains 6652 members 
Mstep: Class 47 contains 40282 members 
Mstep: Class 48 contains 1184 members 
Mstep: Class 49 contains 16384 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4384 members 
Mstep: Class 54 contains 5004 members 
Mstep: Class 55 contains 396 members 
Mstep: Class 56 contains 22987 members 
Mstep: Class 57 contains 24740 members 
Mstep: Class 58 contains 2582 members 
Mstep: Class 59 contains 36280 members 
Mstep: Class 60 contains 41090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332752.000000 Penalty: 202959.500000
Iteration 136Q: 61 clusters Score -1.613328e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 29323 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29024 members 
Mstep: Class 14 contains 58461 members 
Mstep: Class 15 contains 17019 members 
Mstep: Class 16 contains 22103 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 25444 members 
Mstep: Class 19 contains 38508 members 
Mstep: Class 20 contains 31271 members 
Mstep: Class 21 contains 1240 members 
Mstep: Class 22 contains 16085 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 992 members 
Mstep: Class 27 contains 23069 members 
Mstep: Class 28 contains 28565 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 20073 members 
Mstep: Class 32 contains 23088 members 
Mstep: Class 33 contains 4094 members 
Mstep: Class 34 contains 32676 members 
Mstep: Class 35 contains 37882 members 
Mstep: Class 36 contains 38086 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1069 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 43889 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19277 members 
Mstep: Class 45 contains 15760 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 40263 members 
Mstep: Class 48 contains 1183 members 
Mstep: Class 49 contains 16424 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 628 members 
Mstep: Class 53 contains 4385 members 
Mstep: Class 54 contains 5006 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22980 members 
Mstep: Class 57 contains 24767 members 
Mstep: Class 58 contains 2564 members 
Mstep: Class 59 contains 36251 members 
Mstep: Class 60 contains 41092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332560.000000 Penalty: 202959.500000
Iteration 137Q: 61 clusters Score -1.613326e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 37797 members 
Mstep: Class 3 contains 535 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 5199 members 
Mstep: Class 10 contains 29366 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 58390 members 
Mstep: Class 15 contains 17085 members 
Mstep: Class 16 contains 22114 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25464 members 
Mstep: Class 19 contains 38581 members 
Mstep: Class 20 contains 31250 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 16073 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 22956 members 
Mstep: Class 28 contains 28587 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 20035 members 
Mstep: Class 32 contains 23084 members 
Mstep: Class 33 contains 4126 members 
Mstep: Class 34 contains 32728 members 
Mstep: Class 35 contains 37845 members 
Mstep: Class 36 contains 38133 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 2713 members 
Mstep: Class 42 contains 43877 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19262 members 
Mstep: Class 45 contains 15782 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 40203 members 
Mstep: Class 48 contains 1185 members 
Mstep: Class 49 contains 16443 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4386 members 
Mstep: Class 54 contains 5013 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22979 members 
Mstep: Class 57 contains 24787 members 
Mstep: Class 58 contains 2537 members 
Mstep: Class 59 contains 36233 members 
Mstep: Class 60 contains 41082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332608.000000 Penalty: 202959.500000
Iteration 138Q: 61 clusters Score -1.613326e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 37802 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 5247 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 29371 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 28978 members 
Mstep: Class 14 contains 58324 members 
Mstep: Class 15 contains 17137 members 
Mstep: Class 16 contains 22124 members 
Mstep: Class 17 contains 7285 members 
Mstep: Class 18 contains 25491 members 
Mstep: Class 19 contains 38646 members 
Mstep: Class 20 contains 31241 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 16057 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1039 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 22859 members 
Mstep: Class 28 contains 28619 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 20017 members 
Mstep: Class 32 contains 23101 members 
Mstep: Class 33 contains 4160 members 
Mstep: Class 34 contains 32738 members 
Mstep: Class 35 contains 37869 members 
Mstep: Class 36 contains 38152 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 2712 members 
Mstep: Class 42 contains 43848 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19253 members 
Mstep: Class 45 contains 15805 members 
Mstep: Class 46 contains 6674 members 
Mstep: Class 47 contains 40173 members 
Mstep: Class 48 contains 1182 members 
Mstep: Class 49 contains 16465 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4384 members 
Mstep: Class 54 contains 5031 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22960 members 
Mstep: Class 57 contains 24796 members 
Mstep: Class 58 contains 2508 members 
Mstep: Class 59 contains 36236 members 
Mstep: Class 60 contains 41045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332784.000000 Penalty: 202959.500000
Iteration 139Q: 61 clusters Score -1.613328e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 37809 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 28983 members 
Mstep: Class 14 contains 58253 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 22157 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 25500 members 
Mstep: Class 19 contains 38684 members 
Mstep: Class 20 contains 31246 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 16024 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1039 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 22758 members 
Mstep: Class 28 contains 28623 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 20005 members 
Mstep: Class 32 contains 23096 members 
Mstep: Class 33 contains 4188 members 
Mstep: Class 34 contains 32776 members 
Mstep: Class 35 contains 37896 members 
Mstep: Class 36 contains 38162 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2712 members 
Mstep: Class 42 contains 43834 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19223 members 
Mstep: Class 45 contains 15812 members 
Mstep: Class 46 contains 6687 members 
Mstep: Class 47 contains 40130 members 
Mstep: Class 48 contains 1181 members 
Mstep: Class 49 contains 16502 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4388 members 
Mstep: Class 54 contains 5039 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22954 members 
Mstep: Class 57 contains 24810 members 
Mstep: Class 58 contains 2479 members 
Mstep: Class 59 contains 36256 members 
Mstep: Class 60 contains 41036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333168.000000 Penalty: 202959.500000
Iteration 140F: 61 clusters Score -1.613332e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 37822 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 29406 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 28949 members 
Mstep: Class 14 contains 58173 members 
Mstep: Class 15 contains 17210 members 
Mstep: Class 16 contains 22206 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 25536 members 
Mstep: Class 19 contains 38727 members 
Mstep: Class 20 contains 31245 members 
Mstep: Class 21 contains 1275 members 
Mstep: Class 22 contains 15992 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1039 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 22676 members 
Mstep: Class 28 contains 28623 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19992 members 
Mstep: Class 32 contains 23084 members 
Mstep: Class 33 contains 4220 members 
Mstep: Class 34 contains 32796 members 
Mstep: Class 35 contains 37915 members 
Mstep: Class 36 contains 38162 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 1295 members 
Mstep: Class 41 contains 2713 members 
Mstep: Class 42 contains 43829 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19194 members 
Mstep: Class 45 contains 15813 members 
Mstep: Class 46 contains 6704 members 
Mstep: Class 47 contains 40075 members 
Mstep: Class 48 contains 1182 members 
Mstep: Class 49 contains 16528 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4388 members 
Mstep: Class 54 contains 5042 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22961 members 
Mstep: Class 57 contains 24820 members 
Mstep: Class 58 contains 2461 members 
Mstep: Class 59 contains 36271 members 
Mstep: Class 60 contains 41054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333200.000000 Penalty: 202959.500000
Iteration 141Q: 61 clusters Score -1.613332e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 37841 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 5221 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5187 members 
Mstep: Class 10 contains 29457 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 28927 members 
Mstep: Class 14 contains 58102 members 
Mstep: Class 15 contains 17227 members 
Mstep: Class 16 contains 22235 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 25558 members 
Mstep: Class 19 contains 38795 members 
Mstep: Class 20 contains 31236 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 15954 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 27 contains 22590 members 
Mstep: Class 28 contains 28622 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19975 members 
Mstep: Class 32 contains 23088 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 32799 members 
Mstep: Class 35 contains 37961 members 
Mstep: Class 36 contains 38134 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1082 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 2713 members 
Mstep: Class 42 contains 43807 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19173 members 
Mstep: Class 45 contains 15837 members 
Mstep: Class 46 contains 6719 members 
Mstep: Class 47 contains 40017 members 
Mstep: Class 48 contains 1183 members 
Mstep: Class 49 contains 16546 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4392 members 
Mstep: Class 54 contains 5055 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22976 members 
Mstep: Class 57 contains 24833 members 
Mstep: Class 58 contains 2443 members 
Mstep: Class 59 contains 36287 members 
Mstep: Class 60 contains 41039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333376.000000 Penalty: 202959.500000
Iteration 142Q: 61 clusters Score -1.613334e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 37855 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 29491 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 28901 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 17244 members 
Mstep: Class 16 contains 22266 members 
Mstep: Class 17 contains 7271 members 
Mstep: Class 18 contains 25576 members 
Mstep: Class 19 contains 38842 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 15918 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 28623 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19936 members 
Mstep: Class 32 contains 23108 members 
Mstep: Class 33 contains 4271 members 
Mstep: Class 34 contains 32835 members 
Mstep: Class 35 contains 37979 members 
Mstep: Class 36 contains 38134 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1086 members 
Mstep: Class 40 contains 1297 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 43790 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19171 members 
Mstep: Class 45 contains 15860 members 
Mstep: Class 46 contains 6729 members 
Mstep: Class 47 contains 39943 members 
Mstep: Class 48 contains 1183 members 
Mstep: Class 49 contains 16568 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4394 members 
Mstep: Class 54 contains 5061 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22971 members 
Mstep: Class 57 contains 24835 members 
Mstep: Class 58 contains 2417 members 
Mstep: Class 59 contains 36309 members 
Mstep: Class 60 contains 41036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333600.000000 Penalty: 202959.500000
Iteration 143Q: 61 clusters Score -1.613336e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 37884 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5205 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 29487 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 28874 members 
Mstep: Class 14 contains 58021 members 
Mstep: Class 15 contains 17270 members 
Mstep: Class 16 contains 22300 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 25585 members 
Mstep: Class 19 contains 38894 members 
Mstep: Class 20 contains 31248 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 15902 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 22423 members 
Mstep: Class 28 contains 28650 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19905 members 
Mstep: Class 32 contains 23139 members 
Mstep: Class 33 contains 4301 members 
Mstep: Class 34 contains 32855 members 
Mstep: Class 35 contains 37966 members 
Mstep: Class 36 contains 38201 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1090 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 2714 members 
Mstep: Class 42 contains 43761 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19167 members 
Mstep: Class 45 contains 15871 members 
Mstep: Class 46 contains 6737 members 
Mstep: Class 47 contains 39886 members 
Mstep: Class 48 contains 1180 members 
Mstep: Class 49 contains 16593 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4395 members 
Mstep: Class 54 contains 5066 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22939 members 
Mstep: Class 57 contains 24842 members 
Mstep: Class 58 contains 2393 members 
Mstep: Class 59 contains 36331 members 
Mstep: Class 60 contains 40984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333872.000000 Penalty: 202959.500000
Iteration 144Q: 61 clusters Score -1.613339e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 37887 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5193 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 29514 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 378 members 
Mstep: Class 13 contains 28848 members 
Mstep: Class 14 contains 57972 members 
Mstep: Class 15 contains 17301 members 
Mstep: Class 16 contains 22335 members 
Mstep: Class 17 contains 7276 members 
Mstep: Class 18 contains 25595 members 
Mstep: Class 19 contains 38978 members 
Mstep: Class 20 contains 31236 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 15884 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 22349 members 
Mstep: Class 28 contains 28678 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19867 members 
Mstep: Class 32 contains 23138 members 
Mstep: Class 33 contains 4325 members 
Mstep: Class 34 contains 32885 members 
Mstep: Class 35 contains 37980 members 
Mstep: Class 36 contains 38253 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1089 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 2713 members 
Mstep: Class 42 contains 43746 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19164 members 
Mstep: Class 45 contains 15881 members 
Mstep: Class 46 contains 6742 members 
Mstep: Class 47 contains 39805 members 
Mstep: Class 48 contains 1176 members 
Mstep: Class 49 contains 16627 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4401 members 
Mstep: Class 54 contains 5068 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22932 members 
Mstep: Class 57 contains 24862 members 
Mstep: Class 58 contains 2372 members 
Mstep: Class 59 contains 36337 members 
Mstep: Class 60 contains 40907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334000.000000 Penalty: 202959.500000
Iteration 145Q: 61 clusters Score -1.61334e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 37919 members 
Mstep: Class 3 contains 549 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 29519 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28806 members 
Mstep: Class 14 contains 57945 members 
Mstep: Class 15 contains 17342 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 25612 members 
Mstep: Class 19 contains 39059 members 
Mstep: Class 20 contains 31223 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 15868 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 22289 members 
Mstep: Class 28 contains 28689 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19838 members 
Mstep: Class 32 contains 23157 members 
Mstep: Class 33 contains 4345 members 
Mstep: Class 34 contains 32899 members 
Mstep: Class 35 contains 38035 members 
Mstep: Class 36 contains 38263 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1089 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 2712 members 
Mstep: Class 42 contains 43729 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19152 members 
Mstep: Class 45 contains 15892 members 
Mstep: Class 46 contains 6748 members 
Mstep: Class 47 contains 39839 members 
Mstep: Class 48 contains 1176 members 
Mstep: Class 49 contains 16637 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4406 members 
Mstep: Class 54 contains 5073 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22929 members 
Mstep: Class 57 contains 24874 members 
Mstep: Class 58 contains 2358 members 
Mstep: Class 59 contains 36361 members 
Mstep: Class 60 contains 40723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334224.000000 Penalty: 202959.500000
Iteration 146Q: 61 clusters Score -1.613342e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 37957 members 
Mstep: Class 3 contains 551 members 
Mstep: Class 4 contains 5173 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5185 members 
Mstep: Class 10 contains 29504 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28787 members 
Mstep: Class 14 contains 57876 members 
Mstep: Class 15 contains 17400 members 
Mstep: Class 16 contains 22367 members 
Mstep: Class 17 contains 7269 members 
Mstep: Class 18 contains 25648 members 
Mstep: Class 19 contains 39128 members 
Mstep: Class 20 contains 31212 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 15856 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 22215 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19819 members 
Mstep: Class 32 contains 23160 members 
Mstep: Class 33 contains 4366 members 
Mstep: Class 34 contains 32907 members 
Mstep: Class 35 contains 38056 members 
Mstep: Class 36 contains 38285 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1090 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 43724 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19127 members 
Mstep: Class 45 contains 15901 members 
Mstep: Class 46 contains 6748 members 
Mstep: Class 47 contains 39822 members 
Mstep: Class 48 contains 1172 members 
Mstep: Class 49 contains 16645 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4405 members 
Mstep: Class 54 contains 5087 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22932 members 
Mstep: Class 57 contains 24885 members 
Mstep: Class 58 contains 2345 members 
Mstep: Class 59 contains 36399 members 
Mstep: Class 60 contains 40608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333792.000000 Penalty: 202959.500000
Iteration 147Q: 61 clusters Score -1.613338e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 37967 members 
Mstep: Class 3 contains 551 members 
Mstep: Class 4 contains 5168 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5184 members 
Mstep: Class 10 contains 29479 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28760 members 
Mstep: Class 14 contains 57819 members 
Mstep: Class 15 contains 17444 members 
Mstep: Class 16 contains 22380 members 
Mstep: Class 17 contains 7262 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 39205 members 
Mstep: Class 20 contains 31248 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 15847 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 22140 members 
Mstep: Class 28 contains 28783 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19774 members 
Mstep: Class 32 contains 23167 members 
Mstep: Class 33 contains 4390 members 
Mstep: Class 34 contains 32910 members 
Mstep: Class 35 contains 38081 members 
Mstep: Class 36 contains 38295 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 2709 members 
Mstep: Class 42 contains 43719 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19106 members 
Mstep: Class 45 contains 15904 members 
Mstep: Class 46 contains 6749 members 
Mstep: Class 47 contains 39767 members 
Mstep: Class 48 contains 1170 members 
Mstep: Class 49 contains 16674 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4408 members 
Mstep: Class 54 contains 5101 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22942 members 
Mstep: Class 57 contains 24899 members 
Mstep: Class 58 contains 2326 members 
Mstep: Class 59 contains 36426 members 
Mstep: Class 60 contains 40516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333664.000000 Penalty: 202959.500000
Iteration 148Q: 61 clusters Score -1.613337e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 37988 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 5158 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 10 contains 29454 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28731 members 
Mstep: Class 14 contains 57762 members 
Mstep: Class 15 contains 17499 members 
Mstep: Class 16 contains 22404 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 31244 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 15816 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 22069 members 
Mstep: Class 28 contains 28833 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19740 members 
Mstep: Class 32 contains 23176 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 32950 members 
Mstep: Class 35 contains 38087 members 
Mstep: Class 36 contains 38325 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1093 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 43717 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19091 members 
Mstep: Class 45 contains 15904 members 
Mstep: Class 46 contains 6748 members 
Mstep: Class 47 contains 39768 members 
Mstep: Class 48 contains 1168 members 
Mstep: Class 49 contains 16694 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4411 members 
Mstep: Class 54 contains 5110 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22944 members 
Mstep: Class 57 contains 24923 members 
Mstep: Class 58 contains 2316 members 
Mstep: Class 59 contains 36448 members 
Mstep: Class 60 contains 40457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333664.000000 Penalty: 202959.500000
Iteration 149Q: 61 clusters Score -1.613337e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 37969 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5178 members 
Mstep: Class 10 contains 29436 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28715 members 
Mstep: Class 14 contains 57700 members 
Mstep: Class 15 contains 17531 members 
Mstep: Class 16 contains 22415 members 
Mstep: Class 17 contains 7247 members 
Mstep: Class 18 contains 25725 members 
Mstep: Class 19 contains 39222 members 
Mstep: Class 20 contains 31242 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 15796 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 21999 members 
Mstep: Class 28 contains 28898 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19714 members 
Mstep: Class 32 contains 23162 members 
Mstep: Class 33 contains 4419 members 
Mstep: Class 34 contains 33004 members 
Mstep: Class 35 contains 38072 members 
Mstep: Class 36 contains 38387 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 43719 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19086 members 
Mstep: Class 45 contains 15908 members 
Mstep: Class 46 contains 6747 members 
Mstep: Class 47 contains 39731 members 
Mstep: Class 48 contains 1169 members 
Mstep: Class 49 contains 16714 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4414 members 
Mstep: Class 54 contains 5117 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22934 members 
Mstep: Class 57 contains 24961 members 
Mstep: Class 58 contains 2300 members 
Mstep: Class 59 contains 36450 members 
Mstep: Class 60 contains 40457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333872.000000 Penalty: 202959.500000
Iteration 150Q: 61 clusters Score -1.613339e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 37986 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5177 members 
Mstep: Class 10 contains 29397 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28712 members 
Mstep: Class 14 contains 57627 members 
Mstep: Class 15 contains 17569 members 
Mstep: Class 16 contains 22426 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25743 members 
Mstep: Class 19 contains 39285 members 
Mstep: Class 20 contains 31233 members 
Mstep: Class 21 contains 1368 members 
Mstep: Class 22 contains 15800 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 21937 members 
Mstep: Class 28 contains 28957 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19692 members 
Mstep: Class 32 contains 23165 members 
Mstep: Class 33 contains 4439 members 
Mstep: Class 34 contains 33048 members 
Mstep: Class 35 contains 38079 members 
Mstep: Class 36 contains 38425 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 43716 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19076 members 
Mstep: Class 45 contains 15912 members 
Mstep: Class 46 contains 6750 members 
Mstep: Class 47 contains 39716 members 
Mstep: Class 48 contains 1169 members 
Mstep: Class 49 contains 16716 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4414 members 
Mstep: Class 54 contains 5126 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22937 members 
Mstep: Class 57 contains 24983 members 
Mstep: Class 58 contains 2290 members 
Mstep: Class 59 contains 36427 members 
Mstep: Class 60 contains 40378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334064.000000 Penalty: 202959.500000
Iteration 151Q: 61 clusters Score -1.613341e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 37979 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 5132 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5174 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28726 members 
Mstep: Class 14 contains 57554 members 
Mstep: Class 15 contains 17607 members 
Mstep: Class 16 contains 22435 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25742 members 
Mstep: Class 19 contains 39330 members 
Mstep: Class 20 contains 31211 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 15786 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 21893 members 
Mstep: Class 28 contains 28987 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19652 members 
Mstep: Class 32 contains 23169 members 
Mstep: Class 33 contains 4459 members 
Mstep: Class 34 contains 33081 members 
Mstep: Class 35 contains 38124 members 
Mstep: Class 36 contains 38464 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1096 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 43704 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19080 members 
Mstep: Class 45 contains 15909 members 
Mstep: Class 46 contains 6749 members 
Mstep: Class 47 contains 39751 members 
Mstep: Class 48 contains 1169 members 
Mstep: Class 49 contains 16716 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4413 members 
Mstep: Class 54 contains 5128 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22950 members 
Mstep: Class 57 contains 25006 members 
Mstep: Class 58 contains 2281 members 
Mstep: Class 59 contains 36411 members 
Mstep: Class 60 contains 40280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334064.000000 Penalty: 202959.500000
Iteration 152Q: 61 clusters Score -1.613341e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 37980 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 29403 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 57479 members 
Mstep: Class 15 contains 17635 members 
Mstep: Class 16 contains 22461 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 25750 members 
Mstep: Class 19 contains 39374 members 
Mstep: Class 20 contains 31184 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 15774 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 21848 members 
Mstep: Class 28 contains 29019 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19624 members 
Mstep: Class 32 contains 23158 members 
Mstep: Class 33 contains 4466 members 
Mstep: Class 34 contains 33110 members 
Mstep: Class 35 contains 38129 members 
Mstep: Class 36 contains 38503 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1098 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 2709 members 
Mstep: Class 42 contains 43693 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19081 members 
Mstep: Class 45 contains 15905 members 
Mstep: Class 46 contains 6747 members 
Mstep: Class 47 contains 39785 members 
Mstep: Class 48 contains 1168 members 
Mstep: Class 49 contains 16729 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4414 members 
Mstep: Class 54 contains 5129 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22955 members 
Mstep: Class 57 contains 25041 members 
Mstep: Class 58 contains 2277 members 
Mstep: Class 59 contains 36381 members 
Mstep: Class 60 contains 40203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333872.000000 Penalty: 202959.500000
Iteration 153Q: 61 clusters Score -1.613339e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 37992 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1729 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5166 members 
Mstep: Class 10 contains 29415 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28738 members 
Mstep: Class 14 contains 57404 members 
Mstep: Class 15 contains 17672 members 
Mstep: Class 16 contains 22487 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25748 members 
Mstep: Class 19 contains 39431 members 
Mstep: Class 20 contains 31179 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 15749 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21790 members 
Mstep: Class 28 contains 29056 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19587 members 
Mstep: Class 32 contains 23163 members 
Mstep: Class 33 contains 4477 members 
Mstep: Class 34 contains 33163 members 
Mstep: Class 35 contains 38143 members 
Mstep: Class 36 contains 38519 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1100 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 2707 members 
Mstep: Class 42 contains 43686 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19108 members 
Mstep: Class 45 contains 15904 members 
Mstep: Class 46 contains 6738 members 
Mstep: Class 47 contains 39788 members 
Mstep: Class 48 contains 1168 members 
Mstep: Class 49 contains 16734 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4417 members 
Mstep: Class 54 contains 5133 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22947 members 
Mstep: Class 57 contains 25049 members 
Mstep: Class 58 contains 2274 members 
Mstep: Class 59 contains 36362 members 
Mstep: Class 60 contains 40134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334096.000000 Penalty: 202959.500000
Iteration 154Q: 61 clusters Score -1.613341e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 38026 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 29441 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28732 members 
Mstep: Class 14 contains 57341 members 
Mstep: Class 15 contains 17706 members 
Mstep: Class 16 contains 22506 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 39474 members 
Mstep: Class 20 contains 31168 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 15725 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21727 members 
Mstep: Class 28 contains 29067 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19563 members 
Mstep: Class 32 contains 23191 members 
Mstep: Class 33 contains 4487 members 
Mstep: Class 34 contains 33228 members 
Mstep: Class 35 contains 38135 members 
Mstep: Class 36 contains 38538 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1102 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 2706 members 
Mstep: Class 42 contains 43673 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19111 members 
Mstep: Class 45 contains 15905 members 
Mstep: Class 46 contains 6744 members 
Mstep: Class 47 contains 39778 members 
Mstep: Class 48 contains 1168 members 
Mstep: Class 49 contains 16733 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4418 members 
Mstep: Class 54 contains 5137 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22937 members 
Mstep: Class 57 contains 25062 members 
Mstep: Class 58 contains 2269 members 
Mstep: Class 59 contains 36335 members 
Mstep: Class 60 contains 40090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333984.000000 Penalty: 202959.500000
Iteration 155Q: 61 clusters Score -1.61334e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 38048 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 29496 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28725 members 
Mstep: Class 14 contains 57254 members 
Mstep: Class 15 contains 17750 members 
Mstep: Class 16 contains 22537 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 25784 members 
Mstep: Class 19 contains 39496 members 
Mstep: Class 20 contains 31154 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 15699 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 1008 members 
Mstep: Class 27 contains 21661 members 
Mstep: Class 28 contains 29099 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19536 members 
Mstep: Class 32 contains 23215 members 
Mstep: Class 33 contains 4497 members 
Mstep: Class 34 contains 33282 members 
Mstep: Class 35 contains 38123 members 
Mstep: Class 36 contains 38540 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1105 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43671 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19118 members 
Mstep: Class 45 contains 15893 members 
Mstep: Class 46 contains 6756 members 
Mstep: Class 47 contains 39800 members 
Mstep: Class 48 contains 1166 members 
Mstep: Class 49 contains 16736 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4419 members 
Mstep: Class 54 contains 5138 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22933 members 
Mstep: Class 57 contains 25065 members 
Mstep: Class 58 contains 2265 members 
Mstep: Class 59 contains 36285 members 
Mstep: Class 60 contains 40045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334352.000000 Penalty: 202959.500000
Iteration 156Q: 61 clusters Score -1.613344e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 38074 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 29540 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28711 members 
Mstep: Class 14 contains 57201 members 
Mstep: Class 15 contains 17817 members 
Mstep: Class 16 contains 22582 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25819 members 
Mstep: Class 19 contains 39506 members 
Mstep: Class 20 contains 31143 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21586 members 
Mstep: Class 28 contains 29109 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19506 members 
Mstep: Class 32 contains 23248 members 
Mstep: Class 33 contains 4503 members 
Mstep: Class 34 contains 33328 members 
Mstep: Class 35 contains 38093 members 
Mstep: Class 36 contains 38555 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1107 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43666 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19123 members 
Mstep: Class 45 contains 15871 members 
Mstep: Class 46 contains 6760 members 
Mstep: Class 47 contains 39828 members 
Mstep: Class 48 contains 1165 members 
Mstep: Class 49 contains 16749 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4424 members 
Mstep: Class 54 contains 5142 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22931 members 
Mstep: Class 57 contains 25047 members 
Mstep: Class 58 contains 2261 members 
Mstep: Class 59 contains 36236 members 
Mstep: Class 60 contains 40010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334768.000000 Penalty: 202959.500000
Iteration 157Q: 61 clusters Score -1.613348e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 38071 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 10 contains 29560 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 57151 members 
Mstep: Class 15 contains 17862 members 
Mstep: Class 16 contains 22613 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 25843 members 
Mstep: Class 19 contains 39546 members 
Mstep: Class 20 contains 31118 members 
Mstep: Class 21 contains 1393 members 
Mstep: Class 22 contains 15652 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21535 members 
Mstep: Class 28 contains 29134 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19477 members 
Mstep: Class 32 contains 23271 members 
Mstep: Class 33 contains 4508 members 
Mstep: Class 34 contains 33361 members 
Mstep: Class 35 contains 38039 members 
Mstep: Class 36 contains 38572 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1108 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 2706 members 
Mstep: Class 42 contains 43659 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19131 members 
Mstep: Class 45 contains 15847 members 
Mstep: Class 46 contains 6766 members 
Mstep: Class 47 contains 39829 members 
Mstep: Class 48 contains 1162 members 
Mstep: Class 49 contains 16768 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4423 members 
Mstep: Class 54 contains 5142 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22936 members 
Mstep: Class 57 contains 25046 members 
Mstep: Class 58 contains 2258 members 
Mstep: Class 59 contains 36192 members 
Mstep: Class 60 contains 40032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334896.000000 Penalty: 202959.500000
Iteration 158Q: 61 clusters Score -1.613349e+08 nChanged 2004
Entering ConstructFrom: 
Score: -161334896.000000 Penalty: 202959.500000
Entering ConstructFrom: 
Trying to split cluster 1 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -1143067.375000 Penalty: 2159.947266
	Iteration 0F: 2 clusters Score -1143067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1137879.250000 Penalty: 4319.894531
	Iteration 0F: 3 clusters Score -1137879 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1139161.250000 Penalty: 4319.894531
	Iteration 1F: 3 clusters Score -1139161 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1139364.750000 Penalty: 4319.894531
	Iteration 2F: 3 clusters Score -1139365 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1139502.250000 Penalty: 4319.894531
	Iteration 3Q: 3 clusters Score -1139502 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1139592.250000 Penalty: 4319.894531
	Iteration 4Q: 3 clusters Score -1139592 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1139670.125000 Penalty: 4319.894531
	Iteration 5Q: 3 clusters Score -1139670 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1139736.000000 Penalty: 4319.894531
	Iteration 6Q: 3 clusters Score -1139736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1139791.125000 Penalty: 4319.894531
	Iteration 7Q: 3 clusters Score -1139791 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1139845.125000 Penalty: 4319.894531
	Iteration 8Q: 3 clusters Score -1139845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1139878.625000 Penalty: 4319.894531
	Iteration 9Q: 3 clusters Score -1139879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1139903.625000 Penalty: 4319.894531
	Iteration 10Q: 3 clusters Score -1139904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1139926.375000 Penalty: 4319.894531
	Iteration 11Q: 3 clusters Score -1139926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1139948.250000 Penalty: 4319.894531
	Iteration 12Q: 3 clusters Score -1139948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1139969.375000 Penalty: 4319.894531
	Iteration 13Q: 3 clusters Score -1139969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1139988.500000 Penalty: 4319.894531
	Iteration 14Q: 3 clusters Score -1139988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1140000.625000 Penalty: 4319.894531
	Iteration 15Q: 3 clusters Score -1140001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1140012.125000 Penalty: 4319.894531
	Iteration 16Q: 3 clusters Score -1140012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1140025.875000 Penalty: 4319.894531
	Iteration 17Q: 3 clusters Score -1140026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1140040.250000 Penalty: 4319.894531
	Iteration 18Q: 3 clusters Score -1140040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1140058.875000 Penalty: 4319.894531
	Iteration 19Q: 3 clusters Score -1140059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1140077.375000 Penalty: 4319.894531
	Iteration 20F: 3 clusters Score -1140077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1140102.500000 Penalty: 4319.894531
	Iteration 21Q: 3 clusters Score -1140102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1140135.375000 Penalty: 4319.894531
	Iteration 22Q: 3 clusters Score -1140135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1140161.125000 Penalty: 4319.894531
	Iteration 23Q: 3 clusters Score -1140161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1140183.250000 Penalty: 4319.894531
	Iteration 24Q: 3 clusters Score -1140183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1140213.875000 Penalty: 4319.894531
	Iteration 25Q: 3 clusters Score -1140214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1140250.250000 Penalty: 4319.894531
	Iteration 26Q: 3 clusters Score -1140250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1140287.625000 Penalty: 4319.894531
	Iteration 27Q: 3 clusters Score -1140288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1140329.250000 Penalty: 4319.894531
	Iteration 28Q: 3 clusters Score -1140329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1140367.750000 Penalty: 4319.894531
	Iteration 29Q: 3 clusters Score -1140368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1140412.250000 Penalty: 4319.894531
	Iteration 30Q: 3 clusters Score -1140412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1140456.625000 Penalty: 4319.894531
	Iteration 31Q: 3 clusters Score -1140457 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1140501.500000 Penalty: 4319.894531
	Iteration 32Q: 3 clusters Score -1140502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1140543.375000 Penalty: 4319.894531
	Iteration 33Q: 3 clusters Score -1140543 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1140599.875000 Penalty: 4319.894531
	Iteration 34Q: 3 clusters Score -1140600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1140658.125000 Penalty: 4319.894531
	Iteration 35Q: 3 clusters Score -1140658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1140707.625000 Penalty: 4319.894531
	Iteration 36Q: 3 clusters Score -1140708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1140774.875000 Penalty: 4319.894531
	Iteration 37Q: 3 clusters Score -1140775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1140819.375000 Penalty: 4319.894531
	Iteration 38Q: 3 clusters Score -1140819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1140850.625000 Penalty: 4319.894531
	Iteration 39Q: 3 clusters Score -1140851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1140878.125000 Penalty: 4319.894531
	Iteration 40F: 3 clusters Score -1140878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1140901.375000 Penalty: 4319.894531
	Iteration 41Q: 3 clusters Score -1140901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1140920.250000 Penalty: 4319.894531
	Iteration 42Q: 3 clusters Score -1140920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1140946.750000 Penalty: 4319.894531
	Iteration 43Q: 3 clusters Score -1140947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1140973.250000 Penalty: 4319.894531
	Iteration 44Q: 3 clusters Score -1140973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1141004.750000 Penalty: 4319.894531
	Iteration 45Q: 3 clusters Score -1141005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1141026.250000 Penalty: 4319.894531
	Iteration 46Q: 3 clusters Score -1141026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1141053.500000 Penalty: 4319.894531
	Iteration 47Q: 3 clusters Score -1141054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1141068.375000 Penalty: 4319.894531
	Iteration 48Q: 3 clusters Score -1141068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1141085.625000 Penalty: 4319.894531
	Iteration 49Q: 3 clusters Score -1141086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1141098.875000 Penalty: 4319.894531
	Iteration 50Q: 3 clusters Score -1141099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1141110.625000 Penalty: 4319.894531
	Iteration 51Q: 3 clusters Score -1141111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1141121.125000 Penalty: 4319.894531
	Iteration 52Q: 3 clusters Score -1141121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1141129.250000 Penalty: 4319.894531
	Iteration 53Q: 3 clusters Score -1141129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1141135.250000 Penalty: 4319.894531
	Iteration 54Q: 3 clusters Score -1141135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1141142.000000 Penalty: 4319.894531
	Iteration 55Q: 3 clusters Score -1141142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1141146.125000 Penalty: 4319.894531
	Iteration 56Q: 3 clusters Score -1141146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1141150.250000 Penalty: 4319.894531
	Iteration 57Q: 3 clusters Score -1141150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1141154.000000 Penalty: 4319.894531
	Iteration 58Q: 3 clusters Score -1141154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1141157.750000 Penalty: 4319.894531
	Iteration 59Q: 3 clusters Score -1141158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1141159.250000 Penalty: 4319.894531
	Iteration 60F: 3 clusters Score -1141159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1141158.625000 Penalty: 4319.894531
	Iteration 61Q: 3 clusters Score -1141159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1141160.500000 Penalty: 4319.894531
	Iteration 62Q: 3 clusters Score -1141160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1141160.125000 Penalty: 4319.894531
	Iteration 63Q: 3 clusters Score -1141160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1141162.875000 Penalty: 4319.894531
	Iteration 64Q: 3 clusters Score -1141163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1141163.750000 Penalty: 4319.894531
	Iteration 65Q: 3 clusters Score -1141164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1141164.625000 Penalty: 4319.894531
	Iteration 66Q: 3 clusters Score -1141165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1141164.625000 Penalty: 4319.894531
	Iteration 67F: 3 clusters Score -1141165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Entering Unmasked Estep 
Score: -7400025.000000 Penalty: 2615.883545
	Iteration 0F: 2 clusters Score -7400025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -7377729.000000 Penalty: 5231.767090
	Iteration 0F: 3 clusters Score -7377729 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -7387292.500000 Penalty: 5231.767090
	Iteration 1F: 3 clusters Score -7387292 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -7387790.500000 Penalty: 5231.767090
	Iteration 2Q: 3 clusters Score -7387790 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -7388180.000000 Penalty: 5231.767090
	Iteration 3Q: 3 clusters Score -7388180 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -7388564.000000 Penalty: 5231.767090
	Iteration 4Q: 3 clusters Score -7388564 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -7388992.000000 Penalty: 5231.767090
	Iteration 5Q: 3 clusters Score -7388992 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -7389448.500000 Penalty: 5231.767090
	Iteration 6Q: 3 clusters Score -7389448 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -7390082.000000 Penalty: 5231.767090
	Iteration 7Q: 3 clusters Score -7390082 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -7391033.000000 Penalty: 5231.767090
	Iteration 8Q: 3 clusters Score -7391033 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -7392339.000000 Penalty: 5231.767090
	Iteration 9F: 3 clusters Score -7392339 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -7394094.000000 Penalty: 5231.767090
	Iteration 10F: 3 clusters Score -7394094 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -7395933.500000 Penalty: 5231.767090
	Iteration 11F: 3 clusters Score -7395934 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -7397273.000000 Penalty: 5231.767090
	Iteration 12Q: 3 clusters Score -7397273 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -7398142.500000 Penalty: 5231.767090
	Iteration 13Q: 3 clusters Score -7398142 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -7398836.000000 Penalty: 5231.767090
	Iteration 14Q: 3 clusters Score -7398836 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -7399391.500000 Penalty: 5231.767090
	Iteration 15Q: 3 clusters Score -7399392 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -7399913.000000 Penalty: 5231.767090
	Iteration 16Q: 3 clusters Score -7399913 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -7400177.000000 Penalty: 5231.767090
	Iteration 17Q: 3 clusters Score -7400177 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -7400375.000000 Penalty: 5231.767090
	Iteration 18Q: 3 clusters Score -7400375 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -7400446.000000 Penalty: 5231.767090
	Iteration 19Q: 3 clusters Score -7400446 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -7400503.000000 Penalty: 5231.767090
	Iteration 20F: 3 clusters Score -7400503 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -7400546.500000 Penalty: 5231.767090
	Iteration 21Q: 3 clusters Score -7400546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -7400565.000000 Penalty: 5231.767090
	Iteration 22Q: 3 clusters Score -7400565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -7400580.500000 Penalty: 5231.767090
	Iteration 23Q: 3 clusters Score -7400580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -7400601.500000 Penalty: 5231.767090
	Iteration 24Q: 3 clusters Score -7400602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -7400597.000000 Penalty: 5231.767090
	Iteration 25Q: 3 clusters Score -7400597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -7400588.000000 Penalty: 5231.767090
	Iteration 26Q: 3 clusters Score -7400588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -7400587.500000 Penalty: 5231.767090
	Iteration 27Q: 3 clusters Score -7400588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -7400596.500000 Penalty: 5231.767090
	Iteration 28Q: 3 clusters Score -7400596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -7400588.500000 Penalty: 5231.767090
	Iteration 29Q: 3 clusters Score -7400588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -7400592.000000 Penalty: 5231.767090
	Iteration 30Q: 3 clusters Score -7400592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -7400595.500000 Penalty: 5231.767090
	Iteration 31Q: 3 clusters Score -7400596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -7400603.500000 Penalty: 5231.767090
	Iteration 32Q: 3 clusters Score -7400604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -7400598.500000 Penalty: 5231.767090
	Iteration 33Q: 3 clusters Score -7400598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -7400597.500000 Penalty: 5231.767090
	Iteration 34Q: 3 clusters Score -7400598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -7400606.500000 Penalty: 5231.767090
	Iteration 35Q: 3 clusters Score -7400606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -7400609.500000 Penalty: 5231.767090
	Iteration 36Q: 3 clusters Score -7400610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -7400610.000000 Penalty: 5231.767090
	Iteration 37Q: 3 clusters Score -7400610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -7400610.500000 Penalty: 5231.767090
	Iteration 38Q: 3 clusters Score -7400610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -7400619.000000 Penalty: 5231.767090
	Iteration 39Q: 3 clusters Score -7400619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -7400613.500000 Penalty: 5231.767090
	Iteration 40F: 3 clusters Score -7400614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -7400623.000000 Penalty: 5231.767090
	Iteration 41Q: 3 clusters Score -7400623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -7400622.500000 Penalty: 5231.767090
	Iteration 42Q: 3 clusters Score -7400622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -7400624.000000 Penalty: 5231.767090
	Iteration 43Q: 3 clusters Score -7400624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -7400624.500000 Penalty: 5231.767090
	Iteration 44Q: 3 clusters Score -7400624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -7400624.500000 Penalty: 5231.767090
	Iteration 45F: 3 clusters Score -7400624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 23756 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 22642 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 14342 members 
Entering Unmasked Estep 
Score: -161334432.000000 Penalty: 206342.156250
Splitting cluster 2 changes total score from -161334896.000000 to -161334432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -78641.109375 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -78641.11 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 268 members 
Entering Unmasked Estep 
Score: -77232.335938 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -77232.34 nChanged 132
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: -77664.023438 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -77664.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -77980.539062 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -77980.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -78306.226562 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -78306.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -78417.507812 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -78417.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -78471.046875 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -78471.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -78524.421875 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -78524.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -78573.023438 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -78573.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78589.453125 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -78589.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -78606.164062 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -78606.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78609.546875 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -78609.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78610.820312 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -78610.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78616.429688 Penalty: 3133.313721
	Iteration 12F: 3 clusters Score -78616.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -78632.687500 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -78632.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -78636.015625 Penalty: 3133.313721
	Iteration 14Q: 3 clusters Score -78636.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78639.023438 Penalty: 3133.313721
	Iteration 15Q: 3 clusters Score -78639.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78639.023438 Penalty: 3133.313721
	Iteration 16F: 3 clusters Score -78639.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -1020068.250000 Penalty: 2117.903320
	Iteration 0F: 2 clusters Score -1020068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1015486.875000 Penalty: 4235.806641
	Iteration 0F: 3 clusters Score -1015487 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1016502.062500 Penalty: 4235.806641
	Iteration 1F: 3 clusters Score -1016502 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1016692.687500 Penalty: 4235.806641
	Iteration 2F: 3 clusters Score -1016693 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1016796.250000 Penalty: 4235.806641
	Iteration 3Q: 3 clusters Score -1016796 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1016860.812500 Penalty: 4235.806641
	Iteration 4Q: 3 clusters Score -1016861 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1016897.125000 Penalty: 4235.806641
	Iteration 5Q: 3 clusters Score -1016897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1016923.687500 Penalty: 4235.806641
	Iteration 6Q: 3 clusters Score -1016924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1016944.437500 Penalty: 4235.806641
	Iteration 7Q: 3 clusters Score -1016944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1016961.875000 Penalty: 4235.806641
	Iteration 8Q: 3 clusters Score -1016962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1016977.500000 Penalty: 4235.806641
	Iteration 9Q: 3 clusters Score -1016978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1016994.312500 Penalty: 4235.806641
	Iteration 10Q: 3 clusters Score -1016994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1017007.250000 Penalty: 4235.806641
	Iteration 11Q: 3 clusters Score -1017007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1017018.125000 Penalty: 4235.806641
	Iteration 12Q: 3 clusters Score -1017018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1017027.437500 Penalty: 4235.806641
	Iteration 13Q: 3 clusters Score -1017027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1017033.687500 Penalty: 4235.806641
	Iteration 14Q: 3 clusters Score -1017034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1017037.500000 Penalty: 4235.806641
	Iteration 15Q: 3 clusters Score -1017038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1017044.000000 Penalty: 4235.806641
	Iteration 16Q: 3 clusters Score -1017044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1017050.562500 Penalty: 4235.806641
	Iteration 17Q: 3 clusters Score -1017051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1017052.125000 Penalty: 4235.806641
	Iteration 18Q: 3 clusters Score -1017052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1017055.000000 Penalty: 4235.806641
	Iteration 19Q: 3 clusters Score -1017055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1017058.437500 Penalty: 4235.806641
	Iteration 20F: 3 clusters Score -1017058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1017062.500000 Penalty: 4235.806641
	Iteration 21Q: 3 clusters Score -1017062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1017066.062500 Penalty: 4235.806641
	Iteration 22Q: 3 clusters Score -1017066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1017065.187500 Penalty: 4235.806641
	Iteration 23Q: 3 clusters Score -1017065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1017067.562500 Penalty: 4235.806641
	Iteration 24Q: 3 clusters Score -1017068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1017070.625000 Penalty: 4235.806641
	Iteration 25Q: 3 clusters Score -1017071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1017076.687500 Penalty: 4235.806641
	Iteration 26Q: 3 clusters Score -1017077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1017081.625000 Penalty: 4235.806641
	Iteration 27Q: 3 clusters Score -1017082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1017086.562500 Penalty: 4235.806641
	Iteration 28Q: 3 clusters Score -1017087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1017090.500000 Penalty: 4235.806641
	Iteration 29Q: 3 clusters Score -1017090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1017093.187500 Penalty: 4235.806641
	Iteration 30Q: 3 clusters Score -1017093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1017095.750000 Penalty: 4235.806641
	Iteration 31Q: 3 clusters Score -1017096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1017098.062500 Penalty: 4235.806641
	Iteration 32Q: 3 clusters Score -1017098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1017099.562500 Penalty: 4235.806641
	Iteration 33Q: 3 clusters Score -1017100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1017102.000000 Penalty: 4235.806641
	Iteration 34Q: 3 clusters Score -1017102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1017103.562500 Penalty: 4235.806641
	Iteration 35Q: 3 clusters Score -1017104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1017109.312500 Penalty: 4235.806641
	Iteration 36Q: 3 clusters Score -1017109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1017110.250000 Penalty: 4235.806641
	Iteration 37Q: 3 clusters Score -1017110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1017110.875000 Penalty: 4235.806641
	Iteration 38Q: 3 clusters Score -1017111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1017110.062500 Penalty: 4235.806641
	Iteration 39Q: 3 clusters Score -1017110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1017110.062500 Penalty: 4235.806641
	Iteration 40F: 3 clusters Score -1017110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -31319.234375 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -31319.23 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 141 members 
Entering Unmasked Estep 
Score: -30161.207031 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -30161.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30488.128906 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -30488.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30862.431641 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -30862.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31183.947266 Penalty: 2845.339844
	Iteration 3F: 3 clusters Score -31183.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31415.677734 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -31415.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31541.650391 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -31541.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31553.941406 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -31553.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31576.220703 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -31576.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31588.095703 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -31588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31590.224609 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -31590.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31594.289062 Penalty: 2845.339844
	Iteration 10F: 3 clusters Score -31594.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31659.294922 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -31659.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31668.191406 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -31668.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31670.119141 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -31670.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31670.119141 Penalty: 2845.339844
	Iteration 14F: 3 clusters Score -31670.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 22642 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 170 members 
Entering Unmasked Estep 
Score: -161333440.000000 Penalty: 206342.156250
Splitting cluster 5 changes total score from -161334896.000000 to -161333440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -312964.437500 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -312964.4 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 852 members 
Entering Unmasked Estep 
Score: -310617.500000 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -310617.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -311216.156250 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -311216.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -311456.937500 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -311456.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -311607.500000 Penalty: 3699.832031
	Iteration 3F: 3 clusters Score -311607.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -311694.375000 Penalty: 3699.832031
	Iteration 4Q: 3 clusters Score -311694.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -311781.937500 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -311781.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -311871.843750 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -311871.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -311936.343750 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -311936.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -312007.875000 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -312007.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -312054.968750 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -312055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -312085.500000 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -312085.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -312111.468750 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -312111.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -312122.406250 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -312122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -312128.968750 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -312129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -312138.406250 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -312138.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -312154.656250 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -312154.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -312169.843750 Penalty: 3699.832031
	Iteration 16Q: 3 clusters Score -312169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -312178.250000 Penalty: 3699.832031
	Iteration 17Q: 3 clusters Score -312178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -312187.000000 Penalty: 3699.832031
	Iteration 18Q: 3 clusters Score -312187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -312193.781250 Penalty: 3699.832031
	Iteration 19Q: 3 clusters Score -312193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -312197.781250 Penalty: 3699.832031
	Iteration 20F: 3 clusters Score -312197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -312198.593750 Penalty: 3699.832031
	Iteration 21Q: 3 clusters Score -312198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -312200.718750 Penalty: 3699.832031
	Iteration 22Q: 3 clusters Score -312200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -312201.937500 Penalty: 3699.832031
	Iteration 23Q: 3 clusters Score -312201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -312204.656250 Penalty: 3699.832031
	Iteration 24Q: 3 clusters Score -312204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -312206.062500 Penalty: 3699.832031
	Iteration 25Q: 3 clusters Score -312206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -312206.062500 Penalty: 3699.832031
	Iteration 26F: 3 clusters Score -312206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -682155.062500 Penalty: 2029.343994
	Iteration 0F: 2 clusters Score -682155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -678597.375000 Penalty: 4058.687988
	Iteration 0F: 3 clusters Score -678597.4 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -679617.625000 Penalty: 4058.687988
	Iteration 1F: 3 clusters Score -679617.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -680010.750000 Penalty: 4058.687988
	Iteration 2F: 3 clusters Score -680010.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -680240.812500 Penalty: 4058.687988
	Iteration 3F: 3 clusters Score -680240.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -680435.312500 Penalty: 4058.687988
	Iteration 4F: 3 clusters Score -680435.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -680596.312500 Penalty: 4058.687988
	Iteration 5Q: 3 clusters Score -680596.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -680710.687500 Penalty: 4058.687988
	Iteration 6Q: 3 clusters Score -680710.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -680823.875000 Penalty: 4058.687988
	Iteration 7Q: 3 clusters Score -680823.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -680951.562500 Penalty: 4058.687988
	Iteration 8Q: 3 clusters Score -680951.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -681082.500000 Penalty: 4058.687988
	Iteration 9Q: 3 clusters Score -681082.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -681202.500000 Penalty: 4058.687988
	Iteration 10Q: 3 clusters Score -681202.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -681307.750000 Penalty: 4058.687988
	Iteration 11Q: 3 clusters Score -681307.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -681437.250000 Penalty: 4058.687988
	Iteration 12Q: 3 clusters Score -681437.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -681561.875000 Penalty: 4058.687988
	Iteration 13Q: 3 clusters Score -681561.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -681664.375000 Penalty: 4058.687988
	Iteration 14Q: 3 clusters Score -681664.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -681763.875000 Penalty: 4058.687988
	Iteration 15Q: 3 clusters Score -681763.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -681868.125000 Penalty: 4058.687988
	Iteration 16Q: 3 clusters Score -681868.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -681958.187500 Penalty: 4058.687988
	Iteration 17Q: 3 clusters Score -681958.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -682061.500000 Penalty: 4058.687988
	Iteration 18Q: 3 clusters Score -682061.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -682176.500000 Penalty: 4058.687988
	Iteration 19Q: 3 clusters Score -682176.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -682281.562500 Penalty: 4058.687988
	Iteration 20F: 3 clusters Score -682281.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -682382.312500 Penalty: 4058.687988
	Iteration 21Q: 3 clusters Score -682382.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -682506.812500 Penalty: 4058.687988
	Iteration 22Q: 3 clusters Score -682506.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -682583.000000 Penalty: 4058.687988
	Iteration 23Q: 3 clusters Score -682583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -682622.875000 Penalty: 4058.687988
	Iteration 24Q: 3 clusters Score -682622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -682638.687500 Penalty: 4058.687988
	Iteration 25Q: 3 clusters Score -682638.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -682645.250000 Penalty: 4058.687988
	Iteration 26Q: 3 clusters Score -682645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -682654.062500 Penalty: 4058.687988
	Iteration 27Q: 3 clusters Score -682654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -682664.375000 Penalty: 4058.687988
	Iteration 28Q: 3 clusters Score -682664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -682672.375000 Penalty: 4058.687988
	Iteration 29Q: 3 clusters Score -682672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -682675.187500 Penalty: 4058.687988
	Iteration 30Q: 3 clusters Score -682675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -682676.937500 Penalty: 4058.687988
	Iteration 31Q: 3 clusters Score -682676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -682676.937500 Penalty: 4058.687988
	Iteration 32F: 3 clusters Score -682676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 22642 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 434 members 
Entering Unmasked Estep 
Score: -161334496.000000 Penalty: 206342.156250
Splitting cluster 7 changes total score from -161334896.000000 to -161334496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -150731.406250 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -150731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148928.875000 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -148928.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -149276.625000 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -149276.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -149446.156250 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -149446.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -149535.625000 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -149535.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -149595.703125 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -149595.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -149635.656250 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -149635.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -149666.187500 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -149666.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -149682.421875 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -149682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -149691.234375 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -149691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -149702.437500 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -149702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -149715.906250 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -149715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -149737.843750 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -149737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -149750.484375 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -149750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -149756.390625 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -149756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -149759.640625 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -149759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -149761.562500 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -149761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -149764.015625 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -149764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -149765.031250 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -149765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -149765.031250 Penalty: 3354.886963
	Iteration 18F: 3 clusters Score -149765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -981449.437500 Penalty: 2118.629639
	Iteration 0F: 2 clusters Score -981449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -976940.750000 Penalty: 4237.259277
	Iteration 0F: 3 clusters Score -976940.8 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -978024.687500 Penalty: 4237.259277
	Iteration 1F: 3 clusters Score -978024.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -978273.250000 Penalty: 4237.259277
	Iteration 2F: 3 clusters Score -978273.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -978476.250000 Penalty: 4237.259277
	Iteration 3F: 3 clusters Score -978476.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -978680.312500 Penalty: 4237.259277
	Iteration 4F: 3 clusters Score -978680.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -978866.625000 Penalty: 4237.259277
	Iteration 5Q: 3 clusters Score -978866.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -979065.687500 Penalty: 4237.259277
	Iteration 6Q: 3 clusters Score -979065.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -979233.125000 Penalty: 4237.259277
	Iteration 7Q: 3 clusters Score -979233.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -979357.000000 Penalty: 4237.259277
	Iteration 8Q: 3 clusters Score -979357 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -979460.500000 Penalty: 4237.259277
	Iteration 9Q: 3 clusters Score -979460.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -979538.125000 Penalty: 4237.259277
	Iteration 10Q: 3 clusters Score -979538.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -979601.062500 Penalty: 4237.259277
	Iteration 11Q: 3 clusters Score -979601.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -979634.187500 Penalty: 4237.259277
	Iteration 12Q: 3 clusters Score -979634.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -979670.500000 Penalty: 4237.259277
	Iteration 13Q: 3 clusters Score -979670.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -979705.500000 Penalty: 4237.259277
	Iteration 14Q: 3 clusters Score -979705.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -979733.437500 Penalty: 4237.259277
	Iteration 15Q: 3 clusters Score -979733.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -979749.875000 Penalty: 4237.259277
	Iteration 16Q: 3 clusters Score -979749.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -979771.312500 Penalty: 4237.259277
	Iteration 17Q: 3 clusters Score -979771.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -979783.437500 Penalty: 4237.259277
	Iteration 18Q: 3 clusters Score -979783.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -979798.375000 Penalty: 4237.259277
	Iteration 19Q: 3 clusters Score -979798.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -979815.125000 Penalty: 4237.259277
	Iteration 20F: 3 clusters Score -979815.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -979830.562500 Penalty: 4237.259277
	Iteration 21Q: 3 clusters Score -979830.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -979836.187500 Penalty: 4237.259277
	Iteration 22Q: 3 clusters Score -979836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -979841.625000 Penalty: 4237.259277
	Iteration 23Q: 3 clusters Score -979841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -979848.312500 Penalty: 4237.259277
	Iteration 24Q: 3 clusters Score -979848.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -979852.375000 Penalty: 4237.259277
	Iteration 25Q: 3 clusters Score -979852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -979857.375000 Penalty: 4237.259277
	Iteration 26Q: 3 clusters Score -979857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -979860.500000 Penalty: 4237.259277
	Iteration 27Q: 3 clusters Score -979860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -979861.687500 Penalty: 4237.259277
	Iteration 28Q: 3 clusters Score -979861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -979865.687500 Penalty: 4237.259277
	Iteration 29Q: 3 clusters Score -979865.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -979865.937500 Penalty: 4237.259277
	Iteration 30Q: 3 clusters Score -979865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -979869.500000 Penalty: 4237.259277
	Iteration 31Q: 3 clusters Score -979869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -979868.125000 Penalty: 4237.259277
	Iteration 32Q: 3 clusters Score -979868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -979869.500000 Penalty: 4237.259277
	Iteration 33Q: 3 clusters Score -979869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -979869.500000 Penalty: 4237.259277
	Iteration 34F: 3 clusters Score -979869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Entering Unmasked Estep 
Score: -5663018.500000 Penalty: 2553.282959
	Iteration 0F: 2 clusters Score -5663018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5642945.500000 Penalty: 5106.565918
	Iteration 0F: 3 clusters Score -5642946 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -5650162.000000 Penalty: 5106.565918
	Iteration 1F: 3 clusters Score -5650162 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -5650729.500000 Penalty: 5106.565918
	Iteration 2F: 3 clusters Score -5650730 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5651275.000000 Penalty: 5106.565918
	Iteration 3Q: 3 clusters Score -5651275 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5651863.000000 Penalty: 5106.565918
	Iteration 4Q: 3 clusters Score -5651863 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -5652755.000000 Penalty: 5106.565918
	Iteration 5F: 3 clusters Score -5652755 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5654014.000000 Penalty: 5106.565918
	Iteration 6F: 3 clusters Score -5654014 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -5655711.500000 Penalty: 5106.565918
	Iteration 7F: 3 clusters Score -5655712 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5657566.000000 Penalty: 5106.565918
	Iteration 8F: 3 clusters Score -5657566 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5659108.500000 Penalty: 5106.565918
	Iteration 9F: 3 clusters Score -5659108 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5659967.500000 Penalty: 5106.565918
	Iteration 10Q: 3 clusters Score -5659968 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5660384.500000 Penalty: 5106.565918
	Iteration 11Q: 3 clusters Score -5660384 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5660565.500000 Penalty: 5106.565918
	Iteration 12Q: 3 clusters Score -5660566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5660687.000000 Penalty: 5106.565918
	Iteration 13Q: 3 clusters Score -5660687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5660751.000000 Penalty: 5106.565918
	Iteration 14Q: 3 clusters Score -5660751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5660783.000000 Penalty: 5106.565918
	Iteration 15Q: 3 clusters Score -5660783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5660801.500000 Penalty: 5106.565918
	Iteration 16Q: 3 clusters Score -5660802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5660811.000000 Penalty: 5106.565918
	Iteration 17Q: 3 clusters Score -5660811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5660823.000000 Penalty: 5106.565918
	Iteration 18Q: 3 clusters Score -5660823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5660832.000000 Penalty: 5106.565918
	Iteration 19Q: 3 clusters Score -5660832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5660841.500000 Penalty: 5106.565918
	Iteration 20F: 3 clusters Score -5660842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5660838.500000 Penalty: 5106.565918
	Iteration 21Q: 3 clusters Score -5660838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5660838.500000 Penalty: 5106.565918
	Iteration 22F: 3 clusters Score -5660838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -60556.804688 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -60556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59265.320312 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -59265.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59564.457031 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -59564.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59749.542969 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -59749.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60082.113281 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -60082.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60176.902344 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -60176.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60217.789062 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -60217.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60249.980469 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -60249.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60273.328125 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -60273.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60286.871094 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -60286.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60302.476562 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -60302.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60303.179688 Penalty: 2984.013916
	Iteration 10F: 3 clusters Score -60303.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60309.281250 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -60309.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60316.410156 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -60316.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60316.410156 Penalty: 2984.013916
	Iteration 13F: 3 clusters Score -60316.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -53770.671875 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -53770.67 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 213 members 
Entering Unmasked Estep 
Score: -52522.539062 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -52522.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52745.300781 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -52745.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52812.042969 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -52812.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52856.531250 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -52856.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52912.351562 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -52912.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52945.769531 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -52945.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52977.324219 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -52977.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52992.902344 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -52992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53013.839844 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -53013.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53029.109375 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -53029.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53038.886719 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -53038.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53077.574219 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -53077.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53113.871094 Penalty: 2942.393555
	Iteration 12Q: 3 clusters Score -53113.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53131.656250 Penalty: 2942.393555
	Iteration 13Q: 3 clusters Score -53131.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53140.671875 Penalty: 2942.393555
	Iteration 14Q: 3 clusters Score -53140.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53147.277344 Penalty: 2942.393555
	Iteration 15Q: 3 clusters Score -53147.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53155.343750 Penalty: 2942.393555
	Iteration 16Q: 3 clusters Score -53155.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53156.710938 Penalty: 2942.393555
	Iteration 17Q: 3 clusters Score -53156.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53157.238281 Penalty: 2942.393555
	Iteration 18F: 3 clusters Score -53157.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53182.886719 Penalty: 2942.393555
	Iteration 19Q: 3 clusters Score -53182.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53189.882812 Penalty: 2942.393555
	Iteration 20F: 3 clusters Score -53189.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53195.417969 Penalty: 2942.393555
	Iteration 21Q: 3 clusters Score -53195.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53202.078125 Penalty: 2942.393555
	Iteration 22Q: 3 clusters Score -53202.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53207.507812 Penalty: 2942.393555
	Iteration 23Q: 3 clusters Score -53207.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53210.937500 Penalty: 2942.393555
	Iteration 24Q: 3 clusters Score -53210.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53222.621094 Penalty: 2942.393555
	Iteration 25Q: 3 clusters Score -53222.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53226.039062 Penalty: 2942.393555
	Iteration 26Q: 3 clusters Score -53226.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53243.156250 Penalty: 2942.393555
	Iteration 27Q: 3 clusters Score -53243.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53243.156250 Penalty: 2942.393555
	Iteration 28F: 3 clusters Score -53243.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Entering Unmasked Estep 
Score: -5462864.000000 Penalty: 2545.780518
	Iteration 0F: 2 clusters Score -5462864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -5443152.500000 Penalty: 5091.561035
	Iteration 0F: 3 clusters Score -5443152 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -5450361.500000 Penalty: 5091.561035
	Iteration 1F: 3 clusters Score -5450362 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -5450773.500000 Penalty: 5091.561035
	Iteration 2Q: 3 clusters Score -5450774 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5451186.000000 Penalty: 5091.561035
	Iteration 3Q: 3 clusters Score -5451186 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -5451594.000000 Penalty: 5091.561035
	Iteration 4Q: 3 clusters Score -5451594 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5452038.000000 Penalty: 5091.561035
	Iteration 5Q: 3 clusters Score -5452038 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -5452610.000000 Penalty: 5091.561035
	Iteration 6Q: 3 clusters Score -5452610 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -5453309.500000 Penalty: 5091.561035
	Iteration 7Q: 3 clusters Score -5453310 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5454146.000000 Penalty: 5091.561035
	Iteration 8Q: 3 clusters Score -5454146 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -5455060.000000 Penalty: 5091.561035
	Iteration 9Q: 3 clusters Score -5455060 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5455884.500000 Penalty: 5091.561035
	Iteration 10Q: 3 clusters Score -5455884 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -5456369.500000 Penalty: 5091.561035
	Iteration 11Q: 3 clusters Score -5456370 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -5456635.000000 Penalty: 5091.561035
	Iteration 12Q: 3 clusters Score -5456635 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5456822.000000 Penalty: 5091.561035
	Iteration 13Q: 3 clusters Score -5456822 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -5456929.500000 Penalty: 5091.561035
	Iteration 14Q: 3 clusters Score -5456930 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5457027.500000 Penalty: 5091.561035
	Iteration 15Q: 3 clusters Score -5457028 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5457102.000000 Penalty: 5091.561035
	Iteration 16Q: 3 clusters Score -5457102 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -5457199.000000 Penalty: 5091.561035
	Iteration 17Q: 3 clusters Score -5457199 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -5457283.000000 Penalty: 5091.561035
	Iteration 18Q: 3 clusters Score -5457283 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -5457369.500000 Penalty: 5091.561035
	Iteration 19Q: 3 clusters Score -5457370 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -5457437.000000 Penalty: 5091.561035
	Iteration 20F: 3 clusters Score -5457437 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5457491.500000 Penalty: 5091.561035
	Iteration 21Q: 3 clusters Score -5457492 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -5457578.000000 Penalty: 5091.561035
	Iteration 22Q: 3 clusters Score -5457578 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5457670.500000 Penalty: 5091.561035
	Iteration 23Q: 3 clusters Score -5457670 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -5457743.500000 Penalty: 5091.561035
	Iteration 24Q: 3 clusters Score -5457744 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -5457811.000000 Penalty: 5091.561035
	Iteration 25Q: 3 clusters Score -5457811 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -5457877.000000 Penalty: 5091.561035
	Iteration 26Q: 3 clusters Score -5457877 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -5457906.500000 Penalty: 5091.561035
	Iteration 27Q: 3 clusters Score -5457906 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -5457971.500000 Penalty: 5091.561035
	Iteration 28Q: 3 clusters Score -5457972 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -5458032.500000 Penalty: 5091.561035
	Iteration 29Q: 3 clusters Score -5458032 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -5458112.000000 Penalty: 5091.561035
	Iteration 30Q: 3 clusters Score -5458112 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5458200.500000 Penalty: 5091.561035
	Iteration 31Q: 3 clusters Score -5458200 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -5458291.000000 Penalty: 5091.561035
	Iteration 32Q: 3 clusters Score -5458291 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -5458399.000000 Penalty: 5091.561035
	Iteration 33Q: 3 clusters Score -5458399 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -5458504.500000 Penalty: 5091.561035
	Iteration 34Q: 3 clusters Score -5458504 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -5458601.000000 Penalty: 5091.561035
	Iteration 35Q: 3 clusters Score -5458601 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5458699.500000 Penalty: 5091.561035
	Iteration 36Q: 3 clusters Score -5458700 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5458819.500000 Penalty: 5091.561035
	Iteration 37Q: 3 clusters Score -5458820 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -5458918.500000 Penalty: 5091.561035
	Iteration 38Q: 3 clusters Score -5458918 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -5459035.000000 Penalty: 5091.561035
	Iteration 39Q: 3 clusters Score -5459035 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -5459131.000000 Penalty: 5091.561035
	Iteration 40F: 3 clusters Score -5459131 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -5459270.500000 Penalty: 5091.561035
	Iteration 41Q: 3 clusters Score -5459270 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5459413.500000 Penalty: 5091.561035
	Iteration 42Q: 3 clusters Score -5459414 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5459581.500000 Penalty: 5091.561035
	Iteration 43Q: 3 clusters Score -5459582 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5459715.000000 Penalty: 5091.561035
	Iteration 44Q: 3 clusters Score -5459715 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -5459852.500000 Penalty: 5091.561035
	Iteration 45Q: 3 clusters Score -5459852 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -5459970.000000 Penalty: 5091.561035
	Iteration 46Q: 3 clusters Score -5459970 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5460091.000000 Penalty: 5091.561035
	Iteration 47Q: 3 clusters Score -5460091 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5460179.000000 Penalty: 5091.561035
	Iteration 48Q: 3 clusters Score -5460179 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5460265.500000 Penalty: 5091.561035
	Iteration 49Q: 3 clusters Score -5460266 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -5460350.000000 Penalty: 5091.561035
	Iteration 50Q: 3 clusters Score -5460350 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5460417.500000 Penalty: 5091.561035
	Iteration 51Q: 3 clusters Score -5460418 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5460419.000000 Penalty: 5091.561035
	Iteration 52Q: 3 clusters Score -5460419 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5460427.000000 Penalty: 5091.561035
	Iteration 53Q: 3 clusters Score -5460427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5460439.500000 Penalty: 5091.561035
	Iteration 54Q: 3 clusters Score -5460440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5460460.500000 Penalty: 5091.561035
	Iteration 55Q: 3 clusters Score -5460460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5460462.500000 Penalty: 5091.561035
	Iteration 56Q: 3 clusters Score -5460462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5460498.500000 Penalty: 5091.561035
	Iteration 57Q: 3 clusters Score -5460498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5460507.500000 Penalty: 5091.561035
	Iteration 58Q: 3 clusters Score -5460508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5460517.000000 Penalty: 5091.561035
	Iteration 59Q: 3 clusters Score -5460517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5460541.500000 Penalty: 5091.561035
	Iteration 60F: 3 clusters Score -5460542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5460538.000000 Penalty: 5091.561035
	Iteration 61Q: 3 clusters Score -5460538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5460548.500000 Penalty: 5091.561035
	Iteration 62Q: 3 clusters Score -5460548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5460558.500000 Penalty: 5091.561035
	Iteration 63Q: 3 clusters Score -5460558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5460557.000000 Penalty: 5091.561035
	Iteration 64Q: 3 clusters Score -5460557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5460560.500000 Penalty: 5091.561035
	Iteration 65Q: 3 clusters Score -5460560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5460573.500000 Penalty: 5091.561035
	Iteration 66Q: 3 clusters Score -5460574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5460583.000000 Penalty: 5091.561035
	Iteration 67Q: 3 clusters Score -5460583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5460588.000000 Penalty: 5091.561035
	Iteration 68Q: 3 clusters Score -5460588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5460586.000000 Penalty: 5091.561035
	Iteration 69Q: 3 clusters Score -5460586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5460597.500000 Penalty: 5091.561035
	Iteration 70Q: 3 clusters Score -5460598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5460612.500000 Penalty: 5091.561035
	Iteration 71Q: 3 clusters Score -5460612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5460616.500000 Penalty: 5091.561035
	Iteration 72Q: 3 clusters Score -5460616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5460620.500000 Penalty: 5091.561035
	Iteration 73Q: 3 clusters Score -5460620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5460613.000000 Penalty: 5091.561035
	Iteration 74Q: 3 clusters Score -5460613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5460613.500000 Penalty: 5091.561035
	Iteration 75Q: 3 clusters Score -5460614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5460620.500000 Penalty: 5091.561035
	Iteration 76Q: 3 clusters Score -5460620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5460623.500000 Penalty: 5091.561035
	Iteration 77Q: 3 clusters Score -5460624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5460627.000000 Penalty: 5091.561035
	Iteration 78Q: 3 clusters Score -5460627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5460625.500000 Penalty: 5091.561035
	Iteration 79Q: 3 clusters Score -5460626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5460622.500000 Penalty: 5091.561035
	Iteration 80F: 3 clusters Score -5460622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5460625.500000 Penalty: 5091.561035
	Iteration 81Q: 3 clusters Score -5460626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5460625.000000 Penalty: 5091.561035
	Iteration 82Q: 3 clusters Score -5460625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5460619.000000 Penalty: 5091.561035
	Iteration 83Q: 3 clusters Score -5460619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5460624.500000 Penalty: 5091.561035
	Iteration 84Q: 3 clusters Score -5460624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5460623.500000 Penalty: 5091.561035
	Iteration 85Q: 3 clusters Score -5460624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5460630.000000 Penalty: 5091.561035
	Iteration 86Q: 3 clusters Score -5460630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5460625.000000 Penalty: 5091.561035
	Iteration 87Q: 3 clusters Score -5460625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5460625.000000 Penalty: 5091.561035
	Iteration 88F: 3 clusters Score -5460625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Entering Unmasked Estep 
Score: -10646339.000000 Penalty: 2716.312744
	Iteration 0F: 2 clusters Score -1.064634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -10608789.000000 Penalty: 5432.625488
	Iteration 0F: 3 clusters Score -1.060879e+07 nChanged 26665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -10623820.000000 Penalty: 5432.625488
	Iteration 1F: 3 clusters Score -1.062382e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -10624531.000000 Penalty: 5432.625488
	Iteration 2Q: 3 clusters Score -1.062453e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -10625307.000000 Penalty: 5432.625488
	Iteration 3Q: 3 clusters Score -1.062531e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -10626311.000000 Penalty: 5432.625488
	Iteration 4Q: 3 clusters Score -1.062631e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -10627996.000000 Penalty: 5432.625488
	Iteration 5F: 3 clusters Score -1.0628e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -10630502.000000 Penalty: 5432.625488
	Iteration 6F: 3 clusters Score -1.06305e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -10633964.000000 Penalty: 5432.625488
	Iteration 7F: 3 clusters Score -1.063396e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -10637346.000000 Penalty: 5432.625488
	Iteration 8F: 3 clusters Score -1.063735e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -10640010.000000 Penalty: 5432.625488
	Iteration 9F: 3 clusters Score -1.064001e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10642053.000000 Penalty: 5432.625488
	Iteration 10Q: 3 clusters Score -1.064205e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10643171.000000 Penalty: 5432.625488
	Iteration 11Q: 3 clusters Score -1.064317e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10643583.000000 Penalty: 5432.625488
	Iteration 12Q: 3 clusters Score -1.064358e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10643816.000000 Penalty: 5432.625488
	Iteration 13Q: 3 clusters Score -1.064382e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10643899.000000 Penalty: 5432.625488
	Iteration 14Q: 3 clusters Score -1.06439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10643944.000000 Penalty: 5432.625488
	Iteration 15Q: 3 clusters Score -1.064394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10643955.000000 Penalty: 5432.625488
	Iteration 16Q: 3 clusters Score -1.064396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10643958.000000 Penalty: 5432.625488
	Iteration 17Q: 3 clusters Score -1.064396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10643967.000000 Penalty: 5432.625488
	Iteration 18Q: 3 clusters Score -1.064397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10643971.000000 Penalty: 5432.625488
	Iteration 19Q: 3 clusters Score -1.064397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10643969.000000 Penalty: 5432.625488
	Iteration 20F: 3 clusters Score -1.064397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Entering Unmasked Estep 
Score: -3686840.750000 Penalty: 2428.609131
	Iteration 0F: 2 clusters Score -3686841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3674229.500000 Penalty: 4857.218262
	Iteration 0F: 3 clusters Score -3674230 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3678332.500000 Penalty: 4857.218262
	Iteration 1F: 3 clusters Score -3678332 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3678757.750000 Penalty: 4857.218262
	Iteration 2F: 3 clusters Score -3678758 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3679161.750000 Penalty: 4857.218262
	Iteration 3F: 3 clusters Score -3679162 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3679562.250000 Penalty: 4857.218262
	Iteration 4Q: 3 clusters Score -3679562 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3679998.250000 Penalty: 4857.218262
	Iteration 5Q: 3 clusters Score -3679998 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3680559.000000 Penalty: 4857.218262
	Iteration 6F: 3 clusters Score -3680559 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3681271.500000 Penalty: 4857.218262
	Iteration 7F: 3 clusters Score -3681272 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3682064.000000 Penalty: 4857.218262
	Iteration 8F: 3 clusters Score -3682064 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3682844.500000 Penalty: 4857.218262
	Iteration 9F: 3 clusters Score -3682844 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3683509.250000 Penalty: 4857.218262
	Iteration 10Q: 3 clusters Score -3683509 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3683972.250000 Penalty: 4857.218262
	Iteration 11Q: 3 clusters Score -3683972 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3684255.250000 Penalty: 4857.218262
	Iteration 12Q: 3 clusters Score -3684255 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3684441.500000 Penalty: 4857.218262
	Iteration 13Q: 3 clusters Score -3684442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3684533.500000 Penalty: 4857.218262
	Iteration 14Q: 3 clusters Score -3684534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3684594.000000 Penalty: 4857.218262
	Iteration 15Q: 3 clusters Score -3684594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3684631.250000 Penalty: 4857.218262
	Iteration 16Q: 3 clusters Score -3684631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3684653.250000 Penalty: 4857.218262
	Iteration 17Q: 3 clusters Score -3684653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3684683.750000 Penalty: 4857.218262
	Iteration 18Q: 3 clusters Score -3684684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3684701.750000 Penalty: 4857.218262
	Iteration 19Q: 3 clusters Score -3684702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3684713.250000 Penalty: 4857.218262
	Iteration 20F: 3 clusters Score -3684713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3684719.500000 Penalty: 4857.218262
	Iteration 21Q: 3 clusters Score -3684720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3684720.500000 Penalty: 4857.218262
	Iteration 22Q: 3 clusters Score -3684720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3684728.250000 Penalty: 4857.218262
	Iteration 23Q: 3 clusters Score -3684728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3684731.000000 Penalty: 4857.218262
	Iteration 24Q: 3 clusters Score -3684731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3684735.250000 Penalty: 4857.218262
	Iteration 25Q: 3 clusters Score -3684735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3684734.250000 Penalty: 4857.218262
	Iteration 26Q: 3 clusters Score -3684734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3684734.250000 Penalty: 4857.218262
	Iteration 27F: 3 clusters Score -3684734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Entering Unmasked Estep 
Score: -4779818.000000 Penalty: 2486.835449
	Iteration 0F: 2 clusters Score -4779818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -4769119.500000 Penalty: 4973.670898
	Iteration 0F: 3 clusters Score -4769120 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -4774323.500000 Penalty: 4973.670898
	Iteration 1F: 3 clusters Score -4774324 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4774786.500000 Penalty: 4973.670898
	Iteration 2F: 3 clusters Score -4774786 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4775126.000000 Penalty: 4973.670898
	Iteration 3Q: 3 clusters Score -4775126 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4775465.500000 Penalty: 4973.670898
	Iteration 4Q: 3 clusters Score -4775466 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -4775807.000000 Penalty: 4973.670898
	Iteration 5Q: 3 clusters Score -4775807 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4776062.000000 Penalty: 4973.670898
	Iteration 6Q: 3 clusters Score -4776062 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -4776362.500000 Penalty: 4973.670898
	Iteration 7Q: 3 clusters Score -4776362 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4776696.500000 Penalty: 4973.670898
	Iteration 8Q: 3 clusters Score -4776696 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4777160.000000 Penalty: 4973.670898
	Iteration 9Q: 3 clusters Score -4777160 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4777784.000000 Penalty: 4973.670898
	Iteration 10Q: 3 clusters Score -4777784 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4778480.500000 Penalty: 4973.670898
	Iteration 11Q: 3 clusters Score -4778480 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -4779064.500000 Penalty: 4973.670898
	Iteration 12Q: 3 clusters Score -4779064 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4779405.000000 Penalty: 4973.670898
	Iteration 13Q: 3 clusters Score -4779405 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4779606.000000 Penalty: 4973.670898
	Iteration 14Q: 3 clusters Score -4779606 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4779802.500000 Penalty: 4973.670898
	Iteration 15Q: 3 clusters Score -4779802 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4779968.500000 Penalty: 4973.670898
	Iteration 16Q: 3 clusters Score -4779968 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -4780135.000000 Penalty: 4973.670898
	Iteration 17Q: 3 clusters Score -4780135 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4780295.500000 Penalty: 4973.670898
	Iteration 18Q: 3 clusters Score -4780296 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -4780407.500000 Penalty: 4973.670898
	Iteration 19Q: 3 clusters Score -4780408 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4780528.000000 Penalty: 4973.670898
	Iteration 20F: 3 clusters Score -4780528 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -4780631.000000 Penalty: 4973.670898
	Iteration 21Q: 3 clusters Score -4780631 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4780755.000000 Penalty: 4973.670898
	Iteration 22Q: 3 clusters Score -4780755 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4780853.500000 Penalty: 4973.670898
	Iteration 23Q: 3 clusters Score -4780854 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4780927.000000 Penalty: 4973.670898
	Iteration 24Q: 3 clusters Score -4780927 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -4781018.500000 Penalty: 4973.670898
	Iteration 25Q: 3 clusters Score -4781018 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4781094.500000 Penalty: 4973.670898
	Iteration 26Q: 3 clusters Score -4781094 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4781123.500000 Penalty: 4973.670898
	Iteration 27Q: 3 clusters Score -4781124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4781174.500000 Penalty: 4973.670898
	Iteration 28Q: 3 clusters Score -4781174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4781190.500000 Penalty: 4973.670898
	Iteration 29Q: 3 clusters Score -4781190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4781218.500000 Penalty: 4973.670898
	Iteration 30Q: 3 clusters Score -4781218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -4781209.000000 Penalty: 4973.670898
	Iteration 31Q: 3 clusters Score -4781209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -4781220.000000 Penalty: 4973.670898
	Iteration 32Q: 3 clusters Score -4781220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4781214.500000 Penalty: 4973.670898
	Iteration 33Q: 3 clusters Score -4781214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -4781212.500000 Penalty: 4973.670898
	Iteration 34Q: 3 clusters Score -4781212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4781210.000000 Penalty: 4973.670898
	Iteration 35Q: 3 clusters Score -4781210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4781206.500000 Penalty: 4973.670898
	Iteration 36Q: 3 clusters Score -4781206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4781205.000000 Penalty: 4973.670898
	Iteration 37Q: 3 clusters Score -4781205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -4781203.500000 Penalty: 4973.670898
	Iteration 38Q: 3 clusters Score -4781204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4781217.000000 Penalty: 4973.670898
	Iteration 39Q: 3 clusters Score -4781217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4781225.000000 Penalty: 4973.670898
	Iteration 40F: 3 clusters Score -4781225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4781225.000000 Penalty: 4973.670898
	Iteration 41Q: 3 clusters Score -4781225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4781212.000000 Penalty: 4973.670898
	Iteration 42Q: 3 clusters Score -4781212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4781217.000000 Penalty: 4973.670898
	Iteration 43Q: 3 clusters Score -4781217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -4781218.500000 Penalty: 4973.670898
	Iteration 44Q: 3 clusters Score -4781218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -4781217.000000 Penalty: 4973.670898
	Iteration 45Q: 3 clusters Score -4781217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4781216.000000 Penalty: 4973.670898
	Iteration 46Q: 3 clusters Score -4781216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4781221.000000 Penalty: 4973.670898
	Iteration 47Q: 3 clusters Score -4781221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -4781223.000000 Penalty: 4973.670898
	Iteration 48Q: 3 clusters Score -4781223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4781219.500000 Penalty: 4973.670898
	Iteration 49Q: 3 clusters Score -4781220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4781220.000000 Penalty: 4973.670898
	Iteration 50Q: 3 clusters Score -4781220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4781218.500000 Penalty: 4973.670898
	Iteration 51Q: 3 clusters Score -4781218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -4781218.000000 Penalty: 4973.670898
	Iteration 52Q: 3 clusters Score -4781218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -4781217.500000 Penalty: 4973.670898
	Iteration 53Q: 3 clusters Score -4781218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4781220.500000 Penalty: 4973.670898
	Iteration 54Q: 3 clusters Score -4781220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4781220.500000 Penalty: 4973.670898
	Iteration 55Q: 3 clusters Score -4781220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4781219.000000 Penalty: 4973.670898
	Iteration 56Q: 3 clusters Score -4781219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4781219.000000 Penalty: 4973.670898
	Iteration 57F: 3 clusters Score -4781219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 13193 members 
Entering Unmasked Estep 
Score: -161335232.000000 Penalty: 206342.156250
Splitting cluster 16 changes total score from -161334896.000000 to -161335232.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 17 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -1319495.375000 Penalty: 2204.479980
	Iteration 0F: 2 clusters Score -1319495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1313612.375000 Penalty: 4408.959961
	Iteration 0F: 3 clusters Score -1313612 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1315286.375000 Penalty: 4408.959961
	Iteration 1F: 3 clusters Score -1315286 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1315631.250000 Penalty: 4408.959961
	Iteration 2F: 3 clusters Score -1315631 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1315931.500000 Penalty: 4408.959961
	Iteration 3F: 3 clusters Score -1315932 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1316207.250000 Penalty: 4408.959961
	Iteration 4F: 3 clusters Score -1316207 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1316492.375000 Penalty: 4408.959961
	Iteration 5F: 3 clusters Score -1316492 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1316815.125000 Penalty: 4408.959961
	Iteration 6F: 3 clusters Score -1316815 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1317165.250000 Penalty: 4408.959961
	Iteration 7F: 3 clusters Score -1317165 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1317503.000000 Penalty: 4408.959961
	Iteration 8F: 3 clusters Score -1317503 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1317766.750000 Penalty: 4408.959961
	Iteration 9Q: 3 clusters Score -1317767 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1317937.125000 Penalty: 4408.959961
	Iteration 10Q: 3 clusters Score -1317937 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1318056.750000 Penalty: 4408.959961
	Iteration 11Q: 3 clusters Score -1318057 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1318142.250000 Penalty: 4408.959961
	Iteration 12Q: 3 clusters Score -1318142 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1318194.125000 Penalty: 4408.959961
	Iteration 13Q: 3 clusters Score -1318194 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1318238.500000 Penalty: 4408.959961
	Iteration 14Q: 3 clusters Score -1318238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1318278.375000 Penalty: 4408.959961
	Iteration 15Q: 3 clusters Score -1318278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1318308.250000 Penalty: 4408.959961
	Iteration 16Q: 3 clusters Score -1318308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1318330.125000 Penalty: 4408.959961
	Iteration 17Q: 3 clusters Score -1318330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1318343.375000 Penalty: 4408.959961
	Iteration 18Q: 3 clusters Score -1318343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1318365.875000 Penalty: 4408.959961
	Iteration 19Q: 3 clusters Score -1318366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1318377.875000 Penalty: 4408.959961
	Iteration 20F: 3 clusters Score -1318378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1318393.375000 Penalty: 4408.959961
	Iteration 21Q: 3 clusters Score -1318393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1318405.875000 Penalty: 4408.959961
	Iteration 22Q: 3 clusters Score -1318406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1318418.375000 Penalty: 4408.959961
	Iteration 23Q: 3 clusters Score -1318418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1318427.375000 Penalty: 4408.959961
	Iteration 24Q: 3 clusters Score -1318427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1318438.750000 Penalty: 4408.959961
	Iteration 25Q: 3 clusters Score -1318439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1318449.750000 Penalty: 4408.959961
	Iteration 26Q: 3 clusters Score -1318450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1318464.250000 Penalty: 4408.959961
	Iteration 27Q: 3 clusters Score -1318464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1318489.000000 Penalty: 4408.959961
	Iteration 28Q: 3 clusters Score -1318489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1318504.500000 Penalty: 4408.959961
	Iteration 29Q: 3 clusters Score -1318504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1318515.000000 Penalty: 4408.959961
	Iteration 30Q: 3 clusters Score -1318515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1318524.500000 Penalty: 4408.959961
	Iteration 31Q: 3 clusters Score -1318524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1318536.125000 Penalty: 4408.959961
	Iteration 32Q: 3 clusters Score -1318536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1318559.125000 Penalty: 4408.959961
	Iteration 33Q: 3 clusters Score -1318559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1318575.125000 Penalty: 4408.959961
	Iteration 34Q: 3 clusters Score -1318575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1318584.375000 Penalty: 4408.959961
	Iteration 35Q: 3 clusters Score -1318584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1318599.625000 Penalty: 4408.959961
	Iteration 36Q: 3 clusters Score -1318600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1318611.750000 Penalty: 4408.959961
	Iteration 37Q: 3 clusters Score -1318612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1318622.375000 Penalty: 4408.959961
	Iteration 38Q: 3 clusters Score -1318622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1318626.875000 Penalty: 4408.959961
	Iteration 39Q: 3 clusters Score -1318627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1318635.750000 Penalty: 4408.959961
	Iteration 40F: 3 clusters Score -1318636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1318649.875000 Penalty: 4408.959961
	Iteration 41Q: 3 clusters Score -1318650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1318655.625000 Penalty: 4408.959961
	Iteration 42Q: 3 clusters Score -1318656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1318659.625000 Penalty: 4408.959961
	Iteration 43Q: 3 clusters Score -1318660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1318675.750000 Penalty: 4408.959961
	Iteration 44Q: 3 clusters Score -1318676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1318679.375000 Penalty: 4408.959961
	Iteration 45Q: 3 clusters Score -1318679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1318682.375000 Penalty: 4408.959961
	Iteration 46Q: 3 clusters Score -1318682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1318692.250000 Penalty: 4408.959961
	Iteration 47Q: 3 clusters Score -1318692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1318694.250000 Penalty: 4408.959961
	Iteration 48Q: 3 clusters Score -1318694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1318695.750000 Penalty: 4408.959961
	Iteration 49Q: 3 clusters Score -1318696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1318698.250000 Penalty: 4408.959961
	Iteration 50Q: 3 clusters Score -1318698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1318704.000000 Penalty: 4408.959961
	Iteration 51Q: 3 clusters Score -1318704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1318708.250000 Penalty: 4408.959961
	Iteration 52Q: 3 clusters Score -1318708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1318713.000000 Penalty: 4408.959961
	Iteration 53Q: 3 clusters Score -1318713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1318716.625000 Penalty: 4408.959961
	Iteration 54Q: 3 clusters Score -1318717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1318718.000000 Penalty: 4408.959961
	Iteration 55Q: 3 clusters Score -1318718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1318721.625000 Penalty: 4408.959961
	Iteration 56Q: 3 clusters Score -1318722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1318724.625000 Penalty: 4408.959961
	Iteration 57Q: 3 clusters Score -1318725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1318731.750000 Penalty: 4408.959961
	Iteration 58Q: 3 clusters Score -1318732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1318750.750000 Penalty: 4408.959961
	Iteration 59Q: 3 clusters Score -1318751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1318778.000000 Penalty: 4408.959961
	Iteration 60F: 3 clusters Score -1318778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1318789.625000 Penalty: 4408.959961
	Iteration 61Q: 3 clusters Score -1318790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1318807.125000 Penalty: 4408.959961
	Iteration 62Q: 3 clusters Score -1318807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1318819.625000 Penalty: 4408.959961
	Iteration 63Q: 3 clusters Score -1318820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1318830.375000 Penalty: 4408.959961
	Iteration 64Q: 3 clusters Score -1318830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1318835.375000 Penalty: 4408.959961
	Iteration 65Q: 3 clusters Score -1318835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1318844.500000 Penalty: 4408.959961
	Iteration 66Q: 3 clusters Score -1318844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1318847.250000 Penalty: 4408.959961
	Iteration 67Q: 3 clusters Score -1318847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1318855.000000 Penalty: 4408.959961
	Iteration 68Q: 3 clusters Score -1318855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1318868.250000 Penalty: 4408.959961
	Iteration 69Q: 3 clusters Score -1318868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1318876.375000 Penalty: 4408.959961
	Iteration 70Q: 3 clusters Score -1318876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1318886.875000 Penalty: 4408.959961
	Iteration 71Q: 3 clusters Score -1318887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1318896.125000 Penalty: 4408.959961
	Iteration 72Q: 3 clusters Score -1318896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1318900.625000 Penalty: 4408.959961
	Iteration 73Q: 3 clusters Score -1318901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1318905.250000 Penalty: 4408.959961
	Iteration 74Q: 3 clusters Score -1318905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1318911.000000 Penalty: 4408.959961
	Iteration 75Q: 3 clusters Score -1318911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1318917.750000 Penalty: 4408.959961
	Iteration 76Q: 3 clusters Score -1318918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1318920.375000 Penalty: 4408.959961
	Iteration 77Q: 3 clusters Score -1318920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1318920.375000 Penalty: 4408.959961
	Iteration 78Q: 3 clusters Score -1318920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1318924.375000 Penalty: 4408.959961
	Iteration 79Q: 3 clusters Score -1318924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1318925.125000 Penalty: 4408.959961
	Iteration 80F: 3 clusters Score -1318925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1318930.625000 Penalty: 4408.959961
	Iteration 81Q: 3 clusters Score -1318931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1318931.125000 Penalty: 4408.959961
	Iteration 82Q: 3 clusters Score -1318931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1318932.500000 Penalty: 4408.959961
	Iteration 83Q: 3 clusters Score -1318932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1318932.375000 Penalty: 4408.959961
	Iteration 84Q: 3 clusters Score -1318932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1318934.250000 Penalty: 4408.959961
	Iteration 85Q: 3 clusters Score -1318934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1318934.750000 Penalty: 4408.959961
	Iteration 86Q: 3 clusters Score -1318935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1318934.750000 Penalty: 4408.959961
	Iteration 87F: 3 clusters Score -1318935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Entering Unmasked Estep 
Score: -4994417.500000 Penalty: 2519.983887
	Iteration 0F: 2 clusters Score -4994418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4976611.000000 Penalty: 5039.967773
	Iteration 0F: 3 clusters Score -4976611 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4982925.000000 Penalty: 5039.967773
	Iteration 1F: 3 clusters Score -4982925 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4983354.000000 Penalty: 5039.967773
	Iteration 2Q: 3 clusters Score -4983354 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -4983669.500000 Penalty: 5039.967773
	Iteration 3Q: 3 clusters Score -4983670 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4983945.000000 Penalty: 5039.967773
	Iteration 4Q: 3 clusters Score -4983945 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -4984344.500000 Penalty: 5039.967773
	Iteration 5Q: 3 clusters Score -4984344 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4984857.500000 Penalty: 5039.967773
	Iteration 6Q: 3 clusters Score -4984858 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4985595.000000 Penalty: 5039.967773
	Iteration 7Q: 3 clusters Score -4985595 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4986635.500000 Penalty: 5039.967773
	Iteration 8F: 3 clusters Score -4986636 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4988148.500000 Penalty: 5039.967773
	Iteration 9F: 3 clusters Score -4988148 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4989975.000000 Penalty: 5039.967773
	Iteration 10F: 3 clusters Score -4989975 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4991591.000000 Penalty: 5039.967773
	Iteration 11F: 3 clusters Score -4991591 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4992594.500000 Penalty: 5039.967773
	Iteration 12Q: 3 clusters Score -4992594 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4993059.000000 Penalty: 5039.967773
	Iteration 13Q: 3 clusters Score -4993059 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4993234.000000 Penalty: 5039.967773
	Iteration 14Q: 3 clusters Score -4993234 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4993324.500000 Penalty: 5039.967773
	Iteration 15Q: 3 clusters Score -4993324 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -4993383.500000 Penalty: 5039.967773
	Iteration 16Q: 3 clusters Score -4993384 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4993432.000000 Penalty: 5039.967773
	Iteration 17Q: 3 clusters Score -4993432 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4993456.000000 Penalty: 5039.967773
	Iteration 18Q: 3 clusters Score -4993456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -4993460.000000 Penalty: 5039.967773
	Iteration 19Q: 3 clusters Score -4993460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4993485.500000 Penalty: 5039.967773
	Iteration 20F: 3 clusters Score -4993486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4993492.000000 Penalty: 5039.967773
	Iteration 21Q: 3 clusters Score -4993492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -4993505.500000 Penalty: 5039.967773
	Iteration 22Q: 3 clusters Score -4993506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4993505.000000 Penalty: 5039.967773
	Iteration 23Q: 3 clusters Score -4993505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4993515.500000 Penalty: 5039.967773
	Iteration 24Q: 3 clusters Score -4993516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4993516.500000 Penalty: 5039.967773
	Iteration 25Q: 3 clusters Score -4993516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4993514.000000 Penalty: 5039.967773
	Iteration 26Q: 3 clusters Score -4993514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4993525.000000 Penalty: 5039.967773
	Iteration 27Q: 3 clusters Score -4993525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4993522.500000 Penalty: 5039.967773
	Iteration 28Q: 3 clusters Score -4993522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4993524.000000 Penalty: 5039.967773
	Iteration 29Q: 3 clusters Score -4993524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4993525.000000 Penalty: 5039.967773
	Iteration 30Q: 3 clusters Score -4993525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4993525.000000 Penalty: 5039.967773
	Iteration 31F: 3 clusters Score -4993525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Entering Unmasked Estep 
Score: -7699300.500000 Penalty: 2625.240967
	Iteration 0F: 2 clusters Score -7699300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -7676008.500000 Penalty: 5250.481934
	Iteration 0F: 3 clusters Score -7676008 nChanged 18083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -7685783.000000 Penalty: 5250.481934
	Iteration 1F: 3 clusters Score -7685783 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -7686248.500000 Penalty: 5250.481934
	Iteration 2Q: 3 clusters Score -7686248 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -7686687.500000 Penalty: 5250.481934
	Iteration 3Q: 3 clusters Score -7686688 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -7687232.500000 Penalty: 5250.481934
	Iteration 4Q: 3 clusters Score -7687232 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -7687996.500000 Penalty: 5250.481934
	Iteration 5Q: 3 clusters Score -7687996 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -7689060.000000 Penalty: 5250.481934
	Iteration 6F: 3 clusters Score -7689060 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -7690506.000000 Penalty: 5250.481934
	Iteration 7F: 3 clusters Score -7690506 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -7692042.000000 Penalty: 5250.481934
	Iteration 8F: 3 clusters Score -7692042 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -7693398.500000 Penalty: 5250.481934
	Iteration 9F: 3 clusters Score -7693398 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7694339.500000 Penalty: 5250.481934
	Iteration 10Q: 3 clusters Score -7694340 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -7695082.500000 Penalty: 5250.481934
	Iteration 11Q: 3 clusters Score -7695082 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -7695581.000000 Penalty: 5250.481934
	Iteration 12Q: 3 clusters Score -7695581 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -7695975.500000 Penalty: 5250.481934
	Iteration 13Q: 3 clusters Score -7695976 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -7696202.500000 Penalty: 5250.481934
	Iteration 14Q: 3 clusters Score -7696202 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7696367.500000 Penalty: 5250.481934
	Iteration 15Q: 3 clusters Score -7696368 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -7696472.000000 Penalty: 5250.481934
	Iteration 16Q: 3 clusters Score -7696472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -7696549.500000 Penalty: 5250.481934
	Iteration 17Q: 3 clusters Score -7696550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -7696623.500000 Penalty: 5250.481934
	Iteration 18Q: 3 clusters Score -7696624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7696664.000000 Penalty: 5250.481934
	Iteration 19Q: 3 clusters Score -7696664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7696679.500000 Penalty: 5250.481934
	Iteration 20F: 3 clusters Score -7696680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -7696703.000000 Penalty: 5250.481934
	Iteration 21Q: 3 clusters Score -7696703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -7696733.000000 Penalty: 5250.481934
	Iteration 22Q: 3 clusters Score -7696733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -7696749.000000 Penalty: 5250.481934
	Iteration 23Q: 3 clusters Score -7696749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -7696770.000000 Penalty: 5250.481934
	Iteration 24Q: 3 clusters Score -7696770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7696784.000000 Penalty: 5250.481934
	Iteration 25Q: 3 clusters Score -7696784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -7696819.500000 Penalty: 5250.481934
	Iteration 26Q: 3 clusters Score -7696820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -7696817.000000 Penalty: 5250.481934
	Iteration 27Q: 3 clusters Score -7696817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -7696827.500000 Penalty: 5250.481934
	Iteration 28Q: 3 clusters Score -7696828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -7696831.500000 Penalty: 5250.481934
	Iteration 29Q: 3 clusters Score -7696832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -7696833.500000 Penalty: 5250.481934
	Iteration 30Q: 3 clusters Score -7696834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7696838.000000 Penalty: 5250.481934
	Iteration 31Q: 3 clusters Score -7696838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7696844.500000 Penalty: 5250.481934
	Iteration 32Q: 3 clusters Score -7696844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -7696854.000000 Penalty: 5250.481934
	Iteration 33Q: 3 clusters Score -7696854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -7696861.500000 Penalty: 5250.481934
	Iteration 34Q: 3 clusters Score -7696862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7696861.000000 Penalty: 5250.481934
	Iteration 35Q: 3 clusters Score -7696861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -7696866.500000 Penalty: 5250.481934
	Iteration 36Q: 3 clusters Score -7696866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -7696863.000000 Penalty: 5250.481934
	Iteration 37Q: 3 clusters Score -7696863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -7696879.000000 Penalty: 5250.481934
	Iteration 38Q: 3 clusters Score -7696879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -7696880.500000 Penalty: 5250.481934
	Iteration 39Q: 3 clusters Score -7696880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -7696891.000000 Penalty: 5250.481934
	Iteration 40F: 3 clusters Score -7696891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7696892.000000 Penalty: 5250.481934
	Iteration 41Q: 3 clusters Score -7696892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7696901.000000 Penalty: 5250.481934
	Iteration 42Q: 3 clusters Score -7696901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -7696907.000000 Penalty: 5250.481934
	Iteration 43Q: 3 clusters Score -7696907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7696912.500000 Penalty: 5250.481934
	Iteration 44Q: 3 clusters Score -7696912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7696910.500000 Penalty: 5250.481934
	Iteration 45Q: 3 clusters Score -7696910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -7696906.500000 Penalty: 5250.481934
	Iteration 46Q: 3 clusters Score -7696906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7696899.500000 Penalty: 5250.481934
	Iteration 47Q: 3 clusters Score -7696900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7696899.500000 Penalty: 5250.481934
	Iteration 48F: 3 clusters Score -7696900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Entering Unmasked Estep 
Score: -6023501.000000 Penalty: 2565.662598
	Iteration 0F: 2 clusters Score -6023501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -6003605.500000 Penalty: 5131.325195
	Iteration 0F: 3 clusters Score -6003606 nChanged 14108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -6011191.500000 Penalty: 5131.325195
	Iteration 1F: 3 clusters Score -6011192 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -6011799.000000 Penalty: 5131.325195
	Iteration 2Q: 3 clusters Score -6011799 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -6012480.000000 Penalty: 5131.325195
	Iteration 3F: 3 clusters Score -6012480 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -6013331.000000 Penalty: 5131.325195
	Iteration 4F: 3 clusters Score -6013331 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -6014622.000000 Penalty: 5131.325195
	Iteration 5F: 3 clusters Score -6014622 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -6016336.500000 Penalty: 5131.325195
	Iteration 6F: 3 clusters Score -6016336 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -6018235.500000 Penalty: 5131.325195
	Iteration 7F: 3 clusters Score -6018236 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -6019714.500000 Penalty: 5131.325195
	Iteration 8F: 3 clusters Score -6019714 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -6020761.000000 Penalty: 5131.325195
	Iteration 9Q: 3 clusters Score -6020761 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -6021263.000000 Penalty: 5131.325195
	Iteration 10Q: 3 clusters Score -6021263 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -6021558.500000 Penalty: 5131.325195
	Iteration 11Q: 3 clusters Score -6021558 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -6021749.500000 Penalty: 5131.325195
	Iteration 12Q: 3 clusters Score -6021750 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -6021912.000000 Penalty: 5131.325195
	Iteration 13Q: 3 clusters Score -6021912 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -6022051.000000 Penalty: 5131.325195
	Iteration 14Q: 3 clusters Score -6022051 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -6022141.500000 Penalty: 5131.325195
	Iteration 15Q: 3 clusters Score -6022142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -6022214.000000 Penalty: 5131.325195
	Iteration 16Q: 3 clusters Score -6022214 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -6022265.500000 Penalty: 5131.325195
	Iteration 17Q: 3 clusters Score -6022266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6022297.500000 Penalty: 5131.325195
	Iteration 18Q: 3 clusters Score -6022298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -6022348.000000 Penalty: 5131.325195
	Iteration 19Q: 3 clusters Score -6022348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6022376.000000 Penalty: 5131.325195
	Iteration 20F: 3 clusters Score -6022376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -6022408.000000 Penalty: 5131.325195
	Iteration 21Q: 3 clusters Score -6022408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -6022443.500000 Penalty: 5131.325195
	Iteration 22Q: 3 clusters Score -6022444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -6022454.000000 Penalty: 5131.325195
	Iteration 23Q: 3 clusters Score -6022454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -6022479.500000 Penalty: 5131.325195
	Iteration 24Q: 3 clusters Score -6022480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -6022495.500000 Penalty: 5131.325195
	Iteration 25Q: 3 clusters Score -6022496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -6022507.000000 Penalty: 5131.325195
	Iteration 26Q: 3 clusters Score -6022507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6022520.000000 Penalty: 5131.325195
	Iteration 27Q: 3 clusters Score -6022520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -6022551.000000 Penalty: 5131.325195
	Iteration 28Q: 3 clusters Score -6022551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -6022565.000000 Penalty: 5131.325195
	Iteration 29Q: 3 clusters Score -6022565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6022579.000000 Penalty: 5131.325195
	Iteration 30Q: 3 clusters Score -6022579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -6022609.000000 Penalty: 5131.325195
	Iteration 31Q: 3 clusters Score -6022609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -6022614.000000 Penalty: 5131.325195
	Iteration 32Q: 3 clusters Score -6022614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -6022621.000000 Penalty: 5131.325195
	Iteration 33Q: 3 clusters Score -6022621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6022623.500000 Penalty: 5131.325195
	Iteration 34Q: 3 clusters Score -6022624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -6022628.500000 Penalty: 5131.325195
	Iteration 35Q: 3 clusters Score -6022628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -6022638.500000 Penalty: 5131.325195
	Iteration 36Q: 3 clusters Score -6022638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -6022645.500000 Penalty: 5131.325195
	Iteration 37Q: 3 clusters Score -6022646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -6022657.500000 Penalty: 5131.325195
	Iteration 38Q: 3 clusters Score -6022658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -6022654.000000 Penalty: 5131.325195
	Iteration 39Q: 3 clusters Score -6022654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -6022660.500000 Penalty: 5131.325195
	Iteration 40F: 3 clusters Score -6022660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -6022661.000000 Penalty: 5131.325195
	Iteration 41Q: 3 clusters Score -6022661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -6022666.500000 Penalty: 5131.325195
	Iteration 42Q: 3 clusters Score -6022666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -6022674.000000 Penalty: 5131.325195
	Iteration 43Q: 3 clusters Score -6022674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -6022676.000000 Penalty: 5131.325195
	Iteration 44Q: 3 clusters Score -6022676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -6022675.500000 Penalty: 5131.325195
	Iteration 45Q: 3 clusters Score -6022676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -6022676.000000 Penalty: 5131.325195
	Iteration 46Q: 3 clusters Score -6022676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6022688.000000 Penalty: 5131.325195
	Iteration 47Q: 3 clusters Score -6022688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -6022695.000000 Penalty: 5131.325195
	Iteration 48Q: 3 clusters Score -6022695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6022705.000000 Penalty: 5131.325195
	Iteration 49Q: 3 clusters Score -6022705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -6022704.000000 Penalty: 5131.325195
	Iteration 50Q: 3 clusters Score -6022704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -6022706.500000 Penalty: 5131.325195
	Iteration 51Q: 3 clusters Score -6022706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -6022710.500000 Penalty: 5131.325195
	Iteration 52Q: 3 clusters Score -6022710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -6022714.000000 Penalty: 5131.325195
	Iteration 53Q: 3 clusters Score -6022714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -6022707.000000 Penalty: 5131.325195
	Iteration 54Q: 3 clusters Score -6022707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -6022706.500000 Penalty: 5131.325195
	Iteration 55Q: 3 clusters Score -6022706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -6022706.500000 Penalty: 5131.325195
	Iteration 56F: 3 clusters Score -6022706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -243308.687500 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -243308.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -241183.843750 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -241183.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -241668.343750 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -241668.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -241852.421875 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -241852.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -242068.500000 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -242068.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -242304.984375 Penalty: 3592.427734
	Iteration 4F: 3 clusters Score -242305 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -242530.859375 Penalty: 3592.427734
	Iteration 5F: 3 clusters Score -242530.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -242758.796875 Penalty: 3592.427734
	Iteration 6F: 3 clusters Score -242758.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -242920.734375 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -242920.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -243026.531250 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -243026.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -243068.703125 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -243068.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -243085.187500 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -243085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -243098.015625 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -243098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -243105.875000 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -243105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -243106.250000 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -243106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -243106.250000 Penalty: 3592.427734
	Iteration 14F: 3 clusters Score -243106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Entering Unmasked Estep 
Score: -3139022.000000 Penalty: 2395.097412
	Iteration 0F: 2 clusters Score -3139022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3128108.250000 Penalty: 4790.194824
	Iteration 0F: 3 clusters Score -3128108 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3131771.500000 Penalty: 4790.194824
	Iteration 1F: 3 clusters Score -3131772 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3132077.750000 Penalty: 4790.194824
	Iteration 2F: 3 clusters Score -3132078 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3132291.500000 Penalty: 4790.194824
	Iteration 3Q: 3 clusters Score -3132292 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3132456.500000 Penalty: 4790.194824
	Iteration 4Q: 3 clusters Score -3132456 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3132607.500000 Penalty: 4790.194824
	Iteration 5Q: 3 clusters Score -3132608 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3132723.250000 Penalty: 4790.194824
	Iteration 6Q: 3 clusters Score -3132723 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3132861.000000 Penalty: 4790.194824
	Iteration 7Q: 3 clusters Score -3132861 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3133006.750000 Penalty: 4790.194824
	Iteration 8Q: 3 clusters Score -3133007 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3133194.000000 Penalty: 4790.194824
	Iteration 9Q: 3 clusters Score -3133194 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3133400.250000 Penalty: 4790.194824
	Iteration 10Q: 3 clusters Score -3133400 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3133617.500000 Penalty: 4790.194824
	Iteration 11Q: 3 clusters Score -3133618 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3133939.000000 Penalty: 4790.194824
	Iteration 12Q: 3 clusters Score -3133939 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3134338.250000 Penalty: 4790.194824
	Iteration 13Q: 3 clusters Score -3134338 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3134778.250000 Penalty: 4790.194824
	Iteration 14Q: 3 clusters Score -3134778 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3135268.000000 Penalty: 4790.194824
	Iteration 15Q: 3 clusters Score -3135268 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3135768.500000 Penalty: 4790.194824
	Iteration 16Q: 3 clusters Score -3135768 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3136184.000000 Penalty: 4790.194824
	Iteration 17Q: 3 clusters Score -3136184 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3136433.500000 Penalty: 4790.194824
	Iteration 18Q: 3 clusters Score -3136434 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3136618.500000 Penalty: 4790.194824
	Iteration 19Q: 3 clusters Score -3136618 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3136734.250000 Penalty: 4790.194824
	Iteration 20F: 3 clusters Score -3136734 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3136813.750000 Penalty: 4790.194824
	Iteration 21Q: 3 clusters Score -3136814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3136843.000000 Penalty: 4790.194824
	Iteration 22Q: 3 clusters Score -3136843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3136879.750000 Penalty: 4790.194824
	Iteration 23Q: 3 clusters Score -3136880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3136904.250000 Penalty: 4790.194824
	Iteration 24Q: 3 clusters Score -3136904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3136916.500000 Penalty: 4790.194824
	Iteration 25Q: 3 clusters Score -3136916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3136923.250000 Penalty: 4790.194824
	Iteration 26Q: 3 clusters Score -3136923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3136928.000000 Penalty: 4790.194824
	Iteration 27Q: 3 clusters Score -3136928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3136936.750000 Penalty: 4790.194824
	Iteration 28Q: 3 clusters Score -3136937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3136953.750000 Penalty: 4790.194824
	Iteration 29Q: 3 clusters Score -3136954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3136958.250000 Penalty: 4790.194824
	Iteration 30Q: 3 clusters Score -3136958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3136966.500000 Penalty: 4790.194824
	Iteration 31Q: 3 clusters Score -3136966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3136973.250000 Penalty: 4790.194824
	Iteration 32Q: 3 clusters Score -3136973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3136981.250000 Penalty: 4790.194824
	Iteration 33Q: 3 clusters Score -3136981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3136984.500000 Penalty: 4790.194824
	Iteration 34Q: 3 clusters Score -3136984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3136987.250000 Penalty: 4790.194824
	Iteration 35Q: 3 clusters Score -3136987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3136988.000000 Penalty: 4790.194824
	Iteration 36Q: 3 clusters Score -3136988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3136989.500000 Penalty: 4790.194824
	Iteration 37Q: 3 clusters Score -3136990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3136988.000000 Penalty: 4790.194824
	Iteration 38Q: 3 clusters Score -3136988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3136995.000000 Penalty: 4790.194824
	Iteration 39Q: 3 clusters Score -3136995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3136992.500000 Penalty: 4790.194824
	Iteration 40F: 3 clusters Score -3136992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3136990.250000 Penalty: 4790.194824
	Iteration 41Q: 3 clusters Score -3136990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3136990.250000 Penalty: 4790.194824
	Iteration 42F: 3 clusters Score -3136990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -26947.783203 Penalty: 1473.162476
	Iteration 0F: 2 clusters Score -26947.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25886.701172 Penalty: 2946.324951
	Iteration 0F: 3 clusters Score -25886.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26333.103516 Penalty: 2946.324951
	Iteration 1F: 3 clusters Score -26333.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26576.218750 Penalty: 2946.324951
	Iteration 2F: 3 clusters Score -26576.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26811.691406 Penalty: 2946.324951
	Iteration 3F: 3 clusters Score -26811.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26883.945312 Penalty: 2946.324951
	Iteration 4Q: 3 clusters Score -26883.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26946.175781 Penalty: 2946.324951
	Iteration 5Q: 3 clusters Score -26946.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27103.400391 Penalty: 2946.324951
	Iteration 6Q: 3 clusters Score -27103.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27251.843750 Penalty: 2946.324951
	Iteration 7Q: 3 clusters Score -27251.84 nChanged 7
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: -27307.113281 Penalty: 2946.324951
	Iteration 8Q: 3 clusters Score -27307.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27421.203125 Penalty: 2946.324951
	Iteration 9Q: 3 clusters Score -27421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27474.023438 Penalty: 2946.324951
	Iteration 10Q: 3 clusters Score -27474.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27553.818359 Penalty: 2946.324951
	Iteration 11Q: 3 clusters Score -27553.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27661.378906 Penalty: 2946.324951
	Iteration 12Q: 3 clusters Score -27661.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27679.501953 Penalty: 2946.324951
	Iteration 13Q: 3 clusters Score -27679.5 nChanged 3
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: -27750.634766 Penalty: 2946.324951
	Iteration 14Q: 3 clusters Score -27750.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27810.279297 Penalty: 2946.324951
	Iteration 15Q: 3 clusters Score -27810.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27872.767578 Penalty: 2946.324951
	Iteration 16Q: 3 clusters Score -27872.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27915.095703 Penalty: 2946.324951
	Iteration 17Q: 3 clusters Score -27915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27932.615234 Penalty: 2946.324951
	Iteration 18Q: 3 clusters Score -27932.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27934.658203 Penalty: 2946.324951
	Iteration 19Q: 3 clusters Score -27934.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27945.107422 Penalty: 2946.324951
	Iteration 20F: 3 clusters Score -27945.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27965.289062 Penalty: 2946.324951
	Iteration 21Q: 3 clusters Score -27965.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28018.769531 Penalty: 2946.324951
	Iteration 22Q: 3 clusters Score -28018.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28055.693359 Penalty: 2946.324951
	Iteration 23Q: 3 clusters Score -28055.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28087.501953 Penalty: 2946.324951
	Iteration 24Q: 3 clusters Score -28087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28173.619141 Penalty: 2946.324951
	Iteration 25Q: 3 clusters Score -28173.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28192.220703 Penalty: 2946.324951
	Iteration 26Q: 3 clusters Score -28192.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28217.148438 Penalty: 2946.324951
	Iteration 27Q: 3 clusters Score -28217.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28230.279297 Penalty: 2946.324951
	Iteration 28Q: 3 clusters Score -28230.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28230.279297 Penalty: 2946.324951
	Iteration 29F: 3 clusters Score -28230.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 211 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 13193 members 
Mstep: Class 62 contains 169 members 
Entering Unmasked Estep 
Score: -161334512.000000 Penalty: 209724.812500
Splitting cluster 23 changes total score from -161334896.000000 to -161334512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -82670.851562 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -82670.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81170.093750 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -81170.09 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81355.828125 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -81355.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81456.492188 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -81456.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81526.546875 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -81526.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81596.617188 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -81596.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81626.078125 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -81626.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -81663.679688 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -81663.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81711.773438 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -81711.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81729.406250 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -81729.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81761.859375 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -81761.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81785.125000 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -81785.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81835.562500 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -81835.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81904.507812 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -81904.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81934.757812 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -81934.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81984.156250 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -81984.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82009.109375 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -82009.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82032.609375 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -82032.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82067.039062 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -82067.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82072.679688 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -82072.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82082.406250 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -82082.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82085.328125 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -82085.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82093.617188 Penalty: 3069.378906
	Iteration 21Q: 3 clusters Score -82093.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82102.546875 Penalty: 3069.378906
	Iteration 22Q: 3 clusters Score -82102.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82111.078125 Penalty: 3069.378906
	Iteration 23Q: 3 clusters Score -82111.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82111.078125 Penalty: 3069.378906
	Iteration 24F: 3 clusters Score -82111.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -208168.796875 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -208168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -206179.093750 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -206179.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -206453.265625 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -206453.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -206545.046875 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -206545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -206600.343750 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -206600.3 nChanged 25
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: -206631.281250 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -206631.3 nChanged 19
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: -206656.656250 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -206656.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -206675.093750 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -206675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -206686.656250 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -206686.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -206708.562500 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -206708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -206713.718750 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -206713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -206721.000000 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -206721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -206725.843750 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -206725.8 nChanged 2
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: -206726.890625 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -206726.9 nChanged 0
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: -206726.890625 Penalty: 3446.176758
	Iteration 13F: 3 clusters Score -206726.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -175724.500000 Penalty: 1714.853271
	Iteration 0F: 2 clusters Score -175724.5 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 506 members 
Entering Unmasked Estep 
Score: -173862.093750 Penalty: 3429.706543
	Iteration 0F: 3 clusters Score -173862.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -174327.406250 Penalty: 3429.706543
	Iteration 1F: 3 clusters Score -174327.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -174450.140625 Penalty: 3429.706543
	Iteration 2F: 3 clusters Score -174450.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -174549.843750 Penalty: 3429.706543
	Iteration 3Q: 3 clusters Score -174549.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -174617.687500 Penalty: 3429.706543
	Iteration 4Q: 3 clusters Score -174617.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -174697.515625 Penalty: 3429.706543
	Iteration 5Q: 3 clusters Score -174697.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174794.656250 Penalty: 3429.706543
	Iteration 6Q: 3 clusters Score -174794.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -174883.421875 Penalty: 3429.706543
	Iteration 7Q: 3 clusters Score -174883.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -174965.500000 Penalty: 3429.706543
	Iteration 8Q: 3 clusters Score -174965.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -175061.937500 Penalty: 3429.706543
	Iteration 9Q: 3 clusters Score -175061.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -175138.109375 Penalty: 3429.706543
	Iteration 10Q: 3 clusters Score -175138.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -175238.609375 Penalty: 3429.706543
	Iteration 11Q: 3 clusters Score -175238.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -175345.265625 Penalty: 3429.706543
	Iteration 12Q: 3 clusters Score -175345.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -175426.937500 Penalty: 3429.706543
	Iteration 13Q: 3 clusters Score -175426.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -175480.375000 Penalty: 3429.706543
	Iteration 14Q: 3 clusters Score -175480.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -175523.250000 Penalty: 3429.706543
	Iteration 15Q: 3 clusters Score -175523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175546.593750 Penalty: 3429.706543
	Iteration 16Q: 3 clusters Score -175546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -175552.375000 Penalty: 3429.706543
	Iteration 17Q: 3 clusters Score -175552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -175553.937500 Penalty: 3429.706543
	Iteration 18Q: 3 clusters Score -175553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -175562.500000 Penalty: 3429.706543
	Iteration 19F: 3 clusters Score -175562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -175565.812500 Penalty: 3429.706543
	Iteration 20F: 3 clusters Score -175565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -175570.140625 Penalty: 3429.706543
	Iteration 21Q: 3 clusters Score -175570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -175575.687500 Penalty: 3429.706543
	Iteration 22Q: 3 clusters Score -175575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175578.921875 Penalty: 3429.706543
	Iteration 23Q: 3 clusters Score -175578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175578.921875 Penalty: 3429.706543
	Iteration 24F: 3 clusters Score -175578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Entering Unmasked Estep 
Score: -4306705.000000 Penalty: 2473.688721
	Iteration 0F: 2 clusters Score -4306705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4291616.500000 Penalty: 4947.377441
	Iteration 0F: 3 clusters Score -4291616 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4296778.500000 Penalty: 4947.377441
	Iteration 1F: 3 clusters Score -4296778 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4297227.000000 Penalty: 4947.377441
	Iteration 2F: 3 clusters Score -4297227 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4297621.000000 Penalty: 4947.377441
	Iteration 3Q: 3 clusters Score -4297621 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4297910.000000 Penalty: 4947.377441
	Iteration 4Q: 3 clusters Score -4297910 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4298193.000000 Penalty: 4947.377441
	Iteration 5Q: 3 clusters Score -4298193 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4298425.000000 Penalty: 4947.377441
	Iteration 6Q: 3 clusters Score -4298425 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -4298681.500000 Penalty: 4947.377441
	Iteration 7Q: 3 clusters Score -4298682 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4299008.500000 Penalty: 4947.377441
	Iteration 8Q: 3 clusters Score -4299008 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4299356.500000 Penalty: 4947.377441
	Iteration 9Q: 3 clusters Score -4299356 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4299717.500000 Penalty: 4947.377441
	Iteration 10Q: 3 clusters Score -4299718 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4300140.000000 Penalty: 4947.377441
	Iteration 11Q: 3 clusters Score -4300140 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4300612.000000 Penalty: 4947.377441
	Iteration 12Q: 3 clusters Score -4300612 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4301152.500000 Penalty: 4947.377441
	Iteration 13Q: 3 clusters Score -4301152 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4301766.500000 Penalty: 4947.377441
	Iteration 14Q: 3 clusters Score -4301766 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4302399.500000 Penalty: 4947.377441
	Iteration 15Q: 3 clusters Score -4302400 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -4302965.000000 Penalty: 4947.377441
	Iteration 16Q: 3 clusters Score -4302965 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4303486.000000 Penalty: 4947.377441
	Iteration 17Q: 3 clusters Score -4303486 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4303907.500000 Penalty: 4947.377441
	Iteration 18Q: 3 clusters Score -4303908 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -4304209.000000 Penalty: 4947.377441
	Iteration 19Q: 3 clusters Score -4304209 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4304441.500000 Penalty: 4947.377441
	Iteration 20F: 3 clusters Score -4304442 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4304583.500000 Penalty: 4947.377441
	Iteration 21Q: 3 clusters Score -4304584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4304682.500000 Penalty: 4947.377441
	Iteration 22Q: 3 clusters Score -4304682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4304754.000000 Penalty: 4947.377441
	Iteration 23Q: 3 clusters Score -4304754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -4304811.500000 Penalty: 4947.377441
	Iteration 24Q: 3 clusters Score -4304812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4304843.000000 Penalty: 4947.377441
	Iteration 25Q: 3 clusters Score -4304843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4304864.500000 Penalty: 4947.377441
	Iteration 26Q: 3 clusters Score -4304864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4304884.500000 Penalty: 4947.377441
	Iteration 27Q: 3 clusters Score -4304884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4304913.000000 Penalty: 4947.377441
	Iteration 28Q: 3 clusters Score -4304913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4304936.000000 Penalty: 4947.377441
	Iteration 29Q: 3 clusters Score -4304936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4304963.500000 Penalty: 4947.377441
	Iteration 30Q: 3 clusters Score -4304964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4304973.000000 Penalty: 4947.377441
	Iteration 31Q: 3 clusters Score -4304973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4304984.500000 Penalty: 4947.377441
	Iteration 32Q: 3 clusters Score -4304984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4304987.500000 Penalty: 4947.377441
	Iteration 33Q: 3 clusters Score -4304988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4304997.500000 Penalty: 4947.377441
	Iteration 34Q: 3 clusters Score -4304998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4304998.500000 Penalty: 4947.377441
	Iteration 35Q: 3 clusters Score -4304998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4304998.500000 Penalty: 4947.377441
	Iteration 36F: 3 clusters Score -4304998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Entering Unmasked Estep 
Score: -5549745.000000 Penalty: 2549.594238
	Iteration 0F: 2 clusters Score -5549745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5529946.500000 Penalty: 5099.188477
	Iteration 0F: 3 clusters Score -5529946 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -5537113.000000 Penalty: 5099.188477
	Iteration 1F: 3 clusters Score -5537113 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -5537445.500000 Penalty: 5099.188477
	Iteration 2Q: 3 clusters Score -5537446 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -5537713.000000 Penalty: 5099.188477
	Iteration 3Q: 3 clusters Score -5537713 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5537939.000000 Penalty: 5099.188477
	Iteration 4Q: 3 clusters Score -5537939 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5538142.000000 Penalty: 5099.188477
	Iteration 5Q: 3 clusters Score -5538142 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -5538336.500000 Penalty: 5099.188477
	Iteration 6Q: 3 clusters Score -5538336 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -5538519.500000 Penalty: 5099.188477
	Iteration 7Q: 3 clusters Score -5538520 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -5538737.000000 Penalty: 5099.188477
	Iteration 8Q: 3 clusters Score -5538737 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -5538996.000000 Penalty: 5099.188477
	Iteration 9Q: 3 clusters Score -5538996 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -5539425.000000 Penalty: 5099.188477
	Iteration 10Q: 3 clusters Score -5539425 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -5540015.000000 Penalty: 5099.188477
	Iteration 11Q: 3 clusters Score -5540015 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -5540859.000000 Penalty: 5099.188477
	Iteration 12Q: 3 clusters Score -5540859 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -5541865.500000 Penalty: 5099.188477
	Iteration 13F: 3 clusters Score -5541866 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -5543061.500000 Penalty: 5099.188477
	Iteration 14F: 3 clusters Score -5543062 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -5544046.500000 Penalty: 5099.188477
	Iteration 15Q: 3 clusters Score -5544046 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -5544702.500000 Penalty: 5099.188477
	Iteration 16Q: 3 clusters Score -5544702 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -5545247.500000 Penalty: 5099.188477
	Iteration 17Q: 3 clusters Score -5545248 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5545626.500000 Penalty: 5099.188477
	Iteration 18Q: 3 clusters Score -5545626 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -5545995.000000 Penalty: 5099.188477
	Iteration 19Q: 3 clusters Score -5545995 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -5546374.000000 Penalty: 5099.188477
	Iteration 20F: 3 clusters Score -5546374 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5546663.000000 Penalty: 5099.188477
	Iteration 21Q: 3 clusters Score -5546663 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -5546912.000000 Penalty: 5099.188477
	Iteration 22Q: 3 clusters Score -5546912 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5547047.500000 Penalty: 5099.188477
	Iteration 23Q: 3 clusters Score -5547048 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5547157.000000 Penalty: 5099.188477
	Iteration 24Q: 3 clusters Score -5547157 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5547242.500000 Penalty: 5099.188477
	Iteration 25Q: 3 clusters Score -5547242 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -5547304.000000 Penalty: 5099.188477
	Iteration 26Q: 3 clusters Score -5547304 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5547340.500000 Penalty: 5099.188477
	Iteration 27Q: 3 clusters Score -5547340 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5547386.500000 Penalty: 5099.188477
	Iteration 28Q: 3 clusters Score -5547386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5547409.000000 Penalty: 5099.188477
	Iteration 29Q: 3 clusters Score -5547409 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5547435.000000 Penalty: 5099.188477
	Iteration 30Q: 3 clusters Score -5547435 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5547458.000000 Penalty: 5099.188477
	Iteration 31Q: 3 clusters Score -5547458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5547473.500000 Penalty: 5099.188477
	Iteration 32Q: 3 clusters Score -5547474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5547471.000000 Penalty: 5099.188477
	Iteration 33Q: 3 clusters Score -5547471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5547469.000000 Penalty: 5099.188477
	Iteration 34Q: 3 clusters Score -5547469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5547475.500000 Penalty: 5099.188477
	Iteration 35Q: 3 clusters Score -5547476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5547480.000000 Penalty: 5099.188477
	Iteration 36Q: 3 clusters Score -5547480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5547493.000000 Penalty: 5099.188477
	Iteration 37Q: 3 clusters Score -5547493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5547476.000000 Penalty: 5099.188477
	Iteration 38Q: 3 clusters Score -5547476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5547490.500000 Penalty: 5099.188477
	Iteration 39Q: 3 clusters Score -5547490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5547499.000000 Penalty: 5099.188477
	Iteration 40F: 3 clusters Score -5547499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5547511.000000 Penalty: 5099.188477
	Iteration 41Q: 3 clusters Score -5547511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5547501.000000 Penalty: 5099.188477
	Iteration 42Q: 3 clusters Score -5547501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5547500.000000 Penalty: 5099.188477
	Iteration 43Q: 3 clusters Score -5547500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5547500.000000 Penalty: 5099.188477
	Iteration 44Q: 3 clusters Score -5547500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5547504.500000 Penalty: 5099.188477
	Iteration 45Q: 3 clusters Score -5547504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5547504.000000 Penalty: 5099.188477
	Iteration 46Q: 3 clusters Score -5547504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5547518.000000 Penalty: 5099.188477
	Iteration 47Q: 3 clusters Score -5547518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5547523.500000 Penalty: 5099.188477
	Iteration 48Q: 3 clusters Score -5547524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5547520.500000 Penalty: 5099.188477
	Iteration 49Q: 3 clusters Score -5547520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5547534.500000 Penalty: 5099.188477
	Iteration 50Q: 3 clusters Score -5547534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5547532.000000 Penalty: 5099.188477
	Iteration 51Q: 3 clusters Score -5547532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5547536.000000 Penalty: 5099.188477
	Iteration 52Q: 3 clusters Score -5547536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5547544.500000 Penalty: 5099.188477
	Iteration 53Q: 3 clusters Score -5547544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5547546.500000 Penalty: 5099.188477
	Iteration 54Q: 3 clusters Score -5547546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5547551.500000 Penalty: 5099.188477
	Iteration 55Q: 3 clusters Score -5547552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5547549.500000 Penalty: 5099.188477
	Iteration 56Q: 3 clusters Score -5547550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5547566.500000 Penalty: 5099.188477
	Iteration 57Q: 3 clusters Score -5547566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5547585.500000 Penalty: 5099.188477
	Iteration 58Q: 3 clusters Score -5547586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5547585.000000 Penalty: 5099.188477
	Iteration 59Q: 3 clusters Score -5547585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5547592.500000 Penalty: 5099.188477
	Iteration 60F: 3 clusters Score -5547592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5547582.000000 Penalty: 5099.188477
	Iteration 61Q: 3 clusters Score -5547582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5547588.000000 Penalty: 5099.188477
	Iteration 62Q: 3 clusters Score -5547588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5547590.000000 Penalty: 5099.188477
	Iteration 63Q: 3 clusters Score -5547590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5547578.500000 Penalty: 5099.188477
	Iteration 64Q: 3 clusters Score -5547578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5547585.500000 Penalty: 5099.188477
	Iteration 65Q: 3 clusters Score -5547586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5547588.000000 Penalty: 5099.188477
	Iteration 66Q: 3 clusters Score -5547588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5547594.500000 Penalty: 5099.188477
	Iteration 67Q: 3 clusters Score -5547594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5547590.500000 Penalty: 5099.188477
	Iteration 68Q: 3 clusters Score -5547590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5547586.000000 Penalty: 5099.188477
	Iteration 69Q: 3 clusters Score -5547586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5547581.500000 Penalty: 5099.188477
	Iteration 70Q: 3 clusters Score -5547582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5547579.000000 Penalty: 5099.188477
	Iteration 71Q: 3 clusters Score -5547579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5547583.000000 Penalty: 5099.188477
	Iteration 72Q: 3 clusters Score -5547583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5547576.500000 Penalty: 5099.188477
	Iteration 73Q: 3 clusters Score -5547576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5547584.500000 Penalty: 5099.188477
	Iteration 74Q: 3 clusters Score -5547584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5547592.500000 Penalty: 5099.188477
	Iteration 75Q: 3 clusters Score -5547592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5547590.500000 Penalty: 5099.188477
	Iteration 76Q: 3 clusters Score -5547590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5547590.000000 Penalty: 5099.188477
	Iteration 77Q: 3 clusters Score -5547590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5547585.000000 Penalty: 5099.188477
	Iteration 78Q: 3 clusters Score -5547585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5547591.000000 Penalty: 5099.188477
	Iteration 79Q: 3 clusters Score -5547591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5547590.000000 Penalty: 5099.188477
	Iteration 80F: 3 clusters Score -5547590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5547594.500000 Penalty: 5099.188477
	Iteration 81Q: 3 clusters Score -5547594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5547603.500000 Penalty: 5099.188477
	Iteration 82Q: 3 clusters Score -5547604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5547603.500000 Penalty: 5099.188477
	Iteration 83Q: 3 clusters Score -5547604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5547604.000000 Penalty: 5099.188477
	Iteration 84Q: 3 clusters Score -5547604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5547600.500000 Penalty: 5099.188477
	Iteration 85Q: 3 clusters Score -5547600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5547600.500000 Penalty: 5099.188477
	Iteration 86Q: 3 clusters Score -5547600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5547600.000000 Penalty: 5099.188477
	Iteration 87Q: 3 clusters Score -5547600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5547603.500000 Penalty: 5099.188477
	Iteration 88Q: 3 clusters Score -5547604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5547603.500000 Penalty: 5099.188477
	Iteration 89Q: 3 clusters Score -5547604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5547602.500000 Penalty: 5099.188477
	Iteration 90Q: 3 clusters Score -5547602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5547604.000000 Penalty: 5099.188477
	Iteration 91Q: 3 clusters Score -5547604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5547604.000000 Penalty: 5099.188477
	Iteration 92F: 3 clusters Score -5547604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -165919.843750 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -165919.8 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 467 members 
Entering Unmasked Estep 
Score: -164018.296875 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -164018.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -164360.937500 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -164360.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -164525.359375 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -164525.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -164663.156250 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -164663.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -164808.078125 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -164808.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -164984.718750 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -164984.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -165190.968750 Penalty: 3412.160645
	Iteration 6F: 3 clusters Score -165191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -165507.578125 Penalty: 3412.160645
	Iteration 7F: 3 clusters Score -165507.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -165838.781250 Penalty: 3412.160645
	Iteration 8F: 3 clusters Score -165838.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -166140.109375 Penalty: 3412.160645
	Iteration 9F: 3 clusters Score -166140.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -166468.125000 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -166468.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -166737.421875 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -166737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -166755.453125 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -166755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -166755.453125 Penalty: 3412.160645
	Iteration 13F: 3 clusters Score -166755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 13193 members 
Mstep: Class 62 contains 354 members 
Entering Unmasked Estep 
Score: -161335568.000000 Penalty: 209724.812500
Splitting cluster 29 changes total score from -161334896.000000 to -161335568.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -44697.914062 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -44697.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43551.421875 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -43551.42 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: -43725.121094 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -43725.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43769.433594 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -43769.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43793.269531 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -43793.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43828.585938 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -43828.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43836.710938 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -43836.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43839.410156 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -43839.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43839.410156 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -43839.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Entering Unmasked Estep 
Score: -4040609.000000 Penalty: 2449.238525
	Iteration 0F: 2 clusters Score -4040609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4027843.000000 Penalty: 4898.477051
	Iteration 0F: 3 clusters Score -4027843 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4032469.500000 Penalty: 4898.477051
	Iteration 1F: 3 clusters Score -4032470 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4032775.750000 Penalty: 4898.477051
	Iteration 2F: 3 clusters Score -4032776 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -4033029.000000 Penalty: 4898.477051
	Iteration 3Q: 3 clusters Score -4033029 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -4033205.250000 Penalty: 4898.477051
	Iteration 4Q: 3 clusters Score -4033205 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4033347.750000 Penalty: 4898.477051
	Iteration 5Q: 3 clusters Score -4033348 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4033474.250000 Penalty: 4898.477051
	Iteration 6Q: 3 clusters Score -4033474 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4033595.750000 Penalty: 4898.477051
	Iteration 7Q: 3 clusters Score -4033596 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4033745.750000 Penalty: 4898.477051
	Iteration 8Q: 3 clusters Score -4033746 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4033881.750000 Penalty: 4898.477051
	Iteration 9Q: 3 clusters Score -4033882 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4034064.000000 Penalty: 4898.477051
	Iteration 10Q: 3 clusters Score -4034064 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -4034288.000000 Penalty: 4898.477051
	Iteration 11Q: 3 clusters Score -4034288 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -4034651.000000 Penalty: 4898.477051
	Iteration 12Q: 3 clusters Score -4034651 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4035095.000000 Penalty: 4898.477051
	Iteration 13Q: 3 clusters Score -4035095 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4035697.000000 Penalty: 4898.477051
	Iteration 14Q: 3 clusters Score -4035697 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4036375.500000 Penalty: 4898.477051
	Iteration 15F: 3 clusters Score -4036376 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4036977.500000 Penalty: 4898.477051
	Iteration 16Q: 3 clusters Score -4036978 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4037456.000000 Penalty: 4898.477051
	Iteration 17Q: 3 clusters Score -4037456 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4037793.750000 Penalty: 4898.477051
	Iteration 18Q: 3 clusters Score -4037794 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4038022.750000 Penalty: 4898.477051
	Iteration 19Q: 3 clusters Score -4038023 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4038151.250000 Penalty: 4898.477051
	Iteration 20F: 3 clusters Score -4038151 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4038234.000000 Penalty: 4898.477051
	Iteration 21Q: 3 clusters Score -4038234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4038283.500000 Penalty: 4898.477051
	Iteration 22Q: 3 clusters Score -4038284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4038326.500000 Penalty: 4898.477051
	Iteration 23Q: 3 clusters Score -4038326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4038367.000000 Penalty: 4898.477051
	Iteration 24Q: 3 clusters Score -4038367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4038404.500000 Penalty: 4898.477051
	Iteration 25Q: 3 clusters Score -4038404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4038422.750000 Penalty: 4898.477051
	Iteration 26Q: 3 clusters Score -4038423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4038448.000000 Penalty: 4898.477051
	Iteration 27Q: 3 clusters Score -4038448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4038459.000000 Penalty: 4898.477051
	Iteration 28Q: 3 clusters Score -4038459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4038465.500000 Penalty: 4898.477051
	Iteration 29Q: 3 clusters Score -4038466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4038473.750000 Penalty: 4898.477051
	Iteration 30Q: 3 clusters Score -4038474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4038486.500000 Penalty: 4898.477051
	Iteration 31Q: 3 clusters Score -4038486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4038483.500000 Penalty: 4898.477051
	Iteration 32Q: 3 clusters Score -4038484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4038487.000000 Penalty: 4898.477051
	Iteration 33Q: 3 clusters Score -4038487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4038489.500000 Penalty: 4898.477051
	Iteration 34Q: 3 clusters Score -4038490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4038494.250000 Penalty: 4898.477051
	Iteration 35Q: 3 clusters Score -4038494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4038499.500000 Penalty: 4898.477051
	Iteration 36Q: 3 clusters Score -4038500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4038502.250000 Penalty: 4898.477051
	Iteration 37Q: 3 clusters Score -4038502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4038507.500000 Penalty: 4898.477051
	Iteration 38Q: 3 clusters Score -4038508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4038508.000000 Penalty: 4898.477051
	Iteration 39Q: 3 clusters Score -4038508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4038510.000000 Penalty: 4898.477051
	Iteration 40F: 3 clusters Score -4038510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4038511.000000 Penalty: 4898.477051
	Iteration 41Q: 3 clusters Score -4038511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4038524.750000 Penalty: 4898.477051
	Iteration 42Q: 3 clusters Score -4038525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4038525.250000 Penalty: 4898.477051
	Iteration 43Q: 3 clusters Score -4038525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4038536.500000 Penalty: 4898.477051
	Iteration 44Q: 3 clusters Score -4038536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4038535.750000 Penalty: 4898.477051
	Iteration 45Q: 3 clusters Score -4038536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4038538.750000 Penalty: 4898.477051
	Iteration 46Q: 3 clusters Score -4038539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4038545.250000 Penalty: 4898.477051
	Iteration 47Q: 3 clusters Score -4038545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4038555.250000 Penalty: 4898.477051
	Iteration 48Q: 3 clusters Score -4038555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4038551.500000 Penalty: 4898.477051
	Iteration 49Q: 3 clusters Score -4038552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4038556.000000 Penalty: 4898.477051
	Iteration 50Q: 3 clusters Score -4038556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4038556.000000 Penalty: 4898.477051
	Iteration 51F: 3 clusters Score -4038556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Entering Unmasked Estep 
Score: -4901824.000000 Penalty: 2493.428467
	Iteration 0F: 2 clusters Score -4901824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4889425.500000 Penalty: 4986.856934
	Iteration 0F: 3 clusters Score -4889426 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4894938.500000 Penalty: 4986.856934
	Iteration 1F: 3 clusters Score -4894938 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -4895397.500000 Penalty: 4986.856934
	Iteration 2F: 3 clusters Score -4895398 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4895786.000000 Penalty: 4986.856934
	Iteration 3F: 3 clusters Score -4895786 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -4900446 nChanged 1052
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4901050 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4901494 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -4901955.500000 Penalty: 4986.856934
	Iteration 16Q: 3 clusters Score -4901956 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4902351.500000 Penalty: 4986.856934
	Iteration 18Q: 3 clusters Score -4902352 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -4902472.500000 Penalty: 4986.856934
	Iteration 19Q: 3 clusters Score -4902472 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4902546 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4902689 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4902642 nChanged 100
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Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4902640 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4902640 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4902624 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4902587 nChanged 112
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Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4902522 nChanged 111
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Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4902499 nChanged 107
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Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4902482 nChanged 82
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Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4902454 nChanged 100
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Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4902410 nChanged 93
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Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4902384 nChanged 93
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Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4902351 nChanged 81
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Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4902324 nChanged 75
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Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4902317 nChanged 64
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Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4902314 nChanged 71
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Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4902282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4902290 nChanged 93
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Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4902283 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4902220 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4902152 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4902126 nChanged 118
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Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4902079 nChanged 142
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Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4902014 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4901936 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4901899 nChanged 146
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Mstep: Class 1 contains 8430 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4901828 nChanged 145
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Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4901768 nChanged 169
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Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4901697 nChanged 181
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Mstep: Class 1 contains 7945 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4901612 nChanged 171
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Mstep: Class 1 contains 7776 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4901544 nChanged 158
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Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4901451 nChanged 135
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Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4901368 nChanged 161
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Mstep: Class 1 contains 7332 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4901316 nChanged 184
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Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4901238 nChanged 214
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Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4901160 nChanged 203
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Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 16513 members 
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	Iteration 66Q: 3 clusters Score -4901044 nChanged 223
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Mstep: Class 1 contains 6518 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4900976 nChanged 264
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Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4900864 nChanged 286
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Mstep: Class 1 contains 5976 members 
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	Iteration 69Q: 3 clusters Score -4900800 nChanged 267
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Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 17537 members 
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	Iteration 70Q: 3 clusters Score -4900710 nChanged 277
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Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4900629 nChanged 278
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Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4900519 nChanged 245
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Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 18309 members 
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Mstep: Class 2 contains 18535 members 
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Mstep: Class 1 contains 4530 members 
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	Iteration 75Q: 3 clusters Score -4900389 nChanged 182
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Mstep: Class 1 contains 4380 members 
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	Iteration 76Q: 3 clusters Score -4900344 nChanged 174
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Mstep: Class 1 contains 4226 members 
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	Iteration 77Q: 3 clusters Score -4900326 nChanged 159
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Mstep: Class 1 contains 4085 members 
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	Iteration 78Q: 3 clusters Score -4900306 nChanged 152
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Mstep: Class 2 contains 19309 members 
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	Iteration 79Q: 3 clusters Score -4900292 nChanged 136
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Mstep: Class 1 contains 3817 members 
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	Iteration 80F: 3 clusters Score -4900294 nChanged 144
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Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 19551 members 
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	Iteration 81Q: 3 clusters Score -4900310 nChanged 130
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	Iteration 82Q: 3 clusters Score -4900331 nChanged 115
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Mstep: Class 1 contains 3514 members 
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	Iteration 83Q: 3 clusters Score -4900362 nChanged 105
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Mstep: Class 1 contains 3439 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4900372 nChanged 75
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Mstep: Class 1 contains 3398 members 
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	Iteration 85Q: 3 clusters Score -4900387 nChanged 78
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	Iteration 86Q: 3 clusters Score -4900400 nChanged 66
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	Iteration 87Q: 3 clusters Score -4900424 nChanged 55
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Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3273 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4900446 nChanged 49
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Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 19996 members 
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	Iteration 90Q: 3 clusters Score -4900451 nChanged 46
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Mstep: Class 1 contains 3232 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4900454 nChanged 40
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Mstep: Class 1 contains 3208 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4900462 nChanged 34
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4900480 nChanged 27
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4900492 nChanged 24
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	Iteration 95Q: 3 clusters Score -4900500 nChanged 17
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	Iteration 96Q: 3 clusters Score -4900498 nChanged 15
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Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4900503.500000 Penalty: 4986.856934
	Iteration 97Q: 3 clusters Score -4900504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4900508.500000 Penalty: 4986.856934
	Iteration 98Q: 3 clusters Score -4900508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4900501.500000 Penalty: 4986.856934
	Iteration 99Q: 3 clusters Score -4900502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4900499.500000 Penalty: 4986.856934
	Iteration 100F: 3 clusters Score -4900500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4900507.000000 Penalty: 4986.856934
	Iteration 101Q: 3 clusters Score -4900507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4900507.500000 Penalty: 4986.856934
	Iteration 102Q: 3 clusters Score -4900508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4900517.000000 Penalty: 4986.856934
	Iteration 103Q: 3 clusters Score -4900517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4900508.500000 Penalty: 4986.856934
	Iteration 104Q: 3 clusters Score -4900508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4900512.000000 Penalty: 4986.856934
	Iteration 105Q: 3 clusters Score -4900512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4900516.000000 Penalty: 4986.856934
	Iteration 106Q: 3 clusters Score -4900516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4900516.000000 Penalty: 4986.856934
	Iteration 107F: 3 clusters Score -4900516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -861903.875000 Penalty: 2086.850098
	Iteration 0F: 2 clusters Score -861903.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -857713.062500 Penalty: 4173.700195
	Iteration 0F: 3 clusters Score -857713.1 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -858864.750000 Penalty: 4173.700195
	Iteration 1F: 3 clusters Score -858864.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -859209.437500 Penalty: 4173.700195
	Iteration 2F: 3 clusters Score -859209.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -859502.937500 Penalty: 4173.700195
	Iteration 3F: 3 clusters Score -859502.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -859806.625000 Penalty: 4173.700195
	Iteration 4F: 3 clusters Score -859806.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -860082.062500 Penalty: 4173.700195
	Iteration 5F: 3 clusters Score -860082.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -860299.937500 Penalty: 4173.700195
	Iteration 6F: 3 clusters Score -860299.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -860475.062500 Penalty: 4173.700195
	Iteration 7Q: 3 clusters Score -860475.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -860629.000000 Penalty: 4173.700195
	Iteration 8Q: 3 clusters Score -860629 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -860759.062500 Penalty: 4173.700195
	Iteration 9Q: 3 clusters Score -860759.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -860864.937500 Penalty: 4173.700195
	Iteration 10Q: 3 clusters Score -860864.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -860946.500000 Penalty: 4173.700195
	Iteration 11Q: 3 clusters Score -860946.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -861015.687500 Penalty: 4173.700195
	Iteration 12Q: 3 clusters Score -861015.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -861086.000000 Penalty: 4173.700195
	Iteration 13Q: 3 clusters Score -861086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -861139.437500 Penalty: 4173.700195
	Iteration 14Q: 3 clusters Score -861139.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -861178.687500 Penalty: 4173.700195
	Iteration 15Q: 3 clusters Score -861178.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -861209.687500 Penalty: 4173.700195
	Iteration 16Q: 3 clusters Score -861209.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -861229.375000 Penalty: 4173.700195
	Iteration 17Q: 3 clusters Score -861229.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -861239.500000 Penalty: 4173.700195
	Iteration 18Q: 3 clusters Score -861239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -861246.750000 Penalty: 4173.700195
	Iteration 19Q: 3 clusters Score -861246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -861253.687500 Penalty: 4173.700195
	Iteration 20F: 3 clusters Score -861253.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -861258.562500 Penalty: 4173.700195
	Iteration 21Q: 3 clusters Score -861258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -861261.750000 Penalty: 4173.700195
	Iteration 22Q: 3 clusters Score -861261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -861262.687500 Penalty: 4173.700195
	Iteration 23Q: 3 clusters Score -861262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -861267.812500 Penalty: 4173.700195
	Iteration 24Q: 3 clusters Score -861267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -861271.875000 Penalty: 4173.700195
	Iteration 25Q: 3 clusters Score -861271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -861273.500000 Penalty: 4173.700195
	Iteration 26Q: 3 clusters Score -861273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -861282.437500 Penalty: 4173.700195
	Iteration 27Q: 3 clusters Score -861282.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -861291.375000 Penalty: 4173.700195
	Iteration 28Q: 3 clusters Score -861291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -861296.375000 Penalty: 4173.700195
	Iteration 29Q: 3 clusters Score -861296.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -861297.250000 Penalty: 4173.700195
	Iteration 30Q: 3 clusters Score -861297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -861299.437500 Penalty: 4173.700195
	Iteration 31Q: 3 clusters Score -861299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -861300.750000 Penalty: 4173.700195
	Iteration 32Q: 3 clusters Score -861300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -861300.750000 Penalty: 4173.700195
	Iteration 33F: 3 clusters Score -861300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (33402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Entering Unmasked Estep 
Score: -6486082.000000 Penalty: 2583.260010
	Iteration 0F: 2 clusters Score -6486082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6464588.500000 Penalty: 5166.520020
	Iteration 0F: 3 clusters Score -6464588 nChanged 15256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -6472835.500000 Penalty: 5166.520020
	Iteration 1F: 3 clusters Score -6472836 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -6473262.000000 Penalty: 5166.520020
	Iteration 2Q: 3 clusters Score -6473262 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -6473653.000000 Penalty: 5166.520020
	Iteration 3Q: 3 clusters Score -6473653 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -6474013.000000 Penalty: 5166.520020
	Iteration 4Q: 3 clusters Score -6474013 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -6474498.500000 Penalty: 5166.520020
	Iteration 5Q: 3 clusters Score -6474498 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6475189.000000 Penalty: 5166.520020
	Iteration 6Q: 3 clusters Score -6475189 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -6476138.000000 Penalty: 5166.520020
	Iteration 7F: 3 clusters Score -6476138 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -6477548.000000 Penalty: 5166.520020
	Iteration 8F: 3 clusters Score -6477548 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -6479316.000000 Penalty: 5166.520020
	Iteration 9F: 3 clusters Score -6479316 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6481171.500000 Penalty: 5166.520020
	Iteration 10F: 3 clusters Score -6481172 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6482468.500000 Penalty: 5166.520020
	Iteration 11F: 3 clusters Score -6482468 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6483206.500000 Penalty: 5166.520020
	Iteration 12Q: 3 clusters Score -6483206 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6483531.000000 Penalty: 5166.520020
	Iteration 13Q: 3 clusters Score -6483531 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6483667.000000 Penalty: 5166.520020
	Iteration 14Q: 3 clusters Score -6483667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6483748.000000 Penalty: 5166.520020
	Iteration 15Q: 3 clusters Score -6483748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6483811.500000 Penalty: 5166.520020
	Iteration 16Q: 3 clusters Score -6483812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6483844.500000 Penalty: 5166.520020
	Iteration 17Q: 3 clusters Score -6483844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6483869.500000 Penalty: 5166.520020
	Iteration 18Q: 3 clusters Score -6483870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6483878.000000 Penalty: 5166.520020
	Iteration 19Q: 3 clusters Score -6483878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6483887.000000 Penalty: 5166.520020
	Iteration 20F: 3 clusters Score -6483887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6483882.500000 Penalty: 5166.520020
	Iteration 21Q: 3 clusters Score -6483882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6483887.500000 Penalty: 5166.520020
	Iteration 22Q: 3 clusters Score -6483888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6483886.500000 Penalty: 5166.520020
	Iteration 23Q: 3 clusters Score -6483886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6483886.000000 Penalty: 5166.520020
	Iteration 24Q: 3 clusters Score -6483886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6483887.000000 Penalty: 5166.520020
	Iteration 25Q: 3 clusters Score -6483887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6483887.500000 Penalty: 5166.520020
	Iteration 26Q: 3 clusters Score -6483888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6483887.500000 Penalty: 5166.520020
	Iteration 27F: 3 clusters Score -6483888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (38001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Entering Unmasked Estep 
Score: -7400083.500000 Penalty: 2615.251221
	Iteration 0F: 2 clusters Score -7400084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -7377623.500000 Penalty: 5230.502441
	Iteration 0F: 3 clusters Score -7377624 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -7387088.000000 Penalty: 5230.502441
	Iteration 1F: 3 clusters Score -7387088 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -7387537.000000 Penalty: 5230.502441
	Iteration 2Q: 3 clusters Score -7387537 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -7387853.500000 Penalty: 5230.502441
	Iteration 3Q: 3 clusters Score -7387854 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -7388130.500000 Penalty: 5230.502441
	Iteration 4Q: 3 clusters Score -7388130 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -7388383.000000 Penalty: 5230.502441
	Iteration 5Q: 3 clusters Score -7388383 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -7388648.000000 Penalty: 5230.502441
	Iteration 6Q: 3 clusters Score -7388648 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -7388943.000000 Penalty: 5230.502441
	Iteration 7Q: 3 clusters Score -7388943 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -7389333.000000 Penalty: 5230.502441
	Iteration 8Q: 3 clusters Score -7389333 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -7389754.500000 Penalty: 5230.502441
	Iteration 9Q: 3 clusters Score -7389754 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -7390579.000000 Penalty: 5230.502441
	Iteration 10Q: 3 clusters Score -7390579 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -7391615.500000 Penalty: 5230.502441
	Iteration 11F: 3 clusters Score -7391616 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -7392818.000000 Penalty: 5230.502441
	Iteration 12F: 3 clusters Score -7392818 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -7394079.500000 Penalty: 5230.502441
	Iteration 13F: 3 clusters Score -7394080 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -7395188.500000 Penalty: 5230.502441
	Iteration 14F: 3 clusters Score -7395188 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -7396103.000000 Penalty: 5230.502441
	Iteration 15Q: 3 clusters Score -7396103 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -7396678.000000 Penalty: 5230.502441
	Iteration 16Q: 3 clusters Score -7396678 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7397105.000000 Penalty: 5230.502441
	Iteration 17Q: 3 clusters Score -7397105 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -7397329.000000 Penalty: 5230.502441
	Iteration 18Q: 3 clusters Score -7397329 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -7397465.500000 Penalty: 5230.502441
	Iteration 19Q: 3 clusters Score -7397466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7397590.000000 Penalty: 5230.502441
	Iteration 20F: 3 clusters Score -7397590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -7397651.500000 Penalty: 5230.502441
	Iteration 21Q: 3 clusters Score -7397652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -7397708.500000 Penalty: 5230.502441
	Iteration 22Q: 3 clusters Score -7397708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -7397742.000000 Penalty: 5230.502441
	Iteration 23Q: 3 clusters Score -7397742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7397774.000000 Penalty: 5230.502441
	Iteration 24Q: 3 clusters Score -7397774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -7397809.000000 Penalty: 5230.502441
	Iteration 25Q: 3 clusters Score -7397809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7397829.500000 Penalty: 5230.502441
	Iteration 26Q: 3 clusters Score -7397830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -7397831.000000 Penalty: 5230.502441
	Iteration 27Q: 3 clusters Score -7397831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -7397842.000000 Penalty: 5230.502441
	Iteration 28Q: 3 clusters Score -7397842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -7397844.000000 Penalty: 5230.502441
	Iteration 29Q: 3 clusters Score -7397844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -7397852.000000 Penalty: 5230.502441
	Iteration 30Q: 3 clusters Score -7397852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -7397848.000000 Penalty: 5230.502441
	Iteration 31Q: 3 clusters Score -7397848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -7397852.000000 Penalty: 5230.502441
	Iteration 32Q: 3 clusters Score -7397852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -7397847.500000 Penalty: 5230.502441
	Iteration 33Q: 3 clusters Score -7397848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -7397850.000000 Penalty: 5230.502441
	Iteration 34Q: 3 clusters Score -7397850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -7397860.000000 Penalty: 5230.502441
	Iteration 35Q: 3 clusters Score -7397860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -7397855.500000 Penalty: 5230.502441
	Iteration 36Q: 3 clusters Score -7397856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -7397855.500000 Penalty: 5230.502441
	Iteration 37Q: 3 clusters Score -7397856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -7397861.000000 Penalty: 5230.502441
	Iteration 38Q: 3 clusters Score -7397861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -7397864.000000 Penalty: 5230.502441
	Iteration 39Q: 3 clusters Score -7397864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -7397867.500000 Penalty: 5230.502441
	Iteration 40F: 3 clusters Score -7397868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Entering Unmasked Estep 
Score: -7502647.000000 Penalty: 2618.917725
	Iteration 0F: 2 clusters Score -7502647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -7480549.000000 Penalty: 5237.835449
	Iteration 0F: 3 clusters Score -7480549 nChanged 17576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -7490139.500000 Penalty: 5237.835449
	Iteration 1F: 3 clusters Score -7490140 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7490613.500000 Penalty: 5237.835449
	Iteration 2Q: 3 clusters Score -7490614 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -7491155.000000 Penalty: 5237.835449
	Iteration 3Q: 3 clusters Score -7491155 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -7491718.000000 Penalty: 5237.835449
	Iteration 4Q: 3 clusters Score -7491718 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -7492399.000000 Penalty: 5237.835449
	Iteration 5Q: 3 clusters Score -7492399 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -7493115.000000 Penalty: 5237.835449
	Iteration 6Q: 3 clusters Score -7493115 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -7493933.500000 Penalty: 5237.835449
	Iteration 7Q: 3 clusters Score -7493934 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -7495014.500000 Penalty: 5237.835449
	Iteration 8Q: 3 clusters Score -7495014 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -7496369.000000 Penalty: 5237.835449
	Iteration 9Q: 3 clusters Score -7496369 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -7497423.500000 Penalty: 5237.835449
	Iteration 10Q: 3 clusters Score -7497424 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -7498499.000000 Penalty: 5237.835449
	Iteration 11Q: 3 clusters Score -7498499 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -7499355.500000 Penalty: 5237.835449
	Iteration 12Q: 3 clusters Score -7499356 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -7499898.500000 Penalty: 5237.835449
	Iteration 13Q: 3 clusters Score -7499898 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -7500309.500000 Penalty: 5237.835449
	Iteration 14Q: 3 clusters Score -7500310 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -7500498.000000 Penalty: 5237.835449
	Iteration 15Q: 3 clusters Score -7500498 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7500659.500000 Penalty: 5237.835449
	Iteration 16Q: 3 clusters Score -7500660 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7500783.000000 Penalty: 5237.835449
	Iteration 17Q: 3 clusters Score -7500783 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7500883.500000 Penalty: 5237.835449
	Iteration 18Q: 3 clusters Score -7500884 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -7500985.500000 Penalty: 5237.835449
	Iteration 19Q: 3 clusters Score -7500986 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -7501033.500000 Penalty: 5237.835449
	Iteration 20F: 3 clusters Score -7501034 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -7501098.500000 Penalty: 5237.835449
	Iteration 21Q: 3 clusters Score -7501098 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -7501145.500000 Penalty: 5237.835449
	Iteration 22Q: 3 clusters Score -7501146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -7501184.500000 Penalty: 5237.835449
	Iteration 23Q: 3 clusters Score -7501184 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -7501217.000000 Penalty: 5237.835449
	Iteration 24Q: 3 clusters Score -7501217 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -7501244.500000 Penalty: 5237.835449
	Iteration 25Q: 3 clusters Score -7501244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7501280.000000 Penalty: 5237.835449
	Iteration 26Q: 3 clusters Score -7501280 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -7501300.500000 Penalty: 5237.835449
	Iteration 27Q: 3 clusters Score -7501300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -7501328.500000 Penalty: 5237.835449
	Iteration 28Q: 3 clusters Score -7501328 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -7501354.500000 Penalty: 5237.835449
	Iteration 29Q: 3 clusters Score -7501354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -7501358.500000 Penalty: 5237.835449
	Iteration 30Q: 3 clusters Score -7501358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -7501385.000000 Penalty: 5237.835449
	Iteration 31Q: 3 clusters Score -7501385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -7501396.000000 Penalty: 5237.835449
	Iteration 32Q: 3 clusters Score -7501396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -7501409.000000 Penalty: 5237.835449
	Iteration 33Q: 3 clusters Score -7501409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -7501434.500000 Penalty: 5237.835449
	Iteration 34Q: 3 clusters Score -7501434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -7501408.500000 Penalty: 5237.835449
	Iteration 35Q: 3 clusters Score -7501408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -7501449.500000 Penalty: 5237.835449
	Iteration 36Q: 3 clusters Score -7501450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -7501464.500000 Penalty: 5237.835449
	Iteration 37Q: 3 clusters Score -7501464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -7501500.000000 Penalty: 5237.835449
	Iteration 38Q: 3 clusters Score -7501500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7501543.000000 Penalty: 5237.835449
	Iteration 39Q: 3 clusters Score -7501543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -7501557.500000 Penalty: 5237.835449
	Iteration 40F: 3 clusters Score -7501558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -7501574.000000 Penalty: 5237.835449
	Iteration 41Q: 3 clusters Score -7501574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -7501566.500000 Penalty: 5237.835449
	Iteration 42Q: 3 clusters Score -7501566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -7501587.500000 Penalty: 5237.835449
	Iteration 43Q: 3 clusters Score -7501588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -7501584.500000 Penalty: 5237.835449
	Iteration 44Q: 3 clusters Score -7501584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -7501577.000000 Penalty: 5237.835449
	Iteration 45Q: 3 clusters Score -7501577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -7501576.000000 Penalty: 5237.835449
	Iteration 46Q: 3 clusters Score -7501576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7501571.500000 Penalty: 5237.835449
	Iteration 47Q: 3 clusters Score -7501572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7501561.500000 Penalty: 5237.835449
	Iteration 48Q: 3 clusters Score -7501562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -7501578.000000 Penalty: 5237.835449
	Iteration 49Q: 3 clusters Score -7501578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7501567.500000 Penalty: 5237.835449
	Iteration 50Q: 3 clusters Score -7501568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -7501570.000000 Penalty: 5237.835449
	Iteration 51Q: 3 clusters Score -7501570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -7501570.000000 Penalty: 5237.835449
	Iteration 52F: 3 clusters Score -7501570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -83827.679688 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -83827.68 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 325 members 
Entering Unmasked Estep 
Score: -82452.796875 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -82452.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82958.593750 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -82958.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83172.351562 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -83172.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83328.843750 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -83328.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83463.289062 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -83463.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83684.351562 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -83684.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83834.625000 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -83834.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83954.484375 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -83954.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84054.484375 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -84054.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84160.929688 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -84160.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84193.812500 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -84193.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84216.867188 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -84216.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84224.250000 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -84224.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84232.929688 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -84232.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84234.117188 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -84234.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84269.554688 Penalty: 3204.888184
	Iteration 15F: 3 clusters Score -84269.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84359.078125 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -84359.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84434.218750 Penalty: 3204.888184
	Iteration 17Q: 3 clusters Score -84434.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84551.890625 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -84551.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84601.382812 Penalty: 3204.888184
	Iteration 19Q: 3 clusters Score -84601.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84610.812500 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -84610.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84619.820312 Penalty: 3204.888184
	Iteration 21Q: 3 clusters Score -84619.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84644.695312 Penalty: 3204.888184
	Iteration 22Q: 3 clusters Score -84644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84644.695312 Penalty: 3204.888184
	Iteration 23F: 3 clusters Score -84644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 13193 members 
Mstep: Class 62 contains 354 members 
Mstep: Class 63 contains 370 members 
Entering Unmasked Estep 
Score: -161334976.000000 Penalty: 213107.468750
Splitting cluster 37 changes total score from -161334896.000000 to -161334976.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 38 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -44673.191406 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -44673.19 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 220 members 
Entering Unmasked Estep 
Score: -43323.023438 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -43323.02 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43761.183594 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -43761.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43935.761719 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -43935.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44042.425781 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -44042.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44131.933594 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -44131.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44193.941406 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -44193.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44233.292969 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -44233.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44263.082031 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -44263.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44284.921875 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -44284.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44287.394531 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -44287.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44287.496094 Penalty: 3029.083252
	Iteration 10F: 3 clusters Score -44287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44295.035156 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -44295.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44295.035156 Penalty: 3029.083252
	Iteration 12F: 3 clusters Score -44295.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -184133.375000 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -184133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -182205.578125 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -182205.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -182630.046875 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -182630 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -182769.812500 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -182769.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -182861.750000 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -182861.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -182912.859375 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -182912.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -182966.031250 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -182966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -183010.203125 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -183010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -183043.796875 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -183043.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -183077.281250 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -183077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -183105.296875 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -183105.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -183123.609375 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -183123.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -183143.421875 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -183143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -183169.406250 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -183169.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -183193.000000 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -183193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -183216.968750 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -183217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -183232.546875 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -183232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -183249.796875 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -183249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -183266.375000 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -183266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -183281.687500 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -183281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -183291.875000 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -183291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -183299.578125 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -183299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -183305.921875 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -183305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -183306.656250 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -183306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -183306.656250 Penalty: 3477.562012
	Iteration 23F: 3 clusters Score -183306.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -225343.140625 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -225343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -223257.234375 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -223257.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -223777.156250 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -223777.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -224019.140625 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -224019.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -224185.171875 Penalty: 3556.760742
	Iteration 3F: 3 clusters Score -224185.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -224274.328125 Penalty: 3556.760742
	Iteration 4F: 3 clusters Score -224274.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -224320.031250 Penalty: 3556.760742
	Iteration 5Q: 3 clusters Score -224320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -224342.531250 Penalty: 3556.760742
	Iteration 6Q: 3 clusters Score -224342.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -224359.906250 Penalty: 3556.760742
	Iteration 7Q: 3 clusters Score -224359.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -224374.250000 Penalty: 3556.760742
	Iteration 8Q: 3 clusters Score -224374.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -224392.421875 Penalty: 3556.760742
	Iteration 9Q: 3 clusters Score -224392.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -224411.234375 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -224411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -224421.937500 Penalty: 3556.760742
	Iteration 11Q: 3 clusters Score -224421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -224422.968750 Penalty: 3556.760742
	Iteration 12Q: 3 clusters Score -224423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -224424.390625 Penalty: 3556.760742
	Iteration 13Q: 3 clusters Score -224424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -224425.000000 Penalty: 3556.760742
	Iteration 14Q: 3 clusters Score -224425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -224430.187500 Penalty: 3556.760742
	Iteration 15Q: 3 clusters Score -224430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -224430.578125 Penalty: 3556.760742
	Iteration 16Q: 3 clusters Score -224430.6 nChanged 2
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: -224432.500000 Penalty: 3556.760742
	Iteration 17Q: 3 clusters Score -224432.5 nChanged 1
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: -224433.750000 Penalty: 3556.760742
	Iteration 18Q: 3 clusters Score -224433.8 nChanged 2
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: -224436.609375 Penalty: 3556.760742
	Iteration 19Q: 3 clusters Score -224436.6 nChanged 1
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: -224436.765625 Penalty: 3556.760742
	Iteration 20F: 3 clusters Score -224436.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -507485.500000 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -507485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -504457.750000 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -504457.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -505040.562500 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -505040.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -505190.218750 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -505190.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -505267.218750 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -505267.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -505310.437500 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -505310.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -505341.437500 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -505341.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -505366.531250 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -505366.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -505386.593750 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -505386.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -505408.031250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -505408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -505430.718750 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -505430.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -505458.406250 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -505458.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -505478.906250 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -505478.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -505493.218750 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -505493.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -505507.812500 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -505507.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -505522.875000 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -505522.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -505538.125000 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -505538.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -505551.906250 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -505551.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -505565.937500 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -505565.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -505581.156250 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -505581.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -505592.125000 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -505592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -505599.000000 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -505599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -505602.406250 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -505602.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -505608.375000 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -505608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -505613.437500 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -505613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -505619.656250 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -505619.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -505627.593750 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -505627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -505635.312500 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -505635.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -505639.125000 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -505639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -505639.875000 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -505639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -505641.437500 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -505641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -505642.687500 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -505642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -505643.750000 Penalty: 3919.817139
	Iteration 31Q: 3 clusters Score -505643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -505645.562500 Penalty: 3919.817139
	Iteration 32Q: 3 clusters Score -505645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -505645.562500 Penalty: 3919.817139
	Iteration 33F: 3 clusters Score -505645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (43618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Entering Unmasked Estep 
Score: -8561702.000000 Penalty: 2649.439941
	Iteration 0F: 2 clusters Score -8561702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -8533012.000000 Penalty: 5298.879883
	Iteration 0F: 3 clusters Score -8533012 nChanged 19943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -8543920.000000 Penalty: 5298.879883
	Iteration 1F: 3 clusters Score -8543920 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -8544516.000000 Penalty: 5298.879883
	Iteration 2Q: 3 clusters Score -8544516 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -8545089.000000 Penalty: 5298.879883
	Iteration 3Q: 3 clusters Score -8545089 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -8545717.000000 Penalty: 5298.879883
	Iteration 4Q: 3 clusters Score -8545717 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -8546697.000000 Penalty: 5298.879883
	Iteration 5Q: 3 clusters Score -8546697 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -8548203.000000 Penalty: 5298.879883
	Iteration 6F: 3 clusters Score -8548203 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -8550444.000000 Penalty: 5298.879883
	Iteration 7F: 3 clusters Score -8550444 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -8553272.000000 Penalty: 5298.879883
	Iteration 8F: 3 clusters Score -8553272 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -8555701.000000 Penalty: 5298.879883
	Iteration 9F: 3 clusters Score -8555701 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -8557576.000000 Penalty: 5298.879883
	Iteration 10Q: 3 clusters Score -8557576 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -8558547.000000 Penalty: 5298.879883
	Iteration 11Q: 3 clusters Score -8558547 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -8558994.000000 Penalty: 5298.879883
	Iteration 12Q: 3 clusters Score -8558994 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -8559210.000000 Penalty: 5298.879883
	Iteration 13Q: 3 clusters Score -8559210 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -8559273.000000 Penalty: 5298.879883
	Iteration 14Q: 3 clusters Score -8559273 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -8559342.000000 Penalty: 5298.879883
	Iteration 15Q: 3 clusters Score -8559342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8559395.000000 Penalty: 5298.879883
	Iteration 16Q: 3 clusters Score -8559395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -8559434.000000 Penalty: 5298.879883
	Iteration 17Q: 3 clusters Score -8559434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -8559447.000000 Penalty: 5298.879883
	Iteration 18Q: 3 clusters Score -8559447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8559473.000000 Penalty: 5298.879883
	Iteration 19Q: 3 clusters Score -8559473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8559483.000000 Penalty: 5298.879883
	Iteration 20F: 3 clusters Score -8559483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8559485.000000 Penalty: 5298.879883
	Iteration 21Q: 3 clusters Score -8559485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8559496.000000 Penalty: 5298.879883
	Iteration 22Q: 3 clusters Score -8559496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -8559505.000000 Penalty: 5298.879883
	Iteration 23Q: 3 clusters Score -8559505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8559512.000000 Penalty: 5298.879883
	Iteration 24Q: 3 clusters Score -8559512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8559517.000000 Penalty: 5298.879883
	Iteration 25Q: 3 clusters Score -8559517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -8559525.000000 Penalty: 5298.879883
	Iteration 26Q: 3 clusters Score -8559525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -8559528.000000 Penalty: 5298.879883
	Iteration 27Q: 3 clusters Score -8559528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -8559531.000000 Penalty: 5298.879883
	Iteration 28Q: 3 clusters Score -8559531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -8559535.000000 Penalty: 5298.879883
	Iteration 29Q: 3 clusters Score -8559535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8559538.000000 Penalty: 5298.879883
	Iteration 30Q: 3 clusters Score -8559538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8559538.000000 Penalty: 5298.879883
	Iteration 31F: 3 clusters Score -8559538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -49803.867188 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -49803.87 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 186 members 
Entering Unmasked Estep 
Score: -48459.539062 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -48459.54 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48749.722656 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -48749.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48856.167969 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -48856.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48911.398438 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -48911.4 nChanged 7
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: -48922.746094 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -48922.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48923.902344 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -48923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48924.652344 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -48924.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48926.617188 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -48926.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48927.625000 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -48927.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48927.625000 Penalty: 2950.225586
	Iteration 9F: 3 clusters Score -48927.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Entering Unmasked Estep 
Score: -3988034.500000 Penalty: 2445.346191
	Iteration 0F: 2 clusters Score -3988034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3975863.750000 Penalty: 4890.692383
	Iteration 0F: 3 clusters Score -3975864 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3979979.000000 Penalty: 4890.692383
	Iteration 1F: 3 clusters Score -3979979 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3980305.750000 Penalty: 4890.692383
	Iteration 2F: 3 clusters Score -3980306 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3980547.000000 Penalty: 4890.692383
	Iteration 3Q: 3 clusters Score -3980547 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3980731.250000 Penalty: 4890.692383
	Iteration 4Q: 3 clusters Score -3980731 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3980895.250000 Penalty: 4890.692383
	Iteration 5Q: 3 clusters Score -3980895 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3981036.000000 Penalty: 4890.692383
	Iteration 6Q: 3 clusters Score -3981036 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3981206.250000 Penalty: 4890.692383
	Iteration 7Q: 3 clusters Score -3981206 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3981402.250000 Penalty: 4890.692383
	Iteration 8Q: 3 clusters Score -3981402 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3981604.500000 Penalty: 4890.692383
	Iteration 9Q: 3 clusters Score -3981604 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3981825.500000 Penalty: 4890.692383
	Iteration 10Q: 3 clusters Score -3981826 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3982082.250000 Penalty: 4890.692383
	Iteration 11Q: 3 clusters Score -3982082 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3982357.500000 Penalty: 4890.692383
	Iteration 12Q: 3 clusters Score -3982358 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3982643.250000 Penalty: 4890.692383
	Iteration 13Q: 3 clusters Score -3982643 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3982937.000000 Penalty: 4890.692383
	Iteration 14Q: 3 clusters Score -3982937 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3983195.750000 Penalty: 4890.692383
	Iteration 15Q: 3 clusters Score -3983196 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3983505.000000 Penalty: 4890.692383
	Iteration 16Q: 3 clusters Score -3983505 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3983856.750000 Penalty: 4890.692383
	Iteration 17Q: 3 clusters Score -3983857 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3984229.500000 Penalty: 4890.692383
	Iteration 18Q: 3 clusters Score -3984230 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3984615.000000 Penalty: 4890.692383
	Iteration 19Q: 3 clusters Score -3984615 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3984882.000000 Penalty: 4890.692383
	Iteration 20F: 3 clusters Score -3984882 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3985084.500000 Penalty: 4890.692383
	Iteration 21Q: 3 clusters Score -3985084 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3985193.500000 Penalty: 4890.692383
	Iteration 22Q: 3 clusters Score -3985194 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3985297 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3985397.000000 Penalty: 4890.692383
	Iteration 24Q: 3 clusters Score -3985397 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3985483.250000 Penalty: 4890.692383
	Iteration 25Q: 3 clusters Score -3985483 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3985569.250000 Penalty: 4890.692383
	Iteration 26Q: 3 clusters Score -3985569 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3985649.500000 Penalty: 4890.692383
	Iteration 27Q: 3 clusters Score -3985650 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3985737.500000 Penalty: 4890.692383
	Iteration 28Q: 3 clusters Score -3985738 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3985805 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3985847.500000 Penalty: 4890.692383
	Iteration 30Q: 3 clusters Score -3985848 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3985891.000000 Penalty: 4890.692383
	Iteration 31Q: 3 clusters Score -3985891 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3985916.250000 Penalty: 4890.692383
	Iteration 32Q: 3 clusters Score -3985916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3985945.500000 Penalty: 4890.692383
	Iteration 33Q: 3 clusters Score -3985946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3985970.750000 Penalty: 4890.692383
	Iteration 34Q: 3 clusters Score -3985971 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3985988.500000 Penalty: 4890.692383
	Iteration 35Q: 3 clusters Score -3985988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3985989.500000 Penalty: 4890.692383
	Iteration 36Q: 3 clusters Score -3985990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3986006.750000 Penalty: 4890.692383
	Iteration 37Q: 3 clusters Score -3986007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3986011.750000 Penalty: 4890.692383
	Iteration 38Q: 3 clusters Score -3986012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3986017.500000 Penalty: 4890.692383
	Iteration 39Q: 3 clusters Score -3986018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3986033.250000 Penalty: 4890.692383
	Iteration 40F: 3 clusters Score -3986033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3986037.250000 Penalty: 4890.692383
	Iteration 41Q: 3 clusters Score -3986037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3986051.750000 Penalty: 4890.692383
	Iteration 42Q: 3 clusters Score -3986052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3986061.500000 Penalty: 4890.692383
	Iteration 43Q: 3 clusters Score -3986062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3986065.500000 Penalty: 4890.692383
	Iteration 44Q: 3 clusters Score -3986066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3986082.250000 Penalty: 4890.692383
	Iteration 45Q: 3 clusters Score -3986082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3986101.250000 Penalty: 4890.692383
	Iteration 46Q: 3 clusters Score -3986101 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3986127.250000 Penalty: 4890.692383
	Iteration 47Q: 3 clusters Score -3986127 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3986137 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3986149 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3986157.250000 Penalty: 4890.692383
	Iteration 50Q: 3 clusters Score -3986157 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3986176 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3986194 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3986200 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3986218 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3986246.000000 Penalty: 4890.692383
	Iteration 55Q: 3 clusters Score -3986246 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3986237.750000 Penalty: 4890.692383
	Iteration 56Q: 3 clusters Score -3986238 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3986239 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3986241.250000 Penalty: 4890.692383
	Iteration 58Q: 3 clusters Score -3986241 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3986245.500000 Penalty: 4890.692383
	Iteration 59Q: 3 clusters Score -3986246 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3986234.250000 Penalty: 4890.692383
	Iteration 60F: 3 clusters Score -3986234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3986241 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3986231.750000 Penalty: 4890.692383
	Iteration 62Q: 3 clusters Score -3986232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3986223.250000 Penalty: 4890.692383
	Iteration 63Q: 3 clusters Score -3986223 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3986225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3986213.750000 Penalty: 4890.692383
	Iteration 65Q: 3 clusters Score -3986214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3986220.250000 Penalty: 4890.692383
	Iteration 66Q: 3 clusters Score -3986220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3986206.250000 Penalty: 4890.692383
	Iteration 67Q: 3 clusters Score -3986206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3986204.500000 Penalty: 4890.692383
	Iteration 68Q: 3 clusters Score -3986204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3986203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3986204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3986209.750000 Penalty: 4890.692383
	Iteration 71Q: 3 clusters Score -3986210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3986206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3986208.500000 Penalty: 4890.692383
	Iteration 73Q: 3 clusters Score -3986208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3986211.000000 Penalty: 4890.692383
	Iteration 74Q: 3 clusters Score -3986211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3986217.500000 Penalty: 4890.692383
	Iteration 75Q: 3 clusters Score -3986218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3986214.000000 Penalty: 4890.692383
	Iteration 76Q: 3 clusters Score -3986214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3986197.250000 Penalty: 4890.692383
	Iteration 77Q: 3 clusters Score -3986197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3986198.500000 Penalty: 4890.692383
	Iteration 78Q: 3 clusters Score -3986198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3986194.250000 Penalty: 4890.692383
	Iteration 79Q: 3 clusters Score -3986194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3986199.000000 Penalty: 4890.692383
	Iteration 80F: 3 clusters Score -3986199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3986200.750000 Penalty: 4890.692383
	Iteration 81Q: 3 clusters Score -3986201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3986199.250000 Penalty: 4890.692383
	Iteration 82Q: 3 clusters Score -3986199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3986196.750000 Penalty: 4890.692383
	Iteration 83Q: 3 clusters Score -3986197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3986209.250000 Penalty: 4890.692383
	Iteration 84Q: 3 clusters Score -3986209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3986213.250000 Penalty: 4890.692383
	Iteration 85Q: 3 clusters Score -3986213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3986223.750000 Penalty: 4890.692383
	Iteration 86Q: 3 clusters Score -3986224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3986232.250000 Penalty: 4890.692383
	Iteration 87Q: 3 clusters Score -3986232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3986222.250000 Penalty: 4890.692383
	Iteration 88Q: 3 clusters Score -3986222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3986228.250000 Penalty: 4890.692383
	Iteration 89Q: 3 clusters Score -3986228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3986226.750000 Penalty: 4890.692383
	Iteration 90Q: 3 clusters Score -3986227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3986232.750000 Penalty: 4890.692383
	Iteration 91Q: 3 clusters Score -3986233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3986230.500000 Penalty: 4890.692383
	Iteration 92Q: 3 clusters Score -3986230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3986218.500000 Penalty: 4890.692383
	Iteration 93Q: 3 clusters Score -3986218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3986222.250000 Penalty: 4890.692383
	Iteration 94Q: 3 clusters Score -3986222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3986219.500000 Penalty: 4890.692383
	Iteration 95Q: 3 clusters Score -3986220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3986225.250000 Penalty: 4890.692383
	Iteration 96Q: 3 clusters Score -3986225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3986220.250000 Penalty: 4890.692383
	Iteration 97Q: 3 clusters Score -3986220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3986224.250000 Penalty: 4890.692383
	Iteration 98Q: 3 clusters Score -3986224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3986221.500000 Penalty: 4890.692383
	Iteration 99Q: 3 clusters Score -3986222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3986217.500000 Penalty: 4890.692383
	Iteration 100F: 3 clusters Score -3986218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3986211.500000 Penalty: 4890.692383
	Iteration 101Q: 3 clusters Score -3986212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3986200.000000 Penalty: 4890.692383
	Iteration 102Q: 3 clusters Score -3986200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3986192.750000 Penalty: 4890.692383
	Iteration 103Q: 3 clusters Score -3986193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3986197.750000 Penalty: 4890.692383
	Iteration 104Q: 3 clusters Score -3986198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3986200.750000 Penalty: 4890.692383
	Iteration 105Q: 3 clusters Score -3986201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3986188.750000 Penalty: 4890.692383
	Iteration 106Q: 3 clusters Score -3986189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3986190.750000 Penalty: 4890.692383
	Iteration 107Q: 3 clusters Score -3986191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3986195.750000 Penalty: 4890.692383
	Iteration 108Q: 3 clusters Score -3986196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3986188.750000 Penalty: 4890.692383
	Iteration 109Q: 3 clusters Score -3986189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3986181.250000 Penalty: 4890.692383
	Iteration 110Q: 3 clusters Score -3986181 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3986172.500000 Penalty: 4890.692383
	Iteration 111Q: 3 clusters Score -3986172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3986175.750000 Penalty: 4890.692383
	Iteration 112Q: 3 clusters Score -3986176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3986176.750000 Penalty: 4890.692383
	Iteration 113Q: 3 clusters Score -3986177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3986175.250000 Penalty: 4890.692383
	Iteration 114Q: 3 clusters Score -3986175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3986175.500000 Penalty: 4890.692383
	Iteration 115Q: 3 clusters Score -3986176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3986175.000000 Penalty: 4890.692383
	Iteration 116Q: 3 clusters Score -3986175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3986172.500000 Penalty: 4890.692383
	Iteration 117Q: 3 clusters Score -3986172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3986168.750000 Penalty: 4890.692383
	Iteration 118Q: 3 clusters Score -3986169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3986168.750000 Penalty: 4890.692383
	Iteration 119F: 3 clusters Score -3986169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (15843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Entering Unmasked Estep 
Score: -3317341.750000 Penalty: 2398.279785
	Iteration 0F: 2 clusters Score -3317342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3306761.500000 Penalty: 4796.559570
	Iteration 0F: 3 clusters Score -3306762 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3310309.250000 Penalty: 4796.559570
	Iteration 1F: 3 clusters Score -3310309 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3310631.250000 Penalty: 4796.559570
	Iteration 2F: 3 clusters Score -3310631 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3310920.500000 Penalty: 4796.559570
	Iteration 3Q: 3 clusters Score -3310920 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3311201.750000 Penalty: 4796.559570
	Iteration 4Q: 3 clusters Score -3311202 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3311485.750000 Penalty: 4796.559570
	Iteration 5Q: 3 clusters Score -3311486 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3311832.000000 Penalty: 4796.559570
	Iteration 6Q: 3 clusters Score -3311832 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3312243.500000 Penalty: 4796.559570
	Iteration 7Q: 3 clusters Score -3312244 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3312729.500000 Penalty: 4796.559570
	Iteration 8F: 3 clusters Score -3312730 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3313267.000000 Penalty: 4796.559570
	Iteration 9F: 3 clusters Score -3313267 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3313769.500000 Penalty: 4796.559570
	Iteration 10Q: 3 clusters Score -3313770 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3314251.500000 Penalty: 4796.559570
	Iteration 11Q: 3 clusters Score -3314252 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3314721.250000 Penalty: 4796.559570
	Iteration 12Q: 3 clusters Score -3314721 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3315206.000000 Penalty: 4796.559570
	Iteration 13Q: 3 clusters Score -3315206 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3315583.500000 Penalty: 4796.559570
	Iteration 14Q: 3 clusters Score -3315584 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3315836.750000 Penalty: 4796.559570
	Iteration 15Q: 3 clusters Score -3315837 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3315946.500000 Penalty: 4796.559570
	Iteration 16Q: 3 clusters Score -3315946 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3315969.000000 Penalty: 4796.559570
	Iteration 17Q: 3 clusters Score -3315969 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3315988.250000 Penalty: 4796.559570
	Iteration 18Q: 3 clusters Score -3315988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3315992.250000 Penalty: 4796.559570
	Iteration 19Q: 3 clusters Score -3315992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3315990.250000 Penalty: 4796.559570
	Iteration 20F: 3 clusters Score -3315990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3316000.000000 Penalty: 4796.559570
	Iteration 21Q: 3 clusters Score -3316000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3316008.000000 Penalty: 4796.559570
	Iteration 22Q: 3 clusters Score -3316008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3316005.250000 Penalty: 4796.559570
	Iteration 23Q: 3 clusters Score -3316005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3316005.500000 Penalty: 4796.559570
	Iteration 24Q: 3 clusters Score -3316006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3316007.750000 Penalty: 4796.559570
	Iteration 25Q: 3 clusters Score -3316008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3316007.250000 Penalty: 4796.559570
	Iteration 26Q: 3 clusters Score -3316007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3316009.250000 Penalty: 4796.559570
	Iteration 27Q: 3 clusters Score -3316009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3316015.750000 Penalty: 4796.559570
	Iteration 28Q: 3 clusters Score -3316016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3316009.750000 Penalty: 4796.559570
	Iteration 29Q: 3 clusters Score -3316010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3316012.000000 Penalty: 4796.559570
	Iteration 30Q: 3 clusters Score -3316012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3316016.250000 Penalty: 4796.559570
	Iteration 31Q: 3 clusters Score -3316016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3316011.000000 Penalty: 4796.559570
	Iteration 32Q: 3 clusters Score -3316011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3316011.500000 Penalty: 4796.559570
	Iteration 33Q: 3 clusters Score -3316012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3316012.500000 Penalty: 4796.559570
	Iteration 34Q: 3 clusters Score -3316012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3316016.000000 Penalty: 4796.559570
	Iteration 35Q: 3 clusters Score -3316016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3316022.250000 Penalty: 4796.559570
	Iteration 36Q: 3 clusters Score -3316022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3316020.250000 Penalty: 4796.559570
	Iteration 37Q: 3 clusters Score -3316020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3316023.250000 Penalty: 4796.559570
	Iteration 38Q: 3 clusters Score -3316023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3316018.500000 Penalty: 4796.559570
	Iteration 39Q: 3 clusters Score -3316018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3316019.000000 Penalty: 4796.559570
	Iteration 40F: 3 clusters Score -3316019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3316022.000000 Penalty: 4796.559570
	Iteration 41Q: 3 clusters Score -3316022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3316022.250000 Penalty: 4796.559570
	Iteration 42Q: 3 clusters Score -3316022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3316028.000000 Penalty: 4796.559570
	Iteration 43Q: 3 clusters Score -3316028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3316025.250000 Penalty: 4796.559570
	Iteration 44Q: 3 clusters Score -3316025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3316025.250000 Penalty: 4796.559570
	Iteration 45F: 3 clusters Score -3316025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -1321450.750000 Penalty: 2187.313477
	Iteration 0F: 2 clusters Score -1321451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1315891.250000 Penalty: 4374.626953
	Iteration 0F: 3 clusters Score -1315891 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1317452.875000 Penalty: 4374.626953
	Iteration 1F: 3 clusters Score -1317453 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1317775.250000 Penalty: 4374.626953
	Iteration 2F: 3 clusters Score -1317775 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1318056.625000 Penalty: 4374.626953
	Iteration 3F: 3 clusters Score -1318057 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1318309.125000 Penalty: 4374.626953
	Iteration 4F: 3 clusters Score -1318309 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1318564.000000 Penalty: 4374.626953
	Iteration 5F: 3 clusters Score -1318564 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1318813.625000 Penalty: 4374.626953
	Iteration 6Q: 3 clusters Score -1318814 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1319055.750000 Penalty: 4374.626953
	Iteration 7Q: 3 clusters Score -1319056 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1319254.750000 Penalty: 4374.626953
	Iteration 8Q: 3 clusters Score -1319255 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1319410.375000 Penalty: 4374.626953
	Iteration 9Q: 3 clusters Score -1319410 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1319555.000000 Penalty: 4374.626953
	Iteration 10Q: 3 clusters Score -1319555 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1319666.500000 Penalty: 4374.626953
	Iteration 11Q: 3 clusters Score -1319666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1319742.000000 Penalty: 4374.626953
	Iteration 12Q: 3 clusters Score -1319742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1319795.125000 Penalty: 4374.626953
	Iteration 13Q: 3 clusters Score -1319795 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1319831.125000 Penalty: 4374.626953
	Iteration 14Q: 3 clusters Score -1319831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1319856.250000 Penalty: 4374.626953
	Iteration 15Q: 3 clusters Score -1319856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1319892.375000 Penalty: 4374.626953
	Iteration 16Q: 3 clusters Score -1319892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1319917.125000 Penalty: 4374.626953
	Iteration 17Q: 3 clusters Score -1319917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1319934.000000 Penalty: 4374.626953
	Iteration 18Q: 3 clusters Score -1319934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1319949.125000 Penalty: 4374.626953
	Iteration 19Q: 3 clusters Score -1319949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1319960.750000 Penalty: 4374.626953
	Iteration 20F: 3 clusters Score -1319961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1319972.750000 Penalty: 4374.626953
	Iteration 21Q: 3 clusters Score -1319973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1319984.125000 Penalty: 4374.626953
	Iteration 22Q: 3 clusters Score -1319984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1319988.875000 Penalty: 4374.626953
	Iteration 23Q: 3 clusters Score -1319989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1319999.250000 Penalty: 4374.626953
	Iteration 24Q: 3 clusters Score -1319999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1320002.000000 Penalty: 4374.626953
	Iteration 25Q: 3 clusters Score -1320002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1320000.750000 Penalty: 4374.626953
	Iteration 26Q: 3 clusters Score -1320001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1320006.875000 Penalty: 4374.626953
	Iteration 27Q: 3 clusters Score -1320007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1320008.250000 Penalty: 4374.626953
	Iteration 28Q: 3 clusters Score -1320008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1320011.625000 Penalty: 4374.626953
	Iteration 29Q: 3 clusters Score -1320012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1320015.000000 Penalty: 4374.626953
	Iteration 30Q: 3 clusters Score -1320015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1320016.875000 Penalty: 4374.626953
	Iteration 31Q: 3 clusters Score -1320017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1320016.500000 Penalty: 4374.626953
	Iteration 32Q: 3 clusters Score -1320016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1320018.625000 Penalty: 4374.626953
	Iteration 33Q: 3 clusters Score -1320019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1320019.875000 Penalty: 4374.626953
	Iteration 34Q: 3 clusters Score -1320020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1320021.500000 Penalty: 4374.626953
	Iteration 35Q: 3 clusters Score -1320022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1320020.500000 Penalty: 4374.626953
	Iteration 36Q: 3 clusters Score -1320020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1320021.625000 Penalty: 4374.626953
	Iteration 37Q: 3 clusters Score -1320022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1320022.625000 Penalty: 4374.626953
	Iteration 38Q: 3 clusters Score -1320023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1320023.000000 Penalty: 4374.626953
	Iteration 39Q: 3 clusters Score -1320023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1320023.500000 Penalty: 4374.626953
	Iteration 40F: 3 clusters Score -1320024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1320026.000000 Penalty: 4374.626953
	Iteration 41Q: 3 clusters Score -1320026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1320028.750000 Penalty: 4374.626953
	Iteration 42Q: 3 clusters Score -1320029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1320028.500000 Penalty: 4374.626953
	Iteration 43Q: 3 clusters Score -1320028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1320032.375000 Penalty: 4374.626953
	Iteration 44Q: 3 clusters Score -1320032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1320032.000000 Penalty: 4374.626953
	Iteration 45Q: 3 clusters Score -1320032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1320034.125000 Penalty: 4374.626953
	Iteration 46Q: 3 clusters Score -1320034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1320035.500000 Penalty: 4374.626953
	Iteration 47Q: 3 clusters Score -1320036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1320035.625000 Penalty: 4374.626953
	Iteration 48Q: 3 clusters Score -1320036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1320035.250000 Penalty: 4374.626953
	Iteration 49Q: 3 clusters Score -1320035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1320033.125000 Penalty: 4374.626953
	Iteration 50Q: 3 clusters Score -1320033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1320036.000000 Penalty: 4374.626953
	Iteration 51Q: 3 clusters Score -1320036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1320035.625000 Penalty: 4374.626953
	Iteration 52Q: 3 clusters Score -1320036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1320035.375000 Penalty: 4374.626953
	Iteration 53Q: 3 clusters Score -1320035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1320036.875000 Penalty: 4374.626953
	Iteration 54Q: 3 clusters Score -1320037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1320038.875000 Penalty: 4374.626953
	Iteration 55Q: 3 clusters Score -1320039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1320041.000000 Penalty: 4374.626953
	Iteration 56Q: 3 clusters Score -1320041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1320040.250000 Penalty: 4374.626953
	Iteration 57Q: 3 clusters Score -1320040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1320043.000000 Penalty: 4374.626953
	Iteration 58Q: 3 clusters Score -1320043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1320048.750000 Penalty: 4374.626953
	Iteration 59Q: 3 clusters Score -1320049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1320050.750000 Penalty: 4374.626953
	Iteration 60F: 3 clusters Score -1320051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1320051.750000 Penalty: 4374.626953
	Iteration 61Q: 3 clusters Score -1320052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1320053.750000 Penalty: 4374.626953
	Iteration 62Q: 3 clusters Score -1320054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1320051.000000 Penalty: 4374.626953
	Iteration 63Q: 3 clusters Score -1320051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1320051.625000 Penalty: 4374.626953
	Iteration 64Q: 3 clusters Score -1320052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1320053.250000 Penalty: 4374.626953
	Iteration 65Q: 3 clusters Score -1320053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1320052.875000 Penalty: 4374.626953
	Iteration 66Q: 3 clusters Score -1320053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1320048.500000 Penalty: 4374.626953
	Iteration 67Q: 3 clusters Score -1320048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1320050.125000 Penalty: 4374.626953
	Iteration 68Q: 3 clusters Score -1320050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1320051.000000 Penalty: 4374.626953
	Iteration 69Q: 3 clusters Score -1320051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1320051.875000 Penalty: 4374.626953
	Iteration 70Q: 3 clusters Score -1320052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1320051.500000 Penalty: 4374.626953
	Iteration 71Q: 3 clusters Score -1320052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1320054.125000 Penalty: 4374.626953
	Iteration 72Q: 3 clusters Score -1320054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1320055.250000 Penalty: 4374.626953
	Iteration 73Q: 3 clusters Score -1320055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1320061.375000 Penalty: 4374.626953
	Iteration 74Q: 3 clusters Score -1320061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1320063.500000 Penalty: 4374.626953
	Iteration 75Q: 3 clusters Score -1320064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1320066.750000 Penalty: 4374.626953
	Iteration 76Q: 3 clusters Score -1320067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1320068.750000 Penalty: 4374.626953
	Iteration 77Q: 3 clusters Score -1320069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1320072.250000 Penalty: 4374.626953
	Iteration 78Q: 3 clusters Score -1320072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1320069.625000 Penalty: 4374.626953
	Iteration 79Q: 3 clusters Score -1320070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1320072.125000 Penalty: 4374.626953
	Iteration 80F: 3 clusters Score -1320072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1320074.875000 Penalty: 4374.626953
	Iteration 81Q: 3 clusters Score -1320075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1320080.625000 Penalty: 4374.626953
	Iteration 82Q: 3 clusters Score -1320081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1320080.750000 Penalty: 4374.626953
	Iteration 83Q: 3 clusters Score -1320081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1320079.375000 Penalty: 4374.626953
	Iteration 84Q: 3 clusters Score -1320079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1320079.375000 Penalty: 4374.626953
	Iteration 85F: 3 clusters Score -1320079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (39817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Entering Unmasked Estep 
Score: -7751834.000000 Penalty: 2626.828369
	Iteration 0F: 2 clusters Score -7751834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -7728596.000000 Penalty: 5253.656738
	Iteration 0F: 3 clusters Score -7728596 nChanged 18140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -7738317.000000 Penalty: 5253.656738
	Iteration 1F: 3 clusters Score -7738317 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -7738772.000000 Penalty: 5253.656738
	Iteration 2Q: 3 clusters Score -7738772 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -7739153.000000 Penalty: 5253.656738
	Iteration 3Q: 3 clusters Score -7739153 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -7739545.500000 Penalty: 5253.656738
	Iteration 4Q: 3 clusters Score -7739546 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -7739929.500000 Penalty: 5253.656738
	Iteration 5Q: 3 clusters Score -7739930 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -7740323.500000 Penalty: 5253.656738
	Iteration 6Q: 3 clusters Score -7740324 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -7740740.000000 Penalty: 5253.656738
	Iteration 7Q: 3 clusters Score -7740740 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -7741259.000000 Penalty: 5253.656738
	Iteration 8Q: 3 clusters Score -7741259 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -7741795.500000 Penalty: 5253.656738
	Iteration 9Q: 3 clusters Score -7741796 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -7742503.500000 Penalty: 5253.656738
	Iteration 10Q: 3 clusters Score -7742504 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -7743425.500000 Penalty: 5253.656738
	Iteration 11F: 3 clusters Score -7743426 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -7744475.500000 Penalty: 5253.656738
	Iteration 12F: 3 clusters Score -7744476 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -7745450.500000 Penalty: 5253.656738
	Iteration 13F: 3 clusters Score -7745450 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -7746327.000000 Penalty: 5253.656738
	Iteration 14F: 3 clusters Score -7746327 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -7747194.500000 Penalty: 5253.656738
	Iteration 15Q: 3 clusters Score -7747194 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -7747805.500000 Penalty: 5253.656738
	Iteration 16Q: 3 clusters Score -7747806 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -7748200.000000 Penalty: 5253.656738
	Iteration 17Q: 3 clusters Score -7748200 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7748485.000000 Penalty: 5253.656738
	Iteration 18Q: 3 clusters Score -7748485 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -7748707.500000 Penalty: 5253.656738
	Iteration 19Q: 3 clusters Score -7748708 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -7748867.000000 Penalty: 5253.656738
	Iteration 20F: 3 clusters Score -7748867 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -7748970.500000 Penalty: 5253.656738
	Iteration 21Q: 3 clusters Score -7748970 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7749058.500000 Penalty: 5253.656738
	Iteration 22Q: 3 clusters Score -7749058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7749134.500000 Penalty: 5253.656738
	Iteration 23Q: 3 clusters Score -7749134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -7749212.000000 Penalty: 5253.656738
	Iteration 24Q: 3 clusters Score -7749212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -7749280.000000 Penalty: 5253.656738
	Iteration 25Q: 3 clusters Score -7749280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -7749308.500000 Penalty: 5253.656738
	Iteration 26Q: 3 clusters Score -7749308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7749346.500000 Penalty: 5253.656738
	Iteration 27Q: 3 clusters Score -7749346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -7749376.000000 Penalty: 5253.656738
	Iteration 28Q: 3 clusters Score -7749376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -7749415.500000 Penalty: 5253.656738
	Iteration 29Q: 3 clusters Score -7749416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7749426.000000 Penalty: 5253.656738
	Iteration 30Q: 3 clusters Score -7749426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7749452.000000 Penalty: 5253.656738
	Iteration 31Q: 3 clusters Score -7749452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -7749467.500000 Penalty: 5253.656738
	Iteration 32Q: 3 clusters Score -7749468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -7749475.000000 Penalty: 5253.656738
	Iteration 33Q: 3 clusters Score -7749475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7749482.500000 Penalty: 5253.656738
	Iteration 34Q: 3 clusters Score -7749482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -7749500.000000 Penalty: 5253.656738
	Iteration 35Q: 3 clusters Score -7749500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -7749503.000000 Penalty: 5253.656738
	Iteration 36Q: 3 clusters Score -7749503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -7749504.000000 Penalty: 5253.656738
	Iteration 37Q: 3 clusters Score -7749504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7749509.000000 Penalty: 5253.656738
	Iteration 38Q: 3 clusters Score -7749509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -7749515.000000 Penalty: 5253.656738
	Iteration 39Q: 3 clusters Score -7749515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -7749515.000000 Penalty: 5253.656738
	Iteration 40F: 3 clusters Score -7749515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -188333.609375 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -188333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -186463.546875 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -186463.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187226.265625 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -187226.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -187552.078125 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -187552.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -187810.625000 Penalty: 3499.862793
	Iteration 3F: 3 clusters Score -187810.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -188018.968750 Penalty: 3499.862793
	Iteration 4F: 3 clusters Score -188019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188222.031250 Penalty: 3499.862793
	Iteration 5F: 3 clusters Score -188222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -188354.203125 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -188354.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188410.218750 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -188410.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -188455.453125 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -188455.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -188490.296875 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -188490.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -188518.734375 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -188518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -188539.953125 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -188540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -188546.437500 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -188546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -188548.265625 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -188548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -188552.984375 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -188553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -188558.765625 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -188558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188560.859375 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -188560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -188561.531250 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -188561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -188572.765625 Penalty: 3499.862793
	Iteration 18F: 3 clusters Score -188572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188606.796875 Penalty: 3499.862793
	Iteration 19Q: 3 clusters Score -188606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188613.234375 Penalty: 3499.862793
	Iteration 20F: 3 clusters Score -188613.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188628.890625 Penalty: 3499.862793
	Iteration 21Q: 3 clusters Score -188628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188640.953125 Penalty: 3499.862793
	Iteration 22Q: 3 clusters Score -188641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188645.671875 Penalty: 3499.862793
	Iteration 23Q: 3 clusters Score -188645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188647.015625 Penalty: 3499.862793
	Iteration 24Q: 3 clusters Score -188647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -188649.468750 Penalty: 3499.862793
	Iteration 25Q: 3 clusters Score -188649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -188650.390625 Penalty: 3499.862793
	Iteration 26Q: 3 clusters Score -188650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188650.718750 Penalty: 3499.862793
	Iteration 27Q: 3 clusters Score -188650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188650.718750 Penalty: 3499.862793
	Iteration 28F: 3 clusters Score -188650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 594 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 13193 members 
Mstep: Class 62 contains 354 members 
Mstep: Class 63 contains 370 members 
Mstep: Class 64 contains 566 members 
Entering Unmasked Estep 
Score: -161333792.000000 Penalty: 216490.140625
Splitting cluster 48 changes total score from -161334896.000000 to -161333792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (16793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Entering Unmasked Estep 
Score: -3354600.250000 Penalty: 2412.721924
	Iteration 0F: 2 clusters Score -3354600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3342773.000000 Penalty: 4825.443848
	Iteration 0F: 3 clusters Score -3342773 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3346761.500000 Penalty: 4825.443848
	Iteration 1F: 3 clusters Score -3346762 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3347117.500000 Penalty: 4825.443848
	Iteration 2F: 3 clusters Score -3347118 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3347373.750000 Penalty: 4825.443848
	Iteration 3Q: 3 clusters Score -3347374 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3347566.250000 Penalty: 4825.443848
	Iteration 4Q: 3 clusters Score -3347566 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3347719.000000 Penalty: 4825.443848
	Iteration 5Q: 3 clusters Score -3347719 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3347834.500000 Penalty: 4825.443848
	Iteration 6Q: 3 clusters Score -3347834 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3347958.250000 Penalty: 4825.443848
	Iteration 7Q: 3 clusters Score -3347958 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3348042.750000 Penalty: 4825.443848
	Iteration 8Q: 3 clusters Score -3348043 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3348132.000000 Penalty: 4825.443848
	Iteration 9Q: 3 clusters Score -3348132 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3348219.750000 Penalty: 4825.443848
	Iteration 10Q: 3 clusters Score -3348220 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3348311.000000 Penalty: 4825.443848
	Iteration 11Q: 3 clusters Score -3348311 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3348368.250000 Penalty: 4825.443848
	Iteration 12Q: 3 clusters Score -3348368 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3348453.750000 Penalty: 4825.443848
	Iteration 13Q: 3 clusters Score -3348454 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3348545.500000 Penalty: 4825.443848
	Iteration 14Q: 3 clusters Score -3348546 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3348624.500000 Penalty: 4825.443848
	Iteration 15Q: 3 clusters Score -3348624 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3348728.250000 Penalty: 4825.443848
	Iteration 16Q: 3 clusters Score -3348728 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3348856.250000 Penalty: 4825.443848
	Iteration 17Q: 3 clusters Score -3348856 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3349039.500000 Penalty: 4825.443848
	Iteration 18Q: 3 clusters Score -3349040 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3349285.500000 Penalty: 4825.443848
	Iteration 19Q: 3 clusters Score -3349286 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3349558.250000 Penalty: 4825.443848
	Iteration 20F: 3 clusters Score -3349558 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3349869.750000 Penalty: 4825.443848
	Iteration 21Q: 3 clusters Score -3349870 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3350184.750000 Penalty: 4825.443848
	Iteration 22Q: 3 clusters Score -3350185 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3350485.250000 Penalty: 4825.443848
	Iteration 23Q: 3 clusters Score -3350485 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3350803.750000 Penalty: 4825.443848
	Iteration 24Q: 3 clusters Score -3350804 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3351061.000000 Penalty: 4825.443848
	Iteration 25Q: 3 clusters Score -3351061 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3351302.750000 Penalty: 4825.443848
	Iteration 26Q: 3 clusters Score -3351303 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3351525.750000 Penalty: 4825.443848
	Iteration 27Q: 3 clusters Score -3351526 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3351691.500000 Penalty: 4825.443848
	Iteration 28Q: 3 clusters Score -3351692 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3351841.250000 Penalty: 4825.443848
	Iteration 29Q: 3 clusters Score -3351841 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3351982.500000 Penalty: 4825.443848
	Iteration 30Q: 3 clusters Score -3351982 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3352079.500000 Penalty: 4825.443848
	Iteration 31Q: 3 clusters Score -3352080 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3352163.500000 Penalty: 4825.443848
	Iteration 32Q: 3 clusters Score -3352164 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3352266.250000 Penalty: 4825.443848
	Iteration 33Q: 3 clusters Score -3352266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3352332.000000 Penalty: 4825.443848
	Iteration 34Q: 3 clusters Score -3352332 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3352391.500000 Penalty: 4825.443848
	Iteration 35Q: 3 clusters Score -3352392 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3352431.250000 Penalty: 4825.443848
	Iteration 36Q: 3 clusters Score -3352431 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3352467.750000 Penalty: 4825.443848
	Iteration 37Q: 3 clusters Score -3352468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3352482.500000 Penalty: 4825.443848
	Iteration 38Q: 3 clusters Score -3352482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3352494.000000 Penalty: 4825.443848
	Iteration 39Q: 3 clusters Score -3352494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3352515.250000 Penalty: 4825.443848
	Iteration 40F: 3 clusters Score -3352515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3352531.000000 Penalty: 4825.443848
	Iteration 41Q: 3 clusters Score -3352531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3352535.750000 Penalty: 4825.443848
	Iteration 42Q: 3 clusters Score -3352536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3352554.000000 Penalty: 4825.443848
	Iteration 43Q: 3 clusters Score -3352554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3352566.750000 Penalty: 4825.443848
	Iteration 44Q: 3 clusters Score -3352567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3352576.500000 Penalty: 4825.443848
	Iteration 45Q: 3 clusters Score -3352576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3352594.000000 Penalty: 4825.443848
	Iteration 46Q: 3 clusters Score -3352594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3352605.500000 Penalty: 4825.443848
	Iteration 47Q: 3 clusters Score -3352606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3352603.500000 Penalty: 4825.443848
	Iteration 48Q: 3 clusters Score -3352604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3352621.250000 Penalty: 4825.443848
	Iteration 49Q: 3 clusters Score -3352621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3352625.750000 Penalty: 4825.443848
	Iteration 50Q: 3 clusters Score -3352626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3352634.250000 Penalty: 4825.443848
	Iteration 51Q: 3 clusters Score -3352634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3352632.250000 Penalty: 4825.443848
	Iteration 52Q: 3 clusters Score -3352632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3352630.500000 Penalty: 4825.443848
	Iteration 53Q: 3 clusters Score -3352630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3352640.000000 Penalty: 4825.443848
	Iteration 54Q: 3 clusters Score -3352640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3352647.250000 Penalty: 4825.443848
	Iteration 55Q: 3 clusters Score -3352647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3352646.000000 Penalty: 4825.443848
	Iteration 56Q: 3 clusters Score -3352646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3352663.250000 Penalty: 4825.443848
	Iteration 57Q: 3 clusters Score -3352663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3352667.250000 Penalty: 4825.443848
	Iteration 58Q: 3 clusters Score -3352667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3352675.250000 Penalty: 4825.443848
	Iteration 59Q: 3 clusters Score -3352675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3352673.500000 Penalty: 4825.443848
	Iteration 60F: 3 clusters Score -3352674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3352675.250000 Penalty: 4825.443848
	Iteration 61Q: 3 clusters Score -3352675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3352678.500000 Penalty: 4825.443848
	Iteration 62Q: 3 clusters Score -3352678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3352678.500000 Penalty: 4825.443848
	Iteration 63F: 3 clusters Score -3352678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 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 163 members 
Entering Unmasked Estep 
Score: -20010.589844 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20010.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20342.541016 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20342.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20695.099609 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -20695.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21216.189453 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -21216.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21389.185547 Penalty: 2892.613770
	Iteration 4F: 3 clusters Score -21389.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21625.515625 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -21625.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21647.607422 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -21647.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21647.607422 Penalty: 2892.613770
	Iteration 7F: 3 clusters Score -21647.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 126 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 13193 members 
Mstep: Class 62 contains 354 members 
Mstep: Class 63 contains 370 members 
Mstep: Class 64 contains 215 members 
Entering Unmasked Estep 
Score: -161333328.000000 Penalty: 216490.140625
Splitting cluster 50 changes total score from -161334896.000000 to -161333328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -112141.734375 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -112141.7 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 355 members 
Entering Unmasked Estep 
Score: -110500.953125 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -110501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -110737.359375 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -110737.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110821.781250 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -110821.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -110884.156250 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -110884.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -110904.960938 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -110905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110918.015625 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -110918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110927.015625 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -110927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110939.375000 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -110939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110943.507812 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -110943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110947.968750 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -110948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110950.085938 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -110950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110950.085938 Penalty: 3229.088135
	Iteration 11F: 3 clusters Score -110950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -117079.914062 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -117079.9 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 304 members 
Entering Unmasked Estep 
Score: -115534.242188 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -115534.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -115815.062500 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -115815.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -115897.523438 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -115897.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -115953.992188 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -115954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -115999.460938 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -115999.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -116033.296875 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -116033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -116052.460938 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -116052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -116080.156250 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -116080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -116097.085938 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -116097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -116119.109375 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -116119.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -116148.875000 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -116148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -116170.890625 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -116170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -116185.242188 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -116185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -116188.914062 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -116188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -116191.906250 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -116191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -116192.187500 Penalty: 3199.433350
	Iteration 15F: 3 clusters Score -116192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -116210.406250 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -116210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -116238.765625 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -116238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116254.851562 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -116254.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -116283.796875 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -116283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -116304.875000 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -116304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -116331.726562 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -116331.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -116368.953125 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -116369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -116433.171875 Penalty: 3199.433350
	Iteration 23Q: 3 clusters Score -116433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -116485.679688 Penalty: 3199.433350
	Iteration 24Q: 3 clusters Score -116485.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -116535.289062 Penalty: 3199.433350
	Iteration 25Q: 3 clusters Score -116535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -116547.929688 Penalty: 3199.433350
	Iteration 26Q: 3 clusters Score -116547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -116559.843750 Penalty: 3199.433350
	Iteration 27Q: 3 clusters Score -116559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -116563.507812 Penalty: 3199.433350
	Iteration 28Q: 3 clusters Score -116563.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -116563.507812 Penalty: 3199.433350
	Iteration 29F: 3 clusters Score -116563.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -828477.875000 Penalty: 2081.966309
	Iteration 0F: 2 clusters Score -828477.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -824380.500000 Penalty: 4163.932617
	Iteration 0F: 3 clusters Score -824380.5 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -825603.562500 Penalty: 4163.932617
	Iteration 1F: 3 clusters Score -825603.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -826160.187500 Penalty: 4163.932617
	Iteration 2F: 3 clusters Score -826160.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -826590.875000 Penalty: 4163.932617
	Iteration 3F: 3 clusters Score -826590.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -826916.937500 Penalty: 4163.932617
	Iteration 4F: 3 clusters Score -826916.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -827141.500000 Penalty: 4163.932617
	Iteration 5F: 3 clusters Score -827141.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -827317.687500 Penalty: 4163.932617
	Iteration 6Q: 3 clusters Score -827317.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -827446.687500 Penalty: 4163.932617
	Iteration 7Q: 3 clusters Score -827446.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -827569.312500 Penalty: 4163.932617
	Iteration 8Q: 3 clusters Score -827569.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -827724.000000 Penalty: 4163.932617
	Iteration 9Q: 3 clusters Score -827724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -827868.500000 Penalty: 4163.932617
	Iteration 10Q: 3 clusters Score -827868.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -828039.500000 Penalty: 4163.932617
	Iteration 11Q: 3 clusters Score -828039.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -828187.062500 Penalty: 4163.932617
	Iteration 12Q: 3 clusters Score -828187.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -828307.312500 Penalty: 4163.932617
	Iteration 13Q: 3 clusters Score -828307.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -828417.500000 Penalty: 4163.932617
	Iteration 14Q: 3 clusters Score -828417.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -828498.437500 Penalty: 4163.932617
	Iteration 15Q: 3 clusters Score -828498.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -828556.750000 Penalty: 4163.932617
	Iteration 16Q: 3 clusters Score -828556.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -828592.062500 Penalty: 4163.932617
	Iteration 17Q: 3 clusters Score -828592.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -828625.312500 Penalty: 4163.932617
	Iteration 18Q: 3 clusters Score -828625.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -828656.687500 Penalty: 4163.932617
	Iteration 19Q: 3 clusters Score -828656.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -828678.937500 Penalty: 4163.932617
	Iteration 20F: 3 clusters Score -828678.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -828688.500000 Penalty: 4163.932617
	Iteration 21Q: 3 clusters Score -828688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -828694.500000 Penalty: 4163.932617
	Iteration 22Q: 3 clusters Score -828694.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -828698.000000 Penalty: 4163.932617
	Iteration 23Q: 3 clusters Score -828698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -828700.250000 Penalty: 4163.932617
	Iteration 24Q: 3 clusters Score -828700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -828701.312500 Penalty: 4163.932617
	Iteration 25Q: 3 clusters Score -828701.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -828701.437500 Penalty: 4163.932617
	Iteration 26Q: 3 clusters Score -828701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -828702.937500 Penalty: 4163.932617
	Iteration 27Q: 3 clusters Score -828702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -828705.437500 Penalty: 4163.932617
	Iteration 28Q: 3 clusters Score -828705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -828706.375000 Penalty: 4163.932617
	Iteration 29Q: 3 clusters Score -828706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -828708.125000 Penalty: 4163.932617
	Iteration 30Q: 3 clusters Score -828708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -828707.687500 Penalty: 4163.932617
	Iteration 31Q: 3 clusters Score -828707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -828707.687500 Penalty: 4163.932617
	Iteration 32F: 3 clusters Score -828707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 1065 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 13193 members 
Mstep: Class 62 contains 354 members 
Mstep: Class 63 contains 370 members 
Mstep: Class 64 contains 3360 members 
Entering Unmasked Estep 
Score: -161333424.000000 Penalty: 216490.140625
Splitting cluster 53 changes total score from -161334896.000000 to -161333424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -978280.750000 Penalty: 2119.160645
	Iteration 0F: 2 clusters Score -978280.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -973697.750000 Penalty: 4238.321289
	Iteration 0F: 3 clusters Score -973697.8 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -974842.812500 Penalty: 4238.321289
	Iteration 1F: 3 clusters Score -974842.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -975085.375000 Penalty: 4238.321289
	Iteration 2F: 3 clusters Score -975085.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -975241.937500 Penalty: 4238.321289
	Iteration 3F: 3 clusters Score -975241.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -975360.812500 Penalty: 4238.321289
	Iteration 4Q: 3 clusters Score -975360.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -975449.187500 Penalty: 4238.321289
	Iteration 5Q: 3 clusters Score -975449.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -975517.000000 Penalty: 4238.321289
	Iteration 6Q: 3 clusters Score -975517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -975562.687500 Penalty: 4238.321289
	Iteration 7Q: 3 clusters Score -975562.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -975595.500000 Penalty: 4238.321289
	Iteration 8Q: 3 clusters Score -975595.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -975621.437500 Penalty: 4238.321289
	Iteration 9Q: 3 clusters Score -975621.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -975645.312500 Penalty: 4238.321289
	Iteration 10Q: 3 clusters Score -975645.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -975665.562500 Penalty: 4238.321289
	Iteration 11Q: 3 clusters Score -975665.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -975689.562500 Penalty: 4238.321289
	Iteration 12Q: 3 clusters Score -975689.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -975705.562500 Penalty: 4238.321289
	Iteration 13Q: 3 clusters Score -975705.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -975718.437500 Penalty: 4238.321289
	Iteration 14Q: 3 clusters Score -975718.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -975730.062500 Penalty: 4238.321289
	Iteration 15Q: 3 clusters Score -975730.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -975740.187500 Penalty: 4238.321289
	Iteration 16Q: 3 clusters Score -975740.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -975753.875000 Penalty: 4238.321289
	Iteration 17Q: 3 clusters Score -975753.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -975767.062500 Penalty: 4238.321289
	Iteration 18Q: 3 clusters Score -975767.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -975776.437500 Penalty: 4238.321289
	Iteration 19Q: 3 clusters Score -975776.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -975781.812500 Penalty: 4238.321289
	Iteration 20F: 3 clusters Score -975781.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -975788.812500 Penalty: 4238.321289
	Iteration 21Q: 3 clusters Score -975788.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -975794.937500 Penalty: 4238.321289
	Iteration 22Q: 3 clusters Score -975794.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -975801.750000 Penalty: 4238.321289
	Iteration 23Q: 3 clusters Score -975801.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -975814.500000 Penalty: 4238.321289
	Iteration 24Q: 3 clusters Score -975814.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -975823.687500 Penalty: 4238.321289
	Iteration 25Q: 3 clusters Score -975823.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -975832.375000 Penalty: 4238.321289
	Iteration 26Q: 3 clusters Score -975832.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -975843.562500 Penalty: 4238.321289
	Iteration 27Q: 3 clusters Score -975843.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -975849.250000 Penalty: 4238.321289
	Iteration 28Q: 3 clusters Score -975849.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -975856.937500 Penalty: 4238.321289
	Iteration 29Q: 3 clusters Score -975856.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -975864.500000 Penalty: 4238.321289
	Iteration 30Q: 3 clusters Score -975864.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -975870.500000 Penalty: 4238.321289
	Iteration 31Q: 3 clusters Score -975870.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -975880.562500 Penalty: 4238.321289
	Iteration 32Q: 3 clusters Score -975880.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -975886.812500 Penalty: 4238.321289
	Iteration 33Q: 3 clusters Score -975886.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -975889.437500 Penalty: 4238.321289
	Iteration 34Q: 3 clusters Score -975889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -975893.562500 Penalty: 4238.321289
	Iteration 35Q: 3 clusters Score -975893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -975894.812500 Penalty: 4238.321289
	Iteration 36Q: 3 clusters Score -975894.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -975899.625000 Penalty: 4238.321289
	Iteration 37Q: 3 clusters Score -975899.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -975909.812500 Penalty: 4238.321289
	Iteration 38Q: 3 clusters Score -975909.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -975917.312500 Penalty: 4238.321289
	Iteration 39Q: 3 clusters Score -975917.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -975923.000000 Penalty: 4238.321289
	Iteration 40F: 3 clusters Score -975923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -975931.625000 Penalty: 4238.321289
	Iteration 41Q: 3 clusters Score -975931.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -975940.937500 Penalty: 4238.321289
	Iteration 42Q: 3 clusters Score -975940.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -975954.062500 Penalty: 4238.321289
	Iteration 43Q: 3 clusters Score -975954.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -975965.312500 Penalty: 4238.321289
	Iteration 44Q: 3 clusters Score -975965.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -975978.437500 Penalty: 4238.321289
	Iteration 45Q: 3 clusters Score -975978.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -975990.187500 Penalty: 4238.321289
	Iteration 46Q: 3 clusters Score -975990.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -976004.750000 Penalty: 4238.321289
	Iteration 47Q: 3 clusters Score -976004.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -976024.500000 Penalty: 4238.321289
	Iteration 48Q: 3 clusters Score -976024.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -976044.125000 Penalty: 4238.321289
	Iteration 49Q: 3 clusters Score -976044.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -976059.625000 Penalty: 4238.321289
	Iteration 50Q: 3 clusters Score -976059.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -976082.187500 Penalty: 4238.321289
	Iteration 51Q: 3 clusters Score -976082.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -976099.062500 Penalty: 4238.321289
	Iteration 52Q: 3 clusters Score -976099.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -976126.187500 Penalty: 4238.321289
	Iteration 53Q: 3 clusters Score -976126.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -976169.062500 Penalty: 4238.321289
	Iteration 54Q: 3 clusters Score -976169.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -976210.250000 Penalty: 4238.321289
	Iteration 55Q: 3 clusters Score -976210.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -976263.000000 Penalty: 4238.321289
	Iteration 56Q: 3 clusters Score -976263 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -976313.187500 Penalty: 4238.321289
	Iteration 57Q: 3 clusters Score -976313.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -976373.687500 Penalty: 4238.321289
	Iteration 58Q: 3 clusters Score -976373.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -976433.062500 Penalty: 4238.321289
	Iteration 59Q: 3 clusters Score -976433.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -976490.187500 Penalty: 4238.321289
	Iteration 60F: 3 clusters Score -976490.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -976548.125000 Penalty: 4238.321289
	Iteration 61Q: 3 clusters Score -976548.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -976600.500000 Penalty: 4238.321289
	Iteration 62Q: 3 clusters Score -976600.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -976644.875000 Penalty: 4238.321289
	Iteration 63Q: 3 clusters Score -976644.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -976690.187500 Penalty: 4238.321289
	Iteration 64Q: 3 clusters Score -976690.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -976732.625000 Penalty: 4238.321289
	Iteration 65Q: 3 clusters Score -976732.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -976783.125000 Penalty: 4238.321289
	Iteration 66Q: 3 clusters Score -976783.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -976841.625000 Penalty: 4238.321289
	Iteration 67Q: 3 clusters Score -976841.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -976896.000000 Penalty: 4238.321289
	Iteration 68Q: 3 clusters Score -976896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -976933.937500 Penalty: 4238.321289
	Iteration 69Q: 3 clusters Score -976933.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -976983.687500 Penalty: 4238.321289
	Iteration 70Q: 3 clusters Score -976983.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -977025.687500 Penalty: 4238.321289
	Iteration 71Q: 3 clusters Score -977025.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -977068.875000 Penalty: 4238.321289
	Iteration 72Q: 3 clusters Score -977068.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -977108.312500 Penalty: 4238.321289
	Iteration 73Q: 3 clusters Score -977108.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -977146.500000 Penalty: 4238.321289
	Iteration 74Q: 3 clusters Score -977146.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -977177.812500 Penalty: 4238.321289
	Iteration 75Q: 3 clusters Score -977177.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -977199.125000 Penalty: 4238.321289
	Iteration 76Q: 3 clusters Score -977199.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -977214.125000 Penalty: 4238.321289
	Iteration 77Q: 3 clusters Score -977214.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -977225.187500 Penalty: 4238.321289
	Iteration 78Q: 3 clusters Score -977225.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -977233.750000 Penalty: 4238.321289
	Iteration 79Q: 3 clusters Score -977233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -977260.562500 Penalty: 4238.321289
	Iteration 80F: 3 clusters Score -977260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -977275.812500 Penalty: 4238.321289
	Iteration 81Q: 3 clusters Score -977275.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -977292.250000 Penalty: 4238.321289
	Iteration 82Q: 3 clusters Score -977292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -977296.375000 Penalty: 4238.321289
	Iteration 83Q: 3 clusters Score -977296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -977298.062500 Penalty: 4238.321289
	Iteration 84Q: 3 clusters Score -977298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -977300.437500 Penalty: 4238.321289
	Iteration 85Q: 3 clusters Score -977300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -977301.937500 Penalty: 4238.321289
	Iteration 86Q: 3 clusters Score -977301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -977302.250000 Penalty: 4238.321289
	Iteration 87Q: 3 clusters Score -977302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -977302.250000 Penalty: 4238.321289
	Iteration 88F: 3 clusters Score -977302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -63844.210938 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -63844.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62507.183594 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -62507.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62670.878906 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -62670.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62702.773438 Penalty: 2968.032471
	Iteration 2Q: 3 clusters Score -62702.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62716.566406 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -62716.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62732.187500 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -62732.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62744.703125 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -62744.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62777.179688 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -62777.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62807.375000 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -62807.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -62833.714844 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -62833.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62889.496094 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -62889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -62936.859375 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -62936.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -62992.328125 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -62992.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -63039.230469 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -63039.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -63127.148438 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -63127.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -63169.957031 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -63169.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -63231.281250 Penalty: 2968.032471
	Iteration 15Q: 3 clusters Score -63231.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -63284.207031 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -63284.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -63362.535156 Penalty: 2968.032471
	Iteration 17Q: 3 clusters Score -63362.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -63485.785156 Penalty: 2968.032471
	Iteration 18Q: 3 clusters Score -63485.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -63579.886719 Penalty: 2968.032471
	Iteration 19Q: 3 clusters Score -63579.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -63633.988281 Penalty: 2968.032471
	Iteration 20F: 3 clusters Score -63633.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -63735.640625 Penalty: 2968.032471
	Iteration 21Q: 3 clusters Score -63735.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63813.781250 Penalty: 2968.032471
	Iteration 22Q: 3 clusters Score -63813.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63853.949219 Penalty: 2968.032471
	Iteration 23Q: 3 clusters Score -63853.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63880.511719 Penalty: 2968.032471
	Iteration 24Q: 3 clusters Score -63880.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63891.476562 Penalty: 2968.032471
	Iteration 25Q: 3 clusters Score -63891.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63901.382812 Penalty: 2968.032471
	Iteration 26Q: 3 clusters Score -63901.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63912.425781 Penalty: 2968.032471
	Iteration 27Q: 3 clusters Score -63912.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63931.601562 Penalty: 2968.032471
	Iteration 28Q: 3 clusters Score -63931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63956.832031 Penalty: 2968.032471
	Iteration 29Q: 3 clusters Score -63956.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63970.367188 Penalty: 2968.032471
	Iteration 30Q: 3 clusters Score -63970.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63970.367188 Penalty: 2968.032471
	Iteration 31F: 3 clusters Score -63970.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 202 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Mstep: Class 61 contains 13193 members 
Mstep: Class 62 contains 354 members 
Mstep: Class 63 contains 370 members 
Mstep: Class 64 contains 195 members 
Entering Unmasked Estep 
Score: -161333152.000000 Penalty: 216490.140625
Splitting cluster 55 changes total score from -161334896.000000 to -161333152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (22926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Entering Unmasked Estep 
Score: -4802307.500000 Penalty: 2489.926514
	Iteration 0F: 2 clusters Score -4802308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4788962.000000 Penalty: 4979.853027
	Iteration 0F: 3 clusters Score -4788962 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4794368.500000 Penalty: 4979.853027
	Iteration 1F: 3 clusters Score -4794368 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -4794711.000000 Penalty: 4979.853027
	Iteration 2Q: 3 clusters Score -4794711 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4794992.500000 Penalty: 4979.853027
	Iteration 3Q: 3 clusters Score -4794992 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4795204.500000 Penalty: 4979.853027
	Iteration 4Q: 3 clusters Score -4795204 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -4795384.000000 Penalty: 4979.853027
	Iteration 5Q: 3 clusters Score -4795384 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4795570.500000 Penalty: 4979.853027
	Iteration 6Q: 3 clusters Score -4795570 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -4795774.500000 Penalty: 4979.853027
	Iteration 7Q: 3 clusters Score -4795774 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4796029.000000 Penalty: 4979.853027
	Iteration 8Q: 3 clusters Score -4796029 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4796359.500000 Penalty: 4979.853027
	Iteration 9Q: 3 clusters Score -4796360 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -4796863.500000 Penalty: 4979.853027
	Iteration 10F: 3 clusters Score -4796864 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4797342.500000 Penalty: 4979.853027
	Iteration 11F: 3 clusters Score -4797342 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4797883.500000 Penalty: 4979.853027
	Iteration 12F: 3 clusters Score -4797884 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4798457.000000 Penalty: 4979.853027
	Iteration 13Q: 3 clusters Score -4798457 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4798918.000000 Penalty: 4979.853027
	Iteration 14Q: 3 clusters Score -4798918 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4799188.000000 Penalty: 4979.853027
	Iteration 15Q: 3 clusters Score -4799188 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4799395.000000 Penalty: 4979.853027
	Iteration 16Q: 3 clusters Score -4799395 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4799556.500000 Penalty: 4979.853027
	Iteration 17Q: 3 clusters Score -4799556 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4799715.000000 Penalty: 4979.853027
	Iteration 18Q: 3 clusters Score -4799715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4799806.500000 Penalty: 4979.853027
	Iteration 19Q: 3 clusters Score -4799806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4799877.000000 Penalty: 4979.853027
	Iteration 20F: 3 clusters Score -4799877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4799925.000000 Penalty: 4979.853027
	Iteration 21Q: 3 clusters Score -4799925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4799965.500000 Penalty: 4979.853027
	Iteration 22Q: 3 clusters Score -4799966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4800008.500000 Penalty: 4979.853027
	Iteration 23Q: 3 clusters Score -4800008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4800034.500000 Penalty: 4979.853027
	Iteration 24Q: 3 clusters Score -4800034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4800046.500000 Penalty: 4979.853027
	Iteration 25Q: 3 clusters Score -4800046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4800058.500000 Penalty: 4979.853027
	Iteration 26Q: 3 clusters Score -4800058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4800060.000000 Penalty: 4979.853027
	Iteration 27Q: 3 clusters Score -4800060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4800073.000000 Penalty: 4979.853027
	Iteration 28Q: 3 clusters Score -4800073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4800078.000000 Penalty: 4979.853027
	Iteration 29Q: 3 clusters Score -4800078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4800084.500000 Penalty: 4979.853027
	Iteration 30Q: 3 clusters Score -4800084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4800081.500000 Penalty: 4979.853027
	Iteration 31Q: 3 clusters Score -4800082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4800085.000000 Penalty: 4979.853027
	Iteration 32Q: 3 clusters Score -4800085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4800096.000000 Penalty: 4979.853027
	Iteration 33Q: 3 clusters Score -4800096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4800097.500000 Penalty: 4979.853027
	Iteration 34Q: 3 clusters Score -4800098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4800100.500000 Penalty: 4979.853027
	Iteration 35Q: 3 clusters Score -4800100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4800100.500000 Penalty: 4979.853027
	Iteration 36F: 3 clusters Score -4800100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (25064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Entering Unmasked Estep 
Score: -5269159.000000 Penalty: 2512.038574
	Iteration 0F: 2 clusters Score -5269159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -5256436.500000 Penalty: 5024.077148
	Iteration 0F: 3 clusters Score -5256436 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5262492.000000 Penalty: 5024.077148
	Iteration 1F: 3 clusters Score -5262492 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5262921.500000 Penalty: 5024.077148
	Iteration 2F: 3 clusters Score -5262922 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -5263273.500000 Penalty: 5024.077148
	Iteration 3F: 3 clusters Score -5263274 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -5263718.500000 Penalty: 5024.077148
	Iteration 4F: 3 clusters Score -5263718 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5264450.500000 Penalty: 5024.077148
	Iteration 5F: 3 clusters Score -5264450 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5265680.000000 Penalty: 5024.077148
	Iteration 6F: 3 clusters Score -5265680 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -5267235.500000 Penalty: 5024.077148
	Iteration 7F: 3 clusters Score -5267236 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -5268409.500000 Penalty: 5024.077148
	Iteration 8F: 3 clusters Score -5268410 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -5269077.500000 Penalty: 5024.077148
	Iteration 9Q: 3 clusters Score -5269078 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -5269543.500000 Penalty: 5024.077148
	Iteration 10Q: 3 clusters Score -5269544 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -5269846.000000 Penalty: 5024.077148
	Iteration 11Q: 3 clusters Score -5269846 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -5270024.000000 Penalty: 5024.077148
	Iteration 12Q: 3 clusters Score -5270024 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5269989.000000 Penalty: 5024.077148
	Iteration 13Q: 3 clusters Score -5269989 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -5269765.000000 Penalty: 5024.077148
	Iteration 14Q: 3 clusters Score -5269765 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -5269544.500000 Penalty: 5024.077148
	Iteration 15Q: 3 clusters Score -5269544 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -5269319.500000 Penalty: 5024.077148
	Iteration 16Q: 3 clusters Score -5269320 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -5269180.500000 Penalty: 5024.077148
	Iteration 17Q: 3 clusters Score -5269180 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5268896.500000 Penalty: 5024.077148
	Iteration 18Q: 3 clusters Score -5268896 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5268499.500000 Penalty: 5024.077148
	Iteration 19Q: 3 clusters Score -5268500 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -5268477.000000 Penalty: 5024.077148
	Iteration 20F: 3 clusters Score -5268477 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5268262.000000 Penalty: 5024.077148
	Iteration 21Q: 3 clusters Score -5268262 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5267938.000000 Penalty: 5024.077148
	Iteration 22Q: 3 clusters Score -5267938 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -5267896.000000 Penalty: 5024.077148
	Iteration 23Q: 3 clusters Score -5267896 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5267917.500000 Penalty: 5024.077148
	Iteration 24Q: 3 clusters Score -5267918 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5267889.500000 Penalty: 5024.077148
	Iteration 25Q: 3 clusters Score -5267890 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5267920.000000 Penalty: 5024.077148
	Iteration 26Q: 3 clusters Score -5267920 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5267925.000000 Penalty: 5024.077148
	Iteration 27Q: 3 clusters Score -5267925 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5267934.000000 Penalty: 5024.077148
	Iteration 28Q: 3 clusters Score -5267934 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5267967.000000 Penalty: 5024.077148
	Iteration 29Q: 3 clusters Score -5267967 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5267941.500000 Penalty: 5024.077148
	Iteration 30Q: 3 clusters Score -5267942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5267972.000000 Penalty: 5024.077148
	Iteration 31Q: 3 clusters Score -5267972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5267974.500000 Penalty: 5024.077148
	Iteration 32Q: 3 clusters Score -5267974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5267989.000000 Penalty: 5024.077148
	Iteration 33Q: 3 clusters Score -5267989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5268002.500000 Penalty: 5024.077148
	Iteration 34Q: 3 clusters Score -5268002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5268010.000000 Penalty: 5024.077148
	Iteration 35Q: 3 clusters Score -5268010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5268019.000000 Penalty: 5024.077148
	Iteration 36Q: 3 clusters Score -5268019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5268020.500000 Penalty: 5024.077148
	Iteration 37Q: 3 clusters Score -5268020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5268027.500000 Penalty: 5024.077148
	Iteration 38Q: 3 clusters Score -5268028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5268018.000000 Penalty: 5024.077148
	Iteration 39Q: 3 clusters Score -5268018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5268036.500000 Penalty: 5024.077148
	Iteration 40F: 3 clusters Score -5268036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5268024.500000 Penalty: 5024.077148
	Iteration 41Q: 3 clusters Score -5268024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5268026.000000 Penalty: 5024.077148
	Iteration 42Q: 3 clusters Score -5268026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5268038.500000 Penalty: 5024.077148
	Iteration 43Q: 3 clusters Score -5268038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5268035.000000 Penalty: 5024.077148
	Iteration 44Q: 3 clusters Score -5268035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5268038.500000 Penalty: 5024.077148
	Iteration 45Q: 3 clusters Score -5268038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5268047.500000 Penalty: 5024.077148
	Iteration 46Q: 3 clusters Score -5268048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5268036.500000 Penalty: 5024.077148
	Iteration 47Q: 3 clusters Score -5268036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5268032.000000 Penalty: 5024.077148
	Iteration 48Q: 3 clusters Score -5268032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5268042.500000 Penalty: 5024.077148
	Iteration 49Q: 3 clusters Score -5268042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5268045.500000 Penalty: 5024.077148
	Iteration 50Q: 3 clusters Score -5268046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5268047.000000 Penalty: 5024.077148
	Iteration 51Q: 3 clusters Score -5268047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5268043.000000 Penalty: 5024.077148
	Iteration 52Q: 3 clusters Score -5268043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5268054.000000 Penalty: 5024.077148
	Iteration 53Q: 3 clusters Score -5268054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5268050.500000 Penalty: 5024.077148
	Iteration 54Q: 3 clusters Score -5268050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5268052.500000 Penalty: 5024.077148
	Iteration 55Q: 3 clusters Score -5268052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5268050.500000 Penalty: 5024.077148
	Iteration 56Q: 3 clusters Score -5268050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5268054.500000 Penalty: 5024.077148
	Iteration 57Q: 3 clusters Score -5268054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5268061.500000 Penalty: 5024.077148
	Iteration 58Q: 3 clusters Score -5268062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5268056.500000 Penalty: 5024.077148
	Iteration 59Q: 3 clusters Score -5268056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5268055.000000 Penalty: 5024.077148
	Iteration 60F: 3 clusters Score -5268055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5268059.000000 Penalty: 5024.077148
	Iteration 61Q: 3 clusters Score -5268059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5268062.000000 Penalty: 5024.077148
	Iteration 62Q: 3 clusters Score -5268062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5268047.000000 Penalty: 5024.077148
	Iteration 63Q: 3 clusters Score -5268047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5268056.000000 Penalty: 5024.077148
	Iteration 64Q: 3 clusters Score -5268056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5268049.500000 Penalty: 5024.077148
	Iteration 65Q: 3 clusters Score -5268050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5268047.000000 Penalty: 5024.077148
	Iteration 66Q: 3 clusters Score -5268047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5268047.000000 Penalty: 5024.077148
	Iteration 67F: 3 clusters Score -5268047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -425844.375000 Penalty: 1914.564453
	Iteration 0F: 2 clusters Score -425844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -423061.875000 Penalty: 3829.128906
	Iteration 0F: 3 clusters Score -423061.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -423659.187500 Penalty: 3829.128906
	Iteration 1F: 3 clusters Score -423659.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -423805.031250 Penalty: 3829.128906
	Iteration 2F: 3 clusters Score -423805 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -423870.218750 Penalty: 3829.128906
	Iteration 3Q: 3 clusters Score -423870.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -423903.718750 Penalty: 3829.128906
	Iteration 4Q: 3 clusters Score -423903.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -423916.781250 Penalty: 3829.128906
	Iteration 5Q: 3 clusters Score -423916.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -423924.187500 Penalty: 3829.128906
	Iteration 6Q: 3 clusters Score -423924.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -423927.875000 Penalty: 3829.128906
	Iteration 7Q: 3 clusters Score -423927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -423930.562500 Penalty: 3829.128906
	Iteration 8Q: 3 clusters Score -423930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -423931.968750 Penalty: 3829.128906
	Iteration 9Q: 3 clusters Score -423932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -423935.906250 Penalty: 3829.128906
	Iteration 10Q: 3 clusters Score -423935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -423937.125000 Penalty: 3829.128906
	Iteration 11Q: 3 clusters Score -423937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -423939.593750 Penalty: 3829.128906
	Iteration 12Q: 3 clusters Score -423939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -423940.250000 Penalty: 3829.128906
	Iteration 13Q: 3 clusters Score -423940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -423940.468750 Penalty: 3829.128906
	Iteration 14Q: 3 clusters Score -423940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -423939.875000 Penalty: 3829.128906
	Iteration 15Q: 3 clusters Score -423939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -423939.875000 Penalty: 3829.128906
	Iteration 16F: 3 clusters Score -423939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (36140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Entering Unmasked Estep 
Score: -7030952.500000 Penalty: 2602.798584
	Iteration 0F: 2 clusters Score -7030952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -7008532.500000 Penalty: 5205.597168
	Iteration 0F: 3 clusters Score -7008532 nChanged 16470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -7017495.500000 Penalty: 5205.597168
	Iteration 1F: 3 clusters Score -7017496 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -7017932.000000 Penalty: 5205.597168
	Iteration 2Q: 3 clusters Score -7017932 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -7018283.500000 Penalty: 5205.597168
	Iteration 3Q: 3 clusters Score -7018284 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -7018647.000000 Penalty: 5205.597168
	Iteration 4Q: 3 clusters Score -7018647 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -7018889.000000 Penalty: 5205.597168
	Iteration 5Q: 3 clusters Score -7018889 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -7019198.500000 Penalty: 5205.597168
	Iteration 6Q: 3 clusters Score -7019198 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -7019548.000000 Penalty: 5205.597168
	Iteration 7Q: 3 clusters Score -7019548 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -7019948.000000 Penalty: 5205.597168
	Iteration 8Q: 3 clusters Score -7019948 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -7020493.000000 Penalty: 5205.597168
	Iteration 9Q: 3 clusters Score -7020493 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -7021272.500000 Penalty: 5205.597168
	Iteration 10Q: 3 clusters Score -7021272 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -7022475.500000 Penalty: 5205.597168
	Iteration 11Q: 3 clusters Score -7022476 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -7024152.000000 Penalty: 5205.597168
	Iteration 12F: 3 clusters Score -7024152 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -7025804.500000 Penalty: 5205.597168
	Iteration 13F: 3 clusters Score -7025804 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -7027080.000000 Penalty: 5205.597168
	Iteration 14Q: 3 clusters Score -7027080 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -7027834.500000 Penalty: 5205.597168
	Iteration 15Q: 3 clusters Score -7027834 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -7028373.000000 Penalty: 5205.597168
	Iteration 16Q: 3 clusters Score -7028373 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -7028737.500000 Penalty: 5205.597168
	Iteration 17Q: 3 clusters Score -7028738 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -7029019.500000 Penalty: 5205.597168
	Iteration 18Q: 3 clusters Score -7029020 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -7029211.500000 Penalty: 5205.597168
	Iteration 19Q: 3 clusters Score -7029212 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -7029471.000000 Penalty: 5205.597168
	Iteration 20F: 3 clusters Score -7029471 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -7029636.500000 Penalty: 5205.597168
	Iteration 21Q: 3 clusters Score -7029636 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -7029796.000000 Penalty: 5205.597168
	Iteration 22Q: 3 clusters Score -7029796 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -7029923.000000 Penalty: 5205.597168
	Iteration 23Q: 3 clusters Score -7029923 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -7029999.000000 Penalty: 5205.597168
	Iteration 24Q: 3 clusters Score -7029999 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -7030042.500000 Penalty: 5205.597168
	Iteration 25Q: 3 clusters Score -7030042 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -7030070.500000 Penalty: 5205.597168
	Iteration 26Q: 3 clusters Score -7030070 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -7030110.500000 Penalty: 5205.597168
	Iteration 27Q: 3 clusters Score -7030110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -7030119.000000 Penalty: 5205.597168
	Iteration 28Q: 3 clusters Score -7030119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -7030116.000000 Penalty: 5205.597168
	Iteration 29Q: 3 clusters Score -7030116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -7030106.500000 Penalty: 5205.597168
	Iteration 30Q: 3 clusters Score -7030106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -7030097.500000 Penalty: 5205.597168
	Iteration 31Q: 3 clusters Score -7030098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -7030098.500000 Penalty: 5205.597168
	Iteration 32Q: 3 clusters Score -7030098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -7030112.500000 Penalty: 5205.597168
	Iteration 33Q: 3 clusters Score -7030112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -7030123.000000 Penalty: 5205.597168
	Iteration 34Q: 3 clusters Score -7030123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -7030124.000000 Penalty: 5205.597168
	Iteration 35Q: 3 clusters Score -7030124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -7030117.000000 Penalty: 5205.597168
	Iteration 36Q: 3 clusters Score -7030117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -7030129.000000 Penalty: 5205.597168
	Iteration 37Q: 3 clusters Score -7030129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -7030119.500000 Penalty: 5205.597168
	Iteration 38Q: 3 clusters Score -7030120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -7030114.500000 Penalty: 5205.597168
	Iteration 39Q: 3 clusters Score -7030114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -7030121.500000 Penalty: 5205.597168
	Iteration 40F: 3 clusters Score -7030122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -7030122.500000 Penalty: 5205.597168
	Iteration 41Q: 3 clusters Score -7030122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -7030119.500000 Penalty: 5205.597168
	Iteration 42Q: 3 clusters Score -7030120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -7030122.500000 Penalty: 5205.597168
	Iteration 43Q: 3 clusters Score -7030122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -7030116.500000 Penalty: 5205.597168
	Iteration 44Q: 3 clusters Score -7030116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -7030120.500000 Penalty: 5205.597168
	Iteration 45Q: 3 clusters Score -7030120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -7030121.000000 Penalty: 5205.597168
	Iteration 46Q: 3 clusters Score -7030121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -7030124.500000 Penalty: 5205.597168
	Iteration 47Q: 3 clusters Score -7030124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -7030119.500000 Penalty: 5205.597168
	Iteration 48Q: 3 clusters Score -7030120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -7030122.500000 Penalty: 5205.597168
	Iteration 49Q: 3 clusters Score -7030122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -7030122.500000 Penalty: 5205.597168
	Iteration 50F: 3 clusters Score -7030122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (40040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Entering Unmasked Estep 
Score: -7798665.000000 Penalty: 2628.213379
	Iteration 0F: 2 clusters Score -7798665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7775894.000000 Penalty: 5256.426758
	Iteration 0F: 3 clusters Score -7775894 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -7785730.000000 Penalty: 5256.426758
	Iteration 1F: 3 clusters Score -7785730 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -7786217.500000 Penalty: 5256.426758
	Iteration 2Q: 3 clusters Score -7786218 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -7786576.500000 Penalty: 5256.426758
	Iteration 3Q: 3 clusters Score -7786576 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7786998.000000 Penalty: 5256.426758
	Iteration 4Q: 3 clusters Score -7786998 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -7787465.000000 Penalty: 5256.426758
	Iteration 5Q: 3 clusters Score -7787465 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -7787965.000000 Penalty: 5256.426758
	Iteration 6Q: 3 clusters Score -7787965 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -7788808.500000 Penalty: 5256.426758
	Iteration 7Q: 3 clusters Score -7788808 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -7789987.500000 Penalty: 5256.426758
	Iteration 8F: 3 clusters Score -7789988 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -7791471.500000 Penalty: 5256.426758
	Iteration 9F: 3 clusters Score -7791472 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -7792858.500000 Penalty: 5256.426758
	Iteration 10F: 3 clusters Score -7792858 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -7793913.000000 Penalty: 5256.426758
	Iteration 11F: 3 clusters Score -7793913 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -7794695.500000 Penalty: 5256.426758
	Iteration 12Q: 3 clusters Score -7794696 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -7795257.500000 Penalty: 5256.426758
	Iteration 13Q: 3 clusters Score -7795258 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7795544.000000 Penalty: 5256.426758
	Iteration 14Q: 3 clusters Score -7795544 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -7795771.000000 Penalty: 5256.426758
	Iteration 15Q: 3 clusters Score -7795771 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -7795917.000000 Penalty: 5256.426758
	Iteration 16Q: 3 clusters Score -7795917 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -7796012.500000 Penalty: 5256.426758
	Iteration 17Q: 3 clusters Score -7796012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7796061.500000 Penalty: 5256.426758
	Iteration 18Q: 3 clusters Score -7796062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7796111.500000 Penalty: 5256.426758
	Iteration 19Q: 3 clusters Score -7796112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -7796196.500000 Penalty: 5256.426758
	Iteration 20F: 3 clusters Score -7796196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7796244.500000 Penalty: 5256.426758
	Iteration 21Q: 3 clusters Score -7796244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -7796272.500000 Penalty: 5256.426758
	Iteration 22Q: 3 clusters Score -7796272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -7796310.000000 Penalty: 5256.426758
	Iteration 23Q: 3 clusters Score -7796310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -7796346.000000 Penalty: 5256.426758
	Iteration 24Q: 3 clusters Score -7796346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7796366.500000 Penalty: 5256.426758
	Iteration 25Q: 3 clusters Score -7796366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -7796375.500000 Penalty: 5256.426758
	Iteration 26Q: 3 clusters Score -7796376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7796387.000000 Penalty: 5256.426758
	Iteration 27Q: 3 clusters Score -7796387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -7796395.500000 Penalty: 5256.426758
	Iteration 28Q: 3 clusters Score -7796396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -7796406.000000 Penalty: 5256.426758
	Iteration 29Q: 3 clusters Score -7796406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -7796423.000000 Penalty: 5256.426758
	Iteration 30Q: 3 clusters Score -7796423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -7796434.000000 Penalty: 5256.426758
	Iteration 31Q: 3 clusters Score -7796434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -7796427.000000 Penalty: 5256.426758
	Iteration 32Q: 3 clusters Score -7796427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -7796438.000000 Penalty: 5256.426758
	Iteration 33Q: 3 clusters Score -7796438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -7796440.000000 Penalty: 5256.426758
	Iteration 34Q: 3 clusters Score -7796440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7796440.500000 Penalty: 5256.426758
	Iteration 35Q: 3 clusters Score -7796440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7796442.000000 Penalty: 5256.426758
	Iteration 36Q: 3 clusters Score -7796442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -7796431.000000 Penalty: 5256.426758
	Iteration 37Q: 3 clusters Score -7796431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7796436.500000 Penalty: 5256.426758
	Iteration 38Q: 3 clusters Score -7796436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7796436.500000 Penalty: 5256.426758
	Iteration 39F: 3 clusters Score -7796436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38098 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28717 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 17904 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 25880 members 
Mstep: Class 19 contains 39563 members 
Mstep: Class 20 contains 31114 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 15641 members 
Mstep: Class 23 contains 380 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 21473 members 
Mstep: Class 28 contains 29162 members 
Mstep: Class 29 contains 618 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 23252 members 
Mstep: Class 33 contains 4513 members 
Mstep: Class 34 contains 33402 members 
Mstep: Class 35 contains 38001 members 
Mstep: Class 36 contains 38567 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1109 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 43618 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19154 members 
Mstep: Class 45 contains 15843 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39817 members 
Mstep: Class 48 contains 1160 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5141 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22926 members 
Mstep: Class 57 contains 25064 members 
Mstep: Class 58 contains 2253 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 40040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336336.000000 Penalty: 213107.468750
Iteration 159Q: 64 clusters Score -1.613363e+08 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 38103 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 5114 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 1742 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 29638 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 377 members 
Mstep: Class 13 contains 28706 members 
Mstep: Class 14 contains 57093 members 
Mstep: Class 15 contains 17957 members 
Mstep: Class 16 contains 10643 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 25934 members 
Mstep: Class 19 contains 39638 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 15645 members 
Mstep: Class 23 contains 381 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1039 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 21437 members 
Mstep: Class 28 contains 29163 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19435 members 
Mstep: Class 32 contains 22526 members 
Mstep: Class 33 contains 4516 members 
Mstep: Class 34 contains 33445 members 
Mstep: Class 35 contains 37976 members 
Mstep: Class 36 contains 38632 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1111 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 43585 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 19034 members 
Mstep: Class 45 contains 16038 members 
Mstep: Class 46 contains 6763 members 
Mstep: Class 47 contains 39770 members 
Mstep: Class 48 contains 1159 members 
Mstep: Class 49 contains 16832 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4425 members 
Mstep: Class 54 contains 5140 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22949 members 
Mstep: Class 57 contains 24903 members 
Mstep: Class 58 contains 2249 members 
Mstep: Class 59 contains 36076 members 
Mstep: Class 60 contains 40085 members 
Mstep: Class 61 contains 12649 members 
Mstep: Class 62 contains 352 members 
Mstep: Class 63 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338064.000000 Penalty: 213107.468750
Iteration 160F: 64 clusters Score -1.613381e+08 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 38123 members 
Mstep: Class 3 contains 551 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 1739 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5123 members 
Mstep: Class 10 contains 29674 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 28708 members 
Mstep: Class 14 contains 57071 members 
Mstep: Class 15 contains 17990 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25951 members 
Mstep: Class 19 contains 39684 members 
Mstep: Class 20 contains 31096 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 15560 members 
Mstep: Class 23 contains 377 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 1005 members 
Mstep: Class 27 contains 21375 members 
Mstep: Class 28 contains 29153 members 
Mstep: Class 29 contains 625 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19395 members 
Mstep: Class 32 contains 22030 members 
Mstep: Class 33 contains 4519 members 
Mstep: Class 34 contains 33474 members 
Mstep: Class 35 contains 37906 members 
Mstep: Class 36 contains 38656 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 449 members 
Mstep: Class 39 contains 1094 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 43548 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18791 members 
Mstep: Class 45 contains 15828 members 
Mstep: Class 46 contains 6766 members 
Mstep: Class 47 contains 39672 members 
Mstep: Class 48 contains 1130 members 
Mstep: Class 49 contains 16867 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4417 members 
Mstep: Class 54 contains 5145 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22887 members 
Mstep: Class 57 contains 24448 members 
Mstep: Class 58 contains 2244 members 
Mstep: Class 59 contains 36034 members 
Mstep: Class 60 contains 40136 members 
Mstep: Class 61 contains 13448 members 
Mstep: Class 62 contains 367 members 
Mstep: Class 63 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339104.000000 Penalty: 213107.468750
Iteration 161Q: 64 clusters Score -1.613391e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 38127 members 
Mstep: Class 3 contains 549 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 315 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5115 members 
Mstep: Class 10 contains 29694 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 371 members 
Mstep: Class 13 contains 28680 members 
Mstep: Class 14 contains 57055 members 
Mstep: Class 15 contains 17986 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 25976 members 
Mstep: Class 19 contains 39675 members 
Mstep: Class 20 contains 31102 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 15504 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 27 contains 21311 members 
Mstep: Class 28 contains 29127 members 
Mstep: Class 29 contains 625 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19369 members 
Mstep: Class 32 contains 21656 members 
Mstep: Class 33 contains 4530 members 
Mstep: Class 34 contains 33490 members 
Mstep: Class 35 contains 37864 members 
Mstep: Class 36 contains 38650 members 
Mstep: Class 37 contains 271 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1099 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 43527 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18586 members 
Mstep: Class 45 contains 15560 members 
Mstep: Class 46 contains 6775 members 
Mstep: Class 47 contains 39694 members 
Mstep: Class 48 contains 1115 members 
Mstep: Class 49 contains 16864 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4421 members 
Mstep: Class 54 contains 5155 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22750 members 
Mstep: Class 57 contains 23922 members 
Mstep: Class 58 contains 2237 members 
Mstep: Class 59 contains 36035 members 
Mstep: Class 60 contains 40135 members 
Mstep: Class 61 contains 14073 members 
Mstep: Class 62 contains 375 members 
Mstep: Class 63 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339888.000000 Penalty: 213107.468750
Iteration 162Q: 64 clusters Score -1.613399e+08 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 38132 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5116 members 
Mstep: Class 10 contains 29728 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 28652 members 
Mstep: Class 14 contains 57045 members 
Mstep: Class 15 contains 17977 members 
Mstep: Class 16 contains 13759 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 39679 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 15447 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 1003 members 
Mstep: Class 27 contains 21266 members 
Mstep: Class 28 contains 29094 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19339 members 
Mstep: Class 32 contains 21388 members 
Mstep: Class 33 contains 4537 members 
Mstep: Class 34 contains 33518 members 
Mstep: Class 35 contains 37844 members 
Mstep: Class 36 contains 38662 members 
Mstep: Class 37 contains 273 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1112 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 43521 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18440 members 
Mstep: Class 45 contains 15297 members 
Mstep: Class 46 contains 6771 members 
Mstep: Class 47 contains 39654 members 
Mstep: Class 48 contains 1109 members 
Mstep: Class 49 contains 16877 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4426 members 
Mstep: Class 54 contains 5168 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22493 members 
Mstep: Class 57 contains 23300 members 
Mstep: Class 58 contains 2228 members 
Mstep: Class 59 contains 36007 members 
Mstep: Class 60 contains 40180 members 
Mstep: Class 61 contains 14581 members 
Mstep: Class 62 contains 376 members 
Mstep: Class 63 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341072.000000 Penalty: 213107.468750
Iteration 163Q: 64 clusters Score -1.613411e+08 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 38140 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 318 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5116 members 
Mstep: Class 10 contains 29743 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 28645 members 
Mstep: Class 14 contains 57010 members 
Mstep: Class 15 contains 17969 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 26028 members 
Mstep: Class 19 contains 39706 members 
Mstep: Class 20 contains 31077 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 15373 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1039 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 21234 members 
Mstep: Class 28 contains 29084 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19279 members 
Mstep: Class 32 contains 21227 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 33544 members 
Mstep: Class 35 contains 37857 members 
Mstep: Class 36 contains 38619 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1129 members 
Mstep: Class 40 contains 1295 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 43503 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18370 members 
Mstep: Class 45 contains 15029 members 
Mstep: Class 46 contains 6773 members 
Mstep: Class 47 contains 39629 members 
Mstep: Class 48 contains 1105 members 
Mstep: Class 49 contains 16873 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4433 members 
Mstep: Class 54 contains 5174 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 22077 members 
Mstep: Class 57 contains 22716 members 
Mstep: Class 58 contains 2218 members 
Mstep: Class 59 contains 35999 members 
Mstep: Class 60 contains 40191 members 
Mstep: Class 61 contains 15009 members 
Mstep: Class 62 contains 377 members 
Mstep: Class 63 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341408.000000 Penalty: 213107.468750
Iteration 164Q: 64 clusters Score -1.613414e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 38145 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5110 members 
Mstep: Class 10 contains 29787 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 28622 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 17985 members 
Mstep: Class 16 contains 16492 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 26037 members 
Mstep: Class 19 contains 39763 members 
Mstep: Class 20 contains 31076 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 15327 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1037 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 21165 members 
Mstep: Class 28 contains 29079 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19239 members 
Mstep: Class 32 contains 21037 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 33589 members 
Mstep: Class 35 contains 37828 members 
Mstep: Class 36 contains 38605 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1148 members 
Mstep: Class 40 contains 1293 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 43479 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18315 members 
Mstep: Class 45 contains 14723 members 
Mstep: Class 46 contains 6775 members 
Mstep: Class 47 contains 39597 members 
Mstep: Class 48 contains 1096 members 
Mstep: Class 49 contains 16849 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4440 members 
Mstep: Class 54 contains 5181 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 21491 members 
Mstep: Class 57 contains 22048 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 35986 members 
Mstep: Class 60 contains 40216 members 
Mstep: Class 61 contains 15497 members 
Mstep: Class 62 contains 379 members 
Mstep: Class 63 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341520.000000 Penalty: 213107.468750
Iteration 165Q: 64 clusters Score -1.613415e+08 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 38144 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5102 members 
Mstep: Class 10 contains 29840 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 28616 members 
Mstep: Class 14 contains 56940 members 
Mstep: Class 15 contains 17980 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 26074 members 
Mstep: Class 19 contains 39804 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 15294 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1038 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 21100 members 
Mstep: Class 28 contains 29064 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19177 members 
Mstep: Class 32 contains 20922 members 
Mstep: Class 33 contains 4565 members 
Mstep: Class 34 contains 33613 members 
Mstep: Class 35 contains 37810 members 
Mstep: Class 36 contains 38583 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1161 members 
Mstep: Class 40 contains 1293 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 43445 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18237 members 
Mstep: Class 45 contains 14497 members 
Mstep: Class 46 contains 6775 members 
Mstep: Class 47 contains 39605 members 
Mstep: Class 48 contains 1093 members 
Mstep: Class 49 contains 16839 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4439 members 
Mstep: Class 54 contains 5174 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 20880 members 
Mstep: Class 57 contains 21430 members 
Mstep: Class 58 contains 2207 members 
Mstep: Class 59 contains 35959 members 
Mstep: Class 60 contains 40230 members 
Mstep: Class 61 contains 15953 members 
Mstep: Class 62 contains 380 members 
Mstep: Class 63 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341648.000000 Penalty: 213107.468750
Iteration 166Q: 64 clusters Score -1.613416e+08 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 38128 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5091 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5096 members 
Mstep: Class 10 contains 29919 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 56905 members 
Mstep: Class 15 contains 17964 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 26094 members 
Mstep: Class 19 contains 39815 members 
Mstep: Class 20 contains 31105 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 15293 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 21034 members 
Mstep: Class 28 contains 29035 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19156 members 
Mstep: Class 32 contains 21081 members 
Mstep: Class 33 contains 4571 members 
Mstep: Class 34 contains 33669 members 
Mstep: Class 35 contains 37782 members 
Mstep: Class 36 contains 38606 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1174 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 43427 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18169 members 
Mstep: Class 45 contains 14289 members 
Mstep: Class 46 contains 6776 members 
Mstep: Class 47 contains 39592 members 
Mstep: Class 48 contains 1096 members 
Mstep: Class 49 contains 16834 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4438 members 
Mstep: Class 54 contains 5178 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 20293 members 
Mstep: Class 57 contains 20939 members 
Mstep: Class 58 contains 2199 members 
Mstep: Class 59 contains 35933 members 
Mstep: Class 60 contains 40232 members 
Mstep: Class 61 contains 16310 members 
Mstep: Class 62 contains 381 members 
Mstep: Class 63 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341472.000000 Penalty: 213107.468750
Iteration 167Q: 64 clusters Score -1.613415e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 38125 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 29977 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 28564 members 
Mstep: Class 14 contains 56856 members 
Mstep: Class 15 contains 17964 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 26111 members 
Mstep: Class 19 contains 39838 members 
Mstep: Class 20 contains 31125 members 
Mstep: Class 21 contains 1442 members 
Mstep: Class 22 contains 15295 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 20959 members 
Mstep: Class 28 contains 29024 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19118 members 
Mstep: Class 32 contains 21354 members 
Mstep: Class 33 contains 4584 members 
Mstep: Class 34 contains 33706 members 
Mstep: Class 35 contains 37755 members 
Mstep: Class 36 contains 38616 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1180 members 
Mstep: Class 40 contains 1291 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 43427 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18086 members 
Mstep: Class 45 contains 14047 members 
Mstep: Class 46 contains 6777 members 
Mstep: Class 47 contains 39606 members 
Mstep: Class 48 contains 1094 members 
Mstep: Class 49 contains 16854 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4441 members 
Mstep: Class 54 contains 5175 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 19822 members 
Mstep: Class 57 contains 20622 members 
Mstep: Class 58 contains 2196 members 
Mstep: Class 59 contains 35905 members 
Mstep: Class 60 contains 40199 members 
Mstep: Class 61 contains 16663 members 
Mstep: Class 62 contains 382 members 
Mstep: Class 63 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341056.000000 Penalty: 213107.468750
Iteration 168Q: 64 clusters Score -1.613411e+08 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 38123 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5082 members 
Mstep: Class 10 contains 30006 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 28538 members 
Mstep: Class 14 contains 56822 members 
Mstep: Class 15 contains 17978 members 
Mstep: Class 16 contains 19718 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 26126 members 
Mstep: Class 19 contains 39908 members 
Mstep: Class 20 contains 31172 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 993 members 
Mstep: Class 27 contains 20872 members 
Mstep: Class 28 contains 29006 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 19047 members 
Mstep: Class 32 contains 21616 members 
Mstep: Class 33 contains 4600 members 
Mstep: Class 34 contains 33720 members 
Mstep: Class 35 contains 37724 members 
Mstep: Class 36 contains 38646 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1184 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43430 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 18004 members 
Mstep: Class 45 contains 13854 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39591 members 
Mstep: Class 48 contains 1095 members 
Mstep: Class 49 contains 16869 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4442 members 
Mstep: Class 54 contains 5176 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 19375 members 
Mstep: Class 57 contains 20532 members 
Mstep: Class 58 contains 2188 members 
Mstep: Class 59 contains 35880 members 
Mstep: Class 60 contains 40164 members 
Mstep: Class 61 contains 16926 members 
Mstep: Class 62 contains 383 members 
Mstep: Class 63 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340688.000000 Penalty: 213107.468750
Iteration 169Q: 64 clusters Score -1.613407e+08 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 38116 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5075 members 
Mstep: Class 10 contains 30042 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 28503 members 
Mstep: Class 14 contains 56815 members 
Mstep: Class 15 contains 17961 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 7191 members 
Mstep: Class 18 contains 26136 members 
Mstep: Class 19 contains 39945 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 15287 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 992 members 
Mstep: Class 27 contains 20788 members 
Mstep: Class 28 contains 28950 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18943 members 
Mstep: Class 32 contains 21878 members 
Mstep: Class 33 contains 4603 members 
Mstep: Class 34 contains 33756 members 
Mstep: Class 35 contains 37719 members 
Mstep: Class 36 contains 38643 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1196 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43430 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17909 members 
Mstep: Class 45 contains 13725 members 
Mstep: Class 46 contains 6767 members 
Mstep: Class 47 contains 39584 members 
Mstep: Class 48 contains 1097 members 
Mstep: Class 49 contains 16893 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 5171 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 19021 members 
Mstep: Class 57 contains 20518 members 
Mstep: Class 58 contains 2185 members 
Mstep: Class 59 contains 35903 members 
Mstep: Class 60 contains 40121 members 
Mstep: Class 61 contains 17179 members 
Mstep: Class 62 contains 384 members 
Mstep: Class 63 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340528.000000 Penalty: 213107.468750
Iteration 170Q: 64 clusters Score -1.613405e+08 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 38120 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 30069 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 28490 members 
Mstep: Class 14 contains 56803 members 
Mstep: Class 15 contains 17967 members 
Mstep: Class 16 contains 20199 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 26159 members 
Mstep: Class 19 contains 39990 members 
Mstep: Class 20 contains 31250 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 15290 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 20727 members 
Mstep: Class 28 contains 28900 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 22037 members 
Mstep: Class 33 contains 4606 members 
Mstep: Class 34 contains 33790 members 
Mstep: Class 35 contains 37736 members 
Mstep: Class 36 contains 38646 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1205 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43426 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17787 members 
Mstep: Class 45 contains 13602 members 
Mstep: Class 46 contains 6771 members 
Mstep: Class 47 contains 39557 members 
Mstep: Class 48 contains 1098 members 
Mstep: Class 49 contains 16902 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4443 members 
Mstep: Class 54 contains 5165 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18759 members 
Mstep: Class 57 contains 20568 members 
Mstep: Class 58 contains 2179 members 
Mstep: Class 59 contains 35881 members 
Mstep: Class 60 contains 40070 members 
Mstep: Class 61 contains 17402 members 
Mstep: Class 62 contains 385 members 
Mstep: Class 63 contains 515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340160.000000 Penalty: 213107.468750
Iteration 171Q: 64 clusters Score -1.613402e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 38097 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5071 members 
Mstep: Class 10 contains 30136 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 28460 members 
Mstep: Class 14 contains 56791 members 
Mstep: Class 15 contains 17985 members 
Mstep: Class 16 contains 20331 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 26158 members 
Mstep: Class 19 contains 39995 members 
Mstep: Class 20 contains 31265 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 15289 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 20664 members 
Mstep: Class 28 contains 28871 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18757 members 
Mstep: Class 32 contains 22157 members 
Mstep: Class 33 contains 4613 members 
Mstep: Class 34 contains 33833 members 
Mstep: Class 35 contains 37721 members 
Mstep: Class 36 contains 38635 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43424 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17685 members 
Mstep: Class 45 contains 13524 members 
Mstep: Class 46 contains 6775 members 
Mstep: Class 47 contains 39575 members 
Mstep: Class 48 contains 1096 members 
Mstep: Class 49 contains 16933 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 5165 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18556 members 
Mstep: Class 57 contains 20641 members 
Mstep: Class 58 contains 2174 members 
Mstep: Class 59 contains 35884 members 
Mstep: Class 60 contains 40018 members 
Mstep: Class 61 contains 17578 members 
Mstep: Class 62 contains 386 members 
Mstep: Class 63 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340288.000000 Penalty: 213107.468750
Iteration 172Q: 64 clusters Score -1.613403e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 38077 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 30221 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 28435 members 
Mstep: Class 14 contains 56793 members 
Mstep: Class 15 contains 17987 members 
Mstep: Class 16 contains 20450 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 26170 members 
Mstep: Class 19 contains 39972 members 
Mstep: Class 20 contains 31279 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 15291 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 20605 members 
Mstep: Class 28 contains 28806 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18664 members 
Mstep: Class 32 contains 22232 members 
Mstep: Class 33 contains 4617 members 
Mstep: Class 34 contains 33873 members 
Mstep: Class 35 contains 37681 members 
Mstep: Class 36 contains 38641 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1223 members 
Mstep: Class 40 contains 1291 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43421 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17614 members 
Mstep: Class 45 contains 13503 members 
Mstep: Class 46 contains 6775 members 
Mstep: Class 47 contains 39625 members 
Mstep: Class 48 contains 1097 members 
Mstep: Class 49 contains 16970 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 5154 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18386 members 
Mstep: Class 57 contains 20711 members 
Mstep: Class 58 contains 2168 members 
Mstep: Class 59 contains 35908 members 
Mstep: Class 60 contains 39952 members 
Mstep: Class 61 contains 17720 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340960.000000 Penalty: 213107.468750
Iteration 173Q: 64 clusters Score -1.61341e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 38072 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 30287 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28422 members 
Mstep: Class 14 contains 56780 members 
Mstep: Class 15 contains 17976 members 
Mstep: Class 16 contains 20530 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 26173 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 20 contains 31309 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 15296 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 20567 members 
Mstep: Class 28 contains 28753 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18598 members 
Mstep: Class 32 contains 22288 members 
Mstep: Class 33 contains 4621 members 
Mstep: Class 34 contains 33883 members 
Mstep: Class 35 contains 37628 members 
Mstep: Class 36 contains 38648 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 1293 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43406 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17527 members 
Mstep: Class 45 contains 13477 members 
Mstep: Class 46 contains 6770 members 
Mstep: Class 47 contains 39691 members 
Mstep: Class 48 contains 1095 members 
Mstep: Class 49 contains 16967 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 5156 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18260 members 
Mstep: Class 57 contains 20803 members 
Mstep: Class 58 contains 2163 members 
Mstep: Class 59 contains 35928 members 
Mstep: Class 60 contains 39871 members 
Mstep: Class 61 contains 17855 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341344.000000 Penalty: 213107.468750
Iteration 174Q: 64 clusters Score -1.613413e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 5065 members 
Mstep: Class 10 contains 30347 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28415 members 
Mstep: Class 14 contains 56800 members 
Mstep: Class 15 contains 17989 members 
Mstep: Class 16 contains 20576 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 26170 members 
Mstep: Class 19 contains 40065 members 
Mstep: Class 20 contains 31317 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 15301 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 20506 members 
Mstep: Class 28 contains 28688 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18507 members 
Mstep: Class 32 contains 22361 members 
Mstep: Class 33 contains 4624 members 
Mstep: Class 34 contains 33896 members 
Mstep: Class 35 contains 37605 members 
Mstep: Class 36 contains 38681 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1232 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43388 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17440 members 
Mstep: Class 45 contains 13467 members 
Mstep: Class 46 contains 6764 members 
Mstep: Class 47 contains 39739 members 
Mstep: Class 48 contains 1094 members 
Mstep: Class 49 contains 16980 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 5156 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18187 members 
Mstep: Class 57 contains 20913 members 
Mstep: Class 58 contains 2160 members 
Mstep: Class 59 contains 35962 members 
Mstep: Class 60 contains 39756 members 
Mstep: Class 61 contains 17947 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341264.000000 Penalty: 213107.468750
Iteration 175Q: 64 clusters Score -1.613413e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 38035 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 5057 members 
Mstep: Class 10 contains 30384 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28417 members 
Mstep: Class 14 contains 56805 members 
Mstep: Class 15 contains 17980 members 
Mstep: Class 16 contains 20593 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 26161 members 
Mstep: Class 19 contains 40091 members 
Mstep: Class 20 contains 31329 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 15282 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 20447 members 
Mstep: Class 28 contains 28628 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18418 members 
Mstep: Class 32 contains 22408 members 
Mstep: Class 33 contains 4633 members 
Mstep: Class 34 contains 33936 members 
Mstep: Class 35 contains 37596 members 
Mstep: Class 36 contains 38669 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1241 members 
Mstep: Class 40 contains 1295 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43380 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17386 members 
Mstep: Class 45 contains 13472 members 
Mstep: Class 46 contains 6760 members 
Mstep: Class 47 contains 39836 members 
Mstep: Class 48 contains 1095 members 
Mstep: Class 49 contains 16996 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 5156 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18158 members 
Mstep: Class 57 contains 20990 members 
Mstep: Class 58 contains 2155 members 
Mstep: Class 59 contains 35964 members 
Mstep: Class 60 contains 39682 members 
Mstep: Class 61 contains 18019 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341264.000000 Penalty: 213107.468750
Iteration 176Q: 64 clusters Score -1.613413e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 38055 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 5054 members 
Mstep: Class 10 contains 30449 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28408 members 
Mstep: Class 14 contains 56795 members 
Mstep: Class 15 contains 17994 members 
Mstep: Class 16 contains 20625 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 26161 members 
Mstep: Class 19 contains 40130 members 
Mstep: Class 20 contains 31337 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 15260 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 20400 members 
Mstep: Class 28 contains 28564 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18316 members 
Mstep: Class 32 contains 22412 members 
Mstep: Class 33 contains 4640 members 
Mstep: Class 34 contains 33962 members 
Mstep: Class 35 contains 37532 members 
Mstep: Class 36 contains 38637 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 1295 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17338 members 
Mstep: Class 45 contains 13481 members 
Mstep: Class 46 contains 6762 members 
Mstep: Class 47 contains 39982 members 
Mstep: Class 48 contains 1092 members 
Mstep: Class 49 contains 17000 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 5156 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18158 members 
Mstep: Class 57 contains 21076 members 
Mstep: Class 58 contains 2149 members 
Mstep: Class 59 contains 35969 members 
Mstep: Class 60 contains 39581 members 
Mstep: Class 61 contains 18080 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341344.000000 Penalty: 213107.468750
Iteration 177Q: 64 clusters Score -1.613413e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 38044 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 5052 members 
Mstep: Class 10 contains 30543 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28378 members 
Mstep: Class 14 contains 56771 members 
Mstep: Class 15 contains 18010 members 
Mstep: Class 16 contains 20619 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 26157 members 
Mstep: Class 19 contains 40151 members 
Mstep: Class 20 contains 31339 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 15244 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 20342 members 
Mstep: Class 28 contains 28511 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18247 members 
Mstep: Class 32 contains 22436 members 
Mstep: Class 33 contains 4645 members 
Mstep: Class 34 contains 33999 members 
Mstep: Class 35 contains 37445 members 
Mstep: Class 36 contains 38638 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 1295 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17307 members 
Mstep: Class 45 contains 13500 members 
Mstep: Class 46 contains 6773 members 
Mstep: Class 47 contains 40112 members 
Mstep: Class 48 contains 1089 members 
Mstep: Class 49 contains 17013 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 5150 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18137 members 
Mstep: Class 57 contains 21115 members 
Mstep: Class 58 contains 2145 members 
Mstep: Class 59 contains 35941 members 
Mstep: Class 60 contains 39561 members 
Mstep: Class 61 contains 18147 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341360.000000 Penalty: 213107.468750
Iteration 178Q: 64 clusters Score -1.613414e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 38063 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 5053 members 
Mstep: Class 10 contains 30614 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28360 members 
Mstep: Class 14 contains 56774 members 
Mstep: Class 15 contains 18024 members 
Mstep: Class 16 contains 20625 members 
Mstep: Class 17 contains 7155 members 
Mstep: Class 18 contains 26162 members 
Mstep: Class 19 contains 40111 members 
Mstep: Class 20 contains 31323 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 22 contains 15242 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 20292 members 
Mstep: Class 28 contains 28459 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18168 members 
Mstep: Class 32 contains 22452 members 
Mstep: Class 33 contains 4649 members 
Mstep: Class 34 contains 34029 members 
Mstep: Class 35 contains 37385 members 
Mstep: Class 36 contains 38593 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43377 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17274 members 
Mstep: Class 45 contains 13523 members 
Mstep: Class 46 contains 6776 members 
Mstep: Class 47 contains 40231 members 
Mstep: Class 48 contains 1087 members 
Mstep: Class 49 contains 17012 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 5139 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18119 members 
Mstep: Class 57 contains 21159 members 
Mstep: Class 58 contains 2140 members 
Mstep: Class 59 contains 35929 members 
Mstep: Class 60 contains 39568 members 
Mstep: Class 61 contains 18217 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341184.000000 Penalty: 213107.468750
Iteration 179Q: 64 clusters Score -1.613412e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 38077 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 5056 members 
Mstep: Class 10 contains 30712 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28338 members 
Mstep: Class 14 contains 56754 members 
Mstep: Class 15 contains 18030 members 
Mstep: Class 16 contains 20636 members 
Mstep: Class 17 contains 7157 members 
Mstep: Class 18 contains 26155 members 
Mstep: Class 19 contains 40114 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 22 contains 15250 members 
Mstep: Class 23 contains 374 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 20242 members 
Mstep: Class 28 contains 28397 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18108 members 
Mstep: Class 32 contains 22472 members 
Mstep: Class 33 contains 4656 members 
Mstep: Class 34 contains 34040 members 
Mstep: Class 35 contains 37286 members 
Mstep: Class 36 contains 38600 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 1295 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43378 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17249 members 
Mstep: Class 45 contains 13549 members 
Mstep: Class 46 contains 6778 members 
Mstep: Class 47 contains 40311 members 
Mstep: Class 48 contains 1087 members 
Mstep: Class 49 contains 17006 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 5136 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18108 members 
Mstep: Class 57 contains 21175 members 
Mstep: Class 58 contains 2137 members 
Mstep: Class 59 contains 35940 members 
Mstep: Class 60 contains 39560 members 
Mstep: Class 61 contains 18275 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341472.000000 Penalty: 213107.468750
Iteration 180F: 64 clusters Score -1.613415e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 38086 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 10 contains 30789 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 14 contains 56723 members 
Mstep: Class 15 contains 18044 members 
Mstep: Class 16 contains 21590 members 
Mstep: Class 17 contains 7160 members 
Mstep: Class 18 contains 26140 members 
Mstep: Class 19 contains 40101 members 
Mstep: Class 20 contains 31321 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 15244 members 
Mstep: Class 23 contains 373 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 20211 members 
Mstep: Class 28 contains 28355 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 18047 members 
Mstep: Class 32 contains 21882 members 
Mstep: Class 33 contains 4667 members 
Mstep: Class 34 contains 34061 members 
Mstep: Class 35 contains 37222 members 
Mstep: Class 36 contains 38586 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43376 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17214 members 
Mstep: Class 45 contains 13584 members 
Mstep: Class 46 contains 6774 members 
Mstep: Class 47 contains 40378 members 
Mstep: Class 48 contains 1087 members 
Mstep: Class 49 contains 17021 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 5139 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18075 members 
Mstep: Class 57 contains 20894 members 
Mstep: Class 58 contains 2131 members 
Mstep: Class 59 contains 35961 members 
Mstep: Class 60 contains 39533 members 
Mstep: Class 61 contains 18317 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340992.000000 Penalty: 213107.468750
Iteration 181Q: 64 clusters Score -1.61341e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 38113 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 1653 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 5045 members 
Mstep: Class 10 contains 30851 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28331 members 
Mstep: Class 14 contains 56676 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 22287 members 
Mstep: Class 17 contains 7162 members 
Mstep: Class 18 contains 26134 members 
Mstep: Class 19 contains 40128 members 
Mstep: Class 20 contains 31325 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 372 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 20166 members 
Mstep: Class 28 contains 28327 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17979 members 
Mstep: Class 32 contains 21512 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 34067 members 
Mstep: Class 35 contains 37138 members 
Mstep: Class 36 contains 38572 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1266 members 
Mstep: Class 40 contains 1295 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43361 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17187 members 
Mstep: Class 45 contains 13612 members 
Mstep: Class 46 contains 6771 members 
Mstep: Class 47 contains 40488 members 
Mstep: Class 48 contains 1088 members 
Mstep: Class 49 contains 17030 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 635 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 5133 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 18037 members 
Mstep: Class 57 contains 20693 members 
Mstep: Class 58 contains 2128 members 
Mstep: Class 59 contains 35971 members 
Mstep: Class 60 contains 39475 members 
Mstep: Class 61 contains 18354 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341520.000000 Penalty: 213107.468750
Iteration 182Q: 64 clusters Score -1.613415e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 38122 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 5042 members 
Mstep: Class 10 contains 30897 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28347 members 
Mstep: Class 14 contains 56612 members 
Mstep: Class 15 contains 18047 members 
Mstep: Class 16 contains 22839 members 
Mstep: Class 17 contains 7162 members 
Mstep: Class 18 contains 26137 members 
Mstep: Class 19 contains 40154 members 
Mstep: Class 20 contains 31327 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15233 members 
Mstep: Class 23 contains 372 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 20119 members 
Mstep: Class 28 contains 28326 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17920 members 
Mstep: Class 32 contains 21237 members 
Mstep: Class 33 contains 4683 members 
Mstep: Class 34 contains 34040 members 
Mstep: Class 35 contains 37061 members 
Mstep: Class 36 contains 38594 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43347 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17141 members 
Mstep: Class 45 contains 13646 members 
Mstep: Class 46 contains 6771 members 
Mstep: Class 47 contains 40601 members 
Mstep: Class 48 contains 1088 members 
Mstep: Class 49 contains 17029 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 5132 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17998 members 
Mstep: Class 57 contains 20588 members 
Mstep: Class 58 contains 2124 members 
Mstep: Class 59 contains 36014 members 
Mstep: Class 60 contains 39389 members 
Mstep: Class 61 contains 18342 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341632.000000 Penalty: 213107.468750
Iteration 183Q: 64 clusters Score -1.613416e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 38106 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 30929 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28371 members 
Mstep: Class 14 contains 56568 members 
Mstep: Class 15 contains 18085 members 
Mstep: Class 16 contains 23264 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 26143 members 
Mstep: Class 19 contains 40163 members 
Mstep: Class 20 contains 31340 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15229 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 20066 members 
Mstep: Class 28 contains 28326 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17858 members 
Mstep: Class 32 contains 21057 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 34019 members 
Mstep: Class 35 contains 36988 members 
Mstep: Class 36 contains 38578 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43330 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17091 members 
Mstep: Class 45 contains 13667 members 
Mstep: Class 46 contains 6768 members 
Mstep: Class 47 contains 40660 members 
Mstep: Class 48 contains 1088 members 
Mstep: Class 49 contains 17043 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 5124 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17975 members 
Mstep: Class 57 contains 20537 members 
Mstep: Class 58 contains 2124 members 
Mstep: Class 59 contains 36024 members 
Mstep: Class 60 contains 39418 members 
Mstep: Class 61 contains 18287 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341648.000000 Penalty: 213107.468750
Iteration 184Q: 64 clusters Score -1.613416e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 38109 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 30919 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28390 members 
Mstep: Class 14 contains 56529 members 
Mstep: Class 15 contains 18106 members 
Mstep: Class 16 contains 23590 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 26130 members 
Mstep: Class 19 contains 40178 members 
Mstep: Class 20 contains 31359 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 22 contains 15227 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 1039 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 20028 members 
Mstep: Class 28 contains 28337 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17789 members 
Mstep: Class 32 contains 20913 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 34010 members 
Mstep: Class 35 contains 37012 members 
Mstep: Class 36 contains 38521 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1270 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43312 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17067 members 
Mstep: Class 45 contains 13689 members 
Mstep: Class 46 contains 6762 members 
Mstep: Class 47 contains 40730 members 
Mstep: Class 48 contains 1089 members 
Mstep: Class 49 contains 17052 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 5115 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17936 members 
Mstep: Class 57 contains 20498 members 
Mstep: Class 58 contains 2125 members 
Mstep: Class 59 contains 36052 members 
Mstep: Class 60 contains 39403 members 
Mstep: Class 61 contains 18254 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341696.000000 Penalty: 213107.468750
Iteration 185Q: 64 clusters Score -1.613417e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 38082 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1649 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 30916 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28411 members 
Mstep: Class 14 contains 56480 members 
Mstep: Class 15 contains 18118 members 
Mstep: Class 16 contains 23878 members 
Mstep: Class 17 contains 7169 members 
Mstep: Class 18 contains 26137 members 
Mstep: Class 19 contains 40174 members 
Mstep: Class 20 contains 31364 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 15218 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 19979 members 
Mstep: Class 28 contains 28339 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17743 members 
Mstep: Class 32 contains 20779 members 
Mstep: Class 33 contains 4693 members 
Mstep: Class 34 contains 33988 members 
Mstep: Class 35 contains 36969 members 
Mstep: Class 36 contains 38527 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1270 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43317 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17050 members 
Mstep: Class 45 contains 13697 members 
Mstep: Class 46 contains 6755 members 
Mstep: Class 47 contains 40793 members 
Mstep: Class 48 contains 1089 members 
Mstep: Class 49 contains 17055 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 5110 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17911 members 
Mstep: Class 57 contains 20459 members 
Mstep: Class 58 contains 2123 members 
Mstep: Class 59 contains 36086 members 
Mstep: Class 60 contains 39418 members 
Mstep: Class 61 contains 18263 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341552.000000 Penalty: 213107.468750
Iteration 186Q: 64 clusters Score -1.613416e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 38067 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 30923 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28425 members 
Mstep: Class 14 contains 56435 members 
Mstep: Class 15 contains 18132 members 
Mstep: Class 16 contains 24250 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 26142 members 
Mstep: Class 19 contains 40191 members 
Mstep: Class 20 contains 31375 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 15211 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 19929 members 
Mstep: Class 28 contains 28336 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17683 members 
Mstep: Class 32 contains 20545 members 
Mstep: Class 33 contains 4699 members 
Mstep: Class 34 contains 34007 members 
Mstep: Class 35 contains 36940 members 
Mstep: Class 36 contains 38493 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1272 members 
Mstep: Class 40 contains 1295 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43312 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 17011 members 
Mstep: Class 45 contains 13706 members 
Mstep: Class 46 contains 6750 members 
Mstep: Class 47 contains 40836 members 
Mstep: Class 48 contains 1089 members 
Mstep: Class 49 contains 17055 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 5099 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17894 members 
Mstep: Class 57 contains 20444 members 
Mstep: Class 58 contains 2119 members 
Mstep: Class 59 contains 36081 members 
Mstep: Class 60 contains 39435 members 
Mstep: Class 61 contains 18316 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342448.000000 Penalty: 213107.468750
Iteration 187Q: 64 clusters Score -1.613424e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 38050 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4972 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 30917 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28441 members 
Mstep: Class 14 contains 56381 members 
Mstep: Class 15 contains 18136 members 
Mstep: Class 16 contains 24604 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 26133 members 
Mstep: Class 19 contains 40212 members 
Mstep: Class 20 contains 31393 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 15217 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 19886 members 
Mstep: Class 28 contains 28344 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17622 members 
Mstep: Class 32 contains 20220 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 34008 members 
Mstep: Class 35 contains 36975 members 
Mstep: Class 36 contains 38410 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43316 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16957 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 6748 members 
Mstep: Class 47 contains 40850 members 
Mstep: Class 48 contains 1090 members 
Mstep: Class 49 contains 17059 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 5088 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17912 members 
Mstep: Class 57 contains 20434 members 
Mstep: Class 58 contains 2119 members 
Mstep: Class 59 contains 36118 members 
Mstep: Class 60 contains 39452 members 
Mstep: Class 61 contains 18436 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342528.000000 Penalty: 213107.468750
Iteration 188Q: 64 clusters Score -1.613425e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 38065 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 30941 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28438 members 
Mstep: Class 14 contains 56326 members 
Mstep: Class 15 contains 18170 members 
Mstep: Class 16 contains 24988 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 26119 members 
Mstep: Class 19 contains 40219 members 
Mstep: Class 20 contains 31391 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 15243 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 19832 members 
Mstep: Class 28 contains 28349 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 19806 members 
Mstep: Class 33 contains 4710 members 
Mstep: Class 34 contains 34017 members 
Mstep: Class 35 contains 36938 members 
Mstep: Class 36 contains 38361 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1272 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43322 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16919 members 
Mstep: Class 45 contains 13715 members 
Mstep: Class 46 contains 6742 members 
Mstep: Class 47 contains 40903 members 
Mstep: Class 48 contains 1089 members 
Mstep: Class 49 contains 17072 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 5077 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17898 members 
Mstep: Class 57 contains 20377 members 
Mstep: Class 58 contains 2117 members 
Mstep: Class 59 contains 36160 members 
Mstep: Class 60 contains 39442 members 
Mstep: Class 61 contains 18638 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342384.000000 Penalty: 213107.468750
Iteration 189Q: 64 clusters Score -1.613424e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 38079 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 30940 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28422 members 
Mstep: Class 14 contains 56291 members 
Mstep: Class 15 contains 18175 members 
Mstep: Class 16 contains 25274 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 26107 members 
Mstep: Class 19 contains 40201 members 
Mstep: Class 20 contains 31399 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 15242 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19797 members 
Mstep: Class 28 contains 28367 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17509 members 
Mstep: Class 32 contains 19460 members 
Mstep: Class 33 contains 4714 members 
Mstep: Class 34 contains 34026 members 
Mstep: Class 35 contains 36871 members 
Mstep: Class 36 contains 38351 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1275 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43316 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16856 members 
Mstep: Class 45 contains 13720 members 
Mstep: Class 46 contains 6735 members 
Mstep: Class 47 contains 41001 members 
Mstep: Class 48 contains 1088 members 
Mstep: Class 49 contains 17069 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4449 members 
Mstep: Class 54 contains 5070 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17878 members 
Mstep: Class 57 contains 20388 members 
Mstep: Class 58 contains 2112 members 
Mstep: Class 59 contains 36212 members 
Mstep: Class 60 contains 39448 members 
Mstep: Class 61 contains 18834 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341648.000000 Penalty: 213107.468750
Iteration 190Q: 64 clusters Score -1.613416e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 38066 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 30963 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28410 members 
Mstep: Class 14 contains 56244 members 
Mstep: Class 15 contains 18195 members 
Mstep: Class 16 contains 25448 members 
Mstep: Class 17 contains 7179 members 
Mstep: Class 18 contains 26096 members 
Mstep: Class 19 contains 40208 members 
Mstep: Class 20 contains 31436 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 19753 members 
Mstep: Class 28 contains 28383 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17461 members 
Mstep: Class 32 contains 19243 members 
Mstep: Class 33 contains 4722 members 
Mstep: Class 34 contains 34041 members 
Mstep: Class 35 contains 36777 members 
Mstep: Class 36 contains 38350 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43308 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16794 members 
Mstep: Class 45 contains 13710 members 
Mstep: Class 46 contains 6726 members 
Mstep: Class 47 contains 41087 members 
Mstep: Class 48 contains 1086 members 
Mstep: Class 49 contains 17078 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 5064 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17844 members 
Mstep: Class 57 contains 20468 members 
Mstep: Class 58 contains 2107 members 
Mstep: Class 59 contains 36246 members 
Mstep: Class 60 contains 39406 members 
Mstep: Class 61 contains 18981 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341072.000000 Penalty: 213107.468750
Iteration 191Q: 64 clusters Score -1.613411e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 38055 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 30951 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28388 members 
Mstep: Class 14 contains 56232 members 
Mstep: Class 15 contains 18203 members 
Mstep: Class 16 contains 25522 members 
Mstep: Class 17 contains 7180 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 40214 members 
Mstep: Class 20 contains 31493 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 15248 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19725 members 
Mstep: Class 28 contains 28379 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17401 members 
Mstep: Class 32 contains 19037 members 
Mstep: Class 33 contains 4730 members 
Mstep: Class 34 contains 34061 members 
Mstep: Class 35 contains 36767 members 
Mstep: Class 36 contains 38347 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1292 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43293 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16749 members 
Mstep: Class 45 contains 13694 members 
Mstep: Class 46 contains 6716 members 
Mstep: Class 47 contains 41145 members 
Mstep: Class 48 contains 1086 members 
Mstep: Class 49 contains 17097 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4459 members 
Mstep: Class 54 contains 5060 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17821 members 
Mstep: Class 57 contains 20593 members 
Mstep: Class 58 contains 2101 members 
Mstep: Class 59 contains 36282 members 
Mstep: Class 60 contains 39337 members 
Mstep: Class 61 contains 19123 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341392.000000 Penalty: 213107.468750
Iteration 192Q: 64 clusters Score -1.613414e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 38070 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 30958 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28372 members 
Mstep: Class 14 contains 56226 members 
Mstep: Class 15 contains 18221 members 
Mstep: Class 16 contains 25533 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 26078 members 
Mstep: Class 19 contains 40248 members 
Mstep: Class 20 contains 31510 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 15248 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1039 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19682 members 
Mstep: Class 28 contains 28363 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17341 members 
Mstep: Class 32 contains 18888 members 
Mstep: Class 33 contains 4735 members 
Mstep: Class 34 contains 34091 members 
Mstep: Class 35 contains 36794 members 
Mstep: Class 36 contains 38323 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1291 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43288 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16725 members 
Mstep: Class 45 contains 13657 members 
Mstep: Class 46 contains 6709 members 
Mstep: Class 47 contains 41128 members 
Mstep: Class 48 contains 1084 members 
Mstep: Class 49 contains 17098 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 5058 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17778 members 
Mstep: Class 57 contains 20754 members 
Mstep: Class 58 contains 2096 members 
Mstep: Class 59 contains 36310 members 
Mstep: Class 60 contains 39300 members 
Mstep: Class 61 contains 19266 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341472.000000 Penalty: 213107.468750
Iteration 193Q: 64 clusters Score -1.613415e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 38083 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 30955 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28360 members 
Mstep: Class 14 contains 56200 members 
Mstep: Class 15 contains 18235 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 40274 members 
Mstep: Class 20 contains 31533 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1035 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19632 members 
Mstep: Class 28 contains 28367 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17285 members 
Mstep: Class 32 contains 18779 members 
Mstep: Class 33 contains 4746 members 
Mstep: Class 34 contains 34102 members 
Mstep: Class 35 contains 36789 members 
Mstep: Class 36 contains 38304 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1294 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43296 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16702 members 
Mstep: Class 45 contains 13599 members 
Mstep: Class 46 contains 6704 members 
Mstep: Class 47 contains 41125 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17098 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 5050 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17753 members 
Mstep: Class 57 contains 20957 members 
Mstep: Class 58 contains 2089 members 
Mstep: Class 59 contains 36342 members 
Mstep: Class 60 contains 39276 members 
Mstep: Class 61 contains 19370 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340784.000000 Penalty: 213107.468750
Iteration 194Q: 64 clusters Score -1.613408e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 38085 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 30951 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28366 members 
Mstep: Class 14 contains 56172 members 
Mstep: Class 15 contains 18247 members 
Mstep: Class 16 contains 25473 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 26079 members 
Mstep: Class 19 contains 40267 members 
Mstep: Class 20 contains 31556 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 15253 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1035 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19598 members 
Mstep: Class 28 contains 28375 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17264 members 
Mstep: Class 32 contains 18725 members 
Mstep: Class 33 contains 4753 members 
Mstep: Class 34 contains 34125 members 
Mstep: Class 35 contains 36771 members 
Mstep: Class 36 contains 38314 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1291 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43286 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16683 members 
Mstep: Class 45 contains 13573 members 
Mstep: Class 46 contains 6699 members 
Mstep: Class 47 contains 41180 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17092 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4462 members 
Mstep: Class 54 contains 5046 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17700 members 
Mstep: Class 57 contains 21174 members 
Mstep: Class 58 contains 2084 members 
Mstep: Class 59 contains 36366 members 
Mstep: Class 60 contains 39195 members 
Mstep: Class 61 contains 19410 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340928.000000 Penalty: 213107.468750
Iteration 195Q: 64 clusters Score -1.613409e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 38078 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4953 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 30952 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28370 members 
Mstep: Class 14 contains 56146 members 
Mstep: Class 15 contains 18265 members 
Mstep: Class 16 contains 25433 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 26081 members 
Mstep: Class 19 contains 40282 members 
Mstep: Class 20 contains 31560 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 15243 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 19565 members 
Mstep: Class 28 contains 28379 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17229 members 
Mstep: Class 32 contains 18720 members 
Mstep: Class 33 contains 4757 members 
Mstep: Class 34 contains 34133 members 
Mstep: Class 35 contains 36703 members 
Mstep: Class 36 contains 38341 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1294 members 
Mstep: Class 40 contains 1293 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43292 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16661 members 
Mstep: Class 45 contains 13544 members 
Mstep: Class 46 contains 6697 members 
Mstep: Class 47 contains 41231 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17094 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17656 members 
Mstep: Class 57 contains 21318 members 
Mstep: Class 58 contains 2080 members 
Mstep: Class 59 contains 36392 members 
Mstep: Class 60 contains 39165 members 
Mstep: Class 61 contains 19460 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341168.000000 Penalty: 213107.468750
Iteration 196Q: 64 clusters Score -1.613412e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 38063 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5023 members 
Mstep: Class 10 contains 30956 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28383 members 
Mstep: Class 14 contains 56119 members 
Mstep: Class 15 contains 18291 members 
Mstep: Class 16 contains 25448 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 26079 members 
Mstep: Class 19 contains 40283 members 
Mstep: Class 20 contains 31554 members 
Mstep: Class 21 contains 1530 members 
Mstep: Class 22 contains 15254 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 19516 members 
Mstep: Class 28 contains 28391 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17201 members 
Mstep: Class 32 contains 18718 members 
Mstep: Class 33 contains 4761 members 
Mstep: Class 34 contains 34152 members 
Mstep: Class 35 contains 36644 members 
Mstep: Class 36 contains 38360 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1295 members 
Mstep: Class 40 contains 1293 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43300 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16625 members 
Mstep: Class 45 contains 13524 members 
Mstep: Class 46 contains 6693 members 
Mstep: Class 47 contains 41270 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17098 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 5041 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17628 members 
Mstep: Class 57 contains 21379 members 
Mstep: Class 58 contains 2075 members 
Mstep: Class 59 contains 36408 members 
Mstep: Class 60 contains 39134 members 
Mstep: Class 61 contains 19525 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340672.000000 Penalty: 213107.468750
Iteration 197Q: 64 clusters Score -1.613407e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 38022 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 30971 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 28381 members 
Mstep: Class 14 contains 56083 members 
Mstep: Class 15 contains 18305 members 
Mstep: Class 16 contains 25429 members 
Mstep: Class 17 contains 7175 members 
Mstep: Class 18 contains 26074 members 
Mstep: Class 19 contains 40300 members 
Mstep: Class 20 contains 31550 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 15258 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19475 members 
Mstep: Class 28 contains 28400 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17187 members 
Mstep: Class 32 contains 18730 members 
Mstep: Class 33 contains 4770 members 
Mstep: Class 34 contains 34171 members 
Mstep: Class 35 contains 36645 members 
Mstep: Class 36 contains 38380 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1299 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43309 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16600 members 
Mstep: Class 45 contains 13507 members 
Mstep: Class 46 contains 6696 members 
Mstep: Class 47 contains 41334 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17087 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4464 members 
Mstep: Class 54 contains 5046 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17610 members 
Mstep: Class 57 contains 21439 members 
Mstep: Class 58 contains 2067 members 
Mstep: Class 59 contains 36416 members 
Mstep: Class 60 contains 39059 members 
Mstep: Class 61 contains 19590 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340752.000000 Penalty: 213107.468750
Iteration 198Q: 64 clusters Score -1.613408e+08 nChanged 2044
Entering ConstructFrom: 
Score: -161340752.000000 Penalty: 213107.468750
Entering ConstructFrom: 
Trying to split cluster 1 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -1103025.000000 Penalty: 2151.073730
	Iteration 0F: 2 clusters Score -1103025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1097970.125000 Penalty: 4302.147461
	Iteration 0F: 3 clusters Score -1097970 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1099198.125000 Penalty: 4302.147461
	Iteration 1F: 3 clusters Score -1099198 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1099431.250000 Penalty: 4302.147461
	Iteration 2F: 3 clusters Score -1099431 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1099601.000000 Penalty: 4302.147461
	Iteration 3F: 3 clusters Score -1099601 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1099729.875000 Penalty: 4302.147461
	Iteration 4Q: 3 clusters Score -1099730 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1099827.625000 Penalty: 4302.147461
	Iteration 5Q: 3 clusters Score -1099828 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1099904.125000 Penalty: 4302.147461
	Iteration 6Q: 3 clusters Score -1099904 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1099991.000000 Penalty: 4302.147461
	Iteration 7Q: 3 clusters Score -1099991 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1100081.125000 Penalty: 4302.147461
	Iteration 8Q: 3 clusters Score -1100081 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1100169.250000 Penalty: 4302.147461
	Iteration 9Q: 3 clusters Score -1100169 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1100267.250000 Penalty: 4302.147461
	Iteration 10Q: 3 clusters Score -1100267 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1100361.375000 Penalty: 4302.147461
	Iteration 11Q: 3 clusters Score -1100361 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1100440.125000 Penalty: 4302.147461
	Iteration 12Q: 3 clusters Score -1100440 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1100516.875000 Penalty: 4302.147461
	Iteration 13Q: 3 clusters Score -1100517 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1100579.500000 Penalty: 4302.147461
	Iteration 14Q: 3 clusters Score -1100580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1100640.500000 Penalty: 4302.147461
	Iteration 15Q: 3 clusters Score -1100640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1100701.250000 Penalty: 4302.147461
	Iteration 16Q: 3 clusters Score -1100701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1100762.125000 Penalty: 4302.147461
	Iteration 17Q: 3 clusters Score -1100762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1100823.375000 Penalty: 4302.147461
	Iteration 18Q: 3 clusters Score -1100823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1100867.625000 Penalty: 4302.147461
	Iteration 19Q: 3 clusters Score -1100868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1100899.250000 Penalty: 4302.147461
	Iteration 20F: 3 clusters Score -1100899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1100928.500000 Penalty: 4302.147461
	Iteration 21Q: 3 clusters Score -1100928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1100954.000000 Penalty: 4302.147461
	Iteration 22Q: 3 clusters Score -1100954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1100977.875000 Penalty: 4302.147461
	Iteration 23Q: 3 clusters Score -1100978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1101005.750000 Penalty: 4302.147461
	Iteration 24Q: 3 clusters Score -1101006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1101019.250000 Penalty: 4302.147461
	Iteration 25Q: 3 clusters Score -1101019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1101031.125000 Penalty: 4302.147461
	Iteration 26Q: 3 clusters Score -1101031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1101039.625000 Penalty: 4302.147461
	Iteration 27Q: 3 clusters Score -1101040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1101048.000000 Penalty: 4302.147461
	Iteration 28Q: 3 clusters Score -1101048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1101056.500000 Penalty: 4302.147461
	Iteration 29Q: 3 clusters Score -1101056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1101065.000000 Penalty: 4302.147461
	Iteration 30Q: 3 clusters Score -1101065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1101074.125000 Penalty: 4302.147461
	Iteration 31Q: 3 clusters Score -1101074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1101081.375000 Penalty: 4302.147461
	Iteration 32Q: 3 clusters Score -1101081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1101088.250000 Penalty: 4302.147461
	Iteration 33Q: 3 clusters Score -1101088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1101096.500000 Penalty: 4302.147461
	Iteration 34Q: 3 clusters Score -1101096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1101106.125000 Penalty: 4302.147461
	Iteration 35Q: 3 clusters Score -1101106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1101116.250000 Penalty: 4302.147461
	Iteration 36Q: 3 clusters Score -1101116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1101128.625000 Penalty: 4302.147461
	Iteration 37Q: 3 clusters Score -1101129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1101137.125000 Penalty: 4302.147461
	Iteration 38Q: 3 clusters Score -1101137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1101145.875000 Penalty: 4302.147461
	Iteration 39Q: 3 clusters Score -1101146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1101153.375000 Penalty: 4302.147461
	Iteration 40F: 3 clusters Score -1101153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1101155.625000 Penalty: 4302.147461
	Iteration 41Q: 3 clusters Score -1101156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1101160.875000 Penalty: 4302.147461
	Iteration 42Q: 3 clusters Score -1101161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1101161.750000 Penalty: 4302.147461
	Iteration 43Q: 3 clusters Score -1101162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1101162.750000 Penalty: 4302.147461
	Iteration 44Q: 3 clusters Score -1101163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1101162.750000 Penalty: 4302.147461
	Iteration 45F: 3 clusters Score -1101163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Entering Unmasked Estep 
Score: -7378245.500000 Penalty: 2615.172852
	Iteration 0F: 2 clusters Score -7378246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -7356231.000000 Penalty: 5230.345703
	Iteration 0F: 3 clusters Score -7356231 nChanged 17274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -7365807.000000 Penalty: 5230.345703
	Iteration 1F: 3 clusters Score -7365807 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -7366219.000000 Penalty: 5230.345703
	Iteration 2Q: 3 clusters Score -7366219 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -7366534.500000 Penalty: 5230.345703
	Iteration 3Q: 3 clusters Score -7366534 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -7366869.000000 Penalty: 5230.345703
	Iteration 4Q: 3 clusters Score -7366869 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -7367276.500000 Penalty: 5230.345703
	Iteration 5Q: 3 clusters Score -7367276 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -7367805.500000 Penalty: 5230.345703
	Iteration 6Q: 3 clusters Score -7367806 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -7368516.500000 Penalty: 5230.345703
	Iteration 7Q: 3 clusters Score -7368516 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -7369661.500000 Penalty: 5230.345703
	Iteration 8F: 3 clusters Score -7369662 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -7371087.000000 Penalty: 5230.345703
	Iteration 9F: 3 clusters Score -7371087 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -7372694.000000 Penalty: 5230.345703
	Iteration 10F: 3 clusters Score -7372694 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -7374049.500000 Penalty: 5230.345703
	Iteration 11F: 3 clusters Score -7374050 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -7375023.000000 Penalty: 5230.345703
	Iteration 12Q: 3 clusters Score -7375023 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7375630.000000 Penalty: 5230.345703
	Iteration 13Q: 3 clusters Score -7375630 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -7375942.500000 Penalty: 5230.345703
	Iteration 14Q: 3 clusters Score -7375942 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7376158.000000 Penalty: 5230.345703
	Iteration 15Q: 3 clusters Score -7376158 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7376278.000000 Penalty: 5230.345703
	Iteration 16Q: 3 clusters Score -7376278 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7376334.000000 Penalty: 5230.345703
	Iteration 17Q: 3 clusters Score -7376334 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7376361.000000 Penalty: 5230.345703
	Iteration 18Q: 3 clusters Score -7376361 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7376375.500000 Penalty: 5230.345703
	Iteration 19Q: 3 clusters Score -7376376 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7376401.000000 Penalty: 5230.345703
	Iteration 20F: 3 clusters Score -7376401 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7376404.500000 Penalty: 5230.345703
	Iteration 21Q: 3 clusters Score -7376404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7376363.500000 Penalty: 5230.345703
	Iteration 22Q: 3 clusters Score -7376364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7376371.500000 Penalty: 5230.345703
	Iteration 23Q: 3 clusters Score -7376372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7376392.500000 Penalty: 5230.345703
	Iteration 24Q: 3 clusters Score -7376392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7376360.000000 Penalty: 5230.345703
	Iteration 25Q: 3 clusters Score -7376360 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7376377.000000 Penalty: 5230.345703
	Iteration 26Q: 3 clusters Score -7376377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7376368.000000 Penalty: 5230.345703
	Iteration 27Q: 3 clusters Score -7376368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7376377.500000 Penalty: 5230.345703
	Iteration 28Q: 3 clusters Score -7376378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7376383.500000 Penalty: 5230.345703
	Iteration 29Q: 3 clusters Score -7376384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7376380.500000 Penalty: 5230.345703
	Iteration 30Q: 3 clusters Score -7376380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7376381.500000 Penalty: 5230.345703
	Iteration 31Q: 3 clusters Score -7376382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7376368.500000 Penalty: 5230.345703
	Iteration 32Q: 3 clusters Score -7376368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7376367.500000 Penalty: 5230.345703
	Iteration 33Q: 3 clusters Score -7376368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7376370.500000 Penalty: 5230.345703
	Iteration 34Q: 3 clusters Score -7376370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7376362.000000 Penalty: 5230.345703
	Iteration 35Q: 3 clusters Score -7376362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7376378.000000 Penalty: 5230.345703
	Iteration 36Q: 3 clusters Score -7376378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7376379.500000 Penalty: 5230.345703
	Iteration 37Q: 3 clusters Score -7376380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7376382.000000 Penalty: 5230.345703
	Iteration 38Q: 3 clusters Score -7376382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7376376.500000 Penalty: 5230.345703
	Iteration 39Q: 3 clusters Score -7376376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7376374.500000 Penalty: 5230.345703
	Iteration 40F: 3 clusters Score -7376374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7376380.000000 Penalty: 5230.345703
	Iteration 41Q: 3 clusters Score -7376380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7376387.000000 Penalty: 5230.345703
	Iteration 42Q: 3 clusters Score -7376387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7376384.000000 Penalty: 5230.345703
	Iteration 43Q: 3 clusters Score -7376384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7376382.000000 Penalty: 5230.345703
	Iteration 44Q: 3 clusters Score -7376382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7376386.000000 Penalty: 5230.345703
	Iteration 45Q: 3 clusters Score -7376386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7376378.500000 Penalty: 5230.345703
	Iteration 46Q: 3 clusters Score -7376378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7376377.500000 Penalty: 5230.345703
	Iteration 47Q: 3 clusters Score -7376378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7376389.000000 Penalty: 5230.345703
	Iteration 48Q: 3 clusters Score -7376389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7376387.500000 Penalty: 5230.345703
	Iteration 49Q: 3 clusters Score -7376388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7376387.000000 Penalty: 5230.345703
	Iteration 50Q: 3 clusters Score -7376387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7376385.500000 Penalty: 5230.345703
	Iteration 51Q: 3 clusters Score -7376386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7376380.000000 Penalty: 5230.345703
	Iteration 52Q: 3 clusters Score -7376380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7376383.500000 Penalty: 5230.345703
	Iteration 53Q: 3 clusters Score -7376384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7376383.500000 Penalty: 5230.345703
	Iteration 54F: 3 clusters Score -7376384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -77109.187500 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -77109.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75736.906250 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -75736.91 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76181.789062 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -76181.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76599.968750 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -76599.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76832.531250 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -76832.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76967.578125 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -76967.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77059.835938 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -77059.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77212.007812 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -77212.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77393.664062 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -77393.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77503.656250 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -77503.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77523.109375 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -77523.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77531.101562 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -77531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77535.625000 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -77535.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77538.539062 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -77538.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77542.195312 Penalty: 3122.451904
	Iteration 13F: 3 clusters Score -77542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77599.828125 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -77599.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77700.562500 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -77700.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77727.828125 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -77727.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77727.828125 Penalty: 3122.451904
	Iteration 17F: 3 clusters Score -77727.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 37989 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28400 members 
Mstep: Class 14 contains 56026 members 
Mstep: Class 15 contains 18340 members 
Mstep: Class 16 contains 25442 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 40328 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 15277 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19424 members 
Mstep: Class 28 contains 28410 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17167 members 
Mstep: Class 32 contains 18715 members 
Mstep: Class 33 contains 4775 members 
Mstep: Class 34 contains 34186 members 
Mstep: Class 35 contains 36574 members 
Mstep: Class 36 contains 38400 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43308 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16573 members 
Mstep: Class 45 contains 13493 members 
Mstep: Class 46 contains 6699 members 
Mstep: Class 47 contains 41409 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17074 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17591 members 
Mstep: Class 57 contains 21480 members 
Mstep: Class 58 contains 2057 members 
Mstep: Class 59 contains 36432 members 
Mstep: Class 60 contains 39037 members 
Mstep: Class 61 contains 19627 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 310 members 
Entering Unmasked Estep 
Score: -161339440.000000 Penalty: 216490.140625
Splitting cluster 3 changes total score from -161340752.000000 to -161339440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -985589.500000 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -985589.5 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 2587 members 
Entering Unmasked Estep 
Score: -981073.000000 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -981073 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -982153.500000 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -982153.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -982400.562500 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -982400.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -982570.625000 Penalty: 4218.640625
	Iteration 3F: 3 clusters Score -982570.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -982694.125000 Penalty: 4218.640625
	Iteration 4Q: 3 clusters Score -982694.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -982799.125000 Penalty: 4218.640625
	Iteration 5Q: 3 clusters Score -982799.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -982886.062500 Penalty: 4218.640625
	Iteration 6Q: 3 clusters Score -982886.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -982987.875000 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -982987.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -983098.375000 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -983098.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -983200.750000 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -983200.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -983304.937500 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -983304.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -983406.062500 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -983406.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -983478.750000 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -983478.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -983534.375000 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -983534.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -983577.187500 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -983577.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -983616.187500 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -983616.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -983649.625000 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -983649.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -983683.312500 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -983683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -983709.312500 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -983709.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -983727.125000 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -983727.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -983737.125000 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -983737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -983746.500000 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -983746.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -983759.437500 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -983759.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -983771.812500 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -983771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -983777.437500 Penalty: 4218.640625
	Iteration 24Q: 3 clusters Score -983777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -983780.375000 Penalty: 4218.640625
	Iteration 25Q: 3 clusters Score -983780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -983785.875000 Penalty: 4218.640625
	Iteration 26Q: 3 clusters Score -983785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -983791.062500 Penalty: 4218.640625
	Iteration 27Q: 3 clusters Score -983791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -983795.437500 Penalty: 4218.640625
	Iteration 28Q: 3 clusters Score -983795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -983801.000000 Penalty: 4218.640625
	Iteration 29Q: 3 clusters Score -983801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -983804.625000 Penalty: 4218.640625
	Iteration 30Q: 3 clusters Score -983804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -983810.750000 Penalty: 4218.640625
	Iteration 31Q: 3 clusters Score -983810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -983814.187500 Penalty: 4218.640625
	Iteration 32Q: 3 clusters Score -983814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -983817.625000 Penalty: 4218.640625
	Iteration 33Q: 3 clusters Score -983817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -983823.312500 Penalty: 4218.640625
	Iteration 34Q: 3 clusters Score -983823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -983824.937500 Penalty: 4218.640625
	Iteration 35Q: 3 clusters Score -983824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -983826.062500 Penalty: 4218.640625
	Iteration 36Q: 3 clusters Score -983826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -983827.312500 Penalty: 4218.640625
	Iteration 37Q: 3 clusters Score -983827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -983827.312500 Penalty: 4218.640625
	Iteration 38F: 3 clusters Score -983827.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -32622.740234 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -32622.74 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 165 members 
Entering Unmasked Estep 
Score: -31420.191406 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -31420.19 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31756.906250 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -31756.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31906.001953 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -31906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31953.675781 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -31953.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31990.140625 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -31990.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32010.146484 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -32010.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32012.988281 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -32012.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32022.251953 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -32022.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32028.421875 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -32028.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32034.605469 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -32034.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32068.705078 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -32068.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32068.705078 Penalty: 2864.177490
	Iteration 11F: 3 clusters Score -32068.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -294311.406250 Penalty: 1833.223877
	Iteration 0F: 2 clusters Score -294311.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -291977.656250 Penalty: 3666.447754
	Iteration 0F: 3 clusters Score -291977.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -292433.406250 Penalty: 3666.447754
	Iteration 1F: 3 clusters Score -292433.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -292616.125000 Penalty: 3666.447754
	Iteration 2F: 3 clusters Score -292616.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -292818.031250 Penalty: 3666.447754
	Iteration 3F: 3 clusters Score -292818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -292994.000000 Penalty: 3666.447754
	Iteration 4F: 3 clusters Score -292994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -293131.062500 Penalty: 3666.447754
	Iteration 5F: 3 clusters Score -293131.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -293243.187500 Penalty: 3666.447754
	Iteration 6Q: 3 clusters Score -293243.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -293321.812500 Penalty: 3666.447754
	Iteration 7Q: 3 clusters Score -293321.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -293365.156250 Penalty: 3666.447754
	Iteration 8Q: 3 clusters Score -293365.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -293390.718750 Penalty: 3666.447754
	Iteration 9Q: 3 clusters Score -293390.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -293409.218750 Penalty: 3666.447754
	Iteration 10Q: 3 clusters Score -293409.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -293430.406250 Penalty: 3666.447754
	Iteration 11Q: 3 clusters Score -293430.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -293439.531250 Penalty: 3666.447754
	Iteration 12Q: 3 clusters Score -293439.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -293446.125000 Penalty: 3666.447754
	Iteration 13Q: 3 clusters Score -293446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -293451.937500 Penalty: 3666.447754
	Iteration 14Q: 3 clusters Score -293451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -293458.875000 Penalty: 3666.447754
	Iteration 15Q: 3 clusters Score -293458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -293463.375000 Penalty: 3666.447754
	Iteration 16Q: 3 clusters Score -293463.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -293468.093750 Penalty: 3666.447754
	Iteration 17Q: 3 clusters Score -293468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -293471.531250 Penalty: 3666.447754
	Iteration 18Q: 3 clusters Score -293471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -293472.718750 Penalty: 3666.447754
	Iteration 19Q: 3 clusters Score -293472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -293475.843750 Penalty: 3666.447754
	Iteration 20F: 3 clusters Score -293475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -293476.500000 Penalty: 3666.447754
	Iteration 21Q: 3 clusters Score -293476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -293479.000000 Penalty: 3666.447754
	Iteration 22Q: 3 clusters Score -293479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -293480.437500 Penalty: 3666.447754
	Iteration 23Q: 3 clusters Score -293480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -293483.812500 Penalty: 3666.447754
	Iteration 24Q: 3 clusters Score -293483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -293483.812500 Penalty: 3666.447754
	Iteration 25F: 3 clusters Score -293483.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -679186.937500 Penalty: 2028.232788
	Iteration 0F: 2 clusters Score -679186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -675558.250000 Penalty: 4056.465576
	Iteration 0F: 3 clusters Score -675558.2 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -676332.750000 Penalty: 4056.465576
	Iteration 1F: 3 clusters Score -676332.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -676546.062500 Penalty: 4056.465576
	Iteration 2F: 3 clusters Score -676546.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -676676.562500 Penalty: 4056.465576
	Iteration 3Q: 3 clusters Score -676676.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -676803.375000 Penalty: 4056.465576
	Iteration 4Q: 3 clusters Score -676803.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -676952.625000 Penalty: 4056.465576
	Iteration 5Q: 3 clusters Score -676952.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -677109.000000 Penalty: 4056.465576
	Iteration 6Q: 3 clusters Score -677109 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -677236.625000 Penalty: 4056.465576
	Iteration 7Q: 3 clusters Score -677236.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -677365.687500 Penalty: 4056.465576
	Iteration 8Q: 3 clusters Score -677365.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -677492.875000 Penalty: 4056.465576
	Iteration 9Q: 3 clusters Score -677492.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -677608.187500 Penalty: 4056.465576
	Iteration 10Q: 3 clusters Score -677608.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -677723.812500 Penalty: 4056.465576
	Iteration 11Q: 3 clusters Score -677723.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -677857.875000 Penalty: 4056.465576
	Iteration 12Q: 3 clusters Score -677857.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -678009.437500 Penalty: 4056.465576
	Iteration 13Q: 3 clusters Score -678009.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -678154.875000 Penalty: 4056.465576
	Iteration 14Q: 3 clusters Score -678154.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -678276.125000 Penalty: 4056.465576
	Iteration 15Q: 3 clusters Score -678276.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -678376.937500 Penalty: 4056.465576
	Iteration 16Q: 3 clusters Score -678376.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -678478.062500 Penalty: 4056.465576
	Iteration 17Q: 3 clusters Score -678478.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -678568.250000 Penalty: 4056.465576
	Iteration 18Q: 3 clusters Score -678568.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -678639.625000 Penalty: 4056.465576
	Iteration 19Q: 3 clusters Score -678639.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -678702.687500 Penalty: 4056.465576
	Iteration 20F: 3 clusters Score -678702.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -678756.000000 Penalty: 4056.465576
	Iteration 21Q: 3 clusters Score -678756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -678802.687500 Penalty: 4056.465576
	Iteration 22Q: 3 clusters Score -678802.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -678847.312500 Penalty: 4056.465576
	Iteration 23Q: 3 clusters Score -678847.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -678884.687500 Penalty: 4056.465576
	Iteration 24Q: 3 clusters Score -678884.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -678913.125000 Penalty: 4056.465576
	Iteration 25Q: 3 clusters Score -678913.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -678942.125000 Penalty: 4056.465576
	Iteration 26Q: 3 clusters Score -678942.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -678961.625000 Penalty: 4056.465576
	Iteration 27Q: 3 clusters Score -678961.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -678972.500000 Penalty: 4056.465576
	Iteration 28Q: 3 clusters Score -678972.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -678985.687500 Penalty: 4056.465576
	Iteration 29Q: 3 clusters Score -678985.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -679005.375000 Penalty: 4056.465576
	Iteration 30Q: 3 clusters Score -679005.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -679021.562500 Penalty: 4056.465576
	Iteration 31Q: 3 clusters Score -679021.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -679045.687500 Penalty: 4056.465576
	Iteration 32Q: 3 clusters Score -679045.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -679059.687500 Penalty: 4056.465576
	Iteration 33Q: 3 clusters Score -679059.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -679075.000000 Penalty: 4056.465576
	Iteration 34Q: 3 clusters Score -679075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -679097.937500 Penalty: 4056.465576
	Iteration 35Q: 3 clusters Score -679097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -679118.000000 Penalty: 4056.465576
	Iteration 36Q: 3 clusters Score -679118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -679172.812500 Penalty: 4056.465576
	Iteration 37Q: 3 clusters Score -679172.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -679238.875000 Penalty: 4056.465576
	Iteration 38Q: 3 clusters Score -679238.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -679291.937500 Penalty: 4056.465576
	Iteration 39Q: 3 clusters Score -679291.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -679347.500000 Penalty: 4056.465576
	Iteration 40F: 3 clusters Score -679347.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -679398.687500 Penalty: 4056.465576
	Iteration 41Q: 3 clusters Score -679398.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -679441.937500 Penalty: 4056.465576
	Iteration 42Q: 3 clusters Score -679441.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -679494.062500 Penalty: 4056.465576
	Iteration 43Q: 3 clusters Score -679494.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -679554.125000 Penalty: 4056.465576
	Iteration 44Q: 3 clusters Score -679554.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -679646.437500 Penalty: 4056.465576
	Iteration 45Q: 3 clusters Score -679646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -679715.812500 Penalty: 4056.465576
	Iteration 46Q: 3 clusters Score -679715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -679724.312500 Penalty: 4056.465576
	Iteration 47Q: 3 clusters Score -679724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -679730.125000 Penalty: 4056.465576
	Iteration 48Q: 3 clusters Score -679730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -679735.750000 Penalty: 4056.465576
	Iteration 49Q: 3 clusters Score -679735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -679741.875000 Penalty: 4056.465576
	Iteration 50Q: 3 clusters Score -679741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -679749.687500 Penalty: 4056.465576
	Iteration 51Q: 3 clusters Score -679749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -679762.125000 Penalty: 4056.465576
	Iteration 52Q: 3 clusters Score -679762.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -679782.562500 Penalty: 4056.465576
	Iteration 53Q: 3 clusters Score -679782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -679803.437500 Penalty: 4056.465576
	Iteration 54Q: 3 clusters Score -679803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -679818.000000 Penalty: 4056.465576
	Iteration 55Q: 3 clusters Score -679818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -679857.000000 Penalty: 4056.465576
	Iteration 56Q: 3 clusters Score -679857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -679888.625000 Penalty: 4056.465576
	Iteration 57Q: 3 clusters Score -679888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -679907.937500 Penalty: 4056.465576
	Iteration 58Q: 3 clusters Score -679907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -679916.375000 Penalty: 4056.465576
	Iteration 59Q: 3 clusters Score -679916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -679916.937500 Penalty: 4056.465576
	Iteration 60F: 3 clusters Score -679916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 37989 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28400 members 
Mstep: Class 14 contains 56026 members 
Mstep: Class 15 contains 18340 members 
Mstep: Class 16 contains 25442 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 40328 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 15277 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19424 members 
Mstep: Class 28 contains 28410 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17167 members 
Mstep: Class 32 contains 18715 members 
Mstep: Class 33 contains 4775 members 
Mstep: Class 34 contains 34186 members 
Mstep: Class 35 contains 36574 members 
Mstep: Class 36 contains 38400 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43308 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16573 members 
Mstep: Class 45 contains 13493 members 
Mstep: Class 46 contains 6699 members 
Mstep: Class 47 contains 41409 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17074 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17591 members 
Mstep: Class 57 contains 21480 members 
Mstep: Class 58 contains 2057 members 
Mstep: Class 59 contains 36432 members 
Mstep: Class 60 contains 39037 members 
Mstep: Class 61 contains 19627 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 3225 members 
Entering Unmasked Estep 
Score: -161340416.000000 Penalty: 216490.140625
Splitting cluster 7 changes total score from -161340752.000000 to -161340416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -150014.859375 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -150014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -148208.781250 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -148208.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -148536.062500 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -148536.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -148719.265625 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -148719.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -148863.031250 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -148863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -148931.343750 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -148931.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -148961.328125 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -148961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -148980.406250 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -148980.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -148984.781250 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -148984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -148985.921875 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -148985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -148988.687500 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -148988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -148995.500000 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -148995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -149007.890625 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -149007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -149015.578125 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -149015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -149017.406250 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -149017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -149018.078125 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -149018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -149018.078125 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -149018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -960685.937500 Penalty: 2113.204346
	Iteration 0F: 2 clusters Score -960685.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -956176.187500 Penalty: 4226.408691
	Iteration 0F: 3 clusters Score -956176.2 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -957290.687500 Penalty: 4226.408691
	Iteration 1F: 3 clusters Score -957290.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -957547.687500 Penalty: 4226.408691
	Iteration 2F: 3 clusters Score -957547.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -957721.250000 Penalty: 4226.408691
	Iteration 3F: 3 clusters Score -957721.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -957865.812500 Penalty: 4226.408691
	Iteration 4Q: 3 clusters Score -957865.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -957942.375000 Penalty: 4226.408691
	Iteration 5Q: 3 clusters Score -957942.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -958008.500000 Penalty: 4226.408691
	Iteration 6Q: 3 clusters Score -958008.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -958083.937500 Penalty: 4226.408691
	Iteration 7Q: 3 clusters Score -958083.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -958145.187500 Penalty: 4226.408691
	Iteration 8Q: 3 clusters Score -958145.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -958200.750000 Penalty: 4226.408691
	Iteration 9Q: 3 clusters Score -958200.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -958260.500000 Penalty: 4226.408691
	Iteration 10Q: 3 clusters Score -958260.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -958326.937500 Penalty: 4226.408691
	Iteration 11Q: 3 clusters Score -958326.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -958373.312500 Penalty: 4226.408691
	Iteration 12Q: 3 clusters Score -958373.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -958407.937500 Penalty: 4226.408691
	Iteration 13Q: 3 clusters Score -958407.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -958439.375000 Penalty: 4226.408691
	Iteration 14Q: 3 clusters Score -958439.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -958470.125000 Penalty: 4226.408691
	Iteration 15Q: 3 clusters Score -958470.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -958498.375000 Penalty: 4226.408691
	Iteration 16Q: 3 clusters Score -958498.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -958524.812500 Penalty: 4226.408691
	Iteration 17Q: 3 clusters Score -958524.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -958547.562500 Penalty: 4226.408691
	Iteration 18Q: 3 clusters Score -958547.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -958571.312500 Penalty: 4226.408691
	Iteration 19Q: 3 clusters Score -958571.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -958595.250000 Penalty: 4226.408691
	Iteration 20F: 3 clusters Score -958595.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -958618.375000 Penalty: 4226.408691
	Iteration 21Q: 3 clusters Score -958618.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -958638.812500 Penalty: 4226.408691
	Iteration 22Q: 3 clusters Score -958638.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -958659.687500 Penalty: 4226.408691
	Iteration 23Q: 3 clusters Score -958659.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -958690.750000 Penalty: 4226.408691
	Iteration 24Q: 3 clusters Score -958690.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -958722.812500 Penalty: 4226.408691
	Iteration 25Q: 3 clusters Score -958722.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -958749.375000 Penalty: 4226.408691
	Iteration 26Q: 3 clusters Score -958749.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -958790.062500 Penalty: 4226.408691
	Iteration 27Q: 3 clusters Score -958790.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -958828.687500 Penalty: 4226.408691
	Iteration 28Q: 3 clusters Score -958828.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -958857.000000 Penalty: 4226.408691
	Iteration 29Q: 3 clusters Score -958857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -958874.937500 Penalty: 4226.408691
	Iteration 30Q: 3 clusters Score -958874.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -958887.937500 Penalty: 4226.408691
	Iteration 31Q: 3 clusters Score -958887.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -958905.437500 Penalty: 4226.408691
	Iteration 32Q: 3 clusters Score -958905.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -958921.500000 Penalty: 4226.408691
	Iteration 33Q: 3 clusters Score -958921.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -958934.250000 Penalty: 4226.408691
	Iteration 34Q: 3 clusters Score -958934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -958940.562500 Penalty: 4226.408691
	Iteration 35Q: 3 clusters Score -958940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -958948.625000 Penalty: 4226.408691
	Iteration 36Q: 3 clusters Score -958948.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -958955.375000 Penalty: 4226.408691
	Iteration 37Q: 3 clusters Score -958955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -958961.562500 Penalty: 4226.408691
	Iteration 38Q: 3 clusters Score -958961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -958970.250000 Penalty: 4226.408691
	Iteration 39Q: 3 clusters Score -958970.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -958978.625000 Penalty: 4226.408691
	Iteration 40F: 3 clusters Score -958978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -958983.500000 Penalty: 4226.408691
	Iteration 41Q: 3 clusters Score -958983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -958987.062500 Penalty: 4226.408691
	Iteration 42Q: 3 clusters Score -958987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -958992.625000 Penalty: 4226.408691
	Iteration 43Q: 3 clusters Score -958992.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -959000.812500 Penalty: 4226.408691
	Iteration 44Q: 3 clusters Score -959000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -959006.625000 Penalty: 4226.408691
	Iteration 45Q: 3 clusters Score -959006.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -959011.187500 Penalty: 4226.408691
	Iteration 46Q: 3 clusters Score -959011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -959015.500000 Penalty: 4226.408691
	Iteration 47Q: 3 clusters Score -959015.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -959020.875000 Penalty: 4226.408691
	Iteration 48Q: 3 clusters Score -959020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -959024.812500 Penalty: 4226.408691
	Iteration 49Q: 3 clusters Score -959024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -959029.875000 Penalty: 4226.408691
	Iteration 50Q: 3 clusters Score -959029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -959034.937500 Penalty: 4226.408691
	Iteration 51Q: 3 clusters Score -959034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -959036.937500 Penalty: 4226.408691
	Iteration 52Q: 3 clusters Score -959036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -959046.062500 Penalty: 4226.408691
	Iteration 53Q: 3 clusters Score -959046.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -959047.687500 Penalty: 4226.408691
	Iteration 54Q: 3 clusters Score -959047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -959051.750000 Penalty: 4226.408691
	Iteration 55Q: 3 clusters Score -959051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -959055.750000 Penalty: 4226.408691
	Iteration 56Q: 3 clusters Score -959055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -959057.812500 Penalty: 4226.408691
	Iteration 57Q: 3 clusters Score -959057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -959057.250000 Penalty: 4226.408691
	Iteration 58Q: 3 clusters Score -959057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -959057.250000 Penalty: 4226.408691
	Iteration 59F: 3 clusters Score -959057.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Entering Unmasked Estep 
Score: -5926631.000000 Penalty: 2564.791992
	Iteration 0F: 2 clusters Score -5926631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5905703.000000 Penalty: 5129.583984
	Iteration 0F: 3 clusters Score -5905703 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5913255.000000 Penalty: 5129.583984
	Iteration 1F: 3 clusters Score -5913255 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5913733.500000 Penalty: 5129.583984
	Iteration 2Q: 3 clusters Score -5913734 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -5914203.500000 Penalty: 5129.583984
	Iteration 3Q: 3 clusters Score -5914204 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5914666.000000 Penalty: 5129.583984
	Iteration 4Q: 3 clusters Score -5914666 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -5915150.500000 Penalty: 5129.583984
	Iteration 5Q: 3 clusters Score -5915150 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -5915689.500000 Penalty: 5129.583984
	Iteration 6Q: 3 clusters Score -5915690 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -5916228.500000 Penalty: 5129.583984
	Iteration 7Q: 3 clusters Score -5916228 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -5916869.500000 Penalty: 5129.583984
	Iteration 8Q: 3 clusters Score -5916870 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -5917596.000000 Penalty: 5129.583984
	Iteration 9Q: 3 clusters Score -5917596 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -5918440.000000 Penalty: 5129.583984
	Iteration 10Q: 3 clusters Score -5918440 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -5919304.000000 Penalty: 5129.583984
	Iteration 11Q: 3 clusters Score -5919304 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -5919996.000000 Penalty: 5129.583984
	Iteration 12Q: 3 clusters Score -5919996 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -5920518.000000 Penalty: 5129.583984
	Iteration 13Q: 3 clusters Score -5920518 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5920836.000000 Penalty: 5129.583984
	Iteration 14Q: 3 clusters Score -5920836 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -5921103.500000 Penalty: 5129.583984
	Iteration 15Q: 3 clusters Score -5921104 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5921363.000000 Penalty: 5129.583984
	Iteration 16Q: 3 clusters Score -5921363 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -5921558.000000 Penalty: 5129.583984
	Iteration 17Q: 3 clusters Score -5921558 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -5921788.000000 Penalty: 5129.583984
	Iteration 18Q: 3 clusters Score -5921788 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -5922071.000000 Penalty: 5129.583984
	Iteration 19Q: 3 clusters Score -5922071 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -5922332.500000 Penalty: 5129.583984
	Iteration 20F: 3 clusters Score -5922332 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -5922563.500000 Penalty: 5129.583984
	Iteration 21Q: 3 clusters Score -5922564 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -5922822.500000 Penalty: 5129.583984
	Iteration 22Q: 3 clusters Score -5922822 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -5923036.500000 Penalty: 5129.583984
	Iteration 23Q: 3 clusters Score -5923036 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -5923205.000000 Penalty: 5129.583984
	Iteration 24Q: 3 clusters Score -5923205 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -5923355.000000 Penalty: 5129.583984
	Iteration 25Q: 3 clusters Score -5923355 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -5923463.500000 Penalty: 5129.583984
	Iteration 26Q: 3 clusters Score -5923464 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -5923555.000000 Penalty: 5129.583984
	Iteration 27Q: 3 clusters Score -5923555 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -5923631.000000 Penalty: 5129.583984
	Iteration 28Q: 3 clusters Score -5923631 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -5923691.500000 Penalty: 5129.583984
	Iteration 29Q: 3 clusters Score -5923692 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -5923724.000000 Penalty: 5129.583984
	Iteration 30Q: 3 clusters Score -5923724 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -5923747.000000 Penalty: 5129.583984
	Iteration 31Q: 3 clusters Score -5923747 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -5923788.500000 Penalty: 5129.583984
	Iteration 32Q: 3 clusters Score -5923788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -5923812.000000 Penalty: 5129.583984
	Iteration 33Q: 3 clusters Score -5923812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -5923847.000000 Penalty: 5129.583984
	Iteration 34Q: 3 clusters Score -5923847 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -5923880.000000 Penalty: 5129.583984
	Iteration 35Q: 3 clusters Score -5923880 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -5923911.000000 Penalty: 5129.583984
	Iteration 36Q: 3 clusters Score -5923911 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -5923952.500000 Penalty: 5129.583984
	Iteration 37Q: 3 clusters Score -5923952 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -5923975.500000 Penalty: 5129.583984
	Iteration 38Q: 3 clusters Score -5923976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -5924005.500000 Penalty: 5129.583984
	Iteration 39Q: 3 clusters Score -5924006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -5924042.500000 Penalty: 5129.583984
	Iteration 40F: 3 clusters Score -5924042 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5924069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5924089 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -5924117.500000 Penalty: 5129.583984
	Iteration 43Q: 3 clusters Score -5924118 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -5924136.500000 Penalty: 5129.583984
	Iteration 44Q: 3 clusters Score -5924136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -5924144.500000 Penalty: 5129.583984
	Iteration 45Q: 3 clusters Score -5924144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5924158.000000 Penalty: 5129.583984
	Iteration 46Q: 3 clusters Score -5924158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5924170.500000 Penalty: 5129.583984
	Iteration 47Q: 3 clusters Score -5924170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -5924179.000000 Penalty: 5129.583984
	Iteration 48Q: 3 clusters Score -5924179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5924195.500000 Penalty: 5129.583984
	Iteration 49Q: 3 clusters Score -5924196 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -5924222.500000 Penalty: 5129.583984
	Iteration 50Q: 3 clusters Score -5924222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5924230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5924230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5924252.000000 Penalty: 5129.583984
	Iteration 53Q: 3 clusters Score -5924252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5924266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5924278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5924312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -5924317.000000 Penalty: 5129.583984
	Iteration 57Q: 3 clusters Score -5924317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -5924338.500000 Penalty: 5129.583984
	Iteration 58Q: 3 clusters Score -5924338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5924340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5924356.500000 Penalty: 5129.583984
	Iteration 60F: 3 clusters Score -5924356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5924363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -5924382.000000 Penalty: 5129.583984
	Iteration 62Q: 3 clusters Score -5924382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5924398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5924421.500000 Penalty: 5129.583984
	Iteration 64Q: 3 clusters Score -5924422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5924418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5924434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5924448 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5924472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5924500.500000 Penalty: 5129.583984
	Iteration 69Q: 3 clusters Score -5924500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5924506.000000 Penalty: 5129.583984
	Iteration 70Q: 3 clusters Score -5924506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5924508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5924530.000000 Penalty: 5129.583984
	Iteration 72Q: 3 clusters Score -5924530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5924538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5924554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5924570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5924570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5924598.000000 Penalty: 5129.583984
	Iteration 77Q: 3 clusters Score -5924598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5924608.500000 Penalty: 5129.583984
	Iteration 78Q: 3 clusters Score -5924608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5924608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5924611.500000 Penalty: 5129.583984
	Iteration 80F: 3 clusters Score -5924612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5924614.500000 Penalty: 5129.583984
	Iteration 81Q: 3 clusters Score -5924614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5924624.000000 Penalty: 5129.583984
	Iteration 82Q: 3 clusters Score -5924624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5924627.000000 Penalty: 5129.583984
	Iteration 83Q: 3 clusters Score -5924627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5924638.500000 Penalty: 5129.583984
	Iteration 84Q: 3 clusters Score -5924638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5924655.000000 Penalty: 5129.583984
	Iteration 85Q: 3 clusters Score -5924655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5924656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5924652.000000 Penalty: 5129.583984
	Iteration 87Q: 3 clusters Score -5924652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5924654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5924655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5924662.500000 Penalty: 5129.583984
	Iteration 90Q: 3 clusters Score -5924662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5924659.000000 Penalty: 5129.583984
	Iteration 91Q: 3 clusters Score -5924659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5924667.500000 Penalty: 5129.583984
	Iteration 92Q: 3 clusters Score -5924668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5924663.500000 Penalty: 5129.583984
	Iteration 93Q: 3 clusters Score -5924664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5924660.000000 Penalty: 5129.583984
	Iteration 94Q: 3 clusters Score -5924660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5924643.000000 Penalty: 5129.583984
	Iteration 95Q: 3 clusters Score -5924643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5924650.500000 Penalty: 5129.583984
	Iteration 96Q: 3 clusters Score -5924650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5924645.500000 Penalty: 5129.583984
	Iteration 97Q: 3 clusters Score -5924646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5924644.000000 Penalty: 5129.583984
	Iteration 98Q: 3 clusters Score -5924644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5924647.500000 Penalty: 5129.583984
	Iteration 99Q: 3 clusters Score -5924648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5924657.000000 Penalty: 5129.583984
	Iteration 100F: 3 clusters Score -5924657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5924678.500000 Penalty: 5129.583984
	Iteration 101Q: 3 clusters Score -5924678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5924678.500000 Penalty: 5129.583984
	Iteration 102Q: 3 clusters Score -5924678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5924681.500000 Penalty: 5129.583984
	Iteration 103Q: 3 clusters Score -5924682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5924690.500000 Penalty: 5129.583984
	Iteration 104Q: 3 clusters Score -5924690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5924690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5924689.500000 Penalty: 5129.583984
	Iteration 106Q: 3 clusters Score -5924690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5924687.000000 Penalty: 5129.583984
	Iteration 107Q: 3 clusters Score -5924687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5924683.000000 Penalty: 5129.583984
	Iteration 108Q: 3 clusters Score -5924683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5924677.000000 Penalty: 5129.583984
	Iteration 109Q: 3 clusters Score -5924677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5924687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5924691.500000 Penalty: 5129.583984
	Iteration 111Q: 3 clusters Score -5924692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5924692 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28450 members 
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Entering Unmasked Estep 
Score: -5924688.500000 Penalty: 5129.583984
	Iteration 113Q: 3 clusters Score -5924688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5924694.000000 Penalty: 5129.583984
	Iteration 114Q: 3 clusters Score -5924694 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5924690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
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Entering Unmasked Estep 
Score: -5924696.500000 Penalty: 5129.583984
	Iteration 116Q: 3 clusters Score -5924696 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5924698 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5924702.500000 Penalty: 5129.583984
	Iteration 118Q: 3 clusters Score -5924702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5924697 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5924699.000000 Penalty: 5129.583984
	Iteration 120F: 3 clusters Score -5924699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5924704.500000 Penalty: 5129.583984
	Iteration 121Q: 3 clusters Score -5924704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5924700 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28572 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5924704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5924711.000000 Penalty: 5129.583984
	Iteration 124Q: 3 clusters Score -5924711 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5924711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5924703.500000 Penalty: 5129.583984
	Iteration 126Q: 3 clusters Score -5924704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5924705.500000 Penalty: 5129.583984
	Iteration 127Q: 3 clusters Score -5924706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5924704.000000 Penalty: 5129.583984
	Iteration 128Q: 3 clusters Score -5924704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5924719.000000 Penalty: 5129.583984
	Iteration 129Q: 3 clusters Score -5924719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5924713.000000 Penalty: 5129.583984
	Iteration 130Q: 3 clusters Score -5924713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5924723.500000 Penalty: 5129.583984
	Iteration 131Q: 3 clusters Score -5924724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5924727.500000 Penalty: 5129.583984
	Iteration 132Q: 3 clusters Score -5924728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5924727.000000 Penalty: 5129.583984
	Iteration 133Q: 3 clusters Score -5924727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5924729.000000 Penalty: 5129.583984
	Iteration 134Q: 3 clusters Score -5924729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5924738.500000 Penalty: 5129.583984
	Iteration 135Q: 3 clusters Score -5924738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5924744.500000 Penalty: 5129.583984
	Iteration 136Q: 3 clusters Score -5924744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5924747.500000 Penalty: 5129.583984
	Iteration 137Q: 3 clusters Score -5924748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5924751.000000 Penalty: 5129.583984
	Iteration 138Q: 3 clusters Score -5924751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5924756.000000 Penalty: 5129.583984
	Iteration 139Q: 3 clusters Score -5924756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5924769.000000 Penalty: 5129.583984
	Iteration 140F: 3 clusters Score -5924769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5924776.000000 Penalty: 5129.583984
	Iteration 141Q: 3 clusters Score -5924776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5924782.000000 Penalty: 5129.583984
	Iteration 142Q: 3 clusters Score -5924782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5924793.000000 Penalty: 5129.583984
	Iteration 143Q: 3 clusters Score -5924793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5924790.500000 Penalty: 5129.583984
	Iteration 144Q: 3 clusters Score -5924790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5924789.000000 Penalty: 5129.583984
	Iteration 145Q: 3 clusters Score -5924789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5924794.500000 Penalty: 5129.583984
	Iteration 146Q: 3 clusters Score -5924794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5924787.000000 Penalty: 5129.583984
	Iteration 147Q: 3 clusters Score -5924787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5924783.500000 Penalty: 5129.583984
	Iteration 148Q: 3 clusters Score -5924784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5924800.000000 Penalty: 5129.583984
	Iteration 149Q: 3 clusters Score -5924800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5924799.500000 Penalty: 5129.583984
	Iteration 150Q: 3 clusters Score -5924800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5924806.000000 Penalty: 5129.583984
	Iteration 151Q: 3 clusters Score -5924806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5924808.500000 Penalty: 5129.583984
	Iteration 152Q: 3 clusters Score -5924808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5924803.000000 Penalty: 5129.583984
	Iteration 153Q: 3 clusters Score -5924803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5924803.500000 Penalty: 5129.583984
	Iteration 154Q: 3 clusters Score -5924804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5924803.000000 Penalty: 5129.583984
	Iteration 155Q: 3 clusters Score -5924803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5924808.000000 Penalty: 5129.583984
	Iteration 156Q: 3 clusters Score -5924808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5924807.000000 Penalty: 5129.583984
	Iteration 157Q: 3 clusters Score -5924807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5924818.000000 Penalty: 5129.583984
	Iteration 158Q: 3 clusters Score -5924818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5924813.500000 Penalty: 5129.583984
	Iteration 159Q: 3 clusters Score -5924814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5924813.500000 Penalty: 5129.583984
	Iteration 160F: 3 clusters Score -5924814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5924813.500000 Penalty: 5129.583984
	Iteration 161Q: 3 clusters Score -5924814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5924812.500000 Penalty: 5129.583984
	Iteration 162Q: 3 clusters Score -5924812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5924807.000000 Penalty: 5129.583984
	Iteration 163Q: 3 clusters Score -5924807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5924816.500000 Penalty: 5129.583984
	Iteration 164Q: 3 clusters Score -5924816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5924812.500000 Penalty: 5129.583984
	Iteration 165Q: 3 clusters Score -5924812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5924812.500000 Penalty: 5129.583984
	Iteration 166Q: 3 clusters Score -5924812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5924807.000000 Penalty: 5129.583984
	Iteration 167Q: 3 clusters Score -5924807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5924813.500000 Penalty: 5129.583984
	Iteration 168Q: 3 clusters Score -5924814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5924807.500000 Penalty: 5129.583984
	Iteration 169Q: 3 clusters Score -5924808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5924808.500000 Penalty: 5129.583984
	Iteration 170Q: 3 clusters Score -5924808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5924810.000000 Penalty: 5129.583984
	Iteration 171Q: 3 clusters Score -5924810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5924809.000000 Penalty: 5129.583984
	Iteration 172Q: 3 clusters Score -5924809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5924809.000000 Penalty: 5129.583984
	Iteration 173F: 3 clusters Score -5924809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -59192.863281 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -59192.86 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 198 members 
Entering Unmasked Estep 
Score: -57877.394531 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -57877.39 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58086.511719 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -58086.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58150.625000 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -58150.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58165.937500 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -58165.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58196.003906 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -58196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58229.367188 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -58229.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58252.542969 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -58252.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58293.878906 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -58293.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58366.328125 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -58366.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58422.808594 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -58422.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58467.515625 Penalty: 2973.004883
	Iteration 10Q: 3 clusters Score -58467.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -58553.312500 Penalty: 2973.004883
	Iteration 11Q: 3 clusters Score -58553.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -58556.636719 Penalty: 2973.004883
	Iteration 12Q: 3 clusters Score -58556.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58567.242188 Penalty: 2973.004883
	Iteration 13Q: 3 clusters Score -58567.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -58577.656250 Penalty: 2973.004883
	Iteration 14Q: 3 clusters Score -58577.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58602.628906 Penalty: 2973.004883
	Iteration 15Q: 3 clusters Score -58602.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58632.816406 Penalty: 2973.004883
	Iteration 16Q: 3 clusters Score -58632.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58654.242188 Penalty: 2973.004883
	Iteration 17Q: 3 clusters Score -58654.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -58704.960938 Penalty: 2973.004883
	Iteration 18Q: 3 clusters Score -58704.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58764.421875 Penalty: 2973.004883
	Iteration 19Q: 3 clusters Score -58764.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58799.949219 Penalty: 2973.004883
	Iteration 20F: 3 clusters Score -58799.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58811.523438 Penalty: 2973.004883
	Iteration 21Q: 3 clusters Score -58811.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58811.523438 Penalty: 2973.004883
	Iteration 22F: 3 clusters Score -58811.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -51839.910156 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -51839.91 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 198 members 
Entering Unmasked Estep 
Score: -50659.140625 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -50659.14 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50885.082031 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -50885.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51022.500000 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -51022.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51088.050781 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -51088.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51148.246094 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -51148.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51204.031250 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -51204.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51215.714844 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -51215.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51220.218750 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -51220.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51225.792969 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -51225.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51233.894531 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -51233.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51233.894531 Penalty: 2924.988281
	Iteration 10F: 3 clusters Score -51233.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Entering Unmasked Estep 
Score: -5403454.000000 Penalty: 2543.027832
	Iteration 0F: 2 clusters Score -5403454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -5384086.500000 Penalty: 5086.055664
	Iteration 0F: 3 clusters Score -5384086 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5391020.000000 Penalty: 5086.055664
	Iteration 1F: 3 clusters Score -5391020 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5391517.500000 Penalty: 5086.055664
	Iteration 2F: 3 clusters Score -5391518 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -5391987.500000 Penalty: 5086.055664
	Iteration 3Q: 3 clusters Score -5391988 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5392454.500000 Penalty: 5086.055664
	Iteration 4Q: 3 clusters Score -5392454 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5393084.000000 Penalty: 5086.055664
	Iteration 5Q: 3 clusters Score -5393084 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5393852.000000 Penalty: 5086.055664
	Iteration 6F: 3 clusters Score -5393852 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -5394819.000000 Penalty: 5086.055664
	Iteration 7F: 3 clusters Score -5394819 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5396034.500000 Penalty: 5086.055664
	Iteration 8F: 3 clusters Score -5396034 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -5397242.500000 Penalty: 5086.055664
	Iteration 9F: 3 clusters Score -5397242 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5398303.000000 Penalty: 5086.055664
	Iteration 10Q: 3 clusters Score -5398303 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5399071.000000 Penalty: 5086.055664
	Iteration 11Q: 3 clusters Score -5399071 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -5399573.000000 Penalty: 5086.055664
	Iteration 12Q: 3 clusters Score -5399573 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -5399911.500000 Penalty: 5086.055664
	Iteration 13Q: 3 clusters Score -5399912 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -5400209.500000 Penalty: 5086.055664
	Iteration 14Q: 3 clusters Score -5400210 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -5400450.500000 Penalty: 5086.055664
	Iteration 15Q: 3 clusters Score -5400450 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -5400649.500000 Penalty: 5086.055664
	Iteration 16Q: 3 clusters Score -5400650 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -5400784.500000 Penalty: 5086.055664
	Iteration 17Q: 3 clusters Score -5400784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -5400901.000000 Penalty: 5086.055664
	Iteration 18Q: 3 clusters Score -5400901 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -5400973.500000 Penalty: 5086.055664
	Iteration 19Q: 3 clusters Score -5400974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -5401049.000000 Penalty: 5086.055664
	Iteration 20F: 3 clusters Score -5401049 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -5401126.500000 Penalty: 5086.055664
	Iteration 21Q: 3 clusters Score -5401126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5401200.000000 Penalty: 5086.055664
	Iteration 22Q: 3 clusters Score -5401200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -5401249.500000 Penalty: 5086.055664
	Iteration 23Q: 3 clusters Score -5401250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5401289.000000 Penalty: 5086.055664
	Iteration 24Q: 3 clusters Score -5401289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -5401324.000000 Penalty: 5086.055664
	Iteration 25Q: 3 clusters Score -5401324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -5401344.000000 Penalty: 5086.055664
	Iteration 26Q: 3 clusters Score -5401344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5401347.500000 Penalty: 5086.055664
	Iteration 27Q: 3 clusters Score -5401348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5401349.500000 Penalty: 5086.055664
	Iteration 28Q: 3 clusters Score -5401350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5401353.000000 Penalty: 5086.055664
	Iteration 29Q: 3 clusters Score -5401353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -5401353.500000 Penalty: 5086.055664
	Iteration 30Q: 3 clusters Score -5401354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -5401352.000000 Penalty: 5086.055664
	Iteration 31Q: 3 clusters Score -5401352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -5401354.000000 Penalty: 5086.055664
	Iteration 32Q: 3 clusters Score -5401354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5401355.500000 Penalty: 5086.055664
	Iteration 33Q: 3 clusters Score -5401356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5401363.000000 Penalty: 5086.055664
	Iteration 34Q: 3 clusters Score -5401363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5401362.500000 Penalty: 5086.055664
	Iteration 35Q: 3 clusters Score -5401362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5401362.500000 Penalty: 5086.055664
	Iteration 36F: 3 clusters Score -5401362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Entering Unmasked Estep 
Score: -10443541.000000 Penalty: 2711.525635
	Iteration 0F: 2 clusters Score -1.044354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -10406368.000000 Penalty: 5423.051270
	Iteration 0F: 3 clusters Score -1.040637e+07 nChanged 26131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -10420814.000000 Penalty: 5423.051270
	Iteration 1F: 3 clusters Score -1.042081e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -10421437.000000 Penalty: 5423.051270
	Iteration 2Q: 3 clusters Score -1.042144e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -10422057.000000 Penalty: 5423.051270
	Iteration 3Q: 3 clusters Score -1.042206e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -10422763.000000 Penalty: 5423.051270
	Iteration 4Q: 3 clusters Score -1.042276e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -10423485.000000 Penalty: 5423.051270
	Iteration 5Q: 3 clusters Score -1.042348e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -10424225.000000 Penalty: 5423.051270
	Iteration 6Q: 3 clusters Score -1.042422e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -10425088.000000 Penalty: 5423.051270
	Iteration 7Q: 3 clusters Score -1.042509e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -10426160.000000 Penalty: 5423.051270
	Iteration 8Q: 3 clusters Score -1.042616e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -10427459.000000 Penalty: 5423.051270
	Iteration 9Q: 3 clusters Score -1.042746e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -10428869.000000 Penalty: 5423.051270
	Iteration 10F: 3 clusters Score -1.042887e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -10430271.000000 Penalty: 5423.051270
	Iteration 11Q: 3 clusters Score -1.043027e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -10431551.000000 Penalty: 5423.051270
	Iteration 12Q: 3 clusters Score -1.043155e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -10432702.000000 Penalty: 5423.051270
	Iteration 13Q: 3 clusters Score -1.04327e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -10433831.000000 Penalty: 5423.051270
	Iteration 14Q: 3 clusters Score -1.043383e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -10435286.000000 Penalty: 5423.051270
	Iteration 15Q: 3 clusters Score -1.043529e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -10436922.000000 Penalty: 5423.051270
	Iteration 16Q: 3 clusters Score -1.043692e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -10438378.000000 Penalty: 5423.051270
	Iteration 17Q: 3 clusters Score -1.043838e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -10439321.000000 Penalty: 5423.051270
	Iteration 18Q: 3 clusters Score -1.043932e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -10439861.000000 Penalty: 5423.051270
	Iteration 19Q: 3 clusters Score -1.043986e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -10440160.000000 Penalty: 5423.051270
	Iteration 20F: 3 clusters Score -1.044016e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -10440408.000000 Penalty: 5423.051270
	Iteration 21Q: 3 clusters Score -1.044041e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -10440591.000000 Penalty: 5423.051270
	Iteration 22Q: 3 clusters Score -1.044059e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -10440753.000000 Penalty: 5423.051270
	Iteration 23Q: 3 clusters Score -1.044075e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -10440873.000000 Penalty: 5423.051270
	Iteration 24Q: 3 clusters Score -1.044087e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -10440950.000000 Penalty: 5423.051270
	Iteration 25Q: 3 clusters Score -1.044095e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -10441002.000000 Penalty: 5423.051270
	Iteration 26Q: 3 clusters Score -1.0441e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -10441091.000000 Penalty: 5423.051270
	Iteration 27Q: 3 clusters Score -1.044109e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10441150.000000 Penalty: 5423.051270
	Iteration 28Q: 3 clusters Score -1.044115e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10441193.000000 Penalty: 5423.051270
	Iteration 29Q: 3 clusters Score -1.044119e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -10441236.000000 Penalty: 5423.051270
	Iteration 30Q: 3 clusters Score -1.044124e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -10441254.000000 Penalty: 5423.051270
	Iteration 31Q: 3 clusters Score -1.044125e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -10441278.000000 Penalty: 5423.051270
	Iteration 32Q: 3 clusters Score -1.044128e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10441286.000000 Penalty: 5423.051270
	Iteration 33Q: 3 clusters Score -1.044129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10441291.000000 Penalty: 5423.051270
	Iteration 34Q: 3 clusters Score -1.044129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10441320.000000 Penalty: 5423.051270
	Iteration 35Q: 3 clusters Score -1.044132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10441319.000000 Penalty: 5423.051270
	Iteration 36Q: 3 clusters Score -1.044132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10441332.000000 Penalty: 5423.051270
	Iteration 37Q: 3 clusters Score -1.044133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10441323.000000 Penalty: 5423.051270
	Iteration 38Q: 3 clusters Score -1.044132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10441355.000000 Penalty: 5423.051270
	Iteration 39Q: 3 clusters Score -1.044136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10441353.000000 Penalty: 5423.051270
	Iteration 40F: 3 clusters Score -1.044135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10441353.000000 Penalty: 5423.051270
	Iteration 41Q: 3 clusters Score -1.044135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -10441359.000000 Penalty: 5423.051270
	Iteration 42Q: 3 clusters Score -1.044136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10441374.000000 Penalty: 5423.051270
	Iteration 43Q: 3 clusters Score -1.044137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10441382.000000 Penalty: 5423.051270
	Iteration 44Q: 3 clusters Score -1.044138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10441392.000000 Penalty: 5423.051270
	Iteration 45Q: 3 clusters Score -1.044139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10441390.000000 Penalty: 5423.051270
	Iteration 46Q: 3 clusters Score -1.044139e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -10441407.000000 Penalty: 5423.051270
	Iteration 47Q: 3 clusters Score -1.044141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -10441400.000000 Penalty: 5423.051270
	Iteration 48Q: 3 clusters Score -1.04414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10441401.000000 Penalty: 5423.051270
	Iteration 49Q: 3 clusters Score -1.04414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10441409.000000 Penalty: 5423.051270
	Iteration 50Q: 3 clusters Score -1.044141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10441417.000000 Penalty: 5423.051270
	Iteration 51Q: 3 clusters Score -1.044142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10441408.000000 Penalty: 5423.051270
	Iteration 52Q: 3 clusters Score -1.044141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10441416.000000 Penalty: 5423.051270
	Iteration 53Q: 3 clusters Score -1.044142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10441423.000000 Penalty: 5423.051270
	Iteration 54Q: 3 clusters Score -1.044142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -10441401.000000 Penalty: 5423.051270
	Iteration 55Q: 3 clusters Score -1.04414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -10441399.000000 Penalty: 5423.051270
	Iteration 56Q: 3 clusters Score -1.04414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -10441399.000000 Penalty: 5423.051270
	Iteration 57F: 3 clusters Score -1.04414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Entering Unmasked Estep 
Score: -3772824.500000 Penalty: 2434.576416
	Iteration 0F: 2 clusters Score -3772824 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 9001 members 
Entering Unmasked Estep 
Score: -3759831.250000 Penalty: 4869.152832
	Iteration 0F: 3 clusters Score -3759831 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3764151.500000 Penalty: 4869.152832
	Iteration 1F: 3 clusters Score -3764152 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3764613.750000 Penalty: 4869.152832
	Iteration 2F: 3 clusters Score -3764614 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3765024.750000 Penalty: 4869.152832
	Iteration 3Q: 3 clusters Score -3765025 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3765506.500000 Penalty: 4869.152832
	Iteration 4Q: 3 clusters Score -3765506 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3766050.500000 Penalty: 4869.152832
	Iteration 5F: 3 clusters Score -3766050 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3766769.500000 Penalty: 4869.152832
	Iteration 6F: 3 clusters Score -3766770 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3767551.750000 Penalty: 4869.152832
	Iteration 7F: 3 clusters Score -3767552 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3768358.750000 Penalty: 4869.152832
	Iteration 8F: 3 clusters Score -3768359 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3769109.000000 Penalty: 4869.152832
	Iteration 9Q: 3 clusters Score -3769109 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3769721.500000 Penalty: 4869.152832
	Iteration 10Q: 3 clusters Score -3769722 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3770131.250000 Penalty: 4869.152832
	Iteration 11Q: 3 clusters Score -3770131 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3770373.500000 Penalty: 4869.152832
	Iteration 12Q: 3 clusters Score -3770374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3770522.250000 Penalty: 4869.152832
	Iteration 13Q: 3 clusters Score -3770522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3770592.500000 Penalty: 4869.152832
	Iteration 14Q: 3 clusters Score -3770592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3770657.750000 Penalty: 4869.152832
	Iteration 15Q: 3 clusters Score -3770658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3770689.250000 Penalty: 4869.152832
	Iteration 16Q: 3 clusters Score -3770689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3770710.250000 Penalty: 4869.152832
	Iteration 17Q: 3 clusters Score -3770710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3770720.750000 Penalty: 4869.152832
	Iteration 18Q: 3 clusters Score -3770721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3770726.750000 Penalty: 4869.152832
	Iteration 19Q: 3 clusters Score -3770727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3770733.750000 Penalty: 4869.152832
	Iteration 20F: 3 clusters Score -3770734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3770736.750000 Penalty: 4869.152832
	Iteration 21Q: 3 clusters Score -3770737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3770736.750000 Penalty: 4869.152832
	Iteration 22F: 3 clusters Score -3770737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Entering Unmasked Estep 
Score: -5368596.500000 Penalty: 2515.750732
	Iteration 0F: 2 clusters Score -5368596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5357747.000000 Penalty: 5031.501465
	Iteration 0F: 3 clusters Score -5357747 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -5363779.500000 Penalty: 5031.501465
	Iteration 1F: 3 clusters Score -5363780 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -5364181.500000 Penalty: 5031.501465
	Iteration 2Q: 3 clusters Score -5364182 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5364488.500000 Penalty: 5031.501465
	Iteration 3Q: 3 clusters Score -5364488 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -5364735.000000 Penalty: 5031.501465
	Iteration 4Q: 3 clusters Score -5364735 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5364874.500000 Penalty: 5031.501465
	Iteration 5Q: 3 clusters Score -5364874 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -5365056.500000 Penalty: 5031.501465
	Iteration 6Q: 3 clusters Score -5365056 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -5365220.500000 Penalty: 5031.501465
	Iteration 7Q: 3 clusters Score -5365220 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5365389.500000 Penalty: 5031.501465
	Iteration 8Q: 3 clusters Score -5365390 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5365567.000000 Penalty: 5031.501465
	Iteration 9Q: 3 clusters Score -5365567 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -5365813.500000 Penalty: 5031.501465
	Iteration 10Q: 3 clusters Score -5365814 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5366186.000000 Penalty: 5031.501465
	Iteration 11Q: 3 clusters Score -5366186 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -5366647.500000 Penalty: 5031.501465
	Iteration 12Q: 3 clusters Score -5366648 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -5367370.000000 Penalty: 5031.501465
	Iteration 13Q: 3 clusters Score -5367370 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -5368245.500000 Penalty: 5031.501465
	Iteration 14Q: 3 clusters Score -5368246 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -5369039.500000 Penalty: 5031.501465
	Iteration 15F: 3 clusters Score -5369040 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -5369586.500000 Penalty: 5031.501465
	Iteration 16Q: 3 clusters Score -5369586 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5369800.000000 Penalty: 5031.501465
	Iteration 17Q: 3 clusters Score -5369800 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -5369976.500000 Penalty: 5031.501465
	Iteration 18Q: 3 clusters Score -5369976 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5370093.500000 Penalty: 5031.501465
	Iteration 19Q: 3 clusters Score -5370094 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -5370212.500000 Penalty: 5031.501465
	Iteration 20F: 3 clusters Score -5370212 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -5370319.000000 Penalty: 5031.501465
	Iteration 21Q: 3 clusters Score -5370319 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -5370401.000000 Penalty: 5031.501465
	Iteration 22Q: 3 clusters Score -5370401 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5370480.000000 Penalty: 5031.501465
	Iteration 23Q: 3 clusters Score -5370480 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -5370537.000000 Penalty: 5031.501465
	Iteration 24Q: 3 clusters Score -5370537 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -5370564.500000 Penalty: 5031.501465
	Iteration 25Q: 3 clusters Score -5370564 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -5370611.000000 Penalty: 5031.501465
	Iteration 26Q: 3 clusters Score -5370611 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5370651.500000 Penalty: 5031.501465
	Iteration 27Q: 3 clusters Score -5370652 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -5370686.000000 Penalty: 5031.501465
	Iteration 28Q: 3 clusters Score -5370686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5370709.000000 Penalty: 5031.501465
	Iteration 29Q: 3 clusters Score -5370709 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -5370697.500000 Penalty: 5031.501465
	Iteration 30Q: 3 clusters Score -5370698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5370737.000000 Penalty: 5031.501465
	Iteration 31Q: 3 clusters Score -5370737 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -5370720.500000 Penalty: 5031.501465
	Iteration 32Q: 3 clusters Score -5370720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5370743.000000 Penalty: 5031.501465
	Iteration 33Q: 3 clusters Score -5370743 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -5370723.500000 Penalty: 5031.501465
	Iteration 34Q: 3 clusters Score -5370724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -5370691.000000 Penalty: 5031.501465
	Iteration 35Q: 3 clusters Score -5370691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -5370680.500000 Penalty: 5031.501465
	Iteration 36Q: 3 clusters Score -5370680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -5370683.500000 Penalty: 5031.501465
	Iteration 37Q: 3 clusters Score -5370684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -5370673.500000 Penalty: 5031.501465
	Iteration 38Q: 3 clusters Score -5370674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -5370656.000000 Penalty: 5031.501465
	Iteration 39Q: 3 clusters Score -5370656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5370664.500000 Penalty: 5031.501465
	Iteration 40F: 3 clusters Score -5370664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5370656.000000 Penalty: 5031.501465
	Iteration 41Q: 3 clusters Score -5370656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -5370650.500000 Penalty: 5031.501465
	Iteration 42Q: 3 clusters Score -5370650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5370655.000000 Penalty: 5031.501465
	Iteration 43Q: 3 clusters Score -5370655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5370642.500000 Penalty: 5031.501465
	Iteration 44Q: 3 clusters Score -5370642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -5370634.500000 Penalty: 5031.501465
	Iteration 45Q: 3 clusters Score -5370634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -5370638.500000 Penalty: 5031.501465
	Iteration 46Q: 3 clusters Score -5370638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5370634.500000 Penalty: 5031.501465
	Iteration 47Q: 3 clusters Score -5370634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -5370626.500000 Penalty: 5031.501465
	Iteration 48Q: 3 clusters Score -5370626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5370638.000000 Penalty: 5031.501465
	Iteration 49Q: 3 clusters Score -5370638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -5370646.500000 Penalty: 5031.501465
	Iteration 50Q: 3 clusters Score -5370646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -5370641.000000 Penalty: 5031.501465
	Iteration 51Q: 3 clusters Score -5370641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -5370632.500000 Penalty: 5031.501465
	Iteration 52Q: 3 clusters Score -5370632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -5370628.000000 Penalty: 5031.501465
	Iteration 53Q: 3 clusters Score -5370628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -5370624.000000 Penalty: 5031.501465
	Iteration 54Q: 3 clusters Score -5370624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5370625.500000 Penalty: 5031.501465
	Iteration 55Q: 3 clusters Score -5370626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5370625.500000 Penalty: 5031.501465
	Iteration 56F: 3 clusters Score -5370626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 37989 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28400 members 
Mstep: Class 14 contains 56026 members 
Mstep: Class 15 contains 18340 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 40328 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 15277 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19424 members 
Mstep: Class 28 contains 28410 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17167 members 
Mstep: Class 32 contains 18715 members 
Mstep: Class 33 contains 4775 members 
Mstep: Class 34 contains 34186 members 
Mstep: Class 35 contains 36574 members 
Mstep: Class 36 contains 38400 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43308 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16573 members 
Mstep: Class 45 contains 13493 members 
Mstep: Class 46 contains 6699 members 
Mstep: Class 47 contains 41409 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17074 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17591 members 
Mstep: Class 57 contains 21480 members 
Mstep: Class 58 contains 2057 members 
Mstep: Class 59 contains 36432 members 
Mstep: Class 60 contains 39037 members 
Mstep: Class 61 contains 19627 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 15203 members 
Entering Unmasked Estep 
Score: -161341568.000000 Penalty: 216490.140625
Splitting cluster 16 changes total score from -161340752.000000 to -161341568.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 17 (7174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Entering Unmasked Estep 
Score: -1308163.000000 Penalty: 2201.798340
	Iteration 0F: 2 clusters Score -1308163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1302230.625000 Penalty: 4403.596680
	Iteration 0F: 3 clusters Score -1302231 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1304027.750000 Penalty: 4403.596680
	Iteration 1F: 3 clusters Score -1304028 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1304619.875000 Penalty: 4403.596680
	Iteration 2F: 3 clusters Score -1304620 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1305298.500000 Penalty: 4403.596680
	Iteration 3F: 3 clusters Score -1305298 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1306010.250000 Penalty: 4403.596680
	Iteration 4F: 3 clusters Score -1306010 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1306621.375000 Penalty: 4403.596680
	Iteration 5F: 3 clusters Score -1306621 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1307041.125000 Penalty: 4403.596680
	Iteration 6F: 3 clusters Score -1307041 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1307278.625000 Penalty: 4403.596680
	Iteration 7Q: 3 clusters Score -1307279 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1307405.875000 Penalty: 4403.596680
	Iteration 8Q: 3 clusters Score -1307406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1307474.875000 Penalty: 4403.596680
	Iteration 9Q: 3 clusters Score -1307475 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1307513.000000 Penalty: 4403.596680
	Iteration 10Q: 3 clusters Score -1307513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1307541.625000 Penalty: 4403.596680
	Iteration 11Q: 3 clusters Score -1307542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1307566.250000 Penalty: 4403.596680
	Iteration 12Q: 3 clusters Score -1307566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1307584.500000 Penalty: 4403.596680
	Iteration 13Q: 3 clusters Score -1307584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1307591.625000 Penalty: 4403.596680
	Iteration 14Q: 3 clusters Score -1307592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1307603.375000 Penalty: 4403.596680
	Iteration 15Q: 3 clusters Score -1307603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1307614.000000 Penalty: 4403.596680
	Iteration 16Q: 3 clusters Score -1307614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1307618.000000 Penalty: 4403.596680
	Iteration 17Q: 3 clusters Score -1307618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1307618.125000 Penalty: 4403.596680
	Iteration 18Q: 3 clusters Score -1307618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1307623.000000 Penalty: 4403.596680
	Iteration 19Q: 3 clusters Score -1307623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1307622.875000 Penalty: 4403.596680
	Iteration 20F: 3 clusters Score -1307623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1307623.125000 Penalty: 4403.596680
	Iteration 21Q: 3 clusters Score -1307623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1307625.500000 Penalty: 4403.596680
	Iteration 22Q: 3 clusters Score -1307626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1307627.875000 Penalty: 4403.596680
	Iteration 23Q: 3 clusters Score -1307628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1307626.625000 Penalty: 4403.596680
	Iteration 24Q: 3 clusters Score -1307627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1307626.625000 Penalty: 4403.596680
	Iteration 25F: 3 clusters Score -1307627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Entering Unmasked Estep 
Score: -5031212.000000 Penalty: 2521.788574
	Iteration 0F: 2 clusters Score -5031212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -5013331.500000 Penalty: 5043.577148
	Iteration 0F: 3 clusters Score -5013332 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -5019775.500000 Penalty: 5043.577148
	Iteration 1F: 3 clusters Score -5019776 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -5020604.000000 Penalty: 5043.577148
	Iteration 2F: 3 clusters Score -5020604 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -5021789.500000 Penalty: 5043.577148
	Iteration 3F: 3 clusters Score -5021790 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -5023402.000000 Penalty: 5043.577148
	Iteration 4F: 3 clusters Score -5023402 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -5025324.500000 Penalty: 5043.577148
	Iteration 5F: 3 clusters Score -5025324 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -5027203.000000 Penalty: 5043.577148
	Iteration 6F: 3 clusters Score -5027203 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -5028739.000000 Penalty: 5043.577148
	Iteration 7F: 3 clusters Score -5028739 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -5029642.500000 Penalty: 5043.577148
	Iteration 8Q: 3 clusters Score -5029642 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -5030067.500000 Penalty: 5043.577148
	Iteration 9Q: 3 clusters Score -5030068 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -5030221.500000 Penalty: 5043.577148
	Iteration 10Q: 3 clusters Score -5030222 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -5030288.000000 Penalty: 5043.577148
	Iteration 11Q: 3 clusters Score -5030288 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5030329.500000 Penalty: 5043.577148
	Iteration 12Q: 3 clusters Score -5030330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -5030340.000000 Penalty: 5043.577148
	Iteration 13Q: 3 clusters Score -5030340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -5030358.500000 Penalty: 5043.577148
	Iteration 14Q: 3 clusters Score -5030358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -5030361.000000 Penalty: 5043.577148
	Iteration 15Q: 3 clusters Score -5030361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -5030366.000000 Penalty: 5043.577148
	Iteration 16Q: 3 clusters Score -5030366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -5030361.500000 Penalty: 5043.577148
	Iteration 17Q: 3 clusters Score -5030362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -5030365.500000 Penalty: 5043.577148
	Iteration 18Q: 3 clusters Score -5030366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -5030380.500000 Penalty: 5043.577148
	Iteration 19Q: 3 clusters Score -5030380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -5030372.500000 Penalty: 5043.577148
	Iteration 20F: 3 clusters Score -5030372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -5030372.000000 Penalty: 5043.577148
	Iteration 21Q: 3 clusters Score -5030372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -5030370.000000 Penalty: 5043.577148
	Iteration 22Q: 3 clusters Score -5030370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -5030371.000000 Penalty: 5043.577148
	Iteration 23Q: 3 clusters Score -5030371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5030377.500000 Penalty: 5043.577148
	Iteration 24Q: 3 clusters Score -5030378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5030375.500000 Penalty: 5043.577148
	Iteration 25Q: 3 clusters Score -5030376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5030375.500000 Penalty: 5043.577148
	Iteration 26Q: 3 clusters Score -5030376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -5030377.000000 Penalty: 5043.577148
	Iteration 27Q: 3 clusters Score -5030377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -5030375.000000 Penalty: 5043.577148
	Iteration 28Q: 3 clusters Score -5030375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -5030374.500000 Penalty: 5043.577148
	Iteration 29Q: 3 clusters Score -5030374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -5030375.000000 Penalty: 5043.577148
	Iteration 30Q: 3 clusters Score -5030375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -5030368.500000 Penalty: 5043.577148
	Iteration 31Q: 3 clusters Score -5030368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -5030374.000000 Penalty: 5043.577148
	Iteration 32Q: 3 clusters Score -5030374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -5030373.500000 Penalty: 5043.577148
	Iteration 33Q: 3 clusters Score -5030374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -5030373.500000 Penalty: 5043.577148
	Iteration 34Q: 3 clusters Score -5030374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5030367.500000 Penalty: 5043.577148
	Iteration 35Q: 3 clusters Score -5030368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -5030369.500000 Penalty: 5043.577148
	Iteration 36Q: 3 clusters Score -5030370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5030368.500000 Penalty: 5043.577148
	Iteration 37Q: 3 clusters Score -5030368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5030368.500000 Penalty: 5043.577148
	Iteration 38F: 3 clusters Score -5030368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Entering Unmasked Estep 
Score: -7847564.500000 Penalty: 2629.990723
	Iteration 0F: 2 clusters Score -7847564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -7824203.000000 Penalty: 5259.981445
	Iteration 0F: 3 clusters Score -7824203 nChanged 18491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -7834145.500000 Penalty: 5259.981445
	Iteration 1F: 3 clusters Score -7834146 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -7834695.000000 Penalty: 5259.981445
	Iteration 2Q: 3 clusters Score -7834695 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -7835344.000000 Penalty: 5259.981445
	Iteration 3Q: 3 clusters Score -7835344 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -7836194.000000 Penalty: 5259.981445
	Iteration 4Q: 3 clusters Score -7836194 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -7837375.000000 Penalty: 5259.981445
	Iteration 5F: 3 clusters Score -7837375 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -7839047.500000 Penalty: 5259.981445
	Iteration 6F: 3 clusters Score -7839048 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -7840925.000000 Penalty: 5259.981445
	Iteration 7F: 3 clusters Score -7840925 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7842616.500000 Penalty: 5259.981445
	Iteration 8F: 3 clusters Score -7842616 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7843886.000000 Penalty: 5259.981445
	Iteration 9Q: 3 clusters Score -7843886 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7844593.000000 Penalty: 5259.981445
	Iteration 10Q: 3 clusters Score -7844593 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7844930.500000 Penalty: 5259.981445
	Iteration 11Q: 3 clusters Score -7844930 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7845109.000000 Penalty: 5259.981445
	Iteration 12Q: 3 clusters Score -7845109 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7845180.000000 Penalty: 5259.981445
	Iteration 13Q: 3 clusters Score -7845180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7845216.500000 Penalty: 5259.981445
	Iteration 14Q: 3 clusters Score -7845216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7845228.000000 Penalty: 5259.981445
	Iteration 15Q: 3 clusters Score -7845228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7845243.500000 Penalty: 5259.981445
	Iteration 16Q: 3 clusters Score -7845244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7845252.500000 Penalty: 5259.981445
	Iteration 17Q: 3 clusters Score -7845252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7845258.000000 Penalty: 5259.981445
	Iteration 18Q: 3 clusters Score -7845258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7845264.500000 Penalty: 5259.981445
	Iteration 19Q: 3 clusters Score -7845264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7845267.500000 Penalty: 5259.981445
	Iteration 20F: 3 clusters Score -7845268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7845270.000000 Penalty: 5259.981445
	Iteration 21Q: 3 clusters Score -7845270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7845275.500000 Penalty: 5259.981445
	Iteration 22Q: 3 clusters Score -7845276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7845275.000000 Penalty: 5259.981445
	Iteration 23Q: 3 clusters Score -7845275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7845284.000000 Penalty: 5259.981445
	Iteration 24Q: 3 clusters Score -7845284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7845284.000000 Penalty: 5259.981445
	Iteration 25F: 3 clusters Score -7845284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Entering Unmasked Estep 
Score: -6109357.500000 Penalty: 2569.136963
	Iteration 0F: 2 clusters Score -6109358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -6089304.500000 Penalty: 5138.273926
	Iteration 0F: 3 clusters Score -6089304 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -6096976.000000 Penalty: 5138.273926
	Iteration 1F: 3 clusters Score -6096976 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -6097335.500000 Penalty: 5138.273926
	Iteration 2Q: 3 clusters Score -6097336 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -6097660.500000 Penalty: 5138.273926
	Iteration 3Q: 3 clusters Score -6097660 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6098056.500000 Penalty: 5138.273926
	Iteration 4Q: 3 clusters Score -6098056 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -6098449.500000 Penalty: 5138.273926
	Iteration 5Q: 3 clusters Score -6098450 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -6099073.500000 Penalty: 5138.273926
	Iteration 6Q: 3 clusters Score -6099074 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -6099822.500000 Penalty: 5138.273926
	Iteration 7Q: 3 clusters Score -6099822 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -6100767.000000 Penalty: 5138.273926
	Iteration 8F: 3 clusters Score -6100767 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -6101995.000000 Penalty: 5138.273926
	Iteration 9F: 3 clusters Score -6101995 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -6103572.500000 Penalty: 5138.273926
	Iteration 10F: 3 clusters Score -6103572 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -6105359.000000 Penalty: 5138.273926
	Iteration 11F: 3 clusters Score -6105359 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -6106832.000000 Penalty: 5138.273926
	Iteration 12F: 3 clusters Score -6106832 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -6107685.000000 Penalty: 5138.273926
	Iteration 13Q: 3 clusters Score -6107685 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -6108077.000000 Penalty: 5138.273926
	Iteration 14Q: 3 clusters Score -6108077 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -6108322.500000 Penalty: 5138.273926
	Iteration 15Q: 3 clusters Score -6108322 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -6108482.500000 Penalty: 5138.273926
	Iteration 16Q: 3 clusters Score -6108482 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -6108576.500000 Penalty: 5138.273926
	Iteration 17Q: 3 clusters Score -6108576 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -6108620.500000 Penalty: 5138.273926
	Iteration 18Q: 3 clusters Score -6108620 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -6108659.000000 Penalty: 5138.273926
	Iteration 19Q: 3 clusters Score -6108659 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6108674.000000 Penalty: 5138.273926
	Iteration 20F: 3 clusters Score -6108674 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -6108691.500000 Penalty: 5138.273926
	Iteration 21Q: 3 clusters Score -6108692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -6108706.500000 Penalty: 5138.273926
	Iteration 22Q: 3 clusters Score -6108706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -6108732.000000 Penalty: 5138.273926
	Iteration 23Q: 3 clusters Score -6108732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -6108738.000000 Penalty: 5138.273926
	Iteration 24Q: 3 clusters Score -6108738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -6108732.000000 Penalty: 5138.273926
	Iteration 25Q: 3 clusters Score -6108732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -6108746.500000 Penalty: 5138.273926
	Iteration 26Q: 3 clusters Score -6108746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -6108741.000000 Penalty: 5138.273926
	Iteration 27Q: 3 clusters Score -6108741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -6108771.000000 Penalty: 5138.273926
	Iteration 28Q: 3 clusters Score -6108771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -6108764.500000 Penalty: 5138.273926
	Iteration 29Q: 3 clusters Score -6108764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -6108759.000000 Penalty: 5138.273926
	Iteration 30Q: 3 clusters Score -6108759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -6108757.000000 Penalty: 5138.273926
	Iteration 31Q: 3 clusters Score -6108757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -6108749.000000 Penalty: 5138.273926
	Iteration 32Q: 3 clusters Score -6108749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -6108755.500000 Penalty: 5138.273926
	Iteration 33Q: 3 clusters Score -6108756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -6108763.000000 Penalty: 5138.273926
	Iteration 34Q: 3 clusters Score -6108763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6108762.000000 Penalty: 5138.273926
	Iteration 35Q: 3 clusters Score -6108762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -6108759.500000 Penalty: 5138.273926
	Iteration 36Q: 3 clusters Score -6108760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -6108762.500000 Penalty: 5138.273926
	Iteration 37Q: 3 clusters Score -6108762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -6108764.500000 Penalty: 5138.273926
	Iteration 38Q: 3 clusters Score -6108764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -6108772.000000 Penalty: 5138.273926
	Iteration 39Q: 3 clusters Score -6108772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -6108763.500000 Penalty: 5138.273926
	Iteration 40F: 3 clusters Score -6108764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -6108770.000000 Penalty: 5138.273926
	Iteration 41Q: 3 clusters Score -6108770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -6108763.500000 Penalty: 5138.273926
	Iteration 42Q: 3 clusters Score -6108764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -6108769.000000 Penalty: 5138.273926
	Iteration 43Q: 3 clusters Score -6108769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -6108764.500000 Penalty: 5138.273926
	Iteration 44Q: 3 clusters Score -6108764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -6108772.500000 Penalty: 5138.273926
	Iteration 45Q: 3 clusters Score -6108772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -6108766.500000 Penalty: 5138.273926
	Iteration 46Q: 3 clusters Score -6108766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -6108776.000000 Penalty: 5138.273926
	Iteration 47Q: 3 clusters Score -6108776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -6108778.500000 Penalty: 5138.273926
	Iteration 48Q: 3 clusters Score -6108778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -6108789.500000 Penalty: 5138.273926
	Iteration 49Q: 3 clusters Score -6108790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -6108777.500000 Penalty: 5138.273926
	Iteration 50Q: 3 clusters Score -6108778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -6108787.500000 Penalty: 5138.273926
	Iteration 51Q: 3 clusters Score -6108788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -6108794.000000 Penalty: 5138.273926
	Iteration 52Q: 3 clusters Score -6108794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6108794.500000 Penalty: 5138.273926
	Iteration 53Q: 3 clusters Score -6108794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -6108799.500000 Penalty: 5138.273926
	Iteration 54Q: 3 clusters Score -6108800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -6108795.000000 Penalty: 5138.273926
	Iteration 55Q: 3 clusters Score -6108795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6108792.500000 Penalty: 5138.273926
	Iteration 56Q: 3 clusters Score -6108792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -6108798.000000 Penalty: 5138.273926
	Iteration 57Q: 3 clusters Score -6108798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -6108807.000000 Penalty: 5138.273926
	Iteration 58Q: 3 clusters Score -6108807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -6108796.000000 Penalty: 5138.273926
	Iteration 59Q: 3 clusters Score -6108796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6108785.500000 Penalty: 5138.273926
	Iteration 60F: 3 clusters Score -6108786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6108790.000000 Penalty: 5138.273926
	Iteration 61Q: 3 clusters Score -6108790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -6108786.500000 Penalty: 5138.273926
	Iteration 62Q: 3 clusters Score -6108786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -6108792.500000 Penalty: 5138.273926
	Iteration 63Q: 3 clusters Score -6108792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -6108793.000000 Penalty: 5138.273926
	Iteration 64Q: 3 clusters Score -6108793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -6108786.000000 Penalty: 5138.273926
	Iteration 65Q: 3 clusters Score -6108786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -6108791.000000 Penalty: 5138.273926
	Iteration 66Q: 3 clusters Score -6108791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -6108794.500000 Penalty: 5138.273926
	Iteration 67Q: 3 clusters Score -6108794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -6108791.500000 Penalty: 5138.273926
	Iteration 68Q: 3 clusters Score -6108792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -6108787.500000 Penalty: 5138.273926
	Iteration 69Q: 3 clusters Score -6108788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -6108798.000000 Penalty: 5138.273926
	Iteration 70Q: 3 clusters Score -6108798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -6108798.500000 Penalty: 5138.273926
	Iteration 71Q: 3 clusters Score -6108798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -6108781.500000 Penalty: 5138.273926
	Iteration 72Q: 3 clusters Score -6108782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -6108791.500000 Penalty: 5138.273926
	Iteration 73Q: 3 clusters Score -6108792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -6108798.000000 Penalty: 5138.273926
	Iteration 74Q: 3 clusters Score -6108798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -6108792.500000 Penalty: 5138.273926
	Iteration 75Q: 3 clusters Score -6108792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -6108802.500000 Penalty: 5138.273926
	Iteration 76Q: 3 clusters Score -6108802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -6108802.000000 Penalty: 5138.273926
	Iteration 77Q: 3 clusters Score -6108802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -6108802.000000 Penalty: 5138.273926
	Iteration 78Q: 3 clusters Score -6108802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -6108798.000000 Penalty: 5138.273926
	Iteration 79Q: 3 clusters Score -6108798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -6108806.000000 Penalty: 5138.273926
	Iteration 80F: 3 clusters Score -6108806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -6108803.000000 Penalty: 5138.273926
	Iteration 81Q: 3 clusters Score -6108803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -6108803.000000 Penalty: 5138.273926
	Iteration 82F: 3 clusters Score -6108803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -268287.406250 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -268287.4 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: -266002.125000 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -266002.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -266468.312500 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -266468.3 nChanged 124
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: -266630.500000 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -266630.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -266747.843750 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -266747.8 nChanged 64
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: -266823.437500 Penalty: 3639.443604
	Iteration 4Q: 3 clusters Score -266823.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -266882.031250 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -266882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -266917.031250 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -266917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -266947.937500 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -266947.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -266983.375000 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -266983.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267027.625000 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -267027.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -267055.000000 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -267055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -267077.968750 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -267078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -267132.937500 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -267132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -267208.218750 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -267208.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -267262.500000 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -267262.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267307.218750 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -267307.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -267344.062500 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -267344.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -267368.187500 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -267368.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -267393.781250 Penalty: 3639.443604
	Iteration 18Q: 3 clusters Score -267393.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267412.062500 Penalty: 3639.443604
	Iteration 19Q: 3 clusters Score -267412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -267426.031250 Penalty: 3639.443604
	Iteration 20F: 3 clusters Score -267426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -267436.156250 Penalty: 3639.443604
	Iteration 21Q: 3 clusters Score -267436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -267449.625000 Penalty: 3639.443604
	Iteration 22Q: 3 clusters Score -267449.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -267455.906250 Penalty: 3639.443604
	Iteration 23Q: 3 clusters Score -267455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -267462.875000 Penalty: 3639.443604
	Iteration 24Q: 3 clusters Score -267462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -267474.968750 Penalty: 3639.443604
	Iteration 25Q: 3 clusters Score -267475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -267483.093750 Penalty: 3639.443604
	Iteration 26Q: 3 clusters Score -267483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -267487.500000 Penalty: 3639.443604
	Iteration 27Q: 3 clusters Score -267487.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -267491.156250 Penalty: 3639.443604
	Iteration 28Q: 3 clusters Score -267491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -267494.281250 Penalty: 3639.443604
	Iteration 29Q: 3 clusters Score -267494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -267494.281250 Penalty: 3639.443604
	Iteration 30F: 3 clusters Score -267494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Entering Unmasked Estep 
Score: -3065423.000000 Penalty: 2389.257812
	Iteration 0F: 2 clusters Score -3065423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3054593.500000 Penalty: 4778.515625
	Iteration 0F: 3 clusters Score -3054594 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3058106.250000 Penalty: 4778.515625
	Iteration 1F: 3 clusters Score -3058106 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3058478.750000 Penalty: 4778.515625
	Iteration 2F: 3 clusters Score -3058479 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3058739.250000 Penalty: 4778.515625
	Iteration 3Q: 3 clusters Score -3058739 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3058958.500000 Penalty: 4778.515625
	Iteration 4Q: 3 clusters Score -3058958 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3059163.250000 Penalty: 4778.515625
	Iteration 5Q: 3 clusters Score -3059163 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3059392.750000 Penalty: 4778.515625
	Iteration 6Q: 3 clusters Score -3059393 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3059643.250000 Penalty: 4778.515625
	Iteration 7Q: 3 clusters Score -3059643 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3059944.000000 Penalty: 4778.515625
	Iteration 8Q: 3 clusters Score -3059944 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3060317.750000 Penalty: 4778.515625
	Iteration 9Q: 3 clusters Score -3060318 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3060778.000000 Penalty: 4778.515625
	Iteration 10Q: 3 clusters Score -3060778 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3061301.750000 Penalty: 4778.515625
	Iteration 11Q: 3 clusters Score -3061302 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3061829.000000 Penalty: 4778.515625
	Iteration 12Q: 3 clusters Score -3061829 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3062307.500000 Penalty: 4778.515625
	Iteration 13Q: 3 clusters Score -3062308 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3062663.500000 Penalty: 4778.515625
	Iteration 14Q: 3 clusters Score -3062664 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3062888.500000 Penalty: 4778.515625
	Iteration 15Q: 3 clusters Score -3062888 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3063043.000000 Penalty: 4778.515625
	Iteration 16Q: 3 clusters Score -3063043 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3063146.750000 Penalty: 4778.515625
	Iteration 17Q: 3 clusters Score -3063147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3063200.000000 Penalty: 4778.515625
	Iteration 18Q: 3 clusters Score -3063200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3063240.000000 Penalty: 4778.515625
	Iteration 19Q: 3 clusters Score -3063240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3063278.250000 Penalty: 4778.515625
	Iteration 20F: 3 clusters Score -3063278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3063306.750000 Penalty: 4778.515625
	Iteration 21Q: 3 clusters Score -3063307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3063328.000000 Penalty: 4778.515625
	Iteration 22Q: 3 clusters Score -3063328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3063342.750000 Penalty: 4778.515625
	Iteration 23Q: 3 clusters Score -3063343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3063361.250000 Penalty: 4778.515625
	Iteration 24Q: 3 clusters Score -3063361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3063376.250000 Penalty: 4778.515625
	Iteration 25Q: 3 clusters Score -3063376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3063387.000000 Penalty: 4778.515625
	Iteration 26Q: 3 clusters Score -3063387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3063394.500000 Penalty: 4778.515625
	Iteration 27Q: 3 clusters Score -3063394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3063406.750000 Penalty: 4778.515625
	Iteration 28Q: 3 clusters Score -3063407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3063419.000000 Penalty: 4778.515625
	Iteration 29Q: 3 clusters Score -3063419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3063423.000000 Penalty: 4778.515625
	Iteration 30Q: 3 clusters Score -3063423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3063425.000000 Penalty: 4778.515625
	Iteration 31Q: 3 clusters Score -3063425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3063427.750000 Penalty: 4778.515625
	Iteration 32Q: 3 clusters Score -3063428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3063428.500000 Penalty: 4778.515625
	Iteration 33Q: 3 clusters Score -3063428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3063428.500000 Penalty: 4778.515625
	Iteration 34F: 3 clusters Score -3063428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -26207.513672 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -26207.51 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 199 members 
Entering Unmasked Estep 
Score: -25135.494141 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -25135.49 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25516.070312 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -25516.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25655.287109 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -25655.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25745.748047 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -25745.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25777.257812 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -25777.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25794.652344 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -25794.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25800.332031 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -25800.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25802.050781 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -25802.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25808.103516 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -25808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25810.886719 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -25810.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25813.630859 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -25813.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25828.775391 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -25828.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25829.419922 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -25829.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25829.419922 Penalty: 2934.436279
	Iteration 13F: 3 clusters Score -25829.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -83501.773438 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -83501.77 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 257 members 
Entering Unmasked Estep 
Score: -82016.148438 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -82016.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82198.664062 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -82198.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82269.101562 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -82269.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82325.054688 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -82325.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82420.039062 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -82420.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82531.414062 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -82531.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82662.390625 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -82662.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82727.265625 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -82727.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82837.234375 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -82837.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82973.875000 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -82973.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83059.453125 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -83059.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83123.523438 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -83123.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83142.585938 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -83142.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83167.406250 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -83167.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83183.632812 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -83183.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83194.468750 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -83194.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83196.742188 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -83196.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83209.429688 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -83209.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -83220.625000 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -83220.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83231.171875 Penalty: 3074.445312
	Iteration 19Q: 3 clusters Score -83231.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83233.335938 Penalty: 3074.445312
	Iteration 20F: 3 clusters Score -83233.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83245.179688 Penalty: 3074.445312
	Iteration 21Q: 3 clusters Score -83245.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83254.734375 Penalty: 3074.445312
	Iteration 22Q: 3 clusters Score -83254.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83254.734375 Penalty: 3074.445312
	Iteration 23F: 3 clusters Score -83254.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -205351.062500 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -205351.1 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 530 members 
Entering Unmasked Estep 
Score: -203396.953125 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -203397 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -203686.593750 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -203686.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -203774.687500 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -203774.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -203819.109375 Penalty: 3439.460938
	Iteration 3Q: 3 clusters Score -203819.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -203832.140625 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -203832.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -203852.453125 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -203852.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -203868.109375 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -203868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -203873.015625 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -203873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -203879.703125 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -203879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -203884.312500 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -203884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -203892.015625 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -203892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -203896.015625 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -203896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203900.359375 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -203900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203904.656250 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -203904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -203907.671875 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -203907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -203907.671875 Penalty: 3439.460938
	Iteration 15F: 3 clusters Score -203907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -171985.812500 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -171985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -170164.703125 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -170164.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170694.531250 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -170694.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -170959.687500 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -170959.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -171222.468750 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -171222.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -171439.984375 Penalty: 3419.253418
	Iteration 4F: 3 clusters Score -171440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -171594.312500 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -171594.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -171644.406250 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -171644.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -171672.703125 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -171672.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -171704.343750 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -171704.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -171731.968750 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -171732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171735.843750 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -171735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -171740.546875 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -171740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -171745.421875 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -171745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -171748.281250 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -171748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171748.859375 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -171748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -171750.046875 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -171750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -171750.046875 Penalty: 3419.253418
	Iteration 16F: 3 clusters Score -171750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Entering Unmasked Estep 
Score: -3895711.250000 Penalty: 2448.817627
	Iteration 0F: 2 clusters Score -3895711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3881963.750000 Penalty: 4897.635254
	Iteration 0F: 3 clusters Score -3881964 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3886659.750000 Penalty: 4897.635254
	Iteration 1F: 3 clusters Score -3886660 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3886998.500000 Penalty: 4897.635254
	Iteration 2F: 3 clusters Score -3886998 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3887246.500000 Penalty: 4897.635254
	Iteration 3Q: 3 clusters Score -3887246 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3887440.000000 Penalty: 4897.635254
	Iteration 4Q: 3 clusters Score -3887440 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3887600.000000 Penalty: 4897.635254
	Iteration 5Q: 3 clusters Score -3887600 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3887751.000000 Penalty: 4897.635254
	Iteration 6Q: 3 clusters Score -3887751 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3887888.250000 Penalty: 4897.635254
	Iteration 7Q: 3 clusters Score -3887888 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3888042.500000 Penalty: 4897.635254
	Iteration 8Q: 3 clusters Score -3888042 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3888259.750000 Penalty: 4897.635254
	Iteration 9Q: 3 clusters Score -3888260 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3888533.250000 Penalty: 4897.635254
	Iteration 10Q: 3 clusters Score -3888533 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3888891.000000 Penalty: 4897.635254
	Iteration 11Q: 3 clusters Score -3888891 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3889409.250000 Penalty: 4897.635254
	Iteration 12Q: 3 clusters Score -3889409 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3890029.000000 Penalty: 4897.635254
	Iteration 13Q: 3 clusters Score -3890029 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3890820.000000 Penalty: 4897.635254
	Iteration 14F: 3 clusters Score -3890820 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3891598.750000 Penalty: 4897.635254
	Iteration 15Q: 3 clusters Score -3891599 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3892283.500000 Penalty: 4897.635254
	Iteration 16Q: 3 clusters Score -3892284 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3892743.250000 Penalty: 4897.635254
	Iteration 17Q: 3 clusters Score -3892743 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3893079.750000 Penalty: 4897.635254
	Iteration 18Q: 3 clusters Score -3893080 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3893272.500000 Penalty: 4897.635254
	Iteration 19Q: 3 clusters Score -3893272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3893373.500000 Penalty: 4897.635254
	Iteration 20F: 3 clusters Score -3893374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3893442.750000 Penalty: 4897.635254
	Iteration 21Q: 3 clusters Score -3893443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3893482.250000 Penalty: 4897.635254
	Iteration 22Q: 3 clusters Score -3893482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3893511.250000 Penalty: 4897.635254
	Iteration 23Q: 3 clusters Score -3893511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3893518.250000 Penalty: 4897.635254
	Iteration 24Q: 3 clusters Score -3893518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3893525.500000 Penalty: 4897.635254
	Iteration 25Q: 3 clusters Score -3893526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3893535.000000 Penalty: 4897.635254
	Iteration 26Q: 3 clusters Score -3893535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3893541.750000 Penalty: 4897.635254
	Iteration 27Q: 3 clusters Score -3893542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3893549.000000 Penalty: 4897.635254
	Iteration 28Q: 3 clusters Score -3893549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3893554.250000 Penalty: 4897.635254
	Iteration 29Q: 3 clusters Score -3893554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3893558.500000 Penalty: 4897.635254
	Iteration 30Q: 3 clusters Score -3893558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3893561.500000 Penalty: 4897.635254
	Iteration 31Q: 3 clusters Score -3893562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3893565.500000 Penalty: 4897.635254
	Iteration 32Q: 3 clusters Score -3893566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3893565.500000 Penalty: 4897.635254
	Iteration 33F: 3 clusters Score -3893566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Entering Unmasked Estep 
Score: -5405465.000000 Penalty: 2543.115234
	Iteration 0F: 2 clusters Score -5405465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -5385991.500000 Penalty: 5086.230469
	Iteration 0F: 3 clusters Score -5385992 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -5392995.000000 Penalty: 5086.230469
	Iteration 1F: 3 clusters Score -5392995 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -5393428.000000 Penalty: 5086.230469
	Iteration 2Q: 3 clusters Score -5393428 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -5393757.500000 Penalty: 5086.230469
	Iteration 3Q: 3 clusters Score -5393758 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -5394026.500000 Penalty: 5086.230469
	Iteration 4Q: 3 clusters Score -5394026 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5394249.500000 Penalty: 5086.230469
	Iteration 5Q: 3 clusters Score -5394250 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -5394481.000000 Penalty: 5086.230469
	Iteration 6Q: 3 clusters Score -5394481 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -5394667.500000 Penalty: 5086.230469
	Iteration 7Q: 3 clusters Score -5394668 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -5394939.500000 Penalty: 5086.230469
	Iteration 8Q: 3 clusters Score -5394940 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -5395311.000000 Penalty: 5086.230469
	Iteration 9Q: 3 clusters Score -5395311 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -5395786.500000 Penalty: 5086.230469
	Iteration 10Q: 3 clusters Score -5395786 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -5396465.000000 Penalty: 5086.230469
	Iteration 11Q: 3 clusters Score -5396465 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -5397338.000000 Penalty: 5086.230469
	Iteration 12Q: 3 clusters Score -5397338 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -5398317.000000 Penalty: 5086.230469
	Iteration 13Q: 3 clusters Score -5398317 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5399346.500000 Penalty: 5086.230469
	Iteration 14Q: 3 clusters Score -5399346 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5400184.500000 Penalty: 5086.230469
	Iteration 15Q: 3 clusters Score -5400184 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5400829.500000 Penalty: 5086.230469
	Iteration 16Q: 3 clusters Score -5400830 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5401298.000000 Penalty: 5086.230469
	Iteration 17Q: 3 clusters Score -5401298 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5401602.000000 Penalty: 5086.230469
	Iteration 18Q: 3 clusters Score -5401602 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5401844.000000 Penalty: 5086.230469
	Iteration 19Q: 3 clusters Score -5401844 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5402050.500000 Penalty: 5086.230469
	Iteration 20F: 3 clusters Score -5402050 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5402259.500000 Penalty: 5086.230469
	Iteration 21Q: 3 clusters Score -5402260 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5402429.000000 Penalty: 5086.230469
	Iteration 22Q: 3 clusters Score -5402429 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5402545.500000 Penalty: 5086.230469
	Iteration 23Q: 3 clusters Score -5402546 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5402658.500000 Penalty: 5086.230469
	Iteration 24Q: 3 clusters Score -5402658 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5402765.000000 Penalty: 5086.230469
	Iteration 25Q: 3 clusters Score -5402765 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5402845.000000 Penalty: 5086.230469
	Iteration 26Q: 3 clusters Score -5402845 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5402945.000000 Penalty: 5086.230469
	Iteration 27Q: 3 clusters Score -5402945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5402991.000000 Penalty: 5086.230469
	Iteration 28Q: 3 clusters Score -5402991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5403027.000000 Penalty: 5086.230469
	Iteration 29Q: 3 clusters Score -5403027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5403062.500000 Penalty: 5086.230469
	Iteration 30Q: 3 clusters Score -5403062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5403094.000000 Penalty: 5086.230469
	Iteration 31Q: 3 clusters Score -5403094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5403109.500000 Penalty: 5086.230469
	Iteration 32Q: 3 clusters Score -5403110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5403131.000000 Penalty: 5086.230469
	Iteration 33Q: 3 clusters Score -5403131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5403158.000000 Penalty: 5086.230469
	Iteration 34Q: 3 clusters Score -5403158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5403179.000000 Penalty: 5086.230469
	Iteration 35Q: 3 clusters Score -5403179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5403200.500000 Penalty: 5086.230469
	Iteration 36Q: 3 clusters Score -5403200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5403216.500000 Penalty: 5086.230469
	Iteration 37Q: 3 clusters Score -5403216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5403244.000000 Penalty: 5086.230469
	Iteration 38Q: 3 clusters Score -5403244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5403260.000000 Penalty: 5086.230469
	Iteration 39Q: 3 clusters Score -5403260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5403263.000000 Penalty: 5086.230469
	Iteration 40F: 3 clusters Score -5403263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5403279.500000 Penalty: 5086.230469
	Iteration 41Q: 3 clusters Score -5403280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5403279.500000 Penalty: 5086.230469
	Iteration 42Q: 3 clusters Score -5403280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5403284.500000 Penalty: 5086.230469
	Iteration 43Q: 3 clusters Score -5403284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5403291.500000 Penalty: 5086.230469
	Iteration 44Q: 3 clusters Score -5403292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5403295.500000 Penalty: 5086.230469
	Iteration 45Q: 3 clusters Score -5403296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5403295.000000 Penalty: 5086.230469
	Iteration 46Q: 3 clusters Score -5403295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5403297.000000 Penalty: 5086.230469
	Iteration 47Q: 3 clusters Score -5403297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5403293.000000 Penalty: 5086.230469
	Iteration 48Q: 3 clusters Score -5403293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5403293.000000 Penalty: 5086.230469
	Iteration 49F: 3 clusters Score -5403293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -107938.906250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -107938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -106319.257812 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -106319.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106508.007812 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -106508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106554.125000 Penalty: 3193.917725
	Iteration 2Q: 3 clusters Score -106554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106570.500000 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -106570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106578.117188 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -106578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106581.640625 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -106581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106581.640625 Penalty: 3193.917725
	Iteration 6F: 3 clusters Score -106581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -44697.914062 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -44697.91 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 143 members 
Entering Unmasked Estep 
Score: -43535.640625 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -43535.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43620.992188 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -43620.99 nChanged 7
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: -43649.726562 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -43649.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43661.546875 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -43661.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43661.546875 Penalty: 2773.129639
	Iteration 4F: 3 clusters Score -43661.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Entering Unmasked Estep 
Score: -3566814.000000 Penalty: 2418.184570
	Iteration 0F: 2 clusters Score -3566814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3555010.750000 Penalty: 4836.369141
	Iteration 0F: 3 clusters Score -3555011 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3558923.500000 Penalty: 4836.369141
	Iteration 1F: 3 clusters Score -3558924 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3559285.500000 Penalty: 4836.369141
	Iteration 2F: 3 clusters Score -3559286 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3559595.250000 Penalty: 4836.369141
	Iteration 3Q: 3 clusters Score -3559595 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3559869.750000 Penalty: 4836.369141
	Iteration 4Q: 3 clusters Score -3559870 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3560132.250000 Penalty: 4836.369141
	Iteration 5Q: 3 clusters Score -3560132 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3560380.250000 Penalty: 4836.369141
	Iteration 6Q: 3 clusters Score -3560380 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3560654.250000 Penalty: 4836.369141
	Iteration 7Q: 3 clusters Score -3560654 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3560998.750000 Penalty: 4836.369141
	Iteration 8Q: 3 clusters Score -3560999 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3561423.250000 Penalty: 4836.369141
	Iteration 9Q: 3 clusters Score -3561423 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3562016.500000 Penalty: 4836.369141
	Iteration 10Q: 3 clusters Score -3562016 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3562747.750000 Penalty: 4836.369141
	Iteration 11F: 3 clusters Score -3562748 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3563462.000000 Penalty: 4836.369141
	Iteration 12F: 3 clusters Score -3563462 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3563950.750000 Penalty: 4836.369141
	Iteration 13Q: 3 clusters Score -3563951 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3564236.000000 Penalty: 4836.369141
	Iteration 14Q: 3 clusters Score -3564236 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3564431.000000 Penalty: 4836.369141
	Iteration 15Q: 3 clusters Score -3564431 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3564579.000000 Penalty: 4836.369141
	Iteration 16Q: 3 clusters Score -3564579 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3564676.750000 Penalty: 4836.369141
	Iteration 17Q: 3 clusters Score -3564677 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3564746.500000 Penalty: 4836.369141
	Iteration 18Q: 3 clusters Score -3564746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3564790.250000 Penalty: 4836.369141
	Iteration 19Q: 3 clusters Score -3564790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3564833.250000 Penalty: 4836.369141
	Iteration 20F: 3 clusters Score -3564833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3564846.000000 Penalty: 4836.369141
	Iteration 21Q: 3 clusters Score -3564846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3564874.000000 Penalty: 4836.369141
	Iteration 22Q: 3 clusters Score -3564874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3564880.000000 Penalty: 4836.369141
	Iteration 23Q: 3 clusters Score -3564880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3564883.750000 Penalty: 4836.369141
	Iteration 24Q: 3 clusters Score -3564884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3564894.250000 Penalty: 4836.369141
	Iteration 25Q: 3 clusters Score -3564894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3564903.250000 Penalty: 4836.369141
	Iteration 26Q: 3 clusters Score -3564903 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3564915.500000 Penalty: 4836.369141
	Iteration 27Q: 3 clusters Score -3564916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3564930.750000 Penalty: 4836.369141
	Iteration 28Q: 3 clusters Score -3564931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3564929.250000 Penalty: 4836.369141
	Iteration 29Q: 3 clusters Score -3564929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3564943.500000 Penalty: 4836.369141
	Iteration 30Q: 3 clusters Score -3564944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3564939.500000 Penalty: 4836.369141
	Iteration 31Q: 3 clusters Score -3564940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3564935.500000 Penalty: 4836.369141
	Iteration 32Q: 3 clusters Score -3564936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3564939.750000 Penalty: 4836.369141
	Iteration 33Q: 3 clusters Score -3564940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3564942.750000 Penalty: 4836.369141
	Iteration 34Q: 3 clusters Score -3564943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3564938.000000 Penalty: 4836.369141
	Iteration 35Q: 3 clusters Score -3564938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3564936.250000 Penalty: 4836.369141
	Iteration 36Q: 3 clusters Score -3564936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3564935.500000 Penalty: 4836.369141
	Iteration 37Q: 3 clusters Score -3564936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3564938.750000 Penalty: 4836.369141
	Iteration 38Q: 3 clusters Score -3564939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3564937.250000 Penalty: 4836.369141
	Iteration 39Q: 3 clusters Score -3564937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3564941.500000 Penalty: 4836.369141
	Iteration 40F: 3 clusters Score -3564942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Entering Unmasked Estep 
Score: -3938141.750000 Penalty: 2439.596191
	Iteration 0F: 2 clusters Score -3938142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3926883.750000 Penalty: 4879.192383
	Iteration 0F: 3 clusters Score -3926884 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3931227.000000 Penalty: 4879.192383
	Iteration 1F: 3 clusters Score -3931227 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3931563.750000 Penalty: 4879.192383
	Iteration 2F: 3 clusters Score -3931564 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -3931838.250000 Penalty: 4879.192383
	Iteration 3Q: 3 clusters Score -3931838 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3932066.250000 Penalty: 4879.192383
	Iteration 4Q: 3 clusters Score -3932066 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3932211.750000 Penalty: 4879.192383
	Iteration 5Q: 3 clusters Score -3932212 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3932362.500000 Penalty: 4879.192383
	Iteration 6Q: 3 clusters Score -3932362 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3932524.750000 Penalty: 4879.192383
	Iteration 7Q: 3 clusters Score -3932525 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3932678.000000 Penalty: 4879.192383
	Iteration 8Q: 3 clusters Score -3932678 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -3932888.250000 Penalty: 4879.192383
	Iteration 9Q: 3 clusters Score -3932888 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3933113.750000 Penalty: 4879.192383
	Iteration 10Q: 3 clusters Score -3933114 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3933396.500000 Penalty: 4879.192383
	Iteration 11Q: 3 clusters Score -3933396 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -3933723.750000 Penalty: 4879.192383
	Iteration 12Q: 3 clusters Score -3933724 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3934078.000000 Penalty: 4879.192383
	Iteration 13Q: 3 clusters Score -3934078 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3934385.750000 Penalty: 4879.192383
	Iteration 14Q: 3 clusters Score -3934386 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3934706.750000 Penalty: 4879.192383
	Iteration 15Q: 3 clusters Score -3934707 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3934986.250000 Penalty: 4879.192383
	Iteration 16Q: 3 clusters Score -3934986 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3935228.000000 Penalty: 4879.192383
	Iteration 17Q: 3 clusters Score -3935228 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3935436.500000 Penalty: 4879.192383
	Iteration 18Q: 3 clusters Score -3935436 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3935625.500000 Penalty: 4879.192383
	Iteration 19Q: 3 clusters Score -3935626 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3935743.250000 Penalty: 4879.192383
	Iteration 20F: 3 clusters Score -3935743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3935813.250000 Penalty: 4879.192383
	Iteration 21Q: 3 clusters Score -3935813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3935878.500000 Penalty: 4879.192383
	Iteration 22Q: 3 clusters Score -3935878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3935914.000000 Penalty: 4879.192383
	Iteration 23Q: 3 clusters Score -3935914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3935959.000000 Penalty: 4879.192383
	Iteration 24Q: 3 clusters Score -3935959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3935980.750000 Penalty: 4879.192383
	Iteration 25Q: 3 clusters Score -3935981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3936011.250000 Penalty: 4879.192383
	Iteration 26Q: 3 clusters Score -3936011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3936036.500000 Penalty: 4879.192383
	Iteration 27Q: 3 clusters Score -3936036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3936046.750000 Penalty: 4879.192383
	Iteration 28Q: 3 clusters Score -3936047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3936056.500000 Penalty: 4879.192383
	Iteration 29Q: 3 clusters Score -3936056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3936071.000000 Penalty: 4879.192383
	Iteration 30Q: 3 clusters Score -3936071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3936080.000000 Penalty: 4879.192383
	Iteration 31Q: 3 clusters Score -3936080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3936093.000000 Penalty: 4879.192383
	Iteration 32Q: 3 clusters Score -3936093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3936105.000000 Penalty: 4879.192383
	Iteration 33Q: 3 clusters Score -3936105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3936109.000000 Penalty: 4879.192383
	Iteration 34Q: 3 clusters Score -3936109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3936109.750000 Penalty: 4879.192383
	Iteration 35Q: 3 clusters Score -3936110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3936108.500000 Penalty: 4879.192383
	Iteration 36Q: 3 clusters Score -3936108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3936116.750000 Penalty: 4879.192383
	Iteration 37Q: 3 clusters Score -3936117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3936118.750000 Penalty: 4879.192383
	Iteration 38Q: 3 clusters Score -3936119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3936117.000000 Penalty: 4879.192383
	Iteration 39Q: 3 clusters Score -3936117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3936123.750000 Penalty: 4879.192383
	Iteration 40F: 3 clusters Score -3936124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3936127.250000 Penalty: 4879.192383
	Iteration 41Q: 3 clusters Score -3936127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3936118.250000 Penalty: 4879.192383
	Iteration 42Q: 3 clusters Score -3936118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3936123.750000 Penalty: 4879.192383
	Iteration 43Q: 3 clusters Score -3936124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3936123.500000 Penalty: 4879.192383
	Iteration 44Q: 3 clusters Score -3936124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3936121.500000 Penalty: 4879.192383
	Iteration 45Q: 3 clusters Score -3936122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3936121.500000 Penalty: 4879.192383
	Iteration 46F: 3 clusters Score -3936122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Entering Unmasked Estep 
Score: -913436.250000 Penalty: 2100.844971
	Iteration 0F: 2 clusters Score -913436.2 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 2421 members 
Entering Unmasked Estep 
Score: -909078.812500 Penalty: 4201.689941
	Iteration 0F: 3 clusters Score -909078.8 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -910186.437500 Penalty: 4201.689941
	Iteration 1F: 3 clusters Score -910186.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -910518.625000 Penalty: 4201.689941
	Iteration 2F: 3 clusters Score -910518.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -910850.625000 Penalty: 4201.689941
	Iteration 3F: 3 clusters Score -910850.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -911214.000000 Penalty: 4201.689941
	Iteration 4F: 3 clusters Score -911214 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -911498.125000 Penalty: 4201.689941
	Iteration 5F: 3 clusters Score -911498.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -911793.187500 Penalty: 4201.689941
	Iteration 6F: 3 clusters Score -911793.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -912074.812500 Penalty: 4201.689941
	Iteration 7F: 3 clusters Score -912074.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -912297.562500 Penalty: 4201.689941
	Iteration 8F: 3 clusters Score -912297.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -912466.875000 Penalty: 4201.689941
	Iteration 9Q: 3 clusters Score -912466.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -912555.562500 Penalty: 4201.689941
	Iteration 10Q: 3 clusters Score -912555.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -912619.187500 Penalty: 4201.689941
	Iteration 11Q: 3 clusters Score -912619.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -912654.875000 Penalty: 4201.689941
	Iteration 12Q: 3 clusters Score -912654.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -912676.875000 Penalty: 4201.689941
	Iteration 13Q: 3 clusters Score -912676.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -912694.000000 Penalty: 4201.689941
	Iteration 14Q: 3 clusters Score -912694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -912709.062500 Penalty: 4201.689941
	Iteration 15Q: 3 clusters Score -912709.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -912718.937500 Penalty: 4201.689941
	Iteration 16Q: 3 clusters Score -912718.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -912729.875000 Penalty: 4201.689941
	Iteration 17Q: 3 clusters Score -912729.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -912737.500000 Penalty: 4201.689941
	Iteration 18Q: 3 clusters Score -912737.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -912744.750000 Penalty: 4201.689941
	Iteration 19Q: 3 clusters Score -912744.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -912751.750000 Penalty: 4201.689941
	Iteration 20F: 3 clusters Score -912751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -912755.750000 Penalty: 4201.689941
	Iteration 21Q: 3 clusters Score -912755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -912758.812500 Penalty: 4201.689941
	Iteration 22Q: 3 clusters Score -912758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -912761.312500 Penalty: 4201.689941
	Iteration 23Q: 3 clusters Score -912761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -912765.312500 Penalty: 4201.689941
	Iteration 24Q: 3 clusters Score -912765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -912765.625000 Penalty: 4201.689941
	Iteration 25Q: 3 clusters Score -912765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -912766.750000 Penalty: 4201.689941
	Iteration 26Q: 3 clusters Score -912766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -912767.562500 Penalty: 4201.689941
	Iteration 27Q: 3 clusters Score -912767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -912768.250000 Penalty: 4201.689941
	Iteration 28Q: 3 clusters Score -912768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -912768.125000 Penalty: 4201.689941
	Iteration 29Q: 3 clusters Score -912768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -912768.125000 Penalty: 4201.689941
	Iteration 30F: 3 clusters Score -912768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (34186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Entering Unmasked Estep 
Score: -6637650.000000 Penalty: 2589.013672
	Iteration 0F: 2 clusters Score -6637650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -6615876.000000 Penalty: 5178.027344
	Iteration 0F: 3 clusters Score -6615876 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -6624307.000000 Penalty: 5178.027344
	Iteration 1F: 3 clusters Score -6624307 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -6624824.500000 Penalty: 5178.027344
	Iteration 2Q: 3 clusters Score -6624824 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -6625226.500000 Penalty: 5178.027344
	Iteration 3Q: 3 clusters Score -6625226 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -6625669.000000 Penalty: 5178.027344
	Iteration 4Q: 3 clusters Score -6625669 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -6626258.000000 Penalty: 5178.027344
	Iteration 5Q: 3 clusters Score -6626258 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6626949.500000 Penalty: 5178.027344
	Iteration 6Q: 3 clusters Score -6626950 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -6628040.500000 Penalty: 5178.027344
	Iteration 7Q: 3 clusters Score -6628040 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -6629394.500000 Penalty: 5178.027344
	Iteration 8F: 3 clusters Score -6629394 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -6631361.500000 Penalty: 5178.027344
	Iteration 9F: 3 clusters Score -6631362 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -6633309.500000 Penalty: 5178.027344
	Iteration 10F: 3 clusters Score -6633310 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -6634542.500000 Penalty: 5178.027344
	Iteration 11Q: 3 clusters Score -6634542 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -6635254.000000 Penalty: 5178.027344
	Iteration 12Q: 3 clusters Score -6635254 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -6635623.500000 Penalty: 5178.027344
	Iteration 13Q: 3 clusters Score -6635624 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -6635854.000000 Penalty: 5178.027344
	Iteration 14Q: 3 clusters Score -6635854 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -6636032.500000 Penalty: 5178.027344
	Iteration 15Q: 3 clusters Score -6636032 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -6636145.500000 Penalty: 5178.027344
	Iteration 16Q: 3 clusters Score -6636146 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -6636200.500000 Penalty: 5178.027344
	Iteration 17Q: 3 clusters Score -6636200 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -6636244.000000 Penalty: 5178.027344
	Iteration 18Q: 3 clusters Score -6636244 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -6636240.500000 Penalty: 5178.027344
	Iteration 19Q: 3 clusters Score -6636240 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -6636274.000000 Penalty: 5178.027344
	Iteration 20F: 3 clusters Score -6636274 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -6636272.000000 Penalty: 5178.027344
	Iteration 21Q: 3 clusters Score -6636272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6636303.500000 Penalty: 5178.027344
	Iteration 22Q: 3 clusters Score -6636304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -6636290.000000 Penalty: 5178.027344
	Iteration 23Q: 3 clusters Score -6636290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -6636298.500000 Penalty: 5178.027344
	Iteration 24Q: 3 clusters Score -6636298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -6636293.000000 Penalty: 5178.027344
	Iteration 25Q: 3 clusters Score -6636293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -6636297.000000 Penalty: 5178.027344
	Iteration 26Q: 3 clusters Score -6636297 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -6636283.000000 Penalty: 5178.027344
	Iteration 27Q: 3 clusters Score -6636283 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -6636284.500000 Penalty: 5178.027344
	Iteration 28Q: 3 clusters Score -6636284 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6636279.000000 Penalty: 5178.027344
	Iteration 29Q: 3 clusters Score -6636279 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -6636257.500000 Penalty: 5178.027344
	Iteration 30Q: 3 clusters Score -6636258 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -6636261.000000 Penalty: 5178.027344
	Iteration 31Q: 3 clusters Score -6636261 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -6636254.500000 Penalty: 5178.027344
	Iteration 32Q: 3 clusters Score -6636254 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -6636264.000000 Penalty: 5178.027344
	Iteration 33Q: 3 clusters Score -6636264 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -6636246.500000 Penalty: 5178.027344
	Iteration 34Q: 3 clusters Score -6636246 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -6636258.500000 Penalty: 5178.027344
	Iteration 35Q: 3 clusters Score -6636258 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -6636280.500000 Penalty: 5178.027344
	Iteration 36Q: 3 clusters Score -6636280 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -6636258.500000 Penalty: 5178.027344
	Iteration 37Q: 3 clusters Score -6636258 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -6636305.000000 Penalty: 5178.027344
	Iteration 38Q: 3 clusters Score -6636305 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -6636317.500000 Penalty: 5178.027344
	Iteration 39Q: 3 clusters Score -6636318 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -6636288.000000 Penalty: 5178.027344
	Iteration 40F: 3 clusters Score -6636288 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -6636252.000000 Penalty: 5178.027344
	Iteration 41Q: 3 clusters Score -6636252 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -6636245.000000 Penalty: 5178.027344
	Iteration 42Q: 3 clusters Score -6636245 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -6636204.500000 Penalty: 5178.027344
	Iteration 43Q: 3 clusters Score -6636204 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -6636188.500000 Penalty: 5178.027344
	Iteration 44Q: 3 clusters Score -6636188 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -6636172.000000 Penalty: 5178.027344
	Iteration 45Q: 3 clusters Score -6636172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -6636160.000000 Penalty: 5178.027344
	Iteration 46Q: 3 clusters Score -6636160 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -6636175.500000 Penalty: 5178.027344
	Iteration 47Q: 3 clusters Score -6636176 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -6636142.500000 Penalty: 5178.027344
	Iteration 48Q: 3 clusters Score -6636142 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -6636137.500000 Penalty: 5178.027344
	Iteration 49Q: 3 clusters Score -6636138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -6636132.000000 Penalty: 5178.027344
	Iteration 50Q: 3 clusters Score -6636132 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -6636139.000000 Penalty: 5178.027344
	Iteration 51Q: 3 clusters Score -6636139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -6636139.000000 Penalty: 5178.027344
	Iteration 52Q: 3 clusters Score -6636139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -6636134.000000 Penalty: 5178.027344
	Iteration 53Q: 3 clusters Score -6636134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -6636122.500000 Penalty: 5178.027344
	Iteration 54Q: 3 clusters Score -6636122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -6636112.500000 Penalty: 5178.027344
	Iteration 55Q: 3 clusters Score -6636112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -6636078.500000 Penalty: 5178.027344
	Iteration 56Q: 3 clusters Score -6636078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -6636064.500000 Penalty: 5178.027344
	Iteration 57Q: 3 clusters Score -6636064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -6636065.500000 Penalty: 5178.027344
	Iteration 58Q: 3 clusters Score -6636066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -6636078.500000 Penalty: 5178.027344
	Iteration 59Q: 3 clusters Score -6636078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -6636076.500000 Penalty: 5178.027344
	Iteration 60F: 3 clusters Score -6636076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -6636069.000000 Penalty: 5178.027344
	Iteration 61Q: 3 clusters Score -6636069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -6636063.500000 Penalty: 5178.027344
	Iteration 62Q: 3 clusters Score -6636064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -6636053.000000 Penalty: 5178.027344
	Iteration 63Q: 3 clusters Score -6636053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6636066.000000 Penalty: 5178.027344
	Iteration 64Q: 3 clusters Score -6636066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6636050.500000 Penalty: 5178.027344
	Iteration 65Q: 3 clusters Score -6636050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -6636053.500000 Penalty: 5178.027344
	Iteration 66Q: 3 clusters Score -6636054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -6636048.000000 Penalty: 5178.027344
	Iteration 67Q: 3 clusters Score -6636048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -6636035.000000 Penalty: 5178.027344
	Iteration 68Q: 3 clusters Score -6636035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -6636035.500000 Penalty: 5178.027344
	Iteration 69Q: 3 clusters Score -6636036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -6636051.500000 Penalty: 5178.027344
	Iteration 70Q: 3 clusters Score -6636052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -6636021.000000 Penalty: 5178.027344
	Iteration 71Q: 3 clusters Score -6636021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6636010.500000 Penalty: 5178.027344
	Iteration 72Q: 3 clusters Score -6636010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -6636007.500000 Penalty: 5178.027344
	Iteration 73Q: 3 clusters Score -6636008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -6636004.500000 Penalty: 5178.027344
	Iteration 74Q: 3 clusters Score -6636004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -6636008.500000 Penalty: 5178.027344
	Iteration 75Q: 3 clusters Score -6636008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -6636009.500000 Penalty: 5178.027344
	Iteration 76Q: 3 clusters Score -6636010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -6636011.000000 Penalty: 5178.027344
	Iteration 77Q: 3 clusters Score -6636011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -6636001.000000 Penalty: 5178.027344
	Iteration 78Q: 3 clusters Score -6636001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -6636016.000000 Penalty: 5178.027344
	Iteration 79Q: 3 clusters Score -6636016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -6636002.000000 Penalty: 5178.027344
	Iteration 80F: 3 clusters Score -6636002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -6635998.000000 Penalty: 5178.027344
	Iteration 81Q: 3 clusters Score -6635998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -6636002.000000 Penalty: 5178.027344
	Iteration 82Q: 3 clusters Score -6636002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -6636007.000000 Penalty: 5178.027344
	Iteration 83Q: 3 clusters Score -6636007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -6636014.500000 Penalty: 5178.027344
	Iteration 84Q: 3 clusters Score -6636014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6636002.500000 Penalty: 5178.027344
	Iteration 85Q: 3 clusters Score -6636002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -6636014.000000 Penalty: 5178.027344
	Iteration 86Q: 3 clusters Score -6636014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -6636018.000000 Penalty: 5178.027344
	Iteration 87Q: 3 clusters Score -6636018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -6636000.500000 Penalty: 5178.027344
	Iteration 88Q: 3 clusters Score -6636000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -6636013.000000 Penalty: 5178.027344
	Iteration 89Q: 3 clusters Score -6636013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -6636010.500000 Penalty: 5178.027344
	Iteration 90Q: 3 clusters Score -6636010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -6636007.500000 Penalty: 5178.027344
	Iteration 91Q: 3 clusters Score -6636008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -6636004.500000 Penalty: 5178.027344
	Iteration 92Q: 3 clusters Score -6636004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -6635998.500000 Penalty: 5178.027344
	Iteration 93Q: 3 clusters Score -6635998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -6635995.000000 Penalty: 5178.027344
	Iteration 94Q: 3 clusters Score -6635995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -6635997.500000 Penalty: 5178.027344
	Iteration 95Q: 3 clusters Score -6635998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -6636007.000000 Penalty: 5178.027344
	Iteration 96Q: 3 clusters Score -6636007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -6636009.500000 Penalty: 5178.027344
	Iteration 97Q: 3 clusters Score -6636010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -6636003.500000 Penalty: 5178.027344
	Iteration 98Q: 3 clusters Score -6636004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -6636006.000000 Penalty: 5178.027344
	Iteration 99Q: 3 clusters Score -6636006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -6636004.500000 Penalty: 5178.027344
	Iteration 100F: 3 clusters Score -6636004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -6636011.000000 Penalty: 5178.027344
	Iteration 101Q: 3 clusters Score -6636011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6636011.000000 Penalty: 5178.027344
	Iteration 102Q: 3 clusters Score -6636011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6636011.000000 Penalty: 5178.027344
	Iteration 103F: 3 clusters Score -6636011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Entering Unmasked Estep 
Score: -7124235.500000 Penalty: 2605.759033
	Iteration 0F: 2 clusters Score -7124236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -7102052.000000 Penalty: 5211.518066
	Iteration 0F: 3 clusters Score -7102052 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -7111423.500000 Penalty: 5211.518066
	Iteration 1F: 3 clusters Score -7111424 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -7111955.000000 Penalty: 5211.518066
	Iteration 2Q: 3 clusters Score -7111955 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -7112419.500000 Penalty: 5211.518066
	Iteration 3Q: 3 clusters Score -7112420 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -7112927.500000 Penalty: 5211.518066
	Iteration 4Q: 3 clusters Score -7112928 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7113550 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -7114333.500000 Penalty: 5211.518066
	Iteration 6Q: 3 clusters Score -7114334 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -7115381.500000 Penalty: 5211.518066
	Iteration 7Q: 3 clusters Score -7115382 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -7116586.500000 Penalty: 5211.518066
	Iteration 8F: 3 clusters Score -7116586 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -7117595.500000 Penalty: 5211.518066
	Iteration 9Q: 3 clusters Score -7117596 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -7118064.500000 Penalty: 5211.518066
	Iteration 10Q: 3 clusters Score -7118064 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -7118263.500000 Penalty: 5211.518066
	Iteration 11Q: 3 clusters Score -7118264 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -7118330.000000 Penalty: 5211.518066
	Iteration 12Q: 3 clusters Score -7118330 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -7118378.500000 Penalty: 5211.518066
	Iteration 13Q: 3 clusters Score -7118378 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -7118410.000000 Penalty: 5211.518066
	Iteration 14Q: 3 clusters Score -7118410 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -7118458.500000 Penalty: 5211.518066
	Iteration 15Q: 3 clusters Score -7118458 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -7118475.500000 Penalty: 5211.518066
	Iteration 16Q: 3 clusters Score -7118476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -7118496.500000 Penalty: 5211.518066
	Iteration 17Q: 3 clusters Score -7118496 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -7118493.500000 Penalty: 5211.518066
	Iteration 18Q: 3 clusters Score -7118494 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -7118511.000000 Penalty: 5211.518066
	Iteration 19Q: 3 clusters Score -7118511 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -7118525.500000 Penalty: 5211.518066
	Iteration 20F: 3 clusters Score -7118526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -7118521.500000 Penalty: 5211.518066
	Iteration 21Q: 3 clusters Score -7118522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -7118533.500000 Penalty: 5211.518066
	Iteration 22Q: 3 clusters Score -7118534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -7118550.500000 Penalty: 5211.518066
	Iteration 23Q: 3 clusters Score -7118550 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -7118551.500000 Penalty: 5211.518066
	Iteration 24Q: 3 clusters Score -7118552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -7118585.500000 Penalty: 5211.518066
	Iteration 25Q: 3 clusters Score -7118586 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -7118590.500000 Penalty: 5211.518066
	Iteration 26Q: 3 clusters Score -7118590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -7118605.000000 Penalty: 5211.518066
	Iteration 27Q: 3 clusters Score -7118605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7118597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -7118598.500000 Penalty: 5211.518066
	Iteration 29Q: 3 clusters Score -7118598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -7118602.500000 Penalty: 5211.518066
	Iteration 30Q: 3 clusters Score -7118602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -7118601.500000 Penalty: 5211.518066
	Iteration 31Q: 3 clusters Score -7118602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -7118611.500000 Penalty: 5211.518066
	Iteration 32Q: 3 clusters Score -7118612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -7118637.000000 Penalty: 5211.518066
	Iteration 33Q: 3 clusters Score -7118637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -7118638.500000 Penalty: 5211.518066
	Iteration 34Q: 3 clusters Score -7118638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -7118630.000000 Penalty: 5211.518066
	Iteration 35Q: 3 clusters Score -7118630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -7118629.500000 Penalty: 5211.518066
	Iteration 36Q: 3 clusters Score -7118630 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -7118620.500000 Penalty: 5211.518066
	Iteration 37Q: 3 clusters Score -7118620 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -7118654.500000 Penalty: 5211.518066
	Iteration 38Q: 3 clusters Score -7118654 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -7118669.500000 Penalty: 5211.518066
	Iteration 39Q: 3 clusters Score -7118670 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -7118685.500000 Penalty: 5211.518066
	Iteration 40F: 3 clusters Score -7118686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -7118684.500000 Penalty: 5211.518066
	Iteration 41Q: 3 clusters Score -7118684 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -7118724.000000 Penalty: 5211.518066
	Iteration 42Q: 3 clusters Score -7118724 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -7118748.500000 Penalty: 5211.518066
	Iteration 43Q: 3 clusters Score -7118748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -7118773.500000 Penalty: 5211.518066
	Iteration 44Q: 3 clusters Score -7118774 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -7118791.500000 Penalty: 5211.518066
	Iteration 45Q: 3 clusters Score -7118792 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -7118784.500000 Penalty: 5211.518066
	Iteration 46Q: 3 clusters Score -7118784 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7118824 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -7118847.500000 Penalty: 5211.518066
	Iteration 48Q: 3 clusters Score -7118848 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -7118880.000000 Penalty: 5211.518066
	Iteration 49Q: 3 clusters Score -7118880 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -7118902.000000 Penalty: 5211.518066
	Iteration 50Q: 3 clusters Score -7118902 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -7118934.500000 Penalty: 5211.518066
	Iteration 51Q: 3 clusters Score -7118934 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -7118955.500000 Penalty: 5211.518066
	Iteration 52Q: 3 clusters Score -7118956 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -7119009.500000 Penalty: 5211.518066
	Iteration 53Q: 3 clusters Score -7119010 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -7119064.000000 Penalty: 5211.518066
	Iteration 54Q: 3 clusters Score -7119064 nChanged 370
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -7119136.000000 Penalty: 5211.518066
	Iteration 55Q: 3 clusters Score -7119136 nChanged 404
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -7119231.500000 Penalty: 5211.518066
	Iteration 56Q: 3 clusters Score -7119232 nChanged 412
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Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -7119267.500000 Penalty: 5211.518066
	Iteration 57Q: 3 clusters Score -7119268 nChanged 463
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Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -7119344.500000 Penalty: 5211.518066
	Iteration 58Q: 3 clusters Score -7119344 nChanged 442
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Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -7119453.500000 Penalty: 5211.518066
	Iteration 59Q: 3 clusters Score -7119454 nChanged 409
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Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -7119570.500000 Penalty: 5211.518066
	Iteration 60F: 3 clusters Score -7119570 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -7119673.000000 Penalty: 5211.518066
	Iteration 61Q: 3 clusters Score -7119673 nChanged 386
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Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -7119761.500000 Penalty: 5211.518066
	Iteration 62Q: 3 clusters Score -7119762 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -7119797.000000 Penalty: 5211.518066
	Iteration 63Q: 3 clusters Score -7119797 nChanged 401
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Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -7120009.000000 Penalty: 5211.518066
	Iteration 64Q: 3 clusters Score -7120009 nChanged 435
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Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -7120257.000000 Penalty: 5211.518066
	Iteration 65Q: 3 clusters Score -7120257 nChanged 478
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -7120560.000000 Penalty: 5211.518066
	Iteration 66Q: 3 clusters Score -7120560 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -7120877.500000 Penalty: 5211.518066
	Iteration 67Q: 3 clusters Score -7120878 nChanged 521
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Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -7121147.000000 Penalty: 5211.518066
	Iteration 68Q: 3 clusters Score -7121147 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -7121356.500000 Penalty: 5211.518066
	Iteration 69Q: 3 clusters Score -7121356 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -7121544.500000 Penalty: 5211.518066
	Iteration 70Q: 3 clusters Score -7121544 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -7121738.500000 Penalty: 5211.518066
	Iteration 71Q: 3 clusters Score -7121738 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -7121900.000000 Penalty: 5211.518066
	Iteration 72Q: 3 clusters Score -7121900 nChanged 436
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Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -7122090.500000 Penalty: 5211.518066
	Iteration 73Q: 3 clusters Score -7122090 nChanged 451
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Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -7122266.500000 Penalty: 5211.518066
	Iteration 74Q: 3 clusters Score -7122266 nChanged 391
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Mstep: Class 1 contains 28377 members 
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Entering Unmasked Estep 
Score: -7122411.500000 Penalty: 5211.518066
	Iteration 75Q: 3 clusters Score -7122412 nChanged 405
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Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -7122619.000000 Penalty: 5211.518066
	Iteration 76Q: 3 clusters Score -7122619 nChanged 415
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Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -7122838.000000 Penalty: 5211.518066
	Iteration 77Q: 3 clusters Score -7122838 nChanged 382
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Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -7122952.000000 Penalty: 5211.518066
	Iteration 78Q: 3 clusters Score -7122952 nChanged 354
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Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7123090 nChanged 267
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Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -7123221.500000 Penalty: 5211.518066
	Iteration 80F: 3 clusters Score -7123222 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -7123340.500000 Penalty: 5211.518066
	Iteration 81Q: 3 clusters Score -7123340 nChanged 283
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Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -7123405.000000 Penalty: 5211.518066
	Iteration 82Q: 3 clusters Score -7123405 nChanged 237
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Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -7123497.500000 Penalty: 5211.518066
	Iteration 83Q: 3 clusters Score -7123498 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -7123567.000000 Penalty: 5211.518066
	Iteration 84Q: 3 clusters Score -7123567 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -7123599.500000 Penalty: 5211.518066
	Iteration 85Q: 3 clusters Score -7123600 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -7123626.500000 Penalty: 5211.518066
	Iteration 86Q: 3 clusters Score -7123626 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -7123647.000000 Penalty: 5211.518066
	Iteration 87Q: 3 clusters Score -7123647 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7123666 nChanged 82
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Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7123700 nChanged 57
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Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -7123727.000000 Penalty: 5211.518066
	Iteration 90Q: 3 clusters Score -7123727 nChanged 56
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Entering Unmasked Estep 
Score: -7123741.000000 Penalty: 5211.518066
	Iteration 91Q: 3 clusters Score -7123741 nChanged 48
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Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -7123744.500000 Penalty: 5211.518066
	Iteration 92Q: 3 clusters Score -7123744 nChanged 33
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Mstep: Class 1 contains 28012 members 
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Entering Unmasked Estep 
Score: -7123743.500000 Penalty: 5211.518066
	Iteration 93Q: 3 clusters Score -7123744 nChanged 31
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7123744 nChanged 15
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Entering Unmasked Estep 
Score: -7123754.000000 Penalty: 5211.518066
	Iteration 95Q: 3 clusters Score -7123754 nChanged 13
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Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7123751 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -7123763.500000 Penalty: 5211.518066
	Iteration 97Q: 3 clusters Score -7123764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -7123769.000000 Penalty: 5211.518066
	Iteration 98Q: 3 clusters Score -7123769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -7123773.000000 Penalty: 5211.518066
	Iteration 99Q: 3 clusters Score -7123773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -7123756.000000 Penalty: 5211.518066
	Iteration 100F: 3 clusters Score -7123756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -7123771.500000 Penalty: 5211.518066
	Iteration 101Q: 3 clusters Score -7123772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -7123774.000000 Penalty: 5211.518066
	Iteration 102Q: 3 clusters Score -7123774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -7123788.000000 Penalty: 5211.518066
	Iteration 103Q: 3 clusters Score -7123788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -7123793.000000 Penalty: 5211.518066
	Iteration 104Q: 3 clusters Score -7123793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -7123787.500000 Penalty: 5211.518066
	Iteration 105Q: 3 clusters Score -7123788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -7123779.500000 Penalty: 5211.518066
	Iteration 106Q: 3 clusters Score -7123780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -7123774.000000 Penalty: 5211.518066
	Iteration 107Q: 3 clusters Score -7123774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -7123765.500000 Penalty: 5211.518066
	Iteration 108Q: 3 clusters Score -7123766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -7123770.000000 Penalty: 5211.518066
	Iteration 109Q: 3 clusters Score -7123770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -7123770.000000 Penalty: 5211.518066
	Iteration 110F: 3 clusters Score -7123770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -7469071.500000 Penalty: 2617.841553
	Iteration 0F: 2 clusters Score -7469072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -7446860.000000 Penalty: 5235.683105
	Iteration 0F: 3 clusters Score -7446860 nChanged 17571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -7456456.000000 Penalty: 5235.683105
	Iteration 1F: 3 clusters Score -7456456 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7456894.000000 Penalty: 5235.683105
	Iteration 2Q: 3 clusters Score -7456894 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -7457353.000000 Penalty: 5235.683105
	Iteration 3Q: 3 clusters Score -7457353 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -7457877.000000 Penalty: 5235.683105
	Iteration 4Q: 3 clusters Score -7457877 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -7458507.500000 Penalty: 5235.683105
	Iteration 5Q: 3 clusters Score -7458508 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -7459303.500000 Penalty: 5235.683105
	Iteration 6Q: 3 clusters Score -7459304 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -7460284.000000 Penalty: 5235.683105
	Iteration 7F: 3 clusters Score -7460284 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -7461595.000000 Penalty: 5235.683105
	Iteration 8F: 3 clusters Score -7461595 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -7462943.500000 Penalty: 5235.683105
	Iteration 9F: 3 clusters Score -7462944 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -7464105.500000 Penalty: 5235.683105
	Iteration 10F: 3 clusters Score -7464106 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -7464949.000000 Penalty: 5235.683105
	Iteration 11Q: 3 clusters Score -7464949 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -7465558.500000 Penalty: 5235.683105
	Iteration 12Q: 3 clusters Score -7465558 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7465906.000000 Penalty: 5235.683105
	Iteration 13Q: 3 clusters Score -7465906 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -7466228.000000 Penalty: 5235.683105
	Iteration 14Q: 3 clusters Score -7466228 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -7466425.500000 Penalty: 5235.683105
	Iteration 15Q: 3 clusters Score -7466426 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -7466539.000000 Penalty: 5235.683105
	Iteration 16Q: 3 clusters Score -7466539 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -7466633.000000 Penalty: 5235.683105
	Iteration 17Q: 3 clusters Score -7466633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -7466692.000000 Penalty: 5235.683105
	Iteration 18Q: 3 clusters Score -7466692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -7466722.000000 Penalty: 5235.683105
	Iteration 19Q: 3 clusters Score -7466722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7466764.000000 Penalty: 5235.683105
	Iteration 20F: 3 clusters Score -7466764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -7466788.500000 Penalty: 5235.683105
	Iteration 21Q: 3 clusters Score -7466788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -7466798.000000 Penalty: 5235.683105
	Iteration 22Q: 3 clusters Score -7466798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -7466814.000000 Penalty: 5235.683105
	Iteration 23Q: 3 clusters Score -7466814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -7466810.000000 Penalty: 5235.683105
	Iteration 24Q: 3 clusters Score -7466810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -7466830.000000 Penalty: 5235.683105
	Iteration 25Q: 3 clusters Score -7466830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -7466822.500000 Penalty: 5235.683105
	Iteration 26Q: 3 clusters Score -7466822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -7466831.500000 Penalty: 5235.683105
	Iteration 27Q: 3 clusters Score -7466832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -7466842.000000 Penalty: 5235.683105
	Iteration 28Q: 3 clusters Score -7466842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -7466844.500000 Penalty: 5235.683105
	Iteration 29Q: 3 clusters Score -7466844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -7466865.000000 Penalty: 5235.683105
	Iteration 30Q: 3 clusters Score -7466865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -7466870.500000 Penalty: 5235.683105
	Iteration 31Q: 3 clusters Score -7466870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -7466863.500000 Penalty: 5235.683105
	Iteration 32Q: 3 clusters Score -7466864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7466866.000000 Penalty: 5235.683105
	Iteration 33Q: 3 clusters Score -7466866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7466870.000000 Penalty: 5235.683105
	Iteration 34Q: 3 clusters Score -7466870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -7466860.500000 Penalty: 5235.683105
	Iteration 35Q: 3 clusters Score -7466860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -7466868.500000 Penalty: 5235.683105
	Iteration 36Q: 3 clusters Score -7466868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -7466878.000000 Penalty: 5235.683105
	Iteration 37Q: 3 clusters Score -7466878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -7466880.500000 Penalty: 5235.683105
	Iteration 38Q: 3 clusters Score -7466880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -7466874.000000 Penalty: 5235.683105
	Iteration 39Q: 3 clusters Score -7466874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -7466874.000000 Penalty: 5235.683105
	Iteration 40F: 3 clusters Score -7466874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -34373.386719 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -34373.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33396.910156 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -33396.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33606.796875 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -33606.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33799.398438 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -33799.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33925.140625 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -33925.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33951.414062 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -33951.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33961.144531 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -33961.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33969.046875 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -33969.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33969.046875 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -33969.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -44569.496094 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -44569.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43255.652344 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -43255.65 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43576.660156 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -43576.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43698.835938 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -43698.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43794.140625 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -43794.14 nChanged 13
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: -43841.781250 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -43841.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43935.292969 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -43935.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44023.964844 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44023.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44045.863281 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44045.86 nChanged 1
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: -44049.089844 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44049.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44058.722656 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -44058.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44058.976562 Penalty: 3027.977295
	Iteration 10F: 3 clusters Score -44058.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44073.703125 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -44073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44075.093750 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -44075.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44075.093750 Penalty: 3027.977295
	Iteration 13F: 3 clusters Score -44075.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -220446.468750 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -220446.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -218366.375000 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -218366.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -218886.187500 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -218886.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -219140.906250 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -219140.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -219355.671875 Penalty: 3556.760742
	Iteration 3F: 3 clusters Score -219355.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219505.593750 Penalty: 3556.760742
	Iteration 4Q: 3 clusters Score -219505.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219624.687500 Penalty: 3556.760742
	Iteration 5Q: 3 clusters Score -219624.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -219693.828125 Penalty: 3556.760742
	Iteration 6Q: 3 clusters Score -219693.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -219747.343750 Penalty: 3556.760742
	Iteration 7Q: 3 clusters Score -219747.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -219777.671875 Penalty: 3556.760742
	Iteration 8Q: 3 clusters Score -219777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219790.671875 Penalty: 3556.760742
	Iteration 9Q: 3 clusters Score -219790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219801.343750 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -219801.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219813.390625 Penalty: 3556.760742
	Iteration 11Q: 3 clusters Score -219813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219823.515625 Penalty: 3556.760742
	Iteration 12Q: 3 clusters Score -219823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -219830.515625 Penalty: 3556.760742
	Iteration 13Q: 3 clusters Score -219830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219845.250000 Penalty: 3556.760742
	Iteration 14Q: 3 clusters Score -219845.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -219862.312500 Penalty: 3556.760742
	Iteration 15Q: 3 clusters Score -219862.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219875.687500 Penalty: 3556.760742
	Iteration 16Q: 3 clusters Score -219875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219889.656250 Penalty: 3556.760742
	Iteration 17Q: 3 clusters Score -219889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219897.953125 Penalty: 3556.760742
	Iteration 18Q: 3 clusters Score -219898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219900.859375 Penalty: 3556.760742
	Iteration 19Q: 3 clusters Score -219900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219901.781250 Penalty: 3556.760742
	Iteration 20F: 3 clusters Score -219901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219902.531250 Penalty: 3556.760742
	Iteration 21Q: 3 clusters Score -219902.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219902.531250 Penalty: 3556.760742
	Iteration 22F: 3 clusters Score -219902.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -223682.687500 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -223682.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -221549.000000 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -221549 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -222003.953125 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -222004 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -222232.765625 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -222232.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -222390.562500 Penalty: 3553.317627
	Iteration 3F: 3 clusters Score -222390.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222532.500000 Penalty: 3553.317627
	Iteration 4F: 3 clusters Score -222532.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -222658.281250 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -222658.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -222712.031250 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -222712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -222734.265625 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -222734.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -222758.312500 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -222758.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -222781.359375 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -222781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -222792.843750 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -222792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -222798.984375 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -222799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -222807.531250 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -222807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -222815.578125 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -222815.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -222819.921875 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -222819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -222826.671875 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -222826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -222827.609375 Penalty: 3553.317627
	Iteration 16Q: 3 clusters Score -222827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -222827.609375 Penalty: 3553.317627
	Iteration 17F: 3 clusters Score -222827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -505939.468750 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -505939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -502884.125000 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -502884.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -503437.812500 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -503437.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -503571.968750 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -503572 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -503647.718750 Penalty: 3918.347900
	Iteration 3Q: 3 clusters Score -503647.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -503696.843750 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -503696.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -503734.125000 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -503734.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -503771.125000 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -503771.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -503816.031250 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -503816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -503846.562500 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -503846.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -503875.250000 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -503875.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -503902.937500 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -503902.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -503924.906250 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -503924.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -503949.500000 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -503949.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -503967.593750 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -503967.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -503981.343750 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -503981.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -503998.343750 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -503998.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -504015.375000 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -504015.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -504038.593750 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -504038.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -504066.781250 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -504066.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -504088.406250 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -504088.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -504106.656250 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -504106.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -504134.781250 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -504134.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -504156.500000 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -504156.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -504171.656250 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -504171.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -504184.000000 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -504184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -504200.125000 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -504200.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -504209.968750 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -504210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -504217.281250 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -504217.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -504227.906250 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -504227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -504232.062500 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -504232.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -504238.000000 Penalty: 3918.347900
	Iteration 30Q: 3 clusters Score -504238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -504242.843750 Penalty: 3918.347900
	Iteration 31Q: 3 clusters Score -504242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -504245.531250 Penalty: 3918.347900
	Iteration 32Q: 3 clusters Score -504245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -504247.968750 Penalty: 3918.347900
	Iteration 33Q: 3 clusters Score -504248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -504250.250000 Penalty: 3918.347900
	Iteration 34Q: 3 clusters Score -504250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -504251.375000 Penalty: 3918.347900
	Iteration 35Q: 3 clusters Score -504251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -504252.031250 Penalty: 3918.347900
	Iteration 36Q: 3 clusters Score -504252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -504253.968750 Penalty: 3918.347900
	Iteration 37Q: 3 clusters Score -504254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -504255.687500 Penalty: 3918.347900
	Iteration 38Q: 3 clusters Score -504255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -504256.562500 Penalty: 3918.347900
	Iteration 39Q: 3 clusters Score -504256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -504257.125000 Penalty: 3918.347900
	Iteration 40F: 3 clusters Score -504257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -504258.562500 Penalty: 3918.347900
	Iteration 41Q: 3 clusters Score -504258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -504258.843750 Penalty: 3918.347900
	Iteration 42Q: 3 clusters Score -504258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -504260.156250 Penalty: 3918.347900
	Iteration 43Q: 3 clusters Score -504260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -504260.156250 Penalty: 3918.347900
	Iteration 44F: 3 clusters Score -504260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (43308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Entering Unmasked Estep 
Score: -8499854.000000 Penalty: 2647.671143
	Iteration 0F: 2 clusters Score -8499854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -8470988.000000 Penalty: 5295.342285
	Iteration 0F: 3 clusters Score -8470988 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -8481781.000000 Penalty: 5295.342285
	Iteration 1F: 3 clusters Score -8481781 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8482227.000000 Penalty: 5295.342285
	Iteration 2Q: 3 clusters Score -8482227 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -8482638.000000 Penalty: 5295.342285
	Iteration 3Q: 3 clusters Score -8482638 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8482944.000000 Penalty: 5295.342285
	Iteration 4Q: 3 clusters Score -8482944 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8483236.000000 Penalty: 5295.342285
	Iteration 5Q: 3 clusters Score -8483236 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8483453.000000 Penalty: 5295.342285
	Iteration 6Q: 3 clusters Score -8483453 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -8483733.000000 Penalty: 5295.342285
	Iteration 7Q: 3 clusters Score -8483733 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -8484105.000000 Penalty: 5295.342285
	Iteration 8Q: 3 clusters Score -8484105 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -8484515.000000 Penalty: 5295.342285
	Iteration 9Q: 3 clusters Score -8484515 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -8485141.000000 Penalty: 5295.342285
	Iteration 10Q: 3 clusters Score -8485141 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -8486010.000000 Penalty: 5295.342285
	Iteration 11Q: 3 clusters Score -8486010 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -8487161.000000 Penalty: 5295.342285
	Iteration 12F: 3 clusters Score -8487161 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -8488837.000000 Penalty: 5295.342285
	Iteration 13F: 3 clusters Score -8488837 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -8490739.000000 Penalty: 5295.342285
	Iteration 14F: 3 clusters Score -8490739 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -8492754.000000 Penalty: 5295.342285
	Iteration 15F: 3 clusters Score -8492754 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8494544.000000 Penalty: 5295.342285
	Iteration 16Q: 3 clusters Score -8494544 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -8495832.000000 Penalty: 5295.342285
	Iteration 17Q: 3 clusters Score -8495832 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -8496553.000000 Penalty: 5295.342285
	Iteration 18Q: 3 clusters Score -8496553 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8496950.000000 Penalty: 5295.342285
	Iteration 19Q: 3 clusters Score -8496950 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -8497179.000000 Penalty: 5295.342285
	Iteration 20F: 3 clusters Score -8497179 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -8497350.000000 Penalty: 5295.342285
	Iteration 21Q: 3 clusters Score -8497350 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8497445.000000 Penalty: 5295.342285
	Iteration 22Q: 3 clusters Score -8497445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -8497524.000000 Penalty: 5295.342285
	Iteration 23Q: 3 clusters Score -8497524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8497574.000000 Penalty: 5295.342285
	Iteration 24Q: 3 clusters Score -8497574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -8497603.000000 Penalty: 5295.342285
	Iteration 25Q: 3 clusters Score -8497603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8497638.000000 Penalty: 5295.342285
	Iteration 26Q: 3 clusters Score -8497638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -8497639.000000 Penalty: 5295.342285
	Iteration 27Q: 3 clusters Score -8497639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -8497650.000000 Penalty: 5295.342285
	Iteration 28Q: 3 clusters Score -8497650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8497671.000000 Penalty: 5295.342285
	Iteration 29Q: 3 clusters Score -8497671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -8497679.000000 Penalty: 5295.342285
	Iteration 30Q: 3 clusters Score -8497679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -8497681.000000 Penalty: 5295.342285
	Iteration 31Q: 3 clusters Score -8497681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -8497683.000000 Penalty: 5295.342285
	Iteration 32Q: 3 clusters Score -8497683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8497688.000000 Penalty: 5295.342285
	Iteration 33Q: 3 clusters Score -8497688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8497688.000000 Penalty: 5295.342285
	Iteration 34F: 3 clusters Score -8497688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -49803.867188 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -49803.87 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 184 members 
Entering Unmasked Estep 
Score: -48468.058594 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -48468.06 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48760.843750 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -48760.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -48928.734375 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -48928.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -48967.160156 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -48967.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49017.500000 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -49017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49037.414062 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -49037.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -49051.242188 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -49051.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49053.121094 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -49053.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49053.121094 Penalty: 2950.225586
	Iteration 8F: 3 clusters Score -49053.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Entering Unmasked Estep 
Score: -3445694.500000 Penalty: 2409.451660
	Iteration 0F: 2 clusters Score -3445694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3434345.250000 Penalty: 4818.903320
	Iteration 0F: 3 clusters Score -3434345 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3438179.250000 Penalty: 4818.903320
	Iteration 1F: 3 clusters Score -3438179 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3438636.500000 Penalty: 4818.903320
	Iteration 2F: 3 clusters Score -3438636 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3438995.000000 Penalty: 4818.903320
	Iteration 3Q: 3 clusters Score -3438995 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3439373.000000 Penalty: 4818.903320
	Iteration 4Q: 3 clusters Score -3439373 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3439755.500000 Penalty: 4818.903320
	Iteration 5Q: 3 clusters Score -3439756 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3440185.500000 Penalty: 4818.903320
	Iteration 6Q: 3 clusters Score -3440186 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3440636.250000 Penalty: 4818.903320
	Iteration 7Q: 3 clusters Score -3440636 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3441088.250000 Penalty: 4818.903320
	Iteration 8Q: 3 clusters Score -3441088 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3441571.500000 Penalty: 4818.903320
	Iteration 9Q: 3 clusters Score -3441572 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3442018.750000 Penalty: 4818.903320
	Iteration 10Q: 3 clusters Score -3442019 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3442360.000000 Penalty: 4818.903320
	Iteration 11Q: 3 clusters Score -3442360 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3442635.250000 Penalty: 4818.903320
	Iteration 12Q: 3 clusters Score -3442635 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3442833.500000 Penalty: 4818.903320
	Iteration 13Q: 3 clusters Score -3442834 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3443026.000000 Penalty: 4818.903320
	Iteration 14Q: 3 clusters Score -3443026 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3443153.500000 Penalty: 4818.903320
	Iteration 15Q: 3 clusters Score -3443154 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3443273.250000 Penalty: 4818.903320
	Iteration 16Q: 3 clusters Score -3443273 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3443330.000000 Penalty: 4818.903320
	Iteration 17Q: 3 clusters Score -3443330 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3443380.500000 Penalty: 4818.903320
	Iteration 18Q: 3 clusters Score -3443380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3443452.250000 Penalty: 4818.903320
	Iteration 19Q: 3 clusters Score -3443452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3443497.000000 Penalty: 4818.903320
	Iteration 20F: 3 clusters Score -3443497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3443531.000000 Penalty: 4818.903320
	Iteration 21Q: 3 clusters Score -3443531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3443560.250000 Penalty: 4818.903320
	Iteration 22Q: 3 clusters Score -3443560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3443597.500000 Penalty: 4818.903320
	Iteration 23Q: 3 clusters Score -3443598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3443608.750000 Penalty: 4818.903320
	Iteration 24Q: 3 clusters Score -3443609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3443617.750000 Penalty: 4818.903320
	Iteration 25Q: 3 clusters Score -3443618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3443635.500000 Penalty: 4818.903320
	Iteration 26Q: 3 clusters Score -3443636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3443633.500000 Penalty: 4818.903320
	Iteration 27Q: 3 clusters Score -3443634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3443644.500000 Penalty: 4818.903320
	Iteration 28Q: 3 clusters Score -3443644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3443655.250000 Penalty: 4818.903320
	Iteration 29Q: 3 clusters Score -3443655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3443655.500000 Penalty: 4818.903320
	Iteration 30Q: 3 clusters Score -3443656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3443661.250000 Penalty: 4818.903320
	Iteration 31Q: 3 clusters Score -3443661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3443667.000000 Penalty: 4818.903320
	Iteration 32Q: 3 clusters Score -3443667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3443671.000000 Penalty: 4818.903320
	Iteration 33Q: 3 clusters Score -3443671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3443672.750000 Penalty: 4818.903320
	Iteration 34Q: 3 clusters Score -3443673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3443678.500000 Penalty: 4818.903320
	Iteration 35Q: 3 clusters Score -3443678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3443676.250000 Penalty: 4818.903320
	Iteration 36Q: 3 clusters Score -3443676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3443685.250000 Penalty: 4818.903320
	Iteration 37Q: 3 clusters Score -3443685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3443684.500000 Penalty: 4818.903320
	Iteration 38Q: 3 clusters Score -3443684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3443683.250000 Penalty: 4818.903320
	Iteration 39Q: 3 clusters Score -3443683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3443686.500000 Penalty: 4818.903320
	Iteration 40F: 3 clusters Score -3443686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3443686.500000 Penalty: 4818.903320
	Iteration 41Q: 3 clusters Score -3443686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3443688.500000 Penalty: 4818.903320
	Iteration 42Q: 3 clusters Score -3443688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3443691.000000 Penalty: 4818.903320
	Iteration 43Q: 3 clusters Score -3443691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3443688.250000 Penalty: 4818.903320
	Iteration 44Q: 3 clusters Score -3443688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3443695.500000 Penalty: 4818.903320
	Iteration 45Q: 3 clusters Score -3443696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3443699.000000 Penalty: 4818.903320
	Iteration 46Q: 3 clusters Score -3443699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3443702.000000 Penalty: 4818.903320
	Iteration 47Q: 3 clusters Score -3443702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3443707.500000 Penalty: 4818.903320
	Iteration 48Q: 3 clusters Score -3443708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3443712.750000 Penalty: 4818.903320
	Iteration 49Q: 3 clusters Score -3443713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3443709.750000 Penalty: 4818.903320
	Iteration 50Q: 3 clusters Score -3443710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3443712.750000 Penalty: 4818.903320
	Iteration 51Q: 3 clusters Score -3443713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3443713.500000 Penalty: 4818.903320
	Iteration 52Q: 3 clusters Score -3443714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3443709.750000 Penalty: 4818.903320
	Iteration 53Q: 3 clusters Score -3443710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3443715.000000 Penalty: 4818.903320
	Iteration 54Q: 3 clusters Score -3443715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3443715.750000 Penalty: 4818.903320
	Iteration 55Q: 3 clusters Score -3443716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3443715.750000 Penalty: 4818.903320
	Iteration 56F: 3 clusters Score -3443716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Entering Unmasked Estep 
Score: -2826064.000000 Penalty: 2358.461670
	Iteration 0F: 2 clusters Score -2826064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2816401.750000 Penalty: 4716.923340
	Iteration 0F: 3 clusters Score -2816402 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2819411.250000 Penalty: 4716.923340
	Iteration 1F: 3 clusters Score -2819411 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2819706.500000 Penalty: 4716.923340
	Iteration 2F: 3 clusters Score -2819706 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2819937.000000 Penalty: 4716.923340
	Iteration 3Q: 3 clusters Score -2819937 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2820120.250000 Penalty: 4716.923340
	Iteration 4Q: 3 clusters Score -2820120 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2820298.000000 Penalty: 4716.923340
	Iteration 5Q: 3 clusters Score -2820298 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2820458.500000 Penalty: 4716.923340
	Iteration 6Q: 3 clusters Score -2820458 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2820632.000000 Penalty: 4716.923340
	Iteration 7Q: 3 clusters Score -2820632 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2820833.750000 Penalty: 4716.923340
	Iteration 8Q: 3 clusters Score -2820834 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2821046.250000 Penalty: 4716.923340
	Iteration 9Q: 3 clusters Score -2821046 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2821314.250000 Penalty: 4716.923340
	Iteration 10Q: 3 clusters Score -2821314 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2821632.750000 Penalty: 4716.923340
	Iteration 11Q: 3 clusters Score -2821633 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2821997.000000 Penalty: 4716.923340
	Iteration 12Q: 3 clusters Score -2821997 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2822438.000000 Penalty: 4716.923340
	Iteration 13Q: 3 clusters Score -2822438 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2822875.500000 Penalty: 4716.923340
	Iteration 14Q: 3 clusters Score -2822876 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2823208.250000 Penalty: 4716.923340
	Iteration 15Q: 3 clusters Score -2823208 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2823457.500000 Penalty: 4716.923340
	Iteration 16Q: 3 clusters Score -2823458 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2823631.750000 Penalty: 4716.923340
	Iteration 17Q: 3 clusters Score -2823632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2823745.250000 Penalty: 4716.923340
	Iteration 18Q: 3 clusters Score -2823745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2823833.250000 Penalty: 4716.923340
	Iteration 19Q: 3 clusters Score -2823833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2823884.750000 Penalty: 4716.923340
	Iteration 20F: 3 clusters Score -2823885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2823903.500000 Penalty: 4716.923340
	Iteration 21Q: 3 clusters Score -2823904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2823923.000000 Penalty: 4716.923340
	Iteration 22Q: 3 clusters Score -2823923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2823937.000000 Penalty: 4716.923340
	Iteration 23Q: 3 clusters Score -2823937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2823948.500000 Penalty: 4716.923340
	Iteration 24Q: 3 clusters Score -2823948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2823958.250000 Penalty: 4716.923340
	Iteration 25Q: 3 clusters Score -2823958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2823961.250000 Penalty: 4716.923340
	Iteration 26Q: 3 clusters Score -2823961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2823972.500000 Penalty: 4716.923340
	Iteration 27Q: 3 clusters Score -2823972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2823968.000000 Penalty: 4716.923340
	Iteration 28Q: 3 clusters Score -2823968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2823968.000000 Penalty: 4716.923340
	Iteration 29F: 3 clusters Score -2823968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -1311215.625000 Penalty: 2184.808838
	Iteration 0F: 2 clusters Score -1311216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1305640.125000 Penalty: 4369.617676
	Iteration 0F: 3 clusters Score -1305640 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1307162.500000 Penalty: 4369.617676
	Iteration 1F: 3 clusters Score -1307162 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1307530.375000 Penalty: 4369.617676
	Iteration 2F: 3 clusters Score -1307530 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1307852.500000 Penalty: 4369.617676
	Iteration 3F: 3 clusters Score -1307852 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1308130.625000 Penalty: 4369.617676
	Iteration 4F: 3 clusters Score -1308131 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1308374.875000 Penalty: 4369.617676
	Iteration 5F: 3 clusters Score -1308375 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1308572.750000 Penalty: 4369.617676
	Iteration 6Q: 3 clusters Score -1308573 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1308724.500000 Penalty: 4369.617676
	Iteration 7Q: 3 clusters Score -1308724 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1308849.000000 Penalty: 4369.617676
	Iteration 8Q: 3 clusters Score -1308849 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1308963.875000 Penalty: 4369.617676
	Iteration 9Q: 3 clusters Score -1308964 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1309066.500000 Penalty: 4369.617676
	Iteration 10Q: 3 clusters Score -1309066 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1309145.500000 Penalty: 4369.617676
	Iteration 11Q: 3 clusters Score -1309146 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1309219.000000 Penalty: 4369.617676
	Iteration 12Q: 3 clusters Score -1309219 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1309287.250000 Penalty: 4369.617676
	Iteration 13Q: 3 clusters Score -1309287 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1309351.250000 Penalty: 4369.617676
	Iteration 14Q: 3 clusters Score -1309351 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1309402.250000 Penalty: 4369.617676
	Iteration 15Q: 3 clusters Score -1309402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1309438.625000 Penalty: 4369.617676
	Iteration 16Q: 3 clusters Score -1309439 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1309473.500000 Penalty: 4369.617676
	Iteration 17Q: 3 clusters Score -1309474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1309496.125000 Penalty: 4369.617676
	Iteration 18Q: 3 clusters Score -1309496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1309511.750000 Penalty: 4369.617676
	Iteration 19Q: 3 clusters Score -1309512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1309528.750000 Penalty: 4369.617676
	Iteration 20F: 3 clusters Score -1309529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1309534.125000 Penalty: 4369.617676
	Iteration 21Q: 3 clusters Score -1309534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1309545.375000 Penalty: 4369.617676
	Iteration 22Q: 3 clusters Score -1309545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1309549.375000 Penalty: 4369.617676
	Iteration 23Q: 3 clusters Score -1309549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1309554.500000 Penalty: 4369.617676
	Iteration 24Q: 3 clusters Score -1309554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1309559.000000 Penalty: 4369.617676
	Iteration 25Q: 3 clusters Score -1309559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1309560.375000 Penalty: 4369.617676
	Iteration 26Q: 3 clusters Score -1309560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1309561.250000 Penalty: 4369.617676
	Iteration 27Q: 3 clusters Score -1309561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1309565.000000 Penalty: 4369.617676
	Iteration 28Q: 3 clusters Score -1309565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1309567.250000 Penalty: 4369.617676
	Iteration 29Q: 3 clusters Score -1309567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1309569.625000 Penalty: 4369.617676
	Iteration 30Q: 3 clusters Score -1309570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1309568.250000 Penalty: 4369.617676
	Iteration 31Q: 3 clusters Score -1309568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1309572.625000 Penalty: 4369.617676
	Iteration 32Q: 3 clusters Score -1309573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1309575.250000 Penalty: 4369.617676
	Iteration 33Q: 3 clusters Score -1309575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1309576.875000 Penalty: 4369.617676
	Iteration 34Q: 3 clusters Score -1309577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1309580.125000 Penalty: 4369.617676
	Iteration 35Q: 3 clusters Score -1309580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1309579.250000 Penalty: 4369.617676
	Iteration 36Q: 3 clusters Score -1309579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1309583.750000 Penalty: 4369.617676
	Iteration 37Q: 3 clusters Score -1309584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1309585.750000 Penalty: 4369.617676
	Iteration 38Q: 3 clusters Score -1309586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1309583.625000 Penalty: 4369.617676
	Iteration 39Q: 3 clusters Score -1309584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1309586.500000 Penalty: 4369.617676
	Iteration 40F: 3 clusters Score -1309586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1309587.875000 Penalty: 4369.617676
	Iteration 41Q: 3 clusters Score -1309588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1309591.625000 Penalty: 4369.617676
	Iteration 42Q: 3 clusters Score -1309592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1309597.625000 Penalty: 4369.617676
	Iteration 43Q: 3 clusters Score -1309598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1309595.875000 Penalty: 4369.617676
	Iteration 44Q: 3 clusters Score -1309596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1309597.125000 Penalty: 4369.617676
	Iteration 45Q: 3 clusters Score -1309597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1309596.875000 Penalty: 4369.617676
	Iteration 46Q: 3 clusters Score -1309597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1309596.875000 Penalty: 4369.617676
	Iteration 47F: 3 clusters Score -1309597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Entering Unmasked Estep 
Score: -8058668.000000 Penalty: 2636.550781
	Iteration 0F: 2 clusters Score -8058668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -8035152.500000 Penalty: 5273.101562
	Iteration 0F: 3 clusters Score -8035152 nChanged 18951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -8045618.500000 Penalty: 5273.101562
	Iteration 1F: 3 clusters Score -8045618 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -8046176.500000 Penalty: 5273.101562
	Iteration 2Q: 3 clusters Score -8046176 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -8046671.500000 Penalty: 5273.101562
	Iteration 3Q: 3 clusters Score -8046672 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -8047362.500000 Penalty: 5273.101562
	Iteration 4Q: 3 clusters Score -8047362 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -8048396.000000 Penalty: 5273.101562
	Iteration 5F: 3 clusters Score -8048396 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -8049635.500000 Penalty: 5273.101562
	Iteration 6F: 3 clusters Score -8049636 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -8051117.000000 Penalty: 5273.101562
	Iteration 7F: 3 clusters Score -8051117 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -8052581.500000 Penalty: 5273.101562
	Iteration 8F: 3 clusters Score -8052582 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8053776.500000 Penalty: 5273.101562
	Iteration 9F: 3 clusters Score -8053776 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8054752.500000 Penalty: 5273.101562
	Iteration 10Q: 3 clusters Score -8054752 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8055357.000000 Penalty: 5273.101562
	Iteration 11Q: 3 clusters Score -8055357 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8055774.000000 Penalty: 5273.101562
	Iteration 12Q: 3 clusters Score -8055774 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8056004.000000 Penalty: 5273.101562
	Iteration 13Q: 3 clusters Score -8056004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8056118.000000 Penalty: 5273.101562
	Iteration 14Q: 3 clusters Score -8056118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8056191.500000 Penalty: 5273.101562
	Iteration 15Q: 3 clusters Score -8056192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8056227.000000 Penalty: 5273.101562
	Iteration 16Q: 3 clusters Score -8056227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8056247.500000 Penalty: 5273.101562
	Iteration 17Q: 3 clusters Score -8056248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8056273.500000 Penalty: 5273.101562
	Iteration 18Q: 3 clusters Score -8056274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8056303.000000 Penalty: 5273.101562
	Iteration 19Q: 3 clusters Score -8056303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8056324.000000 Penalty: 5273.101562
	Iteration 20F: 3 clusters Score -8056324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8056344.000000 Penalty: 5273.101562
	Iteration 21Q: 3 clusters Score -8056344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8056339.000000 Penalty: 5273.101562
	Iteration 22Q: 3 clusters Score -8056339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8056345.500000 Penalty: 5273.101562
	Iteration 23Q: 3 clusters Score -8056346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8056349.500000 Penalty: 5273.101562
	Iteration 24Q: 3 clusters Score -8056350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8056358.500000 Penalty: 5273.101562
	Iteration 25Q: 3 clusters Score -8056358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8056363.000000 Penalty: 5273.101562
	Iteration 26Q: 3 clusters Score -8056363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8056362.500000 Penalty: 5273.101562
	Iteration 27Q: 3 clusters Score -8056362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8056372.000000 Penalty: 5273.101562
	Iteration 28Q: 3 clusters Score -8056372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8056379.000000 Penalty: 5273.101562
	Iteration 29Q: 3 clusters Score -8056379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8056379.000000 Penalty: 5273.101562
	Iteration 30F: 3 clusters Score -8056379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -177217.359375 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -177217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175423.578125 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -175423.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -176276.656250 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -176276.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -176919.265625 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -176919.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -177270.656250 Penalty: 3465.336914
	Iteration 3F: 3 clusters Score -177270.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -177439.093750 Penalty: 3465.336914
	Iteration 4Q: 3 clusters Score -177439.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -177549.968750 Penalty: 3465.336914
	Iteration 5Q: 3 clusters Score -177550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -177645.546875 Penalty: 3465.336914
	Iteration 6Q: 3 clusters Score -177645.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -177703.328125 Penalty: 3465.336914
	Iteration 7Q: 3 clusters Score -177703.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -177734.218750 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -177734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -177745.593750 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -177745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -177746.046875 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -177746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -177746.796875 Penalty: 3465.336914
	Iteration 11Q: 3 clusters Score -177746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -177748.515625 Penalty: 3465.336914
	Iteration 12F: 3 clusters Score -177748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -177754.640625 Penalty: 3465.336914
	Iteration 13Q: 3 clusters Score -177754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -177762.390625 Penalty: 3465.336914
	Iteration 14Q: 3 clusters Score -177762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -177771.171875 Penalty: 3465.336914
	Iteration 15Q: 3 clusters Score -177771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -177783.312500 Penalty: 3465.336914
	Iteration 16Q: 3 clusters Score -177783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -177788.109375 Penalty: 3465.336914
	Iteration 17Q: 3 clusters Score -177788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -177788.718750 Penalty: 3465.336914
	Iteration 18Q: 3 clusters Score -177788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -177791.000000 Penalty: 3465.336914
	Iteration 19Q: 3 clusters Score -177791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -177796.250000 Penalty: 3465.336914
	Iteration 20F: 3 clusters Score -177796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -177802.625000 Penalty: 3465.336914
	Iteration 21Q: 3 clusters Score -177802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -177806.296875 Penalty: 3465.336914
	Iteration 22Q: 3 clusters Score -177806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -177808.171875 Penalty: 3465.336914
	Iteration 23Q: 3 clusters Score -177808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -177810.187500 Penalty: 3465.336914
	Iteration 24Q: 3 clusters Score -177810.2 nChanged 2
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: -177812.515625 Penalty: 3465.336914
	Iteration 25Q: 3 clusters Score -177812.5 nChanged 0
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: -177812.515625 Penalty: 3465.336914
	Iteration 26F: 3 clusters Score -177812.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 37989 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28400 members 
Mstep: Class 14 contains 56026 members 
Mstep: Class 15 contains 18340 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 40328 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 15277 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19424 members 
Mstep: Class 28 contains 28410 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17167 members 
Mstep: Class 32 contains 18715 members 
Mstep: Class 33 contains 4775 members 
Mstep: Class 34 contains 34186 members 
Mstep: Class 35 contains 36574 members 
Mstep: Class 36 contains 38400 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43308 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16573 members 
Mstep: Class 45 contains 13493 members 
Mstep: Class 46 contains 6699 members 
Mstep: Class 47 contains 41409 members 
Mstep: Class 48 contains 570 members 
Mstep: Class 49 contains 17074 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17591 members 
Mstep: Class 57 contains 21480 members 
Mstep: Class 58 contains 2057 members 
Mstep: Class 59 contains 36432 members 
Mstep: Class 60 contains 39037 members 
Mstep: Class 61 contains 19627 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 15203 members 
Mstep: Class 65 contains 512 members 
Entering Unmasked Estep 
Score: -161340416.000000 Penalty: 219872.796875
Splitting cluster 48 changes total score from -161340752.000000 to -161340416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (17074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Entering Unmasked Estep 
Score: -3407521.750000 Penalty: 2416.837402
	Iteration 0F: 2 clusters Score -3407522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3395806.250000 Penalty: 4833.674805
	Iteration 0F: 3 clusters Score -3395806 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3399723.250000 Penalty: 4833.674805
	Iteration 1F: 3 clusters Score -3399723 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3400044.500000 Penalty: 4833.674805
	Iteration 2F: 3 clusters Score -3400044 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3400282.750000 Penalty: 4833.674805
	Iteration 3Q: 3 clusters Score -3400283 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3400486.750000 Penalty: 4833.674805
	Iteration 4Q: 3 clusters Score -3400487 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3400705.500000 Penalty: 4833.674805
	Iteration 5Q: 3 clusters Score -3400706 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3400868.750000 Penalty: 4833.674805
	Iteration 6Q: 3 clusters Score -3400869 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3401034.250000 Penalty: 4833.674805
	Iteration 7Q: 3 clusters Score -3401034 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3401229.750000 Penalty: 4833.674805
	Iteration 8Q: 3 clusters Score -3401230 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3401502.250000 Penalty: 4833.674805
	Iteration 9Q: 3 clusters Score -3401502 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3401819.000000 Penalty: 4833.674805
	Iteration 10Q: 3 clusters Score -3401819 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3402182.750000 Penalty: 4833.674805
	Iteration 11Q: 3 clusters Score -3402183 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3402624.000000 Penalty: 4833.674805
	Iteration 12Q: 3 clusters Score -3402624 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3403160.250000 Penalty: 4833.674805
	Iteration 13Q: 3 clusters Score -3403160 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3403685.750000 Penalty: 4833.674805
	Iteration 14Q: 3 clusters Score -3403686 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3404198.500000 Penalty: 4833.674805
	Iteration 15Q: 3 clusters Score -3404198 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3404604.000000 Penalty: 4833.674805
	Iteration 16Q: 3 clusters Score -3404604 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3404881.750000 Penalty: 4833.674805
	Iteration 17Q: 3 clusters Score -3404882 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3405093.250000 Penalty: 4833.674805
	Iteration 18Q: 3 clusters Score -3405093 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3405220.250000 Penalty: 4833.674805
	Iteration 19Q: 3 clusters Score -3405220 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3405317.750000 Penalty: 4833.674805
	Iteration 20F: 3 clusters Score -3405318 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3405379.750000 Penalty: 4833.674805
	Iteration 21Q: 3 clusters Score -3405380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3405425.000000 Penalty: 4833.674805
	Iteration 22Q: 3 clusters Score -3405425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3405465.500000 Penalty: 4833.674805
	Iteration 23Q: 3 clusters Score -3405466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3405499.000000 Penalty: 4833.674805
	Iteration 24Q: 3 clusters Score -3405499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3405516.500000 Penalty: 4833.674805
	Iteration 25Q: 3 clusters Score -3405516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3405534.250000 Penalty: 4833.674805
	Iteration 26Q: 3 clusters Score -3405534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3405553.500000 Penalty: 4833.674805
	Iteration 27Q: 3 clusters Score -3405554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3405556.750000 Penalty: 4833.674805
	Iteration 28Q: 3 clusters Score -3405557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3405560.000000 Penalty: 4833.674805
	Iteration 29Q: 3 clusters Score -3405560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3405564.500000 Penalty: 4833.674805
	Iteration 30Q: 3 clusters Score -3405564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3405572.000000 Penalty: 4833.674805
	Iteration 31Q: 3 clusters Score -3405572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3405573.500000 Penalty: 4833.674805
	Iteration 32Q: 3 clusters Score -3405574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3405573.000000 Penalty: 4833.674805
	Iteration 33Q: 3 clusters Score -3405573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3405574.750000 Penalty: 4833.674805
	Iteration 34Q: 3 clusters Score -3405575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3405574.750000 Penalty: 4833.674805
	Iteration 35F: 3 clusters Score -3405575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 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 188 members 
Entering Unmasked Estep 
Score: -20016.957031 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20016.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20309.189453 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20309.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20448.126953 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -20448.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20640.115234 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -20640.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20941.808594 Penalty: 2892.613770
	Iteration 4F: 3 clusters Score -20941.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21053.173828 Penalty: 2892.613770
	Iteration 5F: 3 clusters Score -21053.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21094.273438 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -21094.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21110.667969 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -21110.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21129.935547 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -21129.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21179.847656 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -21179.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21224.757812 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -21224.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21256.109375 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -21256.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21263.617188 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -21263.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21296.628906 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -21296.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21300.925781 Penalty: 2892.613770
	Iteration 14F: 3 clusters Score -21300.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21320.406250 Penalty: 2892.613770
	Iteration 15Q: 3 clusters Score -21320.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21328.125000 Penalty: 2892.613770
	Iteration 16Q: 3 clusters Score -21328.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21342.937500 Penalty: 2892.613770
	Iteration 17Q: 3 clusters Score -21342.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21417.505859 Penalty: 2892.613770
	Iteration 18Q: 3 clusters Score -21417.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21470.878906 Penalty: 2892.613770
	Iteration 19Q: 3 clusters Score -21470.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21486.035156 Penalty: 2892.613770
	Iteration 20F: 3 clusters Score -21486.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21488.015625 Penalty: 2892.613770
	Iteration 21Q: 3 clusters Score -21488.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21497.880859 Penalty: 2892.613770
	Iteration 22Q: 3 clusters Score -21497.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21512.833984 Penalty: 2892.613770
	Iteration 23Q: 3 clusters Score -21512.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21519.994141 Penalty: 2892.613770
	Iteration 24Q: 3 clusters Score -21519.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21522.591797 Penalty: 2892.613770
	Iteration 25F: 3 clusters Score -21522.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21554.310547 Penalty: 2892.613770
	Iteration 26Q: 3 clusters Score -21554.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21561.863281 Penalty: 2892.613770
	Iteration 27Q: 3 clusters Score -21561.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21569.619141 Penalty: 2892.613770
	Iteration 28Q: 3 clusters Score -21569.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21569.619141 Penalty: 2892.613770
	Iteration 29F: 3 clusters Score -21569.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 37989 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28400 members 
Mstep: Class 14 contains 56026 members 
Mstep: Class 15 contains 18340 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 40328 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 15277 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19424 members 
Mstep: Class 28 contains 28410 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17167 members 
Mstep: Class 32 contains 18715 members 
Mstep: Class 33 contains 4775 members 
Mstep: Class 34 contains 34186 members 
Mstep: Class 35 contains 36574 members 
Mstep: Class 36 contains 38400 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43308 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16573 members 
Mstep: Class 45 contains 13493 members 
Mstep: Class 46 contains 6699 members 
Mstep: Class 47 contains 41409 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17074 members 
Mstep: Class 50 contains 223 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17591 members 
Mstep: Class 57 contains 21480 members 
Mstep: Class 58 contains 2057 members 
Mstep: Class 59 contains 36432 members 
Mstep: Class 60 contains 39037 members 
Mstep: Class 61 contains 19627 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 15203 members 
Mstep: Class 65 contains 118 members 
Entering Unmasked Estep 
Score: -161339792.000000 Penalty: 219872.796875
Splitting cluster 50 changes total score from -161340752.000000 to -161339792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -111558.648438 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -111558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109904.382812 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -109904.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -110151.218750 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -110151.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110287.304688 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -110287.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -110395.796875 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -110395.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110517.875000 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -110517.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110645.210938 Penalty: 3226.126953
	Iteration 5F: 3 clusters Score -110645.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110702.515625 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -110702.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110731.320312 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -110731.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110754.203125 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -110754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110773.437500 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -110773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110800.148438 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -110800.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110817.781250 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -110817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110830.765625 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -110830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110837.539062 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -110837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -110841.820312 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -110841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -110844.945312 Penalty: 3226.126953
	Iteration 15Q: 3 clusters Score -110844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -110846.398438 Penalty: 3226.126953
	Iteration 16Q: 3 clusters Score -110846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110848.390625 Penalty: 3226.126953
	Iteration 17Q: 3 clusters Score -110848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -110851.382812 Penalty: 3226.126953
	Iteration 18Q: 3 clusters Score -110851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110855.640625 Penalty: 3226.126953
	Iteration 19Q: 3 clusters Score -110855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110858.968750 Penalty: 3226.126953
	Iteration 20F: 3 clusters Score -110859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -117293.453125 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -117293.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -115655.046875 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -115655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -115895.296875 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -115895.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -115971.726562 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -115971.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -116017.468750 Penalty: 3200.216309
	Iteration 3Q: 3 clusters Score -116017.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -116045.203125 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -116045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -116076.500000 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -116076.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -116098.734375 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -116098.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -116126.382812 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -116126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -116169.953125 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -116170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -116204.460938 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -116204.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -116240.531250 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -116240.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -116307.468750 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -116307.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -116375.414062 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -116375.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -116453.507812 Penalty: 3200.216309
	Iteration 13Q: 3 clusters Score -116453.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -116536.453125 Penalty: 3200.216309
	Iteration 14Q: 3 clusters Score -116536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -116579.015625 Penalty: 3200.216309
	Iteration 15Q: 3 clusters Score -116579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -116626.085938 Penalty: 3200.216309
	Iteration 16Q: 3 clusters Score -116626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -116653.062500 Penalty: 3200.216309
	Iteration 17Q: 3 clusters Score -116653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -116663.757812 Penalty: 3200.216309
	Iteration 18Q: 3 clusters Score -116663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -116679.554688 Penalty: 3200.216309
	Iteration 19Q: 3 clusters Score -116679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -116692.031250 Penalty: 3200.216309
	Iteration 20F: 3 clusters Score -116692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -116715.812500 Penalty: 3200.216309
	Iteration 21Q: 3 clusters Score -116715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -116724.289062 Penalty: 3200.216309
	Iteration 22Q: 3 clusters Score -116724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -116733.593750 Penalty: 3200.216309
	Iteration 23Q: 3 clusters Score -116733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -116735.976562 Penalty: 3200.216309
	Iteration 24Q: 3 clusters Score -116736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -116735.976562 Penalty: 3200.216309
	Iteration 25F: 3 clusters Score -116736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Entering Unmasked Estep 
Score: -835206.562500 Penalty: 2083.975830
	Iteration 0F: 2 clusters Score -835206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -831115.500000 Penalty: 4167.951660
	Iteration 0F: 3 clusters Score -831115.5 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -832425.000000 Penalty: 4167.951660
	Iteration 1F: 3 clusters Score -832425 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -832902.500000 Penalty: 4167.951660
	Iteration 2F: 3 clusters Score -832902.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -833144.500000 Penalty: 4167.951660
	Iteration 3F: 3 clusters Score -833144.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -833304.562500 Penalty: 4167.951660
	Iteration 4F: 3 clusters Score -833304.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -833422.687500 Penalty: 4167.951660
	Iteration 5Q: 3 clusters Score -833422.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -833511.812500 Penalty: 4167.951660
	Iteration 6Q: 3 clusters Score -833511.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -833592.437500 Penalty: 4167.951660
	Iteration 7Q: 3 clusters Score -833592.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -833651.250000 Penalty: 4167.951660
	Iteration 8Q: 3 clusters Score -833651.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -833684.875000 Penalty: 4167.951660
	Iteration 9Q: 3 clusters Score -833684.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -833707.187500 Penalty: 4167.951660
	Iteration 10Q: 3 clusters Score -833707.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -833736.312500 Penalty: 4167.951660
	Iteration 11Q: 3 clusters Score -833736.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -833762.625000 Penalty: 4167.951660
	Iteration 12Q: 3 clusters Score -833762.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -833789.812500 Penalty: 4167.951660
	Iteration 13Q: 3 clusters Score -833789.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -833813.375000 Penalty: 4167.951660
	Iteration 14Q: 3 clusters Score -833813.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -833842.687500 Penalty: 4167.951660
	Iteration 15Q: 3 clusters Score -833842.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -833868.500000 Penalty: 4167.951660
	Iteration 16Q: 3 clusters Score -833868.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -833896.937500 Penalty: 4167.951660
	Iteration 17Q: 3 clusters Score -833896.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -833917.750000 Penalty: 4167.951660
	Iteration 18Q: 3 clusters Score -833917.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -833933.437500 Penalty: 4167.951660
	Iteration 19Q: 3 clusters Score -833933.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -833945.625000 Penalty: 4167.951660
	Iteration 20F: 3 clusters Score -833945.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -833957.187500 Penalty: 4167.951660
	Iteration 21Q: 3 clusters Score -833957.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -833965.250000 Penalty: 4167.951660
	Iteration 22Q: 3 clusters Score -833965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -833974.062500 Penalty: 4167.951660
	Iteration 23Q: 3 clusters Score -833974.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -833981.187500 Penalty: 4167.951660
	Iteration 24Q: 3 clusters Score -833981.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -833993.312500 Penalty: 4167.951660
	Iteration 25Q: 3 clusters Score -833993.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -834001.187500 Penalty: 4167.951660
	Iteration 26Q: 3 clusters Score -834001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -834006.187500 Penalty: 4167.951660
	Iteration 27Q: 3 clusters Score -834006.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -834011.000000 Penalty: 4167.951660
	Iteration 28Q: 3 clusters Score -834011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -834017.562500 Penalty: 4167.951660
	Iteration 29Q: 3 clusters Score -834017.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -834026.187500 Penalty: 4167.951660
	Iteration 30Q: 3 clusters Score -834026.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -834034.000000 Penalty: 4167.951660
	Iteration 31Q: 3 clusters Score -834034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -834036.812500 Penalty: 4167.951660
	Iteration 32Q: 3 clusters Score -834036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -834038.375000 Penalty: 4167.951660
	Iteration 33Q: 3 clusters Score -834038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -834041.625000 Penalty: 4167.951660
	Iteration 34Q: 3 clusters Score -834041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -834045.875000 Penalty: 4167.951660
	Iteration 35Q: 3 clusters Score -834045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -834046.562500 Penalty: 4167.951660
	Iteration 36Q: 3 clusters Score -834046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -834047.250000 Penalty: 4167.951660
	Iteration 37Q: 3 clusters Score -834047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -834048.875000 Penalty: 4167.951660
	Iteration 38Q: 3 clusters Score -834048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -834048.875000 Penalty: 4167.951660
	Iteration 39F: 3 clusters Score -834048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (5045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Entering Unmasked Estep 
Score: -959257.625000 Penalty: 2114.485840
	Iteration 0F: 2 clusters Score -959257.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -954678.000000 Penalty: 4228.971680
	Iteration 0F: 3 clusters Score -954678 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -955905.625000 Penalty: 4228.971680
	Iteration 1F: 3 clusters Score -955905.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -956272.312500 Penalty: 4228.971680
	Iteration 2F: 3 clusters Score -956272.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -956590.562500 Penalty: 4228.971680
	Iteration 3F: 3 clusters Score -956590.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -956853.000000 Penalty: 4228.971680
	Iteration 4F: 3 clusters Score -956853 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -957063.750000 Penalty: 4228.971680
	Iteration 5F: 3 clusters Score -957063.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -957221.437500 Penalty: 4228.971680
	Iteration 6Q: 3 clusters Score -957221.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -957383.187500 Penalty: 4228.971680
	Iteration 7Q: 3 clusters Score -957383.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -957524.500000 Penalty: 4228.971680
	Iteration 8Q: 3 clusters Score -957524.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -957653.562500 Penalty: 4228.971680
	Iteration 9Q: 3 clusters Score -957653.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -957780.812500 Penalty: 4228.971680
	Iteration 10Q: 3 clusters Score -957780.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -957879.625000 Penalty: 4228.971680
	Iteration 11Q: 3 clusters Score -957879.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -957956.375000 Penalty: 4228.971680
	Iteration 12Q: 3 clusters Score -957956.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -958020.187500 Penalty: 4228.971680
	Iteration 13Q: 3 clusters Score -958020.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -958065.125000 Penalty: 4228.971680
	Iteration 14Q: 3 clusters Score -958065.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -958100.687500 Penalty: 4228.971680
	Iteration 15Q: 3 clusters Score -958100.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -958128.687500 Penalty: 4228.971680
	Iteration 16Q: 3 clusters Score -958128.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -958153.000000 Penalty: 4228.971680
	Iteration 17Q: 3 clusters Score -958153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -958176.625000 Penalty: 4228.971680
	Iteration 18Q: 3 clusters Score -958176.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -958198.750000 Penalty: 4228.971680
	Iteration 19Q: 3 clusters Score -958198.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -958220.875000 Penalty: 4228.971680
	Iteration 20F: 3 clusters Score -958220.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -958243.062500 Penalty: 4228.971680
	Iteration 21Q: 3 clusters Score -958243.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -958263.875000 Penalty: 4228.971680
	Iteration 22Q: 3 clusters Score -958263.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -958279.937500 Penalty: 4228.971680
	Iteration 23Q: 3 clusters Score -958279.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -958290.625000 Penalty: 4228.971680
	Iteration 24Q: 3 clusters Score -958290.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -958298.125000 Penalty: 4228.971680
	Iteration 25Q: 3 clusters Score -958298.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -958302.187500 Penalty: 4228.971680
	Iteration 26Q: 3 clusters Score -958302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -958307.875000 Penalty: 4228.971680
	Iteration 27Q: 3 clusters Score -958307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -958314.687500 Penalty: 4228.971680
	Iteration 28Q: 3 clusters Score -958314.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -958323.750000 Penalty: 4228.971680
	Iteration 29Q: 3 clusters Score -958323.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -958331.750000 Penalty: 4228.971680
	Iteration 30Q: 3 clusters Score -958331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -958337.250000 Penalty: 4228.971680
	Iteration 31Q: 3 clusters Score -958337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -958340.812500 Penalty: 4228.971680
	Iteration 32Q: 3 clusters Score -958340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -958340.562500 Penalty: 4228.971680
	Iteration 33Q: 3 clusters Score -958340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -958341.062500 Penalty: 4228.971680
	Iteration 34Q: 3 clusters Score -958341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -958341.062500 Penalty: 4228.971680
	Iteration 35F: 3 clusters Score -958341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -63844.210938 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -63844.21 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 193 members 
Entering Unmasked Estep 
Score: -62486.859375 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -62486.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62649.222656 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -62649.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62724.710938 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -62724.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62761.500000 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -62761.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62790.613281 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -62790.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62879.574219 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -62879.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62940.429688 Penalty: 2968.032471
	Iteration 6F: 3 clusters Score -62940.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63058.363281 Penalty: 2968.032471
	Iteration 7F: 3 clusters Score -63058.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63202.390625 Penalty: 2968.032471
	Iteration 8F: 3 clusters Score -63202.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63325.378906 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -63325.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63428.144531 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -63428.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63495.769531 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -63495.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63569.273438 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -63569.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63582.089844 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -63582.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63582.089844 Penalty: 2968.032471
	Iteration 14F: 3 clusters Score -63582.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (17591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Entering Unmasked Estep 
Score: -3685597.000000 Penalty: 2424.235352
	Iteration 0F: 2 clusters Score -3685597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3673862.500000 Penalty: 4848.470703
	Iteration 0F: 3 clusters Score -3673862 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3677811.000000 Penalty: 4848.470703
	Iteration 1F: 3 clusters Score -3677811 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3678133.250000 Penalty: 4848.470703
	Iteration 2F: 3 clusters Score -3678133 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3678390.750000 Penalty: 4848.470703
	Iteration 3Q: 3 clusters Score -3678391 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3678602.500000 Penalty: 4848.470703
	Iteration 4Q: 3 clusters Score -3678602 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3678810.750000 Penalty: 4848.470703
	Iteration 5Q: 3 clusters Score -3678811 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3679006.250000 Penalty: 4848.470703
	Iteration 6Q: 3 clusters Score -3679006 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3679238.250000 Penalty: 4848.470703
	Iteration 7Q: 3 clusters Score -3679238 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3679522.000000 Penalty: 4848.470703
	Iteration 8Q: 3 clusters Score -3679522 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3679841.750000 Penalty: 4848.470703
	Iteration 9Q: 3 clusters Score -3679842 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3680242.000000 Penalty: 4848.470703
	Iteration 10Q: 3 clusters Score -3680242 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3680748.750000 Penalty: 4848.470703
	Iteration 11Q: 3 clusters Score -3680749 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3681367.000000 Penalty: 4848.470703
	Iteration 12Q: 3 clusters Score -3681367 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3681886.250000 Penalty: 4848.470703
	Iteration 13Q: 3 clusters Score -3681886 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3682397.000000 Penalty: 4848.470703
	Iteration 14Q: 3 clusters Score -3682397 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3682766.750000 Penalty: 4848.470703
	Iteration 15Q: 3 clusters Score -3682767 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3683036.500000 Penalty: 4848.470703
	Iteration 16Q: 3 clusters Score -3683036 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3683220.500000 Penalty: 4848.470703
	Iteration 17Q: 3 clusters Score -3683220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3683331.000000 Penalty: 4848.470703
	Iteration 18Q: 3 clusters Score -3683331 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3683425.250000 Penalty: 4848.470703
	Iteration 19Q: 3 clusters Score -3683425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3683473.250000 Penalty: 4848.470703
	Iteration 20F: 3 clusters Score -3683473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3683494.250000 Penalty: 4848.470703
	Iteration 21Q: 3 clusters Score -3683494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3683517.750000 Penalty: 4848.470703
	Iteration 22Q: 3 clusters Score -3683518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3683542.500000 Penalty: 4848.470703
	Iteration 23Q: 3 clusters Score -3683542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3683544.500000 Penalty: 4848.470703
	Iteration 24Q: 3 clusters Score -3683544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3683554.000000 Penalty: 4848.470703
	Iteration 25Q: 3 clusters Score -3683554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3683570.000000 Penalty: 4848.470703
	Iteration 26Q: 3 clusters Score -3683570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3683573.500000 Penalty: 4848.470703
	Iteration 27Q: 3 clusters Score -3683574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3683577.750000 Penalty: 4848.470703
	Iteration 28Q: 3 clusters Score -3683578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3683581.500000 Penalty: 4848.470703
	Iteration 29Q: 3 clusters Score -3683582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3683582.500000 Penalty: 4848.470703
	Iteration 30Q: 3 clusters Score -3683582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3683582.750000 Penalty: 4848.470703
	Iteration 31Q: 3 clusters Score -3683583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3683581.750000 Penalty: 4848.470703
	Iteration 32Q: 3 clusters Score -3683582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3683589.750000 Penalty: 4848.470703
	Iteration 33Q: 3 clusters Score -3683590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3683599.000000 Penalty: 4848.470703
	Iteration 34Q: 3 clusters Score -3683599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3683597.750000 Penalty: 4848.470703
	Iteration 35Q: 3 clusters Score -3683598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3683596.000000 Penalty: 4848.470703
	Iteration 36Q: 3 clusters Score -3683596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3683596.000000 Penalty: 4848.470703
	Iteration 37F: 3 clusters Score -3683596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (21480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Entering Unmasked Estep 
Score: -4511495.000000 Penalty: 2473.769531
	Iteration 0F: 2 clusters Score -4511495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4498741.500000 Penalty: 4947.539062
	Iteration 0F: 3 clusters Score -4498742 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4504021.500000 Penalty: 4947.539062
	Iteration 1F: 3 clusters Score -4504022 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -4504605.000000 Penalty: 4947.539062
	Iteration 2F: 3 clusters Score -4504605 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -4505095.500000 Penalty: 4947.539062
	Iteration 3F: 3 clusters Score -4505096 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4505636.000000 Penalty: 4947.539062
	Iteration 4F: 3 clusters Score -4505636 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4506296.000000 Penalty: 4947.539062
	Iteration 5F: 3 clusters Score -4506296 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4506998.500000 Penalty: 4947.539062
	Iteration 6F: 3 clusters Score -4506998 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4507606.000000 Penalty: 4947.539062
	Iteration 7F: 3 clusters Score -4507606 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4508148.500000 Penalty: 4947.539062
	Iteration 8Q: 3 clusters Score -4508148 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4508593.500000 Penalty: 4947.539062
	Iteration 9Q: 3 clusters Score -4508594 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4508907.500000 Penalty: 4947.539062
	Iteration 10Q: 3 clusters Score -4508908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4509080.500000 Penalty: 4947.539062
	Iteration 11Q: 3 clusters Score -4509080 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4509173.500000 Penalty: 4947.539062
	Iteration 12Q: 3 clusters Score -4509174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4509238.000000 Penalty: 4947.539062
	Iteration 13Q: 3 clusters Score -4509238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4509276.500000 Penalty: 4947.539062
	Iteration 14Q: 3 clusters Score -4509276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4509293.000000 Penalty: 4947.539062
	Iteration 15Q: 3 clusters Score -4509293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4509296.000000 Penalty: 4947.539062
	Iteration 16Q: 3 clusters Score -4509296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4509318.000000 Penalty: 4947.539062
	Iteration 17Q: 3 clusters Score -4509318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4509336.000000 Penalty: 4947.539062
	Iteration 18Q: 3 clusters Score -4509336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4509348.500000 Penalty: 4947.539062
	Iteration 19Q: 3 clusters Score -4509348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4509362.500000 Penalty: 4947.539062
	Iteration 20F: 3 clusters Score -4509362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4509366.000000 Penalty: 4947.539062
	Iteration 21Q: 3 clusters Score -4509366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4509377.000000 Penalty: 4947.539062
	Iteration 22Q: 3 clusters Score -4509377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4509382.000000 Penalty: 4947.539062
	Iteration 23Q: 3 clusters Score -4509382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4509389.000000 Penalty: 4947.539062
	Iteration 24Q: 3 clusters Score -4509389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4509387.000000 Penalty: 4947.539062
	Iteration 25Q: 3 clusters Score -4509387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4509387.500000 Penalty: 4947.539062
	Iteration 26Q: 3 clusters Score -4509388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4509387.500000 Penalty: 4947.539062
	Iteration 27F: 3 clusters Score -4509388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -388057.593750 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -388057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -385372.750000 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -385372.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -385824.031250 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -385824 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -385965.656250 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -385965.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -386040.812500 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -386040.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -386106.375000 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -386106.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -386166.656250 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -386166.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -386209.718750 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -386209.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -386242.031250 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -386242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -386286.718750 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -386286.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -386328.781250 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -386328.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -386366.343750 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -386366.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -386410.593750 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -386410.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -386472.687500 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -386472.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -386525.000000 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -386525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -386573.343750 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -386573.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -386609.125000 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -386609.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -386644.156250 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -386644.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -386673.718750 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -386673.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -386696.500000 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -386696.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -386715.750000 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -386715.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -386735.093750 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -386735.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -386756.031250 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -386756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -386767.562500 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -386767.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -386778.218750 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -386778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -386785.843750 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -386785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -386790.156250 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -386790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -386791.343750 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -386791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -386792.218750 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -386792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -386792.218750 Penalty: 3783.986084
	Iteration 28F: 3 clusters Score -386792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (36432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Entering Unmasked Estep 
Score: -7088439.500000 Penalty: 2604.794189
	Iteration 0F: 2 clusters Score -7088440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -7065971.500000 Penalty: 5209.588379
	Iteration 0F: 3 clusters Score -7065972 nChanged 16635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7075266.500000 Penalty: 5209.588379
	Iteration 1F: 3 clusters Score -7075266 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -7075804.000000 Penalty: 5209.588379
	Iteration 2Q: 3 clusters Score -7075804 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -7076437.000000 Penalty: 5209.588379
	Iteration 3Q: 3 clusters Score -7076437 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -7077149.500000 Penalty: 5209.588379
	Iteration 4Q: 3 clusters Score -7077150 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -7078121.000000 Penalty: 5209.588379
	Iteration 5Q: 3 clusters Score -7078121 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -7079554.000000 Penalty: 5209.588379
	Iteration 6F: 3 clusters Score -7079554 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -7081803.500000 Penalty: 5209.588379
	Iteration 7F: 3 clusters Score -7081804 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -7084370.500000 Penalty: 5209.588379
	Iteration 8F: 3 clusters Score -7084370 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -7085908.500000 Penalty: 5209.588379
	Iteration 9F: 3 clusters Score -7085908 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -7086643.000000 Penalty: 5209.588379
	Iteration 10Q: 3 clusters Score -7086643 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -7086982.500000 Penalty: 5209.588379
	Iteration 11Q: 3 clusters Score -7086982 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -7087238.500000 Penalty: 5209.588379
	Iteration 12Q: 3 clusters Score -7087238 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -7087380.000000 Penalty: 5209.588379
	Iteration 13Q: 3 clusters Score -7087380 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -7087426.000000 Penalty: 5209.588379
	Iteration 14Q: 3 clusters Score -7087426 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7087486.500000 Penalty: 5209.588379
	Iteration 15Q: 3 clusters Score -7087486 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -7087510.500000 Penalty: 5209.588379
	Iteration 16Q: 3 clusters Score -7087510 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -7087523.000000 Penalty: 5209.588379
	Iteration 17Q: 3 clusters Score -7087523 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -7087518.500000 Penalty: 5209.588379
	Iteration 18Q: 3 clusters Score -7087518 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -7087512.500000 Penalty: 5209.588379
	Iteration 19Q: 3 clusters Score -7087512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -7087499.500000 Penalty: 5209.588379
	Iteration 20F: 3 clusters Score -7087500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -7087518.000000 Penalty: 5209.588379
	Iteration 21Q: 3 clusters Score -7087518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -7087541.000000 Penalty: 5209.588379
	Iteration 22Q: 3 clusters Score -7087541 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -7087545.500000 Penalty: 5209.588379
	Iteration 23Q: 3 clusters Score -7087546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -7087535.500000 Penalty: 5209.588379
	Iteration 24Q: 3 clusters Score -7087536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -7087532.500000 Penalty: 5209.588379
	Iteration 25Q: 3 clusters Score -7087532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -7087521.000000 Penalty: 5209.588379
	Iteration 26Q: 3 clusters Score -7087521 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -7087529.000000 Penalty: 5209.588379
	Iteration 27Q: 3 clusters Score -7087529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -7087508.500000 Penalty: 5209.588379
	Iteration 28Q: 3 clusters Score -7087508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -7087517.500000 Penalty: 5209.588379
	Iteration 29Q: 3 clusters Score -7087518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -7087518.000000 Penalty: 5209.588379
	Iteration 30Q: 3 clusters Score -7087518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -7087523.000000 Penalty: 5209.588379
	Iteration 31Q: 3 clusters Score -7087523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -7087526.000000 Penalty: 5209.588379
	Iteration 32Q: 3 clusters Score -7087526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -7087521.000000 Penalty: 5209.588379
	Iteration 33Q: 3 clusters Score -7087521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -7087521.500000 Penalty: 5209.588379
	Iteration 34Q: 3 clusters Score -7087522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -7087524.500000 Penalty: 5209.588379
	Iteration 35Q: 3 clusters Score -7087524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -7087519.000000 Penalty: 5209.588379
	Iteration 36Q: 3 clusters Score -7087519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -7087521.500000 Penalty: 5209.588379
	Iteration 37Q: 3 clusters Score -7087522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -7087521.500000 Penalty: 5209.588379
	Iteration 38F: 3 clusters Score -7087522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (39037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Entering Unmasked Estep 
Score: -7602781.000000 Penalty: 2621.921875
	Iteration 0F: 2 clusters Score -7602781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -7580082.000000 Penalty: 5243.843750
	Iteration 0F: 3 clusters Score -7580082 nChanged 17839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -7589754.000000 Penalty: 5243.843750
	Iteration 1F: 3 clusters Score -7589754 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -7590133.500000 Penalty: 5243.843750
	Iteration 2Q: 3 clusters Score -7590134 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -7590550.000000 Penalty: 5243.843750
	Iteration 3Q: 3 clusters Score -7590550 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -7590876.500000 Penalty: 5243.843750
	Iteration 4Q: 3 clusters Score -7590876 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -7591215.500000 Penalty: 5243.843750
	Iteration 5Q: 3 clusters Score -7591216 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -7591578.000000 Penalty: 5243.843750
	Iteration 6Q: 3 clusters Score -7591578 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -7591954.500000 Penalty: 5243.843750
	Iteration 7Q: 3 clusters Score -7591954 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -7592515.500000 Penalty: 5243.843750
	Iteration 8Q: 3 clusters Score -7592516 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -7593141.000000 Penalty: 5243.843750
	Iteration 9Q: 3 clusters Score -7593141 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -7594010.000000 Penalty: 5243.843750
	Iteration 10Q: 3 clusters Score -7594010 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -7595173.500000 Penalty: 5243.843750
	Iteration 11Q: 3 clusters Score -7595174 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -7596297.500000 Penalty: 5243.843750
	Iteration 12Q: 3 clusters Score -7596298 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -7597148.000000 Penalty: 5243.843750
	Iteration 13Q: 3 clusters Score -7597148 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -7597708.500000 Penalty: 5243.843750
	Iteration 14Q: 3 clusters Score -7597708 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -7597966.500000 Penalty: 5243.843750
	Iteration 15Q: 3 clusters Score -7597966 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -7598098.000000 Penalty: 5243.843750
	Iteration 16Q: 3 clusters Score -7598098 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -7598188.500000 Penalty: 5243.843750
	Iteration 17Q: 3 clusters Score -7598188 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -7598226.000000 Penalty: 5243.843750
	Iteration 18Q: 3 clusters Score -7598226 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -7598259.500000 Penalty: 5243.843750
	Iteration 19Q: 3 clusters Score -7598260 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -7598279.000000 Penalty: 5243.843750
	Iteration 20F: 3 clusters Score -7598279 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -7598266.500000 Penalty: 5243.843750
	Iteration 21Q: 3 clusters Score -7598266 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -7598289.500000 Penalty: 5243.843750
	Iteration 22Q: 3 clusters Score -7598290 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -7598325.500000 Penalty: 5243.843750
	Iteration 23Q: 3 clusters Score -7598326 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -7598326.000000 Penalty: 5243.843750
	Iteration 24Q: 3 clusters Score -7598326 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -7598322.500000 Penalty: 5243.843750
	Iteration 25Q: 3 clusters Score -7598322 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -7598369.500000 Penalty: 5243.843750
	Iteration 26Q: 3 clusters Score -7598370 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -7598388.000000 Penalty: 5243.843750
	Iteration 27Q: 3 clusters Score -7598388 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -7598384.500000 Penalty: 5243.843750
	Iteration 28Q: 3 clusters Score -7598384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -7598388.500000 Penalty: 5243.843750
	Iteration 29Q: 3 clusters Score -7598388 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -7598365.500000 Penalty: 5243.843750
	Iteration 30Q: 3 clusters Score -7598366 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -7598346.500000 Penalty: 5243.843750
	Iteration 31Q: 3 clusters Score -7598346 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -7598341.500000 Penalty: 5243.843750
	Iteration 32Q: 3 clusters Score -7598342 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -7598339.500000 Penalty: 5243.843750
	Iteration 33Q: 3 clusters Score -7598340 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -7598386.000000 Penalty: 5243.843750
	Iteration 34Q: 3 clusters Score -7598386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -7598400.500000 Penalty: 5243.843750
	Iteration 35Q: 3 clusters Score -7598400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -7598415.000000 Penalty: 5243.843750
	Iteration 36Q: 3 clusters Score -7598415 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -7598374.500000 Penalty: 5243.843750
	Iteration 37Q: 3 clusters Score -7598374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -7598384.500000 Penalty: 5243.843750
	Iteration 38Q: 3 clusters Score -7598384 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -7598382.500000 Penalty: 5243.843750
	Iteration 39Q: 3 clusters Score -7598382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -7598371.000000 Penalty: 5243.843750
	Iteration 40F: 3 clusters Score -7598371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -7598350.000000 Penalty: 5243.843750
	Iteration 41Q: 3 clusters Score -7598350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -7598351.500000 Penalty: 5243.843750
	Iteration 42Q: 3 clusters Score -7598352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -7598352.500000 Penalty: 5243.843750
	Iteration 43Q: 3 clusters Score -7598352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -7598366.500000 Penalty: 5243.843750
	Iteration 44Q: 3 clusters Score -7598366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -7598385.500000 Penalty: 5243.843750
	Iteration 45Q: 3 clusters Score -7598386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -7598390.500000 Penalty: 5243.843750
	Iteration 46Q: 3 clusters Score -7598390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -7598394.500000 Penalty: 5243.843750
	Iteration 47Q: 3 clusters Score -7598394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -7598391.000000 Penalty: 5243.843750
	Iteration 48Q: 3 clusters Score -7598391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -7598381.000000 Penalty: 5243.843750
	Iteration 49Q: 3 clusters Score -7598381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -7598401.000000 Penalty: 5243.843750
	Iteration 50Q: 3 clusters Score -7598401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -7598384.500000 Penalty: 5243.843750
	Iteration 51Q: 3 clusters Score -7598384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -7598393.000000 Penalty: 5243.843750
	Iteration 52Q: 3 clusters Score -7598393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -7598385.000000 Penalty: 5243.843750
	Iteration 53Q: 3 clusters Score -7598385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -7598389.000000 Penalty: 5243.843750
	Iteration 54Q: 3 clusters Score -7598389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -7598383.500000 Penalty: 5243.843750
	Iteration 55Q: 3 clusters Score -7598384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -7598376.000000 Penalty: 5243.843750
	Iteration 56Q: 3 clusters Score -7598376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -7598378.000000 Penalty: 5243.843750
	Iteration 57Q: 3 clusters Score -7598378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -7598370.000000 Penalty: 5243.843750
	Iteration 58Q: 3 clusters Score -7598370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -7598369.500000 Penalty: 5243.843750
	Iteration 59Q: 3 clusters Score -7598370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -7598353.500000 Penalty: 5243.843750
	Iteration 60F: 3 clusters Score -7598354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -7598361.500000 Penalty: 5243.843750
	Iteration 61Q: 3 clusters Score -7598362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7598358.000000 Penalty: 5243.843750
	Iteration 62Q: 3 clusters Score -7598358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -7598357.000000 Penalty: 5243.843750
	Iteration 63Q: 3 clusters Score -7598357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -7598370.000000 Penalty: 5243.843750
	Iteration 64Q: 3 clusters Score -7598370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -7598364.500000 Penalty: 5243.843750
	Iteration 65Q: 3 clusters Score -7598364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -7598373.000000 Penalty: 5243.843750
	Iteration 66Q: 3 clusters Score -7598373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -7598384.500000 Penalty: 5243.843750
	Iteration 67Q: 3 clusters Score -7598384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -7598391.000000 Penalty: 5243.843750
	Iteration 68Q: 3 clusters Score -7598391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -7598377.500000 Penalty: 5243.843750
	Iteration 69Q: 3 clusters Score -7598378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -7598390.500000 Penalty: 5243.843750
	Iteration 70Q: 3 clusters Score -7598390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -7598383.000000 Penalty: 5243.843750
	Iteration 71Q: 3 clusters Score -7598383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -7598385.000000 Penalty: 5243.843750
	Iteration 72Q: 3 clusters Score -7598385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -7598383.500000 Penalty: 5243.843750
	Iteration 73Q: 3 clusters Score -7598384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -7598387.500000 Penalty: 5243.843750
	Iteration 74Q: 3 clusters Score -7598388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -7598389.500000 Penalty: 5243.843750
	Iteration 75Q: 3 clusters Score -7598390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -7598385.000000 Penalty: 5243.843750
	Iteration 76Q: 3 clusters Score -7598385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -7598375.000000 Penalty: 5243.843750
	Iteration 77Q: 3 clusters Score -7598375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -7598361.000000 Penalty: 5243.843750
	Iteration 78Q: 3 clusters Score -7598361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7598370.500000 Penalty: 5243.843750
	Iteration 79Q: 3 clusters Score -7598370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -7598364.000000 Penalty: 5243.843750
	Iteration 80F: 3 clusters Score -7598364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -7598362.500000 Penalty: 5243.843750
	Iteration 81Q: 3 clusters Score -7598362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -7598351.500000 Penalty: 5243.843750
	Iteration 82Q: 3 clusters Score -7598352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -7598346.000000 Penalty: 5243.843750
	Iteration 83Q: 3 clusters Score -7598346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -7598342.000000 Penalty: 5243.843750
	Iteration 84Q: 3 clusters Score -7598342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -7598337.500000 Penalty: 5243.843750
	Iteration 85Q: 3 clusters Score -7598338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -7598330.000000 Penalty: 5243.843750
	Iteration 86Q: 3 clusters Score -7598330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -7598323.500000 Penalty: 5243.843750
	Iteration 87Q: 3 clusters Score -7598324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -7598339.000000 Penalty: 5243.843750
	Iteration 88Q: 3 clusters Score -7598339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -7598327.000000 Penalty: 5243.843750
	Iteration 89Q: 3 clusters Score -7598327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -7598330.500000 Penalty: 5243.843750
	Iteration 90Q: 3 clusters Score -7598330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -7598348.500000 Penalty: 5243.843750
	Iteration 91Q: 3 clusters Score -7598348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7598340.000000 Penalty: 5243.843750
	Iteration 92Q: 3 clusters Score -7598340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -7598347.000000 Penalty: 5243.843750
	Iteration 93Q: 3 clusters Score -7598347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -7598337.500000 Penalty: 5243.843750
	Iteration 94Q: 3 clusters Score -7598338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -7598349.000000 Penalty: 5243.843750
	Iteration 95Q: 3 clusters Score -7598349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -7598346.000000 Penalty: 5243.843750
	Iteration 96Q: 3 clusters Score -7598346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -7598356.000000 Penalty: 5243.843750
	Iteration 97Q: 3 clusters Score -7598356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -7598354.000000 Penalty: 5243.843750
	Iteration 98Q: 3 clusters Score -7598354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -7598364.500000 Penalty: 5243.843750
	Iteration 99Q: 3 clusters Score -7598364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -7598352.500000 Penalty: 5243.843750
	Iteration 100F: 3 clusters Score -7598352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -7598368.000000 Penalty: 5243.843750
	Iteration 101Q: 3 clusters Score -7598368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -7598365.000000 Penalty: 5243.843750
	Iteration 102Q: 3 clusters Score -7598365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -7598358.500000 Penalty: 5243.843750
	Iteration 103Q: 3 clusters Score -7598358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -7598354.500000 Penalty: 5243.843750
	Iteration 104Q: 3 clusters Score -7598354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -7598345.500000 Penalty: 5243.843750
	Iteration 105Q: 3 clusters Score -7598346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -7598352.000000 Penalty: 5243.843750
	Iteration 106Q: 3 clusters Score -7598352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -7598343.500000 Penalty: 5243.843750
	Iteration 107Q: 3 clusters Score -7598344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -7598351.000000 Penalty: 5243.843750
	Iteration 108Q: 3 clusters Score -7598351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -7598359.000000 Penalty: 5243.843750
	Iteration 109Q: 3 clusters Score -7598359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -7598359.000000 Penalty: 5243.843750
	Iteration 110F: 3 clusters Score -7598359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (19627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Entering Unmasked Estep 
Score: -4135948.250000 Penalty: 2451.395996
	Iteration 0F: 2 clusters Score -4135948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -4125494.000000 Penalty: 4902.791992
	Iteration 0F: 3 clusters Score -4125494 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4129947.000000 Penalty: 4902.791992
	Iteration 1F: 3 clusters Score -4129947 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4130287.500000 Penalty: 4902.791992
	Iteration 2F: 3 clusters Score -4130288 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -4130569.000000 Penalty: 4902.791992
	Iteration 3Q: 3 clusters Score -4130569 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4130811.000000 Penalty: 4902.791992
	Iteration 4Q: 3 clusters Score -4130811 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4131079.250000 Penalty: 4902.791992
	Iteration 5Q: 3 clusters Score -4131079 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -4131407.500000 Penalty: 4902.791992
	Iteration 6Q: 3 clusters Score -4131408 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4131828.000000 Penalty: 4902.791992
	Iteration 7Q: 3 clusters Score -4131828 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4132202.500000 Penalty: 4902.791992
	Iteration 8Q: 3 clusters Score -4132202 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4132560.250000 Penalty: 4902.791992
	Iteration 9Q: 3 clusters Score -4132560 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4132866.000000 Penalty: 4902.791992
	Iteration 10Q: 3 clusters Score -4132866 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4133147.000000 Penalty: 4902.791992
	Iteration 11Q: 3 clusters Score -4133147 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4133238.250000 Penalty: 4902.791992
	Iteration 12Q: 3 clusters Score -4133238 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -4133312.750000 Penalty: 4902.791992
	Iteration 13Q: 3 clusters Score -4133313 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4133398.000000 Penalty: 4902.791992
	Iteration 14Q: 3 clusters Score -4133398 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4133464.750000 Penalty: 4902.791992
	Iteration 15Q: 3 clusters Score -4133465 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4133524.750000 Penalty: 4902.791992
	Iteration 16Q: 3 clusters Score -4133525 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4133573.500000 Penalty: 4902.791992
	Iteration 17Q: 3 clusters Score -4133574 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4133653.500000 Penalty: 4902.791992
	Iteration 18Q: 3 clusters Score -4133654 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4133663.000000 Penalty: 4902.791992
	Iteration 19Q: 3 clusters Score -4133663 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4133712.750000 Penalty: 4902.791992
	Iteration 20F: 3 clusters Score -4133713 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4133740.750000 Penalty: 4902.791992
	Iteration 21Q: 3 clusters Score -4133741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4133741.500000 Penalty: 4902.791992
	Iteration 22Q: 3 clusters Score -4133742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4133768.500000 Penalty: 4902.791992
	Iteration 23Q: 3 clusters Score -4133768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4133778.750000 Penalty: 4902.791992
	Iteration 24Q: 3 clusters Score -4133779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4133794.000000 Penalty: 4902.791992
	Iteration 25Q: 3 clusters Score -4133794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -4133793.250000 Penalty: 4902.791992
	Iteration 26Q: 3 clusters Score -4133793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4133800.000000 Penalty: 4902.791992
	Iteration 27Q: 3 clusters Score -4133800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4133816.500000 Penalty: 4902.791992
	Iteration 28Q: 3 clusters Score -4133816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4133845.250000 Penalty: 4902.791992
	Iteration 29Q: 3 clusters Score -4133845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -4133855.750000 Penalty: 4902.791992
	Iteration 30Q: 3 clusters Score -4133856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4133866.500000 Penalty: 4902.791992
	Iteration 31Q: 3 clusters Score -4133866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4133867.500000 Penalty: 4902.791992
	Iteration 32Q: 3 clusters Score -4133868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4133869.750000 Penalty: 4902.791992
	Iteration 33Q: 3 clusters Score -4133870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4133864.500000 Penalty: 4902.791992
	Iteration 34Q: 3 clusters Score -4133864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4133873.750000 Penalty: 4902.791992
	Iteration 35Q: 3 clusters Score -4133874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4133883.250000 Penalty: 4902.791992
	Iteration 36Q: 3 clusters Score -4133883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4133881.500000 Penalty: 4902.791992
	Iteration 37Q: 3 clusters Score -4133882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4133887.000000 Penalty: 4902.791992
	Iteration 38Q: 3 clusters Score -4133887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4133888.250000 Penalty: 4902.791992
	Iteration 39Q: 3 clusters Score -4133888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4133888.750000 Penalty: 4902.791992
	Iteration 40F: 3 clusters Score -4133889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4133891.250000 Penalty: 4902.791992
	Iteration 41Q: 3 clusters Score -4133891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4133894.250000 Penalty: 4902.791992
	Iteration 42Q: 3 clusters Score -4133894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4133894.000000 Penalty: 4902.791992
	Iteration 43Q: 3 clusters Score -4133894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4133899.250000 Penalty: 4902.791992
	Iteration 44Q: 3 clusters Score -4133899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4133896.750000 Penalty: 4902.791992
	Iteration 45Q: 3 clusters Score -4133897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -4133897.000000 Penalty: 4902.791992
	Iteration 46Q: 3 clusters Score -4133897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4133896.000000 Penalty: 4902.791992
	Iteration 47Q: 3 clusters Score -4133896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4133899.000000 Penalty: 4902.791992
	Iteration 48Q: 3 clusters Score -4133899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4133909.250000 Penalty: 4902.791992
	Iteration 49Q: 3 clusters Score -4133909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4133910.750000 Penalty: 4902.791992
	Iteration 50Q: 3 clusters Score -4133911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -4133914.250000 Penalty: 4902.791992
	Iteration 51Q: 3 clusters Score -4133914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4133920.750000 Penalty: 4902.791992
	Iteration 52Q: 3 clusters Score -4133921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4133926.750000 Penalty: 4902.791992
	Iteration 53Q: 3 clusters Score -4133927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4133933.250000 Penalty: 4902.791992
	Iteration 54Q: 3 clusters Score -4133933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4133941.250000 Penalty: 4902.791992
	Iteration 55Q: 3 clusters Score -4133941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4133958.000000 Penalty: 4902.791992
	Iteration 56Q: 3 clusters Score -4133958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4133957.750000 Penalty: 4902.791992
	Iteration 57Q: 3 clusters Score -4133958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -4133966.750000 Penalty: 4902.791992
	Iteration 58Q: 3 clusters Score -4133967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4133972.750000 Penalty: 4902.791992
	Iteration 59Q: 3 clusters Score -4133973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4133980.000000 Penalty: 4902.791992
	Iteration 60F: 3 clusters Score -4133980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4133978.250000 Penalty: 4902.791992
	Iteration 61Q: 3 clusters Score -4133978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4133980.000000 Penalty: 4902.791992
	Iteration 62Q: 3 clusters Score -4133980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4133980.000000 Penalty: 4902.791992
	Iteration 63F: 3 clusters Score -4133980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -66868.468750 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -66868.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65490.191406 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -65490.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65654.578125 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -65654.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -65695.187500 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -65695.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65703.953125 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -65703.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65708.695312 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -65708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65708.695312 Penalty: 2955.378662
	Iteration 5F: 3 clusters Score -65708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -83311.531250 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -83311.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81901.828125 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -81901.83 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82334.843750 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -82334.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82491.539062 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -82491.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82563.648438 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -82563.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82592.187500 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -82592.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82615.039062 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -82615.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82631.460938 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -82631.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82638.414062 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -82638.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -82640.414062 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -82640.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82640.921875 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -82640.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82644.507812 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -82644.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -82645.960938 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -82645.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -82645.960938 Penalty: 3162.012207
	Iteration 12F: 3 clusters Score -82645.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 37989 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28400 members 
Mstep: Class 14 contains 56026 members 
Mstep: Class 15 contains 18340 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 40328 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 15277 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19424 members 
Mstep: Class 28 contains 28410 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17167 members 
Mstep: Class 32 contains 18715 members 
Mstep: Class 33 contains 4775 members 
Mstep: Class 34 contains 34186 members 
Mstep: Class 35 contains 36574 members 
Mstep: Class 36 contains 38400 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 1292 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43308 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16573 members 
Mstep: Class 45 contains 13493 members 
Mstep: Class 46 contains 6699 members 
Mstep: Class 47 contains 41409 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17074 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 634 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17591 members 
Mstep: Class 57 contains 21480 members 
Mstep: Class 58 contains 2057 members 
Mstep: Class 59 contains 36432 members 
Mstep: Class 60 contains 39037 members 
Mstep: Class 61 contains 19627 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342592.000000 Penalty: 216490.140625
Iteration 199Q: 65 clusters Score -1.613426e+08 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 37982 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31031 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28418 members 
Mstep: Class 14 contains 55973 members 
Mstep: Class 15 contains 18374 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 7168 members 
Mstep: Class 18 contains 26068 members 
Mstep: Class 19 contains 40324 members 
Mstep: Class 20 contains 31561 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 15270 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19386 members 
Mstep: Class 28 contains 28428 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17137 members 
Mstep: Class 32 contains 18540 members 
Mstep: Class 33 contains 4774 members 
Mstep: Class 34 contains 34223 members 
Mstep: Class 35 contains 36482 members 
Mstep: Class 36 contains 38386 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43304 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16667 members 
Mstep: Class 45 contains 13489 members 
Mstep: Class 46 contains 6691 members 
Mstep: Class 47 contains 41527 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 17065 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 5049 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17572 members 
Mstep: Class 57 contains 21426 members 
Mstep: Class 58 contains 2054 members 
Mstep: Class 59 contains 36484 members 
Mstep: Class 60 contains 39061 members 
Mstep: Class 61 contains 19460 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 14667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343456.000000 Penalty: 216490.140625
Iteration 200F: 65 clusters Score -1.613435e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 37937 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31075 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28451 members 
Mstep: Class 14 contains 55924 members 
Mstep: Class 15 contains 18401 members 
Mstep: Class 16 contains 11663 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 26053 members 
Mstep: Class 19 contains 40297 members 
Mstep: Class 20 contains 31562 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 15207 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19334 members 
Mstep: Class 28 contains 28446 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 17785 members 
Mstep: Class 33 contains 4780 members 
Mstep: Class 34 contains 34228 members 
Mstep: Class 35 contains 36402 members 
Mstep: Class 36 contains 38347 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43305 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16407 members 
Mstep: Class 45 contains 13459 members 
Mstep: Class 46 contains 6687 members 
Mstep: Class 47 contains 41634 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 17039 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 5049 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17514 members 
Mstep: Class 57 contains 21336 members 
Mstep: Class 58 contains 2054 members 
Mstep: Class 59 contains 36519 members 
Mstep: Class 60 contains 39037 members 
Mstep: Class 61 contains 19174 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 589 members 
Mstep: Class 64 contains 15684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343456.000000 Penalty: 216490.140625
Iteration 201Q: 65 clusters Score -1.613435e+08 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 37877 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 31099 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28463 members 
Mstep: Class 14 contains 55889 members 
Mstep: Class 15 contains 18402 members 
Mstep: Class 16 contains 12355 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 26047 members 
Mstep: Class 19 contains 40275 members 
Mstep: Class 20 contains 31559 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 15173 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19293 members 
Mstep: Class 28 contains 28479 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17125 members 
Mstep: Class 32 contains 17029 members 
Mstep: Class 33 contains 4783 members 
Mstep: Class 34 contains 34248 members 
Mstep: Class 35 contains 36339 members 
Mstep: Class 36 contains 38338 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43321 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 16168 members 
Mstep: Class 45 contains 13413 members 
Mstep: Class 46 contains 6683 members 
Mstep: Class 47 contains 41742 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 17009 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 5044 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17458 members 
Mstep: Class 57 contains 21182 members 
Mstep: Class 58 contains 2052 members 
Mstep: Class 59 contains 36567 members 
Mstep: Class 60 contains 39009 members 
Mstep: Class 61 contains 19028 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 589 members 
Mstep: Class 64 contains 16467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343616.000000 Penalty: 216490.140625
Iteration 202Q: 65 clusters Score -1.613436e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 37826 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 31119 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28462 members 
Mstep: Class 14 contains 55852 members 
Mstep: Class 15 contains 18400 members 
Mstep: Class 16 contains 13054 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 26032 members 
Mstep: Class 19 contains 40257 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 15146 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19250 members 
Mstep: Class 28 contains 28513 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 16408 members 
Mstep: Class 33 contains 4788 members 
Mstep: Class 34 contains 34266 members 
Mstep: Class 35 contains 36238 members 
Mstep: Class 36 contains 38348 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43330 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 15924 members 
Mstep: Class 45 contains 13353 members 
Mstep: Class 46 contains 6685 members 
Mstep: Class 47 contains 41798 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16994 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4467 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17380 members 
Mstep: Class 57 contains 20941 members 
Mstep: Class 58 contains 2048 members 
Mstep: Class 59 contains 36609 members 
Mstep: Class 60 contains 39042 members 
Mstep: Class 61 contains 18914 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 589 members 
Mstep: Class 64 contains 17197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343664.000000 Penalty: 216490.140625
Iteration 203Q: 65 clusters Score -1.613437e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 37786 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 31139 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28437 members 
Mstep: Class 14 contains 55846 members 
Mstep: Class 15 contains 18404 members 
Mstep: Class 16 contains 13694 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 26028 members 
Mstep: Class 19 contains 40256 members 
Mstep: Class 20 contains 31574 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 15136 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19208 members 
Mstep: Class 28 contains 28518 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17106 members 
Mstep: Class 32 contains 15940 members 
Mstep: Class 33 contains 4790 members 
Mstep: Class 34 contains 34269 members 
Mstep: Class 35 contains 36187 members 
Mstep: Class 36 contains 38347 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43339 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 15737 members 
Mstep: Class 45 contains 13305 members 
Mstep: Class 46 contains 6680 members 
Mstep: Class 47 contains 41842 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16975 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4465 members 
Mstep: Class 54 contains 5043 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17345 members 
Mstep: Class 57 contains 20575 members 
Mstep: Class 58 contains 2046 members 
Mstep: Class 59 contains 36647 members 
Mstep: Class 60 contains 39053 members 
Mstep: Class 61 contains 18780 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 589 members 
Mstep: Class 64 contains 17884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343344.000000 Penalty: 216490.140625
Iteration 204Q: 65 clusters Score -1.613433e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 37775 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 31154 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28424 members 
Mstep: Class 14 contains 55832 members 
Mstep: Class 15 contains 18415 members 
Mstep: Class 16 contains 14280 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 26016 members 
Mstep: Class 19 contains 40276 members 
Mstep: Class 20 contains 31568 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 15111 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19159 members 
Mstep: Class 28 contains 28525 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17091 members 
Mstep: Class 32 contains 15649 members 
Mstep: Class 33 contains 4796 members 
Mstep: Class 34 contains 34277 members 
Mstep: Class 35 contains 36142 members 
Mstep: Class 36 contains 38329 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43342 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 15533 members 
Mstep: Class 45 contains 13271 members 
Mstep: Class 46 contains 6678 members 
Mstep: Class 47 contains 41844 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16961 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 5046 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17261 members 
Mstep: Class 57 contains 20145 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36674 members 
Mstep: Class 60 contains 39050 members 
Mstep: Class 61 contains 18646 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 589 members 
Mstep: Class 64 contains 18589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343504.000000 Penalty: 216490.140625
Iteration 205Q: 65 clusters Score -1.613435e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 37770 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31170 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28406 members 
Mstep: Class 14 contains 55814 members 
Mstep: Class 15 contains 18432 members 
Mstep: Class 16 contains 14778 members 
Mstep: Class 17 contains 7168 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 40282 members 
Mstep: Class 20 contains 31565 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 15092 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19110 members 
Mstep: Class 28 contains 28510 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17075 members 
Mstep: Class 32 contains 15492 members 
Mstep: Class 33 contains 4800 members 
Mstep: Class 34 contains 34281 members 
Mstep: Class 35 contains 36149 members 
Mstep: Class 36 contains 38333 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1330 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43344 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 15333 members 
Mstep: Class 45 contains 13244 members 
Mstep: Class 46 contains 6679 members 
Mstep: Class 47 contains 41866 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16941 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4464 members 
Mstep: Class 54 contains 5047 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 17061 members 
Mstep: Class 57 contains 19665 members 
Mstep: Class 58 contains 2044 members 
Mstep: Class 59 contains 36714 members 
Mstep: Class 60 contains 39039 members 
Mstep: Class 61 contains 18596 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 590 members 
Mstep: Class 64 contains 19257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343584.000000 Penalty: 216490.140625
Iteration 206Q: 65 clusters Score -1.613436e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31176 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28403 members 
Mstep: Class 14 contains 55765 members 
Mstep: Class 15 contains 18425 members 
Mstep: Class 16 contains 15295 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 25999 members 
Mstep: Class 19 contains 40277 members 
Mstep: Class 20 contains 31562 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19064 members 
Mstep: Class 28 contains 28522 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17036 members 
Mstep: Class 32 contains 15451 members 
Mstep: Class 33 contains 4803 members 
Mstep: Class 34 contains 34308 members 
Mstep: Class 35 contains 36098 members 
Mstep: Class 36 contains 38361 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1331 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43349 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 15178 members 
Mstep: Class 45 contains 13204 members 
Mstep: Class 46 contains 6682 members 
Mstep: Class 47 contains 41911 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16922 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4464 members 
Mstep: Class 54 contains 5044 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 16772 members 
Mstep: Class 57 contains 19258 members 
Mstep: Class 58 contains 2044 members 
Mstep: Class 59 contains 36743 members 
Mstep: Class 60 contains 39014 members 
Mstep: Class 61 contains 18551 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 591 members 
Mstep: Class 64 contains 19833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343296.000000 Penalty: 216490.140625
Iteration 207Q: 65 clusters Score -1.613433e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 37741 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 31171 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28405 members 
Mstep: Class 14 contains 55739 members 
Mstep: Class 15 contains 18444 members 
Mstep: Class 16 contains 15736 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 40309 members 
Mstep: Class 20 contains 31565 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 15091 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 19014 members 
Mstep: Class 28 contains 28527 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 17016 members 
Mstep: Class 32 contains 15513 members 
Mstep: Class 33 contains 4806 members 
Mstep: Class 34 contains 34332 members 
Mstep: Class 35 contains 36051 members 
Mstep: Class 36 contains 38391 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1332 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43337 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 15017 members 
Mstep: Class 45 contains 13181 members 
Mstep: Class 46 contains 6682 members 
Mstep: Class 47 contains 41903 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16909 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 5045 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 16420 members 
Mstep: Class 57 contains 18896 members 
Mstep: Class 58 contains 2044 members 
Mstep: Class 59 contains 36760 members 
Mstep: Class 60 contains 39013 members 
Mstep: Class 61 contains 18544 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 593 members 
Mstep: Class 64 contains 20313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343440.000000 Penalty: 216490.140625
Iteration 208Q: 65 clusters Score -1.613434e+08 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 37709 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 31173 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28410 members 
Mstep: Class 14 contains 55717 members 
Mstep: Class 15 contains 18437 members 
Mstep: Class 16 contains 16083 members 
Mstep: Class 17 contains 7175 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 40338 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 18962 members 
Mstep: Class 28 contains 28525 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 16951 members 
Mstep: Class 32 contains 15606 members 
Mstep: Class 33 contains 4810 members 
Mstep: Class 34 contains 34358 members 
Mstep: Class 35 contains 36030 members 
Mstep: Class 36 contains 38406 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1337 members 
Mstep: Class 40 contains 1291 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43313 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14877 members 
Mstep: Class 45 contains 13165 members 
Mstep: Class 46 contains 6682 members 
Mstep: Class 47 contains 41921 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16898 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4462 members 
Mstep: Class 54 contains 5039 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 16128 members 
Mstep: Class 57 contains 18625 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36786 members 
Mstep: Class 60 contains 39001 members 
Mstep: Class 61 contains 18553 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 594 members 
Mstep: Class 64 contains 20717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343216.000000 Penalty: 216490.140625
Iteration 209Q: 65 clusters Score -1.613432e+08 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 37689 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31196 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28387 members 
Mstep: Class 14 contains 55708 members 
Mstep: Class 15 contains 18445 members 
Mstep: Class 16 contains 16353 members 
Mstep: Class 17 contains 7175 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 40392 members 
Mstep: Class 20 contains 31559 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 15093 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 18904 members 
Mstep: Class 28 contains 28518 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 16847 members 
Mstep: Class 32 contains 15723 members 
Mstep: Class 33 contains 4810 members 
Mstep: Class 34 contains 34386 members 
Mstep: Class 35 contains 36032 members 
Mstep: Class 36 contains 38400 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1340 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43306 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14757 members 
Mstep: Class 45 contains 13156 members 
Mstep: Class 46 contains 6680 members 
Mstep: Class 47 contains 41937 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16890 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 5037 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15861 members 
Mstep: Class 57 contains 18475 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36792 members 
Mstep: Class 60 contains 38979 members 
Mstep: Class 61 contains 18541 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 595 members 
Mstep: Class 64 contains 21029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342704.000000 Penalty: 216490.140625
Iteration 210Q: 65 clusters Score -1.613427e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 37680 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5017 members 
Mstep: Class 10 contains 31222 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28360 members 
Mstep: Class 14 contains 55702 members 
Mstep: Class 15 contains 18431 members 
Mstep: Class 16 contains 16560 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 25967 members 
Mstep: Class 19 contains 40436 members 
Mstep: Class 20 contains 31570 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 15098 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 18861 members 
Mstep: Class 28 contains 28515 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 16735 members 
Mstep: Class 32 contains 15835 members 
Mstep: Class 33 contains 4809 members 
Mstep: Class 34 contains 34409 members 
Mstep: Class 35 contains 36011 members 
Mstep: Class 36 contains 38369 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1344 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43313 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14623 members 
Mstep: Class 45 contains 13169 members 
Mstep: Class 46 contains 6677 members 
Mstep: Class 47 contains 41987 members 
Mstep: Class 48 contains 1078 members 
Mstep: Class 49 contains 16861 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 5037 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15655 members 
Mstep: Class 57 contains 18400 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36807 members 
Mstep: Class 60 contains 38975 members 
Mstep: Class 61 contains 18497 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 597 members 
Mstep: Class 64 contains 21298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342480.000000 Penalty: 216490.140625
Iteration 211Q: 65 clusters Score -1.613425e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 37683 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5017 members 
Mstep: Class 10 contains 31253 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28337 members 
Mstep: Class 14 contains 55710 members 
Mstep: Class 15 contains 18421 members 
Mstep: Class 16 contains 16729 members 
Mstep: Class 17 contains 7171 members 
Mstep: Class 18 contains 25960 members 
Mstep: Class 19 contains 40462 members 
Mstep: Class 20 contains 31571 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 18833 members 
Mstep: Class 28 contains 28508 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 16617 members 
Mstep: Class 32 contains 15960 members 
Mstep: Class 33 contains 4810 members 
Mstep: Class 34 contains 34420 members 
Mstep: Class 35 contains 35980 members 
Mstep: Class 36 contains 38319 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43299 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14502 members 
Mstep: Class 45 contains 13188 members 
Mstep: Class 46 contains 6673 members 
Mstep: Class 47 contains 42037 members 
Mstep: Class 48 contains 1078 members 
Mstep: Class 49 contains 16864 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 5038 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15505 members 
Mstep: Class 57 contains 18387 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36806 members 
Mstep: Class 60 contains 38988 members 
Mstep: Class 61 contains 18428 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 598 members 
Mstep: Class 64 contains 21487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342384.000000 Penalty: 216490.140625
Iteration 212Q: 65 clusters Score -1.613424e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37668 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 31274 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 55712 members 
Mstep: Class 15 contains 18419 members 
Mstep: Class 16 contains 16872 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 25955 members 
Mstep: Class 19 contains 40525 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 15104 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 18797 members 
Mstep: Class 28 contains 28510 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 16487 members 
Mstep: Class 32 contains 16117 members 
Mstep: Class 33 contains 4811 members 
Mstep: Class 34 contains 34426 members 
Mstep: Class 35 contains 35904 members 
Mstep: Class 36 contains 38315 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43298 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14387 members 
Mstep: Class 45 contains 13211 members 
Mstep: Class 46 contains 6672 members 
Mstep: Class 47 contains 42076 members 
Mstep: Class 48 contains 1078 members 
Mstep: Class 49 contains 16865 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4467 members 
Mstep: Class 54 contains 5042 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15336 members 
Mstep: Class 57 contains 18410 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36800 members 
Mstep: Class 60 contains 38997 members 
Mstep: Class 61 contains 18353 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 21652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342416.000000 Penalty: 216490.140625
Iteration 213Q: 65 clusters Score -1.613424e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 37667 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1603 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 31279 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 55708 members 
Mstep: Class 15 contains 18385 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 19 contains 40571 members 
Mstep: Class 20 contains 31567 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 15107 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 18763 members 
Mstep: Class 28 contains 28529 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 16320 members 
Mstep: Class 32 contains 16265 members 
Mstep: Class 33 contains 4810 members 
Mstep: Class 34 contains 34427 members 
Mstep: Class 35 contains 35878 members 
Mstep: Class 36 contains 38298 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43301 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14277 members 
Mstep: Class 45 contains 13228 members 
Mstep: Class 46 contains 6671 members 
Mstep: Class 47 contains 42121 members 
Mstep: Class 48 contains 1078 members 
Mstep: Class 49 contains 16868 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4470 members 
Mstep: Class 54 contains 5041 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15225 members 
Mstep: Class 57 contains 18471 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36802 members 
Mstep: Class 60 contains 38968 members 
Mstep: Class 61 contains 18294 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342304.000000 Penalty: 216490.140625
Iteration 214Q: 65 clusters Score -1.613423e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 37673 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 31282 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28285 members 
Mstep: Class 14 contains 55702 members 
Mstep: Class 15 contains 18378 members 
Mstep: Class 16 contains 17067 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 25943 members 
Mstep: Class 19 contains 40642 members 
Mstep: Class 20 contains 31575 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 15107 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 28549 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 16190 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 4810 members 
Mstep: Class 34 contains 34412 members 
Mstep: Class 35 contains 35830 members 
Mstep: Class 36 contains 38254 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43284 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14192 members 
Mstep: Class 45 contains 13237 members 
Mstep: Class 46 contains 6667 members 
Mstep: Class 47 contains 42188 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16872 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4473 members 
Mstep: Class 54 contains 5035 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15082 members 
Mstep: Class 57 contains 18549 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36802 members 
Mstep: Class 60 contains 38941 members 
Mstep: Class 61 contains 18255 members 
Mstep: Class 62 contains 387 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 21938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342512.000000 Penalty: 216490.140625
Iteration 215Q: 65 clusters Score -1.613425e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 37674 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5016 members 
Mstep: Class 10 contains 31307 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28272 members 
Mstep: Class 14 contains 55694 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 17148 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 25935 members 
Mstep: Class 19 contains 40707 members 
Mstep: Class 20 contains 31576 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 15106 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 18703 members 
Mstep: Class 28 contains 28562 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 16041 members 
Mstep: Class 32 contains 16499 members 
Mstep: Class 33 contains 4811 members 
Mstep: Class 34 contains 34405 members 
Mstep: Class 35 contains 35767 members 
Mstep: Class 36 contains 38232 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43262 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14121 members 
Mstep: Class 45 contains 13236 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42251 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16879 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4475 members 
Mstep: Class 54 contains 5032 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 18603 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36820 members 
Mstep: Class 60 contains 38920 members 
Mstep: Class 61 contains 18219 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342592.000000 Penalty: 216490.140625
Iteration 216Q: 65 clusters Score -1.613426e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 37664 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 31317 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28249 members 
Mstep: Class 14 contains 55695 members 
Mstep: Class 15 contains 18375 members 
Mstep: Class 16 contains 17197 members 
Mstep: Class 17 contains 7177 members 
Mstep: Class 18 contains 25924 members 
Mstep: Class 19 contains 40757 members 
Mstep: Class 20 contains 31583 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 15106 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 18671 members 
Mstep: Class 28 contains 28559 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 15917 members 
Mstep: Class 32 contains 16590 members 
Mstep: Class 33 contains 4812 members 
Mstep: Class 34 contains 34395 members 
Mstep: Class 35 contains 35755 members 
Mstep: Class 36 contains 38209 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1372 members 
Mstep: Class 40 contains 1288 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43258 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 14054 members 
Mstep: Class 45 contains 13244 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42269 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16883 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4476 members 
Mstep: Class 54 contains 5024 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14909 members 
Mstep: Class 57 contains 18669 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36844 members 
Mstep: Class 60 contains 38901 members 
Mstep: Class 61 contains 18186 members 
Mstep: Class 62 contains 388 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342656.000000 Penalty: 216490.140625
Iteration 217Q: 65 clusters Score -1.613427e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 37663 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31344 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28222 members 
Mstep: Class 14 contains 55700 members 
Mstep: Class 15 contains 18355 members 
Mstep: Class 16 contains 17217 members 
Mstep: Class 17 contains 7182 members 
Mstep: Class 18 contains 25907 members 
Mstep: Class 19 contains 40801 members 
Mstep: Class 20 contains 31580 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 15110 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 18650 members 
Mstep: Class 28 contains 28551 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 15791 members 
Mstep: Class 32 contains 16674 members 
Mstep: Class 33 contains 4812 members 
Mstep: Class 34 contains 34397 members 
Mstep: Class 35 contains 35731 members 
Mstep: Class 36 contains 38179 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1374 members 
Mstep: Class 40 contains 1287 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43251 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13972 members 
Mstep: Class 45 contains 13251 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 42295 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16874 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4474 members 
Mstep: Class 54 contains 5016 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14872 members 
Mstep: Class 57 contains 18796 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36851 members 
Mstep: Class 60 contains 38881 members 
Mstep: Class 61 contains 18135 members 
Mstep: Class 62 contains 390 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342384.000000 Penalty: 216490.140625
Iteration 218Q: 65 clusters Score -1.613424e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 37659 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 31384 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 55696 members 
Mstep: Class 15 contains 18350 members 
Mstep: Class 16 contains 17228 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 25894 members 
Mstep: Class 19 contains 40879 members 
Mstep: Class 20 contains 31559 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 15117 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 18622 members 
Mstep: Class 28 contains 28541 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 15668 members 
Mstep: Class 32 contains 16778 members 
Mstep: Class 33 contains 4815 members 
Mstep: Class 34 contains 34389 members 
Mstep: Class 35 contains 35710 members 
Mstep: Class 36 contains 38186 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43245 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13891 members 
Mstep: Class 45 contains 13252 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 42285 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16859 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4474 members 
Mstep: Class 54 contains 5013 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14825 members 
Mstep: Class 57 contains 18884 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36866 members 
Mstep: Class 60 contains 38855 members 
Mstep: Class 61 contains 18109 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342544.000000 Penalty: 216490.140625
Iteration 219Q: 65 clusters Score -1.613425e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37660 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31408 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28203 members 
Mstep: Class 14 contains 55697 members 
Mstep: Class 15 contains 18323 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 25885 members 
Mstep: Class 19 contains 40951 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 1553 members 
Mstep: Class 22 contains 15123 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 977 members 
Mstep: Class 27 contains 18604 members 
Mstep: Class 28 contains 28533 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 15528 members 
Mstep: Class 32 contains 16872 members 
Mstep: Class 33 contains 4816 members 
Mstep: Class 34 contains 34374 members 
Mstep: Class 35 contains 35732 members 
Mstep: Class 36 contains 38179 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43233 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13849 members 
Mstep: Class 45 contains 13260 members 
Mstep: Class 46 contains 6655 members 
Mstep: Class 47 contains 42261 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16836 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4478 members 
Mstep: Class 54 contains 5012 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14821 members 
Mstep: Class 57 contains 18952 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36880 members 
Mstep: Class 60 contains 38828 members 
Mstep: Class 61 contains 18071 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342560.000000 Penalty: 216490.140625
Iteration 220F: 65 clusters Score -1.613426e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 37667 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 31426 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28183 members 
Mstep: Class 14 contains 55692 members 
Mstep: Class 15 contains 18301 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 25884 members 
Mstep: Class 19 contains 40998 members 
Mstep: Class 20 contains 31533 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 15120 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 18558 members 
Mstep: Class 28 contains 28524 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 15402 members 
Mstep: Class 32 contains 16913 members 
Mstep: Class 33 contains 4816 members 
Mstep: Class 34 contains 34374 members 
Mstep: Class 35 contains 35756 members 
Mstep: Class 36 contains 38155 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1375 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43234 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13798 members 
Mstep: Class 45 contains 13258 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42233 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16838 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4481 members 
Mstep: Class 54 contains 5009 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14853 members 
Mstep: Class 57 contains 18933 members 
Mstep: Class 58 contains 2043 members 
Mstep: Class 59 contains 36894 members 
Mstep: Class 60 contains 38833 members 
Mstep: Class 61 contains 18003 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342560.000000 Penalty: 216490.140625
Iteration 221Q: 65 clusters Score -1.613426e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37688 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 31445 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28167 members 
Mstep: Class 14 contains 55677 members 
Mstep: Class 15 contains 18287 members 
Mstep: Class 16 contains 17412 members 
Mstep: Class 17 contains 7191 members 
Mstep: Class 18 contains 25883 members 
Mstep: Class 19 contains 41049 members 
Mstep: Class 20 contains 31531 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 15137 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 18494 members 
Mstep: Class 28 contains 28535 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 15282 members 
Mstep: Class 32 contains 16985 members 
Mstep: Class 33 contains 4816 members 
Mstep: Class 34 contains 34372 members 
Mstep: Class 35 contains 35757 members 
Mstep: Class 36 contains 38124 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43233 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13771 members 
Mstep: Class 45 contains 13247 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42190 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16842 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4481 members 
Mstep: Class 54 contains 4998 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14888 members 
Mstep: Class 57 contains 18948 members 
Mstep: Class 58 contains 2042 members 
Mstep: Class 59 contains 36899 members 
Mstep: Class 60 contains 38856 members 
Mstep: Class 61 contains 17940 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342672.000000 Penalty: 216490.140625
Iteration 222Q: 65 clusters Score -1.613427e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37682 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31452 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28150 members 
Mstep: Class 14 contains 55671 members 
Mstep: Class 15 contains 18273 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 7190 members 
Mstep: Class 18 contains 25872 members 
Mstep: Class 19 contains 41087 members 
Mstep: Class 20 contains 31541 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 15151 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 18452 members 
Mstep: Class 28 contains 28523 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 15155 members 
Mstep: Class 32 contains 17078 members 
Mstep: Class 33 contains 4817 members 
Mstep: Class 34 contains 34388 members 
Mstep: Class 35 contains 35783 members 
Mstep: Class 36 contains 38107 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43235 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13741 members 
Mstep: Class 45 contains 13233 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 42196 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16840 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4482 members 
Mstep: Class 54 contains 4993 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14910 members 
Mstep: Class 57 contains 18979 members 
Mstep: Class 58 contains 2042 members 
Mstep: Class 59 contains 36894 members 
Mstep: Class 60 contains 38843 members 
Mstep: Class 61 contains 17887 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342560.000000 Penalty: 216490.140625
Iteration 223Q: 65 clusters Score -1.613426e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37680 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3543 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 31471 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28138 members 
Mstep: Class 14 contains 55652 members 
Mstep: Class 15 contains 18270 members 
Mstep: Class 16 contains 17471 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 25857 members 
Mstep: Class 19 contains 41153 members 
Mstep: Class 20 contains 31549 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 15157 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 18405 members 
Mstep: Class 28 contains 28521 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 15053 members 
Mstep: Class 32 contains 17145 members 
Mstep: Class 33 contains 4817 members 
Mstep: Class 34 contains 34382 members 
Mstep: Class 35 contains 35802 members 
Mstep: Class 36 contains 38091 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43247 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13698 members 
Mstep: Class 45 contains 13234 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 42191 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16827 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4481 members 
Mstep: Class 54 contains 4990 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14917 members 
Mstep: Class 57 contains 19042 members 
Mstep: Class 58 contains 2041 members 
Mstep: Class 59 contains 36885 members 
Mstep: Class 60 contains 38834 members 
Mstep: Class 61 contains 17823 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342864.000000 Penalty: 216490.140625
Iteration 224Q: 65 clusters Score -1.613429e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 37684 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5017 members 
Mstep: Class 10 contains 31485 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28116 members 
Mstep: Class 14 contains 55643 members 
Mstep: Class 15 contains 18270 members 
Mstep: Class 16 contains 17511 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25845 members 
Mstep: Class 19 contains 41208 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 18352 members 
Mstep: Class 28 contains 28530 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14975 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 4818 members 
Mstep: Class 34 contains 34400 members 
Mstep: Class 35 contains 35821 members 
Mstep: Class 36 contains 38077 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 43265 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13675 members 
Mstep: Class 45 contains 13220 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 42157 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16821 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4480 members 
Mstep: Class 54 contains 4985 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14889 members 
Mstep: Class 57 contains 19102 members 
Mstep: Class 58 contains 2041 members 
Mstep: Class 59 contains 36862 members 
Mstep: Class 60 contains 38827 members 
Mstep: Class 61 contains 17769 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 22933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342672.000000 Penalty: 216490.140625
Iteration 225Q: 65 clusters Score -1.613427e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37698 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5014 members 
Mstep: Class 10 contains 31482 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28093 members 
Mstep: Class 14 contains 55651 members 
Mstep: Class 15 contains 18278 members 
Mstep: Class 16 contains 17524 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25823 members 
Mstep: Class 19 contains 41225 members 
Mstep: Class 20 contains 31551 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 18291 members 
Mstep: Class 28 contains 28519 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14897 members 
Mstep: Class 32 contains 17300 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 34443 members 
Mstep: Class 35 contains 35843 members 
Mstep: Class 36 contains 38041 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 43281 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13645 members 
Mstep: Class 45 contains 13212 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42150 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16826 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4478 members 
Mstep: Class 54 contains 4985 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14868 members 
Mstep: Class 57 contains 19151 members 
Mstep: Class 58 contains 2041 members 
Mstep: Class 59 contains 36833 members 
Mstep: Class 60 contains 38876 members 
Mstep: Class 61 contains 17726 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342608.000000 Penalty: 216490.140625
Iteration 226Q: 65 clusters Score -1.613426e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 37703 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4913 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5013 members 
Mstep: Class 10 contains 31492 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28059 members 
Mstep: Class 14 contains 55655 members 
Mstep: Class 15 contains 18293 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25803 members 
Mstep: Class 19 contains 41226 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 15191 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 18260 members 
Mstep: Class 28 contains 28519 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14841 members 
Mstep: Class 32 contains 17358 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 34468 members 
Mstep: Class 35 contains 35867 members 
Mstep: Class 36 contains 38021 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 43296 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13602 members 
Mstep: Class 45 contains 13212 members 
Mstep: Class 46 contains 6655 members 
Mstep: Class 47 contains 42197 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16811 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4479 members 
Mstep: Class 54 contains 4979 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14829 members 
Mstep: Class 57 contains 19211 members 
Mstep: Class 58 contains 2041 members 
Mstep: Class 59 contains 36798 members 
Mstep: Class 60 contains 38867 members 
Mstep: Class 61 contains 17683 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342880.000000 Penalty: 216490.140625
Iteration 227Q: 65 clusters Score -1.613429e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 37717 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5013 members 
Mstep: Class 10 contains 31498 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28034 members 
Mstep: Class 14 contains 55654 members 
Mstep: Class 15 contains 18300 members 
Mstep: Class 16 contains 17559 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 25778 members 
Mstep: Class 19 contains 41244 members 
Mstep: Class 20 contains 31555 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 15201 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 18221 members 
Mstep: Class 28 contains 28523 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14774 members 
Mstep: Class 32 contains 17392 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34494 members 
Mstep: Class 35 contains 35872 members 
Mstep: Class 36 contains 38005 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 43310 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13601 members 
Mstep: Class 45 contains 13205 members 
Mstep: Class 46 contains 6655 members 
Mstep: Class 47 contains 42209 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16813 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4482 members 
Mstep: Class 54 contains 4978 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14815 members 
Mstep: Class 57 contains 19273 members 
Mstep: Class 58 contains 2041 members 
Mstep: Class 59 contains 36786 members 
Mstep: Class 60 contains 38861 members 
Mstep: Class 61 contains 17636 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342464.000000 Penalty: 216490.140625
Iteration 228Q: 65 clusters Score -1.613425e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 37730 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 10 contains 31511 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28027 members 
Mstep: Class 14 contains 55650 members 
Mstep: Class 15 contains 18306 members 
Mstep: Class 16 contains 17578 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 25762 members 
Mstep: Class 19 contains 41257 members 
Mstep: Class 20 contains 31545 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 15212 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 18186 members 
Mstep: Class 28 contains 28526 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14700 members 
Mstep: Class 32 contains 17419 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 34531 members 
Mstep: Class 35 contains 35851 members 
Mstep: Class 36 contains 38000 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 43323 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13598 members 
Mstep: Class 45 contains 13201 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 42197 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16799 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4484 members 
Mstep: Class 54 contains 4966 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14818 members 
Mstep: Class 57 contains 19343 members 
Mstep: Class 58 contains 2040 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 38856 members 
Mstep: Class 61 contains 17599 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342832.000000 Penalty: 216490.140625
Iteration 229Q: 65 clusters Score -1.613428e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37743 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 31506 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28022 members 
Mstep: Class 14 contains 55652 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 17568 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 25747 members 
Mstep: Class 19 contains 41284 members 
Mstep: Class 20 contains 31553 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 18147 members 
Mstep: Class 28 contains 28522 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14626 members 
Mstep: Class 32 contains 17449 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34568 members 
Mstep: Class 35 contains 35829 members 
Mstep: Class 36 contains 37971 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1285 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 43337 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13610 members 
Mstep: Class 45 contains 13197 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 42200 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4489 members 
Mstep: Class 54 contains 4958 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14838 members 
Mstep: Class 57 contains 19396 members 
Mstep: Class 58 contains 2039 members 
Mstep: Class 59 contains 36756 members 
Mstep: Class 60 contains 38862 members 
Mstep: Class 61 contains 17570 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342656.000000 Penalty: 216490.140625
Iteration 230Q: 65 clusters Score -1.613427e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 37742 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 31509 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28014 members 
Mstep: Class 14 contains 55656 members 
Mstep: Class 15 contains 18302 members 
Mstep: Class 16 contains 17571 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 25735 members 
Mstep: Class 19 contains 41324 members 
Mstep: Class 20 contains 31559 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 15226 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 18103 members 
Mstep: Class 28 contains 28518 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14546 members 
Mstep: Class 32 contains 17466 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 34593 members 
Mstep: Class 35 contains 35829 members 
Mstep: Class 36 contains 37948 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 43348 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13632 members 
Mstep: Class 45 contains 13200 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42200 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16789 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4492 members 
Mstep: Class 54 contains 4953 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14889 members 
Mstep: Class 57 contains 19413 members 
Mstep: Class 58 contains 2039 members 
Mstep: Class 59 contains 36729 members 
Mstep: Class 60 contains 38866 members 
Mstep: Class 61 contains 17552 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342528.000000 Penalty: 216490.140625
Iteration 231Q: 65 clusters Score -1.613425e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 37732 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 31520 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28003 members 
Mstep: Class 14 contains 55648 members 
Mstep: Class 15 contains 18315 members 
Mstep: Class 16 contains 17564 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 25728 members 
Mstep: Class 19 contains 41365 members 
Mstep: Class 20 contains 31566 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 15238 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 18058 members 
Mstep: Class 28 contains 28508 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14471 members 
Mstep: Class 32 contains 17481 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 34624 members 
Mstep: Class 35 contains 35821 members 
Mstep: Class 36 contains 37910 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13626 members 
Mstep: Class 45 contains 13205 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42208 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16788 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4492 members 
Mstep: Class 54 contains 4948 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14929 members 
Mstep: Class 57 contains 19443 members 
Mstep: Class 58 contains 2039 members 
Mstep: Class 59 contains 36718 members 
Mstep: Class 60 contains 38874 members 
Mstep: Class 61 contains 17525 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342288.000000 Penalty: 216490.140625
Iteration 232Q: 65 clusters Score -1.613423e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37736 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 31512 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28022 members 
Mstep: Class 14 contains 55634 members 
Mstep: Class 15 contains 18322 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 25727 members 
Mstep: Class 19 contains 41377 members 
Mstep: Class 20 contains 31573 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 15239 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 18009 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14402 members 
Mstep: Class 32 contains 17507 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 34651 members 
Mstep: Class 35 contains 35813 members 
Mstep: Class 36 contains 37868 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1287 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 43380 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13628 members 
Mstep: Class 45 contains 13218 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 42229 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16796 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4494 members 
Mstep: Class 54 contains 4938 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14977 members 
Mstep: Class 57 contains 19482 members 
Mstep: Class 58 contains 2039 members 
Mstep: Class 59 contains 36706 members 
Mstep: Class 60 contains 38878 members 
Mstep: Class 61 contains 17487 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342256.000000 Penalty: 216490.140625
Iteration 233Q: 65 clusters Score -1.613423e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 37728 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 31519 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28020 members 
Mstep: Class 14 contains 55624 members 
Mstep: Class 15 contains 18335 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 7196 members 
Mstep: Class 18 contains 25728 members 
Mstep: Class 19 contains 41407 members 
Mstep: Class 20 contains 31580 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 15242 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 17948 members 
Mstep: Class 28 contains 28499 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14351 members 
Mstep: Class 32 contains 17543 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34680 members 
Mstep: Class 35 contains 35780 members 
Mstep: Class 36 contains 37838 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1288 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 43387 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13637 members 
Mstep: Class 45 contains 13236 members 
Mstep: Class 46 contains 6654 members 
Mstep: Class 47 contains 42267 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4497 members 
Mstep: Class 54 contains 4936 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15012 members 
Mstep: Class 57 contains 19522 members 
Mstep: Class 58 contains 2039 members 
Mstep: Class 59 contains 36669 members 
Mstep: Class 60 contains 38894 members 
Mstep: Class 61 contains 17435 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 600 members 
Mstep: Class 64 contains 23247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342096.000000 Penalty: 216490.140625
Iteration 234Q: 65 clusters Score -1.613421e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 37730 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 31526 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28004 members 
Mstep: Class 14 contains 55625 members 
Mstep: Class 15 contains 18344 members 
Mstep: Class 16 contains 17529 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31585 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 15252 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17889 members 
Mstep: Class 28 contains 28506 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 34698 members 
Mstep: Class 35 contains 35755 members 
Mstep: Class 36 contains 37808 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43399 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13634 members 
Mstep: Class 45 contains 13261 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 42325 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16779 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4496 members 
Mstep: Class 54 contains 4934 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15054 members 
Mstep: Class 57 contains 19551 members 
Mstep: Class 58 contains 2039 members 
Mstep: Class 59 contains 36644 members 
Mstep: Class 60 contains 38871 members 
Mstep: Class 61 contains 17409 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342256.000000 Penalty: 216490.140625
Iteration 235Q: 65 clusters Score -1.613423e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 37734 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31543 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27996 members 
Mstep: Class 14 contains 55620 members 
Mstep: Class 15 contains 18373 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 19 contains 41456 members 
Mstep: Class 20 contains 31578 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 15256 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17843 members 
Mstep: Class 28 contains 28507 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14288 members 
Mstep: Class 32 contains 17573 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 34716 members 
Mstep: Class 35 contains 35751 members 
Mstep: Class 36 contains 37797 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43388 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13649 members 
Mstep: Class 45 contains 13281 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42350 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16775 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4493 members 
Mstep: Class 54 contains 4930 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15071 members 
Mstep: Class 57 contains 19563 members 
Mstep: Class 58 contains 2039 members 
Mstep: Class 59 contains 36622 members 
Mstep: Class 60 contains 38846 members 
Mstep: Class 61 contains 17376 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342112.000000 Penalty: 216490.140625
Iteration 236Q: 65 clusters Score -1.613421e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 37752 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 31541 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27996 members 
Mstep: Class 14 contains 55620 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 17520 members 
Mstep: Class 17 contains 7192 members 
Mstep: Class 18 contains 25739 members 
Mstep: Class 19 contains 41465 members 
Mstep: Class 20 contains 31575 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 15265 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17797 members 
Mstep: Class 28 contains 28508 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14274 members 
Mstep: Class 32 contains 17566 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34727 members 
Mstep: Class 35 contains 35731 members 
Mstep: Class 36 contains 37776 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43377 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13651 members 
Mstep: Class 45 contains 13300 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 42363 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16783 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4494 members 
Mstep: Class 54 contains 4924 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15105 members 
Mstep: Class 57 contains 19575 members 
Mstep: Class 58 contains 2039 members 
Mstep: Class 59 contains 36617 members 
Mstep: Class 60 contains 38849 members 
Mstep: Class 61 contains 17356 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342256.000000 Penalty: 216490.140625
Iteration 237Q: 65 clusters Score -1.613423e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 37737 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4994 members 
Mstep: Class 10 contains 31566 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55611 members 
Mstep: Class 15 contains 18405 members 
Mstep: Class 16 contains 17501 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25737 members 
Mstep: Class 19 contains 41473 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15263 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17754 members 
Mstep: Class 28 contains 28510 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14264 members 
Mstep: Class 32 contains 17570 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 34750 members 
Mstep: Class 35 contains 35680 members 
Mstep: Class 36 contains 37775 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43388 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13660 members 
Mstep: Class 45 contains 13325 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 42410 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16790 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4497 members 
Mstep: Class 54 contains 4919 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15143 members 
Mstep: Class 57 contains 19556 members 
Mstep: Class 58 contains 2038 members 
Mstep: Class 59 contains 36598 members 
Mstep: Class 60 contains 38832 members 
Mstep: Class 61 contains 17333 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341984.000000 Penalty: 216490.140625
Iteration 238Q: 65 clusters Score -1.61342e+08 nChanged 1286
Entering ConstructFrom: 
Score: -161341984.000000 Penalty: 216490.140625
Entering ConstructFrom: 
Trying to split cluster 1 (5796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Entering Unmasked Estep 
Score: -1093321.875000 Penalty: 2148.901123
	Iteration 0F: 2 clusters Score -1093322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1088259.500000 Penalty: 4297.802246
	Iteration 0F: 3 clusters Score -1088260 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1089561.625000 Penalty: 4297.802246
	Iteration 1F: 3 clusters Score -1089562 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1089802.125000 Penalty: 4297.802246
	Iteration 2F: 3 clusters Score -1089802 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1089930.250000 Penalty: 4297.802246
	Iteration 3Q: 3 clusters Score -1089930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1090016.125000 Penalty: 4297.802246
	Iteration 4Q: 3 clusters Score -1090016 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1090102.750000 Penalty: 4297.802246
	Iteration 5Q: 3 clusters Score -1090103 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1090172.250000 Penalty: 4297.802246
	Iteration 6Q: 3 clusters Score -1090172 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1090226.125000 Penalty: 4297.802246
	Iteration 7Q: 3 clusters Score -1090226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1090280.875000 Penalty: 4297.802246
	Iteration 8Q: 3 clusters Score -1090281 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1090324.250000 Penalty: 4297.802246
	Iteration 9Q: 3 clusters Score -1090324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1090368.875000 Penalty: 4297.802246
	Iteration 10Q: 3 clusters Score -1090369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1090414.625000 Penalty: 4297.802246
	Iteration 11Q: 3 clusters Score -1090415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1090464.500000 Penalty: 4297.802246
	Iteration 12Q: 3 clusters Score -1090464 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1090509.000000 Penalty: 4297.802246
	Iteration 13Q: 3 clusters Score -1090509 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1090553.750000 Penalty: 4297.802246
	Iteration 14Q: 3 clusters Score -1090554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1090602.000000 Penalty: 4297.802246
	Iteration 15Q: 3 clusters Score -1090602 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1090641.000000 Penalty: 4297.802246
	Iteration 16Q: 3 clusters Score -1090641 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1090678.875000 Penalty: 4297.802246
	Iteration 17Q: 3 clusters Score -1090679 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1090718.750000 Penalty: 4297.802246
	Iteration 18Q: 3 clusters Score -1090719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1090767.125000 Penalty: 4297.802246
	Iteration 19Q: 3 clusters Score -1090767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1090831.500000 Penalty: 4297.802246
	Iteration 20F: 3 clusters Score -1090832 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1090901.000000 Penalty: 4297.802246
	Iteration 21Q: 3 clusters Score -1090901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1090971.500000 Penalty: 4297.802246
	Iteration 22Q: 3 clusters Score -1090972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1091038.500000 Penalty: 4297.802246
	Iteration 23Q: 3 clusters Score -1091038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1091094.500000 Penalty: 4297.802246
	Iteration 24Q: 3 clusters Score -1091094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1091148.125000 Penalty: 4297.802246
	Iteration 25Q: 3 clusters Score -1091148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1091188.625000 Penalty: 4297.802246
	Iteration 26Q: 3 clusters Score -1091189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1091227.500000 Penalty: 4297.802246
	Iteration 27Q: 3 clusters Score -1091228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1091258.500000 Penalty: 4297.802246
	Iteration 28Q: 3 clusters Score -1091258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1091283.875000 Penalty: 4297.802246
	Iteration 29Q: 3 clusters Score -1091284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1091310.500000 Penalty: 4297.802246
	Iteration 30Q: 3 clusters Score -1091310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1091335.250000 Penalty: 4297.802246
	Iteration 31Q: 3 clusters Score -1091335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1091358.750000 Penalty: 4297.802246
	Iteration 32Q: 3 clusters Score -1091359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1091381.125000 Penalty: 4297.802246
	Iteration 33Q: 3 clusters Score -1091381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1091394.250000 Penalty: 4297.802246
	Iteration 34Q: 3 clusters Score -1091394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1091408.375000 Penalty: 4297.802246
	Iteration 35Q: 3 clusters Score -1091408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1091416.875000 Penalty: 4297.802246
	Iteration 36Q: 3 clusters Score -1091417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1091427.875000 Penalty: 4297.802246
	Iteration 37Q: 3 clusters Score -1091428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1091436.000000 Penalty: 4297.802246
	Iteration 38Q: 3 clusters Score -1091436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1091443.500000 Penalty: 4297.802246
	Iteration 39Q: 3 clusters Score -1091444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1091452.750000 Penalty: 4297.802246
	Iteration 40F: 3 clusters Score -1091453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1091464.000000 Penalty: 4297.802246
	Iteration 41Q: 3 clusters Score -1091464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1091469.625000 Penalty: 4297.802246
	Iteration 42Q: 3 clusters Score -1091470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1091472.375000 Penalty: 4297.802246
	Iteration 43Q: 3 clusters Score -1091472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1091478.000000 Penalty: 4297.802246
	Iteration 44Q: 3 clusters Score -1091478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1091483.500000 Penalty: 4297.802246
	Iteration 45Q: 3 clusters Score -1091484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1091488.250000 Penalty: 4297.802246
	Iteration 46Q: 3 clusters Score -1091488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1091490.125000 Penalty: 4297.802246
	Iteration 47Q: 3 clusters Score -1091490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1091494.500000 Penalty: 4297.802246
	Iteration 48Q: 3 clusters Score -1091494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1091497.875000 Penalty: 4297.802246
	Iteration 49Q: 3 clusters Score -1091498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1091504.875000 Penalty: 4297.802246
	Iteration 50Q: 3 clusters Score -1091505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1091510.875000 Penalty: 4297.802246
	Iteration 51Q: 3 clusters Score -1091511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1091516.125000 Penalty: 4297.802246
	Iteration 52Q: 3 clusters Score -1091516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1091521.125000 Penalty: 4297.802246
	Iteration 53Q: 3 clusters Score -1091521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1091528.125000 Penalty: 4297.802246
	Iteration 54Q: 3 clusters Score -1091528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1091533.250000 Penalty: 4297.802246
	Iteration 55Q: 3 clusters Score -1091533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1091536.625000 Penalty: 4297.802246
	Iteration 56Q: 3 clusters Score -1091537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1091536.625000 Penalty: 4297.802246
	Iteration 57F: 3 clusters Score -1091537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Entering Unmasked Estep 
Score: -7334063.000000 Penalty: 2613.699463
	Iteration 0F: 2 clusters Score -7334063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -7312009.000000 Penalty: 5227.398926
	Iteration 0F: 3 clusters Score -7312009 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -7321445.500000 Penalty: 5227.398926
	Iteration 1F: 3 clusters Score -7321446 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -7321904.000000 Penalty: 5227.398926
	Iteration 2Q: 3 clusters Score -7321904 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -7322322.000000 Penalty: 5227.398926
	Iteration 3Q: 3 clusters Score -7322322 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -7322685.000000 Penalty: 5227.398926
	Iteration 4Q: 3 clusters Score -7322685 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -7323123.000000 Penalty: 5227.398926
	Iteration 5Q: 3 clusters Score -7323123 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -7323694.500000 Penalty: 5227.398926
	Iteration 6Q: 3 clusters Score -7323694 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -7324363.500000 Penalty: 5227.398926
	Iteration 7Q: 3 clusters Score -7324364 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -7325323.500000 Penalty: 5227.398926
	Iteration 8F: 3 clusters Score -7325324 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -7326524.000000 Penalty: 5227.398926
	Iteration 9F: 3 clusters Score -7326524 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -7327566.500000 Penalty: 5227.398926
	Iteration 10F: 3 clusters Score -7327566 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -7328653.000000 Penalty: 5227.398926
	Iteration 11F: 3 clusters Score -7328653 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7329450.500000 Penalty: 5227.398926
	Iteration 12Q: 3 clusters Score -7329450 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7330097.000000 Penalty: 5227.398926
	Iteration 13Q: 3 clusters Score -7330097 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7330621.000000 Penalty: 5227.398926
	Iteration 14Q: 3 clusters Score -7330621 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7330962.500000 Penalty: 5227.398926
	Iteration 15Q: 3 clusters Score -7330962 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7331207.000000 Penalty: 5227.398926
	Iteration 16Q: 3 clusters Score -7331207 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7331358.500000 Penalty: 5227.398926
	Iteration 17Q: 3 clusters Score -7331358 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7331474.000000 Penalty: 5227.398926
	Iteration 18Q: 3 clusters Score -7331474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7331566.000000 Penalty: 5227.398926
	Iteration 19Q: 3 clusters Score -7331566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7331602.500000 Penalty: 5227.398926
	Iteration 20F: 3 clusters Score -7331602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7331642.000000 Penalty: 5227.398926
	Iteration 21Q: 3 clusters Score -7331642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7331679.000000 Penalty: 5227.398926
	Iteration 22Q: 3 clusters Score -7331679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7331698.500000 Penalty: 5227.398926
	Iteration 23Q: 3 clusters Score -7331698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7331719.500000 Penalty: 5227.398926
	Iteration 24Q: 3 clusters Score -7331720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7331739.500000 Penalty: 5227.398926
	Iteration 25Q: 3 clusters Score -7331740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7331758.500000 Penalty: 5227.398926
	Iteration 26Q: 3 clusters Score -7331758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7331762.500000 Penalty: 5227.398926
	Iteration 27Q: 3 clusters Score -7331762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7331768.000000 Penalty: 5227.398926
	Iteration 28Q: 3 clusters Score -7331768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7331775.500000 Penalty: 5227.398926
	Iteration 29Q: 3 clusters Score -7331776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7331779.500000 Penalty: 5227.398926
	Iteration 30Q: 3 clusters Score -7331780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7331784.500000 Penalty: 5227.398926
	Iteration 31Q: 3 clusters Score -7331784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7331790.000000 Penalty: 5227.398926
	Iteration 32Q: 3 clusters Score -7331790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7331801.500000 Penalty: 5227.398926
	Iteration 33Q: 3 clusters Score -7331802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7331808.000000 Penalty: 5227.398926
	Iteration 34Q: 3 clusters Score -7331808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7331808.000000 Penalty: 5227.398926
	Iteration 35Q: 3 clusters Score -7331808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7331805.000000 Penalty: 5227.398926
	Iteration 36Q: 3 clusters Score -7331805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7331822.500000 Penalty: 5227.398926
	Iteration 37Q: 3 clusters Score -7331822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7331830.000000 Penalty: 5227.398926
	Iteration 38Q: 3 clusters Score -7331830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7331834.500000 Penalty: 5227.398926
	Iteration 39Q: 3 clusters Score -7331834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7331835.500000 Penalty: 5227.398926
	Iteration 40F: 3 clusters Score -7331836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7331842.000000 Penalty: 5227.398926
	Iteration 41Q: 3 clusters Score -7331842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7331835.000000 Penalty: 5227.398926
	Iteration 42Q: 3 clusters Score -7331835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7331843.500000 Penalty: 5227.398926
	Iteration 43Q: 3 clusters Score -7331844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7331840.500000 Penalty: 5227.398926
	Iteration 44Q: 3 clusters Score -7331840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7331850.000000 Penalty: 5227.398926
	Iteration 45Q: 3 clusters Score -7331850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7331846.000000 Penalty: 5227.398926
	Iteration 46Q: 3 clusters Score -7331846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7331849.000000 Penalty: 5227.398926
	Iteration 47Q: 3 clusters Score -7331849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7331853.500000 Penalty: 5227.398926
	Iteration 48Q: 3 clusters Score -7331854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7331853.500000 Penalty: 5227.398926
	Iteration 49F: 3 clusters Score -7331854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -77270.929688 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -77270.93 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 279 members 
Entering Unmasked Estep 
Score: -75908.195312 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -75908.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76429.679688 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -76429.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76636.468750 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -76636.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -76709.078125 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -76709.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76742.992188 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -76742.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76784.554688 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -76784.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76832.835938 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -76832.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76858.046875 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -76858.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76890.484375 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -76890.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76979.210938 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -76979.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77026.992188 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -77026.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77125.007812 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -77125.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77260.445312 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -77260.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77426.343750 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -77426.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -77506.867188 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -77506.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77645.570312 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -77645.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77738.093750 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -77738.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77802.757812 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -77802.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77914.046875 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -77914.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77963.031250 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -77963.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78004.132812 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -78004.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78064.109375 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -78064.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78082.171875 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -78082.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78107.421875 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -78107.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78113.187500 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -78113.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78113.187500 Penalty: 3123.366211
	Iteration 25F: 3 clusters Score -78113.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 239 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31580 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17713 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 17556 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34772 members 
Mstep: Class 35 contains 35609 members 
Mstep: Class 36 contains 37763 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43383 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42479 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4495 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15199 members 
Mstep: Class 57 contains 19554 members 
Mstep: Class 58 contains 2036 members 
Mstep: Class 59 contains 36571 members 
Mstep: Class 60 contains 38852 members 
Mstep: Class 61 contains 17322 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23270 members 
Mstep: Class 65 contains 304 members 
Entering Unmasked Estep 
Score: -161341472.000000 Penalty: 219872.796875
Splitting cluster 3 changes total score from -161341984.000000 to -161341472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -980435.812500 Penalty: 2107.961182
	Iteration 0F: 2 clusters Score -980435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -975983.500000 Penalty: 4215.922363
	Iteration 0F: 3 clusters Score -975983.5 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -977081.312500 Penalty: 4215.922363
	Iteration 1F: 3 clusters Score -977081.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -977287.562500 Penalty: 4215.922363
	Iteration 2F: 3 clusters Score -977287.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -977392.875000 Penalty: 4215.922363
	Iteration 3Q: 3 clusters Score -977392.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -977455.437500 Penalty: 4215.922363
	Iteration 4Q: 3 clusters Score -977455.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -977502.312500 Penalty: 4215.922363
	Iteration 5Q: 3 clusters Score -977502.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -977536.000000 Penalty: 4215.922363
	Iteration 6Q: 3 clusters Score -977536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -977558.625000 Penalty: 4215.922363
	Iteration 7Q: 3 clusters Score -977558.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -977576.312500 Penalty: 4215.922363
	Iteration 8Q: 3 clusters Score -977576.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -977588.750000 Penalty: 4215.922363
	Iteration 9Q: 3 clusters Score -977588.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -977603.250000 Penalty: 4215.922363
	Iteration 10Q: 3 clusters Score -977603.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -977613.687500 Penalty: 4215.922363
	Iteration 11Q: 3 clusters Score -977613.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -977622.812500 Penalty: 4215.922363
	Iteration 12Q: 3 clusters Score -977622.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -977636.062500 Penalty: 4215.922363
	Iteration 13Q: 3 clusters Score -977636.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -977645.562500 Penalty: 4215.922363
	Iteration 14Q: 3 clusters Score -977645.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -977654.875000 Penalty: 4215.922363
	Iteration 15Q: 3 clusters Score -977654.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -977664.000000 Penalty: 4215.922363
	Iteration 16Q: 3 clusters Score -977664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -977672.125000 Penalty: 4215.922363
	Iteration 17Q: 3 clusters Score -977672.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -977676.562500 Penalty: 4215.922363
	Iteration 18Q: 3 clusters Score -977676.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -977681.000000 Penalty: 4215.922363
	Iteration 19Q: 3 clusters Score -977681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -977685.875000 Penalty: 4215.922363
	Iteration 20F: 3 clusters Score -977685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -977689.250000 Penalty: 4215.922363
	Iteration 21Q: 3 clusters Score -977689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -977691.687500 Penalty: 4215.922363
	Iteration 22Q: 3 clusters Score -977691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -977697.062500 Penalty: 4215.922363
	Iteration 23Q: 3 clusters Score -977697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -977698.250000 Penalty: 4215.922363
	Iteration 24Q: 3 clusters Score -977698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -977699.937500 Penalty: 4215.922363
	Iteration 25Q: 3 clusters Score -977699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -977702.312500 Penalty: 4215.922363
	Iteration 26Q: 3 clusters Score -977702.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -977705.000000 Penalty: 4215.922363
	Iteration 27Q: 3 clusters Score -977705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -977705.000000 Penalty: 4215.922363
	Iteration 28Q: 3 clusters Score -977705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -977704.750000 Penalty: 4215.922363
	Iteration 29Q: 3 clusters Score -977704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -977704.750000 Penalty: 4215.922363
	Iteration 30F: 3 clusters Score -977704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -32622.740234 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -32622.74 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 144 members 
Entering Unmasked Estep 
Score: -31435.277344 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -31435.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31815.783203 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -31815.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32033.224609 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -32033.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32265.275391 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -32265.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32316.335938 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -32316.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32349.177734 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -32349.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32349.177734 Penalty: 2864.177490
	Iteration 6F: 3 clusters Score -32349.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -288038.156250 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -288038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -285760.531250 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -285760.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -286395.218750 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -286395.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -286696.125000 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -286696.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -286975.656250 Penalty: 3655.322021
	Iteration 3F: 3 clusters Score -286975.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -287229.187500 Penalty: 3655.322021
	Iteration 4F: 3 clusters Score -287229.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -287427.531250 Penalty: 3655.322021
	Iteration 5F: 3 clusters Score -287427.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -287566.500000 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -287566.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -287631.125000 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -287631.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -287654.843750 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -287654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -287665.656250 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -287665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -287672.125000 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -287672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -287675.843750 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -287675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -287678.687500 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -287678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -287679.531250 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -287679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -287680.750000 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -287680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -287680.750000 Penalty: 3655.322021
	Iteration 15F: 3 clusters Score -287680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -673499.875000 Penalty: 2026.206177
	Iteration 0F: 2 clusters Score -673499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -669874.250000 Penalty: 4052.412354
	Iteration 0F: 3 clusters Score -669874.2 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -670786.000000 Penalty: 4052.412354
	Iteration 1F: 3 clusters Score -670786 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -671146.187500 Penalty: 4052.412354
	Iteration 2F: 3 clusters Score -671146.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -671384.812500 Penalty: 4052.412354
	Iteration 3F: 3 clusters Score -671384.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -671552.750000 Penalty: 4052.412354
	Iteration 4Q: 3 clusters Score -671552.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -671720.750000 Penalty: 4052.412354
	Iteration 5Q: 3 clusters Score -671720.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -671840.687500 Penalty: 4052.412354
	Iteration 6Q: 3 clusters Score -671840.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -671960.937500 Penalty: 4052.412354
	Iteration 7Q: 3 clusters Score -671960.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -672051.500000 Penalty: 4052.412354
	Iteration 8Q: 3 clusters Score -672051.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -672145.437500 Penalty: 4052.412354
	Iteration 9Q: 3 clusters Score -672145.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -672241.062500 Penalty: 4052.412354
	Iteration 10Q: 3 clusters Score -672241.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -672330.250000 Penalty: 4052.412354
	Iteration 11Q: 3 clusters Score -672330.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -672430.875000 Penalty: 4052.412354
	Iteration 12Q: 3 clusters Score -672430.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -672546.000000 Penalty: 4052.412354
	Iteration 13Q: 3 clusters Score -672546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -672677.250000 Penalty: 4052.412354
	Iteration 14Q: 3 clusters Score -672677.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -672796.812500 Penalty: 4052.412354
	Iteration 15Q: 3 clusters Score -672796.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -672891.687500 Penalty: 4052.412354
	Iteration 16Q: 3 clusters Score -672891.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -672973.562500 Penalty: 4052.412354
	Iteration 17Q: 3 clusters Score -672973.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -673044.812500 Penalty: 4052.412354
	Iteration 18Q: 3 clusters Score -673044.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -673109.500000 Penalty: 4052.412354
	Iteration 19Q: 3 clusters Score -673109.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -673173.187500 Penalty: 4052.412354
	Iteration 20F: 3 clusters Score -673173.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -673221.062500 Penalty: 4052.412354
	Iteration 21Q: 3 clusters Score -673221.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -673268.312500 Penalty: 4052.412354
	Iteration 22Q: 3 clusters Score -673268.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -673307.125000 Penalty: 4052.412354
	Iteration 23Q: 3 clusters Score -673307.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -673339.687500 Penalty: 4052.412354
	Iteration 24Q: 3 clusters Score -673339.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -673382.562500 Penalty: 4052.412354
	Iteration 25Q: 3 clusters Score -673382.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -673449.000000 Penalty: 4052.412354
	Iteration 26Q: 3 clusters Score -673449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -673507.000000 Penalty: 4052.412354
	Iteration 27Q: 3 clusters Score -673507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -673552.812500 Penalty: 4052.412354
	Iteration 28Q: 3 clusters Score -673552.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -673595.187500 Penalty: 4052.412354
	Iteration 29Q: 3 clusters Score -673595.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -673642.812500 Penalty: 4052.412354
	Iteration 30Q: 3 clusters Score -673642.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -673674.062500 Penalty: 4052.412354
	Iteration 31Q: 3 clusters Score -673674.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -673697.125000 Penalty: 4052.412354
	Iteration 32Q: 3 clusters Score -673697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -673712.562500 Penalty: 4052.412354
	Iteration 33Q: 3 clusters Score -673712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -673730.000000 Penalty: 4052.412354
	Iteration 34Q: 3 clusters Score -673730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -673742.062500 Penalty: 4052.412354
	Iteration 35Q: 3 clusters Score -673742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -673754.875000 Penalty: 4052.412354
	Iteration 36Q: 3 clusters Score -673754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -673764.500000 Penalty: 4052.412354
	Iteration 37Q: 3 clusters Score -673764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -673778.812500 Penalty: 4052.412354
	Iteration 38Q: 3 clusters Score -673778.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -673791.500000 Penalty: 4052.412354
	Iteration 39Q: 3 clusters Score -673791.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -673810.187500 Penalty: 4052.412354
	Iteration 40F: 3 clusters Score -673810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -673833.562500 Penalty: 4052.412354
	Iteration 41Q: 3 clusters Score -673833.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -673871.687500 Penalty: 4052.412354
	Iteration 42Q: 3 clusters Score -673871.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -673918.312500 Penalty: 4052.412354
	Iteration 43Q: 3 clusters Score -673918.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -674003.750000 Penalty: 4052.412354
	Iteration 44Q: 3 clusters Score -674003.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -674092.187500 Penalty: 4052.412354
	Iteration 45Q: 3 clusters Score -674092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -674153.500000 Penalty: 4052.412354
	Iteration 46Q: 3 clusters Score -674153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -674189.000000 Penalty: 4052.412354
	Iteration 47Q: 3 clusters Score -674189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -674205.187500 Penalty: 4052.412354
	Iteration 48Q: 3 clusters Score -674205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -674206.875000 Penalty: 4052.412354
	Iteration 49Q: 3 clusters Score -674206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -674209.500000 Penalty: 4052.412354
	Iteration 50Q: 3 clusters Score -674209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -674209.500000 Penalty: 4052.412354
	Iteration 51F: 3 clusters Score -674209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31580 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17713 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 17556 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34772 members 
Mstep: Class 35 contains 35609 members 
Mstep: Class 36 contains 37763 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43383 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42479 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4495 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15199 members 
Mstep: Class 57 contains 19554 members 
Mstep: Class 58 contains 2036 members 
Mstep: Class 59 contains 36571 members 
Mstep: Class 60 contains 38852 members 
Mstep: Class 61 contains 17322 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23270 members 
Mstep: Class 65 contains 3201 members 
Entering Unmasked Estep 
Score: -161342224.000000 Penalty: 219872.796875
Splitting cluster 7 changes total score from -161341984.000000 to -161342224.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 8 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -149834.921875 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -149834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148040.031250 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -148040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -148314.703125 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -148314.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -148426.109375 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -148426.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -148478.578125 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -148478.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -148526.734375 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -148526.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -148577.890625 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -148577.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -148603.421875 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -148603.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -148614.781250 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -148614.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -148630.781250 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -148630.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148638.265625 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -148638.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -148645.312500 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -148645.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148649.375000 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -148649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -148652.718750 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -148652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148662.625000 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -148662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -148666.875000 Penalty: 3352.014893
	Iteration 14Q: 3 clusters Score -148666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148675.250000 Penalty: 3352.014893
	Iteration 15Q: 3 clusters Score -148675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148683.265625 Penalty: 3352.014893
	Iteration 16Q: 3 clusters Score -148683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -148689.703125 Penalty: 3352.014893
	Iteration 17Q: 3 clusters Score -148689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -148693.062500 Penalty: 3352.014893
	Iteration 18Q: 3 clusters Score -148693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -148695.968750 Penalty: 3352.014893
	Iteration 19Q: 3 clusters Score -148696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -148697.968750 Penalty: 3352.014893
	Iteration 20F: 3 clusters Score -148698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148698.703125 Penalty: 3352.014893
	Iteration 21Q: 3 clusters Score -148698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148699.890625 Penalty: 3352.014893
	Iteration 22Q: 3 clusters Score -148699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -148702.718750 Penalty: 3352.014893
	Iteration 23Q: 3 clusters Score -148702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -148703.828125 Penalty: 3352.014893
	Iteration 24Q: 3 clusters Score -148703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -148703.828125 Penalty: 3352.014893
	Iteration 25F: 3 clusters Score -148703.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -955890.500000 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -955890.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -951393.062500 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -951393.1 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -952541.375000 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -952541.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -952851.125000 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -952851.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -953049.937500 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -953049.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -953195.937500 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -953195.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -953321.437500 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -953321.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -953410.187500 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -953410.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -953502.062500 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -953502.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -953602.687500 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -953602.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -953727.875000 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -953727.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -953844.375000 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -953844.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -953942.562500 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -953942.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -954014.125000 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -954014.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -954075.625000 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -954075.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -954121.500000 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -954121.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -954158.187500 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -954158.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -954187.562500 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -954187.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -954212.625000 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -954212.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -954230.937500 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -954230.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -954240.375000 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -954240.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -954255.500000 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -954255.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -954265.312500 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -954265.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -954278.125000 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -954278.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -954290.312500 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -954290.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -954295.937500 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -954295.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -954303.750000 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -954303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -954306.437500 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -954306.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -954309.000000 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -954309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -954311.500000 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -954311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -954312.375000 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -954312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -954314.437500 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -954314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -954316.562500 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -954316.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -954316.562500 Penalty: 4223.833008
	Iteration 32F: 3 clusters Score -954316.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Entering Unmasked Estep 
Score: -6035787.500000 Penalty: 2569.349121
	Iteration 0F: 2 clusters Score -6035788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -6014607.500000 Penalty: 5138.698242
	Iteration 0F: 3 clusters Score -6014608 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -6022538.500000 Penalty: 5138.698242
	Iteration 1F: 3 clusters Score -6022538 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -6023118.000000 Penalty: 5138.698242
	Iteration 2Q: 3 clusters Score -6023118 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -6023792.000000 Penalty: 5138.698242
	Iteration 3Q: 3 clusters Score -6023792 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -6024542.500000 Penalty: 5138.698242
	Iteration 4Q: 3 clusters Score -6024542 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -6025339.500000 Penalty: 5138.698242
	Iteration 5F: 3 clusters Score -6025340 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -6026231.500000 Penalty: 5138.698242
	Iteration 6F: 3 clusters Score -6026232 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -6027336.000000 Penalty: 5138.698242
	Iteration 7F: 3 clusters Score -6027336 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -6028461.000000 Penalty: 5138.698242
	Iteration 8F: 3 clusters Score -6028461 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -6029516.500000 Penalty: 5138.698242
	Iteration 9Q: 3 clusters Score -6029516 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -6030356.000000 Penalty: 5138.698242
	Iteration 10Q: 3 clusters Score -6030356 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -6030858.000000 Penalty: 5138.698242
	Iteration 11Q: 3 clusters Score -6030858 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -6031221.500000 Penalty: 5138.698242
	Iteration 12Q: 3 clusters Score -6031222 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -6031511.000000 Penalty: 5138.698242
	Iteration 13Q: 3 clusters Score -6031511 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -6031778.000000 Penalty: 5138.698242
	Iteration 14Q: 3 clusters Score -6031778 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -6032045.500000 Penalty: 5138.698242
	Iteration 15Q: 3 clusters Score -6032046 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -6032234.500000 Penalty: 5138.698242
	Iteration 16Q: 3 clusters Score -6032234 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -6032393.000000 Penalty: 5138.698242
	Iteration 17Q: 3 clusters Score -6032393 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -6032533.000000 Penalty: 5138.698242
	Iteration 18Q: 3 clusters Score -6032533 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6032653.000000 Penalty: 5138.698242
	Iteration 19Q: 3 clusters Score -6032653 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -6032739.000000 Penalty: 5138.698242
	Iteration 20F: 3 clusters Score -6032739 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -6032790.000000 Penalty: 5138.698242
	Iteration 21Q: 3 clusters Score -6032790 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -6032837.000000 Penalty: 5138.698242
	Iteration 22Q: 3 clusters Score -6032837 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -6032897.500000 Penalty: 5138.698242
	Iteration 23Q: 3 clusters Score -6032898 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -6032948.500000 Penalty: 5138.698242
	Iteration 24Q: 3 clusters Score -6032948 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -6033017.500000 Penalty: 5138.698242
	Iteration 25Q: 3 clusters Score -6033018 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -6033057.500000 Penalty: 5138.698242
	Iteration 26Q: 3 clusters Score -6033058 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -6033093.000000 Penalty: 5138.698242
	Iteration 27Q: 3 clusters Score -6033093 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -6033118.500000 Penalty: 5138.698242
	Iteration 28Q: 3 clusters Score -6033118 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -6033153.500000 Penalty: 5138.698242
	Iteration 29Q: 3 clusters Score -6033154 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -6033197.500000 Penalty: 5138.698242
	Iteration 30Q: 3 clusters Score -6033198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -6033214.500000 Penalty: 5138.698242
	Iteration 31Q: 3 clusters Score -6033214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -6033252.500000 Penalty: 5138.698242
	Iteration 32Q: 3 clusters Score -6033252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -6033270.500000 Penalty: 5138.698242
	Iteration 33Q: 3 clusters Score -6033270 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -6033300.500000 Penalty: 5138.698242
	Iteration 34Q: 3 clusters Score -6033300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -6033320.000000 Penalty: 5138.698242
	Iteration 35Q: 3 clusters Score -6033320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -6033324.000000 Penalty: 5138.698242
	Iteration 36Q: 3 clusters Score -6033324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -6033340.000000 Penalty: 5138.698242
	Iteration 37Q: 3 clusters Score -6033340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -6033366.500000 Penalty: 5138.698242
	Iteration 38Q: 3 clusters Score -6033366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -6033377.000000 Penalty: 5138.698242
	Iteration 39Q: 3 clusters Score -6033377 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -6033399.000000 Penalty: 5138.698242
	Iteration 40F: 3 clusters Score -6033399 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -6033430.500000 Penalty: 5138.698242
	Iteration 41Q: 3 clusters Score -6033430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -6033447.000000 Penalty: 5138.698242
	Iteration 42Q: 3 clusters Score -6033447 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6033465.500000 Penalty: 5138.698242
	Iteration 43Q: 3 clusters Score -6033466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -6033479.000000 Penalty: 5138.698242
	Iteration 44Q: 3 clusters Score -6033479 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -6033521.500000 Penalty: 5138.698242
	Iteration 45Q: 3 clusters Score -6033522 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -6033541.500000 Penalty: 5138.698242
	Iteration 46Q: 3 clusters Score -6033542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6033591.500000 Penalty: 5138.698242
	Iteration 47Q: 3 clusters Score -6033592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -6033607.000000 Penalty: 5138.698242
	Iteration 48Q: 3 clusters Score -6033607 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -6033643.000000 Penalty: 5138.698242
	Iteration 49Q: 3 clusters Score -6033643 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -6033645.500000 Penalty: 5138.698242
	Iteration 50Q: 3 clusters Score -6033646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -6033664.000000 Penalty: 5138.698242
	Iteration 51Q: 3 clusters Score -6033664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -6033677.500000 Penalty: 5138.698242
	Iteration 52Q: 3 clusters Score -6033678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -6033696.000000 Penalty: 5138.698242
	Iteration 53Q: 3 clusters Score -6033696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -6033715.500000 Penalty: 5138.698242
	Iteration 54Q: 3 clusters Score -6033716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6033725.500000 Penalty: 5138.698242
	Iteration 55Q: 3 clusters Score -6033726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6033717.000000 Penalty: 5138.698242
	Iteration 56Q: 3 clusters Score -6033717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6033716.000000 Penalty: 5138.698242
	Iteration 57Q: 3 clusters Score -6033716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -6033714.000000 Penalty: 5138.698242
	Iteration 58Q: 3 clusters Score -6033714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6033725.500000 Penalty: 5138.698242
	Iteration 59Q: 3 clusters Score -6033726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6033747.000000 Penalty: 5138.698242
	Iteration 60F: 3 clusters Score -6033747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6033761.000000 Penalty: 5138.698242
	Iteration 61Q: 3 clusters Score -6033761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -6033750.500000 Penalty: 5138.698242
	Iteration 62Q: 3 clusters Score -6033750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6033751.500000 Penalty: 5138.698242
	Iteration 63Q: 3 clusters Score -6033752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6033763.500000 Penalty: 5138.698242
	Iteration 64Q: 3 clusters Score -6033764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -6033777.000000 Penalty: 5138.698242
	Iteration 65Q: 3 clusters Score -6033777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6033769.500000 Penalty: 5138.698242
	Iteration 66Q: 3 clusters Score -6033770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6033776.000000 Penalty: 5138.698242
	Iteration 67Q: 3 clusters Score -6033776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6033781.500000 Penalty: 5138.698242
	Iteration 68Q: 3 clusters Score -6033782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6033778.500000 Penalty: 5138.698242
	Iteration 69Q: 3 clusters Score -6033778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6033780.000000 Penalty: 5138.698242
	Iteration 70Q: 3 clusters Score -6033780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6033784.500000 Penalty: 5138.698242
	Iteration 71Q: 3 clusters Score -6033784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6033791.000000 Penalty: 5138.698242
	Iteration 72Q: 3 clusters Score -6033791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -6033796.000000 Penalty: 5138.698242
	Iteration 73Q: 3 clusters Score -6033796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6033795.500000 Penalty: 5138.698242
	Iteration 74Q: 3 clusters Score -6033796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6033804.500000 Penalty: 5138.698242
	Iteration 75Q: 3 clusters Score -6033804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6033807.500000 Penalty: 5138.698242
	Iteration 76Q: 3 clusters Score -6033808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6033809.000000 Penalty: 5138.698242
	Iteration 77Q: 3 clusters Score -6033809 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6033801.500000 Penalty: 5138.698242
	Iteration 78Q: 3 clusters Score -6033802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6033820.500000 Penalty: 5138.698242
	Iteration 79Q: 3 clusters Score -6033820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6033821.000000 Penalty: 5138.698242
	Iteration 80F: 3 clusters Score -6033821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6033840.000000 Penalty: 5138.698242
	Iteration 81Q: 3 clusters Score -6033840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6033846.500000 Penalty: 5138.698242
	Iteration 82Q: 3 clusters Score -6033846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6033838.500000 Penalty: 5138.698242
	Iteration 83Q: 3 clusters Score -6033838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6033844.500000 Penalty: 5138.698242
	Iteration 84Q: 3 clusters Score -6033844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6033836.500000 Penalty: 5138.698242
	Iteration 85Q: 3 clusters Score -6033836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6033843.500000 Penalty: 5138.698242
	Iteration 86Q: 3 clusters Score -6033844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6033837.000000 Penalty: 5138.698242
	Iteration 87Q: 3 clusters Score -6033837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6033839.500000 Penalty: 5138.698242
	Iteration 88Q: 3 clusters Score -6033840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6033850.500000 Penalty: 5138.698242
	Iteration 89Q: 3 clusters Score -6033850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6033853.000000 Penalty: 5138.698242
	Iteration 90Q: 3 clusters Score -6033853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6033856.000000 Penalty: 5138.698242
	Iteration 91Q: 3 clusters Score -6033856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6033848.000000 Penalty: 5138.698242
	Iteration 92Q: 3 clusters Score -6033848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6033856.500000 Penalty: 5138.698242
	Iteration 93Q: 3 clusters Score -6033856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6033857.500000 Penalty: 5138.698242
	Iteration 94Q: 3 clusters Score -6033858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6033861.000000 Penalty: 5138.698242
	Iteration 95Q: 3 clusters Score -6033861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6033874.000000 Penalty: 5138.698242
	Iteration 96Q: 3 clusters Score -6033874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6033872.500000 Penalty: 5138.698242
	Iteration 97Q: 3 clusters Score -6033872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6033877.000000 Penalty: 5138.698242
	Iteration 98Q: 3 clusters Score -6033877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6033870.000000 Penalty: 5138.698242
	Iteration 99Q: 3 clusters Score -6033870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6033878.500000 Penalty: 5138.698242
	Iteration 100F: 3 clusters Score -6033878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6033886.000000 Penalty: 5138.698242
	Iteration 101Q: 3 clusters Score -6033886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6033894.000000 Penalty: 5138.698242
	Iteration 102Q: 3 clusters Score -6033894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6033899.000000 Penalty: 5138.698242
	Iteration 103Q: 3 clusters Score -6033899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6033893.000000 Penalty: 5138.698242
	Iteration 104Q: 3 clusters Score -6033893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6033892.500000 Penalty: 5138.698242
	Iteration 105Q: 3 clusters Score -6033892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6033893.000000 Penalty: 5138.698242
	Iteration 106Q: 3 clusters Score -6033893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6033900.000000 Penalty: 5138.698242
	Iteration 107Q: 3 clusters Score -6033900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6033908.000000 Penalty: 5138.698242
	Iteration 108Q: 3 clusters Score -6033908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6033911.500000 Penalty: 5138.698242
	Iteration 109Q: 3 clusters Score -6033912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6033919.000000 Penalty: 5138.698242
	Iteration 110Q: 3 clusters Score -6033919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6033920.500000 Penalty: 5138.698242
	Iteration 111Q: 3 clusters Score -6033920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6033915.000000 Penalty: 5138.698242
	Iteration 112Q: 3 clusters Score -6033915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6033923.500000 Penalty: 5138.698242
	Iteration 113Q: 3 clusters Score -6033924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6033924.500000 Penalty: 5138.698242
	Iteration 114Q: 3 clusters Score -6033924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6033925.000000 Penalty: 5138.698242
	Iteration 115Q: 3 clusters Score -6033925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6033920.500000 Penalty: 5138.698242
	Iteration 116Q: 3 clusters Score -6033920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6033920.500000 Penalty: 5138.698242
	Iteration 117Q: 3 clusters Score -6033920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6033918.000000 Penalty: 5138.698242
	Iteration 118Q: 3 clusters Score -6033918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6033928.500000 Penalty: 5138.698242
	Iteration 119Q: 3 clusters Score -6033928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6033926.000000 Penalty: 5138.698242
	Iteration 120F: 3 clusters Score -6033926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -59347.957031 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -59347.96 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 199 members 
Entering Unmasked Estep 
Score: -57961.820312 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -57961.82 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58200.292969 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -58200.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58332.625000 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -58332.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58482.691406 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -58482.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58748.945312 Penalty: 2974.240234
	Iteration 4F: 3 clusters Score -58748.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58931.460938 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -58931.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59059.734375 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -59059.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59145.824219 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -59145.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59190.058594 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -59190.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59216.074219 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -59216.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59222.195312 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -59222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59231.953125 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -59231.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59231.953125 Penalty: 2974.240234
	Iteration 12F: 3 clusters Score -59231.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -51839.910156 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -51839.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50679.367188 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -50679.37 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50963.089844 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -50963.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51039.468750 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -51039.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -51084.460938 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -51084.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51133.828125 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -51133.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -51170.773438 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -51170.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51183.367188 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -51183.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51189.882812 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -51189.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51189.882812 Penalty: 2924.988281
	Iteration 8F: 3 clusters Score -51189.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Entering Unmasked Estep 
Score: -5328072.500000 Penalty: 2539.447998
	Iteration 0F: 2 clusters Score -5328072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5308938.000000 Penalty: 5078.895996
	Iteration 0F: 3 clusters Score -5308938 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5315554.000000 Penalty: 5078.895996
	Iteration 1F: 3 clusters Score -5315554 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -5315965.000000 Penalty: 5078.895996
	Iteration 2Q: 3 clusters Score -5315965 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5316232.500000 Penalty: 5078.895996
	Iteration 3Q: 3 clusters Score -5316232 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -5316529.500000 Penalty: 5078.895996
	Iteration 4Q: 3 clusters Score -5316530 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5316715.500000 Penalty: 5078.895996
	Iteration 5Q: 3 clusters Score -5316716 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5316918.000000 Penalty: 5078.895996
	Iteration 6Q: 3 clusters Score -5316918 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -5317112.500000 Penalty: 5078.895996
	Iteration 7Q: 3 clusters Score -5317112 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -5317370.000000 Penalty: 5078.895996
	Iteration 8Q: 3 clusters Score -5317370 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -5317661.000000 Penalty: 5078.895996
	Iteration 9Q: 3 clusters Score -5317661 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -5318086.000000 Penalty: 5078.895996
	Iteration 10Q: 3 clusters Score -5318086 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -5318732.500000 Penalty: 5078.895996
	Iteration 11Q: 3 clusters Score -5318732 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -5319656.000000 Penalty: 5078.895996
	Iteration 12F: 3 clusters Score -5319656 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -5320977.500000 Penalty: 5078.895996
	Iteration 13F: 3 clusters Score -5320978 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5322575.000000 Penalty: 5078.895996
	Iteration 14F: 3 clusters Score -5322575 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5323932.000000 Penalty: 5078.895996
	Iteration 15F: 3 clusters Score -5323932 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5324892.000000 Penalty: 5078.895996
	Iteration 16Q: 3 clusters Score -5324892 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5325446.000000 Penalty: 5078.895996
	Iteration 17Q: 3 clusters Score -5325446 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5325744.500000 Penalty: 5078.895996
	Iteration 18Q: 3 clusters Score -5325744 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5325887.000000 Penalty: 5078.895996
	Iteration 19Q: 3 clusters Score -5325887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -5325957.500000 Penalty: 5078.895996
	Iteration 20F: 3 clusters Score -5325958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -5325980.000000 Penalty: 5078.895996
	Iteration 21Q: 3 clusters Score -5325980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5326006.000000 Penalty: 5078.895996
	Iteration 22Q: 3 clusters Score -5326006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -5326022.500000 Penalty: 5078.895996
	Iteration 23Q: 3 clusters Score -5326022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -5326032.000000 Penalty: 5078.895996
	Iteration 24Q: 3 clusters Score -5326032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -5326040.500000 Penalty: 5078.895996
	Iteration 25Q: 3 clusters Score -5326040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5326048.000000 Penalty: 5078.895996
	Iteration 26Q: 3 clusters Score -5326048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5326045.000000 Penalty: 5078.895996
	Iteration 27Q: 3 clusters Score -5326045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5326055.000000 Penalty: 5078.895996
	Iteration 28Q: 3 clusters Score -5326055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5326058.000000 Penalty: 5078.895996
	Iteration 29Q: 3 clusters Score -5326058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5326058.500000 Penalty: 5078.895996
	Iteration 30Q: 3 clusters Score -5326058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5326066.000000 Penalty: 5078.895996
	Iteration 31Q: 3 clusters Score -5326066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5326064.500000 Penalty: 5078.895996
	Iteration 32Q: 3 clusters Score -5326064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -5326065.500000 Penalty: 5078.895996
	Iteration 33Q: 3 clusters Score -5326066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -5326068.500000 Penalty: 5078.895996
	Iteration 34Q: 3 clusters Score -5326068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -5326078.500000 Penalty: 5078.895996
	Iteration 35Q: 3 clusters Score -5326078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5326089.000000 Penalty: 5078.895996
	Iteration 36Q: 3 clusters Score -5326089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5326087.000000 Penalty: 5078.895996
	Iteration 37Q: 3 clusters Score -5326087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5326087.000000 Penalty: 5078.895996
	Iteration 38F: 3 clusters Score -5326087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Entering Unmasked Estep 
Score: -10366560.000000 Penalty: 2709.673096
	Iteration 0F: 2 clusters Score -1.036656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -10329814.000000 Penalty: 5419.346191
	Iteration 0F: 3 clusters Score -1.032981e+07 nChanged 25797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -10343955.000000 Penalty: 5419.346191
	Iteration 1F: 3 clusters Score -1.034396e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -10344480.000000 Penalty: 5419.346191
	Iteration 2Q: 3 clusters Score -1.034448e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -10345004.000000 Penalty: 5419.346191
	Iteration 3Q: 3 clusters Score -1.0345e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -10345696.000000 Penalty: 5419.346191
	Iteration 4Q: 3 clusters Score -1.03457e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -10346508.000000 Penalty: 5419.346191
	Iteration 5Q: 3 clusters Score -1.034651e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -10347727.000000 Penalty: 5419.346191
	Iteration 6Q: 3 clusters Score -1.034773e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -10349686.000000 Penalty: 5419.346191
	Iteration 7F: 3 clusters Score -1.034969e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -10352453.000000 Penalty: 5419.346191
	Iteration 8F: 3 clusters Score -1.035245e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -10356079.000000 Penalty: 5419.346191
	Iteration 9F: 3 clusters Score -1.035608e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -10359647.000000 Penalty: 5419.346191
	Iteration 10F: 3 clusters Score -1.035965e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -10361940.000000 Penalty: 5419.346191
	Iteration 11Q: 3 clusters Score -1.036194e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10363065.000000 Penalty: 5419.346191
	Iteration 12Q: 3 clusters Score -1.036306e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10363657.000000 Penalty: 5419.346191
	Iteration 13Q: 3 clusters Score -1.036366e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10363986.000000 Penalty: 5419.346191
	Iteration 14Q: 3 clusters Score -1.036399e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10364122.000000 Penalty: 5419.346191
	Iteration 15Q: 3 clusters Score -1.036412e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10364184.000000 Penalty: 5419.346191
	Iteration 16Q: 3 clusters Score -1.036418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10364221.000000 Penalty: 5419.346191
	Iteration 17Q: 3 clusters Score -1.036422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10364251.000000 Penalty: 5419.346191
	Iteration 18Q: 3 clusters Score -1.036425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10364255.000000 Penalty: 5419.346191
	Iteration 19Q: 3 clusters Score -1.036426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10364265.000000 Penalty: 5419.346191
	Iteration 20F: 3 clusters Score -1.036426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10364268.000000 Penalty: 5419.346191
	Iteration 21Q: 3 clusters Score -1.036427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10364282.000000 Penalty: 5419.346191
	Iteration 22Q: 3 clusters Score -1.036428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10364287.000000 Penalty: 5419.346191
	Iteration 23Q: 3 clusters Score -1.036429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10364298.000000 Penalty: 5419.346191
	Iteration 24Q: 3 clusters Score -1.03643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10364308.000000 Penalty: 5419.346191
	Iteration 25Q: 3 clusters Score -1.036431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10364312.000000 Penalty: 5419.346191
	Iteration 26Q: 3 clusters Score -1.036431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10364312.000000 Penalty: 5419.346191
	Iteration 27F: 3 clusters Score -1.036431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Entering Unmasked Estep 
Score: -3786666.750000 Penalty: 2435.682617
	Iteration 0F: 2 clusters Score -3786667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3773591.500000 Penalty: 4871.365234
	Iteration 0F: 3 clusters Score -3773592 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3777958.500000 Penalty: 4871.365234
	Iteration 1F: 3 clusters Score -3777958 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -3778438.250000 Penalty: 4871.365234
	Iteration 2F: 3 clusters Score -3778438 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3778853.250000 Penalty: 4871.365234
	Iteration 3F: 3 clusters Score -3778853 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3779304.750000 Penalty: 4871.365234
	Iteration 4Q: 3 clusters Score -3779305 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3779863.000000 Penalty: 4871.365234
	Iteration 5F: 3 clusters Score -3779863 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3780498.000000 Penalty: 4871.365234
	Iteration 6F: 3 clusters Score -3780498 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3781240.000000 Penalty: 4871.365234
	Iteration 7F: 3 clusters Score -3781240 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3782092.750000 Penalty: 4871.365234
	Iteration 8F: 3 clusters Score -3782093 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3782878.750000 Penalty: 4871.365234
	Iteration 9Q: 3 clusters Score -3782879 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3783511.250000 Penalty: 4871.365234
	Iteration 10Q: 3 clusters Score -3783511 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3783927.250000 Penalty: 4871.365234
	Iteration 11Q: 3 clusters Score -3783927 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3784148.000000 Penalty: 4871.365234
	Iteration 12Q: 3 clusters Score -3784148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3784290.750000 Penalty: 4871.365234
	Iteration 13Q: 3 clusters Score -3784291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3784368.500000 Penalty: 4871.365234
	Iteration 14Q: 3 clusters Score -3784368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3784410.000000 Penalty: 4871.365234
	Iteration 15Q: 3 clusters Score -3784410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3784434.000000 Penalty: 4871.365234
	Iteration 16Q: 3 clusters Score -3784434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3784452.750000 Penalty: 4871.365234
	Iteration 17Q: 3 clusters Score -3784453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3784467.500000 Penalty: 4871.365234
	Iteration 18Q: 3 clusters Score -3784468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3784475.000000 Penalty: 4871.365234
	Iteration 19Q: 3 clusters Score -3784475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3784476.000000 Penalty: 4871.365234
	Iteration 20F: 3 clusters Score -3784476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3784484.750000 Penalty: 4871.365234
	Iteration 21Q: 3 clusters Score -3784485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3784491.250000 Penalty: 4871.365234
	Iteration 22Q: 3 clusters Score -3784491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3784500.750000 Penalty: 4871.365234
	Iteration 23Q: 3 clusters Score -3784501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3784509.750000 Penalty: 4871.365234
	Iteration 24Q: 3 clusters Score -3784510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3784525.000000 Penalty: 4871.365234
	Iteration 25Q: 3 clusters Score -3784525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3784527.000000 Penalty: 4871.365234
	Iteration 26Q: 3 clusters Score -3784527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3784534.750000 Penalty: 4871.365234
	Iteration 27Q: 3 clusters Score -3784535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3784538.750000 Penalty: 4871.365234
	Iteration 28Q: 3 clusters Score -3784539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3784539.000000 Penalty: 4871.365234
	Iteration 29Q: 3 clusters Score -3784539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3784539.000000 Penalty: 4871.365234
	Iteration 30F: 3 clusters Score -3784539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Entering Unmasked Estep 
Score: -3697110.250000 Penalty: 2422.779053
	Iteration 0F: 2 clusters Score -3697110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3686910.500000 Penalty: 4845.558105
	Iteration 0F: 3 clusters Score -3686910 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3690955.750000 Penalty: 4845.558105
	Iteration 1F: 3 clusters Score -3690956 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3691323.750000 Penalty: 4845.558105
	Iteration 2F: 3 clusters Score -3691324 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3691675.000000 Penalty: 4845.558105
	Iteration 3Q: 3 clusters Score -3691675 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3692031.250000 Penalty: 4845.558105
	Iteration 4Q: 3 clusters Score -3692031 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3692451.000000 Penalty: 4845.558105
	Iteration 5Q: 3 clusters Score -3692451 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3693008.250000 Penalty: 4845.558105
	Iteration 6F: 3 clusters Score -3693008 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3693717.750000 Penalty: 4845.558105
	Iteration 7F: 3 clusters Score -3693718 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3694445.250000 Penalty: 4845.558105
	Iteration 8F: 3 clusters Score -3694445 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3695031.000000 Penalty: 4845.558105
	Iteration 9Q: 3 clusters Score -3695031 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3695309.500000 Penalty: 4845.558105
	Iteration 10Q: 3 clusters Score -3695310 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3695492.000000 Penalty: 4845.558105
	Iteration 11Q: 3 clusters Score -3695492 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3695503.750000 Penalty: 4845.558105
	Iteration 12Q: 3 clusters Score -3695504 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3695489.750000 Penalty: 4845.558105
	Iteration 13Q: 3 clusters Score -3695490 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3695432.000000 Penalty: 4845.558105
	Iteration 14Q: 3 clusters Score -3695432 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3695401.250000 Penalty: 4845.558105
	Iteration 15Q: 3 clusters Score -3695401 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3695341.500000 Penalty: 4845.558105
	Iteration 16Q: 3 clusters Score -3695342 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3695305.000000 Penalty: 4845.558105
	Iteration 17Q: 3 clusters Score -3695305 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3695298.250000 Penalty: 4845.558105
	Iteration 18Q: 3 clusters Score -3695298 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3695278.000000 Penalty: 4845.558105
	Iteration 19Q: 3 clusters Score -3695278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3695299.000000 Penalty: 4845.558105
	Iteration 20F: 3 clusters Score -3695299 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3695299.250000 Penalty: 4845.558105
	Iteration 21Q: 3 clusters Score -3695299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3695316.250000 Penalty: 4845.558105
	Iteration 22Q: 3 clusters Score -3695316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3695300.000000 Penalty: 4845.558105
	Iteration 23Q: 3 clusters Score -3695300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3695318.500000 Penalty: 4845.558105
	Iteration 24Q: 3 clusters Score -3695318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3695324.250000 Penalty: 4845.558105
	Iteration 25Q: 3 clusters Score -3695324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3695318.500000 Penalty: 4845.558105
	Iteration 26Q: 3 clusters Score -3695318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3695320.750000 Penalty: 4845.558105
	Iteration 27Q: 3 clusters Score -3695321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3695326.750000 Penalty: 4845.558105
	Iteration 28Q: 3 clusters Score -3695327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3695323.000000 Penalty: 4845.558105
	Iteration 29Q: 3 clusters Score -3695323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3695322.750000 Penalty: 4845.558105
	Iteration 30Q: 3 clusters Score -3695323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3695320.250000 Penalty: 4845.558105
	Iteration 31Q: 3 clusters Score -3695320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3695318.750000 Penalty: 4845.558105
	Iteration 32Q: 3 clusters Score -3695319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3695315.750000 Penalty: 4845.558105
	Iteration 33Q: 3 clusters Score -3695316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3695315.000000 Penalty: 4845.558105
	Iteration 34Q: 3 clusters Score -3695315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3695313.500000 Penalty: 4845.558105
	Iteration 35Q: 3 clusters Score -3695314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3695313.000000 Penalty: 4845.558105
	Iteration 36Q: 3 clusters Score -3695313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3695313.750000 Penalty: 4845.558105
	Iteration 37Q: 3 clusters Score -3695314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3695311.000000 Penalty: 4845.558105
	Iteration 38Q: 3 clusters Score -3695311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3695311.000000 Penalty: 4845.558105
	Iteration 39F: 3 clusters Score -3695311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Entering Unmasked Estep 
Score: -1312478.375000 Penalty: 2202.454102
	Iteration 0F: 2 clusters Score -1312478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1306529.000000 Penalty: 4404.908203
	Iteration 0F: 3 clusters Score -1306529 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1308181.875000 Penalty: 4404.908203
	Iteration 1F: 3 clusters Score -1308182 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1308592.000000 Penalty: 4404.908203
	Iteration 2F: 3 clusters Score -1308592 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1308995.125000 Penalty: 4404.908203
	Iteration 3F: 3 clusters Score -1308995 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1309408.500000 Penalty: 4404.908203
	Iteration 4F: 3 clusters Score -1309408 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1309722.125000 Penalty: 4404.908203
	Iteration 5F: 3 clusters Score -1309722 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1309951.000000 Penalty: 4404.908203
	Iteration 6F: 3 clusters Score -1309951 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1310131.500000 Penalty: 4404.908203
	Iteration 7Q: 3 clusters Score -1310132 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1310263.125000 Penalty: 4404.908203
	Iteration 8Q: 3 clusters Score -1310263 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1310359.125000 Penalty: 4404.908203
	Iteration 9Q: 3 clusters Score -1310359 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1310435.625000 Penalty: 4404.908203
	Iteration 10Q: 3 clusters Score -1310436 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1310521.250000 Penalty: 4404.908203
	Iteration 11Q: 3 clusters Score -1310521 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1310590.750000 Penalty: 4404.908203
	Iteration 12Q: 3 clusters Score -1310591 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1310656.000000 Penalty: 4404.908203
	Iteration 13Q: 3 clusters Score -1310656 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1310714.125000 Penalty: 4404.908203
	Iteration 14Q: 3 clusters Score -1310714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1310774.875000 Penalty: 4404.908203
	Iteration 15Q: 3 clusters Score -1310775 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1310841.250000 Penalty: 4404.908203
	Iteration 16Q: 3 clusters Score -1310841 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1310935.625000 Penalty: 4404.908203
	Iteration 17Q: 3 clusters Score -1310936 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1311052.750000 Penalty: 4404.908203
	Iteration 18Q: 3 clusters Score -1311053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1311159.375000 Penalty: 4404.908203
	Iteration 19Q: 3 clusters Score -1311159 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1311260.750000 Penalty: 4404.908203
	Iteration 20F: 3 clusters Score -1311261 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1311405.875000 Penalty: 4404.908203
	Iteration 21Q: 3 clusters Score -1311406 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1311598.500000 Penalty: 4404.908203
	Iteration 22Q: 3 clusters Score -1311598 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1311750.500000 Penalty: 4404.908203
	Iteration 23Q: 3 clusters Score -1311750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1311841.375000 Penalty: 4404.908203
	Iteration 24Q: 3 clusters Score -1311841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1311907.000000 Penalty: 4404.908203
	Iteration 25Q: 3 clusters Score -1311907 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1311932.000000 Penalty: 4404.908203
	Iteration 26Q: 3 clusters Score -1311932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1311947.625000 Penalty: 4404.908203
	Iteration 27Q: 3 clusters Score -1311948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1311958.250000 Penalty: 4404.908203
	Iteration 28Q: 3 clusters Score -1311958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1311960.250000 Penalty: 4404.908203
	Iteration 29Q: 3 clusters Score -1311960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1311969.125000 Penalty: 4404.908203
	Iteration 30Q: 3 clusters Score -1311969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1311968.750000 Penalty: 4404.908203
	Iteration 31Q: 3 clusters Score -1311969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1311970.250000 Penalty: 4404.908203
	Iteration 32Q: 3 clusters Score -1311970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1311976.750000 Penalty: 4404.908203
	Iteration 33Q: 3 clusters Score -1311977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1311976.750000 Penalty: 4404.908203
	Iteration 34Q: 3 clusters Score -1311977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1311980.875000 Penalty: 4404.908203
	Iteration 35Q: 3 clusters Score -1311981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1311982.250000 Penalty: 4404.908203
	Iteration 36Q: 3 clusters Score -1311982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1311982.750000 Penalty: 4404.908203
	Iteration 37Q: 3 clusters Score -1311983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1311983.125000 Penalty: 4404.908203
	Iteration 38Q: 3 clusters Score -1311983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1311985.125000 Penalty: 4404.908203
	Iteration 39Q: 3 clusters Score -1311985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1311984.125000 Penalty: 4404.908203
	Iteration 40F: 3 clusters Score -1311984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Entering Unmasked Estep 
Score: -4967898.000000 Penalty: 2518.648193
	Iteration 0F: 2 clusters Score -4967898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4950078.000000 Penalty: 5037.296387
	Iteration 0F: 3 clusters Score -4950078 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4956496.500000 Penalty: 5037.296387
	Iteration 1F: 3 clusters Score -4956496 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4956944.500000 Penalty: 5037.296387
	Iteration 2Q: 3 clusters Score -4956944 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4957460.500000 Penalty: 5037.296387
	Iteration 3Q: 3 clusters Score -4957460 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4958301.000000 Penalty: 5037.296387
	Iteration 4F: 3 clusters Score -4958301 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4959559.500000 Penalty: 5037.296387
	Iteration 5F: 3 clusters Score -4959560 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4961197.000000 Penalty: 5037.296387
	Iteration 6F: 3 clusters Score -4961197 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4962978.500000 Penalty: 5037.296387
	Iteration 7F: 3 clusters Score -4962978 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4964584.500000 Penalty: 5037.296387
	Iteration 8F: 3 clusters Score -4964584 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4965751.500000 Penalty: 5037.296387
	Iteration 9Q: 3 clusters Score -4965752 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4966463.500000 Penalty: 5037.296387
	Iteration 10Q: 3 clusters Score -4966464 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -4966759.000000 Penalty: 5037.296387
	Iteration 11Q: 3 clusters Score -4966759 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4966877.500000 Penalty: 5037.296387
	Iteration 12Q: 3 clusters Score -4966878 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4966910.500000 Penalty: 5037.296387
	Iteration 13Q: 3 clusters Score -4966910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -4966929.000000 Penalty: 5037.296387
	Iteration 14Q: 3 clusters Score -4966929 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4966970.500000 Penalty: 5037.296387
	Iteration 15Q: 3 clusters Score -4966970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4966975.000000 Penalty: 5037.296387
	Iteration 16Q: 3 clusters Score -4966975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4966975.000000 Penalty: 5037.296387
	Iteration 17Q: 3 clusters Score -4966975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4967001.000000 Penalty: 5037.296387
	Iteration 18Q: 3 clusters Score -4967001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4966996.500000 Penalty: 5037.296387
	Iteration 19Q: 3 clusters Score -4966996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4966997.500000 Penalty: 5037.296387
	Iteration 20F: 3 clusters Score -4966998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4967000.500000 Penalty: 5037.296387
	Iteration 21Q: 3 clusters Score -4967000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4966998.000000 Penalty: 5037.296387
	Iteration 22Q: 3 clusters Score -4966998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4966993.500000 Penalty: 5037.296387
	Iteration 23Q: 3 clusters Score -4966994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4966999.500000 Penalty: 5037.296387
	Iteration 24Q: 3 clusters Score -4967000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4967005.000000 Penalty: 5037.296387
	Iteration 25Q: 3 clusters Score -4967005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4967007.000000 Penalty: 5037.296387
	Iteration 26Q: 3 clusters Score -4967007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4967007.000000 Penalty: 5037.296387
	Iteration 27F: 3 clusters Score -4967007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Entering Unmasked Estep 
Score: -8063240.500000 Penalty: 2636.760254
	Iteration 0F: 2 clusters Score -8063240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -8040540.000000 Penalty: 5273.520508
	Iteration 0F: 3 clusters Score -8040540 nChanged 19188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -8051884.500000 Penalty: 5273.520508
	Iteration 1F: 3 clusters Score -8051884 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -8054745.500000 Penalty: 5273.520508
	Iteration 2F: 3 clusters Score -8054746 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -8058940.500000 Penalty: 5273.520508
	Iteration 3F: 3 clusters Score -8058940 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -8062634.000000 Penalty: 5273.520508
	Iteration 4F: 3 clusters Score -8062634 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -8063780.500000 Penalty: 5273.520508
	Iteration 5Q: 3 clusters Score -8063780 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8063992.500000 Penalty: 5273.520508
	Iteration 6Q: 3 clusters Score -8063992 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -8064114.000000 Penalty: 5273.520508
	Iteration 7Q: 3 clusters Score -8064114 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -8064193.500000 Penalty: 5273.520508
	Iteration 8Q: 3 clusters Score -8064194 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -8064210.000000 Penalty: 5273.520508
	Iteration 9Q: 3 clusters Score -8064210 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -8064265.000000 Penalty: 5273.520508
	Iteration 10Q: 3 clusters Score -8064265 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -8064211.500000 Penalty: 5273.520508
	Iteration 11Q: 3 clusters Score -8064212 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -8064147.000000 Penalty: 5273.520508
	Iteration 12Q: 3 clusters Score -8064147 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -8064242.000000 Penalty: 5273.520508
	Iteration 13Q: 3 clusters Score -8064242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -8064227.000000 Penalty: 5273.520508
	Iteration 14Q: 3 clusters Score -8064227 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -8064210.000000 Penalty: 5273.520508
	Iteration 15Q: 3 clusters Score -8064210 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -8064230.000000 Penalty: 5273.520508
	Iteration 16Q: 3 clusters Score -8064230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -8064239.000000 Penalty: 5273.520508
	Iteration 17Q: 3 clusters Score -8064239 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8064240.500000 Penalty: 5273.520508
	Iteration 18Q: 3 clusters Score -8064240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -8064259.500000 Penalty: 5273.520508
	Iteration 19Q: 3 clusters Score -8064260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -8064246.000000 Penalty: 5273.520508
	Iteration 20F: 3 clusters Score -8064246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -8064251.000000 Penalty: 5273.520508
	Iteration 21Q: 3 clusters Score -8064251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -8064236.000000 Penalty: 5273.520508
	Iteration 22Q: 3 clusters Score -8064236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -8064242.500000 Penalty: 5273.520508
	Iteration 23Q: 3 clusters Score -8064242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -8064231.500000 Penalty: 5273.520508
	Iteration 24Q: 3 clusters Score -8064232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -8064209.500000 Penalty: 5273.520508
	Iteration 25Q: 3 clusters Score -8064210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -8064214.500000 Penalty: 5273.520508
	Iteration 26Q: 3 clusters Score -8064214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -8064217.500000 Penalty: 5273.520508
	Iteration 27Q: 3 clusters Score -8064218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -8064216.500000 Penalty: 5273.520508
	Iteration 28Q: 3 clusters Score -8064216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -8064214.500000 Penalty: 5273.520508
	Iteration 29Q: 3 clusters Score -8064214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -8064210.000000 Penalty: 5273.520508
	Iteration 30Q: 3 clusters Score -8064210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -8064207.000000 Penalty: 5273.520508
	Iteration 31Q: 3 clusters Score -8064207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -8064211.000000 Penalty: 5273.520508
	Iteration 32Q: 3 clusters Score -8064211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -8064208.500000 Penalty: 5273.520508
	Iteration 33Q: 3 clusters Score -8064208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -8064205.000000 Penalty: 5273.520508
	Iteration 34Q: 3 clusters Score -8064205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -8064201.000000 Penalty: 5273.520508
	Iteration 35Q: 3 clusters Score -8064201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -8064201.000000 Penalty: 5273.520508
	Iteration 36F: 3 clusters Score -8064201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31580 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 13685 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17713 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 17556 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34772 members 
Mstep: Class 35 contains 35609 members 
Mstep: Class 36 contains 37763 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43383 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42479 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4495 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15199 members 
Mstep: Class 57 contains 19554 members 
Mstep: Class 58 contains 2036 members 
Mstep: Class 59 contains 36571 members 
Mstep: Class 60 contains 38852 members 
Mstep: Class 61 contains 17322 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23270 members 
Mstep: Class 65 contains 3201 members 
Mstep: Class 66 contains 27759 members 
Entering Unmasked Estep 
Score: -161341664.000000 Penalty: 223255.453125
Splitting cluster 19 changes total score from -161341984.000000 to -161341664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (31586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Entering Unmasked Estep 
Score: -6115939.500000 Penalty: 2569.396240
	Iteration 0F: 2 clusters Score -6115940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -6095878.000000 Penalty: 5138.792480
	Iteration 0F: 3 clusters Score -6095878 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -6103303.500000 Penalty: 5138.792480
	Iteration 1F: 3 clusters Score -6103304 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -6103699.500000 Penalty: 5138.792480
	Iteration 2Q: 3 clusters Score -6103700 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -6104042.000000 Penalty: 5138.792480
	Iteration 3Q: 3 clusters Score -6104042 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -6104331.000000 Penalty: 5138.792480
	Iteration 4Q: 3 clusters Score -6104331 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -6104687.000000 Penalty: 5138.792480
	Iteration 5Q: 3 clusters Score -6104687 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -6105101.500000 Penalty: 5138.792480
	Iteration 6Q: 3 clusters Score -6105102 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -6105706.000000 Penalty: 5138.792480
	Iteration 7Q: 3 clusters Score -6105706 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -6106702.500000 Penalty: 5138.792480
	Iteration 8F: 3 clusters Score -6106702 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -6108140.500000 Penalty: 5138.792480
	Iteration 9F: 3 clusters Score -6108140 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -6110030.000000 Penalty: 5138.792480
	Iteration 10F: 3 clusters Score -6110030 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -6111877.500000 Penalty: 5138.792480
	Iteration 11F: 3 clusters Score -6111878 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -6113035.000000 Penalty: 5138.792480
	Iteration 12Q: 3 clusters Score -6113035 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -6113554.000000 Penalty: 5138.792480
	Iteration 13Q: 3 clusters Score -6113554 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -6113930.500000 Penalty: 5138.792480
	Iteration 14Q: 3 clusters Score -6113930 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -6114203.000000 Penalty: 5138.792480
	Iteration 15Q: 3 clusters Score -6114203 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -6114347.000000 Penalty: 5138.792480
	Iteration 16Q: 3 clusters Score -6114347 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -6114428.500000 Penalty: 5138.792480
	Iteration 17Q: 3 clusters Score -6114428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -6114479.000000 Penalty: 5138.792480
	Iteration 18Q: 3 clusters Score -6114479 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -6114507.000000 Penalty: 5138.792480
	Iteration 19Q: 3 clusters Score -6114507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -6114542.500000 Penalty: 5138.792480
	Iteration 20F: 3 clusters Score -6114542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -6114575.000000 Penalty: 5138.792480
	Iteration 21Q: 3 clusters Score -6114575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -6114608.000000 Penalty: 5138.792480
	Iteration 22Q: 3 clusters Score -6114608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -6114632.500000 Penalty: 5138.792480
	Iteration 23Q: 3 clusters Score -6114632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -6114653.000000 Penalty: 5138.792480
	Iteration 24Q: 3 clusters Score -6114653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -6114668.500000 Penalty: 5138.792480
	Iteration 25Q: 3 clusters Score -6114668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -6114685.000000 Penalty: 5138.792480
	Iteration 26Q: 3 clusters Score -6114685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6114691.500000 Penalty: 5138.792480
	Iteration 27Q: 3 clusters Score -6114692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -6114712.000000 Penalty: 5138.792480
	Iteration 28Q: 3 clusters Score -6114712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -6114707.500000 Penalty: 5138.792480
	Iteration 29Q: 3 clusters Score -6114708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -6114704.000000 Penalty: 5138.792480
	Iteration 30Q: 3 clusters Score -6114704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -6114705.500000 Penalty: 5138.792480
	Iteration 31Q: 3 clusters Score -6114706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -6114712.000000 Penalty: 5138.792480
	Iteration 32Q: 3 clusters Score -6114712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -6114709.000000 Penalty: 5138.792480
	Iteration 33Q: 3 clusters Score -6114709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -6114711.500000 Penalty: 5138.792480
	Iteration 34Q: 3 clusters Score -6114712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -6114711.500000 Penalty: 5138.792480
	Iteration 35F: 3 clusters Score -6114712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -273733.906250 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -273733.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -271511.718750 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -271511.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -272183.250000 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -272183.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -272364.625000 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -272364.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -272510.843750 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -272510.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -272592.375000 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -272592.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -272652.218750 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -272652.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -272706.062500 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -272706.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -272739.281250 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -272739.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -272761.531250 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -272761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -272778.062500 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -272778.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -272799.656250 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -272799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -272813.218750 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -272813.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -272837.312500 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -272837.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -272852.125000 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -272852.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -272871.843750 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -272871.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -272890.468750 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -272890.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -272928.031250 Penalty: 3649.031494
	Iteration 16Q: 3 clusters Score -272928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -272955.250000 Penalty: 3649.031494
	Iteration 17Q: 3 clusters Score -272955.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -272987.656250 Penalty: 3649.031494
	Iteration 18Q: 3 clusters Score -272987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -273005.156250 Penalty: 3649.031494
	Iteration 19Q: 3 clusters Score -273005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -273036.906250 Penalty: 3649.031494
	Iteration 20F: 3 clusters Score -273036.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -273087.125000 Penalty: 3649.031494
	Iteration 21Q: 3 clusters Score -273087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -273120.406250 Penalty: 3649.031494
	Iteration 22Q: 3 clusters Score -273120.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -273141.875000 Penalty: 3649.031494
	Iteration 23Q: 3 clusters Score -273141.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -273161.375000 Penalty: 3649.031494
	Iteration 24Q: 3 clusters Score -273161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -273179.031250 Penalty: 3649.031494
	Iteration 25Q: 3 clusters Score -273179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -273189.281250 Penalty: 3649.031494
	Iteration 26Q: 3 clusters Score -273189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -273195.343750 Penalty: 3649.031494
	Iteration 27Q: 3 clusters Score -273195.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -273200.500000 Penalty: 3649.031494
	Iteration 28Q: 3 clusters Score -273200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -273207.000000 Penalty: 3649.031494
	Iteration 29Q: 3 clusters Score -273207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -273215.187500 Penalty: 3649.031494
	Iteration 30Q: 3 clusters Score -273215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -273222.562500 Penalty: 3649.031494
	Iteration 31Q: 3 clusters Score -273222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -273228.656250 Penalty: 3649.031494
	Iteration 32Q: 3 clusters Score -273228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -273234.062500 Penalty: 3649.031494
	Iteration 33Q: 3 clusters Score -273234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -273241.250000 Penalty: 3649.031494
	Iteration 34Q: 3 clusters Score -273241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -273248.031250 Penalty: 3649.031494
	Iteration 35Q: 3 clusters Score -273248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -273249.687500 Penalty: 3649.031494
	Iteration 36Q: 3 clusters Score -273249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -273258.437500 Penalty: 3649.031494
	Iteration 37Q: 3 clusters Score -273258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -273271.031250 Penalty: 3649.031494
	Iteration 38Q: 3 clusters Score -273271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -273278.187500 Penalty: 3649.031494
	Iteration 39Q: 3 clusters Score -273278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -273282.093750 Penalty: 3649.031494
	Iteration 40F: 3 clusters Score -273282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Entering Unmasked Estep 
Score: -3060645.750000 Penalty: 2388.900391
	Iteration 0F: 2 clusters Score -3060646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3049946.000000 Penalty: 4777.800781
	Iteration 0F: 3 clusters Score -3049946 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3053318.500000 Penalty: 4777.800781
	Iteration 1F: 3 clusters Score -3053318 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3053659.750000 Penalty: 4777.800781
	Iteration 2F: 3 clusters Score -3053660 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3053902.250000 Penalty: 4777.800781
	Iteration 3Q: 3 clusters Score -3053902 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3054117.250000 Penalty: 4777.800781
	Iteration 4Q: 3 clusters Score -3054117 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3054322.750000 Penalty: 4777.800781
	Iteration 5Q: 3 clusters Score -3054323 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3054502.500000 Penalty: 4777.800781
	Iteration 6Q: 3 clusters Score -3054502 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3054661.000000 Penalty: 4777.800781
	Iteration 7Q: 3 clusters Score -3054661 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3054809.000000 Penalty: 4777.800781
	Iteration 8Q: 3 clusters Score -3054809 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3054956.750000 Penalty: 4777.800781
	Iteration 9Q: 3 clusters Score -3054957 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3055104.000000 Penalty: 4777.800781
	Iteration 10Q: 3 clusters Score -3055104 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3055273.750000 Penalty: 4777.800781
	Iteration 11Q: 3 clusters Score -3055274 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3055445.250000 Penalty: 4777.800781
	Iteration 12Q: 3 clusters Score -3055445 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3055663.000000 Penalty: 4777.800781
	Iteration 13Q: 3 clusters Score -3055663 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3055880.750000 Penalty: 4777.800781
	Iteration 14Q: 3 clusters Score -3055881 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3056130.250000 Penalty: 4777.800781
	Iteration 15Q: 3 clusters Score -3056130 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3056395.500000 Penalty: 4777.800781
	Iteration 16Q: 3 clusters Score -3056396 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3056635.750000 Penalty: 4777.800781
	Iteration 17Q: 3 clusters Score -3056636 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3056869.000000 Penalty: 4777.800781
	Iteration 18Q: 3 clusters Score -3056869 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3057060.750000 Penalty: 4777.800781
	Iteration 19Q: 3 clusters Score -3057061 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3057241.750000 Penalty: 4777.800781
	Iteration 20F: 3 clusters Score -3057242 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3057401.000000 Penalty: 4777.800781
	Iteration 21Q: 3 clusters Score -3057401 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3057576.750000 Penalty: 4777.800781
	Iteration 22Q: 3 clusters Score -3057577 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3057726.500000 Penalty: 4777.800781
	Iteration 23Q: 3 clusters Score -3057726 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3057840.250000 Penalty: 4777.800781
	Iteration 24Q: 3 clusters Score -3057840 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3057959.500000 Penalty: 4777.800781
	Iteration 25Q: 3 clusters Score -3057960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3058071.000000 Penalty: 4777.800781
	Iteration 26Q: 3 clusters Score -3058071 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3058160.500000 Penalty: 4777.800781
	Iteration 27Q: 3 clusters Score -3058160 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3058227.250000 Penalty: 4777.800781
	Iteration 28Q: 3 clusters Score -3058227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3058283.750000 Penalty: 4777.800781
	Iteration 29Q: 3 clusters Score -3058284 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3058342.500000 Penalty: 4777.800781
	Iteration 30Q: 3 clusters Score -3058342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3058398.750000 Penalty: 4777.800781
	Iteration 31Q: 3 clusters Score -3058399 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3058453.250000 Penalty: 4777.800781
	Iteration 32Q: 3 clusters Score -3058453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3058498.750000 Penalty: 4777.800781
	Iteration 33Q: 3 clusters Score -3058499 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3058519.000000 Penalty: 4777.800781
	Iteration 34Q: 3 clusters Score -3058519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3058537.250000 Penalty: 4777.800781
	Iteration 35Q: 3 clusters Score -3058537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3058552.000000 Penalty: 4777.800781
	Iteration 36Q: 3 clusters Score -3058552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3058556.750000 Penalty: 4777.800781
	Iteration 37Q: 3 clusters Score -3058557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3058578.250000 Penalty: 4777.800781
	Iteration 38Q: 3 clusters Score -3058578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3058598.250000 Penalty: 4777.800781
	Iteration 39Q: 3 clusters Score -3058598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3058613.250000 Penalty: 4777.800781
	Iteration 40F: 3 clusters Score -3058613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3058623.750000 Penalty: 4777.800781
	Iteration 41Q: 3 clusters Score -3058624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3058637.250000 Penalty: 4777.800781
	Iteration 42Q: 3 clusters Score -3058637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3058648.250000 Penalty: 4777.800781
	Iteration 43Q: 3 clusters Score -3058648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3058663.000000 Penalty: 4777.800781
	Iteration 44Q: 3 clusters Score -3058663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3058666.000000 Penalty: 4777.800781
	Iteration 45Q: 3 clusters Score -3058666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3058673.750000 Penalty: 4777.800781
	Iteration 46Q: 3 clusters Score -3058674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3058676.250000 Penalty: 4777.800781
	Iteration 47Q: 3 clusters Score -3058676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3058677.000000 Penalty: 4777.800781
	Iteration 48Q: 3 clusters Score -3058677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3058680.500000 Penalty: 4777.800781
	Iteration 49Q: 3 clusters Score -3058680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3058686.750000 Penalty: 4777.800781
	Iteration 50Q: 3 clusters Score -3058687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3058688.000000 Penalty: 4777.800781
	Iteration 51Q: 3 clusters Score -3058688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3058688.500000 Penalty: 4777.800781
	Iteration 52Q: 3 clusters Score -3058688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3058692.500000 Penalty: 4777.800781
	Iteration 53Q: 3 clusters Score -3058692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3058699.500000 Penalty: 4777.800781
	Iteration 54Q: 3 clusters Score -3058700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3058705.750000 Penalty: 4777.800781
	Iteration 55Q: 3 clusters Score -3058706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3058702.500000 Penalty: 4777.800781
	Iteration 56Q: 3 clusters Score -3058702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3058709.750000 Penalty: 4777.800781
	Iteration 57Q: 3 clusters Score -3058710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3058709.500000 Penalty: 4777.800781
	Iteration 58Q: 3 clusters Score -3058710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3058709.500000 Penalty: 4777.800781
	Iteration 59F: 3 clusters Score -3058710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -26207.513672 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -26207.51 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 183 members 
Entering Unmasked Estep 
Score: -25044.001953 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -25044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25422.521484 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -25422.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25684.146484 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -25684.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25842.697266 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -25842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26049.964844 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -26049.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26284.019531 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -26284.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26644.781250 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -26644.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26770.230469 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -26770.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26825.990234 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -26825.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26842.607422 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -26842.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26853.210938 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -26853.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26866.111328 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -26866.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26874.056641 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -26874.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26883.029297 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -26883.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26887.810547 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -26887.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26922.767578 Penalty: 2934.436279
	Iteration 15Q: 3 clusters Score -26922.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26931.443359 Penalty: 2934.436279
	Iteration 16F: 3 clusters Score -26931.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26973.732422 Penalty: 2934.436279
	Iteration 17Q: 3 clusters Score -26973.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26973.732422 Penalty: 2934.436279
	Iteration 18F: 3 clusters Score -26973.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31580 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 165 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17713 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 17556 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34772 members 
Mstep: Class 35 contains 35609 members 
Mstep: Class 36 contains 37763 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43383 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42479 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4495 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15199 members 
Mstep: Class 57 contains 19554 members 
Mstep: Class 58 contains 2036 members 
Mstep: Class 59 contains 36571 members 
Mstep: Class 60 contains 38852 members 
Mstep: Class 61 contains 17322 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23270 members 
Mstep: Class 65 contains 3201 members 
Mstep: Class 66 contains 206 members 
Entering Unmasked Estep 
Score: -161340976.000000 Penalty: 223255.453125
Splitting cluster 23 changes total score from -161341984.000000 to -161340976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -83501.773438 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -83501.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82004.015625 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -82004.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82230.468750 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -82230.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -82308.210938 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -82308.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -82350.039062 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -82350.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82373.875000 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -82373.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82382.695312 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -82382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -82392.148438 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -82392.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -82401.382812 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -82401.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -82402.664062 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -82402.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82407.609375 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -82407.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82419.351562 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -82419.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82423.828125 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -82423.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -82428.523438 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -82428.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -82428.523438 Penalty: 3074.445312
	Iteration 13F: 3 clusters Score -82428.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -205943.609375 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -205943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203979.093750 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -203979.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -204230.328125 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -204230.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -204305.437500 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -204305.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -204336.828125 Penalty: 3440.907715
	Iteration 3Q: 3 clusters Score -204336.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -204361.062500 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -204361.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -204383.453125 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -204383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -204396.937500 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -204396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -204410.859375 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -204410.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -204416.484375 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -204416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -204420.140625 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -204420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -204424.609375 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -204424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -204428.687500 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -204428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -204434.421875 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -204434.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -204440.406250 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -204440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204442.656250 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -204442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -204445.171875 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -204445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -204447.734375 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -204447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -204448.703125 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -204448.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -204448.703125 Penalty: 3440.907715
	Iteration 18F: 3 clusters Score -204448.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -169027.406250 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -169027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -167123.171875 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -167123.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -167525.796875 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -167525.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -167691.546875 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -167691.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -167805.093750 Penalty: 3411.138916
	Iteration 3Q: 3 clusters Score -167805.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -167892.828125 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -167892.8 nChanged 28
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: -167941.734375 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -167941.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -167985.031250 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -167985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -168018.546875 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -168018.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -168050.703125 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -168050.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -168123.000000 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -168123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -168220.531250 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -168220.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -168295.390625 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -168295.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -168347.625000 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -168347.6 nChanged 22
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: -168396.953125 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -168397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -168431.093750 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -168431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -168456.609375 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -168456.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -168527.859375 Penalty: 3411.138916
	Iteration 16Q: 3 clusters Score -168527.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -168593.156250 Penalty: 3411.138916
	Iteration 17Q: 3 clusters Score -168593.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -168648.625000 Penalty: 3411.138916
	Iteration 18Q: 3 clusters Score -168648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -168670.218750 Penalty: 3411.138916
	Iteration 19Q: 3 clusters Score -168670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -168681.421875 Penalty: 3411.138916
	Iteration 20F: 3 clusters Score -168681.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -168700.406250 Penalty: 3411.138916
	Iteration 21Q: 3 clusters Score -168700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -168708.343750 Penalty: 3411.138916
	Iteration 22Q: 3 clusters Score -168708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -168717.281250 Penalty: 3411.138916
	Iteration 23Q: 3 clusters Score -168717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -168730.906250 Penalty: 3411.138916
	Iteration 24Q: 3 clusters Score -168730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -168736.390625 Penalty: 3411.138916
	Iteration 25Q: 3 clusters Score -168736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -168740.031250 Penalty: 3411.138916
	Iteration 26Q: 3 clusters Score -168740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -168740.031250 Penalty: 3411.138916
	Iteration 27F: 3 clusters Score -168740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Entering Unmasked Estep 
Score: -3550938.750000 Penalty: 2425.949463
	Iteration 0F: 2 clusters Score -3550939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3538365.250000 Penalty: 4851.898926
	Iteration 0F: 3 clusters Score -3538365 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3542461.750000 Penalty: 4851.898926
	Iteration 1F: 3 clusters Score -3542462 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3542868.250000 Penalty: 4851.898926
	Iteration 2F: 3 clusters Score -3542868 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3543157.500000 Penalty: 4851.898926
	Iteration 3Q: 3 clusters Score -3543158 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3543468.000000 Penalty: 4851.898926
	Iteration 4Q: 3 clusters Score -3543468 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3543732.750000 Penalty: 4851.898926
	Iteration 5Q: 3 clusters Score -3543733 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3543961.500000 Penalty: 4851.898926
	Iteration 6Q: 3 clusters Score -3543962 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3544227.500000 Penalty: 4851.898926
	Iteration 7Q: 3 clusters Score -3544228 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3544472.250000 Penalty: 4851.898926
	Iteration 8Q: 3 clusters Score -3544472 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3544798.250000 Penalty: 4851.898926
	Iteration 9Q: 3 clusters Score -3544798 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3545233.000000 Penalty: 4851.898926
	Iteration 10Q: 3 clusters Score -3545233 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3545714.250000 Penalty: 4851.898926
	Iteration 11Q: 3 clusters Score -3545714 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3546239.500000 Penalty: 4851.898926
	Iteration 12Q: 3 clusters Score -3546240 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3546807.250000 Penalty: 4851.898926
	Iteration 13Q: 3 clusters Score -3546807 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3547366.000000 Penalty: 4851.898926
	Iteration 14Q: 3 clusters Score -3547366 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3547849.500000 Penalty: 4851.898926
	Iteration 15Q: 3 clusters Score -3547850 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3548184.750000 Penalty: 4851.898926
	Iteration 16Q: 3 clusters Score -3548185 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3548381.250000 Penalty: 4851.898926
	Iteration 17Q: 3 clusters Score -3548381 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3548490.750000 Penalty: 4851.898926
	Iteration 18Q: 3 clusters Score -3548491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3548564.500000 Penalty: 4851.898926
	Iteration 19Q: 3 clusters Score -3548564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3548624.250000 Penalty: 4851.898926
	Iteration 20F: 3 clusters Score -3548624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3548655.250000 Penalty: 4851.898926
	Iteration 21Q: 3 clusters Score -3548655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3548698.750000 Penalty: 4851.898926
	Iteration 22Q: 3 clusters Score -3548699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3548727.250000 Penalty: 4851.898926
	Iteration 23Q: 3 clusters Score -3548727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3548748.000000 Penalty: 4851.898926
	Iteration 24Q: 3 clusters Score -3548748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3548771.750000 Penalty: 4851.898926
	Iteration 25Q: 3 clusters Score -3548772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3548782.000000 Penalty: 4851.898926
	Iteration 26Q: 3 clusters Score -3548782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3548791.500000 Penalty: 4851.898926
	Iteration 27Q: 3 clusters Score -3548792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3548798.000000 Penalty: 4851.898926
	Iteration 28Q: 3 clusters Score -3548798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3548799.750000 Penalty: 4851.898926
	Iteration 29Q: 3 clusters Score -3548800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3548799.500000 Penalty: 4851.898926
	Iteration 30Q: 3 clusters Score -3548800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3548800.000000 Penalty: 4851.898926
	Iteration 31Q: 3 clusters Score -3548800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3548809.750000 Penalty: 4851.898926
	Iteration 32Q: 3 clusters Score -3548810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3548810.000000 Penalty: 4851.898926
	Iteration 33Q: 3 clusters Score -3548810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3548812.000000 Penalty: 4851.898926
	Iteration 34Q: 3 clusters Score -3548812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3548812.250000 Penalty: 4851.898926
	Iteration 35Q: 3 clusters Score -3548812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3548812.750000 Penalty: 4851.898926
	Iteration 36Q: 3 clusters Score -3548813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3548816.500000 Penalty: 4851.898926
	Iteration 37Q: 3 clusters Score -3548816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3548816.500000 Penalty: 4851.898926
	Iteration 38F: 3 clusters Score -3548816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Entering Unmasked Estep 
Score: -5422106.500000 Penalty: 2543.925781
	Iteration 0F: 2 clusters Score -5422106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5402706.000000 Penalty: 5087.851562
	Iteration 0F: 3 clusters Score -5402706 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -5409606.000000 Penalty: 5087.851562
	Iteration 1F: 3 clusters Score -5409606 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -5410197.500000 Penalty: 5087.851562
	Iteration 2F: 3 clusters Score -5410198 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -5410744.000000 Penalty: 5087.851562
	Iteration 3Q: 3 clusters Score -5410744 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -5411380.000000 Penalty: 5087.851562
	Iteration 4Q: 3 clusters Score -5411380 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -5412212.500000 Penalty: 5087.851562
	Iteration 5F: 3 clusters Score -5412212 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -5413374.500000 Penalty: 5087.851562
	Iteration 6F: 3 clusters Score -5413374 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -5414914.000000 Penalty: 5087.851562
	Iteration 7F: 3 clusters Score -5414914 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5416543.000000 Penalty: 5087.851562
	Iteration 8F: 3 clusters Score -5416543 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5417942.500000 Penalty: 5087.851562
	Iteration 9F: 3 clusters Score -5417942 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5418771.500000 Penalty: 5087.851562
	Iteration 10Q: 3 clusters Score -5418772 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5419216.500000 Penalty: 5087.851562
	Iteration 11Q: 3 clusters Score -5419216 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5419434.000000 Penalty: 5087.851562
	Iteration 12Q: 3 clusters Score -5419434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5419594.500000 Penalty: 5087.851562
	Iteration 13Q: 3 clusters Score -5419594 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5419694.000000 Penalty: 5087.851562
	Iteration 14Q: 3 clusters Score -5419694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5419739.500000 Penalty: 5087.851562
	Iteration 15Q: 3 clusters Score -5419740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5419780.000000 Penalty: 5087.851562
	Iteration 16Q: 3 clusters Score -5419780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5419808.500000 Penalty: 5087.851562
	Iteration 17Q: 3 clusters Score -5419808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5419823.000000 Penalty: 5087.851562
	Iteration 18Q: 3 clusters Score -5419823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5419832.500000 Penalty: 5087.851562
	Iteration 19Q: 3 clusters Score -5419832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5419852.000000 Penalty: 5087.851562
	Iteration 20F: 3 clusters Score -5419852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5419863.500000 Penalty: 5087.851562
	Iteration 21Q: 3 clusters Score -5419864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5419872.000000 Penalty: 5087.851562
	Iteration 22Q: 3 clusters Score -5419872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5419880.500000 Penalty: 5087.851562
	Iteration 23Q: 3 clusters Score -5419880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5419887.500000 Penalty: 5087.851562
	Iteration 24Q: 3 clusters Score -5419888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5419899.500000 Penalty: 5087.851562
	Iteration 25Q: 3 clusters Score -5419900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5419908.500000 Penalty: 5087.851562
	Iteration 26Q: 3 clusters Score -5419908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5419904.000000 Penalty: 5087.851562
	Iteration 27Q: 3 clusters Score -5419904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5419901.500000 Penalty: 5087.851562
	Iteration 28Q: 3 clusters Score -5419902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5419898.000000 Penalty: 5087.851562
	Iteration 29Q: 3 clusters Score -5419898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5419898.000000 Penalty: 5087.851562
	Iteration 30F: 3 clusters Score -5419898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -107938.906250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -107938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106316.718750 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -106316.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106543.187500 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -106543.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106611.929688 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -106611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106637.625000 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -106637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -106644.828125 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -106644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -106648.875000 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -106648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106658.078125 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -106658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106659.546875 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -106659.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106659.546875 Penalty: 3193.917725
	Iteration 8F: 3 clusters Score -106659.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -44697.914062 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -44697.91 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 139 members 
Entering Unmasked Estep 
Score: -43516.125000 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -43516.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43627.289062 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -43627.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43664.179688 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -43664.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43694.132812 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -43694.13 nChanged 2
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: -43697.671875 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -43697.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43719.699219 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -43719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43724.019531 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -43724.02 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: -43724.019531 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -43724.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Entering Unmasked Estep 
Score: -2960477.000000 Penalty: 2371.929443
	Iteration 0F: 2 clusters Score -2960477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2950062.750000 Penalty: 4743.858887
	Iteration 0F: 3 clusters Score -2950063 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2953355.250000 Penalty: 4743.858887
	Iteration 1F: 3 clusters Score -2953355 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2953678.250000 Penalty: 4743.858887
	Iteration 2F: 3 clusters Score -2953678 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2953888.750000 Penalty: 4743.858887
	Iteration 3Q: 3 clusters Score -2953889 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2954053.750000 Penalty: 4743.858887
	Iteration 4Q: 3 clusters Score -2954054 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2954181.000000 Penalty: 4743.858887
	Iteration 5Q: 3 clusters Score -2954181 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2954280.000000 Penalty: 4743.858887
	Iteration 6Q: 3 clusters Score -2954280 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2954404.250000 Penalty: 4743.858887
	Iteration 7Q: 3 clusters Score -2954404 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2954510.750000 Penalty: 4743.858887
	Iteration 8Q: 3 clusters Score -2954511 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2954653.000000 Penalty: 4743.858887
	Iteration 9Q: 3 clusters Score -2954653 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2954823.250000 Penalty: 4743.858887
	Iteration 10Q: 3 clusters Score -2954823 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2955013.250000 Penalty: 4743.858887
	Iteration 11Q: 3 clusters Score -2955013 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2955325.250000 Penalty: 4743.858887
	Iteration 12Q: 3 clusters Score -2955325 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2955713.250000 Penalty: 4743.858887
	Iteration 13Q: 3 clusters Score -2955713 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2956193.000000 Penalty: 4743.858887
	Iteration 14Q: 3 clusters Score -2956193 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2956718.250000 Penalty: 4743.858887
	Iteration 15Q: 3 clusters Score -2956718 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2957217.750000 Penalty: 4743.858887
	Iteration 16Q: 3 clusters Score -2957218 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2957620.000000 Penalty: 4743.858887
	Iteration 17Q: 3 clusters Score -2957620 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2957912.500000 Penalty: 4743.858887
	Iteration 18Q: 3 clusters Score -2957912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2958112.250000 Penalty: 4743.858887
	Iteration 19Q: 3 clusters Score -2958112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2958202.500000 Penalty: 4743.858887
	Iteration 20F: 3 clusters Score -2958202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2958267.500000 Penalty: 4743.858887
	Iteration 21Q: 3 clusters Score -2958268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2958295.500000 Penalty: 4743.858887
	Iteration 22Q: 3 clusters Score -2958296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2958314.000000 Penalty: 4743.858887
	Iteration 23Q: 3 clusters Score -2958314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2958338.750000 Penalty: 4743.858887
	Iteration 24Q: 3 clusters Score -2958339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2958345.000000 Penalty: 4743.858887
	Iteration 25Q: 3 clusters Score -2958345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2958350.250000 Penalty: 4743.858887
	Iteration 26Q: 3 clusters Score -2958350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2958357.500000 Penalty: 4743.858887
	Iteration 27Q: 3 clusters Score -2958358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2958368.250000 Penalty: 4743.858887
	Iteration 28Q: 3 clusters Score -2958368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2958376.500000 Penalty: 4743.858887
	Iteration 29Q: 3 clusters Score -2958376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2958394.000000 Penalty: 4743.858887
	Iteration 30Q: 3 clusters Score -2958394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2958406.750000 Penalty: 4743.858887
	Iteration 31Q: 3 clusters Score -2958407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2958412.000000 Penalty: 4743.858887
	Iteration 32Q: 3 clusters Score -2958412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2958412.750000 Penalty: 4743.858887
	Iteration 33Q: 3 clusters Score -2958413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2958417.250000 Penalty: 4743.858887
	Iteration 34Q: 3 clusters Score -2958417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2958418.000000 Penalty: 4743.858887
	Iteration 35Q: 3 clusters Score -2958418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2958418.000000 Penalty: 4743.858887
	Iteration 36F: 3 clusters Score -2958418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Entering Unmasked Estep 
Score: -3687074.000000 Penalty: 2423.741455
	Iteration 0F: 2 clusters Score -3687074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3675875.000000 Penalty: 4847.482910
	Iteration 0F: 3 clusters Score -3675875 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3679889.750000 Penalty: 4847.482910
	Iteration 1F: 3 clusters Score -3679890 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3680285.500000 Penalty: 4847.482910
	Iteration 2F: 3 clusters Score -3680286 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3680612.250000 Penalty: 4847.482910
	Iteration 3Q: 3 clusters Score -3680612 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3680876.500000 Penalty: 4847.482910
	Iteration 4Q: 3 clusters Score -3680876 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3681117.250000 Penalty: 4847.482910
	Iteration 5Q: 3 clusters Score -3681117 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3681425.250000 Penalty: 4847.482910
	Iteration 6Q: 3 clusters Score -3681425 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3681789.250000 Penalty: 4847.482910
	Iteration 7Q: 3 clusters Score -3681789 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3682242.000000 Penalty: 4847.482910
	Iteration 8Q: 3 clusters Score -3682242 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3682786.750000 Penalty: 4847.482910
	Iteration 9Q: 3 clusters Score -3682787 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3683381.750000 Penalty: 4847.482910
	Iteration 10Q: 3 clusters Score -3683382 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3683951.000000 Penalty: 4847.482910
	Iteration 11Q: 3 clusters Score -3683951 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3684384.750000 Penalty: 4847.482910
	Iteration 12Q: 3 clusters Score -3684385 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3684673.000000 Penalty: 4847.482910
	Iteration 13Q: 3 clusters Score -3684673 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3684893.750000 Penalty: 4847.482910
	Iteration 14Q: 3 clusters Score -3684894 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3685033.000000 Penalty: 4847.482910
	Iteration 15Q: 3 clusters Score -3685033 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3685109.500000 Penalty: 4847.482910
	Iteration 16Q: 3 clusters Score -3685110 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3685163.750000 Penalty: 4847.482910
	Iteration 17Q: 3 clusters Score -3685164 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3685211.000000 Penalty: 4847.482910
	Iteration 18Q: 3 clusters Score -3685211 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3685232.750000 Penalty: 4847.482910
	Iteration 19Q: 3 clusters Score -3685233 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3685256.250000 Penalty: 4847.482910
	Iteration 20F: 3 clusters Score -3685256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3685274.000000 Penalty: 4847.482910
	Iteration 21Q: 3 clusters Score -3685274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3685277.250000 Penalty: 4847.482910
	Iteration 22Q: 3 clusters Score -3685277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3685295.250000 Penalty: 4847.482910
	Iteration 23Q: 3 clusters Score -3685295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3685320.500000 Penalty: 4847.482910
	Iteration 24Q: 3 clusters Score -3685320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3685329.000000 Penalty: 4847.482910
	Iteration 25Q: 3 clusters Score -3685329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3685329.250000 Penalty: 4847.482910
	Iteration 26Q: 3 clusters Score -3685329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3685336.250000 Penalty: 4847.482910
	Iteration 27Q: 3 clusters Score -3685336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3685335.250000 Penalty: 4847.482910
	Iteration 28Q: 3 clusters Score -3685335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3685342.500000 Penalty: 4847.482910
	Iteration 29Q: 3 clusters Score -3685342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3685349.000000 Penalty: 4847.482910
	Iteration 30Q: 3 clusters Score -3685349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3685343.500000 Penalty: 4847.482910
	Iteration 31Q: 3 clusters Score -3685344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3685347.000000 Penalty: 4847.482910
	Iteration 32Q: 3 clusters Score -3685347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3685353.500000 Penalty: 4847.482910
	Iteration 33Q: 3 clusters Score -3685354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3685365.000000 Penalty: 4847.482910
	Iteration 34Q: 3 clusters Score -3685365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3685370.750000 Penalty: 4847.482910
	Iteration 35Q: 3 clusters Score -3685371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3685370.750000 Penalty: 4847.482910
	Iteration 36Q: 3 clusters Score -3685371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3685375.250000 Penalty: 4847.482910
	Iteration 37Q: 3 clusters Score -3685375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3685376.250000 Penalty: 4847.482910
	Iteration 38Q: 3 clusters Score -3685376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3685374.250000 Penalty: 4847.482910
	Iteration 39Q: 3 clusters Score -3685374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3685375.500000 Penalty: 4847.482910
	Iteration 40F: 3 clusters Score -3685376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3685372.000000 Penalty: 4847.482910
	Iteration 41Q: 3 clusters Score -3685372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3685369.750000 Penalty: 4847.482910
	Iteration 42Q: 3 clusters Score -3685370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3685388.250000 Penalty: 4847.482910
	Iteration 43Q: 3 clusters Score -3685388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3685389.250000 Penalty: 4847.482910
	Iteration 44Q: 3 clusters Score -3685389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3685385.750000 Penalty: 4847.482910
	Iteration 45Q: 3 clusters Score -3685386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3685392.250000 Penalty: 4847.482910
	Iteration 46Q: 3 clusters Score -3685392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3685393.750000 Penalty: 4847.482910
	Iteration 47Q: 3 clusters Score -3685394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3685396.250000 Penalty: 4847.482910
	Iteration 48Q: 3 clusters Score -3685396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3685393.000000 Penalty: 4847.482910
	Iteration 49Q: 3 clusters Score -3685393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3685390.250000 Penalty: 4847.482910
	Iteration 50Q: 3 clusters Score -3685390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3685391.250000 Penalty: 4847.482910
	Iteration 51Q: 3 clusters Score -3685391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3685394.250000 Penalty: 4847.482910
	Iteration 52Q: 3 clusters Score -3685394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3685387.750000 Penalty: 4847.482910
	Iteration 53Q: 3 clusters Score -3685388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3685391.500000 Penalty: 4847.482910
	Iteration 54Q: 3 clusters Score -3685392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3685393.250000 Penalty: 4847.482910
	Iteration 55Q: 3 clusters Score -3685393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3685394.500000 Penalty: 4847.482910
	Iteration 56Q: 3 clusters Score -3685394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3685393.250000 Penalty: 4847.482910
	Iteration 57Q: 3 clusters Score -3685393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3685393.250000 Penalty: 4847.482910
	Iteration 58Q: 3 clusters Score -3685393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3685398.000000 Penalty: 4847.482910
	Iteration 59Q: 3 clusters Score -3685398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3685395.000000 Penalty: 4847.482910
	Iteration 60F: 3 clusters Score -3685395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3685397.250000 Penalty: 4847.482910
	Iteration 61Q: 3 clusters Score -3685397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3685397.500000 Penalty: 4847.482910
	Iteration 62Q: 3 clusters Score -3685398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3685399.250000 Penalty: 4847.482910
	Iteration 63Q: 3 clusters Score -3685399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3685401.750000 Penalty: 4847.482910
	Iteration 64Q: 3 clusters Score -3685402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3685402.250000 Penalty: 4847.482910
	Iteration 65Q: 3 clusters Score -3685402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3685397.750000 Penalty: 4847.482910
	Iteration 66Q: 3 clusters Score -3685398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3685397.750000 Penalty: 4847.482910
	Iteration 67F: 3 clusters Score -3685398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -922560.062500 Penalty: 2103.222656
	Iteration 0F: 2 clusters Score -922560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -918144.875000 Penalty: 4206.445312
	Iteration 0F: 3 clusters Score -918144.9 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -919125.125000 Penalty: 4206.445312
	Iteration 1F: 3 clusters Score -919125.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -919360.062500 Penalty: 4206.445312
	Iteration 2F: 3 clusters Score -919360.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -919517.125000 Penalty: 4206.445312
	Iteration 3F: 3 clusters Score -919517.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -919625.437500 Penalty: 4206.445312
	Iteration 4Q: 3 clusters Score -919625.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -919735.250000 Penalty: 4206.445312
	Iteration 5Q: 3 clusters Score -919735.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -919839.375000 Penalty: 4206.445312
	Iteration 6Q: 3 clusters Score -919839.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -919949.500000 Penalty: 4206.445312
	Iteration 7Q: 3 clusters Score -919949.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -920079.375000 Penalty: 4206.445312
	Iteration 8Q: 3 clusters Score -920079.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -920230.625000 Penalty: 4206.445312
	Iteration 9Q: 3 clusters Score -920230.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -920428.375000 Penalty: 4206.445312
	Iteration 10Q: 3 clusters Score -920428.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -920650.437500 Penalty: 4206.445312
	Iteration 11Q: 3 clusters Score -920650.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -920868.875000 Penalty: 4206.445312
	Iteration 12Q: 3 clusters Score -920868.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -921041.062500 Penalty: 4206.445312
	Iteration 13Q: 3 clusters Score -921041.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -921171.375000 Penalty: 4206.445312
	Iteration 14Q: 3 clusters Score -921171.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -921271.562500 Penalty: 4206.445312
	Iteration 15Q: 3 clusters Score -921271.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -921369.062500 Penalty: 4206.445312
	Iteration 16Q: 3 clusters Score -921369.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -921446.875000 Penalty: 4206.445312
	Iteration 17Q: 3 clusters Score -921446.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -921512.875000 Penalty: 4206.445312
	Iteration 18Q: 3 clusters Score -921512.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -921561.500000 Penalty: 4206.445312
	Iteration 19Q: 3 clusters Score -921561.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -921613.062500 Penalty: 4206.445312
	Iteration 20F: 3 clusters Score -921613.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -921674.062500 Penalty: 4206.445312
	Iteration 21Q: 3 clusters Score -921674.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -921737.625000 Penalty: 4206.445312
	Iteration 22Q: 3 clusters Score -921737.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -921787.750000 Penalty: 4206.445312
	Iteration 23Q: 3 clusters Score -921787.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -921824.187500 Penalty: 4206.445312
	Iteration 24Q: 3 clusters Score -921824.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -921846.000000 Penalty: 4206.445312
	Iteration 25Q: 3 clusters Score -921846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -921864.750000 Penalty: 4206.445312
	Iteration 26Q: 3 clusters Score -921864.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -921878.937500 Penalty: 4206.445312
	Iteration 27Q: 3 clusters Score -921878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -921885.625000 Penalty: 4206.445312
	Iteration 28Q: 3 clusters Score -921885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -921892.000000 Penalty: 4206.445312
	Iteration 29Q: 3 clusters Score -921892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -921900.937500 Penalty: 4206.445312
	Iteration 30Q: 3 clusters Score -921900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -921907.062500 Penalty: 4206.445312
	Iteration 31Q: 3 clusters Score -921907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -921907.750000 Penalty: 4206.445312
	Iteration 32Q: 3 clusters Score -921907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -921907.750000 Penalty: 4206.445312
	Iteration 33F: 3 clusters Score -921907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (34772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Entering Unmasked Estep 
Score: -6751127.500000 Penalty: 2593.228760
	Iteration 0F: 2 clusters Score -6751128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -6729065.000000 Penalty: 5186.457520
	Iteration 0F: 3 clusters Score -6729065 nChanged 15909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -6737674.500000 Penalty: 5186.457520
	Iteration 1F: 3 clusters Score -6737674 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -6738131.000000 Penalty: 5186.457520
	Iteration 2Q: 3 clusters Score -6738131 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -6738529.500000 Penalty: 5186.457520
	Iteration 3Q: 3 clusters Score -6738530 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -6738867.000000 Penalty: 5186.457520
	Iteration 4Q: 3 clusters Score -6738867 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -6739219.000000 Penalty: 5186.457520
	Iteration 5Q: 3 clusters Score -6739219 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -6739708.500000 Penalty: 5186.457520
	Iteration 6Q: 3 clusters Score -6739708 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -6740378.500000 Penalty: 5186.457520
	Iteration 7Q: 3 clusters Score -6740378 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -6741406.500000 Penalty: 5186.457520
	Iteration 8F: 3 clusters Score -6741406 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -6742927.500000 Penalty: 5186.457520
	Iteration 9F: 3 clusters Score -6742928 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -6744808.000000 Penalty: 5186.457520
	Iteration 10F: 3 clusters Score -6744808 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -6746474.500000 Penalty: 5186.457520
	Iteration 11Q: 3 clusters Score -6746474 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -6747775.000000 Penalty: 5186.457520
	Iteration 12Q: 3 clusters Score -6747775 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -6748361.000000 Penalty: 5186.457520
	Iteration 13Q: 3 clusters Score -6748361 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -6748664.500000 Penalty: 5186.457520
	Iteration 14Q: 3 clusters Score -6748664 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -6748873.500000 Penalty: 5186.457520
	Iteration 15Q: 3 clusters Score -6748874 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -6748990.000000 Penalty: 5186.457520
	Iteration 16Q: 3 clusters Score -6748990 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -6749114.500000 Penalty: 5186.457520
	Iteration 17Q: 3 clusters Score -6749114 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -6749149.500000 Penalty: 5186.457520
	Iteration 18Q: 3 clusters Score -6749150 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -6749199.500000 Penalty: 5186.457520
	Iteration 19Q: 3 clusters Score -6749200 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -6749237.000000 Penalty: 5186.457520
	Iteration 20F: 3 clusters Score -6749237 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -6749279.500000 Penalty: 5186.457520
	Iteration 21Q: 3 clusters Score -6749280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6749310.500000 Penalty: 5186.457520
	Iteration 22Q: 3 clusters Score -6749310 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -6749346.500000 Penalty: 5186.457520
	Iteration 23Q: 3 clusters Score -6749346 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -6749355.000000 Penalty: 5186.457520
	Iteration 24Q: 3 clusters Score -6749355 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -6749349.500000 Penalty: 5186.457520
	Iteration 25Q: 3 clusters Score -6749350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -6749360.500000 Penalty: 5186.457520
	Iteration 26Q: 3 clusters Score -6749360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -6749373.000000 Penalty: 5186.457520
	Iteration 27Q: 3 clusters Score -6749373 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6749386.500000 Penalty: 5186.457520
	Iteration 28Q: 3 clusters Score -6749386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -6749382.000000 Penalty: 5186.457520
	Iteration 29Q: 3 clusters Score -6749382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -6749403.000000 Penalty: 5186.457520
	Iteration 30Q: 3 clusters Score -6749403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6749407.000000 Penalty: 5186.457520
	Iteration 31Q: 3 clusters Score -6749407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -6749423.500000 Penalty: 5186.457520
	Iteration 32Q: 3 clusters Score -6749424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -6749416.000000 Penalty: 5186.457520
	Iteration 33Q: 3 clusters Score -6749416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -6749425.500000 Penalty: 5186.457520
	Iteration 34Q: 3 clusters Score -6749426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -6749427.500000 Penalty: 5186.457520
	Iteration 35Q: 3 clusters Score -6749428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -6749430.000000 Penalty: 5186.457520
	Iteration 36Q: 3 clusters Score -6749430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -6749445.500000 Penalty: 5186.457520
	Iteration 37Q: 3 clusters Score -6749446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -6749423.500000 Penalty: 5186.457520
	Iteration 38Q: 3 clusters Score -6749424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -6749429.000000 Penalty: 5186.457520
	Iteration 39Q: 3 clusters Score -6749429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -6749417.000000 Penalty: 5186.457520
	Iteration 40F: 3 clusters Score -6749417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -6749425.500000 Penalty: 5186.457520
	Iteration 41Q: 3 clusters Score -6749426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -6749426.000000 Penalty: 5186.457520
	Iteration 42Q: 3 clusters Score -6749426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -6749420.500000 Penalty: 5186.457520
	Iteration 43Q: 3 clusters Score -6749420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -6749423.500000 Penalty: 5186.457520
	Iteration 44Q: 3 clusters Score -6749424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6749421.500000 Penalty: 5186.457520
	Iteration 45Q: 3 clusters Score -6749422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -6749430.500000 Penalty: 5186.457520
	Iteration 46Q: 3 clusters Score -6749430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6749423.000000 Penalty: 5186.457520
	Iteration 47Q: 3 clusters Score -6749423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6749431.500000 Penalty: 5186.457520
	Iteration 48Q: 3 clusters Score -6749432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -6749423.000000 Penalty: 5186.457520
	Iteration 49Q: 3 clusters Score -6749423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -6749426.000000 Penalty: 5186.457520
	Iteration 50Q: 3 clusters Score -6749426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -6749431.000000 Penalty: 5186.457520
	Iteration 51Q: 3 clusters Score -6749431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -6749431.000000 Penalty: 5186.457520
	Iteration 52Q: 3 clusters Score -6749431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -6749431.000000 Penalty: 5186.457520
	Iteration 53F: 3 clusters Score -6749431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (35609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Entering Unmasked Estep 
Score: -6937522.500000 Penalty: 2599.127686
	Iteration 0F: 2 clusters Score -6937522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -6915767.000000 Penalty: 5198.255371
	Iteration 0F: 3 clusters Score -6915767 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6924568.000000 Penalty: 5198.255371
	Iteration 1F: 3 clusters Score -6924568 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -6925072.500000 Penalty: 5198.255371
	Iteration 2Q: 3 clusters Score -6925072 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -6925596.000000 Penalty: 5198.255371
	Iteration 3Q: 3 clusters Score -6925596 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -6926063.000000 Penalty: 5198.255371
	Iteration 4Q: 3 clusters Score -6926063 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -6926706.500000 Penalty: 5198.255371
	Iteration 5Q: 3 clusters Score -6926706 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -6927636.500000 Penalty: 5198.255371
	Iteration 6F: 3 clusters Score -6927636 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -6928907.000000 Penalty: 5198.255371
	Iteration 7F: 3 clusters Score -6928907 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -6930638.000000 Penalty: 5198.255371
	Iteration 8F: 3 clusters Score -6930638 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -6932368.000000 Penalty: 5198.255371
	Iteration 9F: 3 clusters Score -6932368 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6933694.500000 Penalty: 5198.255371
	Iteration 10F: 3 clusters Score -6933694 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6934480.500000 Penalty: 5198.255371
	Iteration 11Q: 3 clusters Score -6934480 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6934878.500000 Penalty: 5198.255371
	Iteration 12Q: 3 clusters Score -6934878 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6935037.000000 Penalty: 5198.255371
	Iteration 13Q: 3 clusters Score -6935037 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6935141.500000 Penalty: 5198.255371
	Iteration 14Q: 3 clusters Score -6935142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6935198.500000 Penalty: 5198.255371
	Iteration 15Q: 3 clusters Score -6935198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6935219.500000 Penalty: 5198.255371
	Iteration 16Q: 3 clusters Score -6935220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6935254.000000 Penalty: 5198.255371
	Iteration 17Q: 3 clusters Score -6935254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6935278.500000 Penalty: 5198.255371
	Iteration 18Q: 3 clusters Score -6935278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6935298.500000 Penalty: 5198.255371
	Iteration 19Q: 3 clusters Score -6935298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6935308.500000 Penalty: 5198.255371
	Iteration 20F: 3 clusters Score -6935308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6935311.500000 Penalty: 5198.255371
	Iteration 21Q: 3 clusters Score -6935312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6935311.500000 Penalty: 5198.255371
	Iteration 22F: 3 clusters Score -6935312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Entering Unmasked Estep 
Score: -7345757.500000 Penalty: 2613.693115
	Iteration 0F: 2 clusters Score -7345758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -7323647.500000 Penalty: 5227.386230
	Iteration 0F: 3 clusters Score -7323648 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -7332994.500000 Penalty: 5227.386230
	Iteration 1F: 3 clusters Score -7332994 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -7333381.500000 Penalty: 5227.386230
	Iteration 2Q: 3 clusters Score -7333382 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -7333707.500000 Penalty: 5227.386230
	Iteration 3Q: 3 clusters Score -7333708 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -7333993.500000 Penalty: 5227.386230
	Iteration 4Q: 3 clusters Score -7333994 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -7334177.000000 Penalty: 5227.386230
	Iteration 5Q: 3 clusters Score -7334177 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -7334414.500000 Penalty: 5227.386230
	Iteration 6Q: 3 clusters Score -7334414 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -7334713.000000 Penalty: 5227.386230
	Iteration 7Q: 3 clusters Score -7334713 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -7334951.000000 Penalty: 5227.386230
	Iteration 8Q: 3 clusters Score -7334951 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -7335317.500000 Penalty: 5227.386230
	Iteration 9Q: 3 clusters Score -7335318 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -7335854.500000 Penalty: 5227.386230
	Iteration 10Q: 3 clusters Score -7335854 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -7336616.000000 Penalty: 5227.386230
	Iteration 11Q: 3 clusters Score -7336616 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -7337892.000000 Penalty: 5227.386230
	Iteration 12F: 3 clusters Score -7337892 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -7339033.500000 Penalty: 5227.386230
	Iteration 13F: 3 clusters Score -7339034 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -7340052.500000 Penalty: 5227.386230
	Iteration 14F: 3 clusters Score -7340052 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7340929.500000 Penalty: 5227.386230
	Iteration 15Q: 3 clusters Score -7340930 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -7341729.000000 Penalty: 5227.386230
	Iteration 16Q: 3 clusters Score -7341729 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -7342219.500000 Penalty: 5227.386230
	Iteration 17Q: 3 clusters Score -7342220 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -7342544.000000 Penalty: 5227.386230
	Iteration 18Q: 3 clusters Score -7342544 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -7342770.000000 Penalty: 5227.386230
	Iteration 19Q: 3 clusters Score -7342770 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -7342955.000000 Penalty: 5227.386230
	Iteration 20F: 3 clusters Score -7342955 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -7343066.500000 Penalty: 5227.386230
	Iteration 21Q: 3 clusters Score -7343066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -7343155.000000 Penalty: 5227.386230
	Iteration 22Q: 3 clusters Score -7343155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -7343219.000000 Penalty: 5227.386230
	Iteration 23Q: 3 clusters Score -7343219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -7343257.500000 Penalty: 5227.386230
	Iteration 24Q: 3 clusters Score -7343258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -7343294.500000 Penalty: 5227.386230
	Iteration 25Q: 3 clusters Score -7343294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -7343325.000000 Penalty: 5227.386230
	Iteration 26Q: 3 clusters Score -7343325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -7343361.500000 Penalty: 5227.386230
	Iteration 27Q: 3 clusters Score -7343362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -7343381.000000 Penalty: 5227.386230
	Iteration 28Q: 3 clusters Score -7343381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -7343392.500000 Penalty: 5227.386230
	Iteration 29Q: 3 clusters Score -7343392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -7343395.000000 Penalty: 5227.386230
	Iteration 30Q: 3 clusters Score -7343395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -7343420.000000 Penalty: 5227.386230
	Iteration 31Q: 3 clusters Score -7343420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -7343419.500000 Penalty: 5227.386230
	Iteration 32Q: 3 clusters Score -7343420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -7343422.000000 Penalty: 5227.386230
	Iteration 33Q: 3 clusters Score -7343422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -7343420.000000 Penalty: 5227.386230
	Iteration 34Q: 3 clusters Score -7343420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -7343426.500000 Penalty: 5227.386230
	Iteration 35Q: 3 clusters Score -7343426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7343431.500000 Penalty: 5227.386230
	Iteration 36Q: 3 clusters Score -7343432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -7343431.000000 Penalty: 5227.386230
	Iteration 37Q: 3 clusters Score -7343431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -7343440.000000 Penalty: 5227.386230
	Iteration 38Q: 3 clusters Score -7343440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -7343437.000000 Penalty: 5227.386230
	Iteration 39Q: 3 clusters Score -7343437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -7343444.500000 Penalty: 5227.386230
	Iteration 40F: 3 clusters Score -7343444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -7343447.500000 Penalty: 5227.386230
	Iteration 41Q: 3 clusters Score -7343448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7343454.000000 Penalty: 5227.386230
	Iteration 42Q: 3 clusters Score -7343454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7343454.000000 Penalty: 5227.386230
	Iteration 43F: 3 clusters Score -7343454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -34373.386719 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -34373.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33250.578125 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -33250.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33412.679688 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -33412.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -33498.304688 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -33498.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -33571.171875 Penalty: 2773.129639
	Iteration 3F: 3 clusters Score -33571.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -33594.644531 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -33594.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -33600.207031 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -33600.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -33603.148438 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -33603.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -33603.148438 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -33603.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -44569.496094 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -44569.5 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 226 members 
Entering Unmasked Estep 
Score: -43222.046875 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -43222.05 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43482.718750 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -43482.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43625.011719 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -43625.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43774.406250 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -43774.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43879.542969 Penalty: 3027.977295
	Iteration 4F: 3 clusters Score -43879.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44008.246094 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44008.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44085.308594 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44085.31 nChanged 9
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: -44115.671875 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44115.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44121.863281 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44121.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44123.054688 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -44123.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44125.281250 Penalty: 3027.977295
	Iteration 10F: 3 clusters Score -44125.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44143.613281 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -44143.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44143.613281 Penalty: 3027.977295
	Iteration 12F: 3 clusters Score -44143.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -233980.171875 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -233980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -231835.703125 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -231835.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -232325.046875 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -232325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -232586.359375 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -232586.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -232767.890625 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -232767.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -232880.296875 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -232880.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -232982.656250 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -232982.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -233065.171875 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -233065.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -233135.906250 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -233135.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -233189.937500 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -233189.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -233239.578125 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -233239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -233267.640625 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -233267.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -233280.734375 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -233280.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -233294.421875 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -233294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -233302.500000 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -233302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -233308.250000 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -233308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -233314.218750 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -233314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -233315.234375 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -233315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -233315.234375 Penalty: 3584.560303
	Iteration 17F: 3 clusters Score -233315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -223107.640625 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -223107.6 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 612 members 
Entering Unmasked Estep 
Score: -221019.812500 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -221019.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -221588.875000 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -221588.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -221980.718750 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -221980.7 nChanged 107
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: -222318.703125 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -222318.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222564.546875 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -222564.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -222676.062500 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -222676.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -222723.250000 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -222723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -222748.390625 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -222748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -222765.000000 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -222765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -222775.265625 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -222775.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -222785.500000 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -222785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -222788.968750 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -222789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -222794.875000 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -222794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -222806.437500 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -222806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -222811.406250 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -222811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -222817.109375 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -222817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -222821.078125 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -222821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -222821.078125 Penalty: 3552.164551
	Iteration 17F: 3 clusters Score -222821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -506150.093750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -506150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -503054.031250 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -503054 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -503632.937500 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -503632.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -503792.906250 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -503792.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -503890.187500 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -503890.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -503937.562500 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -503937.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -503968.218750 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -503968.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -503988.968750 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -503989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -504006.937500 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -504006.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -504021.062500 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -504021.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -504037.125000 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -504037.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -504050.000000 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -504050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -504061.218750 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -504061.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -504073.156250 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -504073.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -504089.218750 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -504089.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -504099.656250 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -504099.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -504107.281250 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -504107.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -504118.000000 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -504118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -504130.437500 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -504130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -504139.625000 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -504139.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -504153.906250 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -504153.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -504169.562500 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -504169.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -504185.093750 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -504185.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -504202.437500 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -504202.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -504216.437500 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -504216.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -504232.406250 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -504232.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -504243.281250 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -504243.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -504259.000000 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -504259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -504279.718750 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -504279.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -504306.437500 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -504306.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -504329.000000 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -504329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -504344.343750 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -504344.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -504357.750000 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -504357.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -504372.812500 Penalty: 3918.531982
	Iteration 32Q: 3 clusters Score -504372.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -504385.375000 Penalty: 3918.531982
	Iteration 33Q: 3 clusters Score -504385.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -504395.000000 Penalty: 3918.531982
	Iteration 34Q: 3 clusters Score -504395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -504400.656250 Penalty: 3918.531982
	Iteration 35Q: 3 clusters Score -504400.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -504407.125000 Penalty: 3918.531982
	Iteration 36Q: 3 clusters Score -504407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -504411.656250 Penalty: 3918.531982
	Iteration 37Q: 3 clusters Score -504411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -504417.687500 Penalty: 3918.531982
	Iteration 38Q: 3 clusters Score -504417.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -504423.468750 Penalty: 3918.531982
	Iteration 39Q: 3 clusters Score -504423.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -504427.843750 Penalty: 3918.531982
	Iteration 40F: 3 clusters Score -504427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -504431.968750 Penalty: 3918.531982
	Iteration 41Q: 3 clusters Score -504432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -504431.812500 Penalty: 3918.531982
	Iteration 42Q: 3 clusters Score -504431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -504433.125000 Penalty: 3918.531982
	Iteration 43Q: 3 clusters Score -504433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -504434.000000 Penalty: 3918.531982
	Iteration 44Q: 3 clusters Score -504434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -504434.062500 Penalty: 3918.531982
	Iteration 45Q: 3 clusters Score -504434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -504434.500000 Penalty: 3918.531982
	Iteration 46Q: 3 clusters Score -504434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -504435.250000 Penalty: 3918.531982
	Iteration 47Q: 3 clusters Score -504435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -504437.812500 Penalty: 3918.531982
	Iteration 48Q: 3 clusters Score -504437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -504439.531250 Penalty: 3918.531982
	Iteration 49Q: 3 clusters Score -504439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -504441.125000 Penalty: 3918.531982
	Iteration 50Q: 3 clusters Score -504441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -504443.781250 Penalty: 3918.531982
	Iteration 51Q: 3 clusters Score -504443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -504447.562500 Penalty: 3918.531982
	Iteration 52Q: 3 clusters Score -504447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -504451.375000 Penalty: 3918.531982
	Iteration 53Q: 3 clusters Score -504451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -504455.500000 Penalty: 3918.531982
	Iteration 54Q: 3 clusters Score -504455.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -504460.281250 Penalty: 3918.531982
	Iteration 55Q: 3 clusters Score -504460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -504464.718750 Penalty: 3918.531982
	Iteration 56Q: 3 clusters Score -504464.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -504469.250000 Penalty: 3918.531982
	Iteration 57Q: 3 clusters Score -504469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -504470.625000 Penalty: 3918.531982
	Iteration 58Q: 3 clusters Score -504470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -504472.687500 Penalty: 3918.531982
	Iteration 59Q: 3 clusters Score -504472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -504473.750000 Penalty: 3918.531982
	Iteration 60F: 3 clusters Score -504473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -504474.156250 Penalty: 3918.531982
	Iteration 61Q: 3 clusters Score -504474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -504474.156250 Penalty: 3918.531982
	Iteration 62F: 3 clusters Score -504474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (43383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Entering Unmasked Estep 
Score: -8514654.000000 Penalty: 2648.100098
	Iteration 0F: 2 clusters Score -8514654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8485717.000000 Penalty: 5296.200195
	Iteration 0F: 3 clusters Score -8485717 nChanged 20024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -8496749.000000 Penalty: 5296.200195
	Iteration 1F: 3 clusters Score -8496749 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -8497197.000000 Penalty: 5296.200195
	Iteration 2Q: 3 clusters Score -8497197 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -8497634.000000 Penalty: 5296.200195
	Iteration 3Q: 3 clusters Score -8497634 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -8498101.000000 Penalty: 5296.200195
	Iteration 4Q: 3 clusters Score -8498101 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -8498542.000000 Penalty: 5296.200195
	Iteration 5Q: 3 clusters Score -8498542 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -8499059.000000 Penalty: 5296.200195
	Iteration 6Q: 3 clusters Score -8499059 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -8499734.000000 Penalty: 5296.200195
	Iteration 7Q: 3 clusters Score -8499734 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -8500675.000000 Penalty: 5296.200195
	Iteration 8Q: 3 clusters Score -8500675 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -8502103.000000 Penalty: 5296.200195
	Iteration 9F: 3 clusters Score -8502103 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -8504030.000000 Penalty: 5296.200195
	Iteration 10F: 3 clusters Score -8504030 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -8506402.000000 Penalty: 5296.200195
	Iteration 11F: 3 clusters Score -8506402 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -8508748.000000 Penalty: 5296.200195
	Iteration 12F: 3 clusters Score -8508748 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8510607.000000 Penalty: 5296.200195
	Iteration 13Q: 3 clusters Score -8510607 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8511617.000000 Penalty: 5296.200195
	Iteration 14Q: 3 clusters Score -8511617 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8511979.000000 Penalty: 5296.200195
	Iteration 15Q: 3 clusters Score -8511979 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8512144.000000 Penalty: 5296.200195
	Iteration 16Q: 3 clusters Score -8512144 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8512263.000000 Penalty: 5296.200195
	Iteration 17Q: 3 clusters Score -8512263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8512302.000000 Penalty: 5296.200195
	Iteration 18Q: 3 clusters Score -8512302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8512330.000000 Penalty: 5296.200195
	Iteration 19Q: 3 clusters Score -8512330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8512349.000000 Penalty: 5296.200195
	Iteration 20F: 3 clusters Score -8512349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8512366.000000 Penalty: 5296.200195
	Iteration 21Q: 3 clusters Score -8512366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8512376.000000 Penalty: 5296.200195
	Iteration 22Q: 3 clusters Score -8512376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8512390.000000 Penalty: 5296.200195
	Iteration 23Q: 3 clusters Score -8512390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8512400.000000 Penalty: 5296.200195
	Iteration 24Q: 3 clusters Score -8512400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8512401.000000 Penalty: 5296.200195
	Iteration 25Q: 3 clusters Score -8512401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8512409.000000 Penalty: 5296.200195
	Iteration 26Q: 3 clusters Score -8512409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8512411.000000 Penalty: 5296.200195
	Iteration 27Q: 3 clusters Score -8512411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8512420.000000 Penalty: 5296.200195
	Iteration 28Q: 3 clusters Score -8512420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8512419.000000 Penalty: 5296.200195
	Iteration 29Q: 3 clusters Score -8512419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8512419.000000 Penalty: 5296.200195
	Iteration 30F: 3 clusters Score -8512419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -49803.867188 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -49803.87 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 187 members 
Entering Unmasked Estep 
Score: -48570.812500 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -48570.81 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48911.562500 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -48911.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49134.718750 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -49134.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49250.179688 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -49250.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49298.218750 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -49298.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49357.910156 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -49357.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49419.160156 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -49419.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49433.621094 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -49433.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49436.812500 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -49436.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49459.585938 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -49459.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49465.359375 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -49465.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49491.097656 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -49491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49530.371094 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -49530.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49534.570312 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -49534.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49556.035156 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -49556.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49557.167969 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -49557.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49557.167969 Penalty: 2950.225586
	Iteration 16F: 3 clusters Score -49557.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Entering Unmasked Estep 
Score: -2841985.500000 Penalty: 2361.711914
	Iteration 0F: 2 clusters Score -2841986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2831948.250000 Penalty: 4723.423828
	Iteration 0F: 3 clusters Score -2831948 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2835138.750000 Penalty: 4723.423828
	Iteration 1F: 3 clusters Score -2835139 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2835563.500000 Penalty: 4723.423828
	Iteration 2F: 3 clusters Score -2835564 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2835873.250000 Penalty: 4723.423828
	Iteration 3F: 3 clusters Score -2835873 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2836174.500000 Penalty: 4723.423828
	Iteration 4Q: 3 clusters Score -2836174 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2836501.500000 Penalty: 4723.423828
	Iteration 5Q: 3 clusters Score -2836502 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2836879.500000 Penalty: 4723.423828
	Iteration 6Q: 3 clusters Score -2836880 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2837228.000000 Penalty: 4723.423828
	Iteration 7Q: 3 clusters Score -2837228 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2837528.000000 Penalty: 4723.423828
	Iteration 8Q: 3 clusters Score -2837528 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2837769.750000 Penalty: 4723.423828
	Iteration 9Q: 3 clusters Score -2837770 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2837974.000000 Penalty: 4723.423828
	Iteration 10Q: 3 clusters Score -2837974 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2838124.250000 Penalty: 4723.423828
	Iteration 11Q: 3 clusters Score -2838124 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2838254.500000 Penalty: 4723.423828
	Iteration 12Q: 3 clusters Score -2838254 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2838370.000000 Penalty: 4723.423828
	Iteration 13Q: 3 clusters Score -2838370 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2838475.500000 Penalty: 4723.423828
	Iteration 14Q: 3 clusters Score -2838476 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2838568.750000 Penalty: 4723.423828
	Iteration 15Q: 3 clusters Score -2838569 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2838639.500000 Penalty: 4723.423828
	Iteration 16Q: 3 clusters Score -2838640 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2838692.750000 Penalty: 4723.423828
	Iteration 17Q: 3 clusters Score -2838693 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2838756.750000 Penalty: 4723.423828
	Iteration 18Q: 3 clusters Score -2838757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2838817.000000 Penalty: 4723.423828
	Iteration 19Q: 3 clusters Score -2838817 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2838865.250000 Penalty: 4723.423828
	Iteration 20F: 3 clusters Score -2838865 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2838927.750000 Penalty: 4723.423828
	Iteration 21Q: 3 clusters Score -2838928 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2838988.000000 Penalty: 4723.423828
	Iteration 22Q: 3 clusters Score -2838988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2839045.000000 Penalty: 4723.423828
	Iteration 23Q: 3 clusters Score -2839045 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2839097.250000 Penalty: 4723.423828
	Iteration 24Q: 3 clusters Score -2839097 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2839154.250000 Penalty: 4723.423828
	Iteration 25Q: 3 clusters Score -2839154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2839209.750000 Penalty: 4723.423828
	Iteration 26Q: 3 clusters Score -2839210 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2839275.000000 Penalty: 4723.423828
	Iteration 27Q: 3 clusters Score -2839275 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2839317.500000 Penalty: 4723.423828
	Iteration 28Q: 3 clusters Score -2839318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2839371.750000 Penalty: 4723.423828
	Iteration 29Q: 3 clusters Score -2839372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2839422.000000 Penalty: 4723.423828
	Iteration 30Q: 3 clusters Score -2839422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2839468.500000 Penalty: 4723.423828
	Iteration 31Q: 3 clusters Score -2839468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2839526.750000 Penalty: 4723.423828
	Iteration 32Q: 3 clusters Score -2839527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2839569.000000 Penalty: 4723.423828
	Iteration 33Q: 3 clusters Score -2839569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2839601.250000 Penalty: 4723.423828
	Iteration 34Q: 3 clusters Score -2839601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2839641.750000 Penalty: 4723.423828
	Iteration 35Q: 3 clusters Score -2839642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2839671.250000 Penalty: 4723.423828
	Iteration 36Q: 3 clusters Score -2839671 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2839693.250000 Penalty: 4723.423828
	Iteration 37Q: 3 clusters Score -2839693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2839716.250000 Penalty: 4723.423828
	Iteration 38Q: 3 clusters Score -2839716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2839726.500000 Penalty: 4723.423828
	Iteration 39Q: 3 clusters Score -2839726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2839744.500000 Penalty: 4723.423828
	Iteration 40F: 3 clusters Score -2839744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2839753.500000 Penalty: 4723.423828
	Iteration 41Q: 3 clusters Score -2839754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2839760.250000 Penalty: 4723.423828
	Iteration 42Q: 3 clusters Score -2839760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2839769.500000 Penalty: 4723.423828
	Iteration 43Q: 3 clusters Score -2839770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2839777.750000 Penalty: 4723.423828
	Iteration 44Q: 3 clusters Score -2839778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2839791.500000 Penalty: 4723.423828
	Iteration 45Q: 3 clusters Score -2839792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2839810.750000 Penalty: 4723.423828
	Iteration 46Q: 3 clusters Score -2839811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2839821.250000 Penalty: 4723.423828
	Iteration 47Q: 3 clusters Score -2839821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2839834.250000 Penalty: 4723.423828
	Iteration 48Q: 3 clusters Score -2839834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2839853.500000 Penalty: 4723.423828
	Iteration 49Q: 3 clusters Score -2839854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2839858.750000 Penalty: 4723.423828
	Iteration 50Q: 3 clusters Score -2839859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2839857.000000 Penalty: 4723.423828
	Iteration 51Q: 3 clusters Score -2839857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2839854.500000 Penalty: 4723.423828
	Iteration 52Q: 3 clusters Score -2839854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2839861.500000 Penalty: 4723.423828
	Iteration 53Q: 3 clusters Score -2839862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2839864.750000 Penalty: 4723.423828
	Iteration 54Q: 3 clusters Score -2839865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2839863.250000 Penalty: 4723.423828
	Iteration 55Q: 3 clusters Score -2839863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2839868.250000 Penalty: 4723.423828
	Iteration 56Q: 3 clusters Score -2839868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2839869.750000 Penalty: 4723.423828
	Iteration 57Q: 3 clusters Score -2839870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2839870.500000 Penalty: 4723.423828
	Iteration 58Q: 3 clusters Score -2839870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2839876.250000 Penalty: 4723.423828
	Iteration 59Q: 3 clusters Score -2839876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2839877.000000 Penalty: 4723.423828
	Iteration 60F: 3 clusters Score -2839877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2839878.750000 Penalty: 4723.423828
	Iteration 61Q: 3 clusters Score -2839879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2839887.250000 Penalty: 4723.423828
	Iteration 62Q: 3 clusters Score -2839887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2839886.750000 Penalty: 4723.423828
	Iteration 63Q: 3 clusters Score -2839887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2839886.750000 Penalty: 4723.423828
	Iteration 64F: 3 clusters Score -2839887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Entering Unmasked Estep 
Score: -2793564.000000 Penalty: 2355.745117
	Iteration 0F: 2 clusters Score -2793564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2783898.500000 Penalty: 4711.490234
	Iteration 0F: 3 clusters Score -2783898 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2786883.000000 Penalty: 4711.490234
	Iteration 1F: 3 clusters Score -2786883 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2787259.750000 Penalty: 4711.490234
	Iteration 2F: 3 clusters Score -2787260 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2787554.000000 Penalty: 4711.490234
	Iteration 3F: 3 clusters Score -2787554 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2787825.250000 Penalty: 4711.490234
	Iteration 4Q: 3 clusters Score -2787825 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2788041.500000 Penalty: 4711.490234
	Iteration 5Q: 3 clusters Score -2788042 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2788254.250000 Penalty: 4711.490234
	Iteration 6Q: 3 clusters Score -2788254 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2788491.000000 Penalty: 4711.490234
	Iteration 7Q: 3 clusters Score -2788491 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2788772.250000 Penalty: 4711.490234
	Iteration 8Q: 3 clusters Score -2788772 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2789129.000000 Penalty: 4711.490234
	Iteration 9Q: 3 clusters Score -2789129 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2789560.750000 Penalty: 4711.490234
	Iteration 10Q: 3 clusters Score -2789561 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2790055.000000 Penalty: 4711.490234
	Iteration 11F: 3 clusters Score -2790055 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2790594.750000 Penalty: 4711.490234
	Iteration 12Q: 3 clusters Score -2790595 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2791079.000000 Penalty: 4711.490234
	Iteration 13Q: 3 clusters Score -2791079 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2791452.750000 Penalty: 4711.490234
	Iteration 14Q: 3 clusters Score -2791453 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2791658.250000 Penalty: 4711.490234
	Iteration 15Q: 3 clusters Score -2791658 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2791787.500000 Penalty: 4711.490234
	Iteration 16Q: 3 clusters Score -2791788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2791846.750000 Penalty: 4711.490234
	Iteration 17Q: 3 clusters Score -2791847 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2791909.000000 Penalty: 4711.490234
	Iteration 18Q: 3 clusters Score -2791909 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2791936.250000 Penalty: 4711.490234
	Iteration 19Q: 3 clusters Score -2791936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2791955.750000 Penalty: 4711.490234
	Iteration 20F: 3 clusters Score -2791956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2791962.250000 Penalty: 4711.490234
	Iteration 21Q: 3 clusters Score -2791962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2791967.750000 Penalty: 4711.490234
	Iteration 22Q: 3 clusters Score -2791968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2791984.250000 Penalty: 4711.490234
	Iteration 23Q: 3 clusters Score -2791984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2791994.250000 Penalty: 4711.490234
	Iteration 24Q: 3 clusters Score -2791994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2791996.750000 Penalty: 4711.490234
	Iteration 25Q: 3 clusters Score -2791997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2792003.000000 Penalty: 4711.490234
	Iteration 26Q: 3 clusters Score -2792003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2792014.250000 Penalty: 4711.490234
	Iteration 27Q: 3 clusters Score -2792014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2792003.750000 Penalty: 4711.490234
	Iteration 28Q: 3 clusters Score -2792004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2792015.500000 Penalty: 4711.490234
	Iteration 29Q: 3 clusters Score -2792016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2792014.250000 Penalty: 4711.490234
	Iteration 30Q: 3 clusters Score -2792014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2792015.000000 Penalty: 4711.490234
	Iteration 31Q: 3 clusters Score -2792015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2792011.750000 Penalty: 4711.490234
	Iteration 32Q: 3 clusters Score -2792012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2792013.000000 Penalty: 4711.490234
	Iteration 33Q: 3 clusters Score -2792013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2792017.500000 Penalty: 4711.490234
	Iteration 34Q: 3 clusters Score -2792018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2792020.250000 Penalty: 4711.490234
	Iteration 35Q: 3 clusters Score -2792020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2792020.750000 Penalty: 4711.490234
	Iteration 36Q: 3 clusters Score -2792021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2792025.500000 Penalty: 4711.490234
	Iteration 37Q: 3 clusters Score -2792026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2792024.750000 Penalty: 4711.490234
	Iteration 38Q: 3 clusters Score -2792025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2792026.000000 Penalty: 4711.490234
	Iteration 39Q: 3 clusters Score -2792026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2792021.500000 Penalty: 4711.490234
	Iteration 40F: 3 clusters Score -2792022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2792020.750000 Penalty: 4711.490234
	Iteration 41Q: 3 clusters Score -2792021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2792019.750000 Penalty: 4711.490234
	Iteration 42Q: 3 clusters Score -2792020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2792020.250000 Penalty: 4711.490234
	Iteration 43Q: 3 clusters Score -2792020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2792020.250000 Penalty: 4711.490234
	Iteration 44F: 3 clusters Score -2792020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Entering Unmasked Estep 
Score: -1304558.125000 Penalty: 2183.435547
	Iteration 0F: 2 clusters Score -1304558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1299048.500000 Penalty: 4366.871094
	Iteration 0F: 3 clusters Score -1299048 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1300641.250000 Penalty: 4366.871094
	Iteration 1F: 3 clusters Score -1300641 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1300998.250000 Penalty: 4366.871094
	Iteration 2F: 3 clusters Score -1300998 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1301305.750000 Penalty: 4366.871094
	Iteration 3F: 3 clusters Score -1301306 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1301601.625000 Penalty: 4366.871094
	Iteration 4F: 3 clusters Score -1301602 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1301851.125000 Penalty: 4366.871094
	Iteration 5F: 3 clusters Score -1301851 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1302073.875000 Penalty: 4366.871094
	Iteration 6Q: 3 clusters Score -1302074 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1302246.000000 Penalty: 4366.871094
	Iteration 7Q: 3 clusters Score -1302246 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1302395.250000 Penalty: 4366.871094
	Iteration 8Q: 3 clusters Score -1302395 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1302535.500000 Penalty: 4366.871094
	Iteration 9Q: 3 clusters Score -1302536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1302624.625000 Penalty: 4366.871094
	Iteration 10Q: 3 clusters Score -1302625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1302692.000000 Penalty: 4366.871094
	Iteration 11Q: 3 clusters Score -1302692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1302739.250000 Penalty: 4366.871094
	Iteration 12Q: 3 clusters Score -1302739 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1302769.625000 Penalty: 4366.871094
	Iteration 13Q: 3 clusters Score -1302770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1302788.000000 Penalty: 4366.871094
	Iteration 14Q: 3 clusters Score -1302788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1302797.500000 Penalty: 4366.871094
	Iteration 15Q: 3 clusters Score -1302798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1302807.750000 Penalty: 4366.871094
	Iteration 16Q: 3 clusters Score -1302808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1302814.875000 Penalty: 4366.871094
	Iteration 17Q: 3 clusters Score -1302815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1302821.875000 Penalty: 4366.871094
	Iteration 18Q: 3 clusters Score -1302822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1302833.250000 Penalty: 4366.871094
	Iteration 19Q: 3 clusters Score -1302833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1302833.500000 Penalty: 4366.871094
	Iteration 20F: 3 clusters Score -1302834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1302842.625000 Penalty: 4366.871094
	Iteration 21Q: 3 clusters Score -1302843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1302843.250000 Penalty: 4366.871094
	Iteration 22Q: 3 clusters Score -1302843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1302846.250000 Penalty: 4366.871094
	Iteration 23Q: 3 clusters Score -1302846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1302848.500000 Penalty: 4366.871094
	Iteration 24Q: 3 clusters Score -1302848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1302854.625000 Penalty: 4366.871094
	Iteration 25Q: 3 clusters Score -1302855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1302862.500000 Penalty: 4366.871094
	Iteration 26Q: 3 clusters Score -1302862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1302867.750000 Penalty: 4366.871094
	Iteration 27Q: 3 clusters Score -1302868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1302872.125000 Penalty: 4366.871094
	Iteration 28Q: 3 clusters Score -1302872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1302876.625000 Penalty: 4366.871094
	Iteration 29Q: 3 clusters Score -1302877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1302878.000000 Penalty: 4366.871094
	Iteration 30Q: 3 clusters Score -1302878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1302880.500000 Penalty: 4366.871094
	Iteration 31Q: 3 clusters Score -1302880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1302881.125000 Penalty: 4366.871094
	Iteration 32Q: 3 clusters Score -1302881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1302884.000000 Penalty: 4366.871094
	Iteration 33Q: 3 clusters Score -1302884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1302882.750000 Penalty: 4366.871094
	Iteration 34Q: 3 clusters Score -1302883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1302882.375000 Penalty: 4366.871094
	Iteration 35Q: 3 clusters Score -1302882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1302882.750000 Penalty: 4366.871094
	Iteration 36Q: 3 clusters Score -1302883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1302884.125000 Penalty: 4366.871094
	Iteration 37Q: 3 clusters Score -1302884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1302884.125000 Penalty: 4366.871094
	Iteration 38F: 3 clusters Score -1302884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (42479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Entering Unmasked Estep 
Score: -8264191.000000 Penalty: 2642.877686
	Iteration 0F: 2 clusters Score -8264191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -8240656.000000 Penalty: 5285.755371
	Iteration 0F: 3 clusters Score -8240656 nChanged 19601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -8251267.500000 Penalty: 5285.755371
	Iteration 1F: 3 clusters Score -8251268 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -8251820.000000 Penalty: 5285.755371
	Iteration 2Q: 3 clusters Score -8251820 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -8252305.000000 Penalty: 5285.755371
	Iteration 3Q: 3 clusters Score -8252305 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -8252812.500000 Penalty: 5285.755371
	Iteration 4Q: 3 clusters Score -8252812 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -8253368.500000 Penalty: 5285.755371
	Iteration 5Q: 3 clusters Score -8253368 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -8253964.500000 Penalty: 5285.755371
	Iteration 6Q: 3 clusters Score -8253964 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -8254721.000000 Penalty: 5285.755371
	Iteration 7Q: 3 clusters Score -8254721 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -8255712.500000 Penalty: 5285.755371
	Iteration 8F: 3 clusters Score -8255712 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -8256684.500000 Penalty: 5285.755371
	Iteration 9F: 3 clusters Score -8256684 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -8257561.500000 Penalty: 5285.755371
	Iteration 10F: 3 clusters Score -8257562 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -8258526.500000 Penalty: 5285.755371
	Iteration 11F: 3 clusters Score -8258526 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -8259469.500000 Penalty: 5285.755371
	Iteration 12Q: 3 clusters Score -8259470 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8260117.500000 Penalty: 5285.755371
	Iteration 13Q: 3 clusters Score -8260118 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8260667.000000 Penalty: 5285.755371
	Iteration 14Q: 3 clusters Score -8260667 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8261068.000000 Penalty: 5285.755371
	Iteration 15Q: 3 clusters Score -8261068 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8261331.500000 Penalty: 5285.755371
	Iteration 16Q: 3 clusters Score -8261332 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8261523.000000 Penalty: 5285.755371
	Iteration 17Q: 3 clusters Score -8261523 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8261636.000000 Penalty: 5285.755371
	Iteration 18Q: 3 clusters Score -8261636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8261726.000000 Penalty: 5285.755371
	Iteration 19Q: 3 clusters Score -8261726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8261758.000000 Penalty: 5285.755371
	Iteration 20F: 3 clusters Score -8261758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8261794.000000 Penalty: 5285.755371
	Iteration 21Q: 3 clusters Score -8261794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8261816.500000 Penalty: 5285.755371
	Iteration 22Q: 3 clusters Score -8261816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8261851.000000 Penalty: 5285.755371
	Iteration 23Q: 3 clusters Score -8261851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8261856.000000 Penalty: 5285.755371
	Iteration 24Q: 3 clusters Score -8261856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8261860.500000 Penalty: 5285.755371
	Iteration 25Q: 3 clusters Score -8261860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8261881.500000 Penalty: 5285.755371
	Iteration 26Q: 3 clusters Score -8261882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8261905.000000 Penalty: 5285.755371
	Iteration 27Q: 3 clusters Score -8261905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8261935.500000 Penalty: 5285.755371
	Iteration 28Q: 3 clusters Score -8261936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8261934.500000 Penalty: 5285.755371
	Iteration 29Q: 3 clusters Score -8261934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8261940.500000 Penalty: 5285.755371
	Iteration 30Q: 3 clusters Score -8261940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8261944.000000 Penalty: 5285.755371
	Iteration 31Q: 3 clusters Score -8261944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8261944.000000 Penalty: 5285.755371
	Iteration 32Q: 3 clusters Score -8261944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8261961.000000 Penalty: 5285.755371
	Iteration 33Q: 3 clusters Score -8261961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8261962.500000 Penalty: 5285.755371
	Iteration 34Q: 3 clusters Score -8261962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8261975.500000 Penalty: 5285.755371
	Iteration 35Q: 3 clusters Score -8261976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8261973.500000 Penalty: 5285.755371
	Iteration 36Q: 3 clusters Score -8261974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8261985.500000 Penalty: 5285.755371
	Iteration 37Q: 3 clusters Score -8261986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8261988.000000 Penalty: 5285.755371
	Iteration 38Q: 3 clusters Score -8261988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8261994.500000 Penalty: 5285.755371
	Iteration 39Q: 3 clusters Score -8261994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8262000.500000 Penalty: 5285.755371
	Iteration 40F: 3 clusters Score -8262000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8262001.000000 Penalty: 5285.755371
	Iteration 41Q: 3 clusters Score -8262001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8262001.000000 Penalty: 5285.755371
	Iteration 42F: 3 clusters Score -8262001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -177113.390625 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -177113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -175270.140625 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -175270.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -175907.687500 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -175907.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -176342.687500 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -176342.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -176606.234375 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -176606.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -176768.078125 Penalty: 3464.878418
	Iteration 4Q: 3 clusters Score -176768.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -176872.906250 Penalty: 3464.878418
	Iteration 5Q: 3 clusters Score -176872.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -176941.031250 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -176941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -177004.015625 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -177004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -177053.562500 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -177053.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -177090.140625 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -177090.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177123.296875 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -177123.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -177185.000000 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -177185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -177211.968750 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -177212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -177223.453125 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -177223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -177235.328125 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -177235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -177251.875000 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -177251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -177266.515625 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -177266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -177269.265625 Penalty: 3464.878418
	Iteration 17Q: 3 clusters Score -177269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -177272.000000 Penalty: 3464.878418
	Iteration 18Q: 3 clusters Score -177272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -177272.812500 Penalty: 3464.878418
	Iteration 19Q: 3 clusters Score -177272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -177272.812500 Penalty: 3464.878418
	Iteration 20F: 3 clusters Score -177272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31580 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17713 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 17556 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34772 members 
Mstep: Class 35 contains 35609 members 
Mstep: Class 36 contains 37763 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43383 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42479 members 
Mstep: Class 48 contains 582 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4495 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15199 members 
Mstep: Class 57 contains 19554 members 
Mstep: Class 58 contains 2036 members 
Mstep: Class 59 contains 36571 members 
Mstep: Class 60 contains 38852 members 
Mstep: Class 61 contains 17322 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23270 members 
Mstep: Class 65 contains 3201 members 
Mstep: Class 66 contains 499 members 
Entering Unmasked Estep 
Score: -161341008.000000 Penalty: 223255.453125
Splitting cluster 48 changes total score from -161341984.000000 to -161341008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (16791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Entering Unmasked Estep 
Score: -3349290.000000 Penalty: 2412.692383
	Iteration 0F: 2 clusters Score -3349290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3337647.750000 Penalty: 4825.384766
	Iteration 0F: 3 clusters Score -3337648 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3341470.750000 Penalty: 4825.384766
	Iteration 1F: 3 clusters Score -3341471 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3341818.750000 Penalty: 4825.384766
	Iteration 2F: 3 clusters Score -3341819 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3342074.000000 Penalty: 4825.384766
	Iteration 3Q: 3 clusters Score -3342074 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3342269.000000 Penalty: 4825.384766
	Iteration 4Q: 3 clusters Score -3342269 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3342455.750000 Penalty: 4825.384766
	Iteration 5Q: 3 clusters Score -3342456 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3342615.000000 Penalty: 4825.384766
	Iteration 6Q: 3 clusters Score -3342615 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3342776.750000 Penalty: 4825.384766
	Iteration 7Q: 3 clusters Score -3342777 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3343017.250000 Penalty: 4825.384766
	Iteration 8Q: 3 clusters Score -3343017 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3343333.000000 Penalty: 4825.384766
	Iteration 9Q: 3 clusters Score -3343333 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3343724.000000 Penalty: 4825.384766
	Iteration 10Q: 3 clusters Score -3343724 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3344205.250000 Penalty: 4825.384766
	Iteration 11Q: 3 clusters Score -3344205 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3344842.000000 Penalty: 4825.384766
	Iteration 12F: 3 clusters Score -3344842 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3345500.750000 Penalty: 4825.384766
	Iteration 13F: 3 clusters Score -3345501 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3346107.250000 Penalty: 4825.384766
	Iteration 14Q: 3 clusters Score -3346107 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3346564.750000 Penalty: 4825.384766
	Iteration 15Q: 3 clusters Score -3346565 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3346874.750000 Penalty: 4825.384766
	Iteration 16Q: 3 clusters Score -3346875 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3347028.000000 Penalty: 4825.384766
	Iteration 17Q: 3 clusters Score -3347028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3347150.000000 Penalty: 4825.384766
	Iteration 18Q: 3 clusters Score -3347150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3347230.250000 Penalty: 4825.384766
	Iteration 19Q: 3 clusters Score -3347230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3347267.000000 Penalty: 4825.384766
	Iteration 20F: 3 clusters Score -3347267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3347282.750000 Penalty: 4825.384766
	Iteration 21Q: 3 clusters Score -3347283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3347314.250000 Penalty: 4825.384766
	Iteration 22Q: 3 clusters Score -3347314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3347320.000000 Penalty: 4825.384766
	Iteration 23Q: 3 clusters Score -3347320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3347336.250000 Penalty: 4825.384766
	Iteration 24Q: 3 clusters Score -3347336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3347347.000000 Penalty: 4825.384766
	Iteration 25Q: 3 clusters Score -3347347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3347351.250000 Penalty: 4825.384766
	Iteration 26Q: 3 clusters Score -3347351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3347356.750000 Penalty: 4825.384766
	Iteration 27Q: 3 clusters Score -3347357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3347363.000000 Penalty: 4825.384766
	Iteration 28Q: 3 clusters Score -3347363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3347375.750000 Penalty: 4825.384766
	Iteration 29Q: 3 clusters Score -3347376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3347377.250000 Penalty: 4825.384766
	Iteration 30Q: 3 clusters Score -3347377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3347379.750000 Penalty: 4825.384766
	Iteration 31Q: 3 clusters Score -3347380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3347377.750000 Penalty: 4825.384766
	Iteration 32Q: 3 clusters Score -3347378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3347377.500000 Penalty: 4825.384766
	Iteration 33Q: 3 clusters Score -3347378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3347376.500000 Penalty: 4825.384766
	Iteration 34Q: 3 clusters Score -3347376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3347381.000000 Penalty: 4825.384766
	Iteration 35Q: 3 clusters Score -3347381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3347378.250000 Penalty: 4825.384766
	Iteration 36Q: 3 clusters Score -3347378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3347378.250000 Penalty: 4825.384766
	Iteration 37F: 3 clusters Score -3347378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20101.068359 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20101.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20369.144531 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20369.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20442.634766 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -20442.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20514.630859 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -20514.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20581.927734 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -20581.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20730.685547 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -20730.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20870.103516 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -20870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20905.546875 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -20905.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20947.759766 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -20947.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20969.267578 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -20969.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20986.156250 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -20986.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20992.716797 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -20992.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20998.734375 Penalty: 2892.613770
	Iteration 12F: 3 clusters Score -20998.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21031.453125 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -21031.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21078.847656 Penalty: 2892.613770
	Iteration 14Q: 3 clusters Score -21078.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21094.636719 Penalty: 2892.613770
	Iteration 15Q: 3 clusters Score -21094.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21131.871094 Penalty: 2892.613770
	Iteration 16Q: 3 clusters Score -21131.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21164.734375 Penalty: 2892.613770
	Iteration 17Q: 3 clusters Score -21164.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21193.537109 Penalty: 2892.613770
	Iteration 18Q: 3 clusters Score -21193.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21193.537109 Penalty: 2892.613770
	Iteration 19F: 3 clusters Score -21193.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -111558.648438 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -111558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -109935.609375 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -109935.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -110259.554688 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -110259.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -110469.921875 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -110469.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -110561.750000 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -110561.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -110626.789062 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -110626.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -110667.781250 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -110667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -110685.718750 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -110685.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -110697.929688 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -110697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -110705.554688 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -110705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -110715.796875 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -110715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -110724.671875 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -110724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -110735.093750 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -110735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -110738.710938 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -110738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -110738.710938 Penalty: 3226.126953
	Iteration 13F: 3 clusters Score -110738.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -116737.250000 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -116737.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115098.031250 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -115098 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -115359.859375 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -115359.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -115456.507812 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -115456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -115481.945312 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -115481.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -115497.218750 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -115497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115504.179688 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -115504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115509.000000 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -115509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115511.445312 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -115511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115514.593750 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -115514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -115516.921875 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -115516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -115518.835938 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -115518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -115520.804688 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -115520.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -115521.367188 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -115521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -115522.664062 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -115522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -115525.492188 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -115525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -115525.492188 Penalty: 3197.863525
	Iteration 15F: 3 clusters Score -115525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -841376.562500 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -841376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -837284.000000 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -837284 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -838578.687500 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -838578.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -839048.937500 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -839048.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -839483.187500 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -839483.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -839899.750000 Penalty: 4171.717773
	Iteration 4F: 3 clusters Score -839899.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -840330.625000 Penalty: 4171.717773
	Iteration 5F: 3 clusters Score -840330.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -840706.812500 Penalty: 4171.717773
	Iteration 6F: 3 clusters Score -840706.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -840980.500000 Penalty: 4171.717773
	Iteration 7F: 3 clusters Score -840980.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -841147.312500 Penalty: 4171.717773
	Iteration 8Q: 3 clusters Score -841147.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -841261.375000 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -841261.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -841345.375000 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -841345.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -841392.625000 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -841392.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -841422.437500 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -841422.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -841440.750000 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -841440.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -841453.375000 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -841453.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -841460.562500 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -841460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -841462.437500 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -841462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -841464.250000 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -841464.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -841468.312500 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -841468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -841471.187500 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -841471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -841472.187500 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -841472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -841473.437500 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -841473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -841473.625000 Penalty: 4171.717773
	Iteration 22Q: 3 clusters Score -841473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -841472.937500 Penalty: 4171.717773
	Iteration 23Q: 3 clusters Score -841472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -841472.937500 Penalty: 4171.717773
	Iteration 24F: 3 clusters Score -841472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31580 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17713 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 17556 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34772 members 
Mstep: Class 35 contains 35609 members 
Mstep: Class 36 contains 37763 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43383 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42479 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 3267 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15199 members 
Mstep: Class 57 contains 19554 members 
Mstep: Class 58 contains 2036 members 
Mstep: Class 59 contains 36571 members 
Mstep: Class 60 contains 38852 members 
Mstep: Class 61 contains 17322 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 23270 members 
Mstep: Class 65 contains 3201 members 
Mstep: Class 66 contains 1228 members 
Entering Unmasked Estep 
Score: -161340720.000000 Penalty: 223255.453125
Splitting cluster 53 changes total score from -161341984.000000 to -161340720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -933215.125000 Penalty: 2107.961182
	Iteration 0F: 2 clusters Score -933215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -928745.375000 Penalty: 4215.922363
	Iteration 0F: 3 clusters Score -928745.4 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -929941.250000 Penalty: 4215.922363
	Iteration 1F: 3 clusters Score -929941.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -930176.687500 Penalty: 4215.922363
	Iteration 2F: 3 clusters Score -930176.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -930316.687500 Penalty: 4215.922363
	Iteration 3Q: 3 clusters Score -930316.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -930442.125000 Penalty: 4215.922363
	Iteration 4Q: 3 clusters Score -930442.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -930524.312500 Penalty: 4215.922363
	Iteration 5Q: 3 clusters Score -930524.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -930606.625000 Penalty: 4215.922363
	Iteration 6Q: 3 clusters Score -930606.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -930701.375000 Penalty: 4215.922363
	Iteration 7Q: 3 clusters Score -930701.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -930823.875000 Penalty: 4215.922363
	Iteration 8Q: 3 clusters Score -930823.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -930948.125000 Penalty: 4215.922363
	Iteration 9Q: 3 clusters Score -930948.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -931057.812500 Penalty: 4215.922363
	Iteration 10Q: 3 clusters Score -931057.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -931175.687500 Penalty: 4215.922363
	Iteration 11Q: 3 clusters Score -931175.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -931276.250000 Penalty: 4215.922363
	Iteration 12Q: 3 clusters Score -931276.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -931391.437500 Penalty: 4215.922363
	Iteration 13Q: 3 clusters Score -931391.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -931537.875000 Penalty: 4215.922363
	Iteration 14Q: 3 clusters Score -931537.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -931667.625000 Penalty: 4215.922363
	Iteration 15Q: 3 clusters Score -931667.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -931803.000000 Penalty: 4215.922363
	Iteration 16Q: 3 clusters Score -931803 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -931924.187500 Penalty: 4215.922363
	Iteration 17Q: 3 clusters Score -931924.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -932025.250000 Penalty: 4215.922363
	Iteration 18Q: 3 clusters Score -932025.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -932089.000000 Penalty: 4215.922363
	Iteration 19Q: 3 clusters Score -932089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -932138.062500 Penalty: 4215.922363
	Iteration 20F: 3 clusters Score -932138.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -932179.062500 Penalty: 4215.922363
	Iteration 21Q: 3 clusters Score -932179.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -932199.937500 Penalty: 4215.922363
	Iteration 22Q: 3 clusters Score -932199.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -932225.687500 Penalty: 4215.922363
	Iteration 23Q: 3 clusters Score -932225.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -932240.562500 Penalty: 4215.922363
	Iteration 24Q: 3 clusters Score -932240.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -932253.937500 Penalty: 4215.922363
	Iteration 25Q: 3 clusters Score -932253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -932258.687500 Penalty: 4215.922363
	Iteration 26Q: 3 clusters Score -932258.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -932264.812500 Penalty: 4215.922363
	Iteration 27Q: 3 clusters Score -932264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -932264.812500 Penalty: 4215.922363
	Iteration 28Q: 3 clusters Score -932264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -932264.250000 Penalty: 4215.922363
	Iteration 29Q: 3 clusters Score -932264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -932267.250000 Penalty: 4215.922363
	Iteration 30Q: 3 clusters Score -932267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -932268.687500 Penalty: 4215.922363
	Iteration 31Q: 3 clusters Score -932268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -932268.562500 Penalty: 4215.922363
	Iteration 32Q: 3 clusters Score -932268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -932267.812500 Penalty: 4215.922363
	Iteration 33Q: 3 clusters Score -932267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -932270.500000 Penalty: 4215.922363
	Iteration 34Q: 3 clusters Score -932270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -932270.500000 Penalty: 4215.922363
	Iteration 35F: 3 clusters Score -932270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -63844.210938 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -63844.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62487.363281 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -62487.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62750.316406 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -62750.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62879.609375 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -62879.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62934.902344 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -62934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62945.890625 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -62945.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62946.390625 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -62946.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62946.390625 Penalty: 2968.032471
	Iteration 6F: 3 clusters Score -62946.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (15199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Entering Unmasked Estep 
Score: -3182522.000000 Penalty: 2387.988037
	Iteration 0F: 2 clusters Score -3182522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3171798.750000 Penalty: 4775.976074
	Iteration 0F: 3 clusters Score -3171799 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3175246.750000 Penalty: 4775.976074
	Iteration 1F: 3 clusters Score -3175247 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3175625.250000 Penalty: 4775.976074
	Iteration 2F: 3 clusters Score -3175625 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3175925.250000 Penalty: 4775.976074
	Iteration 3Q: 3 clusters Score -3175925 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3176221.750000 Penalty: 4775.976074
	Iteration 4Q: 3 clusters Score -3176222 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3176564.500000 Penalty: 4775.976074
	Iteration 5Q: 3 clusters Score -3176564 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3176968.500000 Penalty: 4775.976074
	Iteration 6Q: 3 clusters Score -3176968 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3177477.000000 Penalty: 4775.976074
	Iteration 7F: 3 clusters Score -3177477 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3178027.500000 Penalty: 4775.976074
	Iteration 8F: 3 clusters Score -3178028 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3178678.250000 Penalty: 4775.976074
	Iteration 9F: 3 clusters Score -3178678 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3179280.500000 Penalty: 4775.976074
	Iteration 10Q: 3 clusters Score -3179280 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3179735.750000 Penalty: 4775.976074
	Iteration 11Q: 3 clusters Score -3179736 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3179991.000000 Penalty: 4775.976074
	Iteration 12Q: 3 clusters Score -3179991 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3180135.000000 Penalty: 4775.976074
	Iteration 13Q: 3 clusters Score -3180135 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3180235.250000 Penalty: 4775.976074
	Iteration 14Q: 3 clusters Score -3180235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3180307.250000 Penalty: 4775.976074
	Iteration 15Q: 3 clusters Score -3180307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3180333.500000 Penalty: 4775.976074
	Iteration 16Q: 3 clusters Score -3180334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3180355.000000 Penalty: 4775.976074
	Iteration 17Q: 3 clusters Score -3180355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3180392.750000 Penalty: 4775.976074
	Iteration 18Q: 3 clusters Score -3180393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3180411.000000 Penalty: 4775.976074
	Iteration 19Q: 3 clusters Score -3180411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3180427.500000 Penalty: 4775.976074
	Iteration 20F: 3 clusters Score -3180428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3180431.250000 Penalty: 4775.976074
	Iteration 21Q: 3 clusters Score -3180431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3180433.000000 Penalty: 4775.976074
	Iteration 22Q: 3 clusters Score -3180433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3180434.750000 Penalty: 4775.976074
	Iteration 23Q: 3 clusters Score -3180435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3180434.750000 Penalty: 4775.976074
	Iteration 24F: 3 clusters Score -3180435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (19554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Entering Unmasked Estep 
Score: -4099309.500000 Penalty: 2450.471924
	Iteration 0F: 2 clusters Score -4099310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -4086890.250000 Penalty: 4900.943848
	Iteration 0F: 3 clusters Score -4086890 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -4091424.000000 Penalty: 4900.943848
	Iteration 1F: 3 clusters Score -4091424 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -4091780.750000 Penalty: 4900.943848
	Iteration 2F: 3 clusters Score -4091781 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -4092041.750000 Penalty: 4900.943848
	Iteration 3Q: 3 clusters Score -4092042 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -4092254.000000 Penalty: 4900.943848
	Iteration 4Q: 3 clusters Score -4092254 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -4092418.250000 Penalty: 4900.943848
	Iteration 5Q: 3 clusters Score -4092418 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -4092605.500000 Penalty: 4900.943848
	Iteration 6Q: 3 clusters Score -4092606 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4092796.000000 Penalty: 4900.943848
	Iteration 7Q: 3 clusters Score -4092796 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4093022.250000 Penalty: 4900.943848
	Iteration 8Q: 3 clusters Score -4093022 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4093252.250000 Penalty: 4900.943848
	Iteration 9Q: 3 clusters Score -4093252 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4093624.500000 Penalty: 4900.943848
	Iteration 10Q: 3 clusters Score -4093624 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4094106.250000 Penalty: 4900.943848
	Iteration 11Q: 3 clusters Score -4094106 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4094614.000000 Penalty: 4900.943848
	Iteration 12Q: 3 clusters Score -4094614 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4095194.000000 Penalty: 4900.943848
	Iteration 13Q: 3 clusters Score -4095194 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4095678.250000 Penalty: 4900.943848
	Iteration 14Q: 3 clusters Score -4095678 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4096042.500000 Penalty: 4900.943848
	Iteration 15Q: 3 clusters Score -4096042 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4096326.250000 Penalty: 4900.943848
	Iteration 16Q: 3 clusters Score -4096326 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4096534.250000 Penalty: 4900.943848
	Iteration 17Q: 3 clusters Score -4096534 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4096717.000000 Penalty: 4900.943848
	Iteration 18Q: 3 clusters Score -4096717 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4096840.000000 Penalty: 4900.943848
	Iteration 19Q: 3 clusters Score -4096840 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4096933.000000 Penalty: 4900.943848
	Iteration 20F: 3 clusters Score -4096933 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4096973.000000 Penalty: 4900.943848
	Iteration 21Q: 3 clusters Score -4096973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4097008.750000 Penalty: 4900.943848
	Iteration 22Q: 3 clusters Score -4097009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4097029.250000 Penalty: 4900.943848
	Iteration 23Q: 3 clusters Score -4097029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4097049.000000 Penalty: 4900.943848
	Iteration 24Q: 3 clusters Score -4097049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4097073.500000 Penalty: 4900.943848
	Iteration 25Q: 3 clusters Score -4097074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4097095.500000 Penalty: 4900.943848
	Iteration 26Q: 3 clusters Score -4097096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4097119.250000 Penalty: 4900.943848
	Iteration 27Q: 3 clusters Score -4097119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4097133.500000 Penalty: 4900.943848
	Iteration 28Q: 3 clusters Score -4097134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4097143.000000 Penalty: 4900.943848
	Iteration 29Q: 3 clusters Score -4097143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4097150.750000 Penalty: 4900.943848
	Iteration 30Q: 3 clusters Score -4097151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4097159.750000 Penalty: 4900.943848
	Iteration 31Q: 3 clusters Score -4097160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4097172.000000 Penalty: 4900.943848
	Iteration 32Q: 3 clusters Score -4097172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4097173.500000 Penalty: 4900.943848
	Iteration 33Q: 3 clusters Score -4097174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4097178.750000 Penalty: 4900.943848
	Iteration 34Q: 3 clusters Score -4097179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4097188.000000 Penalty: 4900.943848
	Iteration 35Q: 3 clusters Score -4097188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4097210.250000 Penalty: 4900.943848
	Iteration 36Q: 3 clusters Score -4097210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4097215.250000 Penalty: 4900.943848
	Iteration 37Q: 3 clusters Score -4097215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4097222.500000 Penalty: 4900.943848
	Iteration 38Q: 3 clusters Score -4097222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4097226.250000 Penalty: 4900.943848
	Iteration 39Q: 3 clusters Score -4097226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4097224.500000 Penalty: 4900.943848
	Iteration 40F: 3 clusters Score -4097224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -384049.562500 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -384049.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -381395.781250 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -381395.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -381907.343750 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -381907.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -382121.218750 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -382121.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -382296.343750 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -382296.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -382432.718750 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -382432.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -382508.718750 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -382508.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -382559.312500 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -382559.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382614.843750 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -382614.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -382674.531250 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -382674.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -382714.343750 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -382714.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -382744.625000 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -382744.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -382758.031250 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -382758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -382772.968750 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -382773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -382784.468750 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -382784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -382787.937500 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -382787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -382793.625000 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -382793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -382795.718750 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -382795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -382800.062500 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -382800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -382803.250000 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -382803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -382807.875000 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -382807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -382809.156250 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -382809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -382811.406250 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -382811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -382814.718750 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -382814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -382816.406250 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -382816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -382816.093750 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -382816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -382816.093750 Penalty: 3778.896240
	Iteration 25F: 3 clusters Score -382816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (36571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Entering Unmasked Estep 
Score: -7115608.000000 Penalty: 2605.738525
	Iteration 0F: 2 clusters Score -7115608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -7092913.000000 Penalty: 5211.477051
	Iteration 0F: 3 clusters Score -7092913 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -7101989.000000 Penalty: 5211.477051
	Iteration 1F: 3 clusters Score -7101989 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -7102526.500000 Penalty: 5211.477051
	Iteration 2Q: 3 clusters Score -7102526 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -7103100.000000 Penalty: 5211.477051
	Iteration 3Q: 3 clusters Score -7103100 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -7103646.500000 Penalty: 5211.477051
	Iteration 4Q: 3 clusters Score -7103646 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -7104319.500000 Penalty: 5211.477051
	Iteration 5Q: 3 clusters Score -7104320 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -7105213.000000 Penalty: 5211.477051
	Iteration 6Q: 3 clusters Score -7105213 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -7106404.000000 Penalty: 5211.477051
	Iteration 7F: 3 clusters Score -7106404 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -7107938.500000 Penalty: 5211.477051
	Iteration 8F: 3 clusters Score -7107938 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -7109404.000000 Penalty: 5211.477051
	Iteration 9F: 3 clusters Score -7109404 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7110491.500000 Penalty: 5211.477051
	Iteration 10Q: 3 clusters Score -7110492 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7111262.000000 Penalty: 5211.477051
	Iteration 11Q: 3 clusters Score -7111262 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7111799.500000 Penalty: 5211.477051
	Iteration 12Q: 3 clusters Score -7111800 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7112210.500000 Penalty: 5211.477051
	Iteration 13Q: 3 clusters Score -7112210 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7112540.500000 Penalty: 5211.477051
	Iteration 14Q: 3 clusters Score -7112540 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7112729.500000 Penalty: 5211.477051
	Iteration 15Q: 3 clusters Score -7112730 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7112891.500000 Penalty: 5211.477051
	Iteration 16Q: 3 clusters Score -7112892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7112986.000000 Penalty: 5211.477051
	Iteration 17Q: 3 clusters Score -7112986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7113063.000000 Penalty: 5211.477051
	Iteration 18Q: 3 clusters Score -7113063 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7113114.500000 Penalty: 5211.477051
	Iteration 19Q: 3 clusters Score -7113114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7113151.500000 Penalty: 5211.477051
	Iteration 20F: 3 clusters Score -7113152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7113171.000000 Penalty: 5211.477051
	Iteration 21Q: 3 clusters Score -7113171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7113191.000000 Penalty: 5211.477051
	Iteration 22Q: 3 clusters Score -7113191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7113200.000000 Penalty: 5211.477051
	Iteration 23Q: 3 clusters Score -7113200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7113225.000000 Penalty: 5211.477051
	Iteration 24Q: 3 clusters Score -7113225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7113224.500000 Penalty: 5211.477051
	Iteration 25Q: 3 clusters Score -7113224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7113229.000000 Penalty: 5211.477051
	Iteration 26Q: 3 clusters Score -7113229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7113235.000000 Penalty: 5211.477051
	Iteration 27Q: 3 clusters Score -7113235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7113239.500000 Penalty: 5211.477051
	Iteration 28Q: 3 clusters Score -7113240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7113244.500000 Penalty: 5211.477051
	Iteration 29Q: 3 clusters Score -7113244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7113246.000000 Penalty: 5211.477051
	Iteration 30Q: 3 clusters Score -7113246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7113243.000000 Penalty: 5211.477051
	Iteration 31Q: 3 clusters Score -7113243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7113243.000000 Penalty: 5211.477051
	Iteration 32Q: 3 clusters Score -7113243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7113258.500000 Penalty: 5211.477051
	Iteration 33Q: 3 clusters Score -7113258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7113258.500000 Penalty: 5211.477051
	Iteration 34Q: 3 clusters Score -7113258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7113259.000000 Penalty: 5211.477051
	Iteration 35Q: 3 clusters Score -7113259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7113263.500000 Penalty: 5211.477051
	Iteration 36Q: 3 clusters Score -7113264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7113264.000000 Penalty: 5211.477051
	Iteration 37Q: 3 clusters Score -7113264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7113260.000000 Penalty: 5211.477051
	Iteration 38Q: 3 clusters Score -7113260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7113260.000000 Penalty: 5211.477051
	Iteration 39F: 3 clusters Score -7113260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (38852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Entering Unmasked Estep 
Score: -7566999.000000 Penalty: 2620.743652
	Iteration 0F: 2 clusters Score -7566999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -7544047.000000 Penalty: 5241.487305
	Iteration 0F: 3 clusters Score -7544047 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -7553757.000000 Penalty: 5241.487305
	Iteration 1F: 3 clusters Score -7553757 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -7554287.500000 Penalty: 5241.487305
	Iteration 2Q: 3 clusters Score -7554288 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -7554746.000000 Penalty: 5241.487305
	Iteration 3Q: 3 clusters Score -7554746 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -7555241.000000 Penalty: 5241.487305
	Iteration 4Q: 3 clusters Score -7555241 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -7555841.500000 Penalty: 5241.487305
	Iteration 5Q: 3 clusters Score -7555842 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -7556544.000000 Penalty: 5241.487305
	Iteration 6Q: 3 clusters Score -7556544 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -7557560.500000 Penalty: 5241.487305
	Iteration 7F: 3 clusters Score -7557560 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -7558831.000000 Penalty: 5241.487305
	Iteration 8F: 3 clusters Score -7558831 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -7560152.500000 Penalty: 5241.487305
	Iteration 9F: 3 clusters Score -7560152 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -7561391.500000 Penalty: 5241.487305
	Iteration 10F: 3 clusters Score -7561392 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7562496.000000 Penalty: 5241.487305
	Iteration 11Q: 3 clusters Score -7562496 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7563176.500000 Penalty: 5241.487305
	Iteration 12Q: 3 clusters Score -7563176 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7563605.500000 Penalty: 5241.487305
	Iteration 13Q: 3 clusters Score -7563606 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7563915.500000 Penalty: 5241.487305
	Iteration 14Q: 3 clusters Score -7563916 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7564099.500000 Penalty: 5241.487305
	Iteration 15Q: 3 clusters Score -7564100 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7564215.500000 Penalty: 5241.487305
	Iteration 16Q: 3 clusters Score -7564216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7564336.500000 Penalty: 5241.487305
	Iteration 17Q: 3 clusters Score -7564336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7564416.500000 Penalty: 5241.487305
	Iteration 18Q: 3 clusters Score -7564416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7564491.500000 Penalty: 5241.487305
	Iteration 19Q: 3 clusters Score -7564492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7564554.500000 Penalty: 5241.487305
	Iteration 20F: 3 clusters Score -7564554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7564555.000000 Penalty: 5241.487305
	Iteration 21Q: 3 clusters Score -7564555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7564574.000000 Penalty: 5241.487305
	Iteration 22Q: 3 clusters Score -7564574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7564602.500000 Penalty: 5241.487305
	Iteration 23Q: 3 clusters Score -7564602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7564619.500000 Penalty: 5241.487305
	Iteration 24Q: 3 clusters Score -7564620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7564640.000000 Penalty: 5241.487305
	Iteration 25Q: 3 clusters Score -7564640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7564669.000000 Penalty: 5241.487305
	Iteration 26Q: 3 clusters Score -7564669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7564675.500000 Penalty: 5241.487305
	Iteration 27Q: 3 clusters Score -7564676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7564685.500000 Penalty: 5241.487305
	Iteration 28Q: 3 clusters Score -7564686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7564704.000000 Penalty: 5241.487305
	Iteration 29Q: 3 clusters Score -7564704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7564704.500000 Penalty: 5241.487305
	Iteration 30Q: 3 clusters Score -7564704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7564710.500000 Penalty: 5241.487305
	Iteration 31Q: 3 clusters Score -7564710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7564707.000000 Penalty: 5241.487305
	Iteration 32Q: 3 clusters Score -7564707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7564713.000000 Penalty: 5241.487305
	Iteration 33Q: 3 clusters Score -7564713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7564709.000000 Penalty: 5241.487305
	Iteration 34Q: 3 clusters Score -7564709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7564715.500000 Penalty: 5241.487305
	Iteration 35Q: 3 clusters Score -7564716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7564715.500000 Penalty: 5241.487305
	Iteration 36F: 3 clusters Score -7564716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (17322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Entering Unmasked Estep 
Score: -3655590.250000 Penalty: 2420.413574
	Iteration 0F: 2 clusters Score -3655590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -3645316.000000 Penalty: 4840.827148
	Iteration 0F: 3 clusters Score -3645316 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3649315.000000 Penalty: 4840.827148
	Iteration 1F: 3 clusters Score -3649315 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3649661.250000 Penalty: 4840.827148
	Iteration 2F: 3 clusters Score -3649661 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3649894.500000 Penalty: 4840.827148
	Iteration 3Q: 3 clusters Score -3649894 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3650097.250000 Penalty: 4840.827148
	Iteration 4Q: 3 clusters Score -3650097 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3650316.250000 Penalty: 4840.827148
	Iteration 5Q: 3 clusters Score -3650316 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3650541.250000 Penalty: 4840.827148
	Iteration 6Q: 3 clusters Score -3650541 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3650826.500000 Penalty: 4840.827148
	Iteration 7Q: 3 clusters Score -3650826 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3651132.000000 Penalty: 4840.827148
	Iteration 8Q: 3 clusters Score -3651132 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3651450.750000 Penalty: 4840.827148
	Iteration 9Q: 3 clusters Score -3651451 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3651786.250000 Penalty: 4840.827148
	Iteration 10Q: 3 clusters Score -3651786 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3652138.250000 Penalty: 4840.827148
	Iteration 11Q: 3 clusters Score -3652138 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3652581.750000 Penalty: 4840.827148
	Iteration 12Q: 3 clusters Score -3652582 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3653002.500000 Penalty: 4840.827148
	Iteration 13Q: 3 clusters Score -3653002 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3653339.250000 Penalty: 4840.827148
	Iteration 14Q: 3 clusters Score -3653339 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3653598.250000 Penalty: 4840.827148
	Iteration 15Q: 3 clusters Score -3653598 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3653857.250000 Penalty: 4840.827148
	Iteration 16Q: 3 clusters Score -3653857 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3654069.250000 Penalty: 4840.827148
	Iteration 17Q: 3 clusters Score -3654069 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3654188.500000 Penalty: 4840.827148
	Iteration 18Q: 3 clusters Score -3654188 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3654273.000000 Penalty: 4840.827148
	Iteration 19Q: 3 clusters Score -3654273 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3654313.000000 Penalty: 4840.827148
	Iteration 20F: 3 clusters Score -3654313 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3654355.500000 Penalty: 4840.827148
	Iteration 21Q: 3 clusters Score -3654356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3654363.750000 Penalty: 4840.827148
	Iteration 22Q: 3 clusters Score -3654364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3654365.250000 Penalty: 4840.827148
	Iteration 23Q: 3 clusters Score -3654365 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3654366.250000 Penalty: 4840.827148
	Iteration 24Q: 3 clusters Score -3654366 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3654376.750000 Penalty: 4840.827148
	Iteration 25Q: 3 clusters Score -3654377 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3654358.750000 Penalty: 4840.827148
	Iteration 26Q: 3 clusters Score -3654359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3654342.750000 Penalty: 4840.827148
	Iteration 27Q: 3 clusters Score -3654343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3654314.250000 Penalty: 4840.827148
	Iteration 28Q: 3 clusters Score -3654314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3654306.250000 Penalty: 4840.827148
	Iteration 29Q: 3 clusters Score -3654306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3654327.500000 Penalty: 4840.827148
	Iteration 30Q: 3 clusters Score -3654328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3654318.750000 Penalty: 4840.827148
	Iteration 31Q: 3 clusters Score -3654319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3654318.750000 Penalty: 4840.827148
	Iteration 32Q: 3 clusters Score -3654319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3654309.250000 Penalty: 4840.827148
	Iteration 33Q: 3 clusters Score -3654309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3654312.750000 Penalty: 4840.827148
	Iteration 34Q: 3 clusters Score -3654313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3654304.750000 Penalty: 4840.827148
	Iteration 35Q: 3 clusters Score -3654305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3654306.250000 Penalty: 4840.827148
	Iteration 36Q: 3 clusters Score -3654306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3654310.000000 Penalty: 4840.827148
	Iteration 37Q: 3 clusters Score -3654310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3654312.750000 Penalty: 4840.827148
	Iteration 38Q: 3 clusters Score -3654313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3654311.000000 Penalty: 4840.827148
	Iteration 39Q: 3 clusters Score -3654311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3654305.250000 Penalty: 4840.827148
	Iteration 40F: 3 clusters Score -3654305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3654302.750000 Penalty: 4840.827148
	Iteration 41Q: 3 clusters Score -3654303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3654296.250000 Penalty: 4840.827148
	Iteration 42Q: 3 clusters Score -3654296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3654288.500000 Penalty: 4840.827148
	Iteration 43Q: 3 clusters Score -3654288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3654293.000000 Penalty: 4840.827148
	Iteration 44Q: 3 clusters Score -3654293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3654297.250000 Penalty: 4840.827148
	Iteration 45Q: 3 clusters Score -3654297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3654294.750000 Penalty: 4840.827148
	Iteration 46Q: 3 clusters Score -3654295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3654298.500000 Penalty: 4840.827148
	Iteration 47Q: 3 clusters Score -3654298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3654301.000000 Penalty: 4840.827148
	Iteration 48Q: 3 clusters Score -3654301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3654299.500000 Penalty: 4840.827148
	Iteration 49Q: 3 clusters Score -3654300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3654295.000000 Penalty: 4840.827148
	Iteration 50Q: 3 clusters Score -3654295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3654293.250000 Penalty: 4840.827148
	Iteration 51Q: 3 clusters Score -3654293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3654284.500000 Penalty: 4840.827148
	Iteration 52Q: 3 clusters Score -3654284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3654282.000000 Penalty: 4840.827148
	Iteration 53Q: 3 clusters Score -3654282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3654280.750000 Penalty: 4840.827148
	Iteration 54Q: 3 clusters Score -3654281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3654281.500000 Penalty: 4840.827148
	Iteration 55Q: 3 clusters Score -3654282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3654281.750000 Penalty: 4840.827148
	Iteration 56Q: 3 clusters Score -3654282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3654276.000000 Penalty: 4840.827148
	Iteration 57Q: 3 clusters Score -3654276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3654279.000000 Penalty: 4840.827148
	Iteration 58Q: 3 clusters Score -3654279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3654275.750000 Penalty: 4840.827148
	Iteration 59Q: 3 clusters Score -3654276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3654270.750000 Penalty: 4840.827148
	Iteration 60F: 3 clusters Score -3654271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3654278.250000 Penalty: 4840.827148
	Iteration 61Q: 3 clusters Score -3654278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3654280.000000 Penalty: 4840.827148
	Iteration 62Q: 3 clusters Score -3654280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3654272.750000 Penalty: 4840.827148
	Iteration 63Q: 3 clusters Score -3654273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3654272.250000 Penalty: 4840.827148
	Iteration 64Q: 3 clusters Score -3654272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3654277.500000 Penalty: 4840.827148
	Iteration 65Q: 3 clusters Score -3654278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3654274.750000 Penalty: 4840.827148
	Iteration 66Q: 3 clusters Score -3654275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3654279.750000 Penalty: 4840.827148
	Iteration 67Q: 3 clusters Score -3654280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3654276.750000 Penalty: 4840.827148
	Iteration 68Q: 3 clusters Score -3654277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3654276.750000 Penalty: 4840.827148
	Iteration 69F: 3 clusters Score -3654277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -67795.554688 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -67795.55 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 181 members 
Entering Unmasked Estep 
Score: -66434.046875 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66434.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66563.781250 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66563.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66616.359375 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -66616.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66629.265625 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -66629.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66635.523438 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -66635.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66636.421875 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -66636.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66636.421875 Penalty: 2961.745850
	Iteration 6F: 3 clusters Score -66636.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -85428.023438 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -85428.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83979.679688 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -83979.68 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84317.679688 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -84317.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84402.890625 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -84402.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84433.617188 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -84433.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84480.945312 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -84480.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84505.531250 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -84505.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84537.437500 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -84537.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84561.757812 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -84561.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84602.812500 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -84602.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84632.437500 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -84632.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84699.843750 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -84699.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84732.796875 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -84732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84762.703125 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -84762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84786.632812 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -84786.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84789.296875 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -84789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84795.140625 Penalty: 3173.703125
	Iteration 15Q: 3 clusters Score -84795.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84797.429688 Penalty: 3173.703125
	Iteration 16F: 3 clusters Score -84797.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84874.320312 Penalty: 3173.703125
	Iteration 17Q: 3 clusters Score -84874.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84911.906250 Penalty: 3173.703125
	Iteration 18Q: 3 clusters Score -84911.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84984.562500 Penalty: 3173.703125
	Iteration 19Q: 3 clusters Score -84984.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85058.195312 Penalty: 3173.703125
	Iteration 20F: 3 clusters Score -85058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85118.812500 Penalty: 3173.703125
	Iteration 21Q: 3 clusters Score -85118.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85154.156250 Penalty: 3173.703125
	Iteration 22Q: 3 clusters Score -85154.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85169.695312 Penalty: 3173.703125
	Iteration 23Q: 3 clusters Score -85169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85175.093750 Penalty: 3173.703125
	Iteration 24Q: 3 clusters Score -85175.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85191.132812 Penalty: 3173.703125
	Iteration 25Q: 3 clusters Score -85191.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85198.539062 Penalty: 3173.703125
	Iteration 26Q: 3 clusters Score -85198.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85198.539062 Penalty: 3173.703125
	Iteration 27F: 3 clusters Score -85198.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (23270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Entering Unmasked Estep 
Score: -4902179.500000 Penalty: 2493.620117
	Iteration 0F: 2 clusters Score -4902180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4889726.000000 Penalty: 4987.240234
	Iteration 0F: 3 clusters Score -4889726 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4895339.000000 Penalty: 4987.240234
	Iteration 1F: 3 clusters Score -4895339 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4895841.000000 Penalty: 4987.240234
	Iteration 2F: 3 clusters Score -4895841 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4896305.500000 Penalty: 4987.240234
	Iteration 3F: 3 clusters Score -4896306 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4896790.500000 Penalty: 4987.240234
	Iteration 4Q: 3 clusters Score -4896790 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -4897252.000000 Penalty: 4987.240234
	Iteration 5Q: 3 clusters Score -4897252 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -4897833.500000 Penalty: 4987.240234
	Iteration 6F: 3 clusters Score -4897834 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4898581.000000 Penalty: 4987.240234
	Iteration 7F: 3 clusters Score -4898581 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4899480.000000 Penalty: 4987.240234
	Iteration 8F: 3 clusters Score -4899480 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -4900497.000000 Penalty: 4987.240234
	Iteration 9F: 3 clusters Score -4900497 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4901291.500000 Penalty: 4987.240234
	Iteration 10F: 3 clusters Score -4901292 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4901640.000000 Penalty: 4987.240234
	Iteration 11Q: 3 clusters Score -4901640 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4901817.000000 Penalty: 4987.240234
	Iteration 12Q: 3 clusters Score -4901817 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4901901.500000 Penalty: 4987.240234
	Iteration 13Q: 3 clusters Score -4901902 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -4901974.500000 Penalty: 4987.240234
	Iteration 14Q: 3 clusters Score -4901974 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4902018.500000 Penalty: 4987.240234
	Iteration 15Q: 3 clusters Score -4902018 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -4902044.000000 Penalty: 4987.240234
	Iteration 16Q: 3 clusters Score -4902044 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4902082.500000 Penalty: 4987.240234
	Iteration 17Q: 3 clusters Score -4902082 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4902135.500000 Penalty: 4987.240234
	Iteration 18Q: 3 clusters Score -4902136 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4902161.000000 Penalty: 4987.240234
	Iteration 19Q: 3 clusters Score -4902161 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4902213.500000 Penalty: 4987.240234
	Iteration 20F: 3 clusters Score -4902214 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4902235.500000 Penalty: 4987.240234
	Iteration 21Q: 3 clusters Score -4902236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4902246.500000 Penalty: 4987.240234
	Iteration 22Q: 3 clusters Score -4902246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4902270.500000 Penalty: 4987.240234
	Iteration 23Q: 3 clusters Score -4902270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -4902310.000000 Penalty: 4987.240234
	Iteration 24Q: 3 clusters Score -4902310 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4902372.500000 Penalty: 4987.240234
	Iteration 25Q: 3 clusters Score -4902372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -4902403.000000 Penalty: 4987.240234
	Iteration 26Q: 3 clusters Score -4902403 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -4902454.000000 Penalty: 4987.240234
	Iteration 27Q: 3 clusters Score -4902454 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4902499.000000 Penalty: 4987.240234
	Iteration 28Q: 3 clusters Score -4902499 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -4902557.000000 Penalty: 4987.240234
	Iteration 29Q: 3 clusters Score -4902557 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4902609.500000 Penalty: 4987.240234
	Iteration 30Q: 3 clusters Score -4902610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4902668.000000 Penalty: 4987.240234
	Iteration 31Q: 3 clusters Score -4902668 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4902693.500000 Penalty: 4987.240234
	Iteration 32Q: 3 clusters Score -4902694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4902716.000000 Penalty: 4987.240234
	Iteration 33Q: 3 clusters Score -4902716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -4902732.500000 Penalty: 4987.240234
	Iteration 34Q: 3 clusters Score -4902732 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4902733.000000 Penalty: 4987.240234
	Iteration 35Q: 3 clusters Score -4902733 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4902748.000000 Penalty: 4987.240234
	Iteration 36Q: 3 clusters Score -4902748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -4902765.000000 Penalty: 4987.240234
	Iteration 37Q: 3 clusters Score -4902765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -4902758.500000 Penalty: 4987.240234
	Iteration 38Q: 3 clusters Score -4902758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -4902755.000000 Penalty: 4987.240234
	Iteration 39Q: 3 clusters Score -4902755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4902746.000000 Penalty: 4987.240234
	Iteration 40F: 3 clusters Score -4902746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4902747.000000 Penalty: 4987.240234
	Iteration 41Q: 3 clusters Score -4902747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4902747.500000 Penalty: 4987.240234
	Iteration 42Q: 3 clusters Score -4902748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4902745.000000 Penalty: 4987.240234
	Iteration 43Q: 3 clusters Score -4902745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4902758.500000 Penalty: 4987.240234
	Iteration 44Q: 3 clusters Score -4902758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -4902761.000000 Penalty: 4987.240234
	Iteration 45Q: 3 clusters Score -4902761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -4902780.000000 Penalty: 4987.240234
	Iteration 46Q: 3 clusters Score -4902780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -4902784.500000 Penalty: 4987.240234
	Iteration 47Q: 3 clusters Score -4902784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4902795.500000 Penalty: 4987.240234
	Iteration 48Q: 3 clusters Score -4902796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -4902796.500000 Penalty: 4987.240234
	Iteration 49Q: 3 clusters Score -4902796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4902784.000000 Penalty: 4987.240234
	Iteration 50Q: 3 clusters Score -4902784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4902795.500000 Penalty: 4987.240234
	Iteration 51Q: 3 clusters Score -4902796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4902786.000000 Penalty: 4987.240234
	Iteration 52Q: 3 clusters Score -4902786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4902775.000000 Penalty: 4987.240234
	Iteration 53Q: 3 clusters Score -4902775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4902773.500000 Penalty: 4987.240234
	Iteration 54Q: 3 clusters Score -4902774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4902771.500000 Penalty: 4987.240234
	Iteration 55Q: 3 clusters Score -4902772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -4902778.000000 Penalty: 4987.240234
	Iteration 56Q: 3 clusters Score -4902778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4902780.000000 Penalty: 4987.240234
	Iteration 57Q: 3 clusters Score -4902780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4902779.000000 Penalty: 4987.240234
	Iteration 58Q: 3 clusters Score -4902779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -4902777.000000 Penalty: 4987.240234
	Iteration 59Q: 3 clusters Score -4902777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4902777.000000 Penalty: 4987.240234
	Iteration 60F: 3 clusters Score -4902777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4902790.000000 Penalty: 4987.240234
	Iteration 61Q: 3 clusters Score -4902790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4902788.000000 Penalty: 4987.240234
	Iteration 62Q: 3 clusters Score -4902788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4902783.500000 Penalty: 4987.240234
	Iteration 63Q: 3 clusters Score -4902784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4902782.500000 Penalty: 4987.240234
	Iteration 64Q: 3 clusters Score -4902782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4902769.500000 Penalty: 4987.240234
	Iteration 65Q: 3 clusters Score -4902770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4902775.500000 Penalty: 4987.240234
	Iteration 66Q: 3 clusters Score -4902776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4902777.500000 Penalty: 4987.240234
	Iteration 67Q: 3 clusters Score -4902778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -4902777.000000 Penalty: 4987.240234
	Iteration 68Q: 3 clusters Score -4902777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4902779.500000 Penalty: 4987.240234
	Iteration 69Q: 3 clusters Score -4902780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -4902778.000000 Penalty: 4987.240234
	Iteration 70Q: 3 clusters Score -4902778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4902786.000000 Penalty: 4987.240234
	Iteration 71Q: 3 clusters Score -4902786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4902789.000000 Penalty: 4987.240234
	Iteration 72Q: 3 clusters Score -4902789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4902780.500000 Penalty: 4987.240234
	Iteration 73Q: 3 clusters Score -4902780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4902775.500000 Penalty: 4987.240234
	Iteration 74Q: 3 clusters Score -4902776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4902781.500000 Penalty: 4987.240234
	Iteration 75Q: 3 clusters Score -4902782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4902780.500000 Penalty: 4987.240234
	Iteration 76Q: 3 clusters Score -4902780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4902775.500000 Penalty: 4987.240234
	Iteration 77Q: 3 clusters Score -4902776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4902767.500000 Penalty: 4987.240234
	Iteration 78Q: 3 clusters Score -4902768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -4902764.500000 Penalty: 4987.240234
	Iteration 79Q: 3 clusters Score -4902764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4902761.500000 Penalty: 4987.240234
	Iteration 80F: 3 clusters Score -4902762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4902768.000000 Penalty: 4987.240234
	Iteration 81Q: 3 clusters Score -4902768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4902758.000000 Penalty: 4987.240234
	Iteration 82Q: 3 clusters Score -4902758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4902761.500000 Penalty: 4987.240234
	Iteration 83Q: 3 clusters Score -4902762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4902763.500000 Penalty: 4987.240234
	Iteration 84Q: 3 clusters Score -4902764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4902762.500000 Penalty: 4987.240234
	Iteration 85Q: 3 clusters Score -4902762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -4902755.500000 Penalty: 4987.240234
	Iteration 86Q: 3 clusters Score -4902756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4902759.500000 Penalty: 4987.240234
	Iteration 87Q: 3 clusters Score -4902760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4902755.000000 Penalty: 4987.240234
	Iteration 88Q: 3 clusters Score -4902755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4902748.000000 Penalty: 4987.240234
	Iteration 89Q: 3 clusters Score -4902748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -4902749.000000 Penalty: 4987.240234
	Iteration 90Q: 3 clusters Score -4902749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -4902747.000000 Penalty: 4987.240234
	Iteration 91Q: 3 clusters Score -4902747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4902750.500000 Penalty: 4987.240234
	Iteration 92Q: 3 clusters Score -4902750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4902750.500000 Penalty: 4987.240234
	Iteration 93F: 3 clusters Score -4902750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31580 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17713 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 17556 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34772 members 
Mstep: Class 35 contains 35609 members 
Mstep: Class 36 contains 37763 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43383 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42479 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4495 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15199 members 
Mstep: Class 57 contains 19554 members 
Mstep: Class 58 contains 2036 members 
Mstep: Class 59 contains 36571 members 
Mstep: Class 60 contains 38852 members 
Mstep: Class 61 contains 17322 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 12532 members 
Mstep: Class 65 contains 3201 members 
Mstep: Class 66 contains 10738 members 
Entering Unmasked Estep 
Score: -161342064.000000 Penalty: 223255.453125
Splitting cluster 64 changes total score from -161341984.000000 to -161342064.000000
So it's getting split into cluster 66.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31580 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27993 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18422 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 17713 members 
Mstep: Class 28 contains 28503 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14246 members 
Mstep: Class 32 contains 17556 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 34772 members 
Mstep: Class 35 contains 35609 members 
Mstep: Class 36 contains 37763 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1289 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43383 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13671 members 
Mstep: Class 45 contains 13346 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42479 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16791 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4495 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15199 members 
Mstep: Class 57 contains 19554 members 
Mstep: Class 58 contains 2036 members 
Mstep: Class 59 contains 36571 members 
Mstep: Class 60 contains 38852 members 
Mstep: Class 61 contains 17322 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 12532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343680.000000 Penalty: 223255.453125
Iteration 239Q: 67 clusters Score -1.613437e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 37780 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4994 members 
Mstep: Class 10 contains 31604 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 28003 members 
Mstep: Class 14 contains 55610 members 
Mstep: Class 15 contains 18420 members 
Mstep: Class 16 contains 17541 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 25762 members 
Mstep: Class 19 contains 41443 members 
Mstep: Class 20 contains 31592 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15220 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 17692 members 
Mstep: Class 28 contains 28496 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14229 members 
Mstep: Class 32 contains 17638 members 
Mstep: Class 33 contains 4822 members 
Mstep: Class 34 contains 34840 members 
Mstep: Class 35 contains 35599 members 
Mstep: Class 36 contains 37786 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43373 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13535 members 
Mstep: Class 45 contains 13360 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 42545 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16829 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4498 members 
Mstep: Class 54 contains 4908 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15263 members 
Mstep: Class 57 contains 19549 members 
Mstep: Class 58 contains 2035 members 
Mstep: Class 59 contains 36585 members 
Mstep: Class 60 contains 38796 members 
Mstep: Class 61 contains 17340 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 12631 members 
Mstep: Class 65 contains 3103 members 
Mstep: Class 66 contains 10403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344368.000000 Penalty: 223255.453125
Iteration 240F: 67 clusters Score -1.613444e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 37777 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 31617 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 364 members 
Mstep: Class 13 contains 27986 members 
Mstep: Class 14 contains 55607 members 
Mstep: Class 15 contains 18431 members 
Mstep: Class 16 contains 17291 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 41434 members 
Mstep: Class 20 contains 31601 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15122 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17648 members 
Mstep: Class 28 contains 28499 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 14223 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 34889 members 
Mstep: Class 35 contains 35590 members 
Mstep: Class 36 contains 37785 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1261 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43378 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13515 members 
Mstep: Class 45 contains 13372 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 42580 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16820 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4494 members 
Mstep: Class 54 contains 4896 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15317 members 
Mstep: Class 57 contains 19564 members 
Mstep: Class 58 contains 2033 members 
Mstep: Class 59 contains 36500 members 
Mstep: Class 60 contains 38747 members 
Mstep: Class 61 contains 16964 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 12763 members 
Mstep: Class 65 contains 3163 members 
Mstep: Class 66 contains 11249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345424.000000 Penalty: 223255.453125
Iteration 241Q: 67 clusters Score -1.613454e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 37770 members 
Mstep: Class 3 contains 541 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31632 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 27966 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18427 members 
Mstep: Class 16 contains 17057 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 25779 members 
Mstep: Class 19 contains 41390 members 
Mstep: Class 20 contains 31598 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15073 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17613 members 
Mstep: Class 28 contains 28499 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 14229 members 
Mstep: Class 32 contains 17167 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 34934 members 
Mstep: Class 35 contains 35592 members 
Mstep: Class 36 contains 37793 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43369 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13477 members 
Mstep: Class 45 contains 13363 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42588 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16821 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4490 members 
Mstep: Class 54 contains 4893 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15351 members 
Mstep: Class 57 contains 19577 members 
Mstep: Class 58 contains 2031 members 
Mstep: Class 59 contains 36477 members 
Mstep: Class 60 contains 38749 members 
Mstep: Class 61 contains 16678 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 12947 members 
Mstep: Class 65 contains 3190 members 
Mstep: Class 66 contains 11890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346400.000000 Penalty: 223255.453125
Iteration 242Q: 67 clusters Score -1.613464e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 37780 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31648 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 27952 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 18446 members 
Mstep: Class 16 contains 16794 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 41386 members 
Mstep: Class 20 contains 31591 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15004 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17565 members 
Mstep: Class 28 contains 28496 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14234 members 
Mstep: Class 32 contains 16973 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 34987 members 
Mstep: Class 35 contains 35569 members 
Mstep: Class 36 contains 37801 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1376 members 
Mstep: Class 40 contains 1221 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43378 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13431 members 
Mstep: Class 45 contains 13353 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 42584 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16822 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4483 members 
Mstep: Class 54 contains 4884 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15372 members 
Mstep: Class 57 contains 19578 members 
Mstep: Class 58 contains 2029 members 
Mstep: Class 59 contains 36428 members 
Mstep: Class 60 contains 38764 members 
Mstep: Class 61 contains 16410 members 
Mstep: Class 62 contains 392 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 13203 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 12489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347024.000000 Penalty: 223255.453125
Iteration 243Q: 67 clusters Score -1.61347e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 37759 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31665 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 55607 members 
Mstep: Class 15 contains 18482 members 
Mstep: Class 16 contains 16432 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 41389 members 
Mstep: Class 20 contains 31591 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 14971 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17524 members 
Mstep: Class 28 contains 28488 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14237 members 
Mstep: Class 32 contains 16813 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 35003 members 
Mstep: Class 35 contains 35580 members 
Mstep: Class 36 contains 37794 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 1210 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43380 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13362 members 
Mstep: Class 45 contains 13331 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 42631 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16824 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4482 members 
Mstep: Class 54 contains 4877 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15397 members 
Mstep: Class 57 contains 19537 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36392 members 
Mstep: Class 60 contains 38744 members 
Mstep: Class 61 contains 16185 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 13479 members 
Mstep: Class 65 contains 3228 members 
Mstep: Class 66 contains 13094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347088.000000 Penalty: 223255.453125
Iteration 244Q: 67 clusters Score -1.613471e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 37749 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31672 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 55614 members 
Mstep: Class 15 contains 18505 members 
Mstep: Class 16 contains 15964 members 
Mstep: Class 17 contains 7200 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 41399 members 
Mstep: Class 20 contains 31592 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14954 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 17483 members 
Mstep: Class 28 contains 28488 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14229 members 
Mstep: Class 32 contains 16625 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 35021 members 
Mstep: Class 35 contains 35572 members 
Mstep: Class 36 contains 37806 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 1203 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43371 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13303 members 
Mstep: Class 45 contains 13296 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 42641 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16826 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4481 members 
Mstep: Class 54 contains 4875 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15435 members 
Mstep: Class 57 contains 19487 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36362 members 
Mstep: Class 60 contains 38743 members 
Mstep: Class 61 contains 15995 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 601 members 
Mstep: Class 64 contains 13780 members 
Mstep: Class 65 contains 3233 members 
Mstep: Class 66 contains 13798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347008.000000 Penalty: 223255.453125
Iteration 245Q: 67 clusters Score -1.61347e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 37723 members 
Mstep: Class 3 contains 532 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31679 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27944 members 
Mstep: Class 14 contains 55615 members 
Mstep: Class 15 contains 18522 members 
Mstep: Class 16 contains 15481 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 25772 members 
Mstep: Class 19 contains 41418 members 
Mstep: Class 20 contains 31586 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 14946 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17446 members 
Mstep: Class 28 contains 28487 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14229 members 
Mstep: Class 32 contains 16423 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35044 members 
Mstep: Class 35 contains 35596 members 
Mstep: Class 36 contains 37824 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1377 members 
Mstep: Class 40 contains 1201 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43366 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13268 members 
Mstep: Class 45 contains 13252 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42637 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16820 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4479 members 
Mstep: Class 54 contains 4875 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15476 members 
Mstep: Class 57 contains 19398 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36318 members 
Mstep: Class 60 contains 38734 members 
Mstep: Class 61 contains 15830 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 602 members 
Mstep: Class 64 contains 14071 members 
Mstep: Class 65 contains 3233 members 
Mstep: Class 66 contains 14539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347248.000000 Penalty: 223255.453125
Iteration 246Q: 67 clusters Score -1.613472e+08 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 37686 members 
Mstep: Class 3 contains 531 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31706 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27943 members 
Mstep: Class 14 contains 55605 members 
Mstep: Class 15 contains 18551 members 
Mstep: Class 16 contains 14980 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 25760 members 
Mstep: Class 19 contains 41457 members 
Mstep: Class 20 contains 31595 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 14929 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17417 members 
Mstep: Class 28 contains 28487 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14238 members 
Mstep: Class 32 contains 16215 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 35052 members 
Mstep: Class 35 contains 35603 members 
Mstep: Class 36 contains 37848 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43350 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13216 members 
Mstep: Class 45 contains 13214 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 42609 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16810 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4477 members 
Mstep: Class 54 contains 4871 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15512 members 
Mstep: Class 57 contains 19277 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36290 members 
Mstep: Class 60 contains 38729 members 
Mstep: Class 61 contains 15719 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 602 members 
Mstep: Class 64 contains 14380 members 
Mstep: Class 65 contains 3232 members 
Mstep: Class 66 contains 15277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347024.000000 Penalty: 223255.453125
Iteration 247Q: 67 clusters Score -1.61347e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 37667 members 
Mstep: Class 3 contains 530 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31715 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27944 members 
Mstep: Class 14 contains 55606 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 16 contains 14479 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 41473 members 
Mstep: Class 20 contains 31594 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 14925 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17390 members 
Mstep: Class 28 contains 28479 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14256 members 
Mstep: Class 32 contains 16010 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 35084 members 
Mstep: Class 35 contains 35635 members 
Mstep: Class 36 contains 37854 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43347 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13182 members 
Mstep: Class 45 contains 13148 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 42609 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16804 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4478 members 
Mstep: Class 54 contains 4862 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15521 members 
Mstep: Class 57 contains 19125 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36254 members 
Mstep: Class 60 contains 38707 members 
Mstep: Class 61 contains 15678 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 602 members 
Mstep: Class 64 contains 14703 members 
Mstep: Class 65 contains 3231 members 
Mstep: Class 66 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347296.000000 Penalty: 223255.453125
Iteration 248Q: 67 clusters Score -1.613473e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 37667 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 31719 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27938 members 
Mstep: Class 14 contains 55605 members 
Mstep: Class 15 contains 18586 members 
Mstep: Class 16 contains 14054 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41484 members 
Mstep: Class 20 contains 31596 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14941 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17357 members 
Mstep: Class 28 contains 28478 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14274 members 
Mstep: Class 32 contains 15875 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35131 members 
Mstep: Class 35 contains 35642 members 
Mstep: Class 36 contains 37849 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1380 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43346 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13155 members 
Mstep: Class 45 contains 13074 members 
Mstep: Class 46 contains 6655 members 
Mstep: Class 47 contains 42605 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16805 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4476 members 
Mstep: Class 54 contains 4859 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15517 members 
Mstep: Class 57 contains 18961 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36230 members 
Mstep: Class 60 contains 38711 members 
Mstep: Class 61 contains 15651 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 602 members 
Mstep: Class 64 contains 15008 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 16482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347408.000000 Penalty: 223255.453125
Iteration 249Q: 67 clusters Score -1.613474e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 37673 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31723 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27954 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 18613 members 
Mstep: Class 16 contains 13714 members 
Mstep: Class 17 contains 7214 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41492 members 
Mstep: Class 20 contains 31595 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14950 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17322 members 
Mstep: Class 28 contains 28468 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14288 members 
Mstep: Class 32 contains 15748 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35170 members 
Mstep: Class 35 contains 35644 members 
Mstep: Class 36 contains 37849 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1380 members 
Mstep: Class 40 contains 1198 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43333 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13105 members 
Mstep: Class 45 contains 13014 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42601 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16789 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4475 members 
Mstep: Class 54 contains 4854 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15498 members 
Mstep: Class 57 contains 18829 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36214 members 
Mstep: Class 60 contains 38701 members 
Mstep: Class 61 contains 15659 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 602 members 
Mstep: Class 64 contains 15295 members 
Mstep: Class 65 contains 3231 members 
Mstep: Class 66 contains 16910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347312.000000 Penalty: 223255.453125
Iteration 250Q: 67 clusters Score -1.613473e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 37687 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31746 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27970 members 
Mstep: Class 14 contains 55612 members 
Mstep: Class 15 contains 18647 members 
Mstep: Class 16 contains 13488 members 
Mstep: Class 17 contains 7215 members 
Mstep: Class 18 contains 25723 members 
Mstep: Class 19 contains 41501 members 
Mstep: Class 20 contains 31581 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14958 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17275 members 
Mstep: Class 28 contains 28448 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14295 members 
Mstep: Class 32 contains 15634 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 35219 members 
Mstep: Class 35 contains 35665 members 
Mstep: Class 36 contains 37828 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1380 members 
Mstep: Class 40 contains 1198 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43332 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13076 members 
Mstep: Class 45 contains 12972 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42610 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16792 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4473 members 
Mstep: Class 54 contains 4850 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15482 members 
Mstep: Class 57 contains 18689 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36168 members 
Mstep: Class 60 contains 38665 members 
Mstep: Class 61 contains 15684 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 602 members 
Mstep: Class 64 contains 15516 members 
Mstep: Class 65 contains 3232 members 
Mstep: Class 66 contains 17230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347280.000000 Penalty: 223255.453125
Iteration 251Q: 67 clusters Score -1.613473e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 37683 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31769 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27986 members 
Mstep: Class 14 contains 55609 members 
Mstep: Class 15 contains 18675 members 
Mstep: Class 16 contains 13335 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 41540 members 
Mstep: Class 20 contains 31578 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14954 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 28438 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14298 members 
Mstep: Class 32 contains 15558 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35237 members 
Mstep: Class 35 contains 35660 members 
Mstep: Class 36 contains 37815 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43325 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13038 members 
Mstep: Class 45 contains 12942 members 
Mstep: Class 46 contains 6654 members 
Mstep: Class 47 contains 42596 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16797 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4474 members 
Mstep: Class 54 contains 4849 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15477 members 
Mstep: Class 57 contains 18547 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36148 members 
Mstep: Class 60 contains 38670 members 
Mstep: Class 61 contains 15720 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 603 members 
Mstep: Class 64 contains 15723 members 
Mstep: Class 65 contains 3229 members 
Mstep: Class 66 contains 17435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347456.000000 Penalty: 223255.453125
Iteration 252Q: 67 clusters Score -1.613475e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 37675 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31794 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27976 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 18683 members 
Mstep: Class 16 contains 13269 members 
Mstep: Class 17 contains 7217 members 
Mstep: Class 18 contains 25718 members 
Mstep: Class 19 contains 41566 members 
Mstep: Class 20 contains 31572 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14947 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17194 members 
Mstep: Class 28 contains 28430 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14312 members 
Mstep: Class 32 contains 15501 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35261 members 
Mstep: Class 35 contains 35656 members 
Mstep: Class 36 contains 37816 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1378 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43324 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 12914 members 
Mstep: Class 46 contains 6652 members 
Mstep: Class 47 contains 42601 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16788 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4474 members 
Mstep: Class 54 contains 4844 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15475 members 
Mstep: Class 57 contains 18393 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36133 members 
Mstep: Class 60 contains 38666 members 
Mstep: Class 61 contains 15741 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15894 members 
Mstep: Class 65 contains 3230 members 
Mstep: Class 66 contains 17589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347600.000000 Penalty: 223255.453125
Iteration 253Q: 67 clusters Score -1.613476e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 37669 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31815 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27977 members 
Mstep: Class 14 contains 55602 members 
Mstep: Class 15 contains 18696 members 
Mstep: Class 16 contains 13254 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 25725 members 
Mstep: Class 19 contains 41580 members 
Mstep: Class 20 contains 31574 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14949 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17150 members 
Mstep: Class 28 contains 28425 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14315 members 
Mstep: Class 32 contains 15479 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35280 members 
Mstep: Class 35 contains 35651 members 
Mstep: Class 36 contains 37805 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43312 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12967 members 
Mstep: Class 45 contains 12885 members 
Mstep: Class 46 contains 6653 members 
Mstep: Class 47 contains 42630 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16784 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4473 members 
Mstep: Class 54 contains 4843 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15447 members 
Mstep: Class 57 contains 18288 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36120 members 
Mstep: Class 60 contains 38657 members 
Mstep: Class 61 contains 15763 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16031 members 
Mstep: Class 65 contains 3231 members 
Mstep: Class 66 contains 17685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347696.000000 Penalty: 223255.453125
Iteration 254Q: 67 clusters Score -1.613477e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 37653 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 31833 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27967 members 
Mstep: Class 14 contains 55619 members 
Mstep: Class 15 contains 18709 members 
Mstep: Class 16 contains 13274 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 41598 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14961 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17103 members 
Mstep: Class 28 contains 28414 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14308 members 
Mstep: Class 32 contains 15457 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35281 members 
Mstep: Class 35 contains 35643 members 
Mstep: Class 36 contains 37825 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43317 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12924 members 
Mstep: Class 45 contains 12872 members 
Mstep: Class 46 contains 6654 members 
Mstep: Class 47 contains 42628 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16794 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4471 members 
Mstep: Class 54 contains 4838 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15428 members 
Mstep: Class 57 contains 18196 members 
Mstep: Class 58 contains 2028 members 
Mstep: Class 59 contains 36109 members 
Mstep: Class 60 contains 38646 members 
Mstep: Class 61 contains 15757 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16184 members 
Mstep: Class 65 contains 3232 members 
Mstep: Class 66 contains 17727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347632.000000 Penalty: 223255.453125
Iteration 255Q: 67 clusters Score -1.613476e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 37637 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31837 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27968 members 
Mstep: Class 14 contains 55627 members 
Mstep: Class 15 contains 18719 members 
Mstep: Class 16 contains 13304 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 25734 members 
Mstep: Class 19 contains 41583 members 
Mstep: Class 20 contains 31564 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14973 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17067 members 
Mstep: Class 28 contains 28407 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14311 members 
Mstep: Class 32 contains 15462 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 35298 members 
Mstep: Class 35 contains 35655 members 
Mstep: Class 36 contains 37818 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43310 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12891 members 
Mstep: Class 45 contains 12858 members 
Mstep: Class 46 contains 6652 members 
Mstep: Class 47 contains 42648 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16793 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4472 members 
Mstep: Class 54 contains 4835 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15397 members 
Mstep: Class 57 contains 18088 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36096 members 
Mstep: Class 60 contains 38656 members 
Mstep: Class 61 contains 15784 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16302 members 
Mstep: Class 65 contains 3232 members 
Mstep: Class 66 contains 17743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347536.000000 Penalty: 223255.453125
Iteration 256Q: 67 clusters Score -1.613475e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 37627 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31847 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27971 members 
Mstep: Class 14 contains 55629 members 
Mstep: Class 15 contains 18741 members 
Mstep: Class 16 contains 13305 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 41589 members 
Mstep: Class 20 contains 31543 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14974 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 17026 members 
Mstep: Class 28 contains 28408 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 15482 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35313 members 
Mstep: Class 35 contains 35634 members 
Mstep: Class 36 contains 37821 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43306 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12846 members 
Mstep: Class 45 contains 12847 members 
Mstep: Class 46 contains 6651 members 
Mstep: Class 47 contains 42632 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16788 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4470 members 
Mstep: Class 54 contains 4833 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15384 members 
Mstep: Class 57 contains 18017 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36086 members 
Mstep: Class 60 contains 38698 members 
Mstep: Class 61 contains 15827 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16414 members 
Mstep: Class 65 contains 3232 members 
Mstep: Class 66 contains 17741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347648.000000 Penalty: 223255.453125
Iteration 257Q: 67 clusters Score -1.613476e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 37612 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31865 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27966 members 
Mstep: Class 14 contains 55634 members 
Mstep: Class 15 contains 18758 members 
Mstep: Class 16 contains 13319 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 25735 members 
Mstep: Class 19 contains 41570 members 
Mstep: Class 20 contains 31526 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 14990 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16965 members 
Mstep: Class 28 contains 28412 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14289 members 
Mstep: Class 32 contains 15478 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35342 members 
Mstep: Class 35 contains 35624 members 
Mstep: Class 36 contains 37837 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43323 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12816 members 
Mstep: Class 45 contains 12842 members 
Mstep: Class 46 contains 6654 members 
Mstep: Class 47 contains 42627 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16785 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4471 members 
Mstep: Class 54 contains 4831 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15383 members 
Mstep: Class 57 contains 17936 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36082 members 
Mstep: Class 60 contains 38692 members 
Mstep: Class 61 contains 15853 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16511 members 
Mstep: Class 65 contains 3231 members 
Mstep: Class 66 contains 17759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347680.000000 Penalty: 223255.453125
Iteration 258Q: 67 clusters Score -1.613477e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 37609 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31881 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 55636 members 
Mstep: Class 15 contains 18780 members 
Mstep: Class 16 contains 13336 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41562 members 
Mstep: Class 20 contains 31503 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15013 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16910 members 
Mstep: Class 28 contains 28411 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14276 members 
Mstep: Class 32 contains 15464 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35371 members 
Mstep: Class 35 contains 35625 members 
Mstep: Class 36 contains 37854 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43333 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12789 members 
Mstep: Class 45 contains 12832 members 
Mstep: Class 46 contains 6654 members 
Mstep: Class 47 contains 42636 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16774 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4469 members 
Mstep: Class 54 contains 4828 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15377 members 
Mstep: Class 57 contains 17865 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36073 members 
Mstep: Class 60 contains 38685 members 
Mstep: Class 61 contains 15860 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16611 members 
Mstep: Class 65 contains 3232 members 
Mstep: Class 66 contains 17775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347488.000000 Penalty: 223255.453125
Iteration 259Q: 67 clusters Score -1.613475e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 37611 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31888 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 55647 members 
Mstep: Class 15 contains 18818 members 
Mstep: Class 16 contains 13362 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 25732 members 
Mstep: Class 19 contains 41549 members 
Mstep: Class 20 contains 31491 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16865 members 
Mstep: Class 28 contains 28411 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14273 members 
Mstep: Class 32 contains 15475 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35411 members 
Mstep: Class 35 contains 35626 members 
Mstep: Class 36 contains 37842 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43339 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12756 members 
Mstep: Class 45 contains 12813 members 
Mstep: Class 46 contains 6650 members 
Mstep: Class 47 contains 42633 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16765 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4467 members 
Mstep: Class 54 contains 4825 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15362 members 
Mstep: Class 57 contains 17794 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36064 members 
Mstep: Class 60 contains 38691 members 
Mstep: Class 61 contains 15874 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16699 members 
Mstep: Class 65 contains 3232 members 
Mstep: Class 66 contains 17771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347872.000000 Penalty: 223255.453125
Iteration 260F: 67 clusters Score -1.613479e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 37615 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31904 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27966 members 
Mstep: Class 14 contains 55650 members 
Mstep: Class 15 contains 18841 members 
Mstep: Class 16 contains 12978 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41535 members 
Mstep: Class 20 contains 31466 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15017 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16807 members 
Mstep: Class 28 contains 28428 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14269 members 
Mstep: Class 32 contains 15477 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35421 members 
Mstep: Class 35 contains 35634 members 
Mstep: Class 36 contains 37837 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43341 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12725 members 
Mstep: Class 45 contains 12803 members 
Mstep: Class 46 contains 6649 members 
Mstep: Class 47 contains 42659 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16761 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4821 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15340 members 
Mstep: Class 57 contains 17739 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36076 members 
Mstep: Class 60 contains 38657 members 
Mstep: Class 61 contains 15852 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16791 members 
Mstep: Class 65 contains 3231 members 
Mstep: Class 66 contains 18230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347312.000000 Penalty: 223255.453125
Iteration 261Q: 67 clusters Score -1.613473e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 37604 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31930 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27968 members 
Mstep: Class 14 contains 55657 members 
Mstep: Class 15 contains 18855 members 
Mstep: Class 16 contains 12740 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41534 members 
Mstep: Class 20 contains 31442 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15016 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 28422 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 15471 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35416 members 
Mstep: Class 35 contains 35622 members 
Mstep: Class 36 contains 37841 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43343 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12690 members 
Mstep: Class 45 contains 12806 members 
Mstep: Class 46 contains 6649 members 
Mstep: Class 47 contains 42684 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16758 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4469 members 
Mstep: Class 54 contains 4812 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15327 members 
Mstep: Class 57 contains 17690 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36086 members 
Mstep: Class 60 contains 38644 members 
Mstep: Class 61 contains 15860 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16853 members 
Mstep: Class 65 contains 3231 members 
Mstep: Class 66 contains 18542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347360.000000 Penalty: 223255.453125
Iteration 262Q: 67 clusters Score -1.613474e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 37583 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31959 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27972 members 
Mstep: Class 14 contains 55661 members 
Mstep: Class 15 contains 18888 members 
Mstep: Class 16 contains 12609 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41512 members 
Mstep: Class 20 contains 31435 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15012 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16722 members 
Mstep: Class 28 contains 28415 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14234 members 
Mstep: Class 32 contains 15439 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35415 members 
Mstep: Class 35 contains 35626 members 
Mstep: Class 36 contains 37861 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43341 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12653 members 
Mstep: Class 45 contains 12801 members 
Mstep: Class 46 contains 6644 members 
Mstep: Class 47 contains 42713 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16740 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4469 members 
Mstep: Class 54 contains 4811 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15333 members 
Mstep: Class 57 contains 17620 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36088 members 
Mstep: Class 60 contains 38606 members 
Mstep: Class 61 contains 15873 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16894 members 
Mstep: Class 65 contains 3231 members 
Mstep: Class 66 contains 18827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347136.000000 Penalty: 223255.453125
Iteration 263Q: 67 clusters Score -1.613471e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 37572 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31978 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27974 members 
Mstep: Class 14 contains 55658 members 
Mstep: Class 15 contains 18926 members 
Mstep: Class 16 contains 12518 members 
Mstep: Class 17 contains 7227 members 
Mstep: Class 18 contains 25732 members 
Mstep: Class 19 contains 41516 members 
Mstep: Class 20 contains 31423 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15030 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16667 members 
Mstep: Class 28 contains 28408 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14207 members 
Mstep: Class 32 contains 15414 members 
Mstep: Class 33 contains 4828 members 
Mstep: Class 34 contains 35407 members 
Mstep: Class 35 contains 35615 members 
Mstep: Class 36 contains 37869 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43352 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12624 members 
Mstep: Class 45 contains 12793 members 
Mstep: Class 46 contains 6644 members 
Mstep: Class 47 contains 42707 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16728 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4469 members 
Mstep: Class 54 contains 4810 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15333 members 
Mstep: Class 57 contains 17566 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36100 members 
Mstep: Class 60 contains 38608 members 
Mstep: Class 61 contains 15896 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16895 members 
Mstep: Class 65 contains 3231 members 
Mstep: Class 66 contains 19048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346976.000000 Penalty: 223255.453125
Iteration 264Q: 67 clusters Score -1.61347e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 37559 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 31998 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27969 members 
Mstep: Class 14 contains 55654 members 
Mstep: Class 15 contains 18957 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 25728 members 
Mstep: Class 19 contains 41505 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15045 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16621 members 
Mstep: Class 28 contains 28411 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14188 members 
Mstep: Class 32 contains 15400 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35414 members 
Mstep: Class 35 contains 35599 members 
Mstep: Class 36 contains 37875 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43356 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12594 members 
Mstep: Class 45 contains 12789 members 
Mstep: Class 46 contains 6646 members 
Mstep: Class 47 contains 42751 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16722 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4469 members 
Mstep: Class 54 contains 4807 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15325 members 
Mstep: Class 57 contains 17551 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36094 members 
Mstep: Class 60 contains 38598 members 
Mstep: Class 61 contains 15906 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16881 members 
Mstep: Class 65 contains 3230 members 
Mstep: Class 66 contains 19218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346720.000000 Penalty: 223255.453125
Iteration 265Q: 67 clusters Score -1.613467e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 37549 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 32008 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27964 members 
Mstep: Class 14 contains 55655 members 
Mstep: Class 15 contains 18985 members 
Mstep: Class 16 contains 12433 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41513 members 
Mstep: Class 20 contains 31402 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15068 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16576 members 
Mstep: Class 28 contains 28409 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14154 members 
Mstep: Class 32 contains 15377 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35421 members 
Mstep: Class 35 contains 35580 members 
Mstep: Class 36 contains 37889 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43373 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12564 members 
Mstep: Class 45 contains 12793 members 
Mstep: Class 46 contains 6648 members 
Mstep: Class 47 contains 42756 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16715 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4470 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15320 members 
Mstep: Class 57 contains 17524 members 
Mstep: Class 58 contains 2027 members 
Mstep: Class 59 contains 36111 members 
Mstep: Class 60 contains 38604 members 
Mstep: Class 61 contains 15908 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16845 members 
Mstep: Class 65 contains 3228 members 
Mstep: Class 66 contains 19339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346736.000000 Penalty: 223255.453125
Iteration 266Q: 67 clusters Score -1.613467e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 37553 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27959 members 
Mstep: Class 14 contains 55652 members 
Mstep: Class 15 contains 19016 members 
Mstep: Class 16 contains 12464 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 25735 members 
Mstep: Class 19 contains 41484 members 
Mstep: Class 20 contains 31394 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15073 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 16530 members 
Mstep: Class 28 contains 28410 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14140 members 
Mstep: Class 32 contains 15361 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35424 members 
Mstep: Class 35 contains 35549 members 
Mstep: Class 36 contains 37886 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1380 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43378 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12542 members 
Mstep: Class 45 contains 12816 members 
Mstep: Class 46 contains 6650 members 
Mstep: Class 47 contains 42771 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16705 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4470 members 
Mstep: Class 54 contains 4800 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15308 members 
Mstep: Class 57 contains 17501 members 
Mstep: Class 58 contains 2026 members 
Mstep: Class 59 contains 36135 members 
Mstep: Class 60 contains 38636 members 
Mstep: Class 61 contains 15901 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16810 members 
Mstep: Class 65 contains 3228 members 
Mstep: Class 66 contains 19412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346832.000000 Penalty: 223255.453125
Iteration 267Q: 67 clusters Score -1.613468e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 37532 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27955 members 
Mstep: Class 14 contains 55649 members 
Mstep: Class 15 contains 19054 members 
Mstep: Class 16 contains 12491 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 25740 members 
Mstep: Class 19 contains 41470 members 
Mstep: Class 20 contains 31400 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16494 members 
Mstep: Class 28 contains 28415 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14124 members 
Mstep: Class 32 contains 15364 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35429 members 
Mstep: Class 35 contains 35541 members 
Mstep: Class 36 contains 37868 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1382 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43362 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12527 members 
Mstep: Class 45 contains 12821 members 
Mstep: Class 46 contains 6651 members 
Mstep: Class 47 contains 42771 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16700 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4471 members 
Mstep: Class 54 contains 4799 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15294 members 
Mstep: Class 57 contains 17487 members 
Mstep: Class 58 contains 2026 members 
Mstep: Class 59 contains 36126 members 
Mstep: Class 60 contains 38660 members 
Mstep: Class 61 contains 15892 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16769 members 
Mstep: Class 65 contains 3230 members 
Mstep: Class 66 contains 19501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346624.000000 Penalty: 223255.453125
Iteration 268Q: 67 clusters Score -1.613466e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 37528 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 32033 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27949 members 
Mstep: Class 14 contains 55641 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 12550 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 25739 members 
Mstep: Class 19 contains 41447 members 
Mstep: Class 20 contains 31401 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15090 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16475 members 
Mstep: Class 28 contains 28419 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14104 members 
Mstep: Class 32 contains 15372 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35451 members 
Mstep: Class 35 contains 35566 members 
Mstep: Class 36 contains 37859 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43353 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12504 members 
Mstep: Class 45 contains 12831 members 
Mstep: Class 46 contains 6650 members 
Mstep: Class 47 contains 42798 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16678 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4471 members 
Mstep: Class 54 contains 4798 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15274 members 
Mstep: Class 57 contains 17484 members 
Mstep: Class 58 contains 2026 members 
Mstep: Class 59 contains 36126 members 
Mstep: Class 60 contains 38659 members 
Mstep: Class 61 contains 15871 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16707 members 
Mstep: Class 65 contains 3229 members 
Mstep: Class 66 contains 19581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346848.000000 Penalty: 223255.453125
Iteration 269Q: 67 clusters Score -1.613468e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 37529 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 32027 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27945 members 
Mstep: Class 14 contains 55636 members 
Mstep: Class 15 contains 19107 members 
Mstep: Class 16 contains 12610 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 41439 members 
Mstep: Class 20 contains 31395 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16459 members 
Mstep: Class 28 contains 28425 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14086 members 
Mstep: Class 32 contains 15398 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35455 members 
Mstep: Class 35 contains 35576 members 
Mstep: Class 36 contains 37820 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43339 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12477 members 
Mstep: Class 45 contains 12837 members 
Mstep: Class 46 contains 6650 members 
Mstep: Class 47 contains 42818 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16662 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4471 members 
Mstep: Class 54 contains 4798 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15244 members 
Mstep: Class 57 contains 17457 members 
Mstep: Class 58 contains 2026 members 
Mstep: Class 59 contains 36139 members 
Mstep: Class 60 contains 38682 members 
Mstep: Class 61 contains 15861 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16661 members 
Mstep: Class 65 contains 3230 members 
Mstep: Class 66 contains 19649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347040.000000 Penalty: 223255.453125
Iteration 270Q: 67 clusters Score -1.61347e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 37513 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 32040 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27943 members 
Mstep: Class 14 contains 55635 members 
Mstep: Class 15 contains 19118 members 
Mstep: Class 16 contains 12665 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 41448 members 
Mstep: Class 20 contains 31388 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15090 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16433 members 
Mstep: Class 28 contains 28427 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14069 members 
Mstep: Class 32 contains 15427 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35452 members 
Mstep: Class 35 contains 35584 members 
Mstep: Class 36 contains 37781 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43338 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12453 members 
Mstep: Class 45 contains 12847 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 42830 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16651 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4470 members 
Mstep: Class 54 contains 4796 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15221 members 
Mstep: Class 57 contains 17441 members 
Mstep: Class 58 contains 2026 members 
Mstep: Class 59 contains 36130 members 
Mstep: Class 60 contains 38700 members 
Mstep: Class 61 contains 15835 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16618 members 
Mstep: Class 65 contains 3229 members 
Mstep: Class 66 contains 19741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346864.000000 Penalty: 223255.453125
Iteration 271Q: 67 clusters Score -1.613469e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 37502 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 32048 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27942 members 
Mstep: Class 14 contains 55634 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 12730 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 41432 members 
Mstep: Class 20 contains 31383 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16396 members 
Mstep: Class 28 contains 28432 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14048 members 
Mstep: Class 32 contains 15493 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35453 members 
Mstep: Class 35 contains 35577 members 
Mstep: Class 36 contains 37787 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43339 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12419 members 
Mstep: Class 45 contains 12832 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 42848 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16624 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4795 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15179 members 
Mstep: Class 57 contains 17430 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36139 members 
Mstep: Class 60 contains 38702 members 
Mstep: Class 61 contains 15814 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16576 members 
Mstep: Class 65 contains 3228 members 
Mstep: Class 66 contains 19832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347024.000000 Penalty: 223255.453125
Iteration 272Q: 67 clusters Score -1.61347e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 37482 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 32047 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27940 members 
Mstep: Class 14 contains 55641 members 
Mstep: Class 15 contains 19153 members 
Mstep: Class 16 contains 12768 members 
Mstep: Class 17 contains 7225 members 
Mstep: Class 18 contains 25750 members 
Mstep: Class 19 contains 41456 members 
Mstep: Class 20 contains 31370 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16367 members 
Mstep: Class 28 contains 28440 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14020 members 
Mstep: Class 32 contains 15557 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 35454 members 
Mstep: Class 35 contains 35552 members 
Mstep: Class 36 contains 37807 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43345 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12399 members 
Mstep: Class 45 contains 12829 members 
Mstep: Class 46 contains 6657 members 
Mstep: Class 47 contains 42830 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16617 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4792 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15135 members 
Mstep: Class 57 contains 17422 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36140 members 
Mstep: Class 60 contains 38711 members 
Mstep: Class 61 contains 15803 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16544 members 
Mstep: Class 65 contains 3228 members 
Mstep: Class 66 contains 19892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347200.000000 Penalty: 223255.453125
Iteration 273Q: 67 clusters Score -1.613472e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 37472 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 32040 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27941 members 
Mstep: Class 14 contains 55645 members 
Mstep: Class 15 contains 19178 members 
Mstep: Class 16 contains 12818 members 
Mstep: Class 17 contains 7226 members 
Mstep: Class 18 contains 25751 members 
Mstep: Class 19 contains 41467 members 
Mstep: Class 20 contains 31352 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15117 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16333 members 
Mstep: Class 28 contains 28453 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 14003 members 
Mstep: Class 32 contains 15619 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35463 members 
Mstep: Class 35 contains 35538 members 
Mstep: Class 36 contains 37825 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43349 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12386 members 
Mstep: Class 45 contains 12843 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 42815 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16604 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4786 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15070 members 
Mstep: Class 57 contains 17412 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36134 members 
Mstep: Class 60 contains 38735 members 
Mstep: Class 61 contains 15766 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16520 members 
Mstep: Class 65 contains 3229 members 
Mstep: Class 66 contains 19948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347296.000000 Penalty: 223255.453125
Iteration 274Q: 67 clusters Score -1.613473e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 37458 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27930 members 
Mstep: Class 14 contains 55646 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 12889 members 
Mstep: Class 17 contains 7227 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 41477 members 
Mstep: Class 20 contains 31334 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15115 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16291 members 
Mstep: Class 28 contains 28459 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13974 members 
Mstep: Class 32 contains 15682 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35467 members 
Mstep: Class 35 contains 35544 members 
Mstep: Class 36 contains 37817 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43345 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12375 members 
Mstep: Class 45 contains 12836 members 
Mstep: Class 46 contains 6655 members 
Mstep: Class 47 contains 42826 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16600 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4787 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 15032 members 
Mstep: Class 57 contains 17389 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36132 members 
Mstep: Class 60 contains 38770 members 
Mstep: Class 61 contains 15729 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16479 members 
Mstep: Class 65 contains 3227 members 
Mstep: Class 66 contains 20012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347120.000000 Penalty: 223255.453125
Iteration 275Q: 67 clusters Score -1.613471e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 37464 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 32041 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27930 members 
Mstep: Class 14 contains 55650 members 
Mstep: Class 15 contains 19200 members 
Mstep: Class 16 contains 12961 members 
Mstep: Class 17 contains 7227 members 
Mstep: Class 18 contains 25753 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 31311 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15125 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16261 members 
Mstep: Class 28 contains 28471 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13922 members 
Mstep: Class 32 contains 15744 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35474 members 
Mstep: Class 35 contains 35552 members 
Mstep: Class 36 contains 37821 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43345 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12346 members 
Mstep: Class 45 contains 12821 members 
Mstep: Class 46 contains 6652 members 
Mstep: Class 47 contains 42838 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16599 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4782 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14982 members 
Mstep: Class 57 contains 17384 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36123 members 
Mstep: Class 60 contains 38776 members 
Mstep: Class 61 contains 15708 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16462 members 
Mstep: Class 65 contains 3225 members 
Mstep: Class 66 contains 20067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346864.000000 Penalty: 223255.453125
Iteration 276Q: 67 clusters Score -1.613469e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 37457 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 32043 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27914 members 
Mstep: Class 14 contains 55646 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 13062 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 41497 members 
Mstep: Class 20 contains 31301 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15119 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16220 members 
Mstep: Class 28 contains 28472 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13871 members 
Mstep: Class 32 contains 15798 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35461 members 
Mstep: Class 35 contains 35554 members 
Mstep: Class 36 contains 37824 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43356 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12311 members 
Mstep: Class 45 contains 12806 members 
Mstep: Class 46 contains 6649 members 
Mstep: Class 47 contains 42841 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16610 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4469 members 
Mstep: Class 54 contains 4777 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14921 members 
Mstep: Class 57 contains 17412 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36116 members 
Mstep: Class 60 contains 38783 members 
Mstep: Class 61 contains 15678 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16425 members 
Mstep: Class 65 contains 3223 members 
Mstep: Class 66 contains 20128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346432.000000 Penalty: 223255.453125
Iteration 277Q: 67 clusters Score -1.613464e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 37450 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27917 members 
Mstep: Class 14 contains 55640 members 
Mstep: Class 15 contains 19264 members 
Mstep: Class 16 contains 13157 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 25760 members 
Mstep: Class 19 contains 41506 members 
Mstep: Class 20 contains 31283 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15113 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 28468 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13827 members 
Mstep: Class 32 contains 15818 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35470 members 
Mstep: Class 35 contains 35552 members 
Mstep: Class 36 contains 37837 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43363 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12275 members 
Mstep: Class 45 contains 12790 members 
Mstep: Class 46 contains 6648 members 
Mstep: Class 47 contains 42839 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16625 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4469 members 
Mstep: Class 54 contains 4775 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14894 members 
Mstep: Class 57 contains 17407 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36119 members 
Mstep: Class 60 contains 38780 members 
Mstep: Class 61 contains 15659 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16373 members 
Mstep: Class 65 contains 3223 members 
Mstep: Class 66 contains 20220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346320.000000 Penalty: 223255.453125
Iteration 278Q: 67 clusters Score -1.613463e+08 nChanged 1464
Entering ConstructFrom: 
Score: -161346320.000000 Penalty: 223255.453125
Entering ConstructFrom: 
Trying to split cluster 1 (5714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Entering Unmasked Estep 
Score: -1077865.500000 Penalty: 2145.367432
	Iteration 0F: 2 clusters Score -1077866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1072874.375000 Penalty: 4290.734863
	Iteration 0F: 3 clusters Score -1072874 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1074087.000000 Penalty: 4290.734863
	Iteration 1F: 3 clusters Score -1074087 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1074317.750000 Penalty: 4290.734863
	Iteration 2F: 3 clusters Score -1074318 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1074467.750000 Penalty: 4290.734863
	Iteration 3F: 3 clusters Score -1074468 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1074579.250000 Penalty: 4290.734863
	Iteration 4Q: 3 clusters Score -1074579 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1074651.625000 Penalty: 4290.734863
	Iteration 5Q: 3 clusters Score -1074652 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1074718.625000 Penalty: 4290.734863
	Iteration 6Q: 3 clusters Score -1074719 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1074770.875000 Penalty: 4290.734863
	Iteration 7Q: 3 clusters Score -1074771 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1074815.375000 Penalty: 4290.734863
	Iteration 8Q: 3 clusters Score -1074815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1074848.625000 Penalty: 4290.734863
	Iteration 9Q: 3 clusters Score -1074849 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1074887.625000 Penalty: 4290.734863
	Iteration 10Q: 3 clusters Score -1074888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1074922.875000 Penalty: 4290.734863
	Iteration 11Q: 3 clusters Score -1074923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1074953.500000 Penalty: 4290.734863
	Iteration 12Q: 3 clusters Score -1074954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1074986.625000 Penalty: 4290.734863
	Iteration 13Q: 3 clusters Score -1074987 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1075021.500000 Penalty: 4290.734863
	Iteration 14Q: 3 clusters Score -1075022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1075065.875000 Penalty: 4290.734863
	Iteration 15Q: 3 clusters Score -1075066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1075103.875000 Penalty: 4290.734863
	Iteration 16Q: 3 clusters Score -1075104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1075150.750000 Penalty: 4290.734863
	Iteration 17Q: 3 clusters Score -1075151 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1075201.000000 Penalty: 4290.734863
	Iteration 18Q: 3 clusters Score -1075201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1075238.250000 Penalty: 4290.734863
	Iteration 19Q: 3 clusters Score -1075238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1075278.250000 Penalty: 4290.734863
	Iteration 20F: 3 clusters Score -1075278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1075319.125000 Penalty: 4290.734863
	Iteration 21Q: 3 clusters Score -1075319 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1075366.375000 Penalty: 4290.734863
	Iteration 22Q: 3 clusters Score -1075366 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1075424.750000 Penalty: 4290.734863
	Iteration 23Q: 3 clusters Score -1075425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1075491.750000 Penalty: 4290.734863
	Iteration 24Q: 3 clusters Score -1075492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1075550.250000 Penalty: 4290.734863
	Iteration 25Q: 3 clusters Score -1075550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1075603.000000 Penalty: 4290.734863
	Iteration 26Q: 3 clusters Score -1075603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1075655.500000 Penalty: 4290.734863
	Iteration 27Q: 3 clusters Score -1075656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1075714.500000 Penalty: 4290.734863
	Iteration 28Q: 3 clusters Score -1075714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1075774.000000 Penalty: 4290.734863
	Iteration 29Q: 3 clusters Score -1075774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1075820.375000 Penalty: 4290.734863
	Iteration 30Q: 3 clusters Score -1075820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1075876.750000 Penalty: 4290.734863
	Iteration 31Q: 3 clusters Score -1075877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1075930.750000 Penalty: 4290.734863
	Iteration 32Q: 3 clusters Score -1075931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1075968.125000 Penalty: 4290.734863
	Iteration 33Q: 3 clusters Score -1075968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1075994.625000 Penalty: 4290.734863
	Iteration 34Q: 3 clusters Score -1075995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1076023.750000 Penalty: 4290.734863
	Iteration 35Q: 3 clusters Score -1076024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1076042.625000 Penalty: 4290.734863
	Iteration 36Q: 3 clusters Score -1076043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1076056.500000 Penalty: 4290.734863
	Iteration 37Q: 3 clusters Score -1076056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1076071.250000 Penalty: 4290.734863
	Iteration 38Q: 3 clusters Score -1076071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1076086.625000 Penalty: 4290.734863
	Iteration 39Q: 3 clusters Score -1076087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1076103.750000 Penalty: 4290.734863
	Iteration 40F: 3 clusters Score -1076104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1076123.000000 Penalty: 4290.734863
	Iteration 41Q: 3 clusters Score -1076123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1076132.125000 Penalty: 4290.734863
	Iteration 42Q: 3 clusters Score -1076132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1076140.125000 Penalty: 4290.734863
	Iteration 43Q: 3 clusters Score -1076140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1076148.875000 Penalty: 4290.734863
	Iteration 44Q: 3 clusters Score -1076149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1076154.500000 Penalty: 4290.734863
	Iteration 45Q: 3 clusters Score -1076154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1076162.250000 Penalty: 4290.734863
	Iteration 46Q: 3 clusters Score -1076162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1076169.250000 Penalty: 4290.734863
	Iteration 47Q: 3 clusters Score -1076169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1076170.250000 Penalty: 4290.734863
	Iteration 48Q: 3 clusters Score -1076170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1076172.000000 Penalty: 4290.734863
	Iteration 49Q: 3 clusters Score -1076172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1076176.000000 Penalty: 4290.734863
	Iteration 50Q: 3 clusters Score -1076176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1076176.000000 Penalty: 4290.734863
	Iteration 51Q: 3 clusters Score -1076176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1076178.000000 Penalty: 4290.734863
	Iteration 52Q: 3 clusters Score -1076178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1076180.125000 Penalty: 4290.734863
	Iteration 53Q: 3 clusters Score -1076180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1076182.875000 Penalty: 4290.734863
	Iteration 54Q: 3 clusters Score -1076183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1076184.625000 Penalty: 4290.734863
	Iteration 55Q: 3 clusters Score -1076185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1076191.000000 Penalty: 4290.734863
	Iteration 56Q: 3 clusters Score -1076191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1076191.750000 Penalty: 4290.734863
	Iteration 57Q: 3 clusters Score -1076192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1076192.375000 Penalty: 4290.734863
	Iteration 58Q: 3 clusters Score -1076192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1076192.375000 Penalty: 4290.734863
	Iteration 59F: 3 clusters Score -1076192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Entering Unmasked Estep 
Score: -7276512.000000 Penalty: 2611.754639
	Iteration 0F: 2 clusters Score -7276512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -7254545.500000 Penalty: 5223.509277
	Iteration 0F: 3 clusters Score -7254546 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -7263944.500000 Penalty: 5223.509277
	Iteration 1F: 3 clusters Score -7263944 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -7264367.000000 Penalty: 5223.509277
	Iteration 2Q: 3 clusters Score -7264367 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -7264756.500000 Penalty: 5223.509277
	Iteration 3Q: 3 clusters Score -7264756 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -7265089.500000 Penalty: 5223.509277
	Iteration 4Q: 3 clusters Score -7265090 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -7265435.500000 Penalty: 5223.509277
	Iteration 5Q: 3 clusters Score -7265436 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -7265863.500000 Penalty: 5223.509277
	Iteration 6Q: 3 clusters Score -7265864 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -7266409.500000 Penalty: 5223.509277
	Iteration 7Q: 3 clusters Score -7266410 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -7267162.000000 Penalty: 5223.509277
	Iteration 8Q: 3 clusters Score -7267162 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -7268106.500000 Penalty: 5223.509277
	Iteration 9Q: 3 clusters Score -7268106 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -7269291.000000 Penalty: 5223.509277
	Iteration 10Q: 3 clusters Score -7269291 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -7270554.000000 Penalty: 5223.509277
	Iteration 11F: 3 clusters Score -7270554 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -7271561.000000 Penalty: 5223.509277
	Iteration 12Q: 3 clusters Score -7271561 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -7272275.500000 Penalty: 5223.509277
	Iteration 13Q: 3 clusters Score -7272276 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7272856.500000 Penalty: 5223.509277
	Iteration 14Q: 3 clusters Score -7272856 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -7273231.500000 Penalty: 5223.509277
	Iteration 15Q: 3 clusters Score -7273232 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7273451.500000 Penalty: 5223.509277
	Iteration 16Q: 3 clusters Score -7273452 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7273621.500000 Penalty: 5223.509277
	Iteration 17Q: 3 clusters Score -7273622 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7273795.500000 Penalty: 5223.509277
	Iteration 18Q: 3 clusters Score -7273796 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7273960.500000 Penalty: 5223.509277
	Iteration 19Q: 3 clusters Score -7273960 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7274058.000000 Penalty: 5223.509277
	Iteration 20F: 3 clusters Score -7274058 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7274118.500000 Penalty: 5223.509277
	Iteration 21Q: 3 clusters Score -7274118 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7274188.500000 Penalty: 5223.509277
	Iteration 22Q: 3 clusters Score -7274188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7274203.000000 Penalty: 5223.509277
	Iteration 23Q: 3 clusters Score -7274203 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7274223.000000 Penalty: 5223.509277
	Iteration 24Q: 3 clusters Score -7274223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7274254.000000 Penalty: 5223.509277
	Iteration 25Q: 3 clusters Score -7274254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7274269.000000 Penalty: 5223.509277
	Iteration 26Q: 3 clusters Score -7274269 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7274313.000000 Penalty: 5223.509277
	Iteration 27Q: 3 clusters Score -7274313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7274322.500000 Penalty: 5223.509277
	Iteration 28Q: 3 clusters Score -7274322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7274320.000000 Penalty: 5223.509277
	Iteration 29Q: 3 clusters Score -7274320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7274362.000000 Penalty: 5223.509277
	Iteration 30Q: 3 clusters Score -7274362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7274381.500000 Penalty: 5223.509277
	Iteration 31Q: 3 clusters Score -7274382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7274391.000000 Penalty: 5223.509277
	Iteration 32Q: 3 clusters Score -7274391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7274426.000000 Penalty: 5223.509277
	Iteration 33Q: 3 clusters Score -7274426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7274417.500000 Penalty: 5223.509277
	Iteration 34Q: 3 clusters Score -7274418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7274429.500000 Penalty: 5223.509277
	Iteration 35Q: 3 clusters Score -7274430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7274429.500000 Penalty: 5223.509277
	Iteration 36Q: 3 clusters Score -7274430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7274425.000000 Penalty: 5223.509277
	Iteration 37Q: 3 clusters Score -7274425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7274435.000000 Penalty: 5223.509277
	Iteration 38Q: 3 clusters Score -7274435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7274432.500000 Penalty: 5223.509277
	Iteration 39Q: 3 clusters Score -7274432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7274447.000000 Penalty: 5223.509277
	Iteration 40F: 3 clusters Score -7274447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7274438.000000 Penalty: 5223.509277
	Iteration 41Q: 3 clusters Score -7274438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7274437.500000 Penalty: 5223.509277
	Iteration 42Q: 3 clusters Score -7274438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7274440.000000 Penalty: 5223.509277
	Iteration 43Q: 3 clusters Score -7274440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7274436.500000 Penalty: 5223.509277
	Iteration 44Q: 3 clusters Score -7274436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7274430.000000 Penalty: 5223.509277
	Iteration 45Q: 3 clusters Score -7274430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7274428.000000 Penalty: 5223.509277
	Iteration 46Q: 3 clusters Score -7274428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7274421.000000 Penalty: 5223.509277
	Iteration 47Q: 3 clusters Score -7274421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7274442.500000 Penalty: 5223.509277
	Iteration 48Q: 3 clusters Score -7274442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7274449.000000 Penalty: 5223.509277
	Iteration 49Q: 3 clusters Score -7274449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7274448.000000 Penalty: 5223.509277
	Iteration 50Q: 3 clusters Score -7274448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7274449.500000 Penalty: 5223.509277
	Iteration 51Q: 3 clusters Score -7274450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7274454.500000 Penalty: 5223.509277
	Iteration 52Q: 3 clusters Score -7274454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7274458.000000 Penalty: 5223.509277
	Iteration 53Q: 3 clusters Score -7274458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7274456.500000 Penalty: 5223.509277
	Iteration 54Q: 3 clusters Score -7274456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7274458.000000 Penalty: 5223.509277
	Iteration 55Q: 3 clusters Score -7274458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7274466.500000 Penalty: 5223.509277
	Iteration 56Q: 3 clusters Score -7274466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7274477.500000 Penalty: 5223.509277
	Iteration 57Q: 3 clusters Score -7274478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7274466.500000 Penalty: 5223.509277
	Iteration 58Q: 3 clusters Score -7274466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7274467.000000 Penalty: 5223.509277
	Iteration 59Q: 3 clusters Score -7274467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7274474.500000 Penalty: 5223.509277
	Iteration 60F: 3 clusters Score -7274474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7274470.000000 Penalty: 5223.509277
	Iteration 61Q: 3 clusters Score -7274470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7274470.000000 Penalty: 5223.509277
	Iteration 62Q: 3 clusters Score -7274470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7274470.000000 Penalty: 5223.509277
	Iteration 63Q: 3 clusters Score -7274470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7274475.000000 Penalty: 5223.509277
	Iteration 64Q: 3 clusters Score -7274475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7274476.000000 Penalty: 5223.509277
	Iteration 65Q: 3 clusters Score -7274476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7274477.000000 Penalty: 5223.509277
	Iteration 66Q: 3 clusters Score -7274477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7274479.500000 Penalty: 5223.509277
	Iteration 67Q: 3 clusters Score -7274480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7274476.500000 Penalty: 5223.509277
	Iteration 68Q: 3 clusters Score -7274476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7274476.500000 Penalty: 5223.509277
	Iteration 69Q: 3 clusters Score -7274476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7274481.500000 Penalty: 5223.509277
	Iteration 70Q: 3 clusters Score -7274482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7274481.000000 Penalty: 5223.509277
	Iteration 71Q: 3 clusters Score -7274481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7274482.000000 Penalty: 5223.509277
	Iteration 72Q: 3 clusters Score -7274482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7274479.500000 Penalty: 5223.509277
	Iteration 73Q: 3 clusters Score -7274480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7274478.500000 Penalty: 5223.509277
	Iteration 74Q: 3 clusters Score -7274478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7274480.000000 Penalty: 5223.509277
	Iteration 75Q: 3 clusters Score -7274480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7274486.500000 Penalty: 5223.509277
	Iteration 76Q: 3 clusters Score -7274486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7274486.500000 Penalty: 5223.509277
	Iteration 77F: 3 clusters Score -7274486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -74677.421875 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -74677.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73251.273438 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -73251.27 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73620.054688 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -73620.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73895.984375 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -73895.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74195.039062 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -74195.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74578.375000 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -74578.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74876.437500 Penalty: 3107.589355
	Iteration 5F: 3 clusters Score -74876.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75048.828125 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -75048.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75144.710938 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -75144.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75287.851562 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -75287.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75327.171875 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -75327.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75334.726562 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -75334.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75336.679688 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -75336.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75344.554688 Penalty: 3107.589355
	Iteration 12F: 3 clusters Score -75344.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75358.718750 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -75358.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75358.718750 Penalty: 3107.589355
	Iteration 14F: 3 clusters Score -75358.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37469 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 32038 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27922 members 
Mstep: Class 14 contains 55633 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 13262 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 41523 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 15866 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35464 members 
Mstep: Class 35 contains 35536 members 
Mstep: Class 36 contains 37836 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12262 members 
Mstep: Class 45 contains 12775 members 
Mstep: Class 46 contains 6642 members 
Mstep: Class 47 contains 42834 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16635 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4771 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14893 members 
Mstep: Class 57 contains 17359 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36120 members 
Mstep: Class 60 contains 38797 members 
Mstep: Class 61 contains 15646 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16310 members 
Mstep: Class 65 contains 3221 members 
Mstep: Class 66 contains 20281 members 
Mstep: Class 67 contains 282 members 
Entering Unmasked Estep 
Score: -161344848.000000 Penalty: 226638.109375
Splitting cluster 3 changes total score from -161346320.000000 to -161344848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Entering Unmasked Estep 
Score: -981574.062500 Penalty: 2108.213379
	Iteration 0F: 2 clusters Score -981574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -977117.125000 Penalty: 4216.426758
	Iteration 0F: 3 clusters Score -977117.1 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -978130.437500 Penalty: 4216.426758
	Iteration 1F: 3 clusters Score -978130.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -978304.687500 Penalty: 4216.426758
	Iteration 2F: 3 clusters Score -978304.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -978400.250000 Penalty: 4216.426758
	Iteration 3Q: 3 clusters Score -978400.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -978472.250000 Penalty: 4216.426758
	Iteration 4Q: 3 clusters Score -978472.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -978528.312500 Penalty: 4216.426758
	Iteration 5Q: 3 clusters Score -978528.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -978582.687500 Penalty: 4216.426758
	Iteration 6Q: 3 clusters Score -978582.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -978627.500000 Penalty: 4216.426758
	Iteration 7Q: 3 clusters Score -978627.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -978657.125000 Penalty: 4216.426758
	Iteration 8Q: 3 clusters Score -978657.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -978683.125000 Penalty: 4216.426758
	Iteration 9Q: 3 clusters Score -978683.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -978705.312500 Penalty: 4216.426758
	Iteration 10Q: 3 clusters Score -978705.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -978723.500000 Penalty: 4216.426758
	Iteration 11Q: 3 clusters Score -978723.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -978741.125000 Penalty: 4216.426758
	Iteration 12Q: 3 clusters Score -978741.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -978754.312500 Penalty: 4216.426758
	Iteration 13Q: 3 clusters Score -978754.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -978766.750000 Penalty: 4216.426758
	Iteration 14Q: 3 clusters Score -978766.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -978775.625000 Penalty: 4216.426758
	Iteration 15Q: 3 clusters Score -978775.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -978778.687500 Penalty: 4216.426758
	Iteration 16Q: 3 clusters Score -978778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -978782.875000 Penalty: 4216.426758
	Iteration 17Q: 3 clusters Score -978782.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -978786.500000 Penalty: 4216.426758
	Iteration 18Q: 3 clusters Score -978786.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -978796.062500 Penalty: 4216.426758
	Iteration 19Q: 3 clusters Score -978796.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -978802.062500 Penalty: 4216.426758
	Iteration 20F: 3 clusters Score -978802.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -978806.125000 Penalty: 4216.426758
	Iteration 21Q: 3 clusters Score -978806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -978806.375000 Penalty: 4216.426758
	Iteration 22Q: 3 clusters Score -978806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -978809.375000 Penalty: 4216.426758
	Iteration 23Q: 3 clusters Score -978809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -978812.937500 Penalty: 4216.426758
	Iteration 24Q: 3 clusters Score -978812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -978817.187500 Penalty: 4216.426758
	Iteration 25Q: 3 clusters Score -978817.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -978820.187500 Penalty: 4216.426758
	Iteration 26Q: 3 clusters Score -978820.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -978823.687500 Penalty: 4216.426758
	Iteration 27Q: 3 clusters Score -978823.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -978828.937500 Penalty: 4216.426758
	Iteration 28Q: 3 clusters Score -978828.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -978831.812500 Penalty: 4216.426758
	Iteration 29Q: 3 clusters Score -978831.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -978835.562500 Penalty: 4216.426758
	Iteration 30Q: 3 clusters Score -978835.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -978840.062500 Penalty: 4216.426758
	Iteration 31Q: 3 clusters Score -978840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -978841.437500 Penalty: 4216.426758
	Iteration 32Q: 3 clusters Score -978841.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -978846.062500 Penalty: 4216.426758
	Iteration 33Q: 3 clusters Score -978846.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -978847.312500 Penalty: 4216.426758
	Iteration 34Q: 3 clusters Score -978847.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -978850.687500 Penalty: 4216.426758
	Iteration 35Q: 3 clusters Score -978850.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -978852.125000 Penalty: 4216.426758
	Iteration 36Q: 3 clusters Score -978852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -978854.625000 Penalty: 4216.426758
	Iteration 37Q: 3 clusters Score -978854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -978855.625000 Penalty: 4216.426758
	Iteration 38Q: 3 clusters Score -978855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -978858.312500 Penalty: 4216.426758
	Iteration 39Q: 3 clusters Score -978858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -978859.687500 Penalty: 4216.426758
	Iteration 40F: 3 clusters Score -978859.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -978862.875000 Penalty: 4216.426758
	Iteration 41Q: 3 clusters Score -978862.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -978865.750000 Penalty: 4216.426758
	Iteration 42Q: 3 clusters Score -978865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -978870.250000 Penalty: 4216.426758
	Iteration 43Q: 3 clusters Score -978870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -978868.562500 Penalty: 4216.426758
	Iteration 44Q: 3 clusters Score -978868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -978870.000000 Penalty: 4216.426758
	Iteration 45Q: 3 clusters Score -978870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -978869.875000 Penalty: 4216.426758
	Iteration 46Q: 3 clusters Score -978869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -978870.937500 Penalty: 4216.426758
	Iteration 47Q: 3 clusters Score -978870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -978871.687500 Penalty: 4216.426758
	Iteration 48Q: 3 clusters Score -978871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -978872.250000 Penalty: 4216.426758
	Iteration 49Q: 3 clusters Score -978872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -978872.250000 Penalty: 4216.426758
	Iteration 50F: 3 clusters Score -978872.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -32622.740234 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -32622.74 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 146 members 
Entering Unmasked Estep 
Score: -31471.220703 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -31471.22 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31728.701172 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -31728.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31776.082031 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -31776.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31791.662109 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -31791.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31806.119141 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -31806.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31809.412109 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -31809.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31809.412109 Penalty: 2864.177490
	Iteration 6F: 3 clusters Score -31809.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Entering Unmasked Estep 
Score: -287355.875000 Penalty: 1827.035034
	Iteration 0F: 2 clusters Score -287355.9 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 791 members 
Entering Unmasked Estep 
Score: -285123.468750 Penalty: 3654.070068
	Iteration 0F: 3 clusters Score -285123.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -285762.000000 Penalty: 3654.070068
	Iteration 1F: 3 clusters Score -285762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -286142.250000 Penalty: 3654.070068
	Iteration 2F: 3 clusters Score -286142.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -286430.000000 Penalty: 3654.070068
	Iteration 3F: 3 clusters Score -286430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -286653.218750 Penalty: 3654.070068
	Iteration 4F: 3 clusters Score -286653.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -286770.500000 Penalty: 3654.070068
	Iteration 5Q: 3 clusters Score -286770.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -286827.937500 Penalty: 3654.070068
	Iteration 6Q: 3 clusters Score -286827.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -286886.843750 Penalty: 3654.070068
	Iteration 7Q: 3 clusters Score -286886.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -286944.625000 Penalty: 3654.070068
	Iteration 8Q: 3 clusters Score -286944.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -286974.656250 Penalty: 3654.070068
	Iteration 9Q: 3 clusters Score -286974.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -286983.281250 Penalty: 3654.070068
	Iteration 10Q: 3 clusters Score -286983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -286992.250000 Penalty: 3654.070068
	Iteration 11Q: 3 clusters Score -286992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -286998.468750 Penalty: 3654.070068
	Iteration 12Q: 3 clusters Score -286998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -287003.468750 Penalty: 3654.070068
	Iteration 13Q: 3 clusters Score -287003.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -287008.156250 Penalty: 3654.070068
	Iteration 14Q: 3 clusters Score -287008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -287015.218750 Penalty: 3654.070068
	Iteration 15Q: 3 clusters Score -287015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -287016.718750 Penalty: 3654.070068
	Iteration 16Q: 3 clusters Score -287016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -287017.312500 Penalty: 3654.070068
	Iteration 17Q: 3 clusters Score -287017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -287017.875000 Penalty: 3654.070068
	Iteration 18Q: 3 clusters Score -287017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -287017.906250 Penalty: 3654.070068
	Iteration 19Q: 3 clusters Score -287017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -287018.500000 Penalty: 3654.070068
	Iteration 20F: 3 clusters Score -287018.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -103600.117188 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -103600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -102084.820312 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -102084.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -102255.984375 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -102256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -102298.351562 Penalty: 3088.362305
	Iteration 2Q: 3 clusters Score -102298.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -102318.664062 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -102318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -102326.898438 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -102326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -102329.210938 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -102329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -102330.179688 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -102330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -102330.179688 Penalty: 3088.362305
	Iteration 7F: 3 clusters Score -102330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -149845.156250 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -149845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148048.328125 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -148048.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -148316.359375 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -148316.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -148382.781250 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -148382.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -148440.265625 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -148440.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -148489.187500 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -148489.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -148533.781250 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -148533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -148574.203125 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -148574.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -148609.671875 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -148609.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148636.812500 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -148636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -148651.468750 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -148651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148668.906250 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -148668.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -148686.765625 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -148686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -148697.968750 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -148698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148705.218750 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -148705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -148713.843750 Penalty: 3352.014893
	Iteration 14Q: 3 clusters Score -148713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -148724.843750 Penalty: 3352.014893
	Iteration 15Q: 3 clusters Score -148724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -148740.156250 Penalty: 3352.014893
	Iteration 16Q: 3 clusters Score -148740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -148755.906250 Penalty: 3352.014893
	Iteration 17Q: 3 clusters Score -148755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148774.171875 Penalty: 3352.014893
	Iteration 18Q: 3 clusters Score -148774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -148786.437500 Penalty: 3352.014893
	Iteration 19Q: 3 clusters Score -148786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148800.390625 Penalty: 3352.014893
	Iteration 20F: 3 clusters Score -148800.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -148803.984375 Penalty: 3352.014893
	Iteration 21Q: 3 clusters Score -148804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -148812.625000 Penalty: 3352.014893
	Iteration 22Q: 3 clusters Score -148812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -148816.015625 Penalty: 3352.014893
	Iteration 23Q: 3 clusters Score -148816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -148816.625000 Penalty: 3352.014893
	Iteration 24Q: 3 clusters Score -148816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -148817.078125 Penalty: 3352.014893
	Iteration 25Q: 3 clusters Score -148817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -148832.671875 Penalty: 3352.014893
	Iteration 26Q: 3 clusters Score -148832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -148836.718750 Penalty: 3352.014893
	Iteration 27Q: 3 clusters Score -148836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -148839.031250 Penalty: 3352.014893
	Iteration 28Q: 3 clusters Score -148839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -148842.406250 Penalty: 3352.014893
	Iteration 29Q: 3 clusters Score -148842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -148843.890625 Penalty: 3352.014893
	Iteration 30Q: 3 clusters Score -148843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -148846.000000 Penalty: 3352.014893
	Iteration 31Q: 3 clusters Score -148846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -148849.671875 Penalty: 3352.014893
	Iteration 32Q: 3 clusters Score -148849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148855.625000 Penalty: 3352.014893
	Iteration 33Q: 3 clusters Score -148855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148859.187500 Penalty: 3352.014893
	Iteration 34Q: 3 clusters Score -148859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148859.187500 Penalty: 3352.014893
	Iteration 35F: 3 clusters Score -148859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -956840.625000 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -956840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -952318.812500 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -952318.8 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -953469.750000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -953469.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -953694.687500 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -953694.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -953847.312500 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -953847.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -953964.000000 Penalty: 4224.329590
	Iteration 4Q: 3 clusters Score -953964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -954061.312500 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -954061.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -954153.062500 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -954153.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -954235.125000 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -954235.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -954307.375000 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -954307.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -954363.625000 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -954363.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -954410.000000 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -954410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -954453.750000 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -954453.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -954488.812500 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -954488.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -954521.500000 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -954521.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -954554.312500 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -954554.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -954581.562500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -954581.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -954603.937500 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -954603.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -954622.187500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -954622.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -954634.062500 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -954634.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -954643.187500 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -954643.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -954655.750000 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -954655.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -954663.187500 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -954663.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -954671.375000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -954671.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -954681.375000 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -954681.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -954697.500000 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -954697.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -954705.687500 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -954705.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -954717.000000 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -954717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -954731.250000 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -954731.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -954750.125000 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -954750.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -954768.500000 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -954768.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -954783.000000 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -954783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -954796.250000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -954796.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -954807.187500 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -954807.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -954815.437500 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -954815.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -954823.312500 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -954823.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -954833.562500 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -954833.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -954843.562500 Penalty: 4224.329590
	Iteration 36Q: 3 clusters Score -954843.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -954859.187500 Penalty: 4224.329590
	Iteration 37Q: 3 clusters Score -954859.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -954875.187500 Penalty: 4224.329590
	Iteration 38Q: 3 clusters Score -954875.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -954889.312500 Penalty: 4224.329590
	Iteration 39Q: 3 clusters Score -954889.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -954898.562500 Penalty: 4224.329590
	Iteration 40F: 3 clusters Score -954898.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -954911.875000 Penalty: 4224.329590
	Iteration 41Q: 3 clusters Score -954911.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -954922.875000 Penalty: 4224.329590
	Iteration 42Q: 3 clusters Score -954922.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -954933.375000 Penalty: 4224.329590
	Iteration 43Q: 3 clusters Score -954933.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -954943.875000 Penalty: 4224.329590
	Iteration 44Q: 3 clusters Score -954943.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -954953.125000 Penalty: 4224.329590
	Iteration 45Q: 3 clusters Score -954953.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -954963.250000 Penalty: 4224.329590
	Iteration 46Q: 3 clusters Score -954963.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -954974.437500 Penalty: 4224.329590
	Iteration 47Q: 3 clusters Score -954974.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -954988.062500 Penalty: 4224.329590
	Iteration 48Q: 3 clusters Score -954988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -954997.312500 Penalty: 4224.329590
	Iteration 49Q: 3 clusters Score -954997.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -955011.187500 Penalty: 4224.329590
	Iteration 50Q: 3 clusters Score -955011.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -955023.500000 Penalty: 4224.329590
	Iteration 51Q: 3 clusters Score -955023.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -955038.437500 Penalty: 4224.329590
	Iteration 52Q: 3 clusters Score -955038.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -955044.500000 Penalty: 4224.329590
	Iteration 53Q: 3 clusters Score -955044.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -955053.875000 Penalty: 4224.329590
	Iteration 54Q: 3 clusters Score -955053.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -955065.125000 Penalty: 4224.329590
	Iteration 55Q: 3 clusters Score -955065.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -955077.187500 Penalty: 4224.329590
	Iteration 56Q: 3 clusters Score -955077.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -955083.687500 Penalty: 4224.329590
	Iteration 57Q: 3 clusters Score -955083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -955090.687500 Penalty: 4224.329590
	Iteration 58Q: 3 clusters Score -955090.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -955095.687500 Penalty: 4224.329590
	Iteration 59Q: 3 clusters Score -955095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -955099.062500 Penalty: 4224.329590
	Iteration 60F: 3 clusters Score -955099.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -955104.750000 Penalty: 4224.329590
	Iteration 61Q: 3 clusters Score -955104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -955110.875000 Penalty: 4224.329590
	Iteration 62Q: 3 clusters Score -955110.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -955116.000000 Penalty: 4224.329590
	Iteration 63Q: 3 clusters Score -955116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -955121.625000 Penalty: 4224.329590
	Iteration 64Q: 3 clusters Score -955121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -955125.312500 Penalty: 4224.329590
	Iteration 65Q: 3 clusters Score -955125.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -955129.312500 Penalty: 4224.329590
	Iteration 66Q: 3 clusters Score -955129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -955131.562500 Penalty: 4224.329590
	Iteration 67Q: 3 clusters Score -955131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -955133.437500 Penalty: 4224.329590
	Iteration 68Q: 3 clusters Score -955133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -955134.062500 Penalty: 4224.329590
	Iteration 69Q: 3 clusters Score -955134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -955136.812500 Penalty: 4224.329590
	Iteration 70Q: 3 clusters Score -955136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -955139.000000 Penalty: 4224.329590
	Iteration 71Q: 3 clusters Score -955139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -955139.375000 Penalty: 4224.329590
	Iteration 72Q: 3 clusters Score -955139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -955139.375000 Penalty: 4224.329590
	Iteration 73F: 3 clusters Score -955139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Entering Unmasked Estep 
Score: -6123018.000000 Penalty: 2572.920166
	Iteration 0F: 2 clusters Score -6123018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -6101516.500000 Penalty: 5145.840332
	Iteration 0F: 3 clusters Score -6101516 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -6109499.500000 Penalty: 5145.840332
	Iteration 1F: 3 clusters Score -6109500 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -6109901.000000 Penalty: 5145.840332
	Iteration 2Q: 3 clusters Score -6109901 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -6110260.500000 Penalty: 5145.840332
	Iteration 3Q: 3 clusters Score -6110260 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -6110601.500000 Penalty: 5145.840332
	Iteration 4Q: 3 clusters Score -6110602 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -6110931.500000 Penalty: 5145.840332
	Iteration 5Q: 3 clusters Score -6110932 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -6111368.500000 Penalty: 5145.840332
	Iteration 6Q: 3 clusters Score -6111368 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -6111816.000000 Penalty: 5145.840332
	Iteration 7Q: 3 clusters Score -6111816 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -6112377.500000 Penalty: 5145.840332
	Iteration 8Q: 3 clusters Score -6112378 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -6113118.000000 Penalty: 5145.840332
	Iteration 9Q: 3 clusters Score -6113118 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -6114066.000000 Penalty: 5145.840332
	Iteration 10F: 3 clusters Score -6114066 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -6115244.500000 Penalty: 5145.840332
	Iteration 11F: 3 clusters Score -6115244 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -6116614.000000 Penalty: 5145.840332
	Iteration 12F: 3 clusters Score -6116614 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -6118048.500000 Penalty: 5145.840332
	Iteration 13Q: 3 clusters Score -6118048 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -6119090.000000 Penalty: 5145.840332
	Iteration 14Q: 3 clusters Score -6119090 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -6119675.500000 Penalty: 5145.840332
	Iteration 15Q: 3 clusters Score -6119676 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -6119969.500000 Penalty: 5145.840332
	Iteration 16Q: 3 clusters Score -6119970 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -6120197.500000 Penalty: 5145.840332
	Iteration 17Q: 3 clusters Score -6120198 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -6120362.000000 Penalty: 5145.840332
	Iteration 18Q: 3 clusters Score -6120362 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -6120452.500000 Penalty: 5145.840332
	Iteration 19Q: 3 clusters Score -6120452 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -6120531.000000 Penalty: 5145.840332
	Iteration 20F: 3 clusters Score -6120531 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6120603.500000 Penalty: 5145.840332
	Iteration 21Q: 3 clusters Score -6120604 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -6120664.500000 Penalty: 5145.840332
	Iteration 22Q: 3 clusters Score -6120664 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -6120681.000000 Penalty: 5145.840332
	Iteration 23Q: 3 clusters Score -6120681 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -6120717.500000 Penalty: 5145.840332
	Iteration 24Q: 3 clusters Score -6120718 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -6120744.000000 Penalty: 5145.840332
	Iteration 25Q: 3 clusters Score -6120744 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6120788.000000 Penalty: 5145.840332
	Iteration 26Q: 3 clusters Score -6120788 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -6120808.500000 Penalty: 5145.840332
	Iteration 27Q: 3 clusters Score -6120808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -6120831.500000 Penalty: 5145.840332
	Iteration 28Q: 3 clusters Score -6120832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -6120838.500000 Penalty: 5145.840332
	Iteration 29Q: 3 clusters Score -6120838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -6120866.500000 Penalty: 5145.840332
	Iteration 30Q: 3 clusters Score -6120866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -6120882.500000 Penalty: 5145.840332
	Iteration 31Q: 3 clusters Score -6120882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -6120904.000000 Penalty: 5145.840332
	Iteration 32Q: 3 clusters Score -6120904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -6120936.500000 Penalty: 5145.840332
	Iteration 33Q: 3 clusters Score -6120936 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -6120957.500000 Penalty: 5145.840332
	Iteration 34Q: 3 clusters Score -6120958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -6120961.500000 Penalty: 5145.840332
	Iteration 35Q: 3 clusters Score -6120962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -6120965.500000 Penalty: 5145.840332
	Iteration 36Q: 3 clusters Score -6120966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -6120965.000000 Penalty: 5145.840332
	Iteration 37Q: 3 clusters Score -6120965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -6120963.000000 Penalty: 5145.840332
	Iteration 38Q: 3 clusters Score -6120963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -6120973.000000 Penalty: 5145.840332
	Iteration 39Q: 3 clusters Score -6120973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -6120977.000000 Penalty: 5145.840332
	Iteration 40F: 3 clusters Score -6120977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -6120970.500000 Penalty: 5145.840332
	Iteration 41Q: 3 clusters Score -6120970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -6120963.500000 Penalty: 5145.840332
	Iteration 42Q: 3 clusters Score -6120964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -6120972.000000 Penalty: 5145.840332
	Iteration 43Q: 3 clusters Score -6120972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -6120976.000000 Penalty: 5145.840332
	Iteration 44Q: 3 clusters Score -6120976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -6120980.000000 Penalty: 5145.840332
	Iteration 45Q: 3 clusters Score -6120980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -6120984.500000 Penalty: 5145.840332
	Iteration 46Q: 3 clusters Score -6120984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -6120993.000000 Penalty: 5145.840332
	Iteration 47Q: 3 clusters Score -6120993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -6120993.500000 Penalty: 5145.840332
	Iteration 48Q: 3 clusters Score -6120994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -6121008.500000 Penalty: 5145.840332
	Iteration 49Q: 3 clusters Score -6121008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -6121011.500000 Penalty: 5145.840332
	Iteration 50Q: 3 clusters Score -6121012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -6121012.500000 Penalty: 5145.840332
	Iteration 51Q: 3 clusters Score -6121012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -6121003.000000 Penalty: 5145.840332
	Iteration 52Q: 3 clusters Score -6121003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -6121020.000000 Penalty: 5145.840332
	Iteration 53Q: 3 clusters Score -6121020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -6121015.500000 Penalty: 5145.840332
	Iteration 54Q: 3 clusters Score -6121016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -6121015.500000 Penalty: 5145.840332
	Iteration 55Q: 3 clusters Score -6121016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -6121015.500000 Penalty: 5145.840332
	Iteration 56Q: 3 clusters Score -6121016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -6121028.500000 Penalty: 5145.840332
	Iteration 57Q: 3 clusters Score -6121028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -6121043.500000 Penalty: 5145.840332
	Iteration 58Q: 3 clusters Score -6121044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -6121040.500000 Penalty: 5145.840332
	Iteration 59Q: 3 clusters Score -6121040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -6121037.000000 Penalty: 5145.840332
	Iteration 60F: 3 clusters Score -6121037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -6121044.000000 Penalty: 5145.840332
	Iteration 61Q: 3 clusters Score -6121044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -6121046.000000 Penalty: 5145.840332
	Iteration 62Q: 3 clusters Score -6121046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -6121040.500000 Penalty: 5145.840332
	Iteration 63Q: 3 clusters Score -6121040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -6121052.500000 Penalty: 5145.840332
	Iteration 64Q: 3 clusters Score -6121052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -6121053.000000 Penalty: 5145.840332
	Iteration 65Q: 3 clusters Score -6121053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -6121068.500000 Penalty: 5145.840332
	Iteration 66Q: 3 clusters Score -6121068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -6121084.500000 Penalty: 5145.840332
	Iteration 67Q: 3 clusters Score -6121084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -6121082.500000 Penalty: 5145.840332
	Iteration 68Q: 3 clusters Score -6121082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -6121085.000000 Penalty: 5145.840332
	Iteration 69Q: 3 clusters Score -6121085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -6121096.500000 Penalty: 5145.840332
	Iteration 70Q: 3 clusters Score -6121096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -6121100.500000 Penalty: 5145.840332
	Iteration 71Q: 3 clusters Score -6121100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -6121094.000000 Penalty: 5145.840332
	Iteration 72Q: 3 clusters Score -6121094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -6121094.000000 Penalty: 5145.840332
	Iteration 73Q: 3 clusters Score -6121094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -6121095.000000 Penalty: 5145.840332
	Iteration 74Q: 3 clusters Score -6121095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -6121099.500000 Penalty: 5145.840332
	Iteration 75Q: 3 clusters Score -6121100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -6121103.000000 Penalty: 5145.840332
	Iteration 76Q: 3 clusters Score -6121103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -6121105.000000 Penalty: 5145.840332
	Iteration 77Q: 3 clusters Score -6121105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -6121102.500000 Penalty: 5145.840332
	Iteration 78Q: 3 clusters Score -6121102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -6121107.000000 Penalty: 5145.840332
	Iteration 79Q: 3 clusters Score -6121107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -6121100.000000 Penalty: 5145.840332
	Iteration 80F: 3 clusters Score -6121100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -6121112.500000 Penalty: 5145.840332
	Iteration 81Q: 3 clusters Score -6121112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -6121118.500000 Penalty: 5145.840332
	Iteration 82Q: 3 clusters Score -6121118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -6121109.000000 Penalty: 5145.840332
	Iteration 83Q: 3 clusters Score -6121109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -6121116.500000 Penalty: 5145.840332
	Iteration 84Q: 3 clusters Score -6121116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -6121113.500000 Penalty: 5145.840332
	Iteration 85Q: 3 clusters Score -6121114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -6121122.500000 Penalty: 5145.840332
	Iteration 86Q: 3 clusters Score -6121122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -6121129.000000 Penalty: 5145.840332
	Iteration 87Q: 3 clusters Score -6121129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -6121128.500000 Penalty: 5145.840332
	Iteration 88Q: 3 clusters Score -6121128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -6121128.500000 Penalty: 5145.840332
	Iteration 89Q: 3 clusters Score -6121128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6121135.500000 Penalty: 5145.840332
	Iteration 90Q: 3 clusters Score -6121136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -6121133.500000 Penalty: 5145.840332
	Iteration 91Q: 3 clusters Score -6121134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -6121138.000000 Penalty: 5145.840332
	Iteration 92Q: 3 clusters Score -6121138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -6121134.000000 Penalty: 5145.840332
	Iteration 93Q: 3 clusters Score -6121134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -6121136.000000 Penalty: 5145.840332
	Iteration 94Q: 3 clusters Score -6121136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -6121137.500000 Penalty: 5145.840332
	Iteration 95Q: 3 clusters Score -6121138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -6121137.500000 Penalty: 5145.840332
	Iteration 96F: 3 clusters Score -6121138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -59347.957031 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -59347.96 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 220 members 
Entering Unmasked Estep 
Score: -58037.808594 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -58037.81 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58290.765625 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -58290.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58513.429688 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -58513.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58780.066406 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -58780.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58928.730469 Penalty: 2974.240234
	Iteration 4F: 3 clusters Score -58928.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59043.996094 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -59044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59075.304688 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -59075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59096.312500 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -59096.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59106.679688 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -59106.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59110.835938 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -59110.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59121.550781 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -59121.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59125.480469 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -59125.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59125.480469 Penalty: 2974.240234
	Iteration 12F: 3 clusters Score -59125.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -51388.250000 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -51388.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50197.308594 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -50197.31 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50392.632812 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -50392.63 nChanged 29
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: -50451.402344 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -50451.4 nChanged 11
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: -50473.089844 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -50473.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50476.394531 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -50476.39 nChanged 1
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: -50476.976562 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -50476.98 nChanged 1
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: -50477.300781 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -50477.3 nChanged 1
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: -50496.269531 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -50496.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50507.363281 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -50507.36 nChanged 2
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: -50510.312500 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -50510.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50511.089844 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -50511.09 nChanged 3
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: -50523.648438 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -50523.65 nChanged 4
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: -50530.097656 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -50530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50543.707031 Penalty: 2920.883301
	Iteration 13Q: 3 clusters Score -50543.71 nChanged 2
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: -50546.660156 Penalty: 2920.883301
	Iteration 14Q: 3 clusters Score -50546.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50552.445312 Penalty: 2920.883301
	Iteration 15Q: 3 clusters Score -50552.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50557.042969 Penalty: 2920.883301
	Iteration 16Q: 3 clusters Score -50557.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50557.042969 Penalty: 2920.883301
	Iteration 17F: 3 clusters Score -50557.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Entering Unmasked Estep 
Score: -5316360.500000 Penalty: 2538.818115
	Iteration 0F: 2 clusters Score -5316360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5297226.000000 Penalty: 5077.636230
	Iteration 0F: 3 clusters Score -5297226 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -5304068.500000 Penalty: 5077.636230
	Iteration 1F: 3 clusters Score -5304068 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -5304478.500000 Penalty: 5077.636230
	Iteration 2Q: 3 clusters Score -5304478 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -5304900.500000 Penalty: 5077.636230
	Iteration 3Q: 3 clusters Score -5304900 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5305368.500000 Penalty: 5077.636230
	Iteration 4Q: 3 clusters Score -5305368 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -5305914.000000 Penalty: 5077.636230
	Iteration 5Q: 3 clusters Score -5305914 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -5306635.000000 Penalty: 5077.636230
	Iteration 6Q: 3 clusters Score -5306635 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -5307709.000000 Penalty: 5077.636230
	Iteration 7F: 3 clusters Score -5307709 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5309075.500000 Penalty: 5077.636230
	Iteration 8F: 3 clusters Score -5309076 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -5310550.500000 Penalty: 5077.636230
	Iteration 9F: 3 clusters Score -5310550 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5311862.000000 Penalty: 5077.636230
	Iteration 10F: 3 clusters Score -5311862 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5312862.500000 Penalty: 5077.636230
	Iteration 11Q: 3 clusters Score -5312862 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5313488.500000 Penalty: 5077.636230
	Iteration 12Q: 3 clusters Score -5313488 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5313845.500000 Penalty: 5077.636230
	Iteration 13Q: 3 clusters Score -5313846 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5314040.000000 Penalty: 5077.636230
	Iteration 14Q: 3 clusters Score -5314040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5314100.500000 Penalty: 5077.636230
	Iteration 15Q: 3 clusters Score -5314100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5314148.500000 Penalty: 5077.636230
	Iteration 16Q: 3 clusters Score -5314148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5314197.500000 Penalty: 5077.636230
	Iteration 17Q: 3 clusters Score -5314198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5314228.000000 Penalty: 5077.636230
	Iteration 18Q: 3 clusters Score -5314228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5314246.000000 Penalty: 5077.636230
	Iteration 19Q: 3 clusters Score -5314246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5314251.000000 Penalty: 5077.636230
	Iteration 20F: 3 clusters Score -5314251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5314258.000000 Penalty: 5077.636230
	Iteration 21Q: 3 clusters Score -5314258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5314250.500000 Penalty: 5077.636230
	Iteration 22Q: 3 clusters Score -5314250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5314252.000000 Penalty: 5077.636230
	Iteration 23Q: 3 clusters Score -5314252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5314249.500000 Penalty: 5077.636230
	Iteration 24Q: 3 clusters Score -5314250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5314254.000000 Penalty: 5077.636230
	Iteration 25Q: 3 clusters Score -5314254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5314257.500000 Penalty: 5077.636230
	Iteration 26Q: 3 clusters Score -5314258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5314261.000000 Penalty: 5077.636230
	Iteration 27Q: 3 clusters Score -5314261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5314262.000000 Penalty: 5077.636230
	Iteration 28Q: 3 clusters Score -5314262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5314261.500000 Penalty: 5077.636230
	Iteration 29Q: 3 clusters Score -5314262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5314271.500000 Penalty: 5077.636230
	Iteration 30Q: 3 clusters Score -5314272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5314272.500000 Penalty: 5077.636230
	Iteration 31Q: 3 clusters Score -5314272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5314272.500000 Penalty: 5077.636230
	Iteration 32Q: 3 clusters Score -5314272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5314275.500000 Penalty: 5077.636230
	Iteration 33Q: 3 clusters Score -5314276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5314279.000000 Penalty: 5077.636230
	Iteration 34Q: 3 clusters Score -5314279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5314272.000000 Penalty: 5077.636230
	Iteration 35Q: 3 clusters Score -5314272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5314275.000000 Penalty: 5077.636230
	Iteration 36Q: 3 clusters Score -5314275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5314274.000000 Penalty: 5077.636230
	Iteration 37Q: 3 clusters Score -5314274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5314274.500000 Penalty: 5077.636230
	Iteration 38Q: 3 clusters Score -5314274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5314279.000000 Penalty: 5077.636230
	Iteration 39Q: 3 clusters Score -5314279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5314282.000000 Penalty: 5077.636230
	Iteration 40F: 3 clusters Score -5314282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Entering Unmasked Estep 
Score: -10371688.000000 Penalty: 2709.779785
	Iteration 0F: 2 clusters Score -1.037169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -10335024.000000 Penalty: 5419.559570
	Iteration 0F: 3 clusters Score -1.033502e+07 nChanged 25656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -10349294.000000 Penalty: 5419.559570
	Iteration 1F: 3 clusters Score -1.034929e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -10349905.000000 Penalty: 5419.559570
	Iteration 2Q: 3 clusters Score -1.03499e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -10350663.000000 Penalty: 5419.559570
	Iteration 3Q: 3 clusters Score -1.035066e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -10351669.000000 Penalty: 5419.559570
	Iteration 4Q: 3 clusters Score -1.035167e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -10352967.000000 Penalty: 5419.559570
	Iteration 5F: 3 clusters Score -1.035297e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -10354849.000000 Penalty: 5419.559570
	Iteration 6F: 3 clusters Score -1.035485e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -10357377.000000 Penalty: 5419.559570
	Iteration 7F: 3 clusters Score -1.035738e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -10360339.000000 Penalty: 5419.559570
	Iteration 8F: 3 clusters Score -1.036034e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -10363241.000000 Penalty: 5419.559570
	Iteration 9F: 3 clusters Score -1.036324e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -10365781.000000 Penalty: 5419.559570
	Iteration 10F: 3 clusters Score -1.036578e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -10367383.000000 Penalty: 5419.559570
	Iteration 11Q: 3 clusters Score -1.036738e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -10368365.000000 Penalty: 5419.559570
	Iteration 12Q: 3 clusters Score -1.036836e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -10368843.000000 Penalty: 5419.559570
	Iteration 13Q: 3 clusters Score -1.036884e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -10369037.000000 Penalty: 5419.559570
	Iteration 14Q: 3 clusters Score -1.036904e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -10369118.000000 Penalty: 5419.559570
	Iteration 15Q: 3 clusters Score -1.036912e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -10369171.000000 Penalty: 5419.559570
	Iteration 16Q: 3 clusters Score -1.036917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -10369250.000000 Penalty: 5419.559570
	Iteration 17Q: 3 clusters Score -1.036925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -10369303.000000 Penalty: 5419.559570
	Iteration 18Q: 3 clusters Score -1.03693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -10369303.000000 Penalty: 5419.559570
	Iteration 19Q: 3 clusters Score -1.03693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -10369326.000000 Penalty: 5419.559570
	Iteration 20F: 3 clusters Score -1.036933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -10369329.000000 Penalty: 5419.559570
	Iteration 21Q: 3 clusters Score -1.036933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -10369337.000000 Penalty: 5419.559570
	Iteration 22Q: 3 clusters Score -1.036934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -10369359.000000 Penalty: 5419.559570
	Iteration 23Q: 3 clusters Score -1.036936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -10369353.000000 Penalty: 5419.559570
	Iteration 24Q: 3 clusters Score -1.036935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -10369351.000000 Penalty: 5419.559570
	Iteration 25Q: 3 clusters Score -1.036935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -10369364.000000 Penalty: 5419.559570
	Iteration 26Q: 3 clusters Score -1.036936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -10369363.000000 Penalty: 5419.559570
	Iteration 27Q: 3 clusters Score -1.036936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -10369371.000000 Penalty: 5419.559570
	Iteration 28Q: 3 clusters Score -1.036937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -10369376.000000 Penalty: 5419.559570
	Iteration 29Q: 3 clusters Score -1.036938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -10369379.000000 Penalty: 5419.559570
	Iteration 30Q: 3 clusters Score -1.036938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -10369379.000000 Penalty: 5419.559570
	Iteration 31F: 3 clusters Score -1.036938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Entering Unmasked Estep 
Score: -3963600.500000 Penalty: 2447.268066
	Iteration 0F: 2 clusters Score -3963600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3950114.750000 Penalty: 4894.536133
	Iteration 0F: 3 clusters Score -3950115 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3954578.000000 Penalty: 4894.536133
	Iteration 1F: 3 clusters Score -3954578 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3954948.500000 Penalty: 4894.536133
	Iteration 2F: 3 clusters Score -3954948 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3955245.250000 Penalty: 4894.536133
	Iteration 3Q: 3 clusters Score -3955245 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3955494.000000 Penalty: 4894.536133
	Iteration 4Q: 3 clusters Score -3955494 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3955703.000000 Penalty: 4894.536133
	Iteration 5Q: 3 clusters Score -3955703 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3955955.500000 Penalty: 4894.536133
	Iteration 6Q: 3 clusters Score -3955956 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3956214.000000 Penalty: 4894.536133
	Iteration 7Q: 3 clusters Score -3956214 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3956547.000000 Penalty: 4894.536133
	Iteration 8Q: 3 clusters Score -3956547 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3957031.750000 Penalty: 4894.536133
	Iteration 9Q: 3 clusters Score -3957032 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3957602.500000 Penalty: 4894.536133
	Iteration 10Q: 3 clusters Score -3957602 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3958220.000000 Penalty: 4894.536133
	Iteration 11F: 3 clusters Score -3958220 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3958881.000000 Penalty: 4894.536133
	Iteration 12Q: 3 clusters Score -3958881 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3959520.000000 Penalty: 4894.536133
	Iteration 13Q: 3 clusters Score -3959520 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3960077.750000 Penalty: 4894.536133
	Iteration 14Q: 3 clusters Score -3960078 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3960457.000000 Penalty: 4894.536133
	Iteration 15Q: 3 clusters Score -3960457 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3960763.750000 Penalty: 4894.536133
	Iteration 16Q: 3 clusters Score -3960764 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3960997.500000 Penalty: 4894.536133
	Iteration 17Q: 3 clusters Score -3960998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3961146.750000 Penalty: 4894.536133
	Iteration 18Q: 3 clusters Score -3961147 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3961255.000000 Penalty: 4894.536133
	Iteration 19Q: 3 clusters Score -3961255 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3961311.750000 Penalty: 4894.536133
	Iteration 20F: 3 clusters Score -3961312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3961362.250000 Penalty: 4894.536133
	Iteration 21Q: 3 clusters Score -3961362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3961391.750000 Penalty: 4894.536133
	Iteration 22Q: 3 clusters Score -3961392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3961415.750000 Penalty: 4894.536133
	Iteration 23Q: 3 clusters Score -3961416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3961422.750000 Penalty: 4894.536133
	Iteration 24Q: 3 clusters Score -3961423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3961429.750000 Penalty: 4894.536133
	Iteration 25Q: 3 clusters Score -3961430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3961445.000000 Penalty: 4894.536133
	Iteration 26Q: 3 clusters Score -3961445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3961451.750000 Penalty: 4894.536133
	Iteration 27Q: 3 clusters Score -3961452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3961450.250000 Penalty: 4894.536133
	Iteration 28Q: 3 clusters Score -3961450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3961453.000000 Penalty: 4894.536133
	Iteration 29Q: 3 clusters Score -3961453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3961452.500000 Penalty: 4894.536133
	Iteration 30Q: 3 clusters Score -3961452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3961455.000000 Penalty: 4894.536133
	Iteration 31Q: 3 clusters Score -3961455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3961458.000000 Penalty: 4894.536133
	Iteration 32Q: 3 clusters Score -3961458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3961458.250000 Penalty: 4894.536133
	Iteration 33Q: 3 clusters Score -3961458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3961461.500000 Penalty: 4894.536133
	Iteration 34Q: 3 clusters Score -3961462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3961460.000000 Penalty: 4894.536133
	Iteration 35Q: 3 clusters Score -3961460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3961460.500000 Penalty: 4894.536133
	Iteration 36Q: 3 clusters Score -3961460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3961460.500000 Penalty: 4894.536133
	Iteration 37F: 3 clusters Score -3961460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Entering Unmasked Estep 
Score: -2803554.250000 Penalty: 2354.179199
	Iteration 0F: 2 clusters Score -2803554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2794053.500000 Penalty: 4708.358398
	Iteration 0F: 3 clusters Score -2794054 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2796983.500000 Penalty: 4708.358398
	Iteration 1F: 3 clusters Score -2796984 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2797318.250000 Penalty: 4708.358398
	Iteration 2F: 3 clusters Score -2797318 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2797543.250000 Penalty: 4708.358398
	Iteration 3Q: 3 clusters Score -2797543 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2797732.750000 Penalty: 4708.358398
	Iteration 4Q: 3 clusters Score -2797733 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2797890.000000 Penalty: 4708.358398
	Iteration 5Q: 3 clusters Score -2797890 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2798067.250000 Penalty: 4708.358398
	Iteration 6Q: 3 clusters Score -2798067 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2798262.500000 Penalty: 4708.358398
	Iteration 7Q: 3 clusters Score -2798262 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2798501.000000 Penalty: 4708.358398
	Iteration 8Q: 3 clusters Score -2798501 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2798763.000000 Penalty: 4708.358398
	Iteration 9Q: 3 clusters Score -2798763 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2799062.000000 Penalty: 4708.358398
	Iteration 10Q: 3 clusters Score -2799062 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2799429.500000 Penalty: 4708.358398
	Iteration 11Q: 3 clusters Score -2799430 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2799841.250000 Penalty: 4708.358398
	Iteration 12Q: 3 clusters Score -2799841 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2800263.750000 Penalty: 4708.358398
	Iteration 13Q: 3 clusters Score -2800264 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2800662.000000 Penalty: 4708.358398
	Iteration 14Q: 3 clusters Score -2800662 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2800949.750000 Penalty: 4708.358398
	Iteration 15Q: 3 clusters Score -2800950 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2801138.750000 Penalty: 4708.358398
	Iteration 16Q: 3 clusters Score -2801139 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2801248.500000 Penalty: 4708.358398
	Iteration 17Q: 3 clusters Score -2801248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2801347.750000 Penalty: 4708.358398
	Iteration 18Q: 3 clusters Score -2801348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2801401.000000 Penalty: 4708.358398
	Iteration 19Q: 3 clusters Score -2801401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2801452.750000 Penalty: 4708.358398
	Iteration 20F: 3 clusters Score -2801453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2801469.750000 Penalty: 4708.358398
	Iteration 21Q: 3 clusters Score -2801470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2801487.250000 Penalty: 4708.358398
	Iteration 22Q: 3 clusters Score -2801487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2801495.000000 Penalty: 4708.358398
	Iteration 23Q: 3 clusters Score -2801495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2801502.500000 Penalty: 4708.358398
	Iteration 24Q: 3 clusters Score -2801502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2801508.500000 Penalty: 4708.358398
	Iteration 25Q: 3 clusters Score -2801508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2801519.000000 Penalty: 4708.358398
	Iteration 26Q: 3 clusters Score -2801519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2801523.750000 Penalty: 4708.358398
	Iteration 27Q: 3 clusters Score -2801524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2801522.000000 Penalty: 4708.358398
	Iteration 28Q: 3 clusters Score -2801522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2801529.250000 Penalty: 4708.358398
	Iteration 29Q: 3 clusters Score -2801529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2801538.000000 Penalty: 4708.358398
	Iteration 30Q: 3 clusters Score -2801538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2801539.750000 Penalty: 4708.358398
	Iteration 31Q: 3 clusters Score -2801540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2801537.000000 Penalty: 4708.358398
	Iteration 32Q: 3 clusters Score -2801537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2801540.750000 Penalty: 4708.358398
	Iteration 33Q: 3 clusters Score -2801541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2801540.750000 Penalty: 4708.358398
	Iteration 34F: 3 clusters Score -2801541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Entering Unmasked Estep 
Score: -1319848.750000 Penalty: 2203.760742
	Iteration 0F: 2 clusters Score -1319849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1313842.125000 Penalty: 4407.521484
	Iteration 0F: 3 clusters Score -1313842 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1315656.125000 Penalty: 4407.521484
	Iteration 1F: 3 clusters Score -1315656 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1316221.500000 Penalty: 4407.521484
	Iteration 2F: 3 clusters Score -1316222 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1316786.250000 Penalty: 4407.521484
	Iteration 3F: 3 clusters Score -1316786 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1317364.000000 Penalty: 4407.521484
	Iteration 4F: 3 clusters Score -1317364 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1317892.000000 Penalty: 4407.521484
	Iteration 5F: 3 clusters Score -1317892 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1318262.750000 Penalty: 4407.521484
	Iteration 6F: 3 clusters Score -1318263 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1318512.250000 Penalty: 4407.521484
	Iteration 7Q: 3 clusters Score -1318512 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1318669.375000 Penalty: 4407.521484
	Iteration 8Q: 3 clusters Score -1318669 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1318781.250000 Penalty: 4407.521484
	Iteration 9Q: 3 clusters Score -1318781 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1318865.375000 Penalty: 4407.521484
	Iteration 10Q: 3 clusters Score -1318865 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1318942.500000 Penalty: 4407.521484
	Iteration 11Q: 3 clusters Score -1318942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1318996.750000 Penalty: 4407.521484
	Iteration 12Q: 3 clusters Score -1318997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1319033.375000 Penalty: 4407.521484
	Iteration 13Q: 3 clusters Score -1319033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1319074.875000 Penalty: 4407.521484
	Iteration 14Q: 3 clusters Score -1319075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1319108.625000 Penalty: 4407.521484
	Iteration 15Q: 3 clusters Score -1319109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1319146.000000 Penalty: 4407.521484
	Iteration 16Q: 3 clusters Score -1319146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1319175.500000 Penalty: 4407.521484
	Iteration 17Q: 3 clusters Score -1319176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1319199.750000 Penalty: 4407.521484
	Iteration 18Q: 3 clusters Score -1319200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1319220.125000 Penalty: 4407.521484
	Iteration 19Q: 3 clusters Score -1319220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1319234.250000 Penalty: 4407.521484
	Iteration 20F: 3 clusters Score -1319234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1319246.125000 Penalty: 4407.521484
	Iteration 21Q: 3 clusters Score -1319246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1319256.625000 Penalty: 4407.521484
	Iteration 22Q: 3 clusters Score -1319257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1319264.500000 Penalty: 4407.521484
	Iteration 23Q: 3 clusters Score -1319264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1319269.625000 Penalty: 4407.521484
	Iteration 24Q: 3 clusters Score -1319270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1319276.375000 Penalty: 4407.521484
	Iteration 25Q: 3 clusters Score -1319276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1319276.750000 Penalty: 4407.521484
	Iteration 26Q: 3 clusters Score -1319277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1319279.125000 Penalty: 4407.521484
	Iteration 27Q: 3 clusters Score -1319279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1319279.500000 Penalty: 4407.521484
	Iteration 28Q: 3 clusters Score -1319280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1319279.000000 Penalty: 4407.521484
	Iteration 29Q: 3 clusters Score -1319279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1319279.625000 Penalty: 4407.521484
	Iteration 30Q: 3 clusters Score -1319280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1319277.250000 Penalty: 4407.521484
	Iteration 31Q: 3 clusters Score -1319277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1319281.875000 Penalty: 4407.521484
	Iteration 32Q: 3 clusters Score -1319282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1319282.625000 Penalty: 4407.521484
	Iteration 33Q: 3 clusters Score -1319283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1319280.375000 Penalty: 4407.521484
	Iteration 34Q: 3 clusters Score -1319280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1319279.875000 Penalty: 4407.521484
	Iteration 35Q: 3 clusters Score -1319280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1319280.250000 Penalty: 4407.521484
	Iteration 36Q: 3 clusters Score -1319280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1319280.250000 Penalty: 4407.521484
	Iteration 37F: 3 clusters Score -1319280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Entering Unmasked Estep 
Score: -4972216.500000 Penalty: 2518.860107
	Iteration 0F: 2 clusters Score -4972216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -4954477.000000 Penalty: 5037.720215
	Iteration 0F: 3 clusters Score -4954477 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4960704.000000 Penalty: 5037.720215
	Iteration 1F: 3 clusters Score -4960704 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4961302.500000 Penalty: 5037.720215
	Iteration 2F: 3 clusters Score -4961302 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4962007.000000 Penalty: 5037.720215
	Iteration 3F: 3 clusters Score -4962007 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4963046.000000 Penalty: 5037.720215
	Iteration 4F: 3 clusters Score -4963046 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -4964421.000000 Penalty: 5037.720215
	Iteration 5F: 3 clusters Score -4964421 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4966056.500000 Penalty: 5037.720215
	Iteration 6F: 3 clusters Score -4966056 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4967704.500000 Penalty: 5037.720215
	Iteration 7F: 3 clusters Score -4967704 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4969224.500000 Penalty: 5037.720215
	Iteration 8F: 3 clusters Score -4969224 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -4970181.000000 Penalty: 5037.720215
	Iteration 9Q: 3 clusters Score -4970181 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -4970666.000000 Penalty: 5037.720215
	Iteration 10Q: 3 clusters Score -4970666 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4970907.000000 Penalty: 5037.720215
	Iteration 11Q: 3 clusters Score -4970907 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4971051.000000 Penalty: 5037.720215
	Iteration 12Q: 3 clusters Score -4971051 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -4971152.500000 Penalty: 5037.720215
	Iteration 13Q: 3 clusters Score -4971152 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -4971197.500000 Penalty: 5037.720215
	Iteration 14Q: 3 clusters Score -4971198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -4971243.000000 Penalty: 5037.720215
	Iteration 15Q: 3 clusters Score -4971243 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4971263.500000 Penalty: 5037.720215
	Iteration 16Q: 3 clusters Score -4971264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4971278.500000 Penalty: 5037.720215
	Iteration 17Q: 3 clusters Score -4971278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4971305.500000 Penalty: 5037.720215
	Iteration 18Q: 3 clusters Score -4971306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -4971318.000000 Penalty: 5037.720215
	Iteration 19Q: 3 clusters Score -4971318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4971319.000000 Penalty: 5037.720215
	Iteration 20F: 3 clusters Score -4971319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -4971330.000000 Penalty: 5037.720215
	Iteration 21Q: 3 clusters Score -4971330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4971333.500000 Penalty: 5037.720215
	Iteration 22Q: 3 clusters Score -4971334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -4971322.500000 Penalty: 5037.720215
	Iteration 23Q: 3 clusters Score -4971322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4971329.500000 Penalty: 5037.720215
	Iteration 24Q: 3 clusters Score -4971330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -4971340.500000 Penalty: 5037.720215
	Iteration 25Q: 3 clusters Score -4971340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4971342.500000 Penalty: 5037.720215
	Iteration 26Q: 3 clusters Score -4971342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4971342.500000 Penalty: 5037.720215
	Iteration 27Q: 3 clusters Score -4971342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4971337.500000 Penalty: 5037.720215
	Iteration 28Q: 3 clusters Score -4971338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -4971334.000000 Penalty: 5037.720215
	Iteration 29Q: 3 clusters Score -4971334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4971333.500000 Penalty: 5037.720215
	Iteration 30Q: 3 clusters Score -4971334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4971337.500000 Penalty: 5037.720215
	Iteration 31Q: 3 clusters Score -4971338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4971335.000000 Penalty: 5037.720215
	Iteration 32Q: 3 clusters Score -4971335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4971333.500000 Penalty: 5037.720215
	Iteration 33Q: 3 clusters Score -4971334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4971330.500000 Penalty: 5037.720215
	Iteration 34Q: 3 clusters Score -4971330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4971335.500000 Penalty: 5037.720215
	Iteration 35Q: 3 clusters Score -4971336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -4971345.500000 Penalty: 5037.720215
	Iteration 36Q: 3 clusters Score -4971346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -4971344.000000 Penalty: 5037.720215
	Iteration 37Q: 3 clusters Score -4971344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -4971341.000000 Penalty: 5037.720215
	Iteration 38Q: 3 clusters Score -4971341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4971335.000000 Penalty: 5037.720215
	Iteration 39Q: 3 clusters Score -4971335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -4971343.500000 Penalty: 5037.720215
	Iteration 40F: 3 clusters Score -4971344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4971344.000000 Penalty: 5037.720215
	Iteration 41Q: 3 clusters Score -4971344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4971344.000000 Penalty: 5037.720215
	Iteration 42Q: 3 clusters Score -4971344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -4971340.500000 Penalty: 5037.720215
	Iteration 43Q: 3 clusters Score -4971340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -4971342.500000 Penalty: 5037.720215
	Iteration 44Q: 3 clusters Score -4971342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -4971343.500000 Penalty: 5037.720215
	Iteration 45Q: 3 clusters Score -4971344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4971343.000000 Penalty: 5037.720215
	Iteration 46Q: 3 clusters Score -4971343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4971337.000000 Penalty: 5037.720215
	Iteration 47Q: 3 clusters Score -4971337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4971336.500000 Penalty: 5037.720215
	Iteration 48Q: 3 clusters Score -4971336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4971336.500000 Penalty: 5037.720215
	Iteration 49F: 3 clusters Score -4971336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Entering Unmasked Estep 
Score: -8078286.500000 Penalty: 2637.232666
	Iteration 0F: 2 clusters Score -8078286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -8054613.500000 Penalty: 5274.465332
	Iteration 0F: 3 clusters Score -8054614 nChanged 19079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -8065222.500000 Penalty: 5274.465332
	Iteration 1F: 3 clusters Score -8065222 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -8065705.500000 Penalty: 5274.465332
	Iteration 2Q: 3 clusters Score -8065706 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -8066165.500000 Penalty: 5274.465332
	Iteration 3Q: 3 clusters Score -8066166 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -8066559.000000 Penalty: 5274.465332
	Iteration 4Q: 3 clusters Score -8066559 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8066926.500000 Penalty: 5274.465332
	Iteration 5Q: 3 clusters Score -8066926 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -8067341.500000 Penalty: 5274.465332
	Iteration 6Q: 3 clusters Score -8067342 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -8067758.500000 Penalty: 5274.465332
	Iteration 7Q: 3 clusters Score -8067758 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -8068294.500000 Penalty: 5274.465332
	Iteration 8Q: 3 clusters Score -8068294 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -8068995.000000 Penalty: 5274.465332
	Iteration 9Q: 3 clusters Score -8068995 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -8070124.500000 Penalty: 5274.465332
	Iteration 10Q: 3 clusters Score -8070124 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -8071852.000000 Penalty: 5274.465332
	Iteration 11F: 3 clusters Score -8071852 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -8074226.000000 Penalty: 5274.465332
	Iteration 12F: 3 clusters Score -8074226 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -8076196.000000 Penalty: 5274.465332
	Iteration 13F: 3 clusters Score -8076196 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -8077329.500000 Penalty: 5274.465332
	Iteration 14Q: 3 clusters Score -8077330 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -8078126.000000 Penalty: 5274.465332
	Iteration 15Q: 3 clusters Score -8078126 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -8078722.500000 Penalty: 5274.465332
	Iteration 16Q: 3 clusters Score -8078722 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -8078936.000000 Penalty: 5274.465332
	Iteration 17Q: 3 clusters Score -8078936 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -8079099.500000 Penalty: 5274.465332
	Iteration 18Q: 3 clusters Score -8079100 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -8079169.000000 Penalty: 5274.465332
	Iteration 19Q: 3 clusters Score -8079169 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -8079277.500000 Penalty: 5274.465332
	Iteration 20F: 3 clusters Score -8079278 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -8079288.000000 Penalty: 5274.465332
	Iteration 21Q: 3 clusters Score -8079288 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -8079180.500000 Penalty: 5274.465332
	Iteration 22Q: 3 clusters Score -8079180 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -8079212.000000 Penalty: 5274.465332
	Iteration 23Q: 3 clusters Score -8079212 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -8079302.500000 Penalty: 5274.465332
	Iteration 24Q: 3 clusters Score -8079302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -8079296.500000 Penalty: 5274.465332
	Iteration 25Q: 3 clusters Score -8079296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -8079283.500000 Penalty: 5274.465332
	Iteration 26Q: 3 clusters Score -8079284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -8079294.500000 Penalty: 5274.465332
	Iteration 27Q: 3 clusters Score -8079294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -8079315.500000 Penalty: 5274.465332
	Iteration 28Q: 3 clusters Score -8079316 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -8079347.500000 Penalty: 5274.465332
	Iteration 29Q: 3 clusters Score -8079348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -8079342.000000 Penalty: 5274.465332
	Iteration 30Q: 3 clusters Score -8079342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -8079333.500000 Penalty: 5274.465332
	Iteration 31Q: 3 clusters Score -8079334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -8079337.000000 Penalty: 5274.465332
	Iteration 32Q: 3 clusters Score -8079337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8079331.500000 Penalty: 5274.465332
	Iteration 33Q: 3 clusters Score -8079332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8079337.500000 Penalty: 5274.465332
	Iteration 34Q: 3 clusters Score -8079338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -8079314.500000 Penalty: 5274.465332
	Iteration 35Q: 3 clusters Score -8079314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -8079319.000000 Penalty: 5274.465332
	Iteration 36Q: 3 clusters Score -8079319 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -8079307.000000 Penalty: 5274.465332
	Iteration 37Q: 3 clusters Score -8079307 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -8079337.500000 Penalty: 5274.465332
	Iteration 38Q: 3 clusters Score -8079338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -8079327.000000 Penalty: 5274.465332
	Iteration 39Q: 3 clusters Score -8079327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -8079324.500000 Penalty: 5274.465332
	Iteration 40F: 3 clusters Score -8079324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -8079326.500000 Penalty: 5274.465332
	Iteration 41Q: 3 clusters Score -8079326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -8079325.500000 Penalty: 5274.465332
	Iteration 42Q: 3 clusters Score -8079326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -8079315.000000 Penalty: 5274.465332
	Iteration 43Q: 3 clusters Score -8079315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -8079323.500000 Penalty: 5274.465332
	Iteration 44Q: 3 clusters Score -8079324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -8079313.000000 Penalty: 5274.465332
	Iteration 45Q: 3 clusters Score -8079313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -8079319.000000 Penalty: 5274.465332
	Iteration 46Q: 3 clusters Score -8079319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -8079315.000000 Penalty: 5274.465332
	Iteration 47Q: 3 clusters Score -8079315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -8079320.500000 Penalty: 5274.465332
	Iteration 48Q: 3 clusters Score -8079320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -8079315.000000 Penalty: 5274.465332
	Iteration 49Q: 3 clusters Score -8079315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -8079328.000000 Penalty: 5274.465332
	Iteration 50Q: 3 clusters Score -8079328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -8079328.000000 Penalty: 5274.465332
	Iteration 51F: 3 clusters Score -8079328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37469 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 32038 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27922 members 
Mstep: Class 14 contains 55633 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 13262 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 28188 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 15866 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35464 members 
Mstep: Class 35 contains 35536 members 
Mstep: Class 36 contains 37836 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12262 members 
Mstep: Class 45 contains 12775 members 
Mstep: Class 46 contains 6642 members 
Mstep: Class 47 contains 42834 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16635 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4771 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14893 members 
Mstep: Class 57 contains 17359 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36120 members 
Mstep: Class 60 contains 38797 members 
Mstep: Class 61 contains 15646 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16310 members 
Mstep: Class 65 contains 3221 members 
Mstep: Class 66 contains 20281 members 
Mstep: Class 67 contains 13335 members 
Entering Unmasked Estep 
Score: -161345520.000000 Penalty: 226638.109375
Splitting cluster 19 changes total score from -161346320.000000 to -161345520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (31267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Entering Unmasked Estep 
Score: -6055024.500000 Penalty: 2566.879150
	Iteration 0F: 2 clusters Score -6055024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -6035034.500000 Penalty: 5133.758301
	Iteration 0F: 3 clusters Score -6035034 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -6042840.000000 Penalty: 5133.758301
	Iteration 1F: 3 clusters Score -6042840 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -6043483.000000 Penalty: 5133.758301
	Iteration 2F: 3 clusters Score -6043483 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -6044230.000000 Penalty: 5133.758301
	Iteration 3F: 3 clusters Score -6044230 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -6045196.000000 Penalty: 5133.758301
	Iteration 4F: 3 clusters Score -6045196 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -6046359.000000 Penalty: 5133.758301
	Iteration 5F: 3 clusters Score -6046359 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -6047851.000000 Penalty: 5133.758301
	Iteration 6F: 3 clusters Score -6047851 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -6049690.500000 Penalty: 5133.758301
	Iteration 7F: 3 clusters Score -6049690 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -6051180.500000 Penalty: 5133.758301
	Iteration 8F: 3 clusters Score -6051180 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -6051952.000000 Penalty: 5133.758301
	Iteration 9F: 3 clusters Score -6051952 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -6052269.500000 Penalty: 5133.758301
	Iteration 10Q: 3 clusters Score -6052270 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -6052505.500000 Penalty: 5133.758301
	Iteration 11Q: 3 clusters Score -6052506 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -6052645.500000 Penalty: 5133.758301
	Iteration 12Q: 3 clusters Score -6052646 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -6052817.500000 Penalty: 5133.758301
	Iteration 13Q: 3 clusters Score -6052818 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -6052980.500000 Penalty: 5133.758301
	Iteration 14Q: 3 clusters Score -6052980 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -6053135.000000 Penalty: 5133.758301
	Iteration 15Q: 3 clusters Score -6053135 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -6053255.500000 Penalty: 5133.758301
	Iteration 16Q: 3 clusters Score -6053256 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6053416.500000 Penalty: 5133.758301
	Iteration 17Q: 3 clusters Score -6053416 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -6053570.500000 Penalty: 5133.758301
	Iteration 18Q: 3 clusters Score -6053570 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -6053717.000000 Penalty: 5133.758301
	Iteration 19Q: 3 clusters Score -6053717 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -6053802.000000 Penalty: 5133.758301
	Iteration 20F: 3 clusters Score -6053802 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -6053884.500000 Penalty: 5133.758301
	Iteration 21Q: 3 clusters Score -6053884 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -6053969.500000 Penalty: 5133.758301
	Iteration 22Q: 3 clusters Score -6053970 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -6053998.500000 Penalty: 5133.758301
	Iteration 23Q: 3 clusters Score -6053998 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -6054053.000000 Penalty: 5133.758301
	Iteration 24Q: 3 clusters Score -6054053 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -6054062.000000 Penalty: 5133.758301
	Iteration 25Q: 3 clusters Score -6054062 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -6054078.000000 Penalty: 5133.758301
	Iteration 26Q: 3 clusters Score -6054078 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -6054102.000000 Penalty: 5133.758301
	Iteration 27Q: 3 clusters Score -6054102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -6054128.500000 Penalty: 5133.758301
	Iteration 28Q: 3 clusters Score -6054128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6054126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -6054133.500000 Penalty: 5133.758301
	Iteration 30Q: 3 clusters Score -6054134 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6054124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -6054120.000000 Penalty: 5133.758301
	Iteration 32Q: 3 clusters Score -6054120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -6054137.000000 Penalty: 5133.758301
	Iteration 33Q: 3 clusters Score -6054137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -6054148.000000 Penalty: 5133.758301
	Iteration 34Q: 3 clusters Score -6054148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -6054144.500000 Penalty: 5133.758301
	Iteration 35Q: 3 clusters Score -6054144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6054134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -6054132.500000 Penalty: 5133.758301
	Iteration 37Q: 3 clusters Score -6054132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6054136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6054128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -6054131.500000 Penalty: 5133.758301
	Iteration 40F: 3 clusters Score -6054132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -6054161.000000 Penalty: 5133.758301
	Iteration 41Q: 3 clusters Score -6054161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -6054159.000000 Penalty: 5133.758301
	Iteration 42Q: 3 clusters Score -6054159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -6054177.000000 Penalty: 5133.758301
	Iteration 43Q: 3 clusters Score -6054177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6054177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -6054174.500000 Penalty: 5133.758301
	Iteration 45Q: 3 clusters Score -6054174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -6054184.000000 Penalty: 5133.758301
	Iteration 46Q: 3 clusters Score -6054184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -6054187.500000 Penalty: 5133.758301
	Iteration 47Q: 3 clusters Score -6054188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -6054181.000000 Penalty: 5133.758301
	Iteration 48Q: 3 clusters Score -6054181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -6054170.000000 Penalty: 5133.758301
	Iteration 49Q: 3 clusters Score -6054170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -6054185.000000 Penalty: 5133.758301
	Iteration 50Q: 3 clusters Score -6054185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -6054193.500000 Penalty: 5133.758301
	Iteration 51Q: 3 clusters Score -6054194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6054194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -6054197.500000 Penalty: 5133.758301
	Iteration 53Q: 3 clusters Score -6054198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -6054206.500000 Penalty: 5133.758301
	Iteration 54Q: 3 clusters Score -6054206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -6054201.000000 Penalty: 5133.758301
	Iteration 55Q: 3 clusters Score -6054201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -6054205.000000 Penalty: 5133.758301
	Iteration 56Q: 3 clusters Score -6054205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6054210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6054206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -6054202.500000 Penalty: 5133.758301
	Iteration 59Q: 3 clusters Score -6054202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -6054209.500000 Penalty: 5133.758301
	Iteration 60F: 3 clusters Score -6054210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -6054199.500000 Penalty: 5133.758301
	Iteration 61Q: 3 clusters Score -6054200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6054197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6054194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -6054187.000000 Penalty: 5133.758301
	Iteration 64Q: 3 clusters Score -6054187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6054192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6054200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6054192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -6054178.000000 Penalty: 5133.758301
	Iteration 68Q: 3 clusters Score -6054178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -6054183.000000 Penalty: 5133.758301
	Iteration 69Q: 3 clusters Score -6054183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -6054184.500000 Penalty: 5133.758301
	Iteration 70Q: 3 clusters Score -6054184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -6054179.000000 Penalty: 5133.758301
	Iteration 71Q: 3 clusters Score -6054179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6054178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6054192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6054192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -6054203.000000 Penalty: 5133.758301
	Iteration 75Q: 3 clusters Score -6054203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -6054211.000000 Penalty: 5133.758301
	Iteration 76Q: 3 clusters Score -6054211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -6054206.000000 Penalty: 5133.758301
	Iteration 77Q: 3 clusters Score -6054206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6054194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -6054199.500000 Penalty: 5133.758301
	Iteration 79Q: 3 clusters Score -6054200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -6054207.000000 Penalty: 5133.758301
	Iteration 80F: 3 clusters Score -6054207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6054206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -6054215.000000 Penalty: 5133.758301
	Iteration 82Q: 3 clusters Score -6054215 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6054210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
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Entering Unmasked Estep 
Score: -6054218.500000 Penalty: 5133.758301
	Iteration 84Q: 3 clusters Score -6054218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -6054226.000000 Penalty: 5133.758301
	Iteration 85Q: 3 clusters Score -6054226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6054237 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
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Entering Unmasked Estep 
Score: -6054234.500000 Penalty: 5133.758301
	Iteration 87Q: 3 clusters Score -6054234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -6054239.500000 Penalty: 5133.758301
	Iteration 88Q: 3 clusters Score -6054240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -6054256.000000 Penalty: 5133.758301
	Iteration 89Q: 3 clusters Score -6054256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6054262.000000 Penalty: 5133.758301
	Iteration 90Q: 3 clusters Score -6054262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -6054269.500000 Penalty: 5133.758301
	Iteration 91Q: 3 clusters Score -6054270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -6054271.000000 Penalty: 5133.758301
	Iteration 92Q: 3 clusters Score -6054271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -6054275.500000 Penalty: 5133.758301
	Iteration 93Q: 3 clusters Score -6054276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -6054283.500000 Penalty: 5133.758301
	Iteration 94Q: 3 clusters Score -6054284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -6054282.500000 Penalty: 5133.758301
	Iteration 95Q: 3 clusters Score -6054282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6054274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -6054272.000000 Penalty: 5133.758301
	Iteration 97Q: 3 clusters Score -6054272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -6054280.000000 Penalty: 5133.758301
	Iteration 98Q: 3 clusters Score -6054280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6054274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -6054281.500000 Penalty: 5133.758301
	Iteration 100F: 3 clusters Score -6054282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -6054292.500000 Penalty: 5133.758301
	Iteration 101Q: 3 clusters Score -6054292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -6054301.500000 Penalty: 5133.758301
	Iteration 102Q: 3 clusters Score -6054302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6054291 nChanged 42
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Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6054293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -6054298.500000 Penalty: 5133.758301
	Iteration 105Q: 3 clusters Score -6054298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -6054312.000000 Penalty: 5133.758301
	Iteration 106Q: 3 clusters Score -6054312 nChanged 34
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Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -6054314.000000 Penalty: 5133.758301
	Iteration 107Q: 3 clusters Score -6054314 nChanged 32
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Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -6054309.500000 Penalty: 5133.758301
	Iteration 108Q: 3 clusters Score -6054310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -6054313.500000 Penalty: 5133.758301
	Iteration 109Q: 3 clusters Score -6054314 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6054312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -6054311.500000 Penalty: 5133.758301
	Iteration 111Q: 3 clusters Score -6054312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6054314 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6054312 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6054316 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6054310 nChanged 13
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Mstep: Class 1 contains 21930 members 
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Entering Unmasked Estep 
Score: -6054308.000000 Penalty: 5133.758301
	Iteration 116Q: 3 clusters Score -6054308 nChanged 7
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6054312 nChanged 2
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Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6054307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6054312 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -6054313.500000 Penalty: 5133.758301
	Iteration 120F: 3 clusters Score -6054314 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -6054316.500000 Penalty: 5133.758301
	Iteration 121Q: 3 clusters Score -6054316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -6054315.000000 Penalty: 5133.758301
	Iteration 122Q: 3 clusters Score -6054315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6054309.000000 Penalty: 5133.758301
	Iteration 123Q: 3 clusters Score -6054309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -6054319.000000 Penalty: 5133.758301
	Iteration 124Q: 3 clusters Score -6054319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -6054310.500000 Penalty: 5133.758301
	Iteration 125Q: 3 clusters Score -6054310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -6054320.000000 Penalty: 5133.758301
	Iteration 126Q: 3 clusters Score -6054320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -6054318.500000 Penalty: 5133.758301
	Iteration 127Q: 3 clusters Score -6054318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -6054312.500000 Penalty: 5133.758301
	Iteration 128Q: 3 clusters Score -6054312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -6054314.500000 Penalty: 5133.758301
	Iteration 129Q: 3 clusters Score -6054314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -6054313.000000 Penalty: 5133.758301
	Iteration 130Q: 3 clusters Score -6054313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -6054312.000000 Penalty: 5133.758301
	Iteration 131Q: 3 clusters Score -6054312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -6054312.000000 Penalty: 5133.758301
	Iteration 132Q: 3 clusters Score -6054312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -6054311.500000 Penalty: 5133.758301
	Iteration 133Q: 3 clusters Score -6054312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -6054311.500000 Penalty: 5133.758301
	Iteration 134F: 3 clusters Score -6054312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -274344.625000 Penalty: 1824.990112
	Iteration 0F: 2 clusters Score -274344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -272058.687500 Penalty: 3649.980225
	Iteration 0F: 3 clusters Score -272058.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -272683.937500 Penalty: 3649.980225
	Iteration 1F: 3 clusters Score -272683.9 nChanged 148
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: -272934.406250 Penalty: 3649.980225
	Iteration 2F: 3 clusters Score -272934.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -273104.687500 Penalty: 3649.980225
	Iteration 3F: 3 clusters Score -273104.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -273267.031250 Penalty: 3649.980225
	Iteration 4F: 3 clusters Score -273267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -273380.281250 Penalty: 3649.980225
	Iteration 5Q: 3 clusters Score -273380.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -273459.875000 Penalty: 3649.980225
	Iteration 6Q: 3 clusters Score -273459.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -273519.312500 Penalty: 3649.980225
	Iteration 7Q: 3 clusters Score -273519.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -273570.875000 Penalty: 3649.980225
	Iteration 8Q: 3 clusters Score -273570.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -273603.625000 Penalty: 3649.980225
	Iteration 9Q: 3 clusters Score -273603.6 nChanged 30
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: -273639.281250 Penalty: 3649.980225
	Iteration 10Q: 3 clusters Score -273639.3 nChanged 28
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: -273690.031250 Penalty: 3649.980225
	Iteration 11Q: 3 clusters Score -273690 nChanged 32
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: -273752.906250 Penalty: 3649.980225
	Iteration 12Q: 3 clusters Score -273752.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -273791.093750 Penalty: 3649.980225
	Iteration 13Q: 3 clusters Score -273791.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -273834.343750 Penalty: 3649.980225
	Iteration 14Q: 3 clusters Score -273834.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -273879.468750 Penalty: 3649.980225
	Iteration 15Q: 3 clusters Score -273879.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -273925.187500 Penalty: 3649.980225
	Iteration 16Q: 3 clusters Score -273925.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -273975.937500 Penalty: 3649.980225
	Iteration 17Q: 3 clusters Score -273975.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -274005.000000 Penalty: 3649.980225
	Iteration 18Q: 3 clusters Score -274005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -274027.187500 Penalty: 3649.980225
	Iteration 19Q: 3 clusters Score -274027.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -274048.812500 Penalty: 3649.980225
	Iteration 20F: 3 clusters Score -274048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -274062.125000 Penalty: 3649.980225
	Iteration 21Q: 3 clusters Score -274062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -274074.250000 Penalty: 3649.980225
	Iteration 22Q: 3 clusters Score -274074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -274090.593750 Penalty: 3649.980225
	Iteration 23Q: 3 clusters Score -274090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -274096.968750 Penalty: 3649.980225
	Iteration 24Q: 3 clusters Score -274097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -274103.718750 Penalty: 3649.980225
	Iteration 25Q: 3 clusters Score -274103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -274117.125000 Penalty: 3649.980225
	Iteration 26Q: 3 clusters Score -274117.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -274145.500000 Penalty: 3649.980225
	Iteration 27Q: 3 clusters Score -274145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -274169.875000 Penalty: 3649.980225
	Iteration 28Q: 3 clusters Score -274169.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -274189.718750 Penalty: 3649.980225
	Iteration 29Q: 3 clusters Score -274189.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -274198.625000 Penalty: 3649.980225
	Iteration 30Q: 3 clusters Score -274198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -274205.156250 Penalty: 3649.980225
	Iteration 31Q: 3 clusters Score -274205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -274209.781250 Penalty: 3649.980225
	Iteration 32Q: 3 clusters Score -274209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -274214.093750 Penalty: 3649.980225
	Iteration 33Q: 3 clusters Score -274214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -274214.968750 Penalty: 3649.980225
	Iteration 34Q: 3 clusters Score -274215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -274216.062500 Penalty: 3649.980225
	Iteration 35F: 3 clusters Score -274216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -274220.125000 Penalty: 3649.980225
	Iteration 36Q: 3 clusters Score -274220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -274225.875000 Penalty: 3649.980225
	Iteration 37Q: 3 clusters Score -274225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -274229.187500 Penalty: 3649.980225
	Iteration 38Q: 3 clusters Score -274229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -274230.281250 Penalty: 3649.980225
	Iteration 39Q: 3 clusters Score -274230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -274230.281250 Penalty: 3649.980225
	Iteration 40F: 3 clusters Score -274230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Entering Unmasked Estep 
Score: -3030284.250000 Penalty: 2386.564697
	Iteration 0F: 2 clusters Score -3030284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3019721.750000 Penalty: 4773.129395
	Iteration 0F: 3 clusters Score -3019722 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -3023155.000000 Penalty: 4773.129395
	Iteration 1F: 3 clusters Score -3023155 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3023466.500000 Penalty: 4773.129395
	Iteration 2F: 3 clusters Score -3023466 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3023636.000000 Penalty: 4773.129395
	Iteration 3Q: 3 clusters Score -3023636 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3023772.250000 Penalty: 4773.129395
	Iteration 4Q: 3 clusters Score -3023772 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3023885.750000 Penalty: 4773.129395
	Iteration 5Q: 3 clusters Score -3023886 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3024004.500000 Penalty: 4773.129395
	Iteration 6Q: 3 clusters Score -3024004 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3024102.250000 Penalty: 4773.129395
	Iteration 7Q: 3 clusters Score -3024102 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3024253.750000 Penalty: 4773.129395
	Iteration 8Q: 3 clusters Score -3024254 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3024439.000000 Penalty: 4773.129395
	Iteration 9Q: 3 clusters Score -3024439 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3024701.000000 Penalty: 4773.129395
	Iteration 10Q: 3 clusters Score -3024701 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3025046.750000 Penalty: 4773.129395
	Iteration 11Q: 3 clusters Score -3025047 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3025520.500000 Penalty: 4773.129395
	Iteration 12Q: 3 clusters Score -3025520 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3026080.000000 Penalty: 4773.129395
	Iteration 13F: 3 clusters Score -3026080 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3026690.500000 Penalty: 4773.129395
	Iteration 14F: 3 clusters Score -3026690 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3027229.750000 Penalty: 4773.129395
	Iteration 15Q: 3 clusters Score -3027230 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3027640.750000 Penalty: 4773.129395
	Iteration 16Q: 3 clusters Score -3027641 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3027876.750000 Penalty: 4773.129395
	Iteration 17Q: 3 clusters Score -3027877 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3028024.750000 Penalty: 4773.129395
	Iteration 18Q: 3 clusters Score -3028025 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3028124.750000 Penalty: 4773.129395
	Iteration 19Q: 3 clusters Score -3028125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3028168.750000 Penalty: 4773.129395
	Iteration 20F: 3 clusters Score -3028169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3028192.250000 Penalty: 4773.129395
	Iteration 21Q: 3 clusters Score -3028192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3028212.000000 Penalty: 4773.129395
	Iteration 22Q: 3 clusters Score -3028212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3028241.750000 Penalty: 4773.129395
	Iteration 23Q: 3 clusters Score -3028242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3028261.750000 Penalty: 4773.129395
	Iteration 24Q: 3 clusters Score -3028262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3028271.250000 Penalty: 4773.129395
	Iteration 25Q: 3 clusters Score -3028271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3028275.250000 Penalty: 4773.129395
	Iteration 26Q: 3 clusters Score -3028275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3028278.250000 Penalty: 4773.129395
	Iteration 27Q: 3 clusters Score -3028278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3028280.750000 Penalty: 4773.129395
	Iteration 28Q: 3 clusters Score -3028281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3028280.750000 Penalty: 4773.129395
	Iteration 29F: 3 clusters Score -3028281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -26207.513672 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -26207.51 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 176 members 
Entering Unmasked Estep 
Score: -25139.367188 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -25139.37 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25606.527344 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -25606.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25739.185547 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -25739.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25834.328125 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -25834.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25882.873047 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -25882.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25900.781250 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -25900.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25912.199219 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -25912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25922.767578 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -25922.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25935.933594 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -25935.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25984.580078 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -25984.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26008.460938 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -26008.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26013.830078 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -26013.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26018.412109 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -26018.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26027.615234 Penalty: 2934.436279
	Iteration 13F: 3 clusters Score -26027.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26089.863281 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -26089.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26147.136719 Penalty: 2934.436279
	Iteration 15Q: 3 clusters Score -26147.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26152.882812 Penalty: 2934.436279
	Iteration 16Q: 3 clusters Score -26152.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26152.882812 Penalty: 2934.436279
	Iteration 17F: 3 clusters Score -26152.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -83679.796875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -83679.8 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 254 members 
Entering Unmasked Estep 
Score: -82170.718750 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -82170.72 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82393.414062 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -82393.41 nChanged 33
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: -82482.210938 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -82482.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82520.273438 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -82520.27 nChanged 12
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: -82546.960938 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -82546.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82557.218750 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -82557.22 nChanged 7
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: -82589.148438 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -82589.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82620.593750 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -82620.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82638.351562 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -82638.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82654.914062 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -82654.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82666.859375 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -82666.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82674.781250 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -82674.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82703.835938 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -82703.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82748.039062 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -82748.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82780.328125 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -82780.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82786.867188 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -82786.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -82803.718750 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -82803.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -82832.843750 Penalty: 3075.452393
	Iteration 17Q: 3 clusters Score -82832.84 nChanged 5
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: -82851.945312 Penalty: 3075.452393
	Iteration 18Q: 3 clusters Score -82851.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82867.914062 Penalty: 3075.452393
	Iteration 19Q: 3 clusters Score -82867.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82874.562500 Penalty: 3075.452393
	Iteration 20F: 3 clusters Score -82874.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -204954.906250 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -204954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -203003.093750 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -203003.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -203297.328125 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -203297.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203382.203125 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -203382.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -203411.984375 Penalty: 3438.494141
	Iteration 3Q: 3 clusters Score -203412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -203424.390625 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -203424.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -203430.687500 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -203430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203435.656250 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -203435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -203437.875000 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -203437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -203440.734375 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -203440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -203443.281250 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -203443.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -203445.171875 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -203445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -203450.500000 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -203450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -203456.250000 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -203456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -203458.031250 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -203458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -203461.171875 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -203461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -203461.953125 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -203462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -203463.828125 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -203463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -203464.968750 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -203465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -203464.968750 Penalty: 3438.494141
	Iteration 18F: 3 clusters Score -203465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -168806.750000 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -168806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -167004.546875 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -167004.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -167361.000000 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -167361 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167499.187500 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -167499.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -167585.218750 Penalty: 3410.627197
	Iteration 3Q: 3 clusters Score -167585.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -167645.093750 Penalty: 3410.627197
	Iteration 4Q: 3 clusters Score -167645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -167691.046875 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -167691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -167753.890625 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -167753.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -167819.484375 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -167819.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -167935.046875 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -167935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -168023.109375 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -168023.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -168103.109375 Penalty: 3410.627197
	Iteration 10Q: 3 clusters Score -168103.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -168179.937500 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -168179.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -168231.187500 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -168231.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -168275.609375 Penalty: 3410.627197
	Iteration 13Q: 3 clusters Score -168275.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -168298.062500 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -168298.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -168311.531250 Penalty: 3410.627197
	Iteration 15Q: 3 clusters Score -168311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -168315.203125 Penalty: 3410.627197
	Iteration 16Q: 3 clusters Score -168315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -168316.421875 Penalty: 3410.627197
	Iteration 17Q: 3 clusters Score -168316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -168316.890625 Penalty: 3410.627197
	Iteration 18Q: 3 clusters Score -168316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -168318.078125 Penalty: 3410.627197
	Iteration 19Q: 3 clusters Score -168318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -168318.078125 Penalty: 3410.627197
	Iteration 20F: 3 clusters Score -168318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Entering Unmasked Estep 
Score: -3227760.500000 Penalty: 2402.470703
	Iteration 0F: 2 clusters Score -3227760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3216328.750000 Penalty: 4804.941406
	Iteration 0F: 3 clusters Score -3216329 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3220000.000000 Penalty: 4804.941406
	Iteration 1F: 3 clusters Score -3220000 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3220323.750000 Penalty: 4804.941406
	Iteration 2F: 3 clusters Score -3220324 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3220614.000000 Penalty: 4804.941406
	Iteration 3Q: 3 clusters Score -3220614 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3220843.500000 Penalty: 4804.941406
	Iteration 4Q: 3 clusters Score -3220844 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3221064.750000 Penalty: 4804.941406
	Iteration 5Q: 3 clusters Score -3221065 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3221284.000000 Penalty: 4804.941406
	Iteration 6Q: 3 clusters Score -3221284 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3221496.250000 Penalty: 4804.941406
	Iteration 7Q: 3 clusters Score -3221496 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3221741.750000 Penalty: 4804.941406
	Iteration 8Q: 3 clusters Score -3221742 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3222003.750000 Penalty: 4804.941406
	Iteration 9Q: 3 clusters Score -3222004 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3222284.250000 Penalty: 4804.941406
	Iteration 10Q: 3 clusters Score -3222284 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3222626.500000 Penalty: 4804.941406
	Iteration 11Q: 3 clusters Score -3222626 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3223037.750000 Penalty: 4804.941406
	Iteration 12Q: 3 clusters Score -3223038 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3223483.000000 Penalty: 4804.941406
	Iteration 13Q: 3 clusters Score -3223483 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3223986.500000 Penalty: 4804.941406
	Iteration 14Q: 3 clusters Score -3223986 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3224469.250000 Penalty: 4804.941406
	Iteration 15Q: 3 clusters Score -3224469 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3224885.750000 Penalty: 4804.941406
	Iteration 16Q: 3 clusters Score -3224886 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3225217.750000 Penalty: 4804.941406
	Iteration 17Q: 3 clusters Score -3225218 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3225458.250000 Penalty: 4804.941406
	Iteration 18Q: 3 clusters Score -3225458 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3225632.750000 Penalty: 4804.941406
	Iteration 19Q: 3 clusters Score -3225633 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3225745.500000 Penalty: 4804.941406
	Iteration 20F: 3 clusters Score -3225746 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3225838.000000 Penalty: 4804.941406
	Iteration 21Q: 3 clusters Score -3225838 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3225911.500000 Penalty: 4804.941406
	Iteration 22Q: 3 clusters Score -3225912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3225961.750000 Penalty: 4804.941406
	Iteration 23Q: 3 clusters Score -3225962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3225992.750000 Penalty: 4804.941406
	Iteration 24Q: 3 clusters Score -3225993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3226013.750000 Penalty: 4804.941406
	Iteration 25Q: 3 clusters Score -3226014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3226030.750000 Penalty: 4804.941406
	Iteration 26Q: 3 clusters Score -3226031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3226040.750000 Penalty: 4804.941406
	Iteration 27Q: 3 clusters Score -3226041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3226047.250000 Penalty: 4804.941406
	Iteration 28Q: 3 clusters Score -3226047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3226059.250000 Penalty: 4804.941406
	Iteration 29Q: 3 clusters Score -3226059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3226069.500000 Penalty: 4804.941406
	Iteration 30Q: 3 clusters Score -3226070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3226079.750000 Penalty: 4804.941406
	Iteration 31Q: 3 clusters Score -3226080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3226077.500000 Penalty: 4804.941406
	Iteration 32Q: 3 clusters Score -3226078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3226080.250000 Penalty: 4804.941406
	Iteration 33Q: 3 clusters Score -3226080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3226084.500000 Penalty: 4804.941406
	Iteration 34Q: 3 clusters Score -3226084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3226083.500000 Penalty: 4804.941406
	Iteration 35Q: 3 clusters Score -3226084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3226086.250000 Penalty: 4804.941406
	Iteration 36Q: 3 clusters Score -3226086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3226085.250000 Penalty: 4804.941406
	Iteration 37Q: 3 clusters Score -3226085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3226091.500000 Penalty: 4804.941406
	Iteration 38Q: 3 clusters Score -3226092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3226090.250000 Penalty: 4804.941406
	Iteration 39Q: 3 clusters Score -3226090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3226090.250000 Penalty: 4804.941406
	Iteration 40F: 3 clusters Score -3226090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Entering Unmasked Estep 
Score: -5416014.500000 Penalty: 2543.664551
	Iteration 0F: 2 clusters Score -5416014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -5396615.000000 Penalty: 5087.329102
	Iteration 0F: 3 clusters Score -5396615 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -5403452.000000 Penalty: 5087.329102
	Iteration 1F: 3 clusters Score -5403452 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -5403893.000000 Penalty: 5087.329102
	Iteration 2Q: 3 clusters Score -5403893 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5404302.500000 Penalty: 5087.329102
	Iteration 3Q: 3 clusters Score -5404302 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -5404680.500000 Penalty: 5087.329102
	Iteration 4Q: 3 clusters Score -5404680 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5405057.500000 Penalty: 5087.329102
	Iteration 5Q: 3 clusters Score -5405058 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5405450.500000 Penalty: 5087.329102
	Iteration 6Q: 3 clusters Score -5405450 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -5405939.500000 Penalty: 5087.329102
	Iteration 7Q: 3 clusters Score -5405940 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5406632.500000 Penalty: 5087.329102
	Iteration 8Q: 3 clusters Score -5406632 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -5407597.500000 Penalty: 5087.329102
	Iteration 9F: 3 clusters Score -5407598 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -5408863.000000 Penalty: 5087.329102
	Iteration 10F: 3 clusters Score -5408863 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -5410155.500000 Penalty: 5087.329102
	Iteration 11F: 3 clusters Score -5410156 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -5411133.500000 Penalty: 5087.329102
	Iteration 12Q: 3 clusters Score -5411134 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -5411722.500000 Penalty: 5087.329102
	Iteration 13Q: 3 clusters Score -5411722 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -5412040.500000 Penalty: 5087.329102
	Iteration 14Q: 3 clusters Score -5412040 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -5412305.500000 Penalty: 5087.329102
	Iteration 15Q: 3 clusters Score -5412306 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5412502.500000 Penalty: 5087.329102
	Iteration 16Q: 3 clusters Score -5412502 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5412687.500000 Penalty: 5087.329102
	Iteration 17Q: 3 clusters Score -5412688 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -5412858.500000 Penalty: 5087.329102
	Iteration 18Q: 3 clusters Score -5412858 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5413017.000000 Penalty: 5087.329102
	Iteration 19Q: 3 clusters Score -5413017 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5413157.000000 Penalty: 5087.329102
	Iteration 20F: 3 clusters Score -5413157 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5413285.000000 Penalty: 5087.329102
	Iteration 21Q: 3 clusters Score -5413285 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5413365.000000 Penalty: 5087.329102
	Iteration 22Q: 3 clusters Score -5413365 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5413462.000000 Penalty: 5087.329102
	Iteration 23Q: 3 clusters Score -5413462 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5413542.000000 Penalty: 5087.329102
	Iteration 24Q: 3 clusters Score -5413542 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5413614.500000 Penalty: 5087.329102
	Iteration 25Q: 3 clusters Score -5413614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5413651.000000 Penalty: 5087.329102
	Iteration 26Q: 3 clusters Score -5413651 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5413690.000000 Penalty: 5087.329102
	Iteration 27Q: 3 clusters Score -5413690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5413714.500000 Penalty: 5087.329102
	Iteration 28Q: 3 clusters Score -5413714 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5413740.500000 Penalty: 5087.329102
	Iteration 29Q: 3 clusters Score -5413740 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5413762.000000 Penalty: 5087.329102
	Iteration 30Q: 3 clusters Score -5413762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5413770.500000 Penalty: 5087.329102
	Iteration 31Q: 3 clusters Score -5413770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5413797.000000 Penalty: 5087.329102
	Iteration 32Q: 3 clusters Score -5413797 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5413795.500000 Penalty: 5087.329102
	Iteration 33Q: 3 clusters Score -5413796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5413803.000000 Penalty: 5087.329102
	Iteration 34Q: 3 clusters Score -5413803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5413809.000000 Penalty: 5087.329102
	Iteration 35Q: 3 clusters Score -5413809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5413833.500000 Penalty: 5087.329102
	Iteration 36Q: 3 clusters Score -5413834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5413849.000000 Penalty: 5087.329102
	Iteration 37Q: 3 clusters Score -5413849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5413860.500000 Penalty: 5087.329102
	Iteration 38Q: 3 clusters Score -5413860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5413874.000000 Penalty: 5087.329102
	Iteration 39Q: 3 clusters Score -5413874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5413880.000000 Penalty: 5087.329102
	Iteration 40F: 3 clusters Score -5413880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5413882.000000 Penalty: 5087.329102
	Iteration 41Q: 3 clusters Score -5413882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5413884.000000 Penalty: 5087.329102
	Iteration 42Q: 3 clusters Score -5413884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5413883.500000 Penalty: 5087.329102
	Iteration 43Q: 3 clusters Score -5413884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5413886.000000 Penalty: 5087.329102
	Iteration 44Q: 3 clusters Score -5413886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5413891.000000 Penalty: 5087.329102
	Iteration 45Q: 3 clusters Score -5413891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5413895.000000 Penalty: 5087.329102
	Iteration 46Q: 3 clusters Score -5413895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5413901.500000 Penalty: 5087.329102
	Iteration 47Q: 3 clusters Score -5413902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5413902.000000 Penalty: 5087.329102
	Iteration 48Q: 3 clusters Score -5413902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5413903.000000 Penalty: 5087.329102
	Iteration 49Q: 3 clusters Score -5413903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5413903.000000 Penalty: 5087.329102
	Iteration 50F: 3 clusters Score -5413903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -107938.906250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -107938.9 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 319 members 
Entering Unmasked Estep 
Score: -106298.085938 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -106298.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106546.445312 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -106546.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106624.007812 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -106624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106668.984375 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -106669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106684.671875 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -106684.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106698.000000 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -106698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -106707.695312 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -106707.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -106721.265625 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -106721.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -106732.148438 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -106732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -106740.023438 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -106740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -106744.484375 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -106744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -106745.359375 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -106745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -106745.359375 Penalty: 3193.917725
	Iteration 12F: 3 clusters Score -106745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -44703.437500 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -44703.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43551.753906 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -43551.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43677.140625 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -43677.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43738.109375 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -43738.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43804.656250 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -43804.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43838.199219 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -43838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43871.039062 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -43871.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43881.277344 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -43881.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43881.277344 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -43881.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Entering Unmasked Estep 
Score: -2861850.750000 Penalty: 2363.555420
	Iteration 0F: 2 clusters Score -2861851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2851890.000000 Penalty: 4727.110840
	Iteration 0F: 3 clusters Score -2851890 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2854865.500000 Penalty: 4727.110840
	Iteration 1F: 3 clusters Score -2854866 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2855152.000000 Penalty: 4727.110840
	Iteration 2F: 3 clusters Score -2855152 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2855363.250000 Penalty: 4727.110840
	Iteration 3Q: 3 clusters Score -2855363 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2855550.750000 Penalty: 4727.110840
	Iteration 4Q: 3 clusters Score -2855551 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2855720.000000 Penalty: 4727.110840
	Iteration 5Q: 3 clusters Score -2855720 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2855908.000000 Penalty: 4727.110840
	Iteration 6Q: 3 clusters Score -2855908 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2856117.250000 Penalty: 4727.110840
	Iteration 7Q: 3 clusters Score -2856117 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2856379.750000 Penalty: 4727.110840
	Iteration 8Q: 3 clusters Score -2856380 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2856733.250000 Penalty: 4727.110840
	Iteration 9Q: 3 clusters Score -2856733 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2857197.500000 Penalty: 4727.110840
	Iteration 10Q: 3 clusters Score -2857198 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2857747.000000 Penalty: 4727.110840
	Iteration 11F: 3 clusters Score -2857747 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2858273.500000 Penalty: 4727.110840
	Iteration 12Q: 3 clusters Score -2858274 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2858746.750000 Penalty: 4727.110840
	Iteration 13Q: 3 clusters Score -2858747 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2859129.500000 Penalty: 4727.110840
	Iteration 14Q: 3 clusters Score -2859130 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2859368.250000 Penalty: 4727.110840
	Iteration 15Q: 3 clusters Score -2859368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2859518.000000 Penalty: 4727.110840
	Iteration 16Q: 3 clusters Score -2859518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2859599.750000 Penalty: 4727.110840
	Iteration 17Q: 3 clusters Score -2859600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2859640.500000 Penalty: 4727.110840
	Iteration 18Q: 3 clusters Score -2859640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2859672.750000 Penalty: 4727.110840
	Iteration 19Q: 3 clusters Score -2859673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2859696.500000 Penalty: 4727.110840
	Iteration 20F: 3 clusters Score -2859696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2859711.750000 Penalty: 4727.110840
	Iteration 21Q: 3 clusters Score -2859712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2859730.500000 Penalty: 4727.110840
	Iteration 22Q: 3 clusters Score -2859730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2859746.500000 Penalty: 4727.110840
	Iteration 23Q: 3 clusters Score -2859746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2859759.500000 Penalty: 4727.110840
	Iteration 24Q: 3 clusters Score -2859760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2859770.750000 Penalty: 4727.110840
	Iteration 25Q: 3 clusters Score -2859771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2859774.000000 Penalty: 4727.110840
	Iteration 26Q: 3 clusters Score -2859774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2859774.000000 Penalty: 4727.110840
	Iteration 27Q: 3 clusters Score -2859774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2859774.000000 Penalty: 4727.110840
	Iteration 28F: 3 clusters Score -2859774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Entering Unmasked Estep 
Score: -3332183.000000 Penalty: 2398.639648
	Iteration 0F: 2 clusters Score -3332183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3321381.500000 Penalty: 4797.279297
	Iteration 0F: 3 clusters Score -3321382 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3324867.750000 Penalty: 4797.279297
	Iteration 1F: 3 clusters Score -3324868 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3325133.500000 Penalty: 4797.279297
	Iteration 2F: 3 clusters Score -3325134 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3325367.250000 Penalty: 4797.279297
	Iteration 3Q: 3 clusters Score -3325367 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3325555.750000 Penalty: 4797.279297
	Iteration 4Q: 3 clusters Score -3325556 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -3325675.750000 Penalty: 4797.279297
	Iteration 5Q: 3 clusters Score -3325676 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3325816.250000 Penalty: 4797.279297
	Iteration 6Q: 3 clusters Score -3325816 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3325911.750000 Penalty: 4797.279297
	Iteration 7Q: 3 clusters Score -3325912 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3326009.250000 Penalty: 4797.279297
	Iteration 8Q: 3 clusters Score -3326009 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3326123.250000 Penalty: 4797.279297
	Iteration 9Q: 3 clusters Score -3326123 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3326245.000000 Penalty: 4797.279297
	Iteration 10Q: 3 clusters Score -3326245 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3326374.250000 Penalty: 4797.279297
	Iteration 11Q: 3 clusters Score -3326374 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3326552.500000 Penalty: 4797.279297
	Iteration 12Q: 3 clusters Score -3326552 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3326741.000000 Penalty: 4797.279297
	Iteration 13Q: 3 clusters Score -3326741 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3326990.250000 Penalty: 4797.279297
	Iteration 14Q: 3 clusters Score -3326990 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3327288.750000 Penalty: 4797.279297
	Iteration 15Q: 3 clusters Score -3327289 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3327633.500000 Penalty: 4797.279297
	Iteration 16Q: 3 clusters Score -3327634 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3328096.500000 Penalty: 4797.279297
	Iteration 17Q: 3 clusters Score -3328096 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3328646.500000 Penalty: 4797.279297
	Iteration 18Q: 3 clusters Score -3328646 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3329174.500000 Penalty: 4797.279297
	Iteration 19Q: 3 clusters Score -3329174 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3329534.750000 Penalty: 4797.279297
	Iteration 20F: 3 clusters Score -3329535 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3329728.250000 Penalty: 4797.279297
	Iteration 21Q: 3 clusters Score -3329728 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3329872.000000 Penalty: 4797.279297
	Iteration 22Q: 3 clusters Score -3329872 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3329969.750000 Penalty: 4797.279297
	Iteration 23Q: 3 clusters Score -3329970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3330033.500000 Penalty: 4797.279297
	Iteration 24Q: 3 clusters Score -3330034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3330071.000000 Penalty: 4797.279297
	Iteration 25Q: 3 clusters Score -3330071 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3330093.250000 Penalty: 4797.279297
	Iteration 26Q: 3 clusters Score -3330093 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3330090.750000 Penalty: 4797.279297
	Iteration 27Q: 3 clusters Score -3330091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3330113.250000 Penalty: 4797.279297
	Iteration 28Q: 3 clusters Score -3330113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3330128.000000 Penalty: 4797.279297
	Iteration 29Q: 3 clusters Score -3330128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3330154.750000 Penalty: 4797.279297
	Iteration 30Q: 3 clusters Score -3330155 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3330166.500000 Penalty: 4797.279297
	Iteration 31Q: 3 clusters Score -3330166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3330173.750000 Penalty: 4797.279297
	Iteration 32Q: 3 clusters Score -3330174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3330194.750000 Penalty: 4797.279297
	Iteration 33Q: 3 clusters Score -3330195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3330193.500000 Penalty: 4797.279297
	Iteration 34Q: 3 clusters Score -3330194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3330193.000000 Penalty: 4797.279297
	Iteration 35Q: 3 clusters Score -3330193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3330196.250000 Penalty: 4797.279297
	Iteration 36Q: 3 clusters Score -3330196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3330197.250000 Penalty: 4797.279297
	Iteration 37Q: 3 clusters Score -3330197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3330221.750000 Penalty: 4797.279297
	Iteration 38Q: 3 clusters Score -3330222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3330229.000000 Penalty: 4797.279297
	Iteration 39Q: 3 clusters Score -3330229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3330242.250000 Penalty: 4797.279297
	Iteration 40F: 3 clusters Score -3330242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3330257.750000 Penalty: 4797.279297
	Iteration 41Q: 3 clusters Score -3330258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3330252.000000 Penalty: 4797.279297
	Iteration 42Q: 3 clusters Score -3330252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3330258.250000 Penalty: 4797.279297
	Iteration 43Q: 3 clusters Score -3330258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3330273.750000 Penalty: 4797.279297
	Iteration 44Q: 3 clusters Score -3330274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3330276.500000 Penalty: 4797.279297
	Iteration 45Q: 3 clusters Score -3330276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3330282.750000 Penalty: 4797.279297
	Iteration 46Q: 3 clusters Score -3330283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3330278.250000 Penalty: 4797.279297
	Iteration 47Q: 3 clusters Score -3330278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3330282.000000 Penalty: 4797.279297
	Iteration 48Q: 3 clusters Score -3330282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3330284.250000 Penalty: 4797.279297
	Iteration 49Q: 3 clusters Score -3330284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3330293.750000 Penalty: 4797.279297
	Iteration 50Q: 3 clusters Score -3330294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3330290.000000 Penalty: 4797.279297
	Iteration 51Q: 3 clusters Score -3330290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3330293.750000 Penalty: 4797.279297
	Iteration 52Q: 3 clusters Score -3330294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3330284.500000 Penalty: 4797.279297
	Iteration 53Q: 3 clusters Score -3330284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3330289.250000 Penalty: 4797.279297
	Iteration 54Q: 3 clusters Score -3330289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3330295.500000 Penalty: 4797.279297
	Iteration 55Q: 3 clusters Score -3330296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3330288.250000 Penalty: 4797.279297
	Iteration 56Q: 3 clusters Score -3330288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3330297.000000 Penalty: 4797.279297
	Iteration 57Q: 3 clusters Score -3330297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3330291.250000 Penalty: 4797.279297
	Iteration 58Q: 3 clusters Score -3330291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3330296.500000 Penalty: 4797.279297
	Iteration 59Q: 3 clusters Score -3330296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3330291.500000 Penalty: 4797.279297
	Iteration 60F: 3 clusters Score -3330292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3330292.250000 Penalty: 4797.279297
	Iteration 61Q: 3 clusters Score -3330292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3330290.750000 Penalty: 4797.279297
	Iteration 62Q: 3 clusters Score -3330291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3330298.000000 Penalty: 4797.279297
	Iteration 63Q: 3 clusters Score -3330298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3330288.250000 Penalty: 4797.279297
	Iteration 64Q: 3 clusters Score -3330288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3330294.250000 Penalty: 4797.279297
	Iteration 65Q: 3 clusters Score -3330294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3330285.750000 Penalty: 4797.279297
	Iteration 66Q: 3 clusters Score -3330286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3330287.000000 Penalty: 4797.279297
	Iteration 67Q: 3 clusters Score -3330287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3330280.750000 Penalty: 4797.279297
	Iteration 68Q: 3 clusters Score -3330281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3330281.500000 Penalty: 4797.279297
	Iteration 69Q: 3 clusters Score -3330282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3330274.500000 Penalty: 4797.279297
	Iteration 70Q: 3 clusters Score -3330274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3330270.750000 Penalty: 4797.279297
	Iteration 71Q: 3 clusters Score -3330271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3330267.000000 Penalty: 4797.279297
	Iteration 72Q: 3 clusters Score -3330267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3330269.750000 Penalty: 4797.279297
	Iteration 73Q: 3 clusters Score -3330270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3330262.750000 Penalty: 4797.279297
	Iteration 74Q: 3 clusters Score -3330263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3330245.000000 Penalty: 4797.279297
	Iteration 75Q: 3 clusters Score -3330245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3330251.750000 Penalty: 4797.279297
	Iteration 76Q: 3 clusters Score -3330252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3330246.750000 Penalty: 4797.279297
	Iteration 77Q: 3 clusters Score -3330247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3330242.000000 Penalty: 4797.279297
	Iteration 78Q: 3 clusters Score -3330242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3330241.500000 Penalty: 4797.279297
	Iteration 79Q: 3 clusters Score -3330242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3330233.500000 Penalty: 4797.279297
	Iteration 80F: 3 clusters Score -3330234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3330231.250000 Penalty: 4797.279297
	Iteration 81Q: 3 clusters Score -3330231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3330242.000000 Penalty: 4797.279297
	Iteration 82Q: 3 clusters Score -3330242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3330237.000000 Penalty: 4797.279297
	Iteration 83Q: 3 clusters Score -3330237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3330236.250000 Penalty: 4797.279297
	Iteration 84Q: 3 clusters Score -3330236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3330232.500000 Penalty: 4797.279297
	Iteration 85Q: 3 clusters Score -3330232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3330233.000000 Penalty: 4797.279297
	Iteration 86Q: 3 clusters Score -3330233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3330231.000000 Penalty: 4797.279297
	Iteration 87Q: 3 clusters Score -3330231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3330239.750000 Penalty: 4797.279297
	Iteration 88Q: 3 clusters Score -3330240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3330226.250000 Penalty: 4797.279297
	Iteration 89Q: 3 clusters Score -3330226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3330218.750000 Penalty: 4797.279297
	Iteration 90Q: 3 clusters Score -3330219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3330215.750000 Penalty: 4797.279297
	Iteration 91Q: 3 clusters Score -3330216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3330222.750000 Penalty: 4797.279297
	Iteration 92Q: 3 clusters Score -3330223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3330222.000000 Penalty: 4797.279297
	Iteration 93Q: 3 clusters Score -3330222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3330228.500000 Penalty: 4797.279297
	Iteration 94Q: 3 clusters Score -3330228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3330225.750000 Penalty: 4797.279297
	Iteration 95Q: 3 clusters Score -3330226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3330222.250000 Penalty: 4797.279297
	Iteration 96Q: 3 clusters Score -3330222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3330233.500000 Penalty: 4797.279297
	Iteration 97Q: 3 clusters Score -3330234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3330242.250000 Penalty: 4797.279297
	Iteration 98Q: 3 clusters Score -3330242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3330244.250000 Penalty: 4797.279297
	Iteration 99Q: 3 clusters Score -3330244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3330242.250000 Penalty: 4797.279297
	Iteration 100F: 3 clusters Score -3330242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3330241.750000 Penalty: 4797.279297
	Iteration 101Q: 3 clusters Score -3330242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3330236.750000 Penalty: 4797.279297
	Iteration 102Q: 3 clusters Score -3330237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3330235.500000 Penalty: 4797.279297
	Iteration 103Q: 3 clusters Score -3330236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3330231.750000 Penalty: 4797.279297
	Iteration 104Q: 3 clusters Score -3330232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3330231.250000 Penalty: 4797.279297
	Iteration 105Q: 3 clusters Score -3330231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3330230.250000 Penalty: 4797.279297
	Iteration 106Q: 3 clusters Score -3330230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3330234.750000 Penalty: 4797.279297
	Iteration 107Q: 3 clusters Score -3330235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3330234.750000 Penalty: 4797.279297
	Iteration 108Q: 3 clusters Score -3330235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3330238.000000 Penalty: 4797.279297
	Iteration 109Q: 3 clusters Score -3330238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3330239.500000 Penalty: 4797.279297
	Iteration 110Q: 3 clusters Score -3330240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3330237.500000 Penalty: 4797.279297
	Iteration 111Q: 3 clusters Score -3330238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3330236.750000 Penalty: 4797.279297
	Iteration 112Q: 3 clusters Score -3330237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3330238.250000 Penalty: 4797.279297
	Iteration 113Q: 3 clusters Score -3330238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3330237.250000 Penalty: 4797.279297
	Iteration 114Q: 3 clusters Score -3330237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3330237.000000 Penalty: 4797.279297
	Iteration 115Q: 3 clusters Score -3330237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3330242.500000 Penalty: 4797.279297
	Iteration 116Q: 3 clusters Score -3330242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3330251.000000 Penalty: 4797.279297
	Iteration 117Q: 3 clusters Score -3330251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3330247.750000 Penalty: 4797.279297
	Iteration 118Q: 3 clusters Score -3330248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3330249.750000 Penalty: 4797.279297
	Iteration 119Q: 3 clusters Score -3330250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3330255.500000 Penalty: 4797.279297
	Iteration 120F: 3 clusters Score -3330256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3330259.250000 Penalty: 4797.279297
	Iteration 121Q: 3 clusters Score -3330259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3330255.500000 Penalty: 4797.279297
	Iteration 122Q: 3 clusters Score -3330256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3330256.750000 Penalty: 4797.279297
	Iteration 123Q: 3 clusters Score -3330257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3330260.750000 Penalty: 4797.279297
	Iteration 124Q: 3 clusters Score -3330261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3330258.000000 Penalty: 4797.279297
	Iteration 125Q: 3 clusters Score -3330258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3330262.750000 Penalty: 4797.279297
	Iteration 126Q: 3 clusters Score -3330263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3330256.250000 Penalty: 4797.279297
	Iteration 127Q: 3 clusters Score -3330256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3330249.000000 Penalty: 4797.279297
	Iteration 128Q: 3 clusters Score -3330249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3330254.250000 Penalty: 4797.279297
	Iteration 129Q: 3 clusters Score -3330254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3330254.000000 Penalty: 4797.279297
	Iteration 130Q: 3 clusters Score -3330254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3330256.000000 Penalty: 4797.279297
	Iteration 131Q: 3 clusters Score -3330256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3330252.500000 Penalty: 4797.279297
	Iteration 132Q: 3 clusters Score -3330252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3330252.500000 Penalty: 4797.279297
	Iteration 133F: 3 clusters Score -3330252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -923382.125000 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -923382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -919036.125000 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -919036.1 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -920225.812500 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -920225.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -920665.687500 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -920665.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -921144.750000 Penalty: 4206.856934
	Iteration 3F: 3 clusters Score -921144.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -921593.125000 Penalty: 4206.856934
	Iteration 4F: 3 clusters Score -921593.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -921925.187500 Penalty: 4206.856934
	Iteration 5F: 3 clusters Score -921925.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -922145.375000 Penalty: 4206.856934
	Iteration 6F: 3 clusters Score -922145.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -922292.312500 Penalty: 4206.856934
	Iteration 7Q: 3 clusters Score -922292.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -922403.875000 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -922403.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -922486.375000 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -922486.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -922537.125000 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -922537.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -922572.875000 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -922572.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -922596.500000 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -922596.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -922614.937500 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -922614.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -922625.625000 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -922625.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -922633.875000 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -922633.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -922638.312500 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -922638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -922641.812500 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -922641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -922642.750000 Penalty: 4206.856934
	Iteration 18Q: 3 clusters Score -922642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -922643.500000 Penalty: 4206.856934
	Iteration 19Q: 3 clusters Score -922643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -922645.000000 Penalty: 4206.856934
	Iteration 20F: 3 clusters Score -922645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (35464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Entering Unmasked Estep 
Score: -6885171.500000 Penalty: 2598.115723
	Iteration 0F: 2 clusters Score -6885172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -6862795.000000 Penalty: 5196.231445
	Iteration 0F: 3 clusters Score -6862795 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -6871691.000000 Penalty: 5196.231445
	Iteration 1F: 3 clusters Score -6871691 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -6872116.500000 Penalty: 5196.231445
	Iteration 2Q: 3 clusters Score -6872116 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -6872417.000000 Penalty: 5196.231445
	Iteration 3Q: 3 clusters Score -6872417 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -6872746.500000 Penalty: 5196.231445
	Iteration 4Q: 3 clusters Score -6872746 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -6872981.500000 Penalty: 5196.231445
	Iteration 5Q: 3 clusters Score -6872982 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -6873216.500000 Penalty: 5196.231445
	Iteration 6Q: 3 clusters Score -6873216 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -6873466.000000 Penalty: 5196.231445
	Iteration 7Q: 3 clusters Score -6873466 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -6873696.000000 Penalty: 5196.231445
	Iteration 8Q: 3 clusters Score -6873696 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -6874036.000000 Penalty: 5196.231445
	Iteration 9Q: 3 clusters Score -6874036 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -6874492.000000 Penalty: 5196.231445
	Iteration 10Q: 3 clusters Score -6874492 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -6875110.000000 Penalty: 5196.231445
	Iteration 11Q: 3 clusters Score -6875110 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -6875951.500000 Penalty: 5196.231445
	Iteration 12Q: 3 clusters Score -6875952 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -6877008.000000 Penalty: 5196.231445
	Iteration 13Q: 3 clusters Score -6877008 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -6878170.500000 Penalty: 5196.231445
	Iteration 14F: 3 clusters Score -6878170 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -6879412.000000 Penalty: 5196.231445
	Iteration 15F: 3 clusters Score -6879412 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -6880448.000000 Penalty: 5196.231445
	Iteration 16Q: 3 clusters Score -6880448 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6881243.000000 Penalty: 5196.231445
	Iteration 17Q: 3 clusters Score -6881243 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6881791.000000 Penalty: 5196.231445
	Iteration 18Q: 3 clusters Score -6881791 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6882132.500000 Penalty: 5196.231445
	Iteration 19Q: 3 clusters Score -6882132 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6882346.500000 Penalty: 5196.231445
	Iteration 20F: 3 clusters Score -6882346 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6882512.000000 Penalty: 5196.231445
	Iteration 21Q: 3 clusters Score -6882512 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6882640.500000 Penalty: 5196.231445
	Iteration 22Q: 3 clusters Score -6882640 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6882731.500000 Penalty: 5196.231445
	Iteration 23Q: 3 clusters Score -6882732 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6882787.000000 Penalty: 5196.231445
	Iteration 24Q: 3 clusters Score -6882787 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6882824.500000 Penalty: 5196.231445
	Iteration 25Q: 3 clusters Score -6882824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6882866.500000 Penalty: 5196.231445
	Iteration 26Q: 3 clusters Score -6882866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6882902.000000 Penalty: 5196.231445
	Iteration 27Q: 3 clusters Score -6882902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6882936.000000 Penalty: 5196.231445
	Iteration 28Q: 3 clusters Score -6882936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6882954.500000 Penalty: 5196.231445
	Iteration 29Q: 3 clusters Score -6882954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6882976.000000 Penalty: 5196.231445
	Iteration 30Q: 3 clusters Score -6882976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6882991.500000 Penalty: 5196.231445
	Iteration 31Q: 3 clusters Score -6882992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6883001.000000 Penalty: 5196.231445
	Iteration 32Q: 3 clusters Score -6883001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6883030.000000 Penalty: 5196.231445
	Iteration 33Q: 3 clusters Score -6883030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6883039.000000 Penalty: 5196.231445
	Iteration 34Q: 3 clusters Score -6883039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6883048.000000 Penalty: 5196.231445
	Iteration 35Q: 3 clusters Score -6883048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6883069.000000 Penalty: 5196.231445
	Iteration 36Q: 3 clusters Score -6883069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6883067.500000 Penalty: 5196.231445
	Iteration 37Q: 3 clusters Score -6883068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6883090.000000 Penalty: 5196.231445
	Iteration 38Q: 3 clusters Score -6883090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6883092.500000 Penalty: 5196.231445
	Iteration 39Q: 3 clusters Score -6883092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6883101.500000 Penalty: 5196.231445
	Iteration 40F: 3 clusters Score -6883102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6883100.000000 Penalty: 5196.231445
	Iteration 41Q: 3 clusters Score -6883100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6883103.500000 Penalty: 5196.231445
	Iteration 42Q: 3 clusters Score -6883104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6883092.500000 Penalty: 5196.231445
	Iteration 43Q: 3 clusters Score -6883092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6883095.500000 Penalty: 5196.231445
	Iteration 44Q: 3 clusters Score -6883096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6883102.500000 Penalty: 5196.231445
	Iteration 45Q: 3 clusters Score -6883102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6883102.000000 Penalty: 5196.231445
	Iteration 46Q: 3 clusters Score -6883102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6883107.000000 Penalty: 5196.231445
	Iteration 47Q: 3 clusters Score -6883107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6883107.000000 Penalty: 5196.231445
	Iteration 48Q: 3 clusters Score -6883107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6883114.000000 Penalty: 5196.231445
	Iteration 49Q: 3 clusters Score -6883114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6883116.500000 Penalty: 5196.231445
	Iteration 50Q: 3 clusters Score -6883116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6883109.500000 Penalty: 5196.231445
	Iteration 51Q: 3 clusters Score -6883110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6883112.500000 Penalty: 5196.231445
	Iteration 52Q: 3 clusters Score -6883112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6883105.000000 Penalty: 5196.231445
	Iteration 53Q: 3 clusters Score -6883105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6883117.000000 Penalty: 5196.231445
	Iteration 54Q: 3 clusters Score -6883117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6883113.000000 Penalty: 5196.231445
	Iteration 55Q: 3 clusters Score -6883113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6883112.500000 Penalty: 5196.231445
	Iteration 56Q: 3 clusters Score -6883112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6883115.500000 Penalty: 5196.231445
	Iteration 57Q: 3 clusters Score -6883116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6883125.500000 Penalty: 5196.231445
	Iteration 58Q: 3 clusters Score -6883126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6883125.500000 Penalty: 5196.231445
	Iteration 59Q: 3 clusters Score -6883126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6883117.000000 Penalty: 5196.231445
	Iteration 60F: 3 clusters Score -6883117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (35536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Entering Unmasked Estep 
Score: -6923668.500000 Penalty: 2598.618896
	Iteration 0F: 2 clusters Score -6923668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6901992.000000 Penalty: 5197.237793
	Iteration 0F: 3 clusters Score -6901992 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -6910837.000000 Penalty: 5197.237793
	Iteration 1F: 3 clusters Score -6910837 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -6911281.000000 Penalty: 5197.237793
	Iteration 2Q: 3 clusters Score -6911281 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -6911663.500000 Penalty: 5197.237793
	Iteration 3Q: 3 clusters Score -6911664 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -6911973.500000 Penalty: 5197.237793
	Iteration 4Q: 3 clusters Score -6911974 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -6912238.500000 Penalty: 5197.237793
	Iteration 5Q: 3 clusters Score -6912238 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -6912479.000000 Penalty: 5197.237793
	Iteration 6Q: 3 clusters Score -6912479 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -6912722.000000 Penalty: 5197.237793
	Iteration 7Q: 3 clusters Score -6912722 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -6913107.500000 Penalty: 5197.237793
	Iteration 8Q: 3 clusters Score -6913108 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -6913620.500000 Penalty: 5197.237793
	Iteration 9Q: 3 clusters Score -6913620 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6914393.500000 Penalty: 5197.237793
	Iteration 10Q: 3 clusters Score -6914394 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -6915459.000000 Penalty: 5197.237793
	Iteration 11F: 3 clusters Score -6915459 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -6916687.500000 Penalty: 5197.237793
	Iteration 12F: 3 clusters Score -6916688 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -6918066.000000 Penalty: 5197.237793
	Iteration 13F: 3 clusters Score -6918066 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6919277.500000 Penalty: 5197.237793
	Iteration 14Q: 3 clusters Score -6919278 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -6920066.000000 Penalty: 5197.237793
	Iteration 15Q: 3 clusters Score -6920066 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -6920530.000000 Penalty: 5197.237793
	Iteration 16Q: 3 clusters Score -6920530 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6920844.000000 Penalty: 5197.237793
	Iteration 17Q: 3 clusters Score -6920844 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -6921023.500000 Penalty: 5197.237793
	Iteration 18Q: 3 clusters Score -6921024 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6921128.500000 Penalty: 5197.237793
	Iteration 19Q: 3 clusters Score -6921128 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6921231.000000 Penalty: 5197.237793
	Iteration 20F: 3 clusters Score -6921231 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6921285.000000 Penalty: 5197.237793
	Iteration 21Q: 3 clusters Score -6921285 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6921330.500000 Penalty: 5197.237793
	Iteration 22Q: 3 clusters Score -6921330 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6921343.500000 Penalty: 5197.237793
	Iteration 23Q: 3 clusters Score -6921344 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6921391.000000 Penalty: 5197.237793
	Iteration 24Q: 3 clusters Score -6921391 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6921395.500000 Penalty: 5197.237793
	Iteration 25Q: 3 clusters Score -6921396 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6921422.500000 Penalty: 5197.237793
	Iteration 26Q: 3 clusters Score -6921422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6921431.500000 Penalty: 5197.237793
	Iteration 27Q: 3 clusters Score -6921432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6921456.500000 Penalty: 5197.237793
	Iteration 28Q: 3 clusters Score -6921456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6921481.000000 Penalty: 5197.237793
	Iteration 29Q: 3 clusters Score -6921481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6921485.500000 Penalty: 5197.237793
	Iteration 30Q: 3 clusters Score -6921486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6921483.000000 Penalty: 5197.237793
	Iteration 31Q: 3 clusters Score -6921483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6921474.500000 Penalty: 5197.237793
	Iteration 32Q: 3 clusters Score -6921474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6921489.500000 Penalty: 5197.237793
	Iteration 33Q: 3 clusters Score -6921490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6921488.000000 Penalty: 5197.237793
	Iteration 34Q: 3 clusters Score -6921488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6921496.000000 Penalty: 5197.237793
	Iteration 35Q: 3 clusters Score -6921496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6921494.500000 Penalty: 5197.237793
	Iteration 36Q: 3 clusters Score -6921494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6921500.000000 Penalty: 5197.237793
	Iteration 37Q: 3 clusters Score -6921500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6921509.500000 Penalty: 5197.237793
	Iteration 38Q: 3 clusters Score -6921510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6921514.500000 Penalty: 5197.237793
	Iteration 39Q: 3 clusters Score -6921514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6921519.500000 Penalty: 5197.237793
	Iteration 40F: 3 clusters Score -6921520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6921512.000000 Penalty: 5197.237793
	Iteration 41Q: 3 clusters Score -6921512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6921521.000000 Penalty: 5197.237793
	Iteration 42Q: 3 clusters Score -6921521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6921521.500000 Penalty: 5197.237793
	Iteration 43Q: 3 clusters Score -6921522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6921522.500000 Penalty: 5197.237793
	Iteration 44Q: 3 clusters Score -6921522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6921528.500000 Penalty: 5197.237793
	Iteration 45Q: 3 clusters Score -6921528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6921534.000000 Penalty: 5197.237793
	Iteration 46Q: 3 clusters Score -6921534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6921526.000000 Penalty: 5197.237793
	Iteration 47Q: 3 clusters Score -6921526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6921536.500000 Penalty: 5197.237793
	Iteration 48Q: 3 clusters Score -6921536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6921534.000000 Penalty: 5197.237793
	Iteration 49Q: 3 clusters Score -6921534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6921535.500000 Penalty: 5197.237793
	Iteration 50Q: 3 clusters Score -6921536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6921539.500000 Penalty: 5197.237793
	Iteration 51Q: 3 clusters Score -6921540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6921541.500000 Penalty: 5197.237793
	Iteration 52Q: 3 clusters Score -6921542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6921548.000000 Penalty: 5197.237793
	Iteration 53Q: 3 clusters Score -6921548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6921561.000000 Penalty: 5197.237793
	Iteration 54Q: 3 clusters Score -6921561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6921559.500000 Penalty: 5197.237793
	Iteration 55Q: 3 clusters Score -6921560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6921558.000000 Penalty: 5197.237793
	Iteration 56Q: 3 clusters Score -6921558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6921560.000000 Penalty: 5197.237793
	Iteration 57Q: 3 clusters Score -6921560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6921560.000000 Penalty: 5197.237793
	Iteration 58Q: 3 clusters Score -6921560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6921569.000000 Penalty: 5197.237793
	Iteration 59Q: 3 clusters Score -6921569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6921564.500000 Penalty: 5197.237793
	Iteration 60F: 3 clusters Score -6921564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6921559.000000 Penalty: 5197.237793
	Iteration 61Q: 3 clusters Score -6921559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6921568.500000 Penalty: 5197.237793
	Iteration 62Q: 3 clusters Score -6921568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6921565.000000 Penalty: 5197.237793
	Iteration 63Q: 3 clusters Score -6921565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6921572.000000 Penalty: 5197.237793
	Iteration 64Q: 3 clusters Score -6921572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6921571.000000 Penalty: 5197.237793
	Iteration 65Q: 3 clusters Score -6921571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6921577.000000 Penalty: 5197.237793
	Iteration 66Q: 3 clusters Score -6921577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6921592.500000 Penalty: 5197.237793
	Iteration 67Q: 3 clusters Score -6921592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6921593.500000 Penalty: 5197.237793
	Iteration 68Q: 3 clusters Score -6921594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6921595.500000 Penalty: 5197.237793
	Iteration 69Q: 3 clusters Score -6921596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6921595.500000 Penalty: 5197.237793
	Iteration 70F: 3 clusters Score -6921596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Entering Unmasked Estep 
Score: -7359322.000000 Penalty: 2614.172119
	Iteration 0F: 2 clusters Score -7359322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -7337261.000000 Penalty: 5228.344238
	Iteration 0F: 3 clusters Score -7337261 nChanged 17178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -7346620.000000 Penalty: 5228.344238
	Iteration 1F: 3 clusters Score -7346620 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -7347068.500000 Penalty: 5228.344238
	Iteration 2Q: 3 clusters Score -7347068 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -7347536.000000 Penalty: 5228.344238
	Iteration 3Q: 3 clusters Score -7347536 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -7348167.500000 Penalty: 5228.344238
	Iteration 4Q: 3 clusters Score -7348168 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -7349039.500000 Penalty: 5228.344238
	Iteration 5F: 3 clusters Score -7349040 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -7350367.500000 Penalty: 5228.344238
	Iteration 6F: 3 clusters Score -7350368 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -7352023.500000 Penalty: 5228.344238
	Iteration 7F: 3 clusters Score -7352024 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -7353708.500000 Penalty: 5228.344238
	Iteration 8F: 3 clusters Score -7353708 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7355135.500000 Penalty: 5228.344238
	Iteration 9F: 3 clusters Score -7355136 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7355989.500000 Penalty: 5228.344238
	Iteration 10Q: 3 clusters Score -7355990 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7356477.500000 Penalty: 5228.344238
	Iteration 11Q: 3 clusters Score -7356478 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7356759.500000 Penalty: 5228.344238
	Iteration 12Q: 3 clusters Score -7356760 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7356925.000000 Penalty: 5228.344238
	Iteration 13Q: 3 clusters Score -7356925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7356992.000000 Penalty: 5228.344238
	Iteration 14Q: 3 clusters Score -7356992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7357038.500000 Penalty: 5228.344238
	Iteration 15Q: 3 clusters Score -7357038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7357052.500000 Penalty: 5228.344238
	Iteration 16Q: 3 clusters Score -7357052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7357057.000000 Penalty: 5228.344238
	Iteration 17Q: 3 clusters Score -7357057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7357062.500000 Penalty: 5228.344238
	Iteration 18Q: 3 clusters Score -7357062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7357062.500000 Penalty: 5228.344238
	Iteration 19F: 3 clusters Score -7357062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -34373.386719 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -34373.39 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 117 members 
Entering Unmasked Estep 
Score: -33422.414062 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -33422.41 nChanged 60
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: -33766.488281 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -33766.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33952.105469 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -33952.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34164.031250 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -34164.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34237.847656 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -34237.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34259.214844 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -34259.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34271.882812 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -34271.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34273.527344 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -34273.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34324.710938 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -34324.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34352.761719 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -34352.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34352.761719 Penalty: 2773.129639
	Iteration 10F: 3 clusters Score -34352.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -44569.496094 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -44569.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43288.644531 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -43288.64 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43751.984375 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -43751.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44043.910156 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -44043.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44294.250000 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -44294.25 nChanged 18
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: -44509.585938 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44509.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44626.277344 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44626.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44677.625000 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44677.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44692.367188 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44692.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44695.328125 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44695.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44721.937500 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -44721.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44721.937500 Penalty: 3027.977295
	Iteration 10F: 3 clusters Score -44721.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37469 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 32038 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27922 members 
Mstep: Class 14 contains 55633 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 13262 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 41523 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 15866 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35464 members 
Mstep: Class 35 contains 35536 members 
Mstep: Class 36 contains 37836 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12262 members 
Mstep: Class 45 contains 12775 members 
Mstep: Class 46 contains 6642 members 
Mstep: Class 47 contains 42834 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16635 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4771 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14893 members 
Mstep: Class 57 contains 17359 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36120 members 
Mstep: Class 60 contains 38797 members 
Mstep: Class 61 contains 15646 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16310 members 
Mstep: Class 65 contains 3221 members 
Mstep: Class 66 contains 20281 members 
Mstep: Class 67 contains 240 members 
Entering Unmasked Estep 
Score: -161344352.000000 Penalty: 226638.109375
Splitting cluster 38 changes total score from -161346320.000000 to -161344352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -235324.687500 Penalty: 1793.538574
	Iteration 0F: 2 clusters Score -235324.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -233188.109375 Penalty: 3587.077148
	Iteration 0F: 3 clusters Score -233188.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -233661.031250 Penalty: 3587.077148
	Iteration 1F: 3 clusters Score -233661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -233958.562500 Penalty: 3587.077148
	Iteration 2F: 3 clusters Score -233958.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -234223.328125 Penalty: 3587.077148
	Iteration 3F: 3 clusters Score -234223.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -234444.000000 Penalty: 3587.077148
	Iteration 4F: 3 clusters Score -234444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -234587.421875 Penalty: 3587.077148
	Iteration 5Q: 3 clusters Score -234587.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -234663.640625 Penalty: 3587.077148
	Iteration 6Q: 3 clusters Score -234663.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234738.140625 Penalty: 3587.077148
	Iteration 7Q: 3 clusters Score -234738.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234767.234375 Penalty: 3587.077148
	Iteration 8Q: 3 clusters Score -234767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234787.765625 Penalty: 3587.077148
	Iteration 9Q: 3 clusters Score -234787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234797.218750 Penalty: 3587.077148
	Iteration 10Q: 3 clusters Score -234797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -234802.406250 Penalty: 3587.077148
	Iteration 11Q: 3 clusters Score -234802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234804.937500 Penalty: 3587.077148
	Iteration 12Q: 3 clusters Score -234804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234806.093750 Penalty: 3587.077148
	Iteration 13Q: 3 clusters Score -234806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -234808.140625 Penalty: 3587.077148
	Iteration 14Q: 3 clusters Score -234808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -234808.140625 Penalty: 3587.077148
	Iteration 15F: 3 clusters Score -234808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -205512.156250 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -205512.2 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 597 members 
Entering Unmasked Estep 
Score: -203562.312500 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -203562.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -204138.625000 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -204138.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -204373.906250 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -204373.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -204464.687500 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -204464.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -204515.078125 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -204515.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -204553.656250 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -204553.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -204590.390625 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -204590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -204616.593750 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -204616.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -204627.625000 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -204627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -204631.968750 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -204632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -204635.859375 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -204635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -204636.640625 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -204636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -204636.640625 Penalty: 3514.606934
	Iteration 12F: 3 clusters Score -204636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -505248.718750 Penalty: 1958.806030
	Iteration 0F: 2 clusters Score -505248.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -502188.218750 Penalty: 3917.612061
	Iteration 0F: 3 clusters Score -502188.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -502768.875000 Penalty: 3917.612061
	Iteration 1F: 3 clusters Score -502768.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -502927.906250 Penalty: 3917.612061
	Iteration 2F: 3 clusters Score -502927.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -503031.187500 Penalty: 3917.612061
	Iteration 3Q: 3 clusters Score -503031.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -503113.562500 Penalty: 3917.612061
	Iteration 4Q: 3 clusters Score -503113.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -503195.750000 Penalty: 3917.612061
	Iteration 5Q: 3 clusters Score -503195.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -503261.750000 Penalty: 3917.612061
	Iteration 6Q: 3 clusters Score -503261.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -503324.625000 Penalty: 3917.612061
	Iteration 7Q: 3 clusters Score -503324.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -503385.593750 Penalty: 3917.612061
	Iteration 8Q: 3 clusters Score -503385.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -503436.906250 Penalty: 3917.612061
	Iteration 9Q: 3 clusters Score -503436.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -503492.250000 Penalty: 3917.612061
	Iteration 10Q: 3 clusters Score -503492.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -503539.500000 Penalty: 3917.612061
	Iteration 11Q: 3 clusters Score -503539.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -503569.718750 Penalty: 3917.612061
	Iteration 12Q: 3 clusters Score -503569.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -503596.531250 Penalty: 3917.612061
	Iteration 13Q: 3 clusters Score -503596.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -503610.656250 Penalty: 3917.612061
	Iteration 14Q: 3 clusters Score -503610.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -503618.781250 Penalty: 3917.612061
	Iteration 15Q: 3 clusters Score -503618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -503622.031250 Penalty: 3917.612061
	Iteration 16Q: 3 clusters Score -503622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -503624.625000 Penalty: 3917.612061
	Iteration 17Q: 3 clusters Score -503624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -503626.968750 Penalty: 3917.612061
	Iteration 18Q: 3 clusters Score -503627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -503630.125000 Penalty: 3917.612061
	Iteration 19Q: 3 clusters Score -503630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -503632.406250 Penalty: 3917.612061
	Iteration 20F: 3 clusters Score -503632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -503635.250000 Penalty: 3917.612061
	Iteration 21Q: 3 clusters Score -503635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -503639.843750 Penalty: 3917.612061
	Iteration 22Q: 3 clusters Score -503639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -503641.031250 Penalty: 3917.612061
	Iteration 23Q: 3 clusters Score -503641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -503642.343750 Penalty: 3917.612061
	Iteration 24Q: 3 clusters Score -503642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -503643.187500 Penalty: 3917.612061
	Iteration 25Q: 3 clusters Score -503643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -503645.125000 Penalty: 3917.612061
	Iteration 26Q: 3 clusters Score -503645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -503646.625000 Penalty: 3917.612061
	Iteration 27Q: 3 clusters Score -503646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -503649.031250 Penalty: 3917.612061
	Iteration 28Q: 3 clusters Score -503649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -503652.437500 Penalty: 3917.612061
	Iteration 29Q: 3 clusters Score -503652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -503655.718750 Penalty: 3917.612061
	Iteration 30Q: 3 clusters Score -503655.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -503655.718750 Penalty: 3917.612061
	Iteration 31F: 3 clusters Score -503655.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (43368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Entering Unmasked Estep 
Score: -8511699.000000 Penalty: 2648.014160
	Iteration 0F: 2 clusters Score -8511699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -8482958.000000 Penalty: 5296.028320
	Iteration 0F: 3 clusters Score -8482958 nChanged 19844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -8493664.000000 Penalty: 5296.028320
	Iteration 1F: 3 clusters Score -8493664 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -8494165.000000 Penalty: 5296.028320
	Iteration 2Q: 3 clusters Score -8494165 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -8494575.000000 Penalty: 5296.028320
	Iteration 3Q: 3 clusters Score -8494575 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -8494963.000000 Penalty: 5296.028320
	Iteration 4Q: 3 clusters Score -8494963 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -8495401.000000 Penalty: 5296.028320
	Iteration 5Q: 3 clusters Score -8495401 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -8496012.000000 Penalty: 5296.028320
	Iteration 6Q: 3 clusters Score -8496012 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -8496840.000000 Penalty: 5296.028320
	Iteration 7Q: 3 clusters Score -8496840 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -8498095.000000 Penalty: 5296.028320
	Iteration 8F: 3 clusters Score -8498095 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -8499777.000000 Penalty: 5296.028320
	Iteration 9F: 3 clusters Score -8499777 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -8502091.000000 Penalty: 5296.028320
	Iteration 10F: 3 clusters Score -8502091 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8504693.000000 Penalty: 5296.028320
	Iteration 11F: 3 clusters Score -8504693 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8506847.000000 Penalty: 5296.028320
	Iteration 12F: 3 clusters Score -8506847 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8508231.000000 Penalty: 5296.028320
	Iteration 13Q: 3 clusters Score -8508231 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8508878.000000 Penalty: 5296.028320
	Iteration 14Q: 3 clusters Score -8508878 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8509139.000000 Penalty: 5296.028320
	Iteration 15Q: 3 clusters Score -8509139 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8509253.000000 Penalty: 5296.028320
	Iteration 16Q: 3 clusters Score -8509253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8509303.000000 Penalty: 5296.028320
	Iteration 17Q: 3 clusters Score -8509303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8509354.000000 Penalty: 5296.028320
	Iteration 18Q: 3 clusters Score -8509354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8509365.000000 Penalty: 5296.028320
	Iteration 19Q: 3 clusters Score -8509365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8509380.000000 Penalty: 5296.028320
	Iteration 20F: 3 clusters Score -8509380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8509387.000000 Penalty: 5296.028320
	Iteration 21Q: 3 clusters Score -8509387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8509389.000000 Penalty: 5296.028320
	Iteration 22Q: 3 clusters Score -8509389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8509392.000000 Penalty: 5296.028320
	Iteration 23Q: 3 clusters Score -8509392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8509397.000000 Penalty: 5296.028320
	Iteration 24Q: 3 clusters Score -8509397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8509405.000000 Penalty: 5296.028320
	Iteration 25Q: 3 clusters Score -8509405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8509409.000000 Penalty: 5296.028320
	Iteration 26Q: 3 clusters Score -8509409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8509415.000000 Penalty: 5296.028320
	Iteration 27Q: 3 clusters Score -8509415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8509415.000000 Penalty: 5296.028320
	Iteration 28F: 3 clusters Score -8509415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -49803.867188 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -49803.87 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 166 members 
Entering Unmasked Estep 
Score: -48474.085938 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -48474.09 nChanged 91
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: -48749.699219 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -48749.7 nChanged 24
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: -48813.625000 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -48813.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48840.050781 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -48840.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48855.933594 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -48855.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48860.277344 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -48860.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48873.234375 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -48873.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48876.273438 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -48876.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48876.273438 Penalty: 2950.225586
	Iteration 8F: 3 clusters Score -48876.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (12262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Entering Unmasked Estep 
Score: -2548941.000000 Penalty: 2334.736572
	Iteration 0F: 2 clusters Score -2548941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2539862.250000 Penalty: 4669.473145
	Iteration 0F: 3 clusters Score -2539862 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2542606.000000 Penalty: 4669.473145
	Iteration 1F: 3 clusters Score -2542606 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2542897.500000 Penalty: 4669.473145
	Iteration 2F: 3 clusters Score -2542898 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2543081.500000 Penalty: 4669.473145
	Iteration 3Q: 3 clusters Score -2543082 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2543262.000000 Penalty: 4669.473145
	Iteration 4Q: 3 clusters Score -2543262 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2543439.250000 Penalty: 4669.473145
	Iteration 5Q: 3 clusters Score -2543439 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2543638.250000 Penalty: 4669.473145
	Iteration 6Q: 3 clusters Score -2543638 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2543872.000000 Penalty: 4669.473145
	Iteration 7Q: 3 clusters Score -2543872 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2544158.000000 Penalty: 4669.473145
	Iteration 8Q: 3 clusters Score -2544158 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2544518.250000 Penalty: 4669.473145
	Iteration 9Q: 3 clusters Score -2544518 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2544963.000000 Penalty: 4669.473145
	Iteration 10Q: 3 clusters Score -2544963 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2545370.000000 Penalty: 4669.473145
	Iteration 11Q: 3 clusters Score -2545370 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2545738.500000 Penalty: 4669.473145
	Iteration 12Q: 3 clusters Score -2545738 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2546053.500000 Penalty: 4669.473145
	Iteration 13Q: 3 clusters Score -2546054 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2546271.500000 Penalty: 4669.473145
	Iteration 14Q: 3 clusters Score -2546272 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2546453.250000 Penalty: 4669.473145
	Iteration 15Q: 3 clusters Score -2546453 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2546566.750000 Penalty: 4669.473145
	Iteration 16Q: 3 clusters Score -2546567 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2546663.000000 Penalty: 4669.473145
	Iteration 17Q: 3 clusters Score -2546663 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2546721.250000 Penalty: 4669.473145
	Iteration 18Q: 3 clusters Score -2546721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2546754.000000 Penalty: 4669.473145
	Iteration 19Q: 3 clusters Score -2546754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2546778.750000 Penalty: 4669.473145
	Iteration 20F: 3 clusters Score -2546779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2546791.500000 Penalty: 4669.473145
	Iteration 21Q: 3 clusters Score -2546792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2546811.250000 Penalty: 4669.473145
	Iteration 22Q: 3 clusters Score -2546811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2546833.750000 Penalty: 4669.473145
	Iteration 23Q: 3 clusters Score -2546834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2546845.500000 Penalty: 4669.473145
	Iteration 24Q: 3 clusters Score -2546846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2546859.500000 Penalty: 4669.473145
	Iteration 25Q: 3 clusters Score -2546860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2546867.750000 Penalty: 4669.473145
	Iteration 26Q: 3 clusters Score -2546868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2546869.500000 Penalty: 4669.473145
	Iteration 27Q: 3 clusters Score -2546870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2546876.500000 Penalty: 4669.473145
	Iteration 28Q: 3 clusters Score -2546876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2546876.000000 Penalty: 4669.473145
	Iteration 29Q: 3 clusters Score -2546876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2546877.250000 Penalty: 4669.473145
	Iteration 30Q: 3 clusters Score -2546877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2546877.250000 Penalty: 4669.473145
	Iteration 31F: 3 clusters Score -2546877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (12775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Entering Unmasked Estep 
Score: -2672642.500000 Penalty: 2344.900879
	Iteration 0F: 2 clusters Score -2672642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2663426.250000 Penalty: 4689.801758
	Iteration 0F: 3 clusters Score -2663426 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2666482.250000 Penalty: 4689.801758
	Iteration 1F: 3 clusters Score -2666482 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2666955.000000 Penalty: 4689.801758
	Iteration 2F: 3 clusters Score -2666955 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2667339.750000 Penalty: 4689.801758
	Iteration 3F: 3 clusters Score -2667340 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2667719.750000 Penalty: 4689.801758
	Iteration 4F: 3 clusters Score -2667720 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2668106.500000 Penalty: 4689.801758
	Iteration 5Q: 3 clusters Score -2668106 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2668541.250000 Penalty: 4689.801758
	Iteration 6F: 3 clusters Score -2668541 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2668954.500000 Penalty: 4689.801758
	Iteration 7F: 3 clusters Score -2668954 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2669321.250000 Penalty: 4689.801758
	Iteration 8Q: 3 clusters Score -2669321 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2669760.500000 Penalty: 4689.801758
	Iteration 9Q: 3 clusters Score -2669760 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2670123.250000 Penalty: 4689.801758
	Iteration 10Q: 3 clusters Score -2670123 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2670407.250000 Penalty: 4689.801758
	Iteration 11Q: 3 clusters Score -2670407 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2670557.000000 Penalty: 4689.801758
	Iteration 12Q: 3 clusters Score -2670557 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2670622.000000 Penalty: 4689.801758
	Iteration 13Q: 3 clusters Score -2670622 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2670681.250000 Penalty: 4689.801758
	Iteration 14Q: 3 clusters Score -2670681 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2670718.000000 Penalty: 4689.801758
	Iteration 15Q: 3 clusters Score -2670718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2670759.500000 Penalty: 4689.801758
	Iteration 16Q: 3 clusters Score -2670760 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2670782.500000 Penalty: 4689.801758
	Iteration 17Q: 3 clusters Score -2670782 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2670799.500000 Penalty: 4689.801758
	Iteration 18Q: 3 clusters Score -2670800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2670825.750000 Penalty: 4689.801758
	Iteration 19Q: 3 clusters Score -2670826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2670832.250000 Penalty: 4689.801758
	Iteration 20F: 3 clusters Score -2670832 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2670857.500000 Penalty: 4689.801758
	Iteration 21Q: 3 clusters Score -2670858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2670873.000000 Penalty: 4689.801758
	Iteration 22Q: 3 clusters Score -2670873 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2670889.000000 Penalty: 4689.801758
	Iteration 23Q: 3 clusters Score -2670889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2670892.750000 Penalty: 4689.801758
	Iteration 24Q: 3 clusters Score -2670893 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2670908.000000 Penalty: 4689.801758
	Iteration 25Q: 3 clusters Score -2670908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2670911.500000 Penalty: 4689.801758
	Iteration 26Q: 3 clusters Score -2670912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2670915.250000 Penalty: 4689.801758
	Iteration 27Q: 3 clusters Score -2670915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2670929.750000 Penalty: 4689.801758
	Iteration 28Q: 3 clusters Score -2670930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2670938.000000 Penalty: 4689.801758
	Iteration 29Q: 3 clusters Score -2670938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2670950.250000 Penalty: 4689.801758
	Iteration 30Q: 3 clusters Score -2670950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2670955.750000 Penalty: 4689.801758
	Iteration 31Q: 3 clusters Score -2670956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2670960.750000 Penalty: 4689.801758
	Iteration 32Q: 3 clusters Score -2670961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2670964.000000 Penalty: 4689.801758
	Iteration 33Q: 3 clusters Score -2670964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2670961.500000 Penalty: 4689.801758
	Iteration 34Q: 3 clusters Score -2670962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2670971.750000 Penalty: 4689.801758
	Iteration 35Q: 3 clusters Score -2670972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2670978.250000 Penalty: 4689.801758
	Iteration 36Q: 3 clusters Score -2670978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2670983.500000 Penalty: 4689.801758
	Iteration 37Q: 3 clusters Score -2670984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2670984.000000 Penalty: 4689.801758
	Iteration 38Q: 3 clusters Score -2670984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2670987.000000 Penalty: 4689.801758
	Iteration 39Q: 3 clusters Score -2670987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2670991.000000 Penalty: 4689.801758
	Iteration 40F: 3 clusters Score -2670991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2670988.500000 Penalty: 4689.801758
	Iteration 41Q: 3 clusters Score -2670988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2670983.000000 Penalty: 4689.801758
	Iteration 42Q: 3 clusters Score -2670983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2670996.500000 Penalty: 4689.801758
	Iteration 43Q: 3 clusters Score -2670996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2671005.750000 Penalty: 4689.801758
	Iteration 44Q: 3 clusters Score -2671006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2671011.000000 Penalty: 4689.801758
	Iteration 45Q: 3 clusters Score -2671011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2671011.250000 Penalty: 4689.801758
	Iteration 46Q: 3 clusters Score -2671011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2671012.500000 Penalty: 4689.801758
	Iteration 47Q: 3 clusters Score -2671012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2671014.000000 Penalty: 4689.801758
	Iteration 48Q: 3 clusters Score -2671014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2671013.750000 Penalty: 4689.801758
	Iteration 49Q: 3 clusters Score -2671014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2671013.750000 Penalty: 4689.801758
	Iteration 50Q: 3 clusters Score -2671014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2671013.750000 Penalty: 4689.801758
	Iteration 51Q: 3 clusters Score -2671014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2671011.500000 Penalty: 4689.801758
	Iteration 52Q: 3 clusters Score -2671012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2671017.250000 Penalty: 4689.801758
	Iteration 53Q: 3 clusters Score -2671017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2671017.250000 Penalty: 4689.801758
	Iteration 54Q: 3 clusters Score -2671017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2671018.500000 Penalty: 4689.801758
	Iteration 55Q: 3 clusters Score -2671018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2671021.750000 Penalty: 4689.801758
	Iteration 56Q: 3 clusters Score -2671022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2671025.750000 Penalty: 4689.801758
	Iteration 57Q: 3 clusters Score -2671026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2671023.500000 Penalty: 4689.801758
	Iteration 58Q: 3 clusters Score -2671024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2671025.000000 Penalty: 4689.801758
	Iteration 59Q: 3 clusters Score -2671025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2671025.500000 Penalty: 4689.801758
	Iteration 60F: 3 clusters Score -2671026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2671028.250000 Penalty: 4689.801758
	Iteration 61Q: 3 clusters Score -2671028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2671027.250000 Penalty: 4689.801758
	Iteration 62Q: 3 clusters Score -2671027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2671023.750000 Penalty: 4689.801758
	Iteration 63Q: 3 clusters Score -2671024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2671024.500000 Penalty: 4689.801758
	Iteration 64Q: 3 clusters Score -2671024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2671028.000000 Penalty: 4689.801758
	Iteration 65Q: 3 clusters Score -2671028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2671027.250000 Penalty: 4689.801758
	Iteration 66Q: 3 clusters Score -2671027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2671029.000000 Penalty: 4689.801758
	Iteration 67Q: 3 clusters Score -2671029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2671032.000000 Penalty: 4689.801758
	Iteration 68Q: 3 clusters Score -2671032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2671033.000000 Penalty: 4689.801758
	Iteration 69Q: 3 clusters Score -2671033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2671032.750000 Penalty: 4689.801758
	Iteration 70Q: 3 clusters Score -2671033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2671027.500000 Penalty: 4689.801758
	Iteration 71Q: 3 clusters Score -2671028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2671028.750000 Penalty: 4689.801758
	Iteration 72Q: 3 clusters Score -2671029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2671029.250000 Penalty: 4689.801758
	Iteration 73Q: 3 clusters Score -2671029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2671029.250000 Penalty: 4689.801758
	Iteration 74F: 3 clusters Score -2671029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Entering Unmasked Estep 
Score: -1301080.125000 Penalty: 2182.689697
	Iteration 0F: 2 clusters Score -1301080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1295520.000000 Penalty: 4365.379395
	Iteration 0F: 3 clusters Score -1295520 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1296925.375000 Penalty: 4365.379395
	Iteration 1F: 3 clusters Score -1296925 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1297141.625000 Penalty: 4365.379395
	Iteration 2F: 3 clusters Score -1297142 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1297272.875000 Penalty: 4365.379395
	Iteration 3Q: 3 clusters Score -1297273 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1297366.250000 Penalty: 4365.379395
	Iteration 4Q: 3 clusters Score -1297366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1297440.125000 Penalty: 4365.379395
	Iteration 5Q: 3 clusters Score -1297440 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1297500.250000 Penalty: 4365.379395
	Iteration 6Q: 3 clusters Score -1297500 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1297577.750000 Penalty: 4365.379395
	Iteration 7Q: 3 clusters Score -1297578 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1297665.500000 Penalty: 4365.379395
	Iteration 8Q: 3 clusters Score -1297666 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1297751.125000 Penalty: 4365.379395
	Iteration 9Q: 3 clusters Score -1297751 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1297862.000000 Penalty: 4365.379395
	Iteration 10Q: 3 clusters Score -1297862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1297991.500000 Penalty: 4365.379395
	Iteration 11Q: 3 clusters Score -1297992 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1298145.500000 Penalty: 4365.379395
	Iteration 12Q: 3 clusters Score -1298146 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1298361.375000 Penalty: 4365.379395
	Iteration 13Q: 3 clusters Score -1298361 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1298644.500000 Penalty: 4365.379395
	Iteration 14Q: 3 clusters Score -1298644 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1298898.875000 Penalty: 4365.379395
	Iteration 15Q: 3 clusters Score -1298899 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1299084.875000 Penalty: 4365.379395
	Iteration 16Q: 3 clusters Score -1299085 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1299206.375000 Penalty: 4365.379395
	Iteration 17Q: 3 clusters Score -1299206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1299279.500000 Penalty: 4365.379395
	Iteration 18Q: 3 clusters Score -1299280 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1299327.375000 Penalty: 4365.379395
	Iteration 19Q: 3 clusters Score -1299327 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1299348.375000 Penalty: 4365.379395
	Iteration 20F: 3 clusters Score -1299348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1299373.625000 Penalty: 4365.379395
	Iteration 21Q: 3 clusters Score -1299374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1299393.250000 Penalty: 4365.379395
	Iteration 22Q: 3 clusters Score -1299393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1299407.625000 Penalty: 4365.379395
	Iteration 23Q: 3 clusters Score -1299408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1299416.750000 Penalty: 4365.379395
	Iteration 24Q: 3 clusters Score -1299417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1299427.500000 Penalty: 4365.379395
	Iteration 25Q: 3 clusters Score -1299428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1299436.375000 Penalty: 4365.379395
	Iteration 26Q: 3 clusters Score -1299436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1299443.125000 Penalty: 4365.379395
	Iteration 27Q: 3 clusters Score -1299443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1299452.250000 Penalty: 4365.379395
	Iteration 28Q: 3 clusters Score -1299452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1299455.500000 Penalty: 4365.379395
	Iteration 29Q: 3 clusters Score -1299456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1299457.375000 Penalty: 4365.379395
	Iteration 30Q: 3 clusters Score -1299457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1299463.125000 Penalty: 4365.379395
	Iteration 31Q: 3 clusters Score -1299463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1299467.500000 Penalty: 4365.379395
	Iteration 32Q: 3 clusters Score -1299468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1299473.625000 Penalty: 4365.379395
	Iteration 33Q: 3 clusters Score -1299474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1299471.625000 Penalty: 4365.379395
	Iteration 34Q: 3 clusters Score -1299472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1299476.750000 Penalty: 4365.379395
	Iteration 35Q: 3 clusters Score -1299477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1299479.250000 Penalty: 4365.379395
	Iteration 36Q: 3 clusters Score -1299479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1299482.625000 Penalty: 4365.379395
	Iteration 37Q: 3 clusters Score -1299483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1299485.375000 Penalty: 4365.379395
	Iteration 38Q: 3 clusters Score -1299485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1299486.875000 Penalty: 4365.379395
	Iteration 39Q: 3 clusters Score -1299487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1299487.250000 Penalty: 4365.379395
	Iteration 40F: 3 clusters Score -1299487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1299488.375000 Penalty: 4365.379395
	Iteration 41Q: 3 clusters Score -1299488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1299488.250000 Penalty: 4365.379395
	Iteration 42Q: 3 clusters Score -1299488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1299489.625000 Penalty: 4365.379395
	Iteration 43Q: 3 clusters Score -1299490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1299489.625000 Penalty: 4365.379395
	Iteration 44F: 3 clusters Score -1299490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (42834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Entering Unmasked Estep 
Score: -8332256.000000 Penalty: 2644.941650
	Iteration 0F: 2 clusters Score -8332256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -8308821.000000 Penalty: 5289.883301
	Iteration 0F: 3 clusters Score -8308821 nChanged 19697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -8319483.000000 Penalty: 5289.883301
	Iteration 1F: 3 clusters Score -8319483 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -8319929.500000 Penalty: 5289.883301
	Iteration 2Q: 3 clusters Score -8319930 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8320357.000000 Penalty: 5289.883301
	Iteration 3Q: 3 clusters Score -8320357 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -8320723.000000 Penalty: 5289.883301
	Iteration 4Q: 3 clusters Score -8320723 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -8321286.500000 Penalty: 5289.883301
	Iteration 5Q: 3 clusters Score -8321286 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -8322117.000000 Penalty: 5289.883301
	Iteration 6Q: 3 clusters Score -8322117 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -8323016.000000 Penalty: 5289.883301
	Iteration 7Q: 3 clusters Score -8323016 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -8323923.000000 Penalty: 5289.883301
	Iteration 8F: 3 clusters Score -8323923 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -8324986.500000 Penalty: 5289.883301
	Iteration 9Q: 3 clusters Score -8324986 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -8325954.500000 Penalty: 5289.883301
	Iteration 10Q: 3 clusters Score -8325954 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -8326848.000000 Penalty: 5289.883301
	Iteration 11Q: 3 clusters Score -8326848 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -8327677.000000 Penalty: 5289.883301
	Iteration 12Q: 3 clusters Score -8327677 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8328191.000000 Penalty: 5289.883301
	Iteration 13Q: 3 clusters Score -8328191 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -8328506.000000 Penalty: 5289.883301
	Iteration 14Q: 3 clusters Score -8328506 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8328654.000000 Penalty: 5289.883301
	Iteration 15Q: 3 clusters Score -8328654 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -8328784.000000 Penalty: 5289.883301
	Iteration 16Q: 3 clusters Score -8328784 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -8328907.000000 Penalty: 5289.883301
	Iteration 17Q: 3 clusters Score -8328907 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -8329032.500000 Penalty: 5289.883301
	Iteration 18Q: 3 clusters Score -8329032 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -8329281.500000 Penalty: 5289.883301
	Iteration 19Q: 3 clusters Score -8329282 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -8329468.000000 Penalty: 5289.883301
	Iteration 20F: 3 clusters Score -8329468 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -8329737.000000 Penalty: 5289.883301
	Iteration 21Q: 3 clusters Score -8329737 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -8329943.000000 Penalty: 5289.883301
	Iteration 22Q: 3 clusters Score -8329943 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -8330177.000000 Penalty: 5289.883301
	Iteration 23Q: 3 clusters Score -8330177 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -8330313.000000 Penalty: 5289.883301
	Iteration 24Q: 3 clusters Score -8330313 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -8330480.500000 Penalty: 5289.883301
	Iteration 25Q: 3 clusters Score -8330480 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -8330621.500000 Penalty: 5289.883301
	Iteration 26Q: 3 clusters Score -8330622 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -8330777.500000 Penalty: 5289.883301
	Iteration 27Q: 3 clusters Score -8330778 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -8330938.000000 Penalty: 5289.883301
	Iteration 28Q: 3 clusters Score -8330938 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -8331079.000000 Penalty: 5289.883301
	Iteration 29Q: 3 clusters Score -8331079 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8331254.500000 Penalty: 5289.883301
	Iteration 30Q: 3 clusters Score -8331254 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -8331457.500000 Penalty: 5289.883301
	Iteration 31Q: 3 clusters Score -8331458 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -8331530.000000 Penalty: 5289.883301
	Iteration 32Q: 3 clusters Score -8331530 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -8331646.000000 Penalty: 5289.883301
	Iteration 33Q: 3 clusters Score -8331646 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -8331778.000000 Penalty: 5289.883301
	Iteration 34Q: 3 clusters Score -8331778 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8331814.000000 Penalty: 5289.883301
	Iteration 35Q: 3 clusters Score -8331814 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -8331814.500000 Penalty: 5289.883301
	Iteration 36Q: 3 clusters Score -8331814 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -8331841.500000 Penalty: 5289.883301
	Iteration 37Q: 3 clusters Score -8331842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -8331838.500000 Penalty: 5289.883301
	Iteration 38Q: 3 clusters Score -8331838 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -8331743.000000 Penalty: 5289.883301
	Iteration 39Q: 3 clusters Score -8331743 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -8331789.500000 Penalty: 5289.883301
	Iteration 40F: 3 clusters Score -8331790 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -8331845.500000 Penalty: 5289.883301
	Iteration 41Q: 3 clusters Score -8331846 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -8331793.000000 Penalty: 5289.883301
	Iteration 42Q: 3 clusters Score -8331793 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -8331786.500000 Penalty: 5289.883301
	Iteration 43Q: 3 clusters Score -8331786 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -8331771.000000 Penalty: 5289.883301
	Iteration 44Q: 3 clusters Score -8331771 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -8331774.500000 Penalty: 5289.883301
	Iteration 45Q: 3 clusters Score -8331774 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -8331806.000000 Penalty: 5289.883301
	Iteration 46Q: 3 clusters Score -8331806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -8331774.000000 Penalty: 5289.883301
	Iteration 47Q: 3 clusters Score -8331774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -8331710.500000 Penalty: 5289.883301
	Iteration 48Q: 3 clusters Score -8331710 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -8331683.000000 Penalty: 5289.883301
	Iteration 49Q: 3 clusters Score -8331683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -8331701.000000 Penalty: 5289.883301
	Iteration 50Q: 3 clusters Score -8331701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -8331690.500000 Penalty: 5289.883301
	Iteration 51Q: 3 clusters Score -8331690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -8331680.000000 Penalty: 5289.883301
	Iteration 52Q: 3 clusters Score -8331680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -8331673.000000 Penalty: 5289.883301
	Iteration 53Q: 3 clusters Score -8331673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -8331672.500000 Penalty: 5289.883301
	Iteration 54Q: 3 clusters Score -8331672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -8331701.500000 Penalty: 5289.883301
	Iteration 55Q: 3 clusters Score -8331702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -8331709.500000 Penalty: 5289.883301
	Iteration 56Q: 3 clusters Score -8331710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -8331686.000000 Penalty: 5289.883301
	Iteration 57Q: 3 clusters Score -8331686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -8331689.000000 Penalty: 5289.883301
	Iteration 58Q: 3 clusters Score -8331689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -8331688.500000 Penalty: 5289.883301
	Iteration 59Q: 3 clusters Score -8331688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -8331689.000000 Penalty: 5289.883301
	Iteration 60F: 3 clusters Score -8331689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -8331685.500000 Penalty: 5289.883301
	Iteration 61Q: 3 clusters Score -8331686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -8331671.000000 Penalty: 5289.883301
	Iteration 62Q: 3 clusters Score -8331671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -8331677.500000 Penalty: 5289.883301
	Iteration 63Q: 3 clusters Score -8331678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -8331665.500000 Penalty: 5289.883301
	Iteration 64Q: 3 clusters Score -8331666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -8331660.500000 Penalty: 5289.883301
	Iteration 65Q: 3 clusters Score -8331660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -8331677.500000 Penalty: 5289.883301
	Iteration 66Q: 3 clusters Score -8331678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -8331677.000000 Penalty: 5289.883301
	Iteration 67Q: 3 clusters Score -8331677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -8331681.000000 Penalty: 5289.883301
	Iteration 68Q: 3 clusters Score -8331681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -8331679.500000 Penalty: 5289.883301
	Iteration 69Q: 3 clusters Score -8331680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -8331669.500000 Penalty: 5289.883301
	Iteration 70Q: 3 clusters Score -8331670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -8331680.500000 Penalty: 5289.883301
	Iteration 71Q: 3 clusters Score -8331680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -8331686.500000 Penalty: 5289.883301
	Iteration 72Q: 3 clusters Score -8331686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -8331693.000000 Penalty: 5289.883301
	Iteration 73Q: 3 clusters Score -8331693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -8331680.500000 Penalty: 5289.883301
	Iteration 74Q: 3 clusters Score -8331680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -8331684.000000 Penalty: 5289.883301
	Iteration 75Q: 3 clusters Score -8331684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8331680.000000 Penalty: 5289.883301
	Iteration 76Q: 3 clusters Score -8331680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8331680.000000 Penalty: 5289.883301
	Iteration 77F: 3 clusters Score -8331680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -176961.890625 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -176961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -175113.718750 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -175113.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -175678.515625 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -175678.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -176093.500000 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -176093.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -176377.421875 Penalty: 3464.419434
	Iteration 3F: 3 clusters Score -176377.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -176566.968750 Penalty: 3464.419434
	Iteration 4F: 3 clusters Score -176567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -176696.390625 Penalty: 3464.419434
	Iteration 5Q: 3 clusters Score -176696.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -176760.843750 Penalty: 3464.419434
	Iteration 6Q: 3 clusters Score -176760.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -176799.281250 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -176799.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -176816.375000 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -176816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -176827.968750 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -176828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -176842.859375 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -176842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -176859.390625 Penalty: 3464.419434
	Iteration 11Q: 3 clusters Score -176859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -176863.000000 Penalty: 3464.419434
	Iteration 12Q: 3 clusters Score -176863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -176865.781250 Penalty: 3464.419434
	Iteration 13Q: 3 clusters Score -176865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -176868.703125 Penalty: 3464.419434
	Iteration 14Q: 3 clusters Score -176868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -176870.781250 Penalty: 3464.419434
	Iteration 15Q: 3 clusters Score -176870.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -176870.781250 Penalty: 3464.419434
	Iteration 16F: 3 clusters Score -176870.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Entering Unmasked Estep 
Score: -3317445.000000 Penalty: 2410.377441
	Iteration 0F: 2 clusters Score -3317445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3305853.000000 Penalty: 4820.754883
	Iteration 0F: 3 clusters Score -3305853 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3309804.500000 Penalty: 4820.754883
	Iteration 1F: 3 clusters Score -3309804 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3310204.250000 Penalty: 4820.754883
	Iteration 2F: 3 clusters Score -3310204 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3310513.750000 Penalty: 4820.754883
	Iteration 3Q: 3 clusters Score -3310514 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3310833.750000 Penalty: 4820.754883
	Iteration 4Q: 3 clusters Score -3310834 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3311177.750000 Penalty: 4820.754883
	Iteration 5Q: 3 clusters Score -3311178 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3311578.000000 Penalty: 4820.754883
	Iteration 6Q: 3 clusters Score -3311578 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3312079.500000 Penalty: 4820.754883
	Iteration 7Q: 3 clusters Score -3312080 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3312665.250000 Penalty: 4820.754883
	Iteration 8Q: 3 clusters Score -3312665 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3313348.000000 Penalty: 4820.754883
	Iteration 9F: 3 clusters Score -3313348 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3313929.750000 Penalty: 4820.754883
	Iteration 10Q: 3 clusters Score -3313930 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3314388.250000 Penalty: 4820.754883
	Iteration 11Q: 3 clusters Score -3314388 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3314700.750000 Penalty: 4820.754883
	Iteration 12Q: 3 clusters Score -3314701 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3314935.250000 Penalty: 4820.754883
	Iteration 13Q: 3 clusters Score -3314935 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3315058.500000 Penalty: 4820.754883
	Iteration 14Q: 3 clusters Score -3315058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3315156.250000 Penalty: 4820.754883
	Iteration 15Q: 3 clusters Score -3315156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3315221.500000 Penalty: 4820.754883
	Iteration 16Q: 3 clusters Score -3315222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3315277.000000 Penalty: 4820.754883
	Iteration 17Q: 3 clusters Score -3315277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3315333.250000 Penalty: 4820.754883
	Iteration 18Q: 3 clusters Score -3315333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3315358.500000 Penalty: 4820.754883
	Iteration 19Q: 3 clusters Score -3315358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3315375.000000 Penalty: 4820.754883
	Iteration 20F: 3 clusters Score -3315375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3315398.250000 Penalty: 4820.754883
	Iteration 21Q: 3 clusters Score -3315398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3315405.250000 Penalty: 4820.754883
	Iteration 22Q: 3 clusters Score -3315405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3315414.500000 Penalty: 4820.754883
	Iteration 23Q: 3 clusters Score -3315414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3315424.500000 Penalty: 4820.754883
	Iteration 24Q: 3 clusters Score -3315424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3315431.000000 Penalty: 4820.754883
	Iteration 25Q: 3 clusters Score -3315431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3315435.750000 Penalty: 4820.754883
	Iteration 26Q: 3 clusters Score -3315436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3315436.750000 Penalty: 4820.754883
	Iteration 27Q: 3 clusters Score -3315437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3315437.750000 Penalty: 4820.754883
	Iteration 28Q: 3 clusters Score -3315438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3315446.500000 Penalty: 4820.754883
	Iteration 29Q: 3 clusters Score -3315446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3315449.000000 Penalty: 4820.754883
	Iteration 30Q: 3 clusters Score -3315449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3315451.500000 Penalty: 4820.754883
	Iteration 31Q: 3 clusters Score -3315452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3315463.750000 Penalty: 4820.754883
	Iteration 32Q: 3 clusters Score -3315464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3315470.000000 Penalty: 4820.754883
	Iteration 33Q: 3 clusters Score -3315470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3315474.000000 Penalty: 4820.754883
	Iteration 34Q: 3 clusters Score -3315474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3315479.250000 Penalty: 4820.754883
	Iteration 35Q: 3 clusters Score -3315479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3315481.750000 Penalty: 4820.754883
	Iteration 36Q: 3 clusters Score -3315482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3315484.250000 Penalty: 4820.754883
	Iteration 37Q: 3 clusters Score -3315484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3315483.750000 Penalty: 4820.754883
	Iteration 38Q: 3 clusters Score -3315484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3315485.000000 Penalty: 4820.754883
	Iteration 39Q: 3 clusters Score -3315485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3315485.000000 Penalty: 4820.754883
	Iteration 40F: 3 clusters Score -3315485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 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 177 members 
Entering Unmasked Estep 
Score: -20037.437500 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20037.44 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20238.234375 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20238.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20281.716797 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -20281.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20295.925781 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -20295.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20328.972656 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -20328.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20348.593750 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -20348.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20362.091797 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -20362.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20364.082031 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -20364.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20364.082031 Penalty: 2892.613770
	Iteration 8F: 3 clusters Score -20364.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -111558.648438 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -111558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109979.710938 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -109979.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -110259.328125 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -110259.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110405.093750 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -110405.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -110501.671875 Penalty: 3226.126953
	Iteration 3Q: 3 clusters Score -110501.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110566.921875 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -110566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110621.742188 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -110621.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -110646.062500 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -110646.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -110664.304688 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -110664.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110698.328125 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -110698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110714.367188 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -110714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110718.648438 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -110718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110726.523438 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -110726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -110728.851562 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -110728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110730.125000 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -110730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110747.304688 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -110747.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110759.281250 Penalty: 3226.126953
	Iteration 15Q: 3 clusters Score -110759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110774.203125 Penalty: 3226.126953
	Iteration 16Q: 3 clusters Score -110774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110781.851562 Penalty: 3226.126953
	Iteration 17Q: 3 clusters Score -110781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110783.406250 Penalty: 3226.126953
	Iteration 18Q: 3 clusters Score -110783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110784.171875 Penalty: 3226.126953
	Iteration 19Q: 3 clusters Score -110784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110785.343750 Penalty: 3226.126953
	Iteration 20F: 3 clusters Score -110785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -110786.445312 Penalty: 3226.126953
	Iteration 21Q: 3 clusters Score -110786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110796.070312 Penalty: 3226.126953
	Iteration 22Q: 3 clusters Score -110796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110812.500000 Penalty: 3226.126953
	Iteration 23Q: 3 clusters Score -110812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110819.187500 Penalty: 3226.126953
	Iteration 24Q: 3 clusters Score -110819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110822.953125 Penalty: 3226.126953
	Iteration 25Q: 3 clusters Score -110823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110824.171875 Penalty: 3226.126953
	Iteration 26Q: 3 clusters Score -110824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110824.765625 Penalty: 3226.126953
	Iteration 27Q: 3 clusters Score -110824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110826.703125 Penalty: 3226.126953
	Iteration 28Q: 3 clusters Score -110826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110827.929688 Penalty: 3226.126953
	Iteration 29Q: 3 clusters Score -110827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110828.671875 Penalty: 3226.126953
	Iteration 30Q: 3 clusters Score -110828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110828.671875 Penalty: 3226.126953
	Iteration 31F: 3 clusters Score -110828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -117110.468750 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -117110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -115517.312500 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -115517.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115804.140625 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -115804.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115995.218750 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -115995.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -116163.226562 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -116163.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -116296.250000 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -116296.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116426.531250 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -116426.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116474.656250 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -116474.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116502.031250 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -116502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116513.187500 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -116513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116526.929688 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -116526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116545.578125 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -116545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -116569.343750 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -116569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -116575.242188 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -116575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116577.304688 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -116577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116580.679688 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -116580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116584.695312 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -116584.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116584.695312 Penalty: 3199.433350
	Iteration 16F: 3 clusters Score -116584.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -836474.000000 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -836474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -832320.125000 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -832320.1 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -833525.187500 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -833525.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -833943.187500 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -833943.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -834194.812500 Penalty: 4168.729492
	Iteration 3F: 3 clusters Score -834194.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -834491.375000 Penalty: 4168.729492
	Iteration 4F: 3 clusters Score -834491.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -834807.437500 Penalty: 4168.729492
	Iteration 5F: 3 clusters Score -834807.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -835064.312500 Penalty: 4168.729492
	Iteration 6F: 3 clusters Score -835064.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -835309.750000 Penalty: 4168.729492
	Iteration 7F: 3 clusters Score -835309.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -835559.500000 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -835559.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -835785.250000 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -835785.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -836001.500000 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -836001.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -836171.187500 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -836171.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -836290.500000 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -836290.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -836371.312500 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -836371.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -836422.625000 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -836422.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -836450.437500 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -836450.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -836470.687500 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -836470.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -836488.562500 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -836488.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -836504.375000 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -836504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -836509.562500 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -836509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -836513.125000 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -836513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -836514.625000 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -836514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -836518.500000 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -836518.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -836520.375000 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -836520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -836521.750000 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -836521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -836522.812500 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -836522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -836524.562500 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -836524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -836525.125000 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -836525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -836524.125000 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -836524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -836524.937500 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -836524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -836529.250000 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -836529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -836531.875000 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -836531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -836532.937500 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -836532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -836533.937500 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -836533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -836534.875000 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -836534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -836534.750000 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -836534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -836535.437500 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -836535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -836535.062500 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -836535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -836535.062500 Penalty: 4168.729492
	Iteration 38F: 3 clusters Score -836535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37469 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 32038 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27922 members 
Mstep: Class 14 contains 55633 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 13262 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 41523 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 15866 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35464 members 
Mstep: Class 35 contains 35536 members 
Mstep: Class 36 contains 37836 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12262 members 
Mstep: Class 45 contains 12775 members 
Mstep: Class 46 contains 6642 members 
Mstep: Class 47 contains 42834 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16635 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 4771 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14893 members 
Mstep: Class 57 contains 17359 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36120 members 
Mstep: Class 60 contains 38797 members 
Mstep: Class 61 contains 15646 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16310 members 
Mstep: Class 65 contains 3221 members 
Mstep: Class 66 contains 20281 members 
Mstep: Class 67 contains 3208 members 
Entering Unmasked Estep 
Score: -161344736.000000 Penalty: 226638.109375
Splitting cluster 53 changes total score from -161346320.000000 to -161344736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (4771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Entering Unmasked Estep 
Score: -905563.812500 Penalty: 2100.637207
	Iteration 0F: 2 clusters Score -905563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -901263.812500 Penalty: 4201.274414
	Iteration 0F: 3 clusters Score -901263.8 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -902414.625000 Penalty: 4201.274414
	Iteration 1F: 3 clusters Score -902414.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -902652.875000 Penalty: 4201.274414
	Iteration 2F: 3 clusters Score -902652.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -902823.312500 Penalty: 4201.274414
	Iteration 3F: 3 clusters Score -902823.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -902962.875000 Penalty: 4201.274414
	Iteration 4Q: 3 clusters Score -902962.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -903097.125000 Penalty: 4201.274414
	Iteration 5Q: 3 clusters Score -903097.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -903206.000000 Penalty: 4201.274414
	Iteration 6Q: 3 clusters Score -903206 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -903306.687500 Penalty: 4201.274414
	Iteration 7Q: 3 clusters Score -903306.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -903405.125000 Penalty: 4201.274414
	Iteration 8Q: 3 clusters Score -903405.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -903481.500000 Penalty: 4201.274414
	Iteration 9Q: 3 clusters Score -903481.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -903548.312500 Penalty: 4201.274414
	Iteration 10Q: 3 clusters Score -903548.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -903600.500000 Penalty: 4201.274414
	Iteration 11Q: 3 clusters Score -903600.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -903645.312500 Penalty: 4201.274414
	Iteration 12Q: 3 clusters Score -903645.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -903690.500000 Penalty: 4201.274414
	Iteration 13Q: 3 clusters Score -903690.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -903723.125000 Penalty: 4201.274414
	Iteration 14Q: 3 clusters Score -903723.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -903748.937500 Penalty: 4201.274414
	Iteration 15Q: 3 clusters Score -903748.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -903764.250000 Penalty: 4201.274414
	Iteration 16Q: 3 clusters Score -903764.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -903773.312500 Penalty: 4201.274414
	Iteration 17Q: 3 clusters Score -903773.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -903785.500000 Penalty: 4201.274414
	Iteration 18Q: 3 clusters Score -903785.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -903794.937500 Penalty: 4201.274414
	Iteration 19Q: 3 clusters Score -903794.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -903806.750000 Penalty: 4201.274414
	Iteration 20F: 3 clusters Score -903806.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -903816.687500 Penalty: 4201.274414
	Iteration 21Q: 3 clusters Score -903816.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -903828.312500 Penalty: 4201.274414
	Iteration 22Q: 3 clusters Score -903828.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -903841.187500 Penalty: 4201.274414
	Iteration 23Q: 3 clusters Score -903841.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -903844.937500 Penalty: 4201.274414
	Iteration 24Q: 3 clusters Score -903844.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -903851.875000 Penalty: 4201.274414
	Iteration 25Q: 3 clusters Score -903851.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -903863.437500 Penalty: 4201.274414
	Iteration 26Q: 3 clusters Score -903863.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -903871.250000 Penalty: 4201.274414
	Iteration 27Q: 3 clusters Score -903871.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -903881.625000 Penalty: 4201.274414
	Iteration 28Q: 3 clusters Score -903881.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -903890.937500 Penalty: 4201.274414
	Iteration 29Q: 3 clusters Score -903890.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -903900.125000 Penalty: 4201.274414
	Iteration 30Q: 3 clusters Score -903900.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -903908.750000 Penalty: 4201.274414
	Iteration 31Q: 3 clusters Score -903908.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -903914.125000 Penalty: 4201.274414
	Iteration 32Q: 3 clusters Score -903914.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -903920.750000 Penalty: 4201.274414
	Iteration 33Q: 3 clusters Score -903920.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -903930.812500 Penalty: 4201.274414
	Iteration 34Q: 3 clusters Score -903930.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -903938.250000 Penalty: 4201.274414
	Iteration 35Q: 3 clusters Score -903938.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -903950.250000 Penalty: 4201.274414
	Iteration 36Q: 3 clusters Score -903950.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -903963.250000 Penalty: 4201.274414
	Iteration 37Q: 3 clusters Score -903963.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -903981.437500 Penalty: 4201.274414
	Iteration 38Q: 3 clusters Score -903981.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -904005.437500 Penalty: 4201.274414
	Iteration 39Q: 3 clusters Score -904005.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -904031.875000 Penalty: 4201.274414
	Iteration 40F: 3 clusters Score -904031.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -904052.750000 Penalty: 4201.274414
	Iteration 41Q: 3 clusters Score -904052.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -904064.687500 Penalty: 4201.274414
	Iteration 42Q: 3 clusters Score -904064.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -904083.250000 Penalty: 4201.274414
	Iteration 43Q: 3 clusters Score -904083.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -904104.812500 Penalty: 4201.274414
	Iteration 44Q: 3 clusters Score -904104.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -904130.000000 Penalty: 4201.274414
	Iteration 45Q: 3 clusters Score -904130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -904151.687500 Penalty: 4201.274414
	Iteration 46Q: 3 clusters Score -904151.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -904173.500000 Penalty: 4201.274414
	Iteration 47Q: 3 clusters Score -904173.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -904188.250000 Penalty: 4201.274414
	Iteration 48Q: 3 clusters Score -904188.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -904206.000000 Penalty: 4201.274414
	Iteration 49Q: 3 clusters Score -904206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -904230.875000 Penalty: 4201.274414
	Iteration 50Q: 3 clusters Score -904230.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -904245.875000 Penalty: 4201.274414
	Iteration 51Q: 3 clusters Score -904245.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -904260.875000 Penalty: 4201.274414
	Iteration 52Q: 3 clusters Score -904260.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -904278.937500 Penalty: 4201.274414
	Iteration 53Q: 3 clusters Score -904278.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -904292.125000 Penalty: 4201.274414
	Iteration 54Q: 3 clusters Score -904292.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -904306.375000 Penalty: 4201.274414
	Iteration 55Q: 3 clusters Score -904306.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -904323.000000 Penalty: 4201.274414
	Iteration 56Q: 3 clusters Score -904323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -904332.750000 Penalty: 4201.274414
	Iteration 57Q: 3 clusters Score -904332.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -904344.062500 Penalty: 4201.274414
	Iteration 58Q: 3 clusters Score -904344.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -904358.687500 Penalty: 4201.274414
	Iteration 59Q: 3 clusters Score -904358.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -904376.812500 Penalty: 4201.274414
	Iteration 60F: 3 clusters Score -904376.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -904392.750000 Penalty: 4201.274414
	Iteration 61Q: 3 clusters Score -904392.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -904404.000000 Penalty: 4201.274414
	Iteration 62Q: 3 clusters Score -904404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -904411.000000 Penalty: 4201.274414
	Iteration 63Q: 3 clusters Score -904411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -904423.000000 Penalty: 4201.274414
	Iteration 64Q: 3 clusters Score -904423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -904428.500000 Penalty: 4201.274414
	Iteration 65Q: 3 clusters Score -904428.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -904432.250000 Penalty: 4201.274414
	Iteration 66Q: 3 clusters Score -904432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -904437.250000 Penalty: 4201.274414
	Iteration 67Q: 3 clusters Score -904437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -904441.250000 Penalty: 4201.274414
	Iteration 68Q: 3 clusters Score -904441.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -904444.562500 Penalty: 4201.274414
	Iteration 69Q: 3 clusters Score -904444.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -904451.312500 Penalty: 4201.274414
	Iteration 70Q: 3 clusters Score -904451.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -904456.062500 Penalty: 4201.274414
	Iteration 71Q: 3 clusters Score -904456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -904462.062500 Penalty: 4201.274414
	Iteration 72Q: 3 clusters Score -904462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -904466.250000 Penalty: 4201.274414
	Iteration 73Q: 3 clusters Score -904466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -904472.750000 Penalty: 4201.274414
	Iteration 74Q: 3 clusters Score -904472.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -904484.125000 Penalty: 4201.274414
	Iteration 75Q: 3 clusters Score -904484.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -904500.750000 Penalty: 4201.274414
	Iteration 76Q: 3 clusters Score -904500.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -904514.437500 Penalty: 4201.274414
	Iteration 77Q: 3 clusters Score -904514.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -904531.187500 Penalty: 4201.274414
	Iteration 78Q: 3 clusters Score -904531.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -904544.562500 Penalty: 4201.274414
	Iteration 79Q: 3 clusters Score -904544.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -904546.437500 Penalty: 4201.274414
	Iteration 80F: 3 clusters Score -904546.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -904552.187500 Penalty: 4201.274414
	Iteration 81Q: 3 clusters Score -904552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -904554.312500 Penalty: 4201.274414
	Iteration 82Q: 3 clusters Score -904554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -904556.375000 Penalty: 4201.274414
	Iteration 83Q: 3 clusters Score -904556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -904562.250000 Penalty: 4201.274414
	Iteration 84Q: 3 clusters Score -904562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -904562.187500 Penalty: 4201.274414
	Iteration 85Q: 3 clusters Score -904562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -904564.062500 Penalty: 4201.274414
	Iteration 86Q: 3 clusters Score -904564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -904567.500000 Penalty: 4201.274414
	Iteration 87Q: 3 clusters Score -904567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -904569.937500 Penalty: 4201.274414
	Iteration 88Q: 3 clusters Score -904569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -904569.937500 Penalty: 4201.274414
	Iteration 89Q: 3 clusters Score -904569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -904569.937500 Penalty: 4201.274414
	Iteration 90F: 3 clusters Score -904569.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -63844.210938 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -63844.21 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 209 members 
Entering Unmasked Estep 
Score: -62562.722656 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -62562.72 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62742.851562 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -62742.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62806.863281 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -62806.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62835.089844 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -62835.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62838.035156 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -62838.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62844.355469 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -62844.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62852.320312 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -62852.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62852.320312 Penalty: 2968.032471
	Iteration 7F: 3 clusters Score -62852.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Entering Unmasked Estep 
Score: -3117000.250000 Penalty: 2382.944336
	Iteration 0F: 2 clusters Score -3117000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3106290.250000 Penalty: 4765.888672
	Iteration 0F: 3 clusters Score -3106290 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3109817.750000 Penalty: 4765.888672
	Iteration 1F: 3 clusters Score -3109818 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3110132.750000 Penalty: 4765.888672
	Iteration 2F: 3 clusters Score -3110133 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3110427.500000 Penalty: 4765.888672
	Iteration 3Q: 3 clusters Score -3110428 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3110676.000000 Penalty: 4765.888672
	Iteration 4Q: 3 clusters Score -3110676 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3110946.000000 Penalty: 4765.888672
	Iteration 5Q: 3 clusters Score -3110946 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3111210.750000 Penalty: 4765.888672
	Iteration 6Q: 3 clusters Score -3111211 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3111514.000000 Penalty: 4765.888672
	Iteration 7Q: 3 clusters Score -3111514 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3111844.250000 Penalty: 4765.888672
	Iteration 8Q: 3 clusters Score -3111844 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3112233.250000 Penalty: 4765.888672
	Iteration 9Q: 3 clusters Score -3112233 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3112656.500000 Penalty: 4765.888672
	Iteration 10Q: 3 clusters Score -3112656 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3113069.000000 Penalty: 4765.888672
	Iteration 11Q: 3 clusters Score -3113069 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3113451.000000 Penalty: 4765.888672
	Iteration 12Q: 3 clusters Score -3113451 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3113759.250000 Penalty: 4765.888672
	Iteration 13Q: 3 clusters Score -3113759 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3114006.250000 Penalty: 4765.888672
	Iteration 14Q: 3 clusters Score -3114006 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3114248.500000 Penalty: 4765.888672
	Iteration 15Q: 3 clusters Score -3114248 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3114394.250000 Penalty: 4765.888672
	Iteration 16Q: 3 clusters Score -3114394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3114521.000000 Penalty: 4765.888672
	Iteration 17Q: 3 clusters Score -3114521 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3114628.000000 Penalty: 4765.888672
	Iteration 18Q: 3 clusters Score -3114628 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3114709.750000 Penalty: 4765.888672
	Iteration 19Q: 3 clusters Score -3114710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3114785.000000 Penalty: 4765.888672
	Iteration 20F: 3 clusters Score -3114785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3114829.750000 Penalty: 4765.888672
	Iteration 21Q: 3 clusters Score -3114830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3114864.750000 Penalty: 4765.888672
	Iteration 22Q: 3 clusters Score -3114865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3114872.000000 Penalty: 4765.888672
	Iteration 23Q: 3 clusters Score -3114872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3114883.250000 Penalty: 4765.888672
	Iteration 24Q: 3 clusters Score -3114883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3114887.000000 Penalty: 4765.888672
	Iteration 25Q: 3 clusters Score -3114887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3114904.000000 Penalty: 4765.888672
	Iteration 26Q: 3 clusters Score -3114904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3114905.500000 Penalty: 4765.888672
	Iteration 27Q: 3 clusters Score -3114906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3114912.250000 Penalty: 4765.888672
	Iteration 28Q: 3 clusters Score -3114912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3114916.250000 Penalty: 4765.888672
	Iteration 29Q: 3 clusters Score -3114916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3114926.250000 Penalty: 4765.888672
	Iteration 30Q: 3 clusters Score -3114926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3114938.750000 Penalty: 4765.888672
	Iteration 31Q: 3 clusters Score -3114939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3114944.750000 Penalty: 4765.888672
	Iteration 32Q: 3 clusters Score -3114945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3114945.750000 Penalty: 4765.888672
	Iteration 33Q: 3 clusters Score -3114946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3114950.000000 Penalty: 4765.888672
	Iteration 34Q: 3 clusters Score -3114950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3114950.500000 Penalty: 4765.888672
	Iteration 35Q: 3 clusters Score -3114950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3114950.500000 Penalty: 4765.888672
	Iteration 36F: 3 clusters Score -3114950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (17359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Entering Unmasked Estep 
Score: -3638723.750000 Penalty: 2420.942871
	Iteration 0F: 2 clusters Score -3638724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3627017.000000 Penalty: 4841.885742
	Iteration 0F: 3 clusters Score -3627017 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3630911.000000 Penalty: 4841.885742
	Iteration 1F: 3 clusters Score -3630911 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3631214.250000 Penalty: 4841.885742
	Iteration 2F: 3 clusters Score -3631214 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3631453.250000 Penalty: 4841.885742
	Iteration 3Q: 3 clusters Score -3631453 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3631654.250000 Penalty: 4841.885742
	Iteration 4Q: 3 clusters Score -3631654 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3631814.500000 Penalty: 4841.885742
	Iteration 5Q: 3 clusters Score -3631814 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3631927.250000 Penalty: 4841.885742
	Iteration 6Q: 3 clusters Score -3631927 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3632039.750000 Penalty: 4841.885742
	Iteration 7Q: 3 clusters Score -3632040 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3632124.500000 Penalty: 4841.885742
	Iteration 8Q: 3 clusters Score -3632124 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3632224.250000 Penalty: 4841.885742
	Iteration 9Q: 3 clusters Score -3632224 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3632303.500000 Penalty: 4841.885742
	Iteration 10Q: 3 clusters Score -3632304 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3632380.500000 Penalty: 4841.885742
	Iteration 11Q: 3 clusters Score -3632380 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3632493.000000 Penalty: 4841.885742
	Iteration 12Q: 3 clusters Score -3632493 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3632620.000000 Penalty: 4841.885742
	Iteration 13Q: 3 clusters Score -3632620 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3632777.000000 Penalty: 4841.885742
	Iteration 14Q: 3 clusters Score -3632777 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3632992.250000 Penalty: 4841.885742
	Iteration 15Q: 3 clusters Score -3632992 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3633284.250000 Penalty: 4841.885742
	Iteration 16Q: 3 clusters Score -3633284 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3633627.750000 Penalty: 4841.885742
	Iteration 17Q: 3 clusters Score -3633628 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3634070.500000 Penalty: 4841.885742
	Iteration 18Q: 3 clusters Score -3634070 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3634635.000000 Penalty: 4841.885742
	Iteration 19Q: 3 clusters Score -3634635 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3635206.500000 Penalty: 4841.885742
	Iteration 20F: 3 clusters Score -3635206 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3635718.250000 Penalty: 4841.885742
	Iteration 21Q: 3 clusters Score -3635718 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3636081.500000 Penalty: 4841.885742
	Iteration 22Q: 3 clusters Score -3636082 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3636261.750000 Penalty: 4841.885742
	Iteration 23Q: 3 clusters Score -3636262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3636350.250000 Penalty: 4841.885742
	Iteration 24Q: 3 clusters Score -3636350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3636430.250000 Penalty: 4841.885742
	Iteration 25Q: 3 clusters Score -3636430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3636484.750000 Penalty: 4841.885742
	Iteration 26Q: 3 clusters Score -3636485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3636533.000000 Penalty: 4841.885742
	Iteration 27Q: 3 clusters Score -3636533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3636560.500000 Penalty: 4841.885742
	Iteration 28Q: 3 clusters Score -3636560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3636588.000000 Penalty: 4841.885742
	Iteration 29Q: 3 clusters Score -3636588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3636600.750000 Penalty: 4841.885742
	Iteration 30Q: 3 clusters Score -3636601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3636614.250000 Penalty: 4841.885742
	Iteration 31Q: 3 clusters Score -3636614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3636628.250000 Penalty: 4841.885742
	Iteration 32Q: 3 clusters Score -3636628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3636637.000000 Penalty: 4841.885742
	Iteration 33Q: 3 clusters Score -3636637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3636639.500000 Penalty: 4841.885742
	Iteration 34Q: 3 clusters Score -3636640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3636645.250000 Penalty: 4841.885742
	Iteration 35Q: 3 clusters Score -3636645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3636650.500000 Penalty: 4841.885742
	Iteration 36Q: 3 clusters Score -3636650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3636647.000000 Penalty: 4841.885742
	Iteration 37Q: 3 clusters Score -3636647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3636649.000000 Penalty: 4841.885742
	Iteration 38Q: 3 clusters Score -3636649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3636650.500000 Penalty: 4841.885742
	Iteration 39Q: 3 clusters Score -3636650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3636650.500000 Penalty: 4841.885742
	Iteration 40F: 3 clusters Score -3636650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -381962.843750 Penalty: 1888.104614
	Iteration 0F: 2 clusters Score -381962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -379314.187500 Penalty: 3776.209229
	Iteration 0F: 3 clusters Score -379314.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -379894.375000 Penalty: 3776.209229
	Iteration 1F: 3 clusters Score -379894.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -380138.656250 Penalty: 3776.209229
	Iteration 2F: 3 clusters Score -380138.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -380305.031250 Penalty: 3776.209229
	Iteration 3F: 3 clusters Score -380305 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -380410.968750 Penalty: 3776.209229
	Iteration 4Q: 3 clusters Score -380411 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -380488.937500 Penalty: 3776.209229
	Iteration 5Q: 3 clusters Score -380488.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -380532.593750 Penalty: 3776.209229
	Iteration 6Q: 3 clusters Score -380532.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -380572.718750 Penalty: 3776.209229
	Iteration 7Q: 3 clusters Score -380572.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -380606.656250 Penalty: 3776.209229
	Iteration 8Q: 3 clusters Score -380606.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -380634.906250 Penalty: 3776.209229
	Iteration 9Q: 3 clusters Score -380634.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -380660.937500 Penalty: 3776.209229
	Iteration 10Q: 3 clusters Score -380660.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -380690.500000 Penalty: 3776.209229
	Iteration 11Q: 3 clusters Score -380690.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -380712.250000 Penalty: 3776.209229
	Iteration 12Q: 3 clusters Score -380712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -380724.656250 Penalty: 3776.209229
	Iteration 13Q: 3 clusters Score -380724.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -380735.625000 Penalty: 3776.209229
	Iteration 14Q: 3 clusters Score -380735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -380738.281250 Penalty: 3776.209229
	Iteration 15Q: 3 clusters Score -380738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -380738.937500 Penalty: 3776.209229
	Iteration 16Q: 3 clusters Score -380738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -380739.625000 Penalty: 3776.209229
	Iteration 17Q: 3 clusters Score -380739.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -380739.625000 Penalty: 3776.209229
	Iteration 18F: 3 clusters Score -380739.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (36120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Entering Unmasked Estep 
Score: -7028440.000000 Penalty: 2602.661377
	Iteration 0F: 2 clusters Score -7028440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -7006130.000000 Penalty: 5205.322754
	Iteration 0F: 3 clusters Score -7006130 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -7014972.000000 Penalty: 5205.322754
	Iteration 1F: 3 clusters Score -7014972 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -7015416.000000 Penalty: 5205.322754
	Iteration 2Q: 3 clusters Score -7015416 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -7015752.500000 Penalty: 5205.322754
	Iteration 3Q: 3 clusters Score -7015752 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -7016032.500000 Penalty: 5205.322754
	Iteration 4Q: 3 clusters Score -7016032 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -7016321.000000 Penalty: 5205.322754
	Iteration 5Q: 3 clusters Score -7016321 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -7016567.000000 Penalty: 5205.322754
	Iteration 6Q: 3 clusters Score -7016567 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -7017011.000000 Penalty: 5205.322754
	Iteration 7Q: 3 clusters Score -7017011 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -7017490.500000 Penalty: 5205.322754
	Iteration 8Q: 3 clusters Score -7017490 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -7018187.000000 Penalty: 5205.322754
	Iteration 9Q: 3 clusters Score -7018187 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -7019318.500000 Penalty: 5205.322754
	Iteration 10F: 3 clusters Score -7019318 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -7020759.000000 Penalty: 5205.322754
	Iteration 11F: 3 clusters Score -7020759 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -7022184.500000 Penalty: 5205.322754
	Iteration 12F: 3 clusters Score -7022184 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -7023519.500000 Penalty: 5205.322754
	Iteration 13F: 3 clusters Score -7023520 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7024495.000000 Penalty: 5205.322754
	Iteration 14Q: 3 clusters Score -7024495 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7025233.500000 Penalty: 5205.322754
	Iteration 15Q: 3 clusters Score -7025234 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7025654.000000 Penalty: 5205.322754
	Iteration 16Q: 3 clusters Score -7025654 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7025843.500000 Penalty: 5205.322754
	Iteration 17Q: 3 clusters Score -7025844 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7025965.500000 Penalty: 5205.322754
	Iteration 18Q: 3 clusters Score -7025966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7026045.500000 Penalty: 5205.322754
	Iteration 19Q: 3 clusters Score -7026046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7026108.500000 Penalty: 5205.322754
	Iteration 20F: 3 clusters Score -7026108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7026139.500000 Penalty: 5205.322754
	Iteration 21Q: 3 clusters Score -7026140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7026170.500000 Penalty: 5205.322754
	Iteration 22Q: 3 clusters Score -7026170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7026192.000000 Penalty: 5205.322754
	Iteration 23Q: 3 clusters Score -7026192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7026189.500000 Penalty: 5205.322754
	Iteration 24Q: 3 clusters Score -7026190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7026197.500000 Penalty: 5205.322754
	Iteration 25Q: 3 clusters Score -7026198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7026210.000000 Penalty: 5205.322754
	Iteration 26Q: 3 clusters Score -7026210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7026216.000000 Penalty: 5205.322754
	Iteration 27Q: 3 clusters Score -7026216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7026219.500000 Penalty: 5205.322754
	Iteration 28Q: 3 clusters Score -7026220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7026224.000000 Penalty: 5205.322754
	Iteration 29Q: 3 clusters Score -7026224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7026222.500000 Penalty: 5205.322754
	Iteration 30Q: 3 clusters Score -7026222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7026223.500000 Penalty: 5205.322754
	Iteration 31Q: 3 clusters Score -7026224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7026220.500000 Penalty: 5205.322754
	Iteration 32Q: 3 clusters Score -7026220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7026224.500000 Penalty: 5205.322754
	Iteration 33Q: 3 clusters Score -7026224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7026224.500000 Penalty: 5205.322754
	Iteration 34F: 3 clusters Score -7026224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (38797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Entering Unmasked Estep 
Score: -7556640.000000 Penalty: 2620.392334
	Iteration 0F: 2 clusters Score -7556640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -7534022.000000 Penalty: 5240.784668
	Iteration 0F: 3 clusters Score -7534022 nChanged 17930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7544137.500000 Penalty: 5240.784668
	Iteration 1F: 3 clusters Score -7544138 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7545684.000000 Penalty: 5240.784668
	Iteration 2F: 3 clusters Score -7545684 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -7548537.500000 Penalty: 5240.784668
	Iteration 3F: 3 clusters Score -7548538 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -7552947.500000 Penalty: 5240.784668
	Iteration 4F: 3 clusters Score -7552948 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7555523.500000 Penalty: 5240.784668
	Iteration 5F: 3 clusters Score -7555524 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -7556218.500000 Penalty: 5240.784668
	Iteration 6Q: 3 clusters Score -7556218 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -7556457.000000 Penalty: 5240.784668
	Iteration 7Q: 3 clusters Score -7556457 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -7556592.500000 Penalty: 5240.784668
	Iteration 8Q: 3 clusters Score -7556592 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -7556680.500000 Penalty: 5240.784668
	Iteration 9Q: 3 clusters Score -7556680 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -7556776.000000 Penalty: 5240.784668
	Iteration 10Q: 3 clusters Score -7556776 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -7556845.500000 Penalty: 5240.784668
	Iteration 11Q: 3 clusters Score -7556846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -7556844.500000 Penalty: 5240.784668
	Iteration 12Q: 3 clusters Score -7556844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -7556850.500000 Penalty: 5240.784668
	Iteration 13Q: 3 clusters Score -7556850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -7556868.000000 Penalty: 5240.784668
	Iteration 14Q: 3 clusters Score -7556868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -7556859.000000 Penalty: 5240.784668
	Iteration 15Q: 3 clusters Score -7556859 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -7556847.500000 Penalty: 5240.784668
	Iteration 16Q: 3 clusters Score -7556848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -7556841.500000 Penalty: 5240.784668
	Iteration 17Q: 3 clusters Score -7556842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -7556866.500000 Penalty: 5240.784668
	Iteration 18Q: 3 clusters Score -7556866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -7556865.000000 Penalty: 5240.784668
	Iteration 19Q: 3 clusters Score -7556865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -7556859.000000 Penalty: 5240.784668
	Iteration 20F: 3 clusters Score -7556859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -7556852.500000 Penalty: 5240.784668
	Iteration 21Q: 3 clusters Score -7556852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -7556849.000000 Penalty: 5240.784668
	Iteration 22Q: 3 clusters Score -7556849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7556862.500000 Penalty: 5240.784668
	Iteration 23Q: 3 clusters Score -7556862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -7556852.500000 Penalty: 5240.784668
	Iteration 24Q: 3 clusters Score -7556852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -7556848.000000 Penalty: 5240.784668
	Iteration 25Q: 3 clusters Score -7556848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -7556842.500000 Penalty: 5240.784668
	Iteration 26Q: 3 clusters Score -7556842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7556843.500000 Penalty: 5240.784668
	Iteration 27Q: 3 clusters Score -7556844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7556843.500000 Penalty: 5240.784668
	Iteration 28F: 3 clusters Score -7556844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37469 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 32038 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27922 members 
Mstep: Class 14 contains 55633 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 13262 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 41523 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 15866 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35464 members 
Mstep: Class 35 contains 35536 members 
Mstep: Class 36 contains 37836 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12262 members 
Mstep: Class 45 contains 12775 members 
Mstep: Class 46 contains 6642 members 
Mstep: Class 47 contains 42834 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16635 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4771 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14893 members 
Mstep: Class 57 contains 17359 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36120 members 
Mstep: Class 60 contains 17304 members 
Mstep: Class 61 contains 15646 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16310 members 
Mstep: Class 65 contains 3221 members 
Mstep: Class 66 contains 20281 members 
Mstep: Class 67 contains 21493 members 
Entering Unmasked Estep 
Score: -161345568.000000 Penalty: 226638.109375
Splitting cluster 60 changes total score from -161346320.000000 to -161345568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (15646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Entering Unmasked Estep 
Score: -3304080.000000 Penalty: 2395.176758
	Iteration 0F: 2 clusters Score -3304080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3294062.000000 Penalty: 4790.353516
	Iteration 0F: 3 clusters Score -3294062 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3297438.750000 Penalty: 4790.353516
	Iteration 1F: 3 clusters Score -3297439 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3297791.250000 Penalty: 4790.353516
	Iteration 2F: 3 clusters Score -3297791 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3298036.250000 Penalty: 4790.353516
	Iteration 3Q: 3 clusters Score -3298036 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3298225.500000 Penalty: 4790.353516
	Iteration 4Q: 3 clusters Score -3298226 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3298371.750000 Penalty: 4790.353516
	Iteration 5Q: 3 clusters Score -3298372 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3298503.500000 Penalty: 4790.353516
	Iteration 6Q: 3 clusters Score -3298504 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3298667.750000 Penalty: 4790.353516
	Iteration 7Q: 3 clusters Score -3298668 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3298830.750000 Penalty: 4790.353516
	Iteration 8Q: 3 clusters Score -3298831 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3299006.000000 Penalty: 4790.353516
	Iteration 9Q: 3 clusters Score -3299006 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3299229.000000 Penalty: 4790.353516
	Iteration 10Q: 3 clusters Score -3299229 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3299496.750000 Penalty: 4790.353516
	Iteration 11Q: 3 clusters Score -3299497 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3299821.500000 Penalty: 4790.353516
	Iteration 12Q: 3 clusters Score -3299822 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3300227.000000 Penalty: 4790.353516
	Iteration 13Q: 3 clusters Score -3300227 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3300688.500000 Penalty: 4790.353516
	Iteration 14Q: 3 clusters Score -3300688 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3301089.000000 Penalty: 4790.353516
	Iteration 15Q: 3 clusters Score -3301089 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3301397.750000 Penalty: 4790.353516
	Iteration 16Q: 3 clusters Score -3301398 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3301648.000000 Penalty: 4790.353516
	Iteration 17Q: 3 clusters Score -3301648 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3301855.500000 Penalty: 4790.353516
	Iteration 18Q: 3 clusters Score -3301856 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3301955.500000 Penalty: 4790.353516
	Iteration 19Q: 3 clusters Score -3301956 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3302032.250000 Penalty: 4790.353516
	Iteration 20F: 3 clusters Score -3302032 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3302056.500000 Penalty: 4790.353516
	Iteration 21Q: 3 clusters Score -3302056 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3302085.500000 Penalty: 4790.353516
	Iteration 22Q: 3 clusters Score -3302086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3302106.000000 Penalty: 4790.353516
	Iteration 23Q: 3 clusters Score -3302106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3302119.000000 Penalty: 4790.353516
	Iteration 24Q: 3 clusters Score -3302119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3302129.000000 Penalty: 4790.353516
	Iteration 25Q: 3 clusters Score -3302129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3302140.250000 Penalty: 4790.353516
	Iteration 26Q: 3 clusters Score -3302140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3302142.750000 Penalty: 4790.353516
	Iteration 27Q: 3 clusters Score -3302143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3302138.750000 Penalty: 4790.353516
	Iteration 28Q: 3 clusters Score -3302139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3302129.750000 Penalty: 4790.353516
	Iteration 29Q: 3 clusters Score -3302130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3302144.750000 Penalty: 4790.353516
	Iteration 30Q: 3 clusters Score -3302145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3302148.750000 Penalty: 4790.353516
	Iteration 31Q: 3 clusters Score -3302149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3302163.000000 Penalty: 4790.353516
	Iteration 32Q: 3 clusters Score -3302163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3302172.500000 Penalty: 4790.353516
	Iteration 33Q: 3 clusters Score -3302172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3302174.000000 Penalty: 4790.353516
	Iteration 34Q: 3 clusters Score -3302174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3302175.750000 Penalty: 4790.353516
	Iteration 35Q: 3 clusters Score -3302176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3302182.000000 Penalty: 4790.353516
	Iteration 36Q: 3 clusters Score -3302182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3302177.750000 Penalty: 4790.353516
	Iteration 37Q: 3 clusters Score -3302178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3302174.500000 Penalty: 4790.353516
	Iteration 38Q: 3 clusters Score -3302174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3302171.500000 Penalty: 4790.353516
	Iteration 39Q: 3 clusters Score -3302172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3302171.500000 Penalty: 4790.353516
	Iteration 40F: 3 clusters Score -3302172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -67969.945312 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -67969.95 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 175 members 
Entering Unmasked Estep 
Score: -66614.359375 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -66614.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66834.679688 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -66834.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66930.320312 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -66930.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66986.179688 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -66986.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -67024.828125 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -67024.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -67043.195312 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -67043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -67057.726562 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -67057.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67071.304688 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -67071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67086.164062 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -67086.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -67111.750000 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -67111.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67141.281250 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -67141.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -67158.843750 Penalty: 2963.009521
	Iteration 11Q: 3 clusters Score -67158.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -67180.218750 Penalty: 2963.009521
	Iteration 12Q: 3 clusters Score -67180.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -67202.210938 Penalty: 2963.009521
	Iteration 13Q: 3 clusters Score -67202.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67210.906250 Penalty: 2963.009521
	Iteration 14Q: 3 clusters Score -67210.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -67231.812500 Penalty: 2963.009521
	Iteration 15Q: 3 clusters Score -67231.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67236.593750 Penalty: 2963.009521
	Iteration 16Q: 3 clusters Score -67236.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -67238.914062 Penalty: 2963.009521
	Iteration 17Q: 3 clusters Score -67238.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -67238.914062 Penalty: 2963.009521
	Iteration 18F: 3 clusters Score -67238.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -85883.960938 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -85883.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84437.070312 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -84437.07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84766.968750 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -84766.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84897.312500 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -84897.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84938.226562 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -84938.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84983.617188 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -84983.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85022.398438 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -85022.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85073.257812 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -85073.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85116.015625 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -85116.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85178.054688 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -85178.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85204.367188 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -85204.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85243.273438 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -85243.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85296.945312 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -85296.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85331.617188 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -85331.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85341.234375 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -85341.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85354.867188 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -85354.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85359.960938 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -85359.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85362.750000 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -85362.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85366.281250 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -85366.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85373.710938 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -85373.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85400.546875 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -85400.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -85403.992188 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -85403.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85406.117188 Penalty: 3176.172607
	Iteration 21Q: 3 clusters Score -85406.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -85436.773438 Penalty: 3176.172607
	Iteration 22Q: 3 clusters Score -85436.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -85443.890625 Penalty: 3176.172607
	Iteration 23Q: 3 clusters Score -85443.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -85475.445312 Penalty: 3176.172607
	Iteration 24Q: 3 clusters Score -85475.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85480.898438 Penalty: 3176.172607
	Iteration 25Q: 3 clusters Score -85480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85526.359375 Penalty: 3176.172607
	Iteration 26Q: 3 clusters Score -85526.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -85573.234375 Penalty: 3176.172607
	Iteration 27Q: 3 clusters Score -85573.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85593.125000 Penalty: 3176.172607
	Iteration 28Q: 3 clusters Score -85593.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85594.312500 Penalty: 3176.172607
	Iteration 29Q: 3 clusters Score -85594.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85600.882812 Penalty: 3176.172607
	Iteration 30Q: 3 clusters Score -85600.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85601.273438 Penalty: 3176.172607
	Iteration 31Q: 3 clusters Score -85601.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85601.609375 Penalty: 3176.172607
	Iteration 32Q: 3 clusters Score -85601.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85601.609375 Penalty: 3176.172607
	Iteration 33F: 3 clusters Score -85601.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (16310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Entering Unmasked Estep 
Score: -3434524.250000 Penalty: 2405.484375
	Iteration 0F: 2 clusters Score -3434524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3423808.750000 Penalty: 4810.968750
	Iteration 0F: 3 clusters Score -3423809 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3427590.000000 Penalty: 4810.968750
	Iteration 1F: 3 clusters Score -3427590 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3427957.000000 Penalty: 4810.968750
	Iteration 2F: 3 clusters Score -3427957 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3428219.500000 Penalty: 4810.968750
	Iteration 3Q: 3 clusters Score -3428220 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3428405.250000 Penalty: 4810.968750
	Iteration 4Q: 3 clusters Score -3428405 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3428584.250000 Penalty: 4810.968750
	Iteration 5Q: 3 clusters Score -3428584 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3428731.250000 Penalty: 4810.968750
	Iteration 6Q: 3 clusters Score -3428731 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3428899.000000 Penalty: 4810.968750
	Iteration 7Q: 3 clusters Score -3428899 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -3429049.250000 Penalty: 4810.968750
	Iteration 8Q: 3 clusters Score -3429049 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3429226.000000 Penalty: 4810.968750
	Iteration 9Q: 3 clusters Score -3429226 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3429438.500000 Penalty: 4810.968750
	Iteration 10Q: 3 clusters Score -3429438 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3429715.250000 Penalty: 4810.968750
	Iteration 11Q: 3 clusters Score -3429715 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3430045.250000 Penalty: 4810.968750
	Iteration 12Q: 3 clusters Score -3430045 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3430412.500000 Penalty: 4810.968750
	Iteration 13Q: 3 clusters Score -3430412 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3430870.000000 Penalty: 4810.968750
	Iteration 14Q: 3 clusters Score -3430870 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3431305.750000 Penalty: 4810.968750
	Iteration 15Q: 3 clusters Score -3431306 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3431656.000000 Penalty: 4810.968750
	Iteration 16Q: 3 clusters Score -3431656 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3431958.750000 Penalty: 4810.968750
	Iteration 17Q: 3 clusters Score -3431959 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3432149.000000 Penalty: 4810.968750
	Iteration 18Q: 3 clusters Score -3432149 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3432247.000000 Penalty: 4810.968750
	Iteration 19Q: 3 clusters Score -3432247 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3432321.000000 Penalty: 4810.968750
	Iteration 20F: 3 clusters Score -3432321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3432379.750000 Penalty: 4810.968750
	Iteration 21Q: 3 clusters Score -3432380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3432421.500000 Penalty: 4810.968750
	Iteration 22Q: 3 clusters Score -3432422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3432445.500000 Penalty: 4810.968750
	Iteration 23Q: 3 clusters Score -3432446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3432465.250000 Penalty: 4810.968750
	Iteration 24Q: 3 clusters Score -3432465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3432476.250000 Penalty: 4810.968750
	Iteration 25Q: 3 clusters Score -3432476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3432485.750000 Penalty: 4810.968750
	Iteration 26Q: 3 clusters Score -3432486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3432486.250000 Penalty: 4810.968750
	Iteration 27Q: 3 clusters Score -3432486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3432493.250000 Penalty: 4810.968750
	Iteration 28Q: 3 clusters Score -3432493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3432494.250000 Penalty: 4810.968750
	Iteration 29Q: 3 clusters Score -3432494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3432494.750000 Penalty: 4810.968750
	Iteration 30Q: 3 clusters Score -3432495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3432496.250000 Penalty: 4810.968750
	Iteration 31Q: 3 clusters Score -3432496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3432498.250000 Penalty: 4810.968750
	Iteration 32Q: 3 clusters Score -3432498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3432498.250000 Penalty: 4810.968750
	Iteration 33F: 3 clusters Score -3432498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -609488.562500 Penalty: 2003.206787
	Iteration 0F: 2 clusters Score -609488.6 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 1591 members 
Entering Unmasked Estep 
Score: -606084.625000 Penalty: 4006.413574
	Iteration 0F: 3 clusters Score -606084.6 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -606756.625000 Penalty: 4006.413574
	Iteration 1F: 3 clusters Score -606756.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -606943.937500 Penalty: 4006.413574
	Iteration 2F: 3 clusters Score -606943.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -607080.625000 Penalty: 4006.413574
	Iteration 3F: 3 clusters Score -607080.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -607176.437500 Penalty: 4006.413574
	Iteration 4Q: 3 clusters Score -607176.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -607240.187500 Penalty: 4006.413574
	Iteration 5Q: 3 clusters Score -607240.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -607279.125000 Penalty: 4006.413574
	Iteration 6Q: 3 clusters Score -607279.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -607307.312500 Penalty: 4006.413574
	Iteration 7Q: 3 clusters Score -607307.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -607329.250000 Penalty: 4006.413574
	Iteration 8Q: 3 clusters Score -607329.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -607355.750000 Penalty: 4006.413574
	Iteration 9Q: 3 clusters Score -607355.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -607377.000000 Penalty: 4006.413574
	Iteration 10Q: 3 clusters Score -607377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -607394.125000 Penalty: 4006.413574
	Iteration 11Q: 3 clusters Score -607394.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -607412.937500 Penalty: 4006.413574
	Iteration 12Q: 3 clusters Score -607412.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -607427.125000 Penalty: 4006.413574
	Iteration 13Q: 3 clusters Score -607427.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -607438.937500 Penalty: 4006.413574
	Iteration 14Q: 3 clusters Score -607438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -607447.750000 Penalty: 4006.413574
	Iteration 15Q: 3 clusters Score -607447.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -607458.562500 Penalty: 4006.413574
	Iteration 16Q: 3 clusters Score -607458.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -607470.000000 Penalty: 4006.413574
	Iteration 17Q: 3 clusters Score -607470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -607481.312500 Penalty: 4006.413574
	Iteration 18Q: 3 clusters Score -607481.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -607489.687500 Penalty: 4006.413574
	Iteration 19Q: 3 clusters Score -607489.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -607495.875000 Penalty: 4006.413574
	Iteration 20F: 3 clusters Score -607495.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -607504.625000 Penalty: 4006.413574
	Iteration 21Q: 3 clusters Score -607504.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -607507.875000 Penalty: 4006.413574
	Iteration 22Q: 3 clusters Score -607507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -607508.125000 Penalty: 4006.413574
	Iteration 23Q: 3 clusters Score -607508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -607509.187500 Penalty: 4006.413574
	Iteration 24Q: 3 clusters Score -607509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -607508.812500 Penalty: 4006.413574
	Iteration 25Q: 3 clusters Score -607508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -607508.812500 Penalty: 4006.413574
	Iteration 26F: 3 clusters Score -607508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (20281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Entering Unmasked Estep 
Score: -4285542.500000 Penalty: 2459.524902
	Iteration 0F: 2 clusters Score -4285542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4274436.000000 Penalty: 4919.049805
	Iteration 0F: 3 clusters Score -4274436 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4279115.000000 Penalty: 4919.049805
	Iteration 1F: 3 clusters Score -4279115 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -4279464.000000 Penalty: 4919.049805
	Iteration 2Q: 3 clusters Score -4279464 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4279789.500000 Penalty: 4919.049805
	Iteration 3Q: 3 clusters Score -4279790 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4280123.500000 Penalty: 4919.049805
	Iteration 4Q: 3 clusters Score -4280124 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4280455.500000 Penalty: 4919.049805
	Iteration 5Q: 3 clusters Score -4280456 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -4280835.500000 Penalty: 4919.049805
	Iteration 6Q: 3 clusters Score -4280836 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4281166.500000 Penalty: 4919.049805
	Iteration 7Q: 3 clusters Score -4281166 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4281420.000000 Penalty: 4919.049805
	Iteration 8Q: 3 clusters Score -4281420 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4281627.000000 Penalty: 4919.049805
	Iteration 9Q: 3 clusters Score -4281627 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4281787.500000 Penalty: 4919.049805
	Iteration 10Q: 3 clusters Score -4281788 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4281944.000000 Penalty: 4919.049805
	Iteration 11Q: 3 clusters Score -4281944 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4282104.000000 Penalty: 4919.049805
	Iteration 12Q: 3 clusters Score -4282104 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4282248.000000 Penalty: 4919.049805
	Iteration 13Q: 3 clusters Score -4282248 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4282419.000000 Penalty: 4919.049805
	Iteration 14Q: 3 clusters Score -4282419 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4282552.500000 Penalty: 4919.049805
	Iteration 15Q: 3 clusters Score -4282552 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4282675.500000 Penalty: 4919.049805
	Iteration 16Q: 3 clusters Score -4282676 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4282805.500000 Penalty: 4919.049805
	Iteration 17Q: 3 clusters Score -4282806 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4282878.500000 Penalty: 4919.049805
	Iteration 18Q: 3 clusters Score -4282878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4282972.000000 Penalty: 4919.049805
	Iteration 19Q: 3 clusters Score -4282972 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4283064.000000 Penalty: 4919.049805
	Iteration 20F: 3 clusters Score -4283064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4283144.500000 Penalty: 4919.049805
	Iteration 21Q: 3 clusters Score -4283144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4283200.000000 Penalty: 4919.049805
	Iteration 22Q: 3 clusters Score -4283200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4283281.000000 Penalty: 4919.049805
	Iteration 23Q: 3 clusters Score -4283281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4283337.000000 Penalty: 4919.049805
	Iteration 24Q: 3 clusters Score -4283337 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4283384.500000 Penalty: 4919.049805
	Iteration 25Q: 3 clusters Score -4283384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4283403.000000 Penalty: 4919.049805
	Iteration 26Q: 3 clusters Score -4283403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4283431.000000 Penalty: 4919.049805
	Iteration 27Q: 3 clusters Score -4283431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4283440.500000 Penalty: 4919.049805
	Iteration 28Q: 3 clusters Score -4283440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4283457.500000 Penalty: 4919.049805
	Iteration 29Q: 3 clusters Score -4283458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4283483.000000 Penalty: 4919.049805
	Iteration 30Q: 3 clusters Score -4283483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4283495.000000 Penalty: 4919.049805
	Iteration 31Q: 3 clusters Score -4283495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4283499.000000 Penalty: 4919.049805
	Iteration 32Q: 3 clusters Score -4283499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4283509.500000 Penalty: 4919.049805
	Iteration 33Q: 3 clusters Score -4283510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4283522.000000 Penalty: 4919.049805
	Iteration 34Q: 3 clusters Score -4283522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4283526.000000 Penalty: 4919.049805
	Iteration 35Q: 3 clusters Score -4283526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4283529.000000 Penalty: 4919.049805
	Iteration 36Q: 3 clusters Score -4283529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4283531.000000 Penalty: 4919.049805
	Iteration 37Q: 3 clusters Score -4283531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4283525.500000 Penalty: 4919.049805
	Iteration 38Q: 3 clusters Score -4283526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4283521.000000 Penalty: 4919.049805
	Iteration 39Q: 3 clusters Score -4283521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4283525.000000 Penalty: 4919.049805
	Iteration 40F: 3 clusters Score -4283525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4283523.500000 Penalty: 4919.049805
	Iteration 41Q: 3 clusters Score -4283524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4283537.500000 Penalty: 4919.049805
	Iteration 42Q: 3 clusters Score -4283538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4283545.000000 Penalty: 4919.049805
	Iteration 43Q: 3 clusters Score -4283545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4283542.000000 Penalty: 4919.049805
	Iteration 44Q: 3 clusters Score -4283542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4283543.500000 Penalty: 4919.049805
	Iteration 45Q: 3 clusters Score -4283544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4283547.000000 Penalty: 4919.049805
	Iteration 46Q: 3 clusters Score -4283547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4283547.000000 Penalty: 4919.049805
	Iteration 47F: 3 clusters Score -4283547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37469 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 32038 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27922 members 
Mstep: Class 14 contains 55633 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 13262 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 41523 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 15866 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35464 members 
Mstep: Class 35 contains 35536 members 
Mstep: Class 36 contains 37836 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12262 members 
Mstep: Class 45 contains 12775 members 
Mstep: Class 46 contains 6642 members 
Mstep: Class 47 contains 42834 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16635 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4468 members 
Mstep: Class 54 contains 4771 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14893 members 
Mstep: Class 57 contains 17359 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36120 members 
Mstep: Class 60 contains 38797 members 
Mstep: Class 61 contains 15646 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16310 members 
Mstep: Class 65 contains 3221 members 
Mstep: Class 66 contains 20281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346080.000000 Penalty: 223255.453125
Iteration 279Q: 67 clusters Score -1.613461e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 37488 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27917 members 
Mstep: Class 14 contains 55631 members 
Mstep: Class 15 contains 19345 members 
Mstep: Class 16 contains 13371 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 41541 members 
Mstep: Class 20 contains 31259 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15118 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16060 members 
Mstep: Class 28 contains 28480 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13719 members 
Mstep: Class 32 contains 15951 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35458 members 
Mstep: Class 35 contains 35488 members 
Mstep: Class 36 contains 37809 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1383 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43365 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12229 members 
Mstep: Class 45 contains 12764 members 
Mstep: Class 46 contains 6641 members 
Mstep: Class 47 contains 42805 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16646 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4467 members 
Mstep: Class 54 contains 4763 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14879 members 
Mstep: Class 57 contains 17330 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36133 members 
Mstep: Class 60 contains 38866 members 
Mstep: Class 61 contains 15621 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16263 members 
Mstep: Class 65 contains 3219 members 
Mstep: Class 66 contains 20309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346416.000000 Penalty: 223255.453125
Iteration 280F: 67 clusters Score -1.613464e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 37497 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 32048 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27910 members 
Mstep: Class 14 contains 55629 members 
Mstep: Class 15 contains 19390 members 
Mstep: Class 16 contains 13477 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 25764 members 
Mstep: Class 19 contains 41547 members 
Mstep: Class 20 contains 31249 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15135 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 28482 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13656 members 
Mstep: Class 32 contains 16011 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 35450 members 
Mstep: Class 35 contains 35434 members 
Mstep: Class 36 contains 37797 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43369 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12205 members 
Mstep: Class 45 contains 12752 members 
Mstep: Class 46 contains 6640 members 
Mstep: Class 47 contains 42853 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16643 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4467 members 
Mstep: Class 54 contains 4756 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14872 members 
Mstep: Class 57 contains 17274 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36134 members 
Mstep: Class 60 contains 38895 members 
Mstep: Class 61 contains 15609 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16220 members 
Mstep: Class 65 contains 3218 members 
Mstep: Class 66 contains 20340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346112.000000 Penalty: 223255.453125
Iteration 281Q: 67 clusters Score -1.613461e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 37499 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 32051 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27908 members 
Mstep: Class 14 contains 55635 members 
Mstep: Class 15 contains 19421 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 25770 members 
Mstep: Class 19 contains 41569 members 
Mstep: Class 20 contains 31241 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15153 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15985 members 
Mstep: Class 28 contains 28475 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13605 members 
Mstep: Class 32 contains 16090 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35445 members 
Mstep: Class 35 contains 35401 members 
Mstep: Class 36 contains 37738 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2692 members 
Mstep: Class 42 contains 43358 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12195 members 
Mstep: Class 45 contains 12749 members 
Mstep: Class 46 contains 6639 members 
Mstep: Class 47 contains 42881 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16644 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4467 members 
Mstep: Class 54 contains 4748 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14873 members 
Mstep: Class 57 contains 17220 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36133 members 
Mstep: Class 60 contains 38950 members 
Mstep: Class 61 contains 15590 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16171 members 
Mstep: Class 65 contains 3217 members 
Mstep: Class 66 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345888.000000 Penalty: 223255.453125
Iteration 282Q: 67 clusters Score -1.613459e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 37494 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 32056 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27901 members 
Mstep: Class 14 contains 55637 members 
Mstep: Class 15 contains 19436 members 
Mstep: Class 16 contains 13634 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 25766 members 
Mstep: Class 19 contains 41564 members 
Mstep: Class 20 contains 31239 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15161 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15947 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13571 members 
Mstep: Class 32 contains 16133 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35446 members 
Mstep: Class 35 contains 35397 members 
Mstep: Class 36 contains 37664 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43361 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12178 members 
Mstep: Class 45 contains 12727 members 
Mstep: Class 46 contains 6638 members 
Mstep: Class 47 contains 42903 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16646 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4467 members 
Mstep: Class 54 contains 4739 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14880 members 
Mstep: Class 57 contains 17145 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 36134 members 
Mstep: Class 60 contains 39012 members 
Mstep: Class 61 contains 15594 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16124 members 
Mstep: Class 65 contains 3219 members 
Mstep: Class 66 contains 20458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346192.000000 Penalty: 223255.453125
Iteration 283Q: 67 clusters Score -1.613462e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 37508 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 32054 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27893 members 
Mstep: Class 14 contains 55635 members 
Mstep: Class 15 contains 19456 members 
Mstep: Class 16 contains 13748 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 25771 members 
Mstep: Class 19 contains 41578 members 
Mstep: Class 20 contains 31236 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15166 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15912 members 
Mstep: Class 28 contains 28474 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13557 members 
Mstep: Class 32 contains 16164 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 35442 members 
Mstep: Class 35 contains 35374 members 
Mstep: Class 36 contains 37631 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43357 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12166 members 
Mstep: Class 45 contains 12723 members 
Mstep: Class 46 contains 6636 members 
Mstep: Class 47 contains 42883 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16632 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4467 members 
Mstep: Class 54 contains 4732 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14876 members 
Mstep: Class 57 contains 17070 members 
Mstep: Class 58 contains 2024 members 
Mstep: Class 59 contains 36146 members 
Mstep: Class 60 contains 39064 members 
Mstep: Class 61 contains 15578 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16076 members 
Mstep: Class 65 contains 3218 members 
Mstep: Class 66 contains 20525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346224.000000 Penalty: 223255.453125
Iteration 284Q: 67 clusters Score -1.613462e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 37521 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 32042 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27891 members 
Mstep: Class 14 contains 55636 members 
Mstep: Class 15 contains 19467 members 
Mstep: Class 16 contains 13824 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 25772 members 
Mstep: Class 19 contains 41584 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15168 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15872 members 
Mstep: Class 28 contains 28471 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13533 members 
Mstep: Class 32 contains 16188 members 
Mstep: Class 33 contains 4828 members 
Mstep: Class 34 contains 35444 members 
Mstep: Class 35 contains 35351 members 
Mstep: Class 36 contains 37609 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43362 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12133 members 
Mstep: Class 45 contains 12720 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 42859 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16634 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4465 members 
Mstep: Class 54 contains 4731 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14887 members 
Mstep: Class 57 contains 16995 members 
Mstep: Class 58 contains 2023 members 
Mstep: Class 59 contains 36163 members 
Mstep: Class 60 contains 39108 members 
Mstep: Class 61 contains 15570 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16047 members 
Mstep: Class 65 contains 3220 members 
Mstep: Class 66 contains 20616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346240.000000 Penalty: 223255.453125
Iteration 285Q: 67 clusters Score -1.613462e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 37574 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 32029 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27881 members 
Mstep: Class 14 contains 55643 members 
Mstep: Class 15 contains 19487 members 
Mstep: Class 16 contains 13927 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 25776 members 
Mstep: Class 19 contains 41596 members 
Mstep: Class 20 contains 31216 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15168 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15819 members 
Mstep: Class 28 contains 28466 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13507 members 
Mstep: Class 32 contains 16192 members 
Mstep: Class 33 contains 4829 members 
Mstep: Class 34 contains 35440 members 
Mstep: Class 35 contains 35328 members 
Mstep: Class 36 contains 37534 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43368 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12120 members 
Mstep: Class 45 contains 12723 members 
Mstep: Class 46 contains 6637 members 
Mstep: Class 47 contains 42833 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16650 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4462 members 
Mstep: Class 54 contains 4728 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14909 members 
Mstep: Class 57 contains 16897 members 
Mstep: Class 58 contains 2023 members 
Mstep: Class 59 contains 36163 members 
Mstep: Class 60 contains 39207 members 
Mstep: Class 61 contains 15567 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16008 members 
Mstep: Class 65 contains 3220 members 
Mstep: Class 66 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346240.000000 Penalty: 223255.453125
Iteration 286Q: 67 clusters Score -1.613462e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 37616 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 32016 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27874 members 
Mstep: Class 14 contains 55651 members 
Mstep: Class 15 contains 19516 members 
Mstep: Class 16 contains 14065 members 
Mstep: Class 17 contains 7231 members 
Mstep: Class 18 contains 25788 members 
Mstep: Class 19 contains 41578 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15166 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15776 members 
Mstep: Class 28 contains 28459 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 16224 members 
Mstep: Class 33 contains 4830 members 
Mstep: Class 34 contains 35436 members 
Mstep: Class 35 contains 35273 members 
Mstep: Class 36 contains 37481 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43369 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12095 members 
Mstep: Class 45 contains 12734 members 
Mstep: Class 46 contains 6635 members 
Mstep: Class 47 contains 42832 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16661 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 4723 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14923 members 
Mstep: Class 57 contains 16802 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36162 members 
Mstep: Class 60 contains 39277 members 
Mstep: Class 61 contains 15567 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15966 members 
Mstep: Class 65 contains 3219 members 
Mstep: Class 66 contains 20714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346112.000000 Penalty: 223255.453125
Iteration 287Q: 67 clusters Score -1.613461e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 37641 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31999 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 55657 members 
Mstep: Class 15 contains 19544 members 
Mstep: Class 16 contains 14213 members 
Mstep: Class 17 contains 7233 members 
Mstep: Class 18 contains 25791 members 
Mstep: Class 19 contains 41583 members 
Mstep: Class 20 contains 31224 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15162 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15735 members 
Mstep: Class 28 contains 28456 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13433 members 
Mstep: Class 32 contains 16232 members 
Mstep: Class 33 contains 4830 members 
Mstep: Class 34 contains 35431 members 
Mstep: Class 35 contains 35225 members 
Mstep: Class 36 contains 37446 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43373 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12071 members 
Mstep: Class 45 contains 12741 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 42825 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16655 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 4721 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14922 members 
Mstep: Class 57 contains 16717 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36183 members 
Mstep: Class 60 contains 39358 members 
Mstep: Class 61 contains 15552 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15920 members 
Mstep: Class 65 contains 3217 members 
Mstep: Class 66 contains 20758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346192.000000 Penalty: 223255.453125
Iteration 288Q: 67 clusters Score -1.613462e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 37670 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 31991 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27861 members 
Mstep: Class 14 contains 55652 members 
Mstep: Class 15 contains 19570 members 
Mstep: Class 16 contains 14360 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 25790 members 
Mstep: Class 19 contains 41583 members 
Mstep: Class 20 contains 31222 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15158 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15696 members 
Mstep: Class 28 contains 28466 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13411 members 
Mstep: Class 32 contains 16280 members 
Mstep: Class 33 contains 4830 members 
Mstep: Class 34 contains 35417 members 
Mstep: Class 35 contains 35209 members 
Mstep: Class 36 contains 37408 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43381 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12042 members 
Mstep: Class 45 contains 12750 members 
Mstep: Class 46 contains 6629 members 
Mstep: Class 47 contains 42822 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16653 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 4719 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14897 members 
Mstep: Class 57 contains 16602 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36197 members 
Mstep: Class 60 contains 39411 members 
Mstep: Class 61 contains 15528 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15910 members 
Mstep: Class 65 contains 3216 members 
Mstep: Class 66 contains 20792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346096.000000 Penalty: 223255.453125
Iteration 289Q: 67 clusters Score -1.613461e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 37697 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31966 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27862 members 
Mstep: Class 14 contains 55660 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 14458 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 25789 members 
Mstep: Class 19 contains 41576 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15165 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 15653 members 
Mstep: Class 28 contains 28463 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13383 members 
Mstep: Class 32 contains 16321 members 
Mstep: Class 33 contains 4830 members 
Mstep: Class 34 contains 35406 members 
Mstep: Class 35 contains 35207 members 
Mstep: Class 36 contains 37366 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43394 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 12019 members 
Mstep: Class 45 contains 12760 members 
Mstep: Class 46 contains 6629 members 
Mstep: Class 47 contains 42849 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16645 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 4713 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14871 members 
Mstep: Class 57 contains 16507 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36208 members 
Mstep: Class 60 contains 39418 members 
Mstep: Class 61 contains 15541 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15890 members 
Mstep: Class 65 contains 3216 members 
Mstep: Class 66 contains 20824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346432.000000 Penalty: 223255.453125
Iteration 290Q: 67 clusters Score -1.613464e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 37717 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31938 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27858 members 
Mstep: Class 14 contains 55677 members 
Mstep: Class 15 contains 19642 members 
Mstep: Class 16 contains 14582 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 25781 members 
Mstep: Class 19 contains 41585 members 
Mstep: Class 20 contains 31250 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15156 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15604 members 
Mstep: Class 28 contains 28453 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13355 members 
Mstep: Class 32 contains 16353 members 
Mstep: Class 33 contains 4829 members 
Mstep: Class 34 contains 35406 members 
Mstep: Class 35 contains 35195 members 
Mstep: Class 36 contains 37330 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43409 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11990 members 
Mstep: Class 45 contains 12785 members 
Mstep: Class 46 contains 6627 members 
Mstep: Class 47 contains 42848 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16641 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 4708 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14839 members 
Mstep: Class 57 contains 16403 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36214 members 
Mstep: Class 60 contains 39454 members 
Mstep: Class 61 contains 15544 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15876 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 20854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346272.000000 Penalty: 223255.453125
Iteration 291Q: 67 clusters Score -1.613463e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 37735 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31929 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27861 members 
Mstep: Class 14 contains 55683 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 14702 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 41581 members 
Mstep: Class 20 contains 31246 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15146 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15562 members 
Mstep: Class 28 contains 28450 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13337 members 
Mstep: Class 32 contains 16380 members 
Mstep: Class 33 contains 4830 members 
Mstep: Class 34 contains 35397 members 
Mstep: Class 35 contains 35233 members 
Mstep: Class 36 contains 37298 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2693 members 
Mstep: Class 42 contains 43414 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11960 members 
Mstep: Class 45 contains 12819 members 
Mstep: Class 46 contains 6629 members 
Mstep: Class 47 contains 42854 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16643 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 4705 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14802 members 
Mstep: Class 57 contains 16293 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36225 members 
Mstep: Class 60 contains 39469 members 
Mstep: Class 61 contains 15540 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15866 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 20864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346272.000000 Penalty: 223255.453125
Iteration 292Q: 67 clusters Score -1.613463e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37736 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31919 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27857 members 
Mstep: Class 14 contains 55682 members 
Mstep: Class 15 contains 19698 members 
Mstep: Class 16 contains 14784 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25771 members 
Mstep: Class 19 contains 41581 members 
Mstep: Class 20 contains 31247 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15137 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15502 members 
Mstep: Class 28 contains 28454 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13325 members 
Mstep: Class 32 contains 16413 members 
Mstep: Class 33 contains 4831 members 
Mstep: Class 34 contains 35396 members 
Mstep: Class 35 contains 35227 members 
Mstep: Class 36 contains 37299 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43421 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11923 members 
Mstep: Class 45 contains 12846 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42861 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16643 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4462 members 
Mstep: Class 54 contains 4706 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14778 members 
Mstep: Class 57 contains 16198 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36244 members 
Mstep: Class 60 contains 39487 members 
Mstep: Class 61 contains 15550 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15858 members 
Mstep: Class 65 contains 3212 members 
Mstep: Class 66 contains 20901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346784.000000 Penalty: 223255.453125
Iteration 293Q: 67 clusters Score -1.613468e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37744 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31916 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27848 members 
Mstep: Class 14 contains 55674 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 14878 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 25770 members 
Mstep: Class 19 contains 41587 members 
Mstep: Class 20 contains 31251 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15146 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15464 members 
Mstep: Class 28 contains 28460 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13321 members 
Mstep: Class 32 contains 16450 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 35397 members 
Mstep: Class 35 contains 35199 members 
Mstep: Class 36 contains 37301 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43429 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11884 members 
Mstep: Class 45 contains 12863 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42871 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16647 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4462 members 
Mstep: Class 54 contains 4701 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14739 members 
Mstep: Class 57 contains 16099 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36252 members 
Mstep: Class 60 contains 39525 members 
Mstep: Class 61 contains 15565 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15848 members 
Mstep: Class 65 contains 3212 members 
Mstep: Class 66 contains 20894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346800.000000 Penalty: 223255.453125
Iteration 294Q: 67 clusters Score -1.613468e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 37749 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31910 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27850 members 
Mstep: Class 14 contains 55673 members 
Mstep: Class 15 contains 19737 members 
Mstep: Class 16 contains 14977 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25776 members 
Mstep: Class 19 contains 41605 members 
Mstep: Class 20 contains 31249 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15143 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15436 members 
Mstep: Class 28 contains 28468 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13317 members 
Mstep: Class 32 contains 16460 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35387 members 
Mstep: Class 35 contains 35168 members 
Mstep: Class 36 contains 37305 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43440 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11842 members 
Mstep: Class 45 contains 12866 members 
Mstep: Class 46 contains 6628 members 
Mstep: Class 47 contains 42884 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16648 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4462 members 
Mstep: Class 54 contains 4696 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14717 members 
Mstep: Class 57 contains 16029 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36249 members 
Mstep: Class 60 contains 39545 members 
Mstep: Class 61 contains 15583 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15884 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 20852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346752.000000 Penalty: 223255.453125
Iteration 295Q: 67 clusters Score -1.613468e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 31904 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27850 members 
Mstep: Class 14 contains 55674 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 25778 members 
Mstep: Class 19 contains 41614 members 
Mstep: Class 20 contains 31249 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15159 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15402 members 
Mstep: Class 28 contains 28468 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13307 members 
Mstep: Class 32 contains 16459 members 
Mstep: Class 33 contains 4831 members 
Mstep: Class 34 contains 35380 members 
Mstep: Class 35 contains 35132 members 
Mstep: Class 36 contains 37288 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43450 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11805 members 
Mstep: Class 45 contains 12873 members 
Mstep: Class 46 contains 6628 members 
Mstep: Class 47 contains 42897 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16640 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 4693 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14696 members 
Mstep: Class 57 contains 15979 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36254 members 
Mstep: Class 60 contains 39568 members 
Mstep: Class 61 contains 15593 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15910 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 20813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346720.000000 Penalty: 223255.453125
Iteration 296Q: 67 clusters Score -1.613467e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4907 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 31898 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 55674 members 
Mstep: Class 15 contains 19818 members 
Mstep: Class 16 contains 15173 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 41622 members 
Mstep: Class 20 contains 31248 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15159 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15361 members 
Mstep: Class 28 contains 28468 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13293 members 
Mstep: Class 32 contains 16445 members 
Mstep: Class 33 contains 4830 members 
Mstep: Class 34 contains 35379 members 
Mstep: Class 35 contains 35121 members 
Mstep: Class 36 contains 37295 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 43457 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11767 members 
Mstep: Class 45 contains 12879 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 42896 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16637 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 4691 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14674 members 
Mstep: Class 57 contains 15934 members 
Mstep: Class 58 contains 2022 members 
Mstep: Class 59 contains 36260 members 
Mstep: Class 60 contains 39568 members 
Mstep: Class 61 contains 15592 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15947 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 20794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346784.000000 Penalty: 223255.453125
Iteration 297Q: 67 clusters Score -1.613468e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 37761 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 31897 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 55680 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 15273 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 25779 members 
Mstep: Class 19 contains 41629 members 
Mstep: Class 20 contains 31247 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15161 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15318 members 
Mstep: Class 28 contains 28458 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13276 members 
Mstep: Class 32 contains 16465 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35384 members 
Mstep: Class 35 contains 35121 members 
Mstep: Class 36 contains 37293 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43466 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11737 members 
Mstep: Class 45 contains 12902 members 
Mstep: Class 46 contains 6632 members 
Mstep: Class 47 contains 42900 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16654 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4459 members 
Mstep: Class 54 contains 4689 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14610 members 
Mstep: Class 57 contains 15900 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36271 members 
Mstep: Class 60 contains 39559 members 
Mstep: Class 61 contains 15597 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15954 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 20754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346496.000000 Penalty: 223255.453125
Iteration 298Q: 67 clusters Score -1.613465e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37770 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4907 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 31898 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27847 members 
Mstep: Class 14 contains 55679 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 15379 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 25780 members 
Mstep: Class 19 contains 41644 members 
Mstep: Class 20 contains 31244 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15160 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15279 members 
Mstep: Class 28 contains 28450 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13251 members 
Mstep: Class 32 contains 16494 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35385 members 
Mstep: Class 35 contains 35123 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43473 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11711 members 
Mstep: Class 45 contains 12922 members 
Mstep: Class 46 contains 6635 members 
Mstep: Class 47 contains 42889 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16671 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 4690 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14588 members 
Mstep: Class 57 contains 15811 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36276 members 
Mstep: Class 60 contains 39570 members 
Mstep: Class 61 contains 15607 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15958 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 20725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346640.000000 Penalty: 223255.453125
Iteration 299Q: 67 clusters Score -1.613466e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37770 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 31902 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27845 members 
Mstep: Class 14 contains 55681 members 
Mstep: Class 15 contains 19891 members 
Mstep: Class 16 contains 15438 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 25778 members 
Mstep: Class 19 contains 41669 members 
Mstep: Class 20 contains 31239 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15166 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15252 members 
Mstep: Class 28 contains 28449 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13227 members 
Mstep: Class 32 contains 16559 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35378 members 
Mstep: Class 35 contains 35142 members 
Mstep: Class 36 contains 37265 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43477 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11689 members 
Mstep: Class 45 contains 12940 members 
Mstep: Class 46 contains 6634 members 
Mstep: Class 47 contains 42865 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16678 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 633 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 4690 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14563 members 
Mstep: Class 57 contains 15748 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36283 members 
Mstep: Class 60 contains 39581 members 
Mstep: Class 61 contains 15627 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15950 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 20689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346176.000000 Penalty: 223255.453125
Iteration 300F: 67 clusters Score -1.613462e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37757 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 31908 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27847 members 
Mstep: Class 14 contains 55680 members 
Mstep: Class 15 contains 19919 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 41702 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15175 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15223 members 
Mstep: Class 28 contains 28446 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13191 members 
Mstep: Class 32 contains 16609 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35373 members 
Mstep: Class 35 contains 35169 members 
Mstep: Class 36 contains 37265 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43482 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11658 members 
Mstep: Class 45 contains 12956 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 42825 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16671 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4459 members 
Mstep: Class 54 contains 4689 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14542 members 
Mstep: Class 57 contains 15705 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36298 members 
Mstep: Class 60 contains 39571 members 
Mstep: Class 61 contains 15659 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15947 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 20635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346272.000000 Penalty: 223255.453125
Iteration 301Q: 67 clusters Score -1.613463e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37748 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31908 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27841 members 
Mstep: Class 14 contains 55682 members 
Mstep: Class 15 contains 19945 members 
Mstep: Class 16 contains 15578 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 25779 members 
Mstep: Class 19 contains 41705 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15189 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15184 members 
Mstep: Class 28 contains 28444 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13152 members 
Mstep: Class 32 contains 16662 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35369 members 
Mstep: Class 35 contains 35175 members 
Mstep: Class 36 contains 37268 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43484 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11621 members 
Mstep: Class 45 contains 12986 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 42783 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16667 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4687 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14514 members 
Mstep: Class 57 contains 15682 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36335 members 
Mstep: Class 60 contains 39599 members 
Mstep: Class 61 contains 15685 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15948 members 
Mstep: Class 65 contains 3216 members 
Mstep: Class 66 contains 20578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346208.000000 Penalty: 223255.453125
Iteration 302Q: 67 clusters Score -1.613462e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37729 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31896 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27835 members 
Mstep: Class 14 contains 55686 members 
Mstep: Class 15 contains 19981 members 
Mstep: Class 16 contains 15655 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 41708 members 
Mstep: Class 20 contains 31242 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15190 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15156 members 
Mstep: Class 28 contains 28443 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13109 members 
Mstep: Class 32 contains 16714 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35369 members 
Mstep: Class 35 contains 35185 members 
Mstep: Class 36 contains 37277 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43496 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11585 members 
Mstep: Class 45 contains 13018 members 
Mstep: Class 46 contains 6632 members 
Mstep: Class 47 contains 42756 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16673 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4681 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14483 members 
Mstep: Class 57 contains 15642 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36354 members 
Mstep: Class 60 contains 39600 members 
Mstep: Class 61 contains 15698 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15959 members 
Mstep: Class 65 contains 3219 members 
Mstep: Class 66 contains 20540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346144.000000 Penalty: 223255.453125
Iteration 303Q: 67 clusters Score -1.613461e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 37712 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31881 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27836 members 
Mstep: Class 14 contains 55689 members 
Mstep: Class 15 contains 20022 members 
Mstep: Class 16 contains 15748 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 25769 members 
Mstep: Class 19 contains 41717 members 
Mstep: Class 20 contains 31245 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15200 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15118 members 
Mstep: Class 28 contains 28444 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13057 members 
Mstep: Class 32 contains 16787 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35368 members 
Mstep: Class 35 contains 35207 members 
Mstep: Class 36 contains 37266 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 43501 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11551 members 
Mstep: Class 45 contains 13033 members 
Mstep: Class 46 contains 6632 members 
Mstep: Class 47 contains 42740 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 16667 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4680 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14469 members 
Mstep: Class 57 contains 15596 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36367 members 
Mstep: Class 60 contains 39614 members 
Mstep: Class 61 contains 15713 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15974 members 
Mstep: Class 65 contains 3219 members 
Mstep: Class 66 contains 20473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346192.000000 Penalty: 223255.453125
Iteration 304Q: 67 clusters Score -1.613462e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 37680 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31866 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27832 members 
Mstep: Class 14 contains 55691 members 
Mstep: Class 15 contains 20065 members 
Mstep: Class 16 contains 15857 members 
Mstep: Class 17 contains 7241 members 
Mstep: Class 18 contains 25769 members 
Mstep: Class 19 contains 41714 members 
Mstep: Class 20 contains 31251 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15215 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15081 members 
Mstep: Class 28 contains 28441 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 13002 members 
Mstep: Class 32 contains 16836 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35363 members 
Mstep: Class 35 contains 35237 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43506 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11522 members 
Mstep: Class 45 contains 13051 members 
Mstep: Class 46 contains 6635 members 
Mstep: Class 47 contains 42739 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 16656 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4679 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14468 members 
Mstep: Class 57 contains 15551 members 
Mstep: Class 58 contains 2021 members 
Mstep: Class 59 contains 36381 members 
Mstep: Class 60 contains 39577 members 
Mstep: Class 61 contains 15718 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 15983 members 
Mstep: Class 65 contains 3217 members 
Mstep: Class 66 contains 20428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346288.000000 Penalty: 223255.453125
Iteration 305Q: 67 clusters Score -1.613463e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 37668 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31858 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27833 members 
Mstep: Class 14 contains 55693 members 
Mstep: Class 15 contains 20100 members 
Mstep: Class 16 contains 15958 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25766 members 
Mstep: Class 19 contains 41707 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15222 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15046 members 
Mstep: Class 28 contains 28442 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12943 members 
Mstep: Class 32 contains 16881 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 35359 members 
Mstep: Class 35 contains 35242 members 
Mstep: Class 36 contains 37287 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43508 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11493 members 
Mstep: Class 45 contains 13069 members 
Mstep: Class 46 contains 6635 members 
Mstep: Class 47 contains 42749 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 16656 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4672 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14457 members 
Mstep: Class 57 contains 15523 members 
Mstep: Class 58 contains 2020 members 
Mstep: Class 59 contains 36393 members 
Mstep: Class 60 contains 39559 members 
Mstep: Class 61 contains 15750 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16011 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 20338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346368.000000 Penalty: 223255.453125
Iteration 306Q: 67 clusters Score -1.613464e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 37660 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31854 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27827 members 
Mstep: Class 14 contains 55692 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 16080 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25762 members 
Mstep: Class 19 contains 41700 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15216 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 15014 members 
Mstep: Class 28 contains 28445 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12892 members 
Mstep: Class 32 contains 16914 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 35358 members 
Mstep: Class 35 contains 35259 members 
Mstep: Class 36 contains 37288 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43516 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11460 members 
Mstep: Class 45 contains 13094 members 
Mstep: Class 46 contains 6638 members 
Mstep: Class 47 contains 42786 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16641 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4666 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14431 members 
Mstep: Class 57 contains 15490 members 
Mstep: Class 58 contains 2020 members 
Mstep: Class 59 contains 36409 members 
Mstep: Class 60 contains 39537 members 
Mstep: Class 61 contains 15778 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16037 members 
Mstep: Class 65 contains 3216 members 
Mstep: Class 66 contains 20244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346416.000000 Penalty: 223255.453125
Iteration 307Q: 67 clusters Score -1.613464e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 37636 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31847 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27828 members 
Mstep: Class 14 contains 55696 members 
Mstep: Class 15 contains 20165 members 
Mstep: Class 16 contains 16164 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25753 members 
Mstep: Class 19 contains 41714 members 
Mstep: Class 20 contains 31253 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15221 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14983 members 
Mstep: Class 28 contains 28449 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12859 members 
Mstep: Class 32 contains 16943 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 35353 members 
Mstep: Class 35 contains 35255 members 
Mstep: Class 36 contains 37316 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43520 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11434 members 
Mstep: Class 45 contains 13108 members 
Mstep: Class 46 contains 6638 members 
Mstep: Class 47 contains 42776 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16623 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4659 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14410 members 
Mstep: Class 57 contains 15488 members 
Mstep: Class 58 contains 2020 members 
Mstep: Class 59 contains 36425 members 
Mstep: Class 60 contains 39518 members 
Mstep: Class 61 contains 15812 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16061 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 20171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346432.000000 Penalty: 223255.453125
Iteration 308Q: 67 clusters Score -1.613464e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 37610 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 31843 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27825 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 20205 members 
Mstep: Class 16 contains 16243 members 
Mstep: Class 17 contains 7243 members 
Mstep: Class 18 contains 25751 members 
Mstep: Class 19 contains 41710 members 
Mstep: Class 20 contains 31251 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15233 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14945 members 
Mstep: Class 28 contains 28451 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12828 members 
Mstep: Class 32 contains 16974 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 35364 members 
Mstep: Class 35 contains 35257 members 
Mstep: Class 36 contains 37322 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43522 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11415 members 
Mstep: Class 45 contains 13129 members 
Mstep: Class 46 contains 6635 members 
Mstep: Class 47 contains 42784 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16613 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4455 members 
Mstep: Class 54 contains 4655 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14375 members 
Mstep: Class 57 contains 15523 members 
Mstep: Class 58 contains 2020 members 
Mstep: Class 59 contains 36424 members 
Mstep: Class 60 contains 39506 members 
Mstep: Class 61 contains 15816 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16093 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 20077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346720.000000 Penalty: 223255.453125
Iteration 309Q: 67 clusters Score -1.613467e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 37600 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31839 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 55698 members 
Mstep: Class 15 contains 20236 members 
Mstep: Class 16 contains 16314 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 41685 members 
Mstep: Class 20 contains 31248 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15238 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14895 members 
Mstep: Class 28 contains 28448 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12807 members 
Mstep: Class 32 contains 17001 members 
Mstep: Class 33 contains 4834 members 
Mstep: Class 34 contains 35372 members 
Mstep: Class 35 contains 35244 members 
Mstep: Class 36 contains 37330 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43531 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11398 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 6632 members 
Mstep: Class 47 contains 42812 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16595 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 632 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4654 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14328 members 
Mstep: Class 57 contains 15585 members 
Mstep: Class 58 contains 2020 members 
Mstep: Class 59 contains 36442 members 
Mstep: Class 60 contains 39500 members 
Mstep: Class 61 contains 15826 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16123 members 
Mstep: Class 65 contains 3216 members 
Mstep: Class 66 contains 19980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346736.000000 Penalty: 223255.453125
Iteration 310Q: 67 clusters Score -1.613467e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37586 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 31829 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 55694 members 
Mstep: Class 15 contains 20274 members 
Mstep: Class 16 contains 16357 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 25745 members 
Mstep: Class 19 contains 41700 members 
Mstep: Class 20 contains 31253 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15240 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14850 members 
Mstep: Class 28 contains 28448 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12793 members 
Mstep: Class 32 contains 17014 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 35374 members 
Mstep: Class 35 contains 35253 members 
Mstep: Class 36 contains 37314 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43545 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11376 members 
Mstep: Class 45 contains 13144 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42798 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16577 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4650 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14292 members 
Mstep: Class 57 contains 15645 members 
Mstep: Class 58 contains 2020 members 
Mstep: Class 59 contains 36447 members 
Mstep: Class 60 contains 39515 members 
Mstep: Class 61 contains 15844 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16165 members 
Mstep: Class 65 contains 3217 members 
Mstep: Class 66 contains 19897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346848.000000 Penalty: 223255.453125
Iteration 311Q: 67 clusters Score -1.613468e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37579 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 31826 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27815 members 
Mstep: Class 14 contains 55690 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 16392 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 25743 members 
Mstep: Class 19 contains 41712 members 
Mstep: Class 20 contains 31264 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15253 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14807 members 
Mstep: Class 28 contains 28444 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12761 members 
Mstep: Class 32 contains 17003 members 
Mstep: Class 33 contains 4831 members 
Mstep: Class 34 contains 35368 members 
Mstep: Class 35 contains 35274 members 
Mstep: Class 36 contains 37306 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43556 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11373 members 
Mstep: Class 45 contains 13138 members 
Mstep: Class 46 contains 6628 members 
Mstep: Class 47 contains 42800 members 
Mstep: Class 48 contains 1082 members 
Mstep: Class 49 contains 16567 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4642 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14270 members 
Mstep: Class 57 contains 15679 members 
Mstep: Class 58 contains 2020 members 
Mstep: Class 59 contains 36453 members 
Mstep: Class 60 contains 39515 members 
Mstep: Class 61 contains 15866 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16193 members 
Mstep: Class 65 contains 3218 members 
Mstep: Class 66 contains 19834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346896.000000 Penalty: 223255.453125
Iteration 312Q: 67 clusters Score -1.613469e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37582 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31816 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27808 members 
Mstep: Class 14 contains 55690 members 
Mstep: Class 15 contains 20370 members 
Mstep: Class 16 contains 16413 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 25737 members 
Mstep: Class 19 contains 41719 members 
Mstep: Class 20 contains 31266 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15264 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1025 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14767 members 
Mstep: Class 28 contains 28446 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12738 members 
Mstep: Class 32 contains 16999 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 35371 members 
Mstep: Class 35 contains 35239 members 
Mstep: Class 36 contains 37302 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43561 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11366 members 
Mstep: Class 45 contains 13141 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42797 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 16567 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4642 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14252 members 
Mstep: Class 57 contains 15706 members 
Mstep: Class 58 contains 2020 members 
Mstep: Class 59 contains 36457 members 
Mstep: Class 60 contains 39553 members 
Mstep: Class 61 contains 15885 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16211 members 
Mstep: Class 65 contains 3217 members 
Mstep: Class 66 contains 19776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347056.000000 Penalty: 223255.453125
Iteration 313Q: 67 clusters Score -1.613471e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37583 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31815 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27804 members 
Mstep: Class 14 contains 55696 members 
Mstep: Class 15 contains 20409 members 
Mstep: Class 16 contains 16423 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41735 members 
Mstep: Class 20 contains 31269 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15270 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14723 members 
Mstep: Class 28 contains 28449 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12726 members 
Mstep: Class 32 contains 17029 members 
Mstep: Class 33 contains 4833 members 
Mstep: Class 34 contains 35362 members 
Mstep: Class 35 contains 35215 members 
Mstep: Class 36 contains 37303 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43564 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11360 members 
Mstep: Class 45 contains 13154 members 
Mstep: Class 46 contains 6631 members 
Mstep: Class 47 contains 42784 members 
Mstep: Class 48 contains 1080 members 
Mstep: Class 49 contains 16569 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4641 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14259 members 
Mstep: Class 57 contains 15716 members 
Mstep: Class 58 contains 2019 members 
Mstep: Class 59 contains 36467 members 
Mstep: Class 60 contains 39565 members 
Mstep: Class 61 contains 15895 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 604 members 
Mstep: Class 64 contains 16230 members 
Mstep: Class 65 contains 3217 members 
Mstep: Class 66 contains 19700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347056.000000 Penalty: 223255.453125
Iteration 314Q: 67 clusters Score -1.613471e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37586 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31808 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27798 members 
Mstep: Class 14 contains 55695 members 
Mstep: Class 15 contains 20453 members 
Mstep: Class 16 contains 16458 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 25734 members 
Mstep: Class 19 contains 41731 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15278 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14684 members 
Mstep: Class 28 contains 28450 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12715 members 
Mstep: Class 32 contains 17031 members 
Mstep: Class 33 contains 4835 members 
Mstep: Class 34 contains 35367 members 
Mstep: Class 35 contains 35208 members 
Mstep: Class 36 contains 37301 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43569 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11364 members 
Mstep: Class 45 contains 13156 members 
Mstep: Class 46 contains 6632 members 
Mstep: Class 47 contains 42764 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16581 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4640 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14258 members 
Mstep: Class 57 contains 15724 members 
Mstep: Class 58 contains 2017 members 
Mstep: Class 59 contains 36478 members 
Mstep: Class 60 contains 39570 members 
Mstep: Class 61 contains 15901 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16265 members 
Mstep: Class 65 contains 3216 members 
Mstep: Class 66 contains 19612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347136.000000 Penalty: 223255.453125
Iteration 315Q: 67 clusters Score -1.613471e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37592 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31797 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27798 members 
Mstep: Class 14 contains 55702 members 
Mstep: Class 15 contains 20499 members 
Mstep: Class 16 contains 16491 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 25735 members 
Mstep: Class 19 contains 41742 members 
Mstep: Class 20 contains 31266 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15285 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14640 members 
Mstep: Class 28 contains 28449 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12714 members 
Mstep: Class 32 contains 17029 members 
Mstep: Class 33 contains 4838 members 
Mstep: Class 34 contains 35371 members 
Mstep: Class 35 contains 35195 members 
Mstep: Class 36 contains 37305 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43561 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11355 members 
Mstep: Class 45 contains 13169 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42753 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16585 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4459 members 
Mstep: Class 54 contains 4636 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14257 members 
Mstep: Class 57 contains 15731 members 
Mstep: Class 58 contains 2016 members 
Mstep: Class 59 contains 36474 members 
Mstep: Class 60 contains 39576 members 
Mstep: Class 61 contains 15904 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16288 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 19545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347248.000000 Penalty: 223255.453125
Iteration 316Q: 67 clusters Score -1.613472e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37595 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31785 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27803 members 
Mstep: Class 14 contains 55702 members 
Mstep: Class 15 contains 20542 members 
Mstep: Class 16 contains 16497 members 
Mstep: Class 17 contains 7245 members 
Mstep: Class 18 contains 25735 members 
Mstep: Class 19 contains 41756 members 
Mstep: Class 20 contains 31265 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15300 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14584 members 
Mstep: Class 28 contains 28449 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12706 members 
Mstep: Class 32 contains 17049 members 
Mstep: Class 33 contains 4839 members 
Mstep: Class 34 contains 35365 members 
Mstep: Class 35 contains 35181 members 
Mstep: Class 36 contains 37308 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43562 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11347 members 
Mstep: Class 45 contains 13170 members 
Mstep: Class 46 contains 6631 members 
Mstep: Class 47 contains 42741 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16586 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4459 members 
Mstep: Class 54 contains 4633 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14267 members 
Mstep: Class 57 contains 15733 members 
Mstep: Class 58 contains 2015 members 
Mstep: Class 59 contains 36492 members 
Mstep: Class 60 contains 39587 members 
Mstep: Class 61 contains 15908 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16291 members 
Mstep: Class 65 contains 3215 members 
Mstep: Class 66 contains 19502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347072.000000 Penalty: 223255.453125
Iteration 317Q: 67 clusters Score -1.613471e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37598 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 31767 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27801 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 20615 members 
Mstep: Class 16 contains 16495 members 
Mstep: Class 17 contains 7246 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41767 members 
Mstep: Class 20 contains 31263 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15307 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14519 members 
Mstep: Class 28 contains 28451 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12700 members 
Mstep: Class 32 contains 17043 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35366 members 
Mstep: Class 35 contains 35178 members 
Mstep: Class 36 contains 37305 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43564 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11339 members 
Mstep: Class 45 contains 13168 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42739 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16594 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4629 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14279 members 
Mstep: Class 57 contains 15721 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36513 members 
Mstep: Class 60 contains 39577 members 
Mstep: Class 61 contains 15927 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16313 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 19464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347456.000000 Penalty: 223255.453125
Iteration 318Q: 67 clusters Score -1.613475e+08 nChanged 714
Entering ConstructFrom: 
Score: -161347456.000000 Penalty: 223255.453125
Entering ConstructFrom: 
Trying to split cluster 1 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -1074373.250000 Penalty: 2144.584717
	Iteration 0F: 2 clusters Score -1074373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1069446.125000 Penalty: 4289.169434
	Iteration 0F: 3 clusters Score -1069446 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1070666.125000 Penalty: 4289.169434
	Iteration 1F: 3 clusters Score -1070666 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1070891.875000 Penalty: 4289.169434
	Iteration 2F: 3 clusters Score -1070892 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1071046.125000 Penalty: 4289.169434
	Iteration 3F: 3 clusters Score -1071046 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1071167.750000 Penalty: 4289.169434
	Iteration 4Q: 3 clusters Score -1071168 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1071252.750000 Penalty: 4289.169434
	Iteration 5Q: 3 clusters Score -1071253 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1071325.750000 Penalty: 4289.169434
	Iteration 6Q: 3 clusters Score -1071326 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1071388.375000 Penalty: 4289.169434
	Iteration 7Q: 3 clusters Score -1071388 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1071456.625000 Penalty: 4289.169434
	Iteration 8Q: 3 clusters Score -1071457 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1071525.625000 Penalty: 4289.169434
	Iteration 9Q: 3 clusters Score -1071526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1071576.750000 Penalty: 4289.169434
	Iteration 10Q: 3 clusters Score -1071577 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1071631.250000 Penalty: 4289.169434
	Iteration 11Q: 3 clusters Score -1071631 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1071686.375000 Penalty: 4289.169434
	Iteration 12Q: 3 clusters Score -1071686 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1071736.875000 Penalty: 4289.169434
	Iteration 13Q: 3 clusters Score -1071737 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1071780.000000 Penalty: 4289.169434
	Iteration 14Q: 3 clusters Score -1071780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1071809.375000 Penalty: 4289.169434
	Iteration 15Q: 3 clusters Score -1071809 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1071841.250000 Penalty: 4289.169434
	Iteration 16Q: 3 clusters Score -1071841 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1071879.250000 Penalty: 4289.169434
	Iteration 17Q: 3 clusters Score -1071879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1071898.875000 Penalty: 4289.169434
	Iteration 18Q: 3 clusters Score -1071899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1071921.750000 Penalty: 4289.169434
	Iteration 19Q: 3 clusters Score -1071922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1071940.375000 Penalty: 4289.169434
	Iteration 20F: 3 clusters Score -1071940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1071965.875000 Penalty: 4289.169434
	Iteration 21Q: 3 clusters Score -1071966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1071985.875000 Penalty: 4289.169434
	Iteration 22Q: 3 clusters Score -1071986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1072002.000000 Penalty: 4289.169434
	Iteration 23Q: 3 clusters Score -1072002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1072013.750000 Penalty: 4289.169434
	Iteration 24Q: 3 clusters Score -1072014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1072029.875000 Penalty: 4289.169434
	Iteration 25Q: 3 clusters Score -1072030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1072049.625000 Penalty: 4289.169434
	Iteration 26Q: 3 clusters Score -1072050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1072076.375000 Penalty: 4289.169434
	Iteration 27Q: 3 clusters Score -1072076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1072097.625000 Penalty: 4289.169434
	Iteration 28Q: 3 clusters Score -1072098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1072111.125000 Penalty: 4289.169434
	Iteration 29Q: 3 clusters Score -1072111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1072125.000000 Penalty: 4289.169434
	Iteration 30Q: 3 clusters Score -1072125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1072139.875000 Penalty: 4289.169434
	Iteration 31Q: 3 clusters Score -1072140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1072154.250000 Penalty: 4289.169434
	Iteration 32Q: 3 clusters Score -1072154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1072170.125000 Penalty: 4289.169434
	Iteration 33Q: 3 clusters Score -1072170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1072181.875000 Penalty: 4289.169434
	Iteration 34Q: 3 clusters Score -1072182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1072192.375000 Penalty: 4289.169434
	Iteration 35Q: 3 clusters Score -1072192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1072208.250000 Penalty: 4289.169434
	Iteration 36Q: 3 clusters Score -1072208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1072224.875000 Penalty: 4289.169434
	Iteration 37Q: 3 clusters Score -1072225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1072235.875000 Penalty: 4289.169434
	Iteration 38Q: 3 clusters Score -1072236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1072248.750000 Penalty: 4289.169434
	Iteration 39Q: 3 clusters Score -1072249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1072265.875000 Penalty: 4289.169434
	Iteration 40F: 3 clusters Score -1072266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1072280.125000 Penalty: 4289.169434
	Iteration 41Q: 3 clusters Score -1072280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1072291.125000 Penalty: 4289.169434
	Iteration 42Q: 3 clusters Score -1072291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1072301.375000 Penalty: 4289.169434
	Iteration 43Q: 3 clusters Score -1072301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1072309.500000 Penalty: 4289.169434
	Iteration 44Q: 3 clusters Score -1072310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1072320.000000 Penalty: 4289.169434
	Iteration 45Q: 3 clusters Score -1072320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1072326.500000 Penalty: 4289.169434
	Iteration 46Q: 3 clusters Score -1072326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1072330.625000 Penalty: 4289.169434
	Iteration 47Q: 3 clusters Score -1072331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1072332.625000 Penalty: 4289.169434
	Iteration 48Q: 3 clusters Score -1072333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1072332.375000 Penalty: 4289.169434
	Iteration 49Q: 3 clusters Score -1072332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1072332.500000 Penalty: 4289.169434
	Iteration 50Q: 3 clusters Score -1072332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1072333.000000 Penalty: 4289.169434
	Iteration 51Q: 3 clusters Score -1072333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1072333.000000 Penalty: 4289.169434
	Iteration 52F: 3 clusters Score -1072333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Entering Unmasked Estep 
Score: -7301012.000000 Penalty: 2612.600586
	Iteration 0F: 2 clusters Score -7301012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -7278928.000000 Penalty: 5225.201172
	Iteration 0F: 3 clusters Score -7278928 nChanged 17154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -7288298.500000 Penalty: 5225.201172
	Iteration 1F: 3 clusters Score -7288298 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -7288889.000000 Penalty: 5225.201172
	Iteration 2Q: 3 clusters Score -7288889 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -7289500.500000 Penalty: 5225.201172
	Iteration 3Q: 3 clusters Score -7289500 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -7290310.500000 Penalty: 5225.201172
	Iteration 4Q: 3 clusters Score -7290310 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -7291512.000000 Penalty: 5225.201172
	Iteration 5F: 3 clusters Score -7291512 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -7292999.500000 Penalty: 5225.201172
	Iteration 6F: 3 clusters Score -7293000 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -7294655.000000 Penalty: 5225.201172
	Iteration 7F: 3 clusters Score -7294655 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -7296279.500000 Penalty: 5225.201172
	Iteration 8F: 3 clusters Score -7296280 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -7297412.500000 Penalty: 5225.201172
	Iteration 9Q: 3 clusters Score -7297412 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -7298086.500000 Penalty: 5225.201172
	Iteration 10Q: 3 clusters Score -7298086 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -7298377.500000 Penalty: 5225.201172
	Iteration 11Q: 3 clusters Score -7298378 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -7298522.500000 Penalty: 5225.201172
	Iteration 12Q: 3 clusters Score -7298522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7298584.000000 Penalty: 5225.201172
	Iteration 13Q: 3 clusters Score -7298584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7298635.000000 Penalty: 5225.201172
	Iteration 14Q: 3 clusters Score -7298635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -7298691.500000 Penalty: 5225.201172
	Iteration 15Q: 3 clusters Score -7298692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -7298707.500000 Penalty: 5225.201172
	Iteration 16Q: 3 clusters Score -7298708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -7298714.500000 Penalty: 5225.201172
	Iteration 17Q: 3 clusters Score -7298714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -7298732.000000 Penalty: 5225.201172
	Iteration 18Q: 3 clusters Score -7298732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7298735.000000 Penalty: 5225.201172
	Iteration 19Q: 3 clusters Score -7298735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -7298743.500000 Penalty: 5225.201172
	Iteration 20F: 3 clusters Score -7298744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -7298737.500000 Penalty: 5225.201172
	Iteration 21Q: 3 clusters Score -7298738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -7298737.500000 Penalty: 5225.201172
	Iteration 22F: 3 clusters Score -7298738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -74677.421875 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -74677.42 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 260 members 
Entering Unmasked Estep 
Score: -73241.968750 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -73241.97 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73643.242188 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -73643.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73850.953125 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -73850.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74138.140625 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -74138.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74343.648438 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -74343.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -74616.429688 Penalty: 3107.589355
	Iteration 5F: 3 clusters Score -74616.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -74750.445312 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -74750.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74801.562500 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -74801.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74806.695312 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -74806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74808.609375 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -74808.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74808.609375 Penalty: 3107.589355
	Iteration 10F: 3 clusters Score -74808.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37597 members 
Mstep: Class 3 contains 318 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31761 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27795 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 20675 members 
Mstep: Class 16 contains 16504 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 20 contains 31263 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14478 members 
Mstep: Class 28 contains 28445 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12687 members 
Mstep: Class 32 contains 17056 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35365 members 
Mstep: Class 35 contains 35175 members 
Mstep: Class 36 contains 37302 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43571 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11325 members 
Mstep: Class 45 contains 13177 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42729 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16598 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4624 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14296 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36520 members 
Mstep: Class 60 contains 39573 members 
Mstep: Class 61 contains 15951 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16334 members 
Mstep: Class 65 contains 3213 members 
Mstep: Class 66 contains 19417 members 
Mstep: Class 67 contains 208 members 
Entering Unmasked Estep 
Score: -161345696.000000 Penalty: 226638.109375
Splitting cluster 3 changes total score from -161347456.000000 to -161345696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -977584.187500 Penalty: 2107.202881
	Iteration 0F: 2 clusters Score -977584.2 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 2426 members 
Entering Unmasked Estep 
Score: -973082.562500 Penalty: 4214.405762
	Iteration 0F: 3 clusters Score -973082.6 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -974119.875000 Penalty: 4214.405762
	Iteration 1F: 3 clusters Score -974119.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -974321.937500 Penalty: 4214.405762
	Iteration 2F: 3 clusters Score -974321.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -974459.687500 Penalty: 4214.405762
	Iteration 3F: 3 clusters Score -974459.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -974544.000000 Penalty: 4214.405762
	Iteration 4Q: 3 clusters Score -974544 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -974617.625000 Penalty: 4214.405762
	Iteration 5Q: 3 clusters Score -974617.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -974669.812500 Penalty: 4214.405762
	Iteration 6Q: 3 clusters Score -974669.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -974715.437500 Penalty: 4214.405762
	Iteration 7Q: 3 clusters Score -974715.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -974763.875000 Penalty: 4214.405762
	Iteration 8Q: 3 clusters Score -974763.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -974797.500000 Penalty: 4214.405762
	Iteration 9Q: 3 clusters Score -974797.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -974832.875000 Penalty: 4214.405762
	Iteration 10Q: 3 clusters Score -974832.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -974874.125000 Penalty: 4214.405762
	Iteration 11Q: 3 clusters Score -974874.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -974911.062500 Penalty: 4214.405762
	Iteration 12Q: 3 clusters Score -974911.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -974957.500000 Penalty: 4214.405762
	Iteration 13Q: 3 clusters Score -974957.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -975005.375000 Penalty: 4214.405762
	Iteration 14Q: 3 clusters Score -975005.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -975057.375000 Penalty: 4214.405762
	Iteration 15Q: 3 clusters Score -975057.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -975119.500000 Penalty: 4214.405762
	Iteration 16Q: 3 clusters Score -975119.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -975179.000000 Penalty: 4214.405762
	Iteration 17Q: 3 clusters Score -975179 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -975260.437500 Penalty: 4214.405762
	Iteration 18Q: 3 clusters Score -975260.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -975338.187500 Penalty: 4214.405762
	Iteration 19Q: 3 clusters Score -975338.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -975398.250000 Penalty: 4214.405762
	Iteration 20F: 3 clusters Score -975398.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -975459.437500 Penalty: 4214.405762
	Iteration 21Q: 3 clusters Score -975459.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -975520.750000 Penalty: 4214.405762
	Iteration 22Q: 3 clusters Score -975520.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -975576.812500 Penalty: 4214.405762
	Iteration 23Q: 3 clusters Score -975576.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -975623.875000 Penalty: 4214.405762
	Iteration 24Q: 3 clusters Score -975623.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -975662.812500 Penalty: 4214.405762
	Iteration 25Q: 3 clusters Score -975662.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -975692.375000 Penalty: 4214.405762
	Iteration 26Q: 3 clusters Score -975692.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -975712.562500 Penalty: 4214.405762
	Iteration 27Q: 3 clusters Score -975712.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -975729.000000 Penalty: 4214.405762
	Iteration 28Q: 3 clusters Score -975729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -975737.062500 Penalty: 4214.405762
	Iteration 29Q: 3 clusters Score -975737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -975743.312500 Penalty: 4214.405762
	Iteration 30Q: 3 clusters Score -975743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -975751.000000 Penalty: 4214.405762
	Iteration 31Q: 3 clusters Score -975751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -975753.000000 Penalty: 4214.405762
	Iteration 32Q: 3 clusters Score -975753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -975753.187500 Penalty: 4214.405762
	Iteration 33Q: 3 clusters Score -975753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -975753.875000 Penalty: 4214.405762
	Iteration 34Q: 3 clusters Score -975753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -975756.000000 Penalty: 4214.405762
	Iteration 35Q: 3 clusters Score -975756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -975760.000000 Penalty: 4214.405762
	Iteration 36Q: 3 clusters Score -975760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -975762.437500 Penalty: 4214.405762
	Iteration 37Q: 3 clusters Score -975762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -975763.812500 Penalty: 4214.405762
	Iteration 38Q: 3 clusters Score -975763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -975764.875000 Penalty: 4214.405762
	Iteration 39Q: 3 clusters Score -975764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -975766.625000 Penalty: 4214.405762
	Iteration 40F: 3 clusters Score -975766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -975767.750000 Penalty: 4214.405762
	Iteration 41Q: 3 clusters Score -975767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -975767.750000 Penalty: 4214.405762
	Iteration 42F: 3 clusters Score -975767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -32622.740234 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -32622.74 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 162 members 
Entering Unmasked Estep 
Score: -31494.701172 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -31494.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31766.562500 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -31766.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31947.181641 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -31947.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32137.236328 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -32137.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32329.750000 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -32329.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32444.265625 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -32444.27 nChanged 2
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: -32451.044922 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -32451.04 nChanged 2
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: -32462.679688 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -32462.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32471.783203 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -32471.78 nChanged 1
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: -32472.718750 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -32472.72 nChanged 0
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: -32483.144531 Penalty: 2864.177490
	Iteration 10F: 3 clusters Score -32483.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32505.849609 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -32505.85 nChanged 1
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: -32508.798828 Penalty: 2864.177490
	Iteration 12Q: 3 clusters Score -32508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32514.824219 Penalty: 2864.177490
	Iteration 13Q: 3 clusters Score -32514.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32519.607422 Penalty: 2864.177490
	Iteration 14Q: 3 clusters Score -32519.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32519.607422 Penalty: 2864.177490
	Iteration 15F: 3 clusters Score -32519.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -289032.812500 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -289032.8 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 792 members 
Entering Unmasked Estep 
Score: -286712.312500 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -286712.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -287196.843750 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -287196.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -287439.843750 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -287439.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -287634.718750 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -287634.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -287789.687500 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -287789.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -287917.625000 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -287917.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -288014.093750 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -288014.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -288074.406250 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -288074.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -288125.187500 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -288125.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -288162.593750 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -288162.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -288191.656250 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -288191.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -288225.687500 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -288225.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -288246.562500 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -288246.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -288255.687500 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -288255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -288259.500000 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -288259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -288267.937500 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -288267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -288274.000000 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -288274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -288283.468750 Penalty: 3656.882324
	Iteration 17Q: 3 clusters Score -288283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -288287.406250 Penalty: 3656.882324
	Iteration 18Q: 3 clusters Score -288287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -288291.250000 Penalty: 3656.882324
	Iteration 19Q: 3 clusters Score -288291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -288297.875000 Penalty: 3656.882324
	Iteration 20F: 3 clusters Score -288297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -288305.625000 Penalty: 3656.882324
	Iteration 21Q: 3 clusters Score -288305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -288316.750000 Penalty: 3656.882324
	Iteration 22Q: 3 clusters Score -288316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -288335.593750 Penalty: 3656.882324
	Iteration 23Q: 3 clusters Score -288335.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -288362.750000 Penalty: 3656.882324
	Iteration 24Q: 3 clusters Score -288362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -288395.843750 Penalty: 3656.882324
	Iteration 25Q: 3 clusters Score -288395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -288414.625000 Penalty: 3656.882324
	Iteration 26Q: 3 clusters Score -288414.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -288430.125000 Penalty: 3656.882324
	Iteration 27Q: 3 clusters Score -288430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -288447.531250 Penalty: 3656.882324
	Iteration 28Q: 3 clusters Score -288447.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -288469.031250 Penalty: 3656.882324
	Iteration 29Q: 3 clusters Score -288469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -288500.312500 Penalty: 3656.882324
	Iteration 30Q: 3 clusters Score -288500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -288512.468750 Penalty: 3656.882324
	Iteration 31Q: 3 clusters Score -288512.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -288523.375000 Penalty: 3656.882324
	Iteration 32Q: 3 clusters Score -288523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -288529.250000 Penalty: 3656.882324
	Iteration 33Q: 3 clusters Score -288529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -288533.343750 Penalty: 3656.882324
	Iteration 34Q: 3 clusters Score -288533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -288536.562500 Penalty: 3656.882324
	Iteration 35Q: 3 clusters Score -288536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -288542.281250 Penalty: 3656.882324
	Iteration 36Q: 3 clusters Score -288542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -288547.906250 Penalty: 3656.882324
	Iteration 37Q: 3 clusters Score -288547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -288551.218750 Penalty: 3656.882324
	Iteration 38Q: 3 clusters Score -288551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -288553.187500 Penalty: 3656.882324
	Iteration 39Q: 3 clusters Score -288553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -288555.593750 Penalty: 3656.882324
	Iteration 40F: 3 clusters Score -288555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -288556.937500 Penalty: 3656.882324
	Iteration 41Q: 3 clusters Score -288556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -288557.531250 Penalty: 3656.882324
	Iteration 42Q: 3 clusters Score -288557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -288560.187500 Penalty: 3656.882324
	Iteration 43Q: 3 clusters Score -288560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -288564.437500 Penalty: 3656.882324
	Iteration 44Q: 3 clusters Score -288564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -288567.062500 Penalty: 3656.882324
	Iteration 45Q: 3 clusters Score -288567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -288573.656250 Penalty: 3656.882324
	Iteration 46Q: 3 clusters Score -288573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -288584.437500 Penalty: 3656.882324
	Iteration 47Q: 3 clusters Score -288584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -288586.000000 Penalty: 3656.882324
	Iteration 48F: 3 clusters Score -288586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -288591.406250 Penalty: 3656.882324
	Iteration 49Q: 3 clusters Score -288591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -288594.468750 Penalty: 3656.882324
	Iteration 50Q: 3 clusters Score -288594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -288599.218750 Penalty: 3656.882324
	Iteration 51Q: 3 clusters Score -288599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -288603.250000 Penalty: 3656.882324
	Iteration 52Q: 3 clusters Score -288603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -288607.031250 Penalty: 3656.882324
	Iteration 53Q: 3 clusters Score -288607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -288609.750000 Penalty: 3656.882324
	Iteration 54Q: 3 clusters Score -288609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -288613.062500 Penalty: 3656.882324
	Iteration 55Q: 3 clusters Score -288613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -288617.281250 Penalty: 3656.882324
	Iteration 56Q: 3 clusters Score -288617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -288619.093750 Penalty: 3656.882324
	Iteration 57Q: 3 clusters Score -288619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -288620.218750 Penalty: 3656.882324
	Iteration 58Q: 3 clusters Score -288620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -288621.906250 Penalty: 3656.882324
	Iteration 59Q: 3 clusters Score -288621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -288623.562500 Penalty: 3656.882324
	Iteration 60F: 3 clusters Score -288623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -288626.000000 Penalty: 3656.882324
	Iteration 61Q: 3 clusters Score -288626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -288627.281250 Penalty: 3656.882324
	Iteration 62Q: 3 clusters Score -288627.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -288629.312500 Penalty: 3656.882324
	Iteration 63Q: 3 clusters Score -288629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -288630.437500 Penalty: 3656.882324
	Iteration 64Q: 3 clusters Score -288630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -288630.437500 Penalty: 3656.882324
	Iteration 65F: 3 clusters Score -288630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -103810.265625 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -103810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -102302.484375 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -102302.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -102450.875000 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -102450.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -102483.742188 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -102483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -102496.953125 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -102497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -102501.890625 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -102501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -102507.062500 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -102507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -102510.617188 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -102510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -102510.617188 Penalty: 3089.341309
	Iteration 7F: 3 clusters Score -102510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -149668.625000 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -149668.6 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 453 members 
Entering Unmasked Estep 
Score: -147881.984375 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -147882 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -148232.062500 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -148232.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148336.421875 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -148336.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -148375.281250 Penalty: 3351.438477
	Iteration 3Q: 3 clusters Score -148375.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -148396.687500 Penalty: 3351.438477
	Iteration 4Q: 3 clusters Score -148396.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -148416.546875 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -148416.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -148437.906250 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -148437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -148446.812500 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -148446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148451.515625 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -148451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148451.515625 Penalty: 3351.438477
	Iteration 9F: 3 clusters Score -148451.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -957328.500000 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -957328.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -952771.375000 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -952771.4 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -953836.562500 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -953836.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -954050.312500 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -954050.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -954194.562500 Penalty: 4224.527832
	Iteration 3Q: 3 clusters Score -954194.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -954312.562500 Penalty: 4224.527832
	Iteration 4Q: 3 clusters Score -954312.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -954417.750000 Penalty: 4224.527832
	Iteration 5Q: 3 clusters Score -954417.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -954509.812500 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -954509.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -954630.687500 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -954630.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -954741.687500 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -954741.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -954852.437500 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -954852.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -954972.125000 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -954972.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -955083.187500 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -955083.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -955183.062500 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -955183.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -955278.437500 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -955278.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -955354.625000 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -955354.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -955406.812500 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -955406.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -955452.375000 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -955452.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -955487.062500 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -955487.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -955522.562500 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -955522.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -955546.312500 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -955546.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -955562.875000 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -955562.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -955575.437500 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -955575.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -955584.750000 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -955584.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -955590.312500 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -955590.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -955598.062500 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -955598.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -955603.937500 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -955603.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -955607.500000 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -955607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -955608.875000 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -955608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -955611.187500 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -955611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -955610.500000 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -955610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -955614.500000 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -955614.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -955614.312500 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -955614.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -955620.750000 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -955620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -955620.875000 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -955620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -955624.375000 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -955624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -955626.875000 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -955626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -955628.312500 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -955628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -955632.375000 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -955632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -955632.625000 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -955632.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -955634.250000 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -955634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -955636.750000 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -955636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -955639.125000 Penalty: 4224.527832
	Iteration 41Q: 3 clusters Score -955639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -955639.687500 Penalty: 4224.527832
	Iteration 42Q: 3 clusters Score -955639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -955642.312500 Penalty: 4224.527832
	Iteration 43Q: 3 clusters Score -955642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -955642.312500 Penalty: 4224.527832
	Iteration 44Q: 3 clusters Score -955642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -955643.250000 Penalty: 4224.527832
	Iteration 45Q: 3 clusters Score -955643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -955642.875000 Penalty: 4224.527832
	Iteration 46Q: 3 clusters Score -955642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -955642.875000 Penalty: 4224.527832
	Iteration 47F: 3 clusters Score -955642.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Entering Unmasked Estep 
Score: -6069998.500000 Penalty: 2570.766602
	Iteration 0F: 2 clusters Score -6069998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -6048742.000000 Penalty: 5141.533203
	Iteration 0F: 3 clusters Score -6048742 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -6056276.500000 Penalty: 5141.533203
	Iteration 1F: 3 clusters Score -6056276 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -6056668.000000 Penalty: 5141.533203
	Iteration 2Q: 3 clusters Score -6056668 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -6057081.500000 Penalty: 5141.533203
	Iteration 3Q: 3 clusters Score -6057082 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -6057543.000000 Penalty: 5141.533203
	Iteration 4Q: 3 clusters Score -6057543 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -6058180.000000 Penalty: 5141.533203
	Iteration 5Q: 3 clusters Score -6058180 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -6059134.500000 Penalty: 5141.533203
	Iteration 6F: 3 clusters Score -6059134 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -6060485.000000 Penalty: 5141.533203
	Iteration 7F: 3 clusters Score -6060485 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -6062328.000000 Penalty: 5141.533203
	Iteration 8F: 3 clusters Score -6062328 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -6064389.000000 Penalty: 5141.533203
	Iteration 9F: 3 clusters Score -6064389 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -6066041.000000 Penalty: 5141.533203
	Iteration 10F: 3 clusters Score -6066041 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -6066931.500000 Penalty: 5141.533203
	Iteration 11Q: 3 clusters Score -6066932 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -6067346.000000 Penalty: 5141.533203
	Iteration 12Q: 3 clusters Score -6067346 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -6067549.500000 Penalty: 5141.533203
	Iteration 13Q: 3 clusters Score -6067550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -6067709.000000 Penalty: 5141.533203
	Iteration 14Q: 3 clusters Score -6067709 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -6067792.500000 Penalty: 5141.533203
	Iteration 15Q: 3 clusters Score -6067792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6067855.500000 Penalty: 5141.533203
	Iteration 16Q: 3 clusters Score -6067856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -6067895.000000 Penalty: 5141.533203
	Iteration 17Q: 3 clusters Score -6067895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6067908.500000 Penalty: 5141.533203
	Iteration 18Q: 3 clusters Score -6067908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -6067919.000000 Penalty: 5141.533203
	Iteration 19Q: 3 clusters Score -6067919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -6067932.000000 Penalty: 5141.533203
	Iteration 20F: 3 clusters Score -6067932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -6067933.000000 Penalty: 5141.533203
	Iteration 21Q: 3 clusters Score -6067933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -6067937.500000 Penalty: 5141.533203
	Iteration 22Q: 3 clusters Score -6067938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -6067945.000000 Penalty: 5141.533203
	Iteration 23Q: 3 clusters Score -6067945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -6067948.500000 Penalty: 5141.533203
	Iteration 24Q: 3 clusters Score -6067948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -6067962.500000 Penalty: 5141.533203
	Iteration 25Q: 3 clusters Score -6067962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -6067957.500000 Penalty: 5141.533203
	Iteration 26Q: 3 clusters Score -6067958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -6067958.500000 Penalty: 5141.533203
	Iteration 27Q: 3 clusters Score -6067958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -6067957.000000 Penalty: 5141.533203
	Iteration 28Q: 3 clusters Score -6067957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -6067957.000000 Penalty: 5141.533203
	Iteration 29Q: 3 clusters Score -6067957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -6067957.000000 Penalty: 5141.533203
	Iteration 30F: 3 clusters Score -6067957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -59347.957031 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -59347.96 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 205 members 
Entering Unmasked Estep 
Score: -58024.027344 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -58024.03 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58408.710938 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -58408.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58595.074219 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -58595.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58790.500000 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -58790.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58879.875000 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -58879.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58919.089844 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -58919.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58932.679688 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -58932.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58935.898438 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -58935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58948.605469 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -58948.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58962.066406 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -58962.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58969.855469 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -58969.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58981.292969 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -58981.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59004.382812 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -59004.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59017.164062 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -59017.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59020.199219 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -59020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59020.199219 Penalty: 2974.240234
	Iteration 15F: 3 clusters Score -59020.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -51388.250000 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -51388.25 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 196 members 
Entering Unmasked Estep 
Score: -50186.175781 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -50186.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50416.074219 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -50416.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50496.292969 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -50496.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50586.558594 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -50586.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50640.539062 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -50640.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50652.691406 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -50652.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50689.238281 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -50689.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50693.789062 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -50693.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50696.210938 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -50696.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50700.726562 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -50700.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50700.726562 Penalty: 2920.883301
	Iteration 10F: 3 clusters Score -50700.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Entering Unmasked Estep 
Score: -5292862.000000 Penalty: 2537.687744
	Iteration 0F: 2 clusters Score -5292862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5273901.000000 Penalty: 5075.375488
	Iteration 0F: 3 clusters Score -5273901 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5280540.500000 Penalty: 5075.375488
	Iteration 1F: 3 clusters Score -5280540 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -5281003.000000 Penalty: 5075.375488
	Iteration 2Q: 3 clusters Score -5281003 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5281370.500000 Penalty: 5075.375488
	Iteration 3Q: 3 clusters Score -5281370 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -5281673.500000 Penalty: 5075.375488
	Iteration 4Q: 3 clusters Score -5281674 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -5281885.500000 Penalty: 5075.375488
	Iteration 5Q: 3 clusters Score -5281886 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5282114.000000 Penalty: 5075.375488
	Iteration 6Q: 3 clusters Score -5282114 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -5282319.000000 Penalty: 5075.375488
	Iteration 7Q: 3 clusters Score -5282319 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -5282548.000000 Penalty: 5075.375488
	Iteration 8Q: 3 clusters Score -5282548 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5282744.000000 Penalty: 5075.375488
	Iteration 9Q: 3 clusters Score -5282744 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -5282952.000000 Penalty: 5075.375488
	Iteration 10Q: 3 clusters Score -5282952 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -5283198.500000 Penalty: 5075.375488
	Iteration 11Q: 3 clusters Score -5283198 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -5283465.000000 Penalty: 5075.375488
	Iteration 12Q: 3 clusters Score -5283465 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5283820.000000 Penalty: 5075.375488
	Iteration 13Q: 3 clusters Score -5283820 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -5284348.000000 Penalty: 5075.375488
	Iteration 14Q: 3 clusters Score -5284348 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -5284973.000000 Penalty: 5075.375488
	Iteration 15Q: 3 clusters Score -5284973 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -5285470.500000 Penalty: 5075.375488
	Iteration 16Q: 3 clusters Score -5285470 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5285822.000000 Penalty: 5075.375488
	Iteration 17Q: 3 clusters Score -5285822 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -5286065.000000 Penalty: 5075.375488
	Iteration 18Q: 3 clusters Score -5286065 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5286195.000000 Penalty: 5075.375488
	Iteration 19Q: 3 clusters Score -5286195 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5286272.500000 Penalty: 5075.375488
	Iteration 20F: 3 clusters Score -5286272 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -5286328.000000 Penalty: 5075.375488
	Iteration 21Q: 3 clusters Score -5286328 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -5286365.500000 Penalty: 5075.375488
	Iteration 22Q: 3 clusters Score -5286366 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5286397.500000 Penalty: 5075.375488
	Iteration 23Q: 3 clusters Score -5286398 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5286418.000000 Penalty: 5075.375488
	Iteration 24Q: 3 clusters Score -5286418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5286456.500000 Penalty: 5075.375488
	Iteration 25Q: 3 clusters Score -5286456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5286480.500000 Penalty: 5075.375488
	Iteration 26Q: 3 clusters Score -5286480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -5286511.500000 Penalty: 5075.375488
	Iteration 27Q: 3 clusters Score -5286512 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -5286532.500000 Penalty: 5075.375488
	Iteration 28Q: 3 clusters Score -5286532 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5286571.500000 Penalty: 5075.375488
	Iteration 29Q: 3 clusters Score -5286572 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -5286588.500000 Penalty: 5075.375488
	Iteration 30Q: 3 clusters Score -5286588 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -5286612.500000 Penalty: 5075.375488
	Iteration 31Q: 3 clusters Score -5286612 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -5286630.500000 Penalty: 5075.375488
	Iteration 32Q: 3 clusters Score -5286630 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -5286652.500000 Penalty: 5075.375488
	Iteration 33Q: 3 clusters Score -5286652 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -5286709.500000 Penalty: 5075.375488
	Iteration 34Q: 3 clusters Score -5286710 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -5286727.000000 Penalty: 5075.375488
	Iteration 35Q: 3 clusters Score -5286727 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -5286782.000000 Penalty: 5075.375488
	Iteration 36Q: 3 clusters Score -5286782 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -5286784.500000 Penalty: 5075.375488
	Iteration 37Q: 3 clusters Score -5286784 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -5286830.500000 Penalty: 5075.375488
	Iteration 38Q: 3 clusters Score -5286830 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -5286834.500000 Penalty: 5075.375488
	Iteration 39Q: 3 clusters Score -5286834 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5286860.000000 Penalty: 5075.375488
	Iteration 40F: 3 clusters Score -5286860 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5286905.500000 Penalty: 5075.375488
	Iteration 41Q: 3 clusters Score -5286906 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -5286928.000000 Penalty: 5075.375488
	Iteration 42Q: 3 clusters Score -5286928 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -5286972.500000 Penalty: 5075.375488
	Iteration 43Q: 3 clusters Score -5286972 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -5286995.500000 Penalty: 5075.375488
	Iteration 44Q: 3 clusters Score -5286996 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5287027.000000 Penalty: 5075.375488
	Iteration 45Q: 3 clusters Score -5287027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5287050 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -5287113.000000 Penalty: 5075.375488
	Iteration 47Q: 3 clusters Score -5287113 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -5287163.500000 Penalty: 5075.375488
	Iteration 48Q: 3 clusters Score -5287164 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5287166.000000 Penalty: 5075.375488
	Iteration 49Q: 3 clusters Score -5287166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -5287202.500000 Penalty: 5075.375488
	Iteration 50Q: 3 clusters Score -5287202 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5287237.000000 Penalty: 5075.375488
	Iteration 51Q: 3 clusters Score -5287237 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5287288.500000 Penalty: 5075.375488
	Iteration 52Q: 3 clusters Score -5287288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -5287349.500000 Penalty: 5075.375488
	Iteration 53Q: 3 clusters Score -5287350 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -5287397.000000 Penalty: 5075.375488
	Iteration 54Q: 3 clusters Score -5287397 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5287404.000000 Penalty: 5075.375488
	Iteration 55Q: 3 clusters Score -5287404 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5287457 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -5287480.000000 Penalty: 5075.375488
	Iteration 57Q: 3 clusters Score -5287480 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -5287519.500000 Penalty: 5075.375488
	Iteration 58Q: 3 clusters Score -5287520 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -5287572.500000 Penalty: 5075.375488
	Iteration 59Q: 3 clusters Score -5287572 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -5287584.500000 Penalty: 5075.375488
	Iteration 60F: 3 clusters Score -5287584 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5287602.500000 Penalty: 5075.375488
	Iteration 61Q: 3 clusters Score -5287602 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -5287636.000000 Penalty: 5075.375488
	Iteration 62Q: 3 clusters Score -5287636 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -5287667.000000 Penalty: 5075.375488
	Iteration 63Q: 3 clusters Score -5287667 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5287687.500000 Penalty: 5075.375488
	Iteration 64Q: 3 clusters Score -5287688 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5287710.500000 Penalty: 5075.375488
	Iteration 65Q: 3 clusters Score -5287710 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -5287754.000000 Penalty: 5075.375488
	Iteration 66Q: 3 clusters Score -5287754 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -5287792.500000 Penalty: 5075.375488
	Iteration 67Q: 3 clusters Score -5287792 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5287812.000000 Penalty: 5075.375488
	Iteration 68Q: 3 clusters Score -5287812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -5287814.500000 Penalty: 5075.375488
	Iteration 69Q: 3 clusters Score -5287814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -5287857.500000 Penalty: 5075.375488
	Iteration 70Q: 3 clusters Score -5287858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5287877.500000 Penalty: 5075.375488
	Iteration 71Q: 3 clusters Score -5287878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -5287873.500000 Penalty: 5075.375488
	Iteration 72Q: 3 clusters Score -5287874 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5287863.500000 Penalty: 5075.375488
	Iteration 73Q: 3 clusters Score -5287864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5287867.000000 Penalty: 5075.375488
	Iteration 74Q: 3 clusters Score -5287867 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -5287884.500000 Penalty: 5075.375488
	Iteration 75Q: 3 clusters Score -5287884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5287891.000000 Penalty: 5075.375488
	Iteration 76Q: 3 clusters Score -5287891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -5287898.500000 Penalty: 5075.375488
	Iteration 77Q: 3 clusters Score -5287898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -5287927.000000 Penalty: 5075.375488
	Iteration 78Q: 3 clusters Score -5287927 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -5287931.500000 Penalty: 5075.375488
	Iteration 79Q: 3 clusters Score -5287932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -5287955.500000 Penalty: 5075.375488
	Iteration 80F: 3 clusters Score -5287956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -5287964.000000 Penalty: 5075.375488
	Iteration 81Q: 3 clusters Score -5287964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -5287985.000000 Penalty: 5075.375488
	Iteration 82Q: 3 clusters Score -5287985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5288010.000000 Penalty: 5075.375488
	Iteration 83Q: 3 clusters Score -5288010 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5288029.000000 Penalty: 5075.375488
	Iteration 84Q: 3 clusters Score -5288029 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5288047.000000 Penalty: 5075.375488
	Iteration 85Q: 3 clusters Score -5288047 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5288056.500000 Penalty: 5075.375488
	Iteration 86Q: 3 clusters Score -5288056 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -5288073.500000 Penalty: 5075.375488
	Iteration 87Q: 3 clusters Score -5288074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5288073.500000 Penalty: 5075.375488
	Iteration 88Q: 3 clusters Score -5288074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5288093.500000 Penalty: 5075.375488
	Iteration 89Q: 3 clusters Score -5288094 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -5288093.500000 Penalty: 5075.375488
	Iteration 90Q: 3 clusters Score -5288094 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -5288098.500000 Penalty: 5075.375488
	Iteration 91Q: 3 clusters Score -5288098 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -5288123.500000 Penalty: 5075.375488
	Iteration 92Q: 3 clusters Score -5288124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5288136.500000 Penalty: 5075.375488
	Iteration 93Q: 3 clusters Score -5288136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -5288167.500000 Penalty: 5075.375488
	Iteration 94Q: 3 clusters Score -5288168 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5288206.500000 Penalty: 5075.375488
	Iteration 95Q: 3 clusters Score -5288206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5288216.500000 Penalty: 5075.375488
	Iteration 96Q: 3 clusters Score -5288216 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5288257.500000 Penalty: 5075.375488
	Iteration 97Q: 3 clusters Score -5288258 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5288297.000000 Penalty: 5075.375488
	Iteration 98Q: 3 clusters Score -5288297 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5288339.500000 Penalty: 5075.375488
	Iteration 99Q: 3 clusters Score -5288340 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5288389.000000 Penalty: 5075.375488
	Iteration 100F: 3 clusters Score -5288389 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5288451.500000 Penalty: 5075.375488
	Iteration 101Q: 3 clusters Score -5288452 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5288504.000000 Penalty: 5075.375488
	Iteration 102Q: 3 clusters Score -5288504 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -5288548.000000 Penalty: 5075.375488
	Iteration 103Q: 3 clusters Score -5288548 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -5288607.500000 Penalty: 5075.375488
	Iteration 104Q: 3 clusters Score -5288608 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -5288678.000000 Penalty: 5075.375488
	Iteration 105Q: 3 clusters Score -5288678 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5288742.000000 Penalty: 5075.375488
	Iteration 106Q: 3 clusters Score -5288742 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5288821.500000 Penalty: 5075.375488
	Iteration 107Q: 3 clusters Score -5288822 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5288943.500000 Penalty: 5075.375488
	Iteration 108Q: 3 clusters Score -5288944 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -5289048.500000 Penalty: 5075.375488
	Iteration 109Q: 3 clusters Score -5289048 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -5289175.000000 Penalty: 5075.375488
	Iteration 110Q: 3 clusters Score -5289175 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5289312.000000 Penalty: 5075.375488
	Iteration 111Q: 3 clusters Score -5289312 nChanged 306
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -5289416.500000 Penalty: 5075.375488
	Iteration 112Q: 3 clusters Score -5289416 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5289547.500000 Penalty: 5075.375488
	Iteration 113Q: 3 clusters Score -5289548 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -5289672.500000 Penalty: 5075.375488
	Iteration 114Q: 3 clusters Score -5289672 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5289783.500000 Penalty: 5075.375488
	Iteration 115Q: 3 clusters Score -5289784 nChanged 228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5289892.500000 Penalty: 5075.375488
	Iteration 116Q: 3 clusters Score -5289892 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -5290020.000000 Penalty: 5075.375488
	Iteration 117Q: 3 clusters Score -5290020 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -5290109.000000 Penalty: 5075.375488
	Iteration 118Q: 3 clusters Score -5290109 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5290216.000000 Penalty: 5075.375488
	Iteration 119Q: 3 clusters Score -5290216 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -5290291.000000 Penalty: 5075.375488
	Iteration 120F: 3 clusters Score -5290291 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5290376.500000 Penalty: 5075.375488
	Iteration 121Q: 3 clusters Score -5290376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5290416.500000 Penalty: 5075.375488
	Iteration 122Q: 3 clusters Score -5290416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5290477.500000 Penalty: 5075.375488
	Iteration 123Q: 3 clusters Score -5290478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5290521.500000 Penalty: 5075.375488
	Iteration 124Q: 3 clusters Score -5290522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -5290547.500000 Penalty: 5075.375488
	Iteration 125Q: 3 clusters Score -5290548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5290562.500000 Penalty: 5075.375488
	Iteration 126Q: 3 clusters Score -5290562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -5290596.500000 Penalty: 5075.375488
	Iteration 127Q: 3 clusters Score -5290596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -5290614.500000 Penalty: 5075.375488
	Iteration 128Q: 3 clusters Score -5290614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -5290622.000000 Penalty: 5075.375488
	Iteration 129Q: 3 clusters Score -5290622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -5290637.000000 Penalty: 5075.375488
	Iteration 130Q: 3 clusters Score -5290637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5290643.500000 Penalty: 5075.375488
	Iteration 131Q: 3 clusters Score -5290644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5290651.500000 Penalty: 5075.375488
	Iteration 132Q: 3 clusters Score -5290652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -5290657.500000 Penalty: 5075.375488
	Iteration 133Q: 3 clusters Score -5290658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -5290662.000000 Penalty: 5075.375488
	Iteration 134Q: 3 clusters Score -5290662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -5290673.000000 Penalty: 5075.375488
	Iteration 135Q: 3 clusters Score -5290673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5290668.000000 Penalty: 5075.375488
	Iteration 136Q: 3 clusters Score -5290668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5290676.500000 Penalty: 5075.375488
	Iteration 137Q: 3 clusters Score -5290676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -5290681.500000 Penalty: 5075.375488
	Iteration 138Q: 3 clusters Score -5290682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5290685.000000 Penalty: 5075.375488
	Iteration 139Q: 3 clusters Score -5290685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5290687.500000 Penalty: 5075.375488
	Iteration 140F: 3 clusters Score -5290688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -5290692.000000 Penalty: 5075.375488
	Iteration 141Q: 3 clusters Score -5290692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -5290692.000000 Penalty: 5075.375488
	Iteration 142F: 3 clusters Score -5290692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Entering Unmasked Estep 
Score: -10385015.000000 Penalty: 2710.091797
	Iteration 0F: 2 clusters Score -1.038502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -10348199.000000 Penalty: 5420.183594
	Iteration 0F: 3 clusters Score -1.03482e+07 nChanged 25929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -10362622.000000 Penalty: 5420.183594
	Iteration 1F: 3 clusters Score -1.036262e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -10363310.000000 Penalty: 5420.183594
	Iteration 2Q: 3 clusters Score -1.036331e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -10364045.000000 Penalty: 5420.183594
	Iteration 3Q: 3 clusters Score -1.036404e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -10365020.000000 Penalty: 5420.183594
	Iteration 4Q: 3 clusters Score -1.036502e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -10366417.000000 Penalty: 5420.183594
	Iteration 5F: 3 clusters Score -1.036642e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -10368225.000000 Penalty: 5420.183594
	Iteration 6F: 3 clusters Score -1.036822e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -10370673.000000 Penalty: 5420.183594
	Iteration 7F: 3 clusters Score -1.037067e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -10373274.000000 Penalty: 5420.183594
	Iteration 8F: 3 clusters Score -1.037327e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -10375766.000000 Penalty: 5420.183594
	Iteration 9F: 3 clusters Score -1.037577e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -10377828.000000 Penalty: 5420.183594
	Iteration 10Q: 3 clusters Score -1.037783e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -10379390.000000 Penalty: 5420.183594
	Iteration 11Q: 3 clusters Score -1.037939e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -10380457.000000 Penalty: 5420.183594
	Iteration 12Q: 3 clusters Score -1.038046e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10381035.000000 Penalty: 5420.183594
	Iteration 13Q: 3 clusters Score -1.038104e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10381519.000000 Penalty: 5420.183594
	Iteration 14Q: 3 clusters Score -1.038152e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10381861.000000 Penalty: 5420.183594
	Iteration 15Q: 3 clusters Score -1.038186e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10382079.000000 Penalty: 5420.183594
	Iteration 16Q: 3 clusters Score -1.038208e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10382227.000000 Penalty: 5420.183594
	Iteration 17Q: 3 clusters Score -1.038223e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10382345.000000 Penalty: 5420.183594
	Iteration 18Q: 3 clusters Score -1.038234e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10382431.000000 Penalty: 5420.183594
	Iteration 19Q: 3 clusters Score -1.038243e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10382487.000000 Penalty: 5420.183594
	Iteration 20F: 3 clusters Score -1.038249e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10382542.000000 Penalty: 5420.183594
	Iteration 21Q: 3 clusters Score -1.038254e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10382580.000000 Penalty: 5420.183594
	Iteration 22Q: 3 clusters Score -1.038258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10382613.000000 Penalty: 5420.183594
	Iteration 23Q: 3 clusters Score -1.038261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10382639.000000 Penalty: 5420.183594
	Iteration 24Q: 3 clusters Score -1.038264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10382657.000000 Penalty: 5420.183594
	Iteration 25Q: 3 clusters Score -1.038266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10382658.000000 Penalty: 5420.183594
	Iteration 26Q: 3 clusters Score -1.038266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10382667.000000 Penalty: 5420.183594
	Iteration 27Q: 3 clusters Score -1.038267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10382661.000000 Penalty: 5420.183594
	Iteration 28Q: 3 clusters Score -1.038266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10382679.000000 Penalty: 5420.183594
	Iteration 29Q: 3 clusters Score -1.038268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10382685.000000 Penalty: 5420.183594
	Iteration 30Q: 3 clusters Score -1.038268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10382695.000000 Penalty: 5420.183594
	Iteration 31Q: 3 clusters Score -1.03827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10382698.000000 Penalty: 5420.183594
	Iteration 32Q: 3 clusters Score -1.03827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10382702.000000 Penalty: 5420.183594
	Iteration 33Q: 3 clusters Score -1.03827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10382705.000000 Penalty: 5420.183594
	Iteration 34Q: 3 clusters Score -1.03827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10382698.000000 Penalty: 5420.183594
	Iteration 35Q: 3 clusters Score -1.03827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10382702.000000 Penalty: 5420.183594
	Iteration 36Q: 3 clusters Score -1.03827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10382702.000000 Penalty: 5420.183594
	Iteration 37Q: 3 clusters Score -1.03827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10382702.000000 Penalty: 5420.183594
	Iteration 38F: 3 clusters Score -1.03827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Entering Unmasked Estep 
Score: -4241418.000000 Penalty: 2464.296875
	Iteration 0F: 2 clusters Score -4241418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -4226939.000000 Penalty: 4928.593750
	Iteration 0F: 3 clusters Score -4226939 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4231746.000000 Penalty: 4928.593750
	Iteration 1F: 3 clusters Score -4231746 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4232046.000000 Penalty: 4928.593750
	Iteration 2Q: 3 clusters Score -4232046 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4232285.500000 Penalty: 4928.593750
	Iteration 3Q: 3 clusters Score -4232286 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4232491.000000 Penalty: 4928.593750
	Iteration 4Q: 3 clusters Score -4232491 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -4232709.000000 Penalty: 4928.593750
	Iteration 5Q: 3 clusters Score -4232709 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4232907.000000 Penalty: 4928.593750
	Iteration 6Q: 3 clusters Score -4232907 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -4233101.500000 Penalty: 4928.593750
	Iteration 7Q: 3 clusters Score -4233102 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4233371.000000 Penalty: 4928.593750
	Iteration 8Q: 3 clusters Score -4233371 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4233707.000000 Penalty: 4928.593750
	Iteration 9Q: 3 clusters Score -4233707 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -4234175.000000 Penalty: 4928.593750
	Iteration 10Q: 3 clusters Score -4234175 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4234784.500000 Penalty: 4928.593750
	Iteration 11Q: 3 clusters Score -4234784 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -4235600.500000 Penalty: 4928.593750
	Iteration 12F: 3 clusters Score -4235600 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4236509.500000 Penalty: 4928.593750
	Iteration 13F: 3 clusters Score -4236510 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4237373.000000 Penalty: 4928.593750
	Iteration 14Q: 3 clusters Score -4237373 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4237978.500000 Penalty: 4928.593750
	Iteration 15Q: 3 clusters Score -4237978 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4238431.500000 Penalty: 4928.593750
	Iteration 16Q: 3 clusters Score -4238432 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4238742.000000 Penalty: 4928.593750
	Iteration 17Q: 3 clusters Score -4238742 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4238896.000000 Penalty: 4928.593750
	Iteration 18Q: 3 clusters Score -4238896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4239000.000000 Penalty: 4928.593750
	Iteration 19Q: 3 clusters Score -4239000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4239069.500000 Penalty: 4928.593750
	Iteration 20F: 3 clusters Score -4239070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4239120.500000 Penalty: 4928.593750
	Iteration 21Q: 3 clusters Score -4239120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4239163.000000 Penalty: 4928.593750
	Iteration 22Q: 3 clusters Score -4239163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4239198.500000 Penalty: 4928.593750
	Iteration 23Q: 3 clusters Score -4239198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4239225.500000 Penalty: 4928.593750
	Iteration 24Q: 3 clusters Score -4239226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4239244.500000 Penalty: 4928.593750
	Iteration 25Q: 3 clusters Score -4239244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4239262.000000 Penalty: 4928.593750
	Iteration 26Q: 3 clusters Score -4239262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4239271.000000 Penalty: 4928.593750
	Iteration 27Q: 3 clusters Score -4239271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4239280.500000 Penalty: 4928.593750
	Iteration 28Q: 3 clusters Score -4239280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4239286.000000 Penalty: 4928.593750
	Iteration 29Q: 3 clusters Score -4239286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4239288.500000 Penalty: 4928.593750
	Iteration 30Q: 3 clusters Score -4239288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4239293.500000 Penalty: 4928.593750
	Iteration 31Q: 3 clusters Score -4239294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4239301.500000 Penalty: 4928.593750
	Iteration 32Q: 3 clusters Score -4239302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4239309.000000 Penalty: 4928.593750
	Iteration 33Q: 3 clusters Score -4239309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4239308.500000 Penalty: 4928.593750
	Iteration 34Q: 3 clusters Score -4239308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4239312.000000 Penalty: 4928.593750
	Iteration 35Q: 3 clusters Score -4239312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4239312.000000 Penalty: 4928.593750
	Iteration 36Q: 3 clusters Score -4239312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4239310.500000 Penalty: 4928.593750
	Iteration 37Q: 3 clusters Score -4239310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4239314.500000 Penalty: 4928.593750
	Iteration 38Q: 3 clusters Score -4239314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4239314.500000 Penalty: 4928.593750
	Iteration 39F: 3 clusters Score -4239314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Entering Unmasked Estep 
Score: -3479377.500000 Penalty: 2408.416748
	Iteration 0F: 2 clusters Score -3479378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3468284.000000 Penalty: 4816.833496
	Iteration 0F: 3 clusters Score -3468284 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3472256.250000 Penalty: 4816.833496
	Iteration 1F: 3 clusters Score -3472256 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3472672.750000 Penalty: 4816.833496
	Iteration 2F: 3 clusters Score -3472673 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3472986.500000 Penalty: 4816.833496
	Iteration 3F: 3 clusters Score -3472986 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3473282.750000 Penalty: 4816.833496
	Iteration 4Q: 3 clusters Score -3473283 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3473554.750000 Penalty: 4816.833496
	Iteration 5Q: 3 clusters Score -3473555 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3473861.250000 Penalty: 4816.833496
	Iteration 6Q: 3 clusters Score -3473861 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3474159.250000 Penalty: 4816.833496
	Iteration 7Q: 3 clusters Score -3474159 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3474489.750000 Penalty: 4816.833496
	Iteration 8Q: 3 clusters Score -3474490 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3474835.000000 Penalty: 4816.833496
	Iteration 9Q: 3 clusters Score -3474835 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3475194.000000 Penalty: 4816.833496
	Iteration 10Q: 3 clusters Score -3475194 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3475552.500000 Penalty: 4816.833496
	Iteration 11Q: 3 clusters Score -3475552 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3475951.000000 Penalty: 4816.833496
	Iteration 12Q: 3 clusters Score -3475951 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3476281.750000 Penalty: 4816.833496
	Iteration 13Q: 3 clusters Score -3476282 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3476556.000000 Penalty: 4816.833496
	Iteration 14Q: 3 clusters Score -3476556 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3476736.500000 Penalty: 4816.833496
	Iteration 15Q: 3 clusters Score -3476736 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3476851.750000 Penalty: 4816.833496
	Iteration 16Q: 3 clusters Score -3476852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3476960.750000 Penalty: 4816.833496
	Iteration 17Q: 3 clusters Score -3476961 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3477055.750000 Penalty: 4816.833496
	Iteration 18Q: 3 clusters Score -3477056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3477119.500000 Penalty: 4816.833496
	Iteration 19Q: 3 clusters Score -3477120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3477158.750000 Penalty: 4816.833496
	Iteration 20F: 3 clusters Score -3477159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3477184.500000 Penalty: 4816.833496
	Iteration 21Q: 3 clusters Score -3477184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3477215.000000 Penalty: 4816.833496
	Iteration 22Q: 3 clusters Score -3477215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3477229.250000 Penalty: 4816.833496
	Iteration 23Q: 3 clusters Score -3477229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3477245.000000 Penalty: 4816.833496
	Iteration 24Q: 3 clusters Score -3477245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3477259.250000 Penalty: 4816.833496
	Iteration 25Q: 3 clusters Score -3477259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3477269.250000 Penalty: 4816.833496
	Iteration 26Q: 3 clusters Score -3477269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3477284.500000 Penalty: 4816.833496
	Iteration 27Q: 3 clusters Score -3477284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3477291.000000 Penalty: 4816.833496
	Iteration 28Q: 3 clusters Score -3477291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3477290.000000 Penalty: 4816.833496
	Iteration 29Q: 3 clusters Score -3477290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3477301.250000 Penalty: 4816.833496
	Iteration 30Q: 3 clusters Score -3477301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3477299.250000 Penalty: 4816.833496
	Iteration 31Q: 3 clusters Score -3477299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3477302.000000 Penalty: 4816.833496
	Iteration 32Q: 3 clusters Score -3477302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3477300.250000 Penalty: 4816.833496
	Iteration 33Q: 3 clusters Score -3477300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3477304.750000 Penalty: 4816.833496
	Iteration 34Q: 3 clusters Score -3477305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3477311.250000 Penalty: 4816.833496
	Iteration 35Q: 3 clusters Score -3477311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3477314.250000 Penalty: 4816.833496
	Iteration 36Q: 3 clusters Score -3477314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3477320.000000 Penalty: 4816.833496
	Iteration 37Q: 3 clusters Score -3477320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3477319.000000 Penalty: 4816.833496
	Iteration 38Q: 3 clusters Score -3477319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3477319.750000 Penalty: 4816.833496
	Iteration 39Q: 3 clusters Score -3477320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3477319.750000 Penalty: 4816.833496
	Iteration 40F: 3 clusters Score -3477320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Entering Unmasked Estep 
Score: -1323309.125000 Penalty: 2204.377441
	Iteration 0F: 2 clusters Score -1323309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1317378.625000 Penalty: 4408.754883
	Iteration 0F: 3 clusters Score -1317379 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1319146.250000 Penalty: 4408.754883
	Iteration 1F: 3 clusters Score -1319146 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1319559.500000 Penalty: 4408.754883
	Iteration 2F: 3 clusters Score -1319560 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1319883.000000 Penalty: 4408.754883
	Iteration 3F: 3 clusters Score -1319883 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1320219.250000 Penalty: 4408.754883
	Iteration 4F: 3 clusters Score -1320219 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1320551.000000 Penalty: 4408.754883
	Iteration 5F: 3 clusters Score -1320551 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1320861.000000 Penalty: 4408.754883
	Iteration 6F: 3 clusters Score -1320861 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1321074.125000 Penalty: 4408.754883
	Iteration 7Q: 3 clusters Score -1321074 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1321264.125000 Penalty: 4408.754883
	Iteration 8Q: 3 clusters Score -1321264 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1321400.500000 Penalty: 4408.754883
	Iteration 9Q: 3 clusters Score -1321400 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1321471.250000 Penalty: 4408.754883
	Iteration 10Q: 3 clusters Score -1321471 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1321517.375000 Penalty: 4408.754883
	Iteration 11Q: 3 clusters Score -1321517 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1321543.875000 Penalty: 4408.754883
	Iteration 12Q: 3 clusters Score -1321544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1321573.250000 Penalty: 4408.754883
	Iteration 13Q: 3 clusters Score -1321573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1321597.250000 Penalty: 4408.754883
	Iteration 14Q: 3 clusters Score -1321597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1321616.375000 Penalty: 4408.754883
	Iteration 15Q: 3 clusters Score -1321616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1321636.625000 Penalty: 4408.754883
	Iteration 16Q: 3 clusters Score -1321637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1321659.500000 Penalty: 4408.754883
	Iteration 17Q: 3 clusters Score -1321660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1321683.500000 Penalty: 4408.754883
	Iteration 18Q: 3 clusters Score -1321684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1321703.375000 Penalty: 4408.754883
	Iteration 19Q: 3 clusters Score -1321703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1321717.375000 Penalty: 4408.754883
	Iteration 20F: 3 clusters Score -1321717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1321728.750000 Penalty: 4408.754883
	Iteration 21Q: 3 clusters Score -1321729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1321746.750000 Penalty: 4408.754883
	Iteration 22Q: 3 clusters Score -1321747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1321762.875000 Penalty: 4408.754883
	Iteration 23Q: 3 clusters Score -1321763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1321789.375000 Penalty: 4408.754883
	Iteration 24Q: 3 clusters Score -1321789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1321814.375000 Penalty: 4408.754883
	Iteration 25Q: 3 clusters Score -1321814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1321833.875000 Penalty: 4408.754883
	Iteration 26Q: 3 clusters Score -1321834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1321849.625000 Penalty: 4408.754883
	Iteration 27Q: 3 clusters Score -1321850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1321863.625000 Penalty: 4408.754883
	Iteration 28Q: 3 clusters Score -1321864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1321867.500000 Penalty: 4408.754883
	Iteration 29Q: 3 clusters Score -1321868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1321877.250000 Penalty: 4408.754883
	Iteration 30Q: 3 clusters Score -1321877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1321884.875000 Penalty: 4408.754883
	Iteration 31Q: 3 clusters Score -1321885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1321896.625000 Penalty: 4408.754883
	Iteration 32Q: 3 clusters Score -1321897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1321910.375000 Penalty: 4408.754883
	Iteration 33Q: 3 clusters Score -1321910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1321920.250000 Penalty: 4408.754883
	Iteration 34Q: 3 clusters Score -1321920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1321929.625000 Penalty: 4408.754883
	Iteration 35Q: 3 clusters Score -1321930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1321940.875000 Penalty: 4408.754883
	Iteration 36Q: 3 clusters Score -1321941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1321956.000000 Penalty: 4408.754883
	Iteration 37Q: 3 clusters Score -1321956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1321975.250000 Penalty: 4408.754883
	Iteration 38Q: 3 clusters Score -1321975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1321992.875000 Penalty: 4408.754883
	Iteration 39Q: 3 clusters Score -1321993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1322025.000000 Penalty: 4408.754883
	Iteration 40F: 3 clusters Score -1322025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1322059.625000 Penalty: 4408.754883
	Iteration 41Q: 3 clusters Score -1322060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1322107.500000 Penalty: 4408.754883
	Iteration 42Q: 3 clusters Score -1322108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1322147.625000 Penalty: 4408.754883
	Iteration 43Q: 3 clusters Score -1322148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1322188.875000 Penalty: 4408.754883
	Iteration 44Q: 3 clusters Score -1322189 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1322228.500000 Penalty: 4408.754883
	Iteration 45Q: 3 clusters Score -1322228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1322262.000000 Penalty: 4408.754883
	Iteration 46Q: 3 clusters Score -1322262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1322307.250000 Penalty: 4408.754883
	Iteration 47Q: 3 clusters Score -1322307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1322341.125000 Penalty: 4408.754883
	Iteration 48Q: 3 clusters Score -1322341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1322369.250000 Penalty: 4408.754883
	Iteration 49Q: 3 clusters Score -1322369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1322386.625000 Penalty: 4408.754883
	Iteration 50Q: 3 clusters Score -1322387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1322402.125000 Penalty: 4408.754883
	Iteration 51Q: 3 clusters Score -1322402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1322415.875000 Penalty: 4408.754883
	Iteration 52Q: 3 clusters Score -1322416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1322425.625000 Penalty: 4408.754883
	Iteration 53Q: 3 clusters Score -1322426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1322440.375000 Penalty: 4408.754883
	Iteration 54Q: 3 clusters Score -1322440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1322450.875000 Penalty: 4408.754883
	Iteration 55Q: 3 clusters Score -1322451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1322454.250000 Penalty: 4408.754883
	Iteration 56Q: 3 clusters Score -1322454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1322461.625000 Penalty: 4408.754883
	Iteration 57Q: 3 clusters Score -1322462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1322466.375000 Penalty: 4408.754883
	Iteration 58Q: 3 clusters Score -1322466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1322471.750000 Penalty: 4408.754883
	Iteration 59Q: 3 clusters Score -1322472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1322482.250000 Penalty: 4408.754883
	Iteration 60F: 3 clusters Score -1322482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1322487.000000 Penalty: 4408.754883
	Iteration 61Q: 3 clusters Score -1322487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1322497.875000 Penalty: 4408.754883
	Iteration 62Q: 3 clusters Score -1322498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1322504.875000 Penalty: 4408.754883
	Iteration 63Q: 3 clusters Score -1322505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1322514.625000 Penalty: 4408.754883
	Iteration 64Q: 3 clusters Score -1322515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1322516.500000 Penalty: 4408.754883
	Iteration 65Q: 3 clusters Score -1322516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1322519.000000 Penalty: 4408.754883
	Iteration 66Q: 3 clusters Score -1322519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1322519.500000 Penalty: 4408.754883
	Iteration 67Q: 3 clusters Score -1322520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1322520.750000 Penalty: 4408.754883
	Iteration 68Q: 3 clusters Score -1322521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1322522.250000 Penalty: 4408.754883
	Iteration 69Q: 3 clusters Score -1322522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1322519.625000 Penalty: 4408.754883
	Iteration 70Q: 3 clusters Score -1322520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1322522.875000 Penalty: 4408.754883
	Iteration 71Q: 3 clusters Score -1322523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1322528.875000 Penalty: 4408.754883
	Iteration 72Q: 3 clusters Score -1322529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1322530.125000 Penalty: 4408.754883
	Iteration 73Q: 3 clusters Score -1322530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1322530.000000 Penalty: 4408.754883
	Iteration 74Q: 3 clusters Score -1322530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1322535.500000 Penalty: 4408.754883
	Iteration 75Q: 3 clusters Score -1322536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1322535.375000 Penalty: 4408.754883
	Iteration 76Q: 3 clusters Score -1322535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1322537.250000 Penalty: 4408.754883
	Iteration 77Q: 3 clusters Score -1322537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1322538.375000 Penalty: 4408.754883
	Iteration 78Q: 3 clusters Score -1322538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1322541.750000 Penalty: 4408.754883
	Iteration 79Q: 3 clusters Score -1322542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1322539.500000 Penalty: 4408.754883
	Iteration 80F: 3 clusters Score -1322540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1322540.250000 Penalty: 4408.754883
	Iteration 81Q: 3 clusters Score -1322540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1322541.500000 Penalty: 4408.754883
	Iteration 82Q: 3 clusters Score -1322542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1322542.625000 Penalty: 4408.754883
	Iteration 83Q: 3 clusters Score -1322543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1322544.625000 Penalty: 4408.754883
	Iteration 84Q: 3 clusters Score -1322545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1322545.375000 Penalty: 4408.754883
	Iteration 85Q: 3 clusters Score -1322545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1322548.875000 Penalty: 4408.754883
	Iteration 86Q: 3 clusters Score -1322549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1322549.000000 Penalty: 4408.754883
	Iteration 87Q: 3 clusters Score -1322549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1322551.750000 Penalty: 4408.754883
	Iteration 88Q: 3 clusters Score -1322552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1322552.500000 Penalty: 4408.754883
	Iteration 89Q: 3 clusters Score -1322552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1322555.375000 Penalty: 4408.754883
	Iteration 90Q: 3 clusters Score -1322555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1322555.875000 Penalty: 4408.754883
	Iteration 91Q: 3 clusters Score -1322556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1322556.000000 Penalty: 4408.754883
	Iteration 92Q: 3 clusters Score -1322556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1322560.875000 Penalty: 4408.754883
	Iteration 93Q: 3 clusters Score -1322561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1322560.500000 Penalty: 4408.754883
	Iteration 94Q: 3 clusters Score -1322560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1322562.375000 Penalty: 4408.754883
	Iteration 95Q: 3 clusters Score -1322562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1322562.875000 Penalty: 4408.754883
	Iteration 96Q: 3 clusters Score -1322563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1322566.125000 Penalty: 4408.754883
	Iteration 97Q: 3 clusters Score -1322566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1322568.375000 Penalty: 4408.754883
	Iteration 98Q: 3 clusters Score -1322568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1322567.000000 Penalty: 4408.754883
	Iteration 99Q: 3 clusters Score -1322567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1322567.750000 Penalty: 4408.754883
	Iteration 100F: 3 clusters Score -1322568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1322566.125000 Penalty: 4408.754883
	Iteration 101Q: 3 clusters Score -1322566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1322567.000000 Penalty: 4408.754883
	Iteration 102Q: 3 clusters Score -1322567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1322567.000000 Penalty: 4408.754883
	Iteration 103F: 3 clusters Score -1322567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Entering Unmasked Estep 
Score: -4965457.500000 Penalty: 2518.532715
	Iteration 0F: 2 clusters Score -4965458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -4947761.500000 Penalty: 5037.065430
	Iteration 0F: 3 clusters Score -4947762 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4954002.500000 Penalty: 5037.065430
	Iteration 1F: 3 clusters Score -4954002 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4954549.000000 Penalty: 5037.065430
	Iteration 2F: 3 clusters Score -4954549 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4955153.000000 Penalty: 5037.065430
	Iteration 3F: 3 clusters Score -4955153 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4955945.000000 Penalty: 5037.065430
	Iteration 4F: 3 clusters Score -4955945 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4957065.500000 Penalty: 5037.065430
	Iteration 5F: 3 clusters Score -4957066 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4958554.500000 Penalty: 5037.065430
	Iteration 6F: 3 clusters Score -4958554 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4960162.500000 Penalty: 5037.065430
	Iteration 7F: 3 clusters Score -4960162 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4961568.500000 Penalty: 5037.065430
	Iteration 8F: 3 clusters Score -4961568 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4962416.000000 Penalty: 5037.065430
	Iteration 9Q: 3 clusters Score -4962416 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4962861.000000 Penalty: 5037.065430
	Iteration 10Q: 3 clusters Score -4962861 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4963042.000000 Penalty: 5037.065430
	Iteration 11Q: 3 clusters Score -4963042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4963150.500000 Penalty: 5037.065430
	Iteration 12Q: 3 clusters Score -4963150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4963237.500000 Penalty: 5037.065430
	Iteration 13Q: 3 clusters Score -4963238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4963295.000000 Penalty: 5037.065430
	Iteration 14Q: 3 clusters Score -4963295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4963324.000000 Penalty: 5037.065430
	Iteration 15Q: 3 clusters Score -4963324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4963342.000000 Penalty: 5037.065430
	Iteration 16Q: 3 clusters Score -4963342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4963376.000000 Penalty: 5037.065430
	Iteration 17Q: 3 clusters Score -4963376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4963390.000000 Penalty: 5037.065430
	Iteration 18Q: 3 clusters Score -4963390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4963398.500000 Penalty: 5037.065430
	Iteration 19Q: 3 clusters Score -4963398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4963402.000000 Penalty: 5037.065430
	Iteration 20F: 3 clusters Score -4963402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4963410.000000 Penalty: 5037.065430
	Iteration 21Q: 3 clusters Score -4963410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4963417.500000 Penalty: 5037.065430
	Iteration 22Q: 3 clusters Score -4963418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4963414.500000 Penalty: 5037.065430
	Iteration 23Q: 3 clusters Score -4963414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4963416.500000 Penalty: 5037.065430
	Iteration 24Q: 3 clusters Score -4963416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4963420.000000 Penalty: 5037.065430
	Iteration 25Q: 3 clusters Score -4963420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4963421.500000 Penalty: 5037.065430
	Iteration 26Q: 3 clusters Score -4963422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4963423.000000 Penalty: 5037.065430
	Iteration 27Q: 3 clusters Score -4963423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4963425.500000 Penalty: 5037.065430
	Iteration 28Q: 3 clusters Score -4963426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4963439.500000 Penalty: 5037.065430
	Iteration 29Q: 3 clusters Score -4963440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4963442.500000 Penalty: 5037.065430
	Iteration 30Q: 3 clusters Score -4963442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4963445.000000 Penalty: 5037.065430
	Iteration 31Q: 3 clusters Score -4963445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4963451.000000 Penalty: 5037.065430
	Iteration 32Q: 3 clusters Score -4963451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4963454.500000 Penalty: 5037.065430
	Iteration 33Q: 3 clusters Score -4963454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4963454.500000 Penalty: 5037.065430
	Iteration 34Q: 3 clusters Score -4963454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4963450.500000 Penalty: 5037.065430
	Iteration 35Q: 3 clusters Score -4963450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4963448.000000 Penalty: 5037.065430
	Iteration 36Q: 3 clusters Score -4963448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4963448.000000 Penalty: 5037.065430
	Iteration 37F: 3 clusters Score -4963448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Entering Unmasked Estep 
Score: -8129379.000000 Penalty: 2638.804443
	Iteration 0F: 2 clusters Score -8129379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -8105723.000000 Penalty: 5277.608887
	Iteration 0F: 3 clusters Score -8105723 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -8116087.500000 Penalty: 5277.608887
	Iteration 1F: 3 clusters Score -8116088 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -8116546.000000 Penalty: 5277.608887
	Iteration 2Q: 3 clusters Score -8116546 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -8116938.000000 Penalty: 5277.608887
	Iteration 3Q: 3 clusters Score -8116938 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -8117380.500000 Penalty: 5277.608887
	Iteration 4Q: 3 clusters Score -8117380 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8117854.500000 Penalty: 5277.608887
	Iteration 5Q: 3 clusters Score -8117854 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -8118421.500000 Penalty: 5277.608887
	Iteration 6Q: 3 clusters Score -8118422 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -8119206.500000 Penalty: 5277.608887
	Iteration 7Q: 3 clusters Score -8119206 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -8120134.500000 Penalty: 5277.608887
	Iteration 8F: 3 clusters Score -8120134 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -8121102.500000 Penalty: 5277.608887
	Iteration 9F: 3 clusters Score -8121102 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8122232.000000 Penalty: 5277.608887
	Iteration 10F: 3 clusters Score -8122232 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -8123560.000000 Penalty: 5277.608887
	Iteration 11F: 3 clusters Score -8123560 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -8124757.000000 Penalty: 5277.608887
	Iteration 12F: 3 clusters Score -8124757 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -8125682.000000 Penalty: 5277.608887
	Iteration 13Q: 3 clusters Score -8125682 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -8126275.000000 Penalty: 5277.608887
	Iteration 14Q: 3 clusters Score -8126275 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8126647.000000 Penalty: 5277.608887
	Iteration 15Q: 3 clusters Score -8126647 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -8126886.500000 Penalty: 5277.608887
	Iteration 16Q: 3 clusters Score -8126886 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -8127006.500000 Penalty: 5277.608887
	Iteration 17Q: 3 clusters Score -8127006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -8127088.500000 Penalty: 5277.608887
	Iteration 18Q: 3 clusters Score -8127088 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -8127125.000000 Penalty: 5277.608887
	Iteration 19Q: 3 clusters Score -8127125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -8127173.000000 Penalty: 5277.608887
	Iteration 20F: 3 clusters Score -8127173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -8127207.000000 Penalty: 5277.608887
	Iteration 21Q: 3 clusters Score -8127207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8127233.000000 Penalty: 5277.608887
	Iteration 22Q: 3 clusters Score -8127233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -8127243.500000 Penalty: 5277.608887
	Iteration 23Q: 3 clusters Score -8127244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -8127252.000000 Penalty: 5277.608887
	Iteration 24Q: 3 clusters Score -8127252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8127261.500000 Penalty: 5277.608887
	Iteration 25Q: 3 clusters Score -8127262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8127261.500000 Penalty: 5277.608887
	Iteration 26F: 3 clusters Score -8127262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Entering Unmasked Estep 
Score: -6054241.500000 Penalty: 2566.847168
	Iteration 0F: 2 clusters Score -6054242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -6034258.500000 Penalty: 5133.694336
	Iteration 0F: 3 clusters Score -6034258 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -6042168.000000 Penalty: 5133.694336
	Iteration 1F: 3 clusters Score -6042168 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -6043065.500000 Penalty: 5133.694336
	Iteration 2F: 3 clusters Score -6043066 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -6044119.500000 Penalty: 5133.694336
	Iteration 3F: 3 clusters Score -6044120 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -6045449.500000 Penalty: 5133.694336
	Iteration 4F: 3 clusters Score -6045450 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -6047273.500000 Penalty: 5133.694336
	Iteration 5F: 3 clusters Score -6047274 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -6049397.000000 Penalty: 5133.694336
	Iteration 6F: 3 clusters Score -6049397 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -6051635.500000 Penalty: 5133.694336
	Iteration 7F: 3 clusters Score -6051636 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -6052817.500000 Penalty: 5133.694336
	Iteration 8Q: 3 clusters Score -6052818 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -6053185.500000 Penalty: 5133.694336
	Iteration 9Q: 3 clusters Score -6053186 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -6053355.500000 Penalty: 5133.694336
	Iteration 10Q: 3 clusters Score -6053356 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -6053435.500000 Penalty: 5133.694336
	Iteration 11Q: 3 clusters Score -6053436 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -6053489.500000 Penalty: 5133.694336
	Iteration 12Q: 3 clusters Score -6053490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -6053530.000000 Penalty: 5133.694336
	Iteration 13Q: 3 clusters Score -6053530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -6053545.500000 Penalty: 5133.694336
	Iteration 14Q: 3 clusters Score -6053546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -6053539.500000 Penalty: 5133.694336
	Iteration 15Q: 3 clusters Score -6053540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -6053579.500000 Penalty: 5133.694336
	Iteration 16Q: 3 clusters Score -6053580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -6053596.000000 Penalty: 5133.694336
	Iteration 17Q: 3 clusters Score -6053596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -6053586.500000 Penalty: 5133.694336
	Iteration 18Q: 3 clusters Score -6053586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6053577.000000 Penalty: 5133.694336
	Iteration 19Q: 3 clusters Score -6053577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -6053565.000000 Penalty: 5133.694336
	Iteration 20F: 3 clusters Score -6053565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6053562.500000 Penalty: 5133.694336
	Iteration 21Q: 3 clusters Score -6053562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6053567.500000 Penalty: 5133.694336
	Iteration 22Q: 3 clusters Score -6053568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -6053575.000000 Penalty: 5133.694336
	Iteration 23Q: 3 clusters Score -6053575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -6053576.500000 Penalty: 5133.694336
	Iteration 24Q: 3 clusters Score -6053576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -6053571.500000 Penalty: 5133.694336
	Iteration 25Q: 3 clusters Score -6053572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -6053574.500000 Penalty: 5133.694336
	Iteration 26Q: 3 clusters Score -6053574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6053575.000000 Penalty: 5133.694336
	Iteration 27Q: 3 clusters Score -6053575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6053578.000000 Penalty: 5133.694336
	Iteration 28Q: 3 clusters Score -6053578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6053580.500000 Penalty: 5133.694336
	Iteration 29Q: 3 clusters Score -6053580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6053580.500000 Penalty: 5133.694336
	Iteration 30F: 3 clusters Score -6053580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -274528.500000 Penalty: 1825.147949
	Iteration 0F: 2 clusters Score -274528.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -272246.031250 Penalty: 3650.295898
	Iteration 0F: 3 clusters Score -272246 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -272800.500000 Penalty: 3650.295898
	Iteration 1F: 3 clusters Score -272800.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -273107.093750 Penalty: 3650.295898
	Iteration 2F: 3 clusters Score -273107.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -273336.468750 Penalty: 3650.295898
	Iteration 3F: 3 clusters Score -273336.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -273523.875000 Penalty: 3650.295898
	Iteration 4F: 3 clusters Score -273523.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -273758.156250 Penalty: 3650.295898
	Iteration 5F: 3 clusters Score -273758.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -273955.093750 Penalty: 3650.295898
	Iteration 6F: 3 clusters Score -273955.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -274076.968750 Penalty: 3650.295898
	Iteration 7Q: 3 clusters Score -274077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -274173.187500 Penalty: 3650.295898
	Iteration 8Q: 3 clusters Score -274173.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -274252.906250 Penalty: 3650.295898
	Iteration 9Q: 3 clusters Score -274252.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -274323.000000 Penalty: 3650.295898
	Iteration 10Q: 3 clusters Score -274323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -274380.343750 Penalty: 3650.295898
	Iteration 11Q: 3 clusters Score -274380.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -274424.125000 Penalty: 3650.295898
	Iteration 12Q: 3 clusters Score -274424.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -274441.218750 Penalty: 3650.295898
	Iteration 13Q: 3 clusters Score -274441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -274452.500000 Penalty: 3650.295898
	Iteration 14Q: 3 clusters Score -274452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -274456.156250 Penalty: 3650.295898
	Iteration 15Q: 3 clusters Score -274456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -274457.656250 Penalty: 3650.295898
	Iteration 16Q: 3 clusters Score -274457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -274457.656250 Penalty: 3650.295898
	Iteration 17F: 3 clusters Score -274457.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Entering Unmasked Estep 
Score: -3068071.250000 Penalty: 2389.663086
	Iteration 0F: 2 clusters Score -3068071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3057177.250000 Penalty: 4779.326172
	Iteration 0F: 3 clusters Score -3057177 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3060780.750000 Penalty: 4779.326172
	Iteration 1F: 3 clusters Score -3060781 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3061107.000000 Penalty: 4779.326172
	Iteration 2F: 3 clusters Score -3061107 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3061356.000000 Penalty: 4779.326172
	Iteration 3Q: 3 clusters Score -3061356 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3061584.750000 Penalty: 4779.326172
	Iteration 4Q: 3 clusters Score -3061585 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3061738.750000 Penalty: 4779.326172
	Iteration 5Q: 3 clusters Score -3061739 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3061882.000000 Penalty: 4779.326172
	Iteration 6Q: 3 clusters Score -3061882 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3061977.000000 Penalty: 4779.326172
	Iteration 7Q: 3 clusters Score -3061977 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3062097.250000 Penalty: 4779.326172
	Iteration 8Q: 3 clusters Score -3062097 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3062227.750000 Penalty: 4779.326172
	Iteration 9Q: 3 clusters Score -3062228 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3062370.500000 Penalty: 4779.326172
	Iteration 10Q: 3 clusters Score -3062370 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3062557.000000 Penalty: 4779.326172
	Iteration 11Q: 3 clusters Score -3062557 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3062796.000000 Penalty: 4779.326172
	Iteration 12Q: 3 clusters Score -3062796 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3063088.250000 Penalty: 4779.326172
	Iteration 13Q: 3 clusters Score -3063088 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3063451.250000 Penalty: 4779.326172
	Iteration 14Q: 3 clusters Score -3063451 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3063821.750000 Penalty: 4779.326172
	Iteration 15Q: 3 clusters Score -3063822 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3064137.000000 Penalty: 4779.326172
	Iteration 16Q: 3 clusters Score -3064137 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3064433.750000 Penalty: 4779.326172
	Iteration 17Q: 3 clusters Score -3064434 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3064648.750000 Penalty: 4779.326172
	Iteration 18Q: 3 clusters Score -3064649 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3064788.500000 Penalty: 4779.326172
	Iteration 19Q: 3 clusters Score -3064788 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3064887.250000 Penalty: 4779.326172
	Iteration 20F: 3 clusters Score -3064887 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3064961.250000 Penalty: 4779.326172
	Iteration 21Q: 3 clusters Score -3064961 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3065018.250000 Penalty: 4779.326172
	Iteration 22Q: 3 clusters Score -3065018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3065083.250000 Penalty: 4779.326172
	Iteration 23Q: 3 clusters Score -3065083 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3065139.750000 Penalty: 4779.326172
	Iteration 24Q: 3 clusters Score -3065140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3065181.750000 Penalty: 4779.326172
	Iteration 25Q: 3 clusters Score -3065182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3065225.750000 Penalty: 4779.326172
	Iteration 26Q: 3 clusters Score -3065226 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3065268.500000 Penalty: 4779.326172
	Iteration 27Q: 3 clusters Score -3065268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3065313.000000 Penalty: 4779.326172
	Iteration 28Q: 3 clusters Score -3065313 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3065357.500000 Penalty: 4779.326172
	Iteration 29Q: 3 clusters Score -3065358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3065408.250000 Penalty: 4779.326172
	Iteration 30Q: 3 clusters Score -3065408 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3065450.250000 Penalty: 4779.326172
	Iteration 31Q: 3 clusters Score -3065450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3065496.250000 Penalty: 4779.326172
	Iteration 32Q: 3 clusters Score -3065496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3065518.750000 Penalty: 4779.326172
	Iteration 33Q: 3 clusters Score -3065519 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3065554.000000 Penalty: 4779.326172
	Iteration 34Q: 3 clusters Score -3065554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3065581.500000 Penalty: 4779.326172
	Iteration 35Q: 3 clusters Score -3065582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3065615.500000 Penalty: 4779.326172
	Iteration 36Q: 3 clusters Score -3065616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3065642.250000 Penalty: 4779.326172
	Iteration 37Q: 3 clusters Score -3065642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3065666.250000 Penalty: 4779.326172
	Iteration 38Q: 3 clusters Score -3065666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3065700.000000 Penalty: 4779.326172
	Iteration 39Q: 3 clusters Score -3065700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3065715.750000 Penalty: 4779.326172
	Iteration 40F: 3 clusters Score -3065716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3065733.000000 Penalty: 4779.326172
	Iteration 41Q: 3 clusters Score -3065733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3065750.750000 Penalty: 4779.326172
	Iteration 42Q: 3 clusters Score -3065751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3065783.000000 Penalty: 4779.326172
	Iteration 43Q: 3 clusters Score -3065783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3065803.250000 Penalty: 4779.326172
	Iteration 44Q: 3 clusters Score -3065803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3065820.250000 Penalty: 4779.326172
	Iteration 45Q: 3 clusters Score -3065820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3065826.750000 Penalty: 4779.326172
	Iteration 46Q: 3 clusters Score -3065827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3065838.500000 Penalty: 4779.326172
	Iteration 47Q: 3 clusters Score -3065838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3065839.750000 Penalty: 4779.326172
	Iteration 48Q: 3 clusters Score -3065840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3065853.500000 Penalty: 4779.326172
	Iteration 49Q: 3 clusters Score -3065854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3065862.500000 Penalty: 4779.326172
	Iteration 50Q: 3 clusters Score -3065862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3065877.000000 Penalty: 4779.326172
	Iteration 51Q: 3 clusters Score -3065877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3065889.000000 Penalty: 4779.326172
	Iteration 52Q: 3 clusters Score -3065889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3065898.750000 Penalty: 4779.326172
	Iteration 53Q: 3 clusters Score -3065899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3065900.500000 Penalty: 4779.326172
	Iteration 54Q: 3 clusters Score -3065900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3065913.750000 Penalty: 4779.326172
	Iteration 55Q: 3 clusters Score -3065914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3065926.750000 Penalty: 4779.326172
	Iteration 56Q: 3 clusters Score -3065927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3065941.000000 Penalty: 4779.326172
	Iteration 57Q: 3 clusters Score -3065941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3065941.250000 Penalty: 4779.326172
	Iteration 58Q: 3 clusters Score -3065941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3065953.250000 Penalty: 4779.326172
	Iteration 59Q: 3 clusters Score -3065953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3065960.500000 Penalty: 4779.326172
	Iteration 60F: 3 clusters Score -3065960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3065967.250000 Penalty: 4779.326172
	Iteration 61Q: 3 clusters Score -3065967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3065969.500000 Penalty: 4779.326172
	Iteration 62Q: 3 clusters Score -3065970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3065973.250000 Penalty: 4779.326172
	Iteration 63Q: 3 clusters Score -3065973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3065983.000000 Penalty: 4779.326172
	Iteration 64Q: 3 clusters Score -3065983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3065986.750000 Penalty: 4779.326172
	Iteration 65Q: 3 clusters Score -3065987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3065988.500000 Penalty: 4779.326172
	Iteration 66Q: 3 clusters Score -3065988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3065996.250000 Penalty: 4779.326172
	Iteration 67Q: 3 clusters Score -3065996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3065994.250000 Penalty: 4779.326172
	Iteration 68Q: 3 clusters Score -3065994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3066001.250000 Penalty: 4779.326172
	Iteration 69Q: 3 clusters Score -3066001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3066003.750000 Penalty: 4779.326172
	Iteration 70Q: 3 clusters Score -3066004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3065999.500000 Penalty: 4779.326172
	Iteration 71Q: 3 clusters Score -3066000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3066000.500000 Penalty: 4779.326172
	Iteration 72Q: 3 clusters Score -3066000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3066001.750000 Penalty: 4779.326172
	Iteration 73Q: 3 clusters Score -3066002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3066001.750000 Penalty: 4779.326172
	Iteration 74F: 3 clusters Score -3066002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -26207.513672 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -26207.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25128.328125 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -25128.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25519.818359 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -25519.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25667.832031 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -25667.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25806.324219 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -25806.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25931.146484 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -25931.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26135.039062 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -26135.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26253.867188 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -26253.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26297.603516 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -26297.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26357.480469 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -26357.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26442.128906 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -26442.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26454.042969 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -26454.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26495.896484 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -26495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26509.164062 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -26509.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26514.052734 Penalty: 2934.436279
	Iteration 13F: 3 clusters Score -26514.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26542.570312 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -26542.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26542.570312 Penalty: 2934.436279
	Iteration 15F: 3 clusters Score -26542.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37597 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31761 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27795 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 20675 members 
Mstep: Class 16 contains 16504 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 20 contains 31263 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 153 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14478 members 
Mstep: Class 28 contains 28445 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12687 members 
Mstep: Class 32 contains 17056 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35365 members 
Mstep: Class 35 contains 35175 members 
Mstep: Class 36 contains 37302 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43571 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11325 members 
Mstep: Class 45 contains 13177 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42729 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16598 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4624 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14296 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36520 members 
Mstep: Class 60 contains 39573 members 
Mstep: Class 61 contains 15951 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16334 members 
Mstep: Class 65 contains 3213 members 
Mstep: Class 66 contains 19417 members 
Mstep: Class 67 contains 218 members 
Entering Unmasked Estep 
Score: -161345520.000000 Penalty: 226638.109375
Splitting cluster 23 changes total score from -161347456.000000 to -161345520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -83679.796875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -83679.8 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 262 members 
Entering Unmasked Estep 
Score: -82188.585938 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -82188.59 nChanged 96
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: -82438.593750 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -82438.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82545.757812 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -82545.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82612.992188 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -82612.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82659.304688 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -82659.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82701.257812 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -82701.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82733.851562 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -82733.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82768.625000 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -82768.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82822.570312 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -82822.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82864.078125 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -82864.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82898.734375 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -82898.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82947.078125 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -82947.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82984.085938 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -82984.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83013.554688 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -83013.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83018.695312 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -83018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83023.734375 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -83023.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83027.789062 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -83027.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83038.046875 Penalty: 3075.452393
	Iteration 17Q: 3 clusters Score -83038.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83047.445312 Penalty: 3075.452393
	Iteration 18Q: 3 clusters Score -83047.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83054.609375 Penalty: 3075.452393
	Iteration 19Q: 3 clusters Score -83054.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83056.976562 Penalty: 3075.452393
	Iteration 20F: 3 clusters Score -83056.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -204351.937500 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -204351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -202422.031250 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -202422 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -202676.421875 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -202676.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -202740.078125 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -202740.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -202768.015625 Penalty: 3437.040283
	Iteration 3Q: 3 clusters Score -202768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -202780.890625 Penalty: 3437.040283
	Iteration 4Q: 3 clusters Score -202780.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -202791.031250 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -202791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -202796.609375 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -202796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -202802.937500 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -202802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -202812.750000 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -202812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -202818.843750 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -202818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -202826.296875 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -202826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -202835.437500 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -202835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -202841.328125 Penalty: 3437.040283
	Iteration 12Q: 3 clusters Score -202841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -202845.484375 Penalty: 3437.040283
	Iteration 13Q: 3 clusters Score -202845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -202851.796875 Penalty: 3437.040283
	Iteration 14Q: 3 clusters Score -202851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -202853.468750 Penalty: 3437.040283
	Iteration 15Q: 3 clusters Score -202853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -202856.140625 Penalty: 3437.040283
	Iteration 16Q: 3 clusters Score -202856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -202856.140625 Penalty: 3437.040283
	Iteration 17F: 3 clusters Score -202856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -168625.046875 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -168625 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 466 members 
Entering Unmasked Estep 
Score: -166820.906250 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -166820.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -167359.562500 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -167359.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -167563.828125 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -167563.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -167682.296875 Penalty: 3410.115234
	Iteration 3Q: 3 clusters Score -167682.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -167777.875000 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -167777.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -167869.671875 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -167869.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -167974.812500 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -167974.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -168094.734375 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -168094.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -168162.921875 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -168162.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -168224.437500 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -168224.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -168285.671875 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -168285.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -168315.156250 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -168315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -168328.515625 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -168328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -168331.078125 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -168331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -168332.078125 Penalty: 3410.115234
	Iteration 14Q: 3 clusters Score -168332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -168333.968750 Penalty: 3410.115234
	Iteration 15Q: 3 clusters Score -168334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -168344.812500 Penalty: 3410.115234
	Iteration 16F: 3 clusters Score -168344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -168368.593750 Penalty: 3410.115234
	Iteration 17Q: 3 clusters Score -168368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -168374.406250 Penalty: 3410.115234
	Iteration 18Q: 3 clusters Score -168374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168396.421875 Penalty: 3410.115234
	Iteration 19Q: 3 clusters Score -168396.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -168427.015625 Penalty: 3410.115234
	Iteration 20F: 3 clusters Score -168427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -168458.875000 Penalty: 3410.115234
	Iteration 21Q: 3 clusters Score -168458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -168493.531250 Penalty: 3410.115234
	Iteration 22Q: 3 clusters Score -168493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -168500.546875 Penalty: 3410.115234
	Iteration 23Q: 3 clusters Score -168500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -168501.843750 Penalty: 3410.115234
	Iteration 24Q: 3 clusters Score -168501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -168503.890625 Penalty: 3410.115234
	Iteration 25Q: 3 clusters Score -168503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -168503.890625 Penalty: 3410.115234
	Iteration 26F: 3 clusters Score -168503.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -2897674.000000 Penalty: 2375.935547
	Iteration 0F: 2 clusters Score -2897674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2887059.750000 Penalty: 4751.871094
	Iteration 0F: 3 clusters Score -2887060 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2890423.500000 Penalty: 4751.871094
	Iteration 1F: 3 clusters Score -2890424 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2890768.250000 Penalty: 4751.871094
	Iteration 2F: 3 clusters Score -2890768 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2891039.000000 Penalty: 4751.871094
	Iteration 3Q: 3 clusters Score -2891039 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2891280.750000 Penalty: 4751.871094
	Iteration 4Q: 3 clusters Score -2891281 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2891488.000000 Penalty: 4751.871094
	Iteration 5Q: 3 clusters Score -2891488 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2891672.500000 Penalty: 4751.871094
	Iteration 6Q: 3 clusters Score -2891672 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2891860.000000 Penalty: 4751.871094
	Iteration 7Q: 3 clusters Score -2891860 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2892050.750000 Penalty: 4751.871094
	Iteration 8Q: 3 clusters Score -2892051 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2892277.500000 Penalty: 4751.871094
	Iteration 9Q: 3 clusters Score -2892278 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2892539.250000 Penalty: 4751.871094
	Iteration 10Q: 3 clusters Score -2892539 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2892838.250000 Penalty: 4751.871094
	Iteration 11Q: 3 clusters Score -2892838 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2893181.750000 Penalty: 4751.871094
	Iteration 12Q: 3 clusters Score -2893182 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2893568.000000 Penalty: 4751.871094
	Iteration 13Q: 3 clusters Score -2893568 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2893978.750000 Penalty: 4751.871094
	Iteration 14Q: 3 clusters Score -2893979 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2894369.250000 Penalty: 4751.871094
	Iteration 15Q: 3 clusters Score -2894369 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2894667.000000 Penalty: 4751.871094
	Iteration 16Q: 3 clusters Score -2894667 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2894885.750000 Penalty: 4751.871094
	Iteration 17Q: 3 clusters Score -2894886 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2895077.250000 Penalty: 4751.871094
	Iteration 18Q: 3 clusters Score -2895077 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2895209.500000 Penalty: 4751.871094
	Iteration 19Q: 3 clusters Score -2895210 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2895307.750000 Penalty: 4751.871094
	Iteration 20F: 3 clusters Score -2895308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2895391.000000 Penalty: 4751.871094
	Iteration 21Q: 3 clusters Score -2895391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2895435.750000 Penalty: 4751.871094
	Iteration 22Q: 3 clusters Score -2895436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2895464.500000 Penalty: 4751.871094
	Iteration 23Q: 3 clusters Score -2895464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2895485.000000 Penalty: 4751.871094
	Iteration 24Q: 3 clusters Score -2895485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2895501.000000 Penalty: 4751.871094
	Iteration 25Q: 3 clusters Score -2895501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2895517.750000 Penalty: 4751.871094
	Iteration 26Q: 3 clusters Score -2895518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2895535.500000 Penalty: 4751.871094
	Iteration 27Q: 3 clusters Score -2895536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2895544.500000 Penalty: 4751.871094
	Iteration 28Q: 3 clusters Score -2895544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2895557.750000 Penalty: 4751.871094
	Iteration 29Q: 3 clusters Score -2895558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2895576.500000 Penalty: 4751.871094
	Iteration 30Q: 3 clusters Score -2895576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2895582.750000 Penalty: 4751.871094
	Iteration 31Q: 3 clusters Score -2895583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2895600.750000 Penalty: 4751.871094
	Iteration 32Q: 3 clusters Score -2895601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2895604.750000 Penalty: 4751.871094
	Iteration 33Q: 3 clusters Score -2895605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2895617.750000 Penalty: 4751.871094
	Iteration 34Q: 3 clusters Score -2895618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2895629.250000 Penalty: 4751.871094
	Iteration 35Q: 3 clusters Score -2895629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2895633.750000 Penalty: 4751.871094
	Iteration 36Q: 3 clusters Score -2895634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2895641.000000 Penalty: 4751.871094
	Iteration 37Q: 3 clusters Score -2895641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2895642.000000 Penalty: 4751.871094
	Iteration 38Q: 3 clusters Score -2895642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2895645.500000 Penalty: 4751.871094
	Iteration 39Q: 3 clusters Score -2895646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2895645.500000 Penalty: 4751.871094
	Iteration 40F: 3 clusters Score -2895646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Entering Unmasked Estep 
Score: -5410697.000000 Penalty: 2543.420410
	Iteration 0F: 2 clusters Score -5410697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -5391387.000000 Penalty: 5086.840820
	Iteration 0F: 3 clusters Score -5391387 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5398231.500000 Penalty: 5086.840820
	Iteration 1F: 3 clusters Score -5398232 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5398629.000000 Penalty: 5086.840820
	Iteration 2Q: 3 clusters Score -5398629 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5398950.500000 Penalty: 5086.840820
	Iteration 3Q: 3 clusters Score -5398950 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -5399149.000000 Penalty: 5086.840820
	Iteration 4Q: 3 clusters Score -5399149 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -5399357.500000 Penalty: 5086.840820
	Iteration 5Q: 3 clusters Score -5399358 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5399603.500000 Penalty: 5086.840820
	Iteration 6Q: 3 clusters Score -5399604 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -5399869.500000 Penalty: 5086.840820
	Iteration 7Q: 3 clusters Score -5399870 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -5400283.000000 Penalty: 5086.840820
	Iteration 8Q: 3 clusters Score -5400283 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -5400906.000000 Penalty: 5086.840820
	Iteration 9Q: 3 clusters Score -5400906 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -5401902.500000 Penalty: 5086.840820
	Iteration 10F: 3 clusters Score -5401902 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5403215.000000 Penalty: 5086.840820
	Iteration 11F: 3 clusters Score -5403215 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -5404842.500000 Penalty: 5086.840820
	Iteration 12F: 3 clusters Score -5404842 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -5406266.500000 Penalty: 5086.840820
	Iteration 13F: 3 clusters Score -5406266 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -5407148.500000 Penalty: 5086.840820
	Iteration 14Q: 3 clusters Score -5407148 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5407713.500000 Penalty: 5086.840820
	Iteration 15Q: 3 clusters Score -5407714 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -5408011.500000 Penalty: 5086.840820
	Iteration 16Q: 3 clusters Score -5408012 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -5408168.000000 Penalty: 5086.840820
	Iteration 17Q: 3 clusters Score -5408168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5408282.500000 Penalty: 5086.840820
	Iteration 18Q: 3 clusters Score -5408282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -5408323.500000 Penalty: 5086.840820
	Iteration 19Q: 3 clusters Score -5408324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -5408352.500000 Penalty: 5086.840820
	Iteration 20F: 3 clusters Score -5408352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -5408366.000000 Penalty: 5086.840820
	Iteration 21Q: 3 clusters Score -5408366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5408373.500000 Penalty: 5086.840820
	Iteration 22Q: 3 clusters Score -5408374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5408380.500000 Penalty: 5086.840820
	Iteration 23Q: 3 clusters Score -5408380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5408387.000000 Penalty: 5086.840820
	Iteration 24Q: 3 clusters Score -5408387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -5408391.000000 Penalty: 5086.840820
	Iteration 25Q: 3 clusters Score -5408391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5408393.000000 Penalty: 5086.840820
	Iteration 26Q: 3 clusters Score -5408393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -5408398.500000 Penalty: 5086.840820
	Iteration 27Q: 3 clusters Score -5408398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5408414.500000 Penalty: 5086.840820
	Iteration 28Q: 3 clusters Score -5408414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5408416.000000 Penalty: 5086.840820
	Iteration 29Q: 3 clusters Score -5408416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -5408422.500000 Penalty: 5086.840820
	Iteration 30Q: 3 clusters Score -5408422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5408429.000000 Penalty: 5086.840820
	Iteration 31Q: 3 clusters Score -5408429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5408436.500000 Penalty: 5086.840820
	Iteration 32Q: 3 clusters Score -5408436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5408437.000000 Penalty: 5086.840820
	Iteration 33Q: 3 clusters Score -5408437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5408437.000000 Penalty: 5086.840820
	Iteration 34F: 3 clusters Score -5408437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -107938.906250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -107938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -106282.710938 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -106282.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -106494.828125 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -106494.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106574.296875 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -106574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -106600.671875 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -106600.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106624.562500 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -106624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106636.257812 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -106636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106655.796875 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -106655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106661.195312 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -106661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106666.476562 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -106666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106668.203125 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -106668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106668.945312 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -106668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106668.945312 Penalty: 3193.917725
	Iteration 11F: 3 clusters Score -106668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -44703.437500 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -44703.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43584.984375 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -43584.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43707.933594 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -43707.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43733.097656 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -43733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43745.433594 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -43745.43 nChanged 2
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: -43756.656250 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -43756.66 nChanged 0
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: -43756.656250 Penalty: 2773.129639
	Iteration 5F: 3 clusters Score -43756.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Entering Unmasked Estep 
Score: -2636488.500000 Penalty: 2343.186523
	Iteration 0F: 2 clusters Score -2636488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2627051.250000 Penalty: 4686.373047
	Iteration 0F: 3 clusters Score -2627051 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2629906.250000 Penalty: 4686.373047
	Iteration 1F: 3 clusters Score -2629906 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2630210.750000 Penalty: 4686.373047
	Iteration 2F: 3 clusters Score -2630211 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2630418.250000 Penalty: 4686.373047
	Iteration 3Q: 3 clusters Score -2630418 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2630536.750000 Penalty: 4686.373047
	Iteration 4Q: 3 clusters Score -2630537 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2630639.500000 Penalty: 4686.373047
	Iteration 5Q: 3 clusters Score -2630640 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2630735.750000 Penalty: 4686.373047
	Iteration 6Q: 3 clusters Score -2630736 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2630819.500000 Penalty: 4686.373047
	Iteration 7Q: 3 clusters Score -2630820 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2630923.500000 Penalty: 4686.373047
	Iteration 8Q: 3 clusters Score -2630924 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2631027.500000 Penalty: 4686.373047
	Iteration 9Q: 3 clusters Score -2631028 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2631143.000000 Penalty: 4686.373047
	Iteration 10Q: 3 clusters Score -2631143 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2631268.000000 Penalty: 4686.373047
	Iteration 11Q: 3 clusters Score -2631268 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2631437.000000 Penalty: 4686.373047
	Iteration 12Q: 3 clusters Score -2631437 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2631621.000000 Penalty: 4686.373047
	Iteration 13Q: 3 clusters Score -2631621 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2631836.000000 Penalty: 4686.373047
	Iteration 14Q: 3 clusters Score -2631836 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2632088.750000 Penalty: 4686.373047
	Iteration 15Q: 3 clusters Score -2632089 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2632387.750000 Penalty: 4686.373047
	Iteration 16Q: 3 clusters Score -2632388 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2632753.750000 Penalty: 4686.373047
	Iteration 17Q: 3 clusters Score -2632754 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2633123.500000 Penalty: 4686.373047
	Iteration 18Q: 3 clusters Score -2633124 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2633450.750000 Penalty: 4686.373047
	Iteration 19Q: 3 clusters Score -2633451 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2633725.750000 Penalty: 4686.373047
	Iteration 20F: 3 clusters Score -2633726 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2633923.250000 Penalty: 4686.373047
	Iteration 21Q: 3 clusters Score -2633923 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2634067.500000 Penalty: 4686.373047
	Iteration 22Q: 3 clusters Score -2634068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2634148.750000 Penalty: 4686.373047
	Iteration 23Q: 3 clusters Score -2634149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2634216.250000 Penalty: 4686.373047
	Iteration 24Q: 3 clusters Score -2634216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2634289.250000 Penalty: 4686.373047
	Iteration 25Q: 3 clusters Score -2634289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2634339.000000 Penalty: 4686.373047
	Iteration 26Q: 3 clusters Score -2634339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2634368.500000 Penalty: 4686.373047
	Iteration 27Q: 3 clusters Score -2634368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2634383.750000 Penalty: 4686.373047
	Iteration 28Q: 3 clusters Score -2634384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2634402.000000 Penalty: 4686.373047
	Iteration 29Q: 3 clusters Score -2634402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2634411.000000 Penalty: 4686.373047
	Iteration 30Q: 3 clusters Score -2634411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2634420.000000 Penalty: 4686.373047
	Iteration 31Q: 3 clusters Score -2634420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2634437.000000 Penalty: 4686.373047
	Iteration 32Q: 3 clusters Score -2634437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2634446.000000 Penalty: 4686.373047
	Iteration 33Q: 3 clusters Score -2634446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2634453.000000 Penalty: 4686.373047
	Iteration 34Q: 3 clusters Score -2634453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2634458.250000 Penalty: 4686.373047
	Iteration 35Q: 3 clusters Score -2634458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2634467.000000 Penalty: 4686.373047
	Iteration 36Q: 3 clusters Score -2634467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2634474.500000 Penalty: 4686.373047
	Iteration 37Q: 3 clusters Score -2634474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2634478.000000 Penalty: 4686.373047
	Iteration 38Q: 3 clusters Score -2634478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2634482.250000 Penalty: 4686.373047
	Iteration 39Q: 3 clusters Score -2634482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2634483.750000 Penalty: 4686.373047
	Iteration 40F: 3 clusters Score -2634484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2634487.000000 Penalty: 4686.373047
	Iteration 41Q: 3 clusters Score -2634487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2634489.250000 Penalty: 4686.373047
	Iteration 42Q: 3 clusters Score -2634489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2634496.500000 Penalty: 4686.373047
	Iteration 43Q: 3 clusters Score -2634496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2634501.750000 Penalty: 4686.373047
	Iteration 44Q: 3 clusters Score -2634502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2634500.750000 Penalty: 4686.373047
	Iteration 45Q: 3 clusters Score -2634501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2634500.750000 Penalty: 4686.373047
	Iteration 46F: 3 clusters Score -2634501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Entering Unmasked Estep 
Score: -3580583.250000 Penalty: 2416.575684
	Iteration 0F: 2 clusters Score -3580583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3569415.000000 Penalty: 4833.151367
	Iteration 0F: 3 clusters Score -3569415 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3573240.750000 Penalty: 4833.151367
	Iteration 1F: 3 clusters Score -3573241 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3573583.000000 Penalty: 4833.151367
	Iteration 2F: 3 clusters Score -3573583 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3573809.500000 Penalty: 4833.151367
	Iteration 3Q: 3 clusters Score -3573810 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3573979.000000 Penalty: 4833.151367
	Iteration 4Q: 3 clusters Score -3573979 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3574112.750000 Penalty: 4833.151367
	Iteration 5Q: 3 clusters Score -3574113 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3574272.500000 Penalty: 4833.151367
	Iteration 6Q: 3 clusters Score -3574272 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3574445.000000 Penalty: 4833.151367
	Iteration 7Q: 3 clusters Score -3574445 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3574634.000000 Penalty: 4833.151367
	Iteration 8Q: 3 clusters Score -3574634 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3574905.250000 Penalty: 4833.151367
	Iteration 9Q: 3 clusters Score -3574905 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3575290.000000 Penalty: 4833.151367
	Iteration 10Q: 3 clusters Score -3575290 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3575842.000000 Penalty: 4833.151367
	Iteration 11F: 3 clusters Score -3575842 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3576565.750000 Penalty: 4833.151367
	Iteration 12F: 3 clusters Score -3576566 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3577215.250000 Penalty: 4833.151367
	Iteration 13F: 3 clusters Score -3577215 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3577671.000000 Penalty: 4833.151367
	Iteration 14Q: 3 clusters Score -3577671 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3577988.500000 Penalty: 4833.151367
	Iteration 15Q: 3 clusters Score -3577988 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3578163.500000 Penalty: 4833.151367
	Iteration 16Q: 3 clusters Score -3578164 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3578261.000000 Penalty: 4833.151367
	Iteration 17Q: 3 clusters Score -3578261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3578328.500000 Penalty: 4833.151367
	Iteration 18Q: 3 clusters Score -3578328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3578365.750000 Penalty: 4833.151367
	Iteration 19Q: 3 clusters Score -3578366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3578400.750000 Penalty: 4833.151367
	Iteration 20F: 3 clusters Score -3578401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3578411.000000 Penalty: 4833.151367
	Iteration 21Q: 3 clusters Score -3578411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3578419.250000 Penalty: 4833.151367
	Iteration 22Q: 3 clusters Score -3578419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3578435.750000 Penalty: 4833.151367
	Iteration 23Q: 3 clusters Score -3578436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3578441.500000 Penalty: 4833.151367
	Iteration 24Q: 3 clusters Score -3578442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3578458.500000 Penalty: 4833.151367
	Iteration 25Q: 3 clusters Score -3578458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3578457.000000 Penalty: 4833.151367
	Iteration 26Q: 3 clusters Score -3578457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3578465.250000 Penalty: 4833.151367
	Iteration 27Q: 3 clusters Score -3578465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3578464.250000 Penalty: 4833.151367
	Iteration 28Q: 3 clusters Score -3578464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3578469.500000 Penalty: 4833.151367
	Iteration 29Q: 3 clusters Score -3578470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3578474.000000 Penalty: 4833.151367
	Iteration 30Q: 3 clusters Score -3578474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3578480.000000 Penalty: 4833.151367
	Iteration 31Q: 3 clusters Score -3578480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3578486.750000 Penalty: 4833.151367
	Iteration 32Q: 3 clusters Score -3578487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3578497.000000 Penalty: 4833.151367
	Iteration 33Q: 3 clusters Score -3578497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3578500.250000 Penalty: 4833.151367
	Iteration 34Q: 3 clusters Score -3578500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3578500.250000 Penalty: 4833.151367
	Iteration 35F: 3 clusters Score -3578500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -926859.687500 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -926859.7 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 2385 members 
Entering Unmasked Estep 
Score: -922497.125000 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -922497.1 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -923683.937500 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -923683.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -924008.875000 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -924008.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -924341.375000 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -924341.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -924799.375000 Penalty: 4208.703613
	Iteration 4F: 3 clusters Score -924799.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -925146.437500 Penalty: 4208.703613
	Iteration 5F: 3 clusters Score -925146.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -925354.187500 Penalty: 4208.703613
	Iteration 6F: 3 clusters Score -925354.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -925477.187500 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -925477.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -925547.562500 Penalty: 4208.703613
	Iteration 8Q: 3 clusters Score -925547.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -925596.812500 Penalty: 4208.703613
	Iteration 9Q: 3 clusters Score -925596.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -925636.000000 Penalty: 4208.703613
	Iteration 10Q: 3 clusters Score -925636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -925671.625000 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -925671.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -925713.750000 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -925713.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -925730.062500 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -925730.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -925745.125000 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -925745.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -925767.375000 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -925767.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -925790.812500 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -925790.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -925813.687500 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -925813.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -925842.187500 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -925842.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -925886.562500 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -925886.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -925942.250000 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -925942.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -925975.500000 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -925975.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -926003.687500 Penalty: 4208.703613
	Iteration 22Q: 3 clusters Score -926003.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -926020.187500 Penalty: 4208.703613
	Iteration 23Q: 3 clusters Score -926020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -926036.750000 Penalty: 4208.703613
	Iteration 24Q: 3 clusters Score -926036.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -926043.500000 Penalty: 4208.703613
	Iteration 25Q: 3 clusters Score -926043.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -926051.750000 Penalty: 4208.703613
	Iteration 26Q: 3 clusters Score -926051.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -926057.062500 Penalty: 4208.703613
	Iteration 27Q: 3 clusters Score -926057.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -926061.812500 Penalty: 4208.703613
	Iteration 28Q: 3 clusters Score -926061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -926065.687500 Penalty: 4208.703613
	Iteration 29Q: 3 clusters Score -926065.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -926069.500000 Penalty: 4208.703613
	Iteration 30Q: 3 clusters Score -926069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -926071.875000 Penalty: 4208.703613
	Iteration 31Q: 3 clusters Score -926071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -926073.562500 Penalty: 4208.703613
	Iteration 32Q: 3 clusters Score -926073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -926076.562500 Penalty: 4208.703613
	Iteration 33Q: 3 clusters Score -926076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -926077.500000 Penalty: 4208.703613
	Iteration 34Q: 3 clusters Score -926077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -926076.937500 Penalty: 4208.703613
	Iteration 35Q: 3 clusters Score -926076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -926077.187500 Penalty: 4208.703613
	Iteration 36Q: 3 clusters Score -926077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -926077.187500 Penalty: 4208.703613
	Iteration 37F: 3 clusters Score -926077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (35365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Entering Unmasked Estep 
Score: -6866231.000000 Penalty: 2597.422607
	Iteration 0F: 2 clusters Score -6866231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -6843899.000000 Penalty: 5194.845215
	Iteration 0F: 3 clusters Score -6843899 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -6852609.000000 Penalty: 5194.845215
	Iteration 1F: 3 clusters Score -6852609 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -6853004.000000 Penalty: 5194.845215
	Iteration 2Q: 3 clusters Score -6853004 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -6853347.500000 Penalty: 5194.845215
	Iteration 3Q: 3 clusters Score -6853348 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -6853640.500000 Penalty: 5194.845215
	Iteration 4Q: 3 clusters Score -6853640 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -6853918.500000 Penalty: 5194.845215
	Iteration 5Q: 3 clusters Score -6853918 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -6854189.500000 Penalty: 5194.845215
	Iteration 6Q: 3 clusters Score -6854190 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -6854469.500000 Penalty: 5194.845215
	Iteration 7Q: 3 clusters Score -6854470 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6854839.500000 Penalty: 5194.845215
	Iteration 8Q: 3 clusters Score -6854840 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -6855248.000000 Penalty: 5194.845215
	Iteration 9Q: 3 clusters Score -6855248 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -6855819.500000 Penalty: 5194.845215
	Iteration 10Q: 3 clusters Score -6855820 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -6856617.000000 Penalty: 5194.845215
	Iteration 11Q: 3 clusters Score -6856617 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -6857588.000000 Penalty: 5194.845215
	Iteration 12F: 3 clusters Score -6857588 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -6858826.500000 Penalty: 5194.845215
	Iteration 13F: 3 clusters Score -6858826 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -6860175.000000 Penalty: 5194.845215
	Iteration 14F: 3 clusters Score -6860175 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -6861303.500000 Penalty: 5194.845215
	Iteration 15Q: 3 clusters Score -6861304 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6862120.500000 Penalty: 5194.845215
	Iteration 16Q: 3 clusters Score -6862120 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6862630.500000 Penalty: 5194.845215
	Iteration 17Q: 3 clusters Score -6862630 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6862951.500000 Penalty: 5194.845215
	Iteration 18Q: 3 clusters Score -6862952 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6863225.500000 Penalty: 5194.845215
	Iteration 19Q: 3 clusters Score -6863226 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6863422.000000 Penalty: 5194.845215
	Iteration 20F: 3 clusters Score -6863422 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6863540.000000 Penalty: 5194.845215
	Iteration 21Q: 3 clusters Score -6863540 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6863655.000000 Penalty: 5194.845215
	Iteration 22Q: 3 clusters Score -6863655 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6863710.000000 Penalty: 5194.845215
	Iteration 23Q: 3 clusters Score -6863710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6863764.500000 Penalty: 5194.845215
	Iteration 24Q: 3 clusters Score -6863764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6863794.500000 Penalty: 5194.845215
	Iteration 25Q: 3 clusters Score -6863794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6863835.000000 Penalty: 5194.845215
	Iteration 26Q: 3 clusters Score -6863835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6863856.500000 Penalty: 5194.845215
	Iteration 27Q: 3 clusters Score -6863856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6863894.000000 Penalty: 5194.845215
	Iteration 28Q: 3 clusters Score -6863894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6863912.500000 Penalty: 5194.845215
	Iteration 29Q: 3 clusters Score -6863912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6863928.500000 Penalty: 5194.845215
	Iteration 30Q: 3 clusters Score -6863928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6863959.000000 Penalty: 5194.845215
	Iteration 31Q: 3 clusters Score -6863959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6863965.500000 Penalty: 5194.845215
	Iteration 32Q: 3 clusters Score -6863966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6863975.500000 Penalty: 5194.845215
	Iteration 33Q: 3 clusters Score -6863976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6863995.000000 Penalty: 5194.845215
	Iteration 34Q: 3 clusters Score -6863995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6864004.000000 Penalty: 5194.845215
	Iteration 35Q: 3 clusters Score -6864004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6864011.500000 Penalty: 5194.845215
	Iteration 36Q: 3 clusters Score -6864012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6864025.500000 Penalty: 5194.845215
	Iteration 37Q: 3 clusters Score -6864026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6864020.500000 Penalty: 5194.845215
	Iteration 38Q: 3 clusters Score -6864020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6864035.000000 Penalty: 5194.845215
	Iteration 39Q: 3 clusters Score -6864035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6864041.000000 Penalty: 5194.845215
	Iteration 40F: 3 clusters Score -6864041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6864048.000000 Penalty: 5194.845215
	Iteration 41Q: 3 clusters Score -6864048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6864046.000000 Penalty: 5194.845215
	Iteration 42Q: 3 clusters Score -6864046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6864057.500000 Penalty: 5194.845215
	Iteration 43Q: 3 clusters Score -6864058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6864052.500000 Penalty: 5194.845215
	Iteration 44Q: 3 clusters Score -6864052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6864056.500000 Penalty: 5194.845215
	Iteration 45Q: 3 clusters Score -6864056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6864053.000000 Penalty: 5194.845215
	Iteration 46Q: 3 clusters Score -6864053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6864062.500000 Penalty: 5194.845215
	Iteration 47Q: 3 clusters Score -6864062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6864062.000000 Penalty: 5194.845215
	Iteration 48Q: 3 clusters Score -6864062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6864060.500000 Penalty: 5194.845215
	Iteration 49Q: 3 clusters Score -6864060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6864060.500000 Penalty: 5194.845215
	Iteration 50F: 3 clusters Score -6864060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (35175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Entering Unmasked Estep 
Score: -6852923.000000 Penalty: 2596.086670
	Iteration 0F: 2 clusters Score -6852923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -6831398.000000 Penalty: 5192.173340
	Iteration 0F: 3 clusters Score -6831398 nChanged 15948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -6840025.000000 Penalty: 5192.173340
	Iteration 1F: 3 clusters Score -6840025 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -6840626.500000 Penalty: 5192.173340
	Iteration 2Q: 3 clusters Score -6840626 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -6841312.000000 Penalty: 5192.173340
	Iteration 3Q: 3 clusters Score -6841312 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -6842524.000000 Penalty: 5192.173340
	Iteration 4F: 3 clusters Score -6842524 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -6844496.000000 Penalty: 5192.173340
	Iteration 5F: 3 clusters Score -6844496 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -6847277.500000 Penalty: 5192.173340
	Iteration 6F: 3 clusters Score -6847278 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -6849906.500000 Penalty: 5192.173340
	Iteration 7F: 3 clusters Score -6849906 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -6851194.000000 Penalty: 5192.173340
	Iteration 8F: 3 clusters Score -6851194 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -6851658.000000 Penalty: 5192.173340
	Iteration 9Q: 3 clusters Score -6851658 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -6851874.500000 Penalty: 5192.173340
	Iteration 10Q: 3 clusters Score -6851874 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -6852040.500000 Penalty: 5192.173340
	Iteration 11Q: 3 clusters Score -6852040 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -6852182.000000 Penalty: 5192.173340
	Iteration 12Q: 3 clusters Score -6852182 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -6852199.000000 Penalty: 5192.173340
	Iteration 13Q: 3 clusters Score -6852199 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -6852245.500000 Penalty: 5192.173340
	Iteration 14Q: 3 clusters Score -6852246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6852245.000000 Penalty: 5192.173340
	Iteration 15Q: 3 clusters Score -6852245 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -6852281.000000 Penalty: 5192.173340
	Iteration 16Q: 3 clusters Score -6852281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -6852262.500000 Penalty: 5192.173340
	Iteration 17Q: 3 clusters Score -6852262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -6852273.000000 Penalty: 5192.173340
	Iteration 18Q: 3 clusters Score -6852273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -6852267.500000 Penalty: 5192.173340
	Iteration 19Q: 3 clusters Score -6852268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -6852260.000000 Penalty: 5192.173340
	Iteration 20F: 3 clusters Score -6852260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -6852302.000000 Penalty: 5192.173340
	Iteration 21Q: 3 clusters Score -6852302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -6852294.500000 Penalty: 5192.173340
	Iteration 22Q: 3 clusters Score -6852294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6852291.000000 Penalty: 5192.173340
	Iteration 23Q: 3 clusters Score -6852291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -6852299.500000 Penalty: 5192.173340
	Iteration 24Q: 3 clusters Score -6852300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -6852304.000000 Penalty: 5192.173340
	Iteration 25Q: 3 clusters Score -6852304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -6852298.000000 Penalty: 5192.173340
	Iteration 26Q: 3 clusters Score -6852298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -6852305.500000 Penalty: 5192.173340
	Iteration 27Q: 3 clusters Score -6852306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -6852291.000000 Penalty: 5192.173340
	Iteration 28Q: 3 clusters Score -6852291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -6852298.500000 Penalty: 5192.173340
	Iteration 29Q: 3 clusters Score -6852298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -6852298.000000 Penalty: 5192.173340
	Iteration 30Q: 3 clusters Score -6852298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6852310.000000 Penalty: 5192.173340
	Iteration 31Q: 3 clusters Score -6852310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -6852302.500000 Penalty: 5192.173340
	Iteration 32Q: 3 clusters Score -6852302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -6852303.000000 Penalty: 5192.173340
	Iteration 33Q: 3 clusters Score -6852303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -6852307.500000 Penalty: 5192.173340
	Iteration 34Q: 3 clusters Score -6852308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -6852307.000000 Penalty: 5192.173340
	Iteration 35Q: 3 clusters Score -6852307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -6852308.000000 Penalty: 5192.173340
	Iteration 36Q: 3 clusters Score -6852308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -6852311.500000 Penalty: 5192.173340
	Iteration 37Q: 3 clusters Score -6852312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -6852299.000000 Penalty: 5192.173340
	Iteration 38Q: 3 clusters Score -6852299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -6852303.000000 Penalty: 5192.173340
	Iteration 39Q: 3 clusters Score -6852303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -6852305.500000 Penalty: 5192.173340
	Iteration 40F: 3 clusters Score -6852306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -6852313.500000 Penalty: 5192.173340
	Iteration 41Q: 3 clusters Score -6852314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -6852312.500000 Penalty: 5192.173340
	Iteration 42Q: 3 clusters Score -6852312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -6852304.500000 Penalty: 5192.173340
	Iteration 43Q: 3 clusters Score -6852304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -6852304.500000 Penalty: 5192.173340
	Iteration 44F: 3 clusters Score -6852304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Entering Unmasked Estep 
Score: -7256265.500000 Penalty: 2610.646973
	Iteration 0F: 2 clusters Score -7256266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -7234090.500000 Penalty: 5221.293945
	Iteration 0F: 3 clusters Score -7234090 nChanged 17021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -7243419.000000 Penalty: 5221.293945
	Iteration 1F: 3 clusters Score -7243419 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -7243842.000000 Penalty: 5221.293945
	Iteration 2Q: 3 clusters Score -7243842 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -7244200.500000 Penalty: 5221.293945
	Iteration 3Q: 3 clusters Score -7244200 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -7244424.000000 Penalty: 5221.293945
	Iteration 4Q: 3 clusters Score -7244424 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -7244648.500000 Penalty: 5221.293945
	Iteration 5Q: 3 clusters Score -7244648 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -7244929.000000 Penalty: 5221.293945
	Iteration 6Q: 3 clusters Score -7244929 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -7245181.000000 Penalty: 5221.293945
	Iteration 7Q: 3 clusters Score -7245181 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -7245434.000000 Penalty: 5221.293945
	Iteration 8Q: 3 clusters Score -7245434 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -7245680.000000 Penalty: 5221.293945
	Iteration 9Q: 3 clusters Score -7245680 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -7246059.000000 Penalty: 5221.293945
	Iteration 10Q: 3 clusters Score -7246059 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -7246551.000000 Penalty: 5221.293945
	Iteration 11Q: 3 clusters Score -7246551 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -7246992.500000 Penalty: 5221.293945
	Iteration 12Q: 3 clusters Score -7246992 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -7247928.000000 Penalty: 5221.293945
	Iteration 13Q: 3 clusters Score -7247928 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -7249074.500000 Penalty: 5221.293945
	Iteration 14Q: 3 clusters Score -7249074 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -7250356.500000 Penalty: 5221.293945
	Iteration 15Q: 3 clusters Score -7250356 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -7251487.000000 Penalty: 5221.293945
	Iteration 16Q: 3 clusters Score -7251487 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -7252241.500000 Penalty: 5221.293945
	Iteration 17Q: 3 clusters Score -7252242 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -7252915.000000 Penalty: 5221.293945
	Iteration 18Q: 3 clusters Score -7252915 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -7253375.500000 Penalty: 5221.293945
	Iteration 19Q: 3 clusters Score -7253376 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -7253630.500000 Penalty: 5221.293945
	Iteration 20F: 3 clusters Score -7253630 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -7253833.000000 Penalty: 5221.293945
	Iteration 21Q: 3 clusters Score -7253833 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7253882.000000 Penalty: 5221.293945
	Iteration 22Q: 3 clusters Score -7253882 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7253953.000000 Penalty: 5221.293945
	Iteration 23Q: 3 clusters Score -7253953 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7253995.500000 Penalty: 5221.293945
	Iteration 24Q: 3 clusters Score -7253996 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -7254059.000000 Penalty: 5221.293945
	Iteration 25Q: 3 clusters Score -7254059 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7254089.000000 Penalty: 5221.293945
	Iteration 26Q: 3 clusters Score -7254089 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -7254121.500000 Penalty: 5221.293945
	Iteration 27Q: 3 clusters Score -7254122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7254126.000000 Penalty: 5221.293945
	Iteration 28Q: 3 clusters Score -7254126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7254172.500000 Penalty: 5221.293945
	Iteration 29Q: 3 clusters Score -7254172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7254187.000000 Penalty: 5221.293945
	Iteration 30Q: 3 clusters Score -7254187 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -7254233.500000 Penalty: 5221.293945
	Iteration 31Q: 3 clusters Score -7254234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7254215.000000 Penalty: 5221.293945
	Iteration 32Q: 3 clusters Score -7254215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7254223.000000 Penalty: 5221.293945
	Iteration 33Q: 3 clusters Score -7254223 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7254256.500000 Penalty: 5221.293945
	Iteration 34Q: 3 clusters Score -7254256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7254300.500000 Penalty: 5221.293945
	Iteration 35Q: 3 clusters Score -7254300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7254286.500000 Penalty: 5221.293945
	Iteration 36Q: 3 clusters Score -7254286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7254323.000000 Penalty: 5221.293945
	Iteration 37Q: 3 clusters Score -7254323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -7254333.500000 Penalty: 5221.293945
	Iteration 38Q: 3 clusters Score -7254334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7254332.500000 Penalty: 5221.293945
	Iteration 39Q: 3 clusters Score -7254332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7254365.000000 Penalty: 5221.293945
	Iteration 40F: 3 clusters Score -7254365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7254354.500000 Penalty: 5221.293945
	Iteration 41Q: 3 clusters Score -7254354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7254351.000000 Penalty: 5221.293945
	Iteration 42Q: 3 clusters Score -7254351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7254384.500000 Penalty: 5221.293945
	Iteration 43Q: 3 clusters Score -7254384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7254374.500000 Penalty: 5221.293945
	Iteration 44Q: 3 clusters Score -7254374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7254377.500000 Penalty: 5221.293945
	Iteration 45Q: 3 clusters Score -7254378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7254382.000000 Penalty: 5221.293945
	Iteration 46Q: 3 clusters Score -7254382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7254375.500000 Penalty: 5221.293945
	Iteration 47Q: 3 clusters Score -7254376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7254385.000000 Penalty: 5221.293945
	Iteration 48Q: 3 clusters Score -7254385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7254404.500000 Penalty: 5221.293945
	Iteration 49Q: 3 clusters Score -7254404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7254421.000000 Penalty: 5221.293945
	Iteration 50Q: 3 clusters Score -7254421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7254434.500000 Penalty: 5221.293945
	Iteration 51Q: 3 clusters Score -7254434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7254438.500000 Penalty: 5221.293945
	Iteration 52Q: 3 clusters Score -7254438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7254442.500000 Penalty: 5221.293945
	Iteration 53Q: 3 clusters Score -7254442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7254440.000000 Penalty: 5221.293945
	Iteration 54Q: 3 clusters Score -7254440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7254428.500000 Penalty: 5221.293945
	Iteration 55Q: 3 clusters Score -7254428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7254422.000000 Penalty: 5221.293945
	Iteration 56Q: 3 clusters Score -7254422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7254430.000000 Penalty: 5221.293945
	Iteration 57Q: 3 clusters Score -7254430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7254444.500000 Penalty: 5221.293945
	Iteration 58Q: 3 clusters Score -7254444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7254437.000000 Penalty: 5221.293945
	Iteration 59Q: 3 clusters Score -7254437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7254453.500000 Penalty: 5221.293945
	Iteration 60F: 3 clusters Score -7254454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7254442.500000 Penalty: 5221.293945
	Iteration 61Q: 3 clusters Score -7254442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7254434.500000 Penalty: 5221.293945
	Iteration 62Q: 3 clusters Score -7254434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7254442.000000 Penalty: 5221.293945
	Iteration 63Q: 3 clusters Score -7254442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7254449.500000 Penalty: 5221.293945
	Iteration 64Q: 3 clusters Score -7254450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7254440.500000 Penalty: 5221.293945
	Iteration 65Q: 3 clusters Score -7254440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7254436.500000 Penalty: 5221.293945
	Iteration 66Q: 3 clusters Score -7254436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7254399.000000 Penalty: 5221.293945
	Iteration 67Q: 3 clusters Score -7254399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7254431.500000 Penalty: 5221.293945
	Iteration 68Q: 3 clusters Score -7254432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7254430.000000 Penalty: 5221.293945
	Iteration 69Q: 3 clusters Score -7254430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7254434.500000 Penalty: 5221.293945
	Iteration 70Q: 3 clusters Score -7254434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7254435.000000 Penalty: 5221.293945
	Iteration 71Q: 3 clusters Score -7254435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7254433.500000 Penalty: 5221.293945
	Iteration 72Q: 3 clusters Score -7254434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7254424.000000 Penalty: 5221.293945
	Iteration 73Q: 3 clusters Score -7254424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7254419.000000 Penalty: 5221.293945
	Iteration 74Q: 3 clusters Score -7254419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7254424.500000 Penalty: 5221.293945
	Iteration 75Q: 3 clusters Score -7254424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7254425.000000 Penalty: 5221.293945
	Iteration 76Q: 3 clusters Score -7254425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7254420.500000 Penalty: 5221.293945
	Iteration 77Q: 3 clusters Score -7254420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7254420.000000 Penalty: 5221.293945
	Iteration 78Q: 3 clusters Score -7254420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7254412.500000 Penalty: 5221.293945
	Iteration 79Q: 3 clusters Score -7254412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7254419.500000 Penalty: 5221.293945
	Iteration 80F: 3 clusters Score -7254420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7254407.500000 Penalty: 5221.293945
	Iteration 81Q: 3 clusters Score -7254408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7254404.500000 Penalty: 5221.293945
	Iteration 82Q: 3 clusters Score -7254404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7254405.500000 Penalty: 5221.293945
	Iteration 83Q: 3 clusters Score -7254406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7254399.500000 Penalty: 5221.293945
	Iteration 84Q: 3 clusters Score -7254400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7254405.000000 Penalty: 5221.293945
	Iteration 85Q: 3 clusters Score -7254405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7254398.500000 Penalty: 5221.293945
	Iteration 86Q: 3 clusters Score -7254398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7254395.500000 Penalty: 5221.293945
	Iteration 87Q: 3 clusters Score -7254396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7254392.000000 Penalty: 5221.293945
	Iteration 88Q: 3 clusters Score -7254392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7254392.000000 Penalty: 5221.293945
	Iteration 89Q: 3 clusters Score -7254392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7254387.000000 Penalty: 5221.293945
	Iteration 90Q: 3 clusters Score -7254387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7254381.500000 Penalty: 5221.293945
	Iteration 91Q: 3 clusters Score -7254382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7254388.000000 Penalty: 5221.293945
	Iteration 92Q: 3 clusters Score -7254388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7254388.500000 Penalty: 5221.293945
	Iteration 93Q: 3 clusters Score -7254388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7254392.500000 Penalty: 5221.293945
	Iteration 94Q: 3 clusters Score -7254392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7254400.000000 Penalty: 5221.293945
	Iteration 95Q: 3 clusters Score -7254400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7254408.500000 Penalty: 5221.293945
	Iteration 96Q: 3 clusters Score -7254408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7254399.500000 Penalty: 5221.293945
	Iteration 97Q: 3 clusters Score -7254400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7254399.500000 Penalty: 5221.293945
	Iteration 98F: 3 clusters Score -7254400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -34373.386719 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -34373.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33353.257812 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -33353.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33655.878906 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -33655.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33796.070312 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -33796.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33855.507812 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -33855.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33890.421875 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -33890.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33909.050781 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -33909.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33909.050781 Penalty: 2773.129639
	Iteration 6F: 3 clusters Score -33909.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -44569.496094 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -44569.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43300.949219 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -43300.95 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43709.542969 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -43709.54 nChanged 47
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: -43905.500000 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -43905.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44131.546875 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -44131.55 nChanged 19
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: -44237.218750 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44237.22 nChanged 14
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: -44351.121094 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44351.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44454.574219 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44454.57 nChanged 7
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: -44503.343750 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44503.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44544.289062 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44544.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44558.640625 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -44558.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44562.187500 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -44562.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44562.269531 Penalty: 3027.977295
	Iteration 11F: 3 clusters Score -44562.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44585.875000 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -44585.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44585.875000 Penalty: 3027.977295
	Iteration 13F: 3 clusters Score -44585.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37597 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31761 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27795 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 20675 members 
Mstep: Class 16 contains 16504 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 20 contains 31263 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14478 members 
Mstep: Class 28 contains 28445 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12687 members 
Mstep: Class 32 contains 17056 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35365 members 
Mstep: Class 35 contains 35175 members 
Mstep: Class 36 contains 37302 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43571 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11325 members 
Mstep: Class 45 contains 13177 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42729 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16598 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4624 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14296 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36520 members 
Mstep: Class 60 contains 39573 members 
Mstep: Class 61 contains 15951 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16334 members 
Mstep: Class 65 contains 3213 members 
Mstep: Class 66 contains 19417 members 
Mstep: Class 67 contains 280 members 
Entering Unmasked Estep 
Score: -161345456.000000 Penalty: 226638.109375
Splitting cluster 38 changes total score from -161347456.000000 to -161345456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -235493.406250 Penalty: 1793.717896
	Iteration 0F: 2 clusters Score -235493.4 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 679 members 
Entering Unmasked Estep 
Score: -233341.500000 Penalty: 3587.435791
	Iteration 0F: 3 clusters Score -233341.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -233788.265625 Penalty: 3587.435791
	Iteration 1F: 3 clusters Score -233788.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -234047.218750 Penalty: 3587.435791
	Iteration 2F: 3 clusters Score -234047.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -234275.281250 Penalty: 3587.435791
	Iteration 3F: 3 clusters Score -234275.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -234442.937500 Penalty: 3587.435791
	Iteration 4F: 3 clusters Score -234442.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -234606.453125 Penalty: 3587.435791
	Iteration 5F: 3 clusters Score -234606.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -234746.171875 Penalty: 3587.435791
	Iteration 6Q: 3 clusters Score -234746.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -234836.890625 Penalty: 3587.435791
	Iteration 7Q: 3 clusters Score -234836.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -234913.968750 Penalty: 3587.435791
	Iteration 8Q: 3 clusters Score -234914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -234948.093750 Penalty: 3587.435791
	Iteration 9Q: 3 clusters Score -234948.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -234969.656250 Penalty: 3587.435791
	Iteration 10Q: 3 clusters Score -234969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -234974.218750 Penalty: 3587.435791
	Iteration 11Q: 3 clusters Score -234974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -234974.828125 Penalty: 3587.435791
	Iteration 12Q: 3 clusters Score -234974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -234974.828125 Penalty: 3587.435791
	Iteration 13F: 3 clusters Score -234974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -205866.750000 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -205866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203892.000000 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -203892 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204470.078125 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -204470.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204817.796875 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -204817.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -205065.500000 Penalty: 3515.436523
	Iteration 3F: 3 clusters Score -205065.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -205260.828125 Penalty: 3515.436523
	Iteration 4F: 3 clusters Score -205260.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -205368.437500 Penalty: 3515.436523
	Iteration 5F: 3 clusters Score -205368.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -205430.234375 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -205430.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -205471.265625 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -205471.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -205499.015625 Penalty: 3515.436523
	Iteration 8Q: 3 clusters Score -205499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -205535.890625 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -205535.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -205550.562500 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -205550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -205551.312500 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -205551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -205551.312500 Penalty: 3515.436523
	Iteration 12F: 3 clusters Score -205551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -505822.218750 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -505822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -502771.156250 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -502771.2 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -503392.343750 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -503392.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -503554.750000 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -503554.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -503658.156250 Penalty: 3918.164307
	Iteration 3Q: 3 clusters Score -503658.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -503739.375000 Penalty: 3918.164307
	Iteration 4Q: 3 clusters Score -503739.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -503805.656250 Penalty: 3918.164307
	Iteration 5Q: 3 clusters Score -503805.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -503854.812500 Penalty: 3918.164307
	Iteration 6Q: 3 clusters Score -503854.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -503895.937500 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -503895.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -503932.281250 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -503932.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -503965.750000 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -503965.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -504005.093750 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -504005.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -504045.781250 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -504045.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -504084.718750 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -504084.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -504118.343750 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -504118.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -504144.843750 Penalty: 3918.164307
	Iteration 14Q: 3 clusters Score -504144.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -504171.437500 Penalty: 3918.164307
	Iteration 15Q: 3 clusters Score -504171.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -504191.312500 Penalty: 3918.164307
	Iteration 16Q: 3 clusters Score -504191.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -504208.875000 Penalty: 3918.164307
	Iteration 17Q: 3 clusters Score -504208.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -504219.656250 Penalty: 3918.164307
	Iteration 18Q: 3 clusters Score -504219.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -504229.875000 Penalty: 3918.164307
	Iteration 19Q: 3 clusters Score -504229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -504234.281250 Penalty: 3918.164307
	Iteration 20F: 3 clusters Score -504234.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -504239.437500 Penalty: 3918.164307
	Iteration 21Q: 3 clusters Score -504239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -504242.375000 Penalty: 3918.164307
	Iteration 22Q: 3 clusters Score -504242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -504245.531250 Penalty: 3918.164307
	Iteration 23Q: 3 clusters Score -504245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -504247.437500 Penalty: 3918.164307
	Iteration 24Q: 3 clusters Score -504247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -504250.968750 Penalty: 3918.164307
	Iteration 25Q: 3 clusters Score -504251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -504251.187500 Penalty: 3918.164307
	Iteration 26Q: 3 clusters Score -504251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -504251.187500 Penalty: 3918.164307
	Iteration 27F: 3 clusters Score -504251.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (43571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Entering Unmasked Estep 
Score: -8551432.000000 Penalty: 2649.172363
	Iteration 0F: 2 clusters Score -8551432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8522570.000000 Penalty: 5298.344727
	Iteration 0F: 3 clusters Score -8522570 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -8533600.000000 Penalty: 5298.344727
	Iteration 1F: 3 clusters Score -8533600 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -8534070.000000 Penalty: 5298.344727
	Iteration 2Q: 3 clusters Score -8534070 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -8534422.000000 Penalty: 5298.344727
	Iteration 3Q: 3 clusters Score -8534422 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -8534817.000000 Penalty: 5298.344727
	Iteration 4Q: 3 clusters Score -8534817 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -8535282.000000 Penalty: 5298.344727
	Iteration 5Q: 3 clusters Score -8535282 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -8535842.000000 Penalty: 5298.344727
	Iteration 6Q: 3 clusters Score -8535842 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -8536581.000000 Penalty: 5298.344727
	Iteration 7Q: 3 clusters Score -8536581 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -8537760.000000 Penalty: 5298.344727
	Iteration 8Q: 3 clusters Score -8537760 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -8539307.000000 Penalty: 5298.344727
	Iteration 9F: 3 clusters Score -8539307 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -8541233.000000 Penalty: 5298.344727
	Iteration 10F: 3 clusters Score -8541233 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -8543078.000000 Penalty: 5298.344727
	Iteration 11F: 3 clusters Score -8543078 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -8544762.000000 Penalty: 5298.344727
	Iteration 12Q: 3 clusters Score -8544762 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -8545937.000000 Penalty: 5298.344727
	Iteration 13Q: 3 clusters Score -8545937 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -8546692.000000 Penalty: 5298.344727
	Iteration 14Q: 3 clusters Score -8546692 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -8547284.000000 Penalty: 5298.344727
	Iteration 15Q: 3 clusters Score -8547284 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -8547782.000000 Penalty: 5298.344727
	Iteration 16Q: 3 clusters Score -8547782 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -8548137.000000 Penalty: 5298.344727
	Iteration 17Q: 3 clusters Score -8548137 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -8548401.000000 Penalty: 5298.344727
	Iteration 18Q: 3 clusters Score -8548401 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -8548636.000000 Penalty: 5298.344727
	Iteration 19Q: 3 clusters Score -8548636 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8548798.000000 Penalty: 5298.344727
	Iteration 20F: 3 clusters Score -8548798 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -8548934.000000 Penalty: 5298.344727
	Iteration 21Q: 3 clusters Score -8548934 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -8549034.000000 Penalty: 5298.344727
	Iteration 22Q: 3 clusters Score -8549034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -8549106.000000 Penalty: 5298.344727
	Iteration 23Q: 3 clusters Score -8549106 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8549149.000000 Penalty: 5298.344727
	Iteration 24Q: 3 clusters Score -8549149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -8549190.000000 Penalty: 5298.344727
	Iteration 25Q: 3 clusters Score -8549190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8549219.000000 Penalty: 5298.344727
	Iteration 26Q: 3 clusters Score -8549219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -8549221.000000 Penalty: 5298.344727
	Iteration 27Q: 3 clusters Score -8549221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -8549235.000000 Penalty: 5298.344727
	Iteration 28Q: 3 clusters Score -8549235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8549232.000000 Penalty: 5298.344727
	Iteration 29Q: 3 clusters Score -8549232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8549236.000000 Penalty: 5298.344727
	Iteration 30Q: 3 clusters Score -8549236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -8549244.000000 Penalty: 5298.344727
	Iteration 31Q: 3 clusters Score -8549244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -8549248.000000 Penalty: 5298.344727
	Iteration 32Q: 3 clusters Score -8549248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -8549244.000000 Penalty: 5298.344727
	Iteration 33Q: 3 clusters Score -8549244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -8549244.000000 Penalty: 5298.344727
	Iteration 34Q: 3 clusters Score -8549244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8549248.000000 Penalty: 5298.344727
	Iteration 35Q: 3 clusters Score -8549248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8549248.000000 Penalty: 5298.344727
	Iteration 36F: 3 clusters Score -8549248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -49803.867188 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -49803.87 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 209 members 
Entering Unmasked Estep 
Score: -48576.886719 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -48576.89 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48932.183594 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -48932.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49162.265625 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -49162.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49338.128906 Penalty: 2950.225586
	Iteration 3F: 3 clusters Score -49338.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49408.148438 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -49408.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49434.464844 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -49434.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49446.515625 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -49446.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49446.515625 Penalty: 2950.225586
	Iteration 7F: 3 clusters Score -49446.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Entering Unmasked Estep 
Score: -2354556.250000 Penalty: 2315.022461
	Iteration 0F: 2 clusters Score -2354556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2346003.250000 Penalty: 4630.044922
	Iteration 0F: 3 clusters Score -2346003 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2348510.250000 Penalty: 4630.044922
	Iteration 1F: 3 clusters Score -2348510 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2348792.500000 Penalty: 4630.044922
	Iteration 2F: 3 clusters Score -2348792 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2348949.000000 Penalty: 4630.044922
	Iteration 3Q: 3 clusters Score -2348949 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2349056.250000 Penalty: 4630.044922
	Iteration 4Q: 3 clusters Score -2349056 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2349139.500000 Penalty: 4630.044922
	Iteration 5Q: 3 clusters Score -2349140 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2349226.750000 Penalty: 4630.044922
	Iteration 6Q: 3 clusters Score -2349227 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2349293.750000 Penalty: 4630.044922
	Iteration 7Q: 3 clusters Score -2349294 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2349373.250000 Penalty: 4630.044922
	Iteration 8Q: 3 clusters Score -2349373 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2349448.500000 Penalty: 4630.044922
	Iteration 9Q: 3 clusters Score -2349448 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2349525.500000 Penalty: 4630.044922
	Iteration 10Q: 3 clusters Score -2349526 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2349615.500000 Penalty: 4630.044922
	Iteration 11Q: 3 clusters Score -2349616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2349705.750000 Penalty: 4630.044922
	Iteration 12Q: 3 clusters Score -2349706 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2349790.000000 Penalty: 4630.044922
	Iteration 13Q: 3 clusters Score -2349790 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2349888.750000 Penalty: 4630.044922
	Iteration 14Q: 3 clusters Score -2349889 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2349995.000000 Penalty: 4630.044922
	Iteration 15Q: 3 clusters Score -2349995 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2350127.000000 Penalty: 4630.044922
	Iteration 16Q: 3 clusters Score -2350127 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2350255.500000 Penalty: 4630.044922
	Iteration 17Q: 3 clusters Score -2350256 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2350443.000000 Penalty: 4630.044922
	Iteration 18Q: 3 clusters Score -2350443 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2350667.000000 Penalty: 4630.044922
	Iteration 19Q: 3 clusters Score -2350667 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2350925.250000 Penalty: 4630.044922
	Iteration 20F: 3 clusters Score -2350925 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2351239.250000 Penalty: 4630.044922
	Iteration 21Q: 3 clusters Score -2351239 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2351558.250000 Penalty: 4630.044922
	Iteration 22Q: 3 clusters Score -2351558 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2351898.750000 Penalty: 4630.044922
	Iteration 23Q: 3 clusters Score -2351899 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2352181.250000 Penalty: 4630.044922
	Iteration 24Q: 3 clusters Score -2352181 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2352299.000000 Penalty: 4630.044922
	Iteration 25Q: 3 clusters Score -2352299 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2352354.000000 Penalty: 4630.044922
	Iteration 26Q: 3 clusters Score -2352354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2352381.000000 Penalty: 4630.044922
	Iteration 27Q: 3 clusters Score -2352381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2352411.250000 Penalty: 4630.044922
	Iteration 28Q: 3 clusters Score -2352411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2352432.250000 Penalty: 4630.044922
	Iteration 29Q: 3 clusters Score -2352432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2352444.250000 Penalty: 4630.044922
	Iteration 30Q: 3 clusters Score -2352444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2352458.250000 Penalty: 4630.044922
	Iteration 31Q: 3 clusters Score -2352458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2352472.500000 Penalty: 4630.044922
	Iteration 32Q: 3 clusters Score -2352472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2352481.000000 Penalty: 4630.044922
	Iteration 33Q: 3 clusters Score -2352481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2352496.750000 Penalty: 4630.044922
	Iteration 34Q: 3 clusters Score -2352497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2352505.000000 Penalty: 4630.044922
	Iteration 35Q: 3 clusters Score -2352505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2352511.000000 Penalty: 4630.044922
	Iteration 36Q: 3 clusters Score -2352511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2352515.500000 Penalty: 4630.044922
	Iteration 37Q: 3 clusters Score -2352516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2352519.000000 Penalty: 4630.044922
	Iteration 38Q: 3 clusters Score -2352519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2352527.500000 Penalty: 4630.044922
	Iteration 39Q: 3 clusters Score -2352528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2352528.000000 Penalty: 4630.044922
	Iteration 40F: 3 clusters Score -2352528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2352535.500000 Penalty: 4630.044922
	Iteration 41Q: 3 clusters Score -2352536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2352545.750000 Penalty: 4630.044922
	Iteration 42Q: 3 clusters Score -2352546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2352546.500000 Penalty: 4630.044922
	Iteration 43Q: 3 clusters Score -2352546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2352552.500000 Penalty: 4630.044922
	Iteration 44Q: 3 clusters Score -2352552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2352554.500000 Penalty: 4630.044922
	Iteration 45Q: 3 clusters Score -2352554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2352558.750000 Penalty: 4630.044922
	Iteration 46Q: 3 clusters Score -2352559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2352572.500000 Penalty: 4630.044922
	Iteration 47Q: 3 clusters Score -2352572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2352579.500000 Penalty: 4630.044922
	Iteration 48Q: 3 clusters Score -2352580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2352589.500000 Penalty: 4630.044922
	Iteration 49Q: 3 clusters Score -2352590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2352592.250000 Penalty: 4630.044922
	Iteration 50Q: 3 clusters Score -2352592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2352599.000000 Penalty: 4630.044922
	Iteration 51Q: 3 clusters Score -2352599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2352601.250000 Penalty: 4630.044922
	Iteration 52Q: 3 clusters Score -2352601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2352604.250000 Penalty: 4630.044922
	Iteration 53Q: 3 clusters Score -2352604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2352606.000000 Penalty: 4630.044922
	Iteration 54Q: 3 clusters Score -2352606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2352606.000000 Penalty: 4630.044922
	Iteration 55Q: 3 clusters Score -2352606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2352608.750000 Penalty: 4630.044922
	Iteration 56Q: 3 clusters Score -2352609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2352610.500000 Penalty: 4630.044922
	Iteration 57Q: 3 clusters Score -2352610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2352612.250000 Penalty: 4630.044922
	Iteration 58Q: 3 clusters Score -2352612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2352612.250000 Penalty: 4630.044922
	Iteration 59F: 3 clusters Score -2352612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Entering Unmasked Estep 
Score: -2756978.500000 Penalty: 2352.584473
	Iteration 0F: 2 clusters Score -2756978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2747442.000000 Penalty: 4705.168945
	Iteration 0F: 3 clusters Score -2747442 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2750400.250000 Penalty: 4705.168945
	Iteration 1F: 3 clusters Score -2750400 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2750707.250000 Penalty: 4705.168945
	Iteration 2F: 3 clusters Score -2750707 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2750926.000000 Penalty: 4705.168945
	Iteration 3Q: 3 clusters Score -2750926 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2751099.000000 Penalty: 4705.168945
	Iteration 4Q: 3 clusters Score -2751099 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2751284.250000 Penalty: 4705.168945
	Iteration 5Q: 3 clusters Score -2751284 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2751461.000000 Penalty: 4705.168945
	Iteration 6Q: 3 clusters Score -2751461 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2751678.500000 Penalty: 4705.168945
	Iteration 7Q: 3 clusters Score -2751678 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2751929.250000 Penalty: 4705.168945
	Iteration 8Q: 3 clusters Score -2751929 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2752220.250000 Penalty: 4705.168945
	Iteration 9Q: 3 clusters Score -2752220 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2752558.000000 Penalty: 4705.168945
	Iteration 10Q: 3 clusters Score -2752558 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2752944.000000 Penalty: 4705.168945
	Iteration 11Q: 3 clusters Score -2752944 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2753335.000000 Penalty: 4705.168945
	Iteration 12Q: 3 clusters Score -2753335 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2753689.250000 Penalty: 4705.168945
	Iteration 13Q: 3 clusters Score -2753689 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2754091.500000 Penalty: 4705.168945
	Iteration 14Q: 3 clusters Score -2754092 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2754451.750000 Penalty: 4705.168945
	Iteration 15Q: 3 clusters Score -2754452 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2754781.750000 Penalty: 4705.168945
	Iteration 16Q: 3 clusters Score -2754782 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2754989.000000 Penalty: 4705.168945
	Iteration 17Q: 3 clusters Score -2754989 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2755117.500000 Penalty: 4705.168945
	Iteration 18Q: 3 clusters Score -2755118 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2755210.250000 Penalty: 4705.168945
	Iteration 19Q: 3 clusters Score -2755210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2755250.500000 Penalty: 4705.168945
	Iteration 20F: 3 clusters Score -2755250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2755285.250000 Penalty: 4705.168945
	Iteration 21Q: 3 clusters Score -2755285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2755331.000000 Penalty: 4705.168945
	Iteration 22Q: 3 clusters Score -2755331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2755347.750000 Penalty: 4705.168945
	Iteration 23Q: 3 clusters Score -2755348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2755355.000000 Penalty: 4705.168945
	Iteration 24Q: 3 clusters Score -2755355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2755365.750000 Penalty: 4705.168945
	Iteration 25Q: 3 clusters Score -2755366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2755369.250000 Penalty: 4705.168945
	Iteration 26Q: 3 clusters Score -2755369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2755373.000000 Penalty: 4705.168945
	Iteration 27Q: 3 clusters Score -2755373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2755371.750000 Penalty: 4705.168945
	Iteration 28Q: 3 clusters Score -2755372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2755377.500000 Penalty: 4705.168945
	Iteration 29Q: 3 clusters Score -2755378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2755377.500000 Penalty: 4705.168945
	Iteration 30Q: 3 clusters Score -2755378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2755377.750000 Penalty: 4705.168945
	Iteration 31Q: 3 clusters Score -2755378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2755372.750000 Penalty: 4705.168945
	Iteration 32Q: 3 clusters Score -2755373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2755375.000000 Penalty: 4705.168945
	Iteration 33Q: 3 clusters Score -2755375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2755375.000000 Penalty: 4705.168945
	Iteration 34F: 3 clusters Score -2755375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -1299276.250000 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -1299276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1293746.000000 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -1293746 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1295204.500000 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -1295204 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1295489.375000 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -1295489 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1295719.875000 Penalty: 4364.482910
	Iteration 3F: 3 clusters Score -1295720 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1295956.750000 Penalty: 4364.482910
	Iteration 4F: 3 clusters Score -1295957 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1296183.125000 Penalty: 4364.482910
	Iteration 5Q: 3 clusters Score -1296183 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1296409.000000 Penalty: 4364.482910
	Iteration 6Q: 3 clusters Score -1296409 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1296602.375000 Penalty: 4364.482910
	Iteration 7Q: 3 clusters Score -1296602 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1296820.000000 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -1296820 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1297018.000000 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -1297018 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1297177.500000 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -1297178 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1297323.500000 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -1297324 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1297435.375000 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -1297435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1297517.125000 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -1297517 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1297590.000000 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -1297590 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1297646.000000 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -1297646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1297692.375000 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -1297692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1297731.000000 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -1297731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1297752.000000 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -1297752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1297776.375000 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -1297776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1297806.000000 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -1297806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1297823.875000 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -1297824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1297832.000000 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -1297832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1297840.750000 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -1297841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1297851.750000 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -1297852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1297863.250000 Penalty: 4364.482910
	Iteration 25Q: 3 clusters Score -1297863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1297865.625000 Penalty: 4364.482910
	Iteration 26Q: 3 clusters Score -1297866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1297874.125000 Penalty: 4364.482910
	Iteration 27Q: 3 clusters Score -1297874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1297879.250000 Penalty: 4364.482910
	Iteration 28Q: 3 clusters Score -1297879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1297883.750000 Penalty: 4364.482910
	Iteration 29Q: 3 clusters Score -1297884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1297886.875000 Penalty: 4364.482910
	Iteration 30Q: 3 clusters Score -1297887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1297891.750000 Penalty: 4364.482910
	Iteration 31Q: 3 clusters Score -1297892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1297890.875000 Penalty: 4364.482910
	Iteration 32Q: 3 clusters Score -1297891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1297894.875000 Penalty: 4364.482910
	Iteration 33Q: 3 clusters Score -1297895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1297891.500000 Penalty: 4364.482910
	Iteration 34Q: 3 clusters Score -1297892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1297891.500000 Penalty: 4364.482910
	Iteration 35F: 3 clusters Score -1297892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (42729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Entering Unmasked Estep 
Score: -8311945.000000 Penalty: 2644.333008
	Iteration 0F: 2 clusters Score -8311945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -8288792.000000 Penalty: 5288.666016
	Iteration 0F: 3 clusters Score -8288792 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -8299507.000000 Penalty: 5288.666016
	Iteration 1F: 3 clusters Score -8299507 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -8300234.500000 Penalty: 5288.666016
	Iteration 2Q: 3 clusters Score -8300234 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -8301118.000000 Penalty: 5288.666016
	Iteration 3Q: 3 clusters Score -8301118 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -8302390.000000 Penalty: 5288.666016
	Iteration 4Q: 3 clusters Score -8302390 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -8304499.000000 Penalty: 5288.666016
	Iteration 5F: 3 clusters Score -8304499 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -8307776.000000 Penalty: 5288.666016
	Iteration 6F: 3 clusters Score -8307776 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -8310782.500000 Penalty: 5288.666016
	Iteration 7F: 3 clusters Score -8310782 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -8312359.500000 Penalty: 5288.666016
	Iteration 8F: 3 clusters Score -8312360 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -8313166.000000 Penalty: 5288.666016
	Iteration 9Q: 3 clusters Score -8313166 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -8313591.500000 Penalty: 5288.666016
	Iteration 10Q: 3 clusters Score -8313592 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8313839.500000 Penalty: 5288.666016
	Iteration 11Q: 3 clusters Score -8313840 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -8313972.500000 Penalty: 5288.666016
	Iteration 12Q: 3 clusters Score -8313972 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -8314083.500000 Penalty: 5288.666016
	Iteration 13Q: 3 clusters Score -8314084 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -8314106.000000 Penalty: 5288.666016
	Iteration 14Q: 3 clusters Score -8314106 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -8314142.500000 Penalty: 5288.666016
	Iteration 15Q: 3 clusters Score -8314142 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -8314156.500000 Penalty: 5288.666016
	Iteration 16Q: 3 clusters Score -8314156 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -8314110.000000 Penalty: 5288.666016
	Iteration 17Q: 3 clusters Score -8314110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -8314097.000000 Penalty: 5288.666016
	Iteration 18Q: 3 clusters Score -8314097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -8314104.000000 Penalty: 5288.666016
	Iteration 19Q: 3 clusters Score -8314104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -8314082.500000 Penalty: 5288.666016
	Iteration 20F: 3 clusters Score -8314082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -8314076.500000 Penalty: 5288.666016
	Iteration 21Q: 3 clusters Score -8314076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -8314067.000000 Penalty: 5288.666016
	Iteration 22Q: 3 clusters Score -8314067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -8314054.500000 Penalty: 5288.666016
	Iteration 23Q: 3 clusters Score -8314054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -8314038.500000 Penalty: 5288.666016
	Iteration 24Q: 3 clusters Score -8314038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -8314030.500000 Penalty: 5288.666016
	Iteration 25Q: 3 clusters Score -8314030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -8314031.000000 Penalty: 5288.666016
	Iteration 26Q: 3 clusters Score -8314031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -8314047.000000 Penalty: 5288.666016
	Iteration 27Q: 3 clusters Score -8314047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -8314055.000000 Penalty: 5288.666016
	Iteration 28Q: 3 clusters Score -8314055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8314065.500000 Penalty: 5288.666016
	Iteration 29Q: 3 clusters Score -8314066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -8314039.500000 Penalty: 5288.666016
	Iteration 30Q: 3 clusters Score -8314040 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8314018.500000 Penalty: 5288.666016
	Iteration 31Q: 3 clusters Score -8314018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -8314047.000000 Penalty: 5288.666016
	Iteration 32Q: 3 clusters Score -8314047 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -8314046.000000 Penalty: 5288.666016
	Iteration 33Q: 3 clusters Score -8314046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -8314007.500000 Penalty: 5288.666016
	Iteration 34Q: 3 clusters Score -8314008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -8314015.500000 Penalty: 5288.666016
	Iteration 35Q: 3 clusters Score -8314016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -8314003.000000 Penalty: 5288.666016
	Iteration 36Q: 3 clusters Score -8314003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -8313998.500000 Penalty: 5288.666016
	Iteration 37Q: 3 clusters Score -8313998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -8314027.500000 Penalty: 5288.666016
	Iteration 38Q: 3 clusters Score -8314028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -8314000.500000 Penalty: 5288.666016
	Iteration 39Q: 3 clusters Score -8314000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -8314018.500000 Penalty: 5288.666016
	Iteration 40F: 3 clusters Score -8314018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -8313999.000000 Penalty: 5288.666016
	Iteration 41Q: 3 clusters Score -8313999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -8313977.500000 Penalty: 5288.666016
	Iteration 42Q: 3 clusters Score -8313978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -8313997.000000 Penalty: 5288.666016
	Iteration 43Q: 3 clusters Score -8313997 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8313986.000000 Penalty: 5288.666016
	Iteration 44Q: 3 clusters Score -8313986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -8313987.500000 Penalty: 5288.666016
	Iteration 45Q: 3 clusters Score -8313988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8313940.000000 Penalty: 5288.666016
	Iteration 46Q: 3 clusters Score -8313940 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -8313859.500000 Penalty: 5288.666016
	Iteration 47Q: 3 clusters Score -8313860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8313862.000000 Penalty: 5288.666016
	Iteration 48Q: 3 clusters Score -8313862 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -8313899.500000 Penalty: 5288.666016
	Iteration 49Q: 3 clusters Score -8313900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -8313886.000000 Penalty: 5288.666016
	Iteration 50Q: 3 clusters Score -8313886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -8313854.000000 Penalty: 5288.666016
	Iteration 51Q: 3 clusters Score -8313854 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -8313868.500000 Penalty: 5288.666016
	Iteration 52Q: 3 clusters Score -8313868 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -8313819.500000 Penalty: 5288.666016
	Iteration 53Q: 3 clusters Score -8313820 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -8313824.500000 Penalty: 5288.666016
	Iteration 54Q: 3 clusters Score -8313824 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -8313690.500000 Penalty: 5288.666016
	Iteration 55Q: 3 clusters Score -8313690 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -8313734.500000 Penalty: 5288.666016
	Iteration 56Q: 3 clusters Score -8313734 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -8313734.000000 Penalty: 5288.666016
	Iteration 57Q: 3 clusters Score -8313734 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -8313577.500000 Penalty: 5288.666016
	Iteration 58Q: 3 clusters Score -8313578 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -8313667.500000 Penalty: 5288.666016
	Iteration 59Q: 3 clusters Score -8313668 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -8313701.500000 Penalty: 5288.666016
	Iteration 60F: 3 clusters Score -8313702 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -8313665.500000 Penalty: 5288.666016
	Iteration 61Q: 3 clusters Score -8313666 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -8313611.000000 Penalty: 5288.666016
	Iteration 62Q: 3 clusters Score -8313611 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -8313737.000000 Penalty: 5288.666016
	Iteration 63Q: 3 clusters Score -8313737 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -8313773.500000 Penalty: 5288.666016
	Iteration 64Q: 3 clusters Score -8313774 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -8313901.500000 Penalty: 5288.666016
	Iteration 65Q: 3 clusters Score -8313902 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -8313854.000000 Penalty: 5288.666016
	Iteration 66Q: 3 clusters Score -8313854 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -8313905.000000 Penalty: 5288.666016
	Iteration 67Q: 3 clusters Score -8313905 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -8313845.500000 Penalty: 5288.666016
	Iteration 68Q: 3 clusters Score -8313846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -8313851.500000 Penalty: 5288.666016
	Iteration 69Q: 3 clusters Score -8313852 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -8313860.500000 Penalty: 5288.666016
	Iteration 70Q: 3 clusters Score -8313860 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -8313813.000000 Penalty: 5288.666016
	Iteration 71Q: 3 clusters Score -8313813 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -8313717.000000 Penalty: 5288.666016
	Iteration 72Q: 3 clusters Score -8313717 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -8313767.500000 Penalty: 5288.666016
	Iteration 73Q: 3 clusters Score -8313768 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -8313738.500000 Penalty: 5288.666016
	Iteration 74Q: 3 clusters Score -8313738 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -8313734.000000 Penalty: 5288.666016
	Iteration 75Q: 3 clusters Score -8313734 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -8313640.000000 Penalty: 5288.666016
	Iteration 76Q: 3 clusters Score -8313640 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -8313549.500000 Penalty: 5288.666016
	Iteration 77Q: 3 clusters Score -8313550 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -8313352.000000 Penalty: 5288.666016
	Iteration 78Q: 3 clusters Score -8313352 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -8313325.000000 Penalty: 5288.666016
	Iteration 79Q: 3 clusters Score -8313325 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -8313134.000000 Penalty: 5288.666016
	Iteration 80F: 3 clusters Score -8313134 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -8313016.000000 Penalty: 5288.666016
	Iteration 81Q: 3 clusters Score -8313016 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -8312772.000000 Penalty: 5288.666016
	Iteration 82Q: 3 clusters Score -8312772 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -8312679.500000 Penalty: 5288.666016
	Iteration 83Q: 3 clusters Score -8312680 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -8312483.500000 Penalty: 5288.666016
	Iteration 84Q: 3 clusters Score -8312484 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -8312157.000000 Penalty: 5288.666016
	Iteration 85Q: 3 clusters Score -8312157 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -8312112.000000 Penalty: 5288.666016
	Iteration 86Q: 3 clusters Score -8312112 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8311958.500000 Penalty: 5288.666016
	Iteration 87Q: 3 clusters Score -8311958 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -8311902.000000 Penalty: 5288.666016
	Iteration 88Q: 3 clusters Score -8311902 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -8311927.000000 Penalty: 5288.666016
	Iteration 89Q: 3 clusters Score -8311927 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -8311924.000000 Penalty: 5288.666016
	Iteration 90Q: 3 clusters Score -8311924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8311924.500000 Penalty: 5288.666016
	Iteration 91Q: 3 clusters Score -8311924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -8311924.500000 Penalty: 5288.666016
	Iteration 92Q: 3 clusters Score -8311924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8311945.000000 Penalty: 5288.666016
	Iteration 93Q: 3 clusters Score -8311945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -8311930.000000 Penalty: 5288.666016
	Iteration 94Q: 3 clusters Score -8311930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -8311930.000000 Penalty: 5288.666016
	Iteration 95Q: 3 clusters Score -8311930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -8311930.500000 Penalty: 5288.666016
	Iteration 96Q: 3 clusters Score -8311930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -8311932.000000 Penalty: 5288.666016
	Iteration 97Q: 3 clusters Score -8311932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -8311932.000000 Penalty: 5288.666016
	Iteration 98F: 3 clusters Score -8311932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -176827.453125 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -176827.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -175016.328125 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -175016.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175771.625000 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -175771.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -176389.296875 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -176389.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -176809.531250 Penalty: 3463.959717
	Iteration 3F: 3 clusters Score -176809.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -177063.843750 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -177063.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -177265.984375 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -177266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -177371.062500 Penalty: 3463.959717
	Iteration 6Q: 3 clusters Score -177371.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -177434.343750 Penalty: 3463.959717
	Iteration 7Q: 3 clusters Score -177434.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -177470.203125 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -177470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -177480.265625 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -177480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -177483.656250 Penalty: 3463.959717
	Iteration 10Q: 3 clusters Score -177483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -177486.281250 Penalty: 3463.959717
	Iteration 11Q: 3 clusters Score -177486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -177489.656250 Penalty: 3463.959717
	Iteration 12Q: 3 clusters Score -177489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177493.359375 Penalty: 3463.959717
	Iteration 13Q: 3 clusters Score -177493.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -177493.359375 Penalty: 3463.959717
	Iteration 14F: 3 clusters Score -177493.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37597 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31761 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27795 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 20675 members 
Mstep: Class 16 contains 16504 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 20 contains 31263 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14478 members 
Mstep: Class 28 contains 28445 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12687 members 
Mstep: Class 32 contains 17056 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35365 members 
Mstep: Class 35 contains 35175 members 
Mstep: Class 36 contains 37302 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43571 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11325 members 
Mstep: Class 45 contains 13177 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42729 members 
Mstep: Class 48 contains 507 members 
Mstep: Class 49 contains 16598 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4624 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14296 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36520 members 
Mstep: Class 60 contains 39573 members 
Mstep: Class 61 contains 15951 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16334 members 
Mstep: Class 65 contains 3213 members 
Mstep: Class 66 contains 19417 members 
Mstep: Class 67 contains 572 members 
Entering Unmasked Estep 
Score: -161346368.000000 Penalty: 226638.109375
Splitting cluster 48 changes total score from -161347456.000000 to -161346368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (16598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Entering Unmasked Estep 
Score: -3310065.000000 Penalty: 2409.825195
	Iteration 0F: 2 clusters Score -3310065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3298376.500000 Penalty: 4819.650391
	Iteration 0F: 3 clusters Score -3298376 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3302228.000000 Penalty: 4819.650391
	Iteration 1F: 3 clusters Score -3302228 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3302634.000000 Penalty: 4819.650391
	Iteration 2F: 3 clusters Score -3302634 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3303038.250000 Penalty: 4819.650391
	Iteration 3F: 3 clusters Score -3303038 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3303483.500000 Penalty: 4819.650391
	Iteration 4Q: 3 clusters Score -3303484 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3304004.750000 Penalty: 4819.650391
	Iteration 5F: 3 clusters Score -3304005 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3304642.250000 Penalty: 4819.650391
	Iteration 6F: 3 clusters Score -3304642 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3305361.250000 Penalty: 4819.650391
	Iteration 7F: 3 clusters Score -3305361 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3306119.250000 Penalty: 4819.650391
	Iteration 8F: 3 clusters Score -3306119 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3306748.000000 Penalty: 4819.650391
	Iteration 9Q: 3 clusters Score -3306748 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3307190.000000 Penalty: 4819.650391
	Iteration 10Q: 3 clusters Score -3307190 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3307440.250000 Penalty: 4819.650391
	Iteration 11Q: 3 clusters Score -3307440 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3307631.750000 Penalty: 4819.650391
	Iteration 12Q: 3 clusters Score -3307632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3307748.000000 Penalty: 4819.650391
	Iteration 13Q: 3 clusters Score -3307748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3307810.000000 Penalty: 4819.650391
	Iteration 14Q: 3 clusters Score -3307810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3307853.250000 Penalty: 4819.650391
	Iteration 15Q: 3 clusters Score -3307853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3307891.000000 Penalty: 4819.650391
	Iteration 16Q: 3 clusters Score -3307891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3307928.500000 Penalty: 4819.650391
	Iteration 17Q: 3 clusters Score -3307928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3307947.000000 Penalty: 4819.650391
	Iteration 18Q: 3 clusters Score -3307947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3307958.750000 Penalty: 4819.650391
	Iteration 19Q: 3 clusters Score -3307959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3307965.500000 Penalty: 4819.650391
	Iteration 20F: 3 clusters Score -3307966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3307973.250000 Penalty: 4819.650391
	Iteration 21Q: 3 clusters Score -3307973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3307977.250000 Penalty: 4819.650391
	Iteration 22Q: 3 clusters Score -3307977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3307978.500000 Penalty: 4819.650391
	Iteration 23Q: 3 clusters Score -3307978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3307978.500000 Penalty: 4819.650391
	Iteration 24F: 3 clusters Score -3307978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 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 177 members 
Entering Unmasked Estep 
Score: -20043.941406 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20043.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20325.347656 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20325.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20483.144531 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -20483.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20560.666016 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -20560.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20588.490234 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -20588.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20617.361328 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -20617.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20639.546875 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -20639.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20660.150391 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -20660.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20677.744141 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -20677.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20693.021484 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -20693.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20716.179688 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -20716.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20745.089844 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -20745.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20797.126953 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -20797.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20832.777344 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -20832.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20865.210938 Penalty: 2892.613770
	Iteration 14Q: 3 clusters Score -20865.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20888.878906 Penalty: 2892.613770
	Iteration 15Q: 3 clusters Score -20888.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20901.509766 Penalty: 2892.613770
	Iteration 16Q: 3 clusters Score -20901.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20924.605469 Penalty: 2892.613770
	Iteration 17Q: 3 clusters Score -20924.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20990.101562 Penalty: 2892.613770
	Iteration 18Q: 3 clusters Score -20990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21001.345703 Penalty: 2892.613770
	Iteration 19Q: 3 clusters Score -21001.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21009.138672 Penalty: 2892.613770
	Iteration 20F: 3 clusters Score -21009.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21023.900391 Penalty: 2892.613770
	Iteration 21Q: 3 clusters Score -21023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21046.138672 Penalty: 2892.613770
	Iteration 22Q: 3 clusters Score -21046.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21050.441406 Penalty: 2892.613770
	Iteration 23Q: 3 clusters Score -21050.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21050.441406 Penalty: 2892.613770
	Iteration 24F: 3 clusters Score -21050.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -111558.648438 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -111558.6 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 329 members 
Entering Unmasked Estep 
Score: -109961.742188 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -109961.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -110237.351562 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -110237.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110300.617188 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -110300.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -110320.867188 Penalty: 3226.126953
	Iteration 3Q: 3 clusters Score -110320.9 nChanged 11
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: -110337.734375 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -110337.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110365.578125 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -110365.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110411.179688 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -110411.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110432.156250 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -110432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -110458.476562 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -110458.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -110488.250000 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -110488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -110504.164062 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -110504.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110528.398438 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -110528.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -110566.851562 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -110566.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -110605.875000 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -110605.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -110680.289062 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -110680.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -110741.421875 Penalty: 3226.126953
	Iteration 15Q: 3 clusters Score -110741.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -110773.265625 Penalty: 3226.126953
	Iteration 16Q: 3 clusters Score -110773.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -110798.367188 Penalty: 3226.126953
	Iteration 17Q: 3 clusters Score -110798.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -110828.757812 Penalty: 3226.126953
	Iteration 18Q: 3 clusters Score -110828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -110838.546875 Penalty: 3226.126953
	Iteration 19Q: 3 clusters Score -110838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -110847.164062 Penalty: 3226.126953
	Iteration 20F: 3 clusters Score -110847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -110850.648438 Penalty: 3226.126953
	Iteration 21Q: 3 clusters Score -110850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -110850.648438 Penalty: 3226.126953
	Iteration 22F: 3 clusters Score -110850.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -116738.968750 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -116739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -115111.453125 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -115111.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115336.789062 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -115336.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -115425.109375 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -115425.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -115495.828125 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -115495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -115545.296875 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -115545.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -115657.656250 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -115657.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -115843.390625 Penalty: 3197.863525
	Iteration 6F: 3 clusters Score -115843.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -116005.218750 Penalty: 3197.863525
	Iteration 7F: 3 clusters Score -116005.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -116141.343750 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -116141.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -116203.117188 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -116203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -116226.843750 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -116226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -116236.632812 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -116236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116238.898438 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -116238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -116246.390625 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -116246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116247.296875 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -116247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -116248.421875 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -116248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -116248.421875 Penalty: 3197.863525
	Iteration 16F: 3 clusters Score -116248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -834591.812500 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -834591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -830455.812500 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -830455.8 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -831590.250000 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -831590.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -832005.125000 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -832005.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -832329.312500 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -832329.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -832664.000000 Penalty: 4167.617676
	Iteration 4F: 3 clusters Score -832664 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -832958.375000 Penalty: 4167.617676
	Iteration 5F: 3 clusters Score -832958.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -833144.875000 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -833144.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -833249.062500 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -833249.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -833318.125000 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -833318.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -833368.312500 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -833368.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -833430.312500 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -833430.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -833506.875000 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -833506.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -833578.250000 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -833578.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -833652.312500 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -833652.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -833724.500000 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -833724.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -833799.250000 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -833799.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -833902.750000 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -833902.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -834039.312500 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -834039.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -834161.062500 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -834161.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -834275.625000 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -834275.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -834377.187500 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -834377.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -834477.750000 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -834477.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -834554.125000 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -834554.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -834610.125000 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -834610.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -834644.625000 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -834644.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -834670.000000 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -834670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -834685.875000 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -834685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -834693.937500 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -834693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -834698.000000 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -834698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -834702.125000 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -834702.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -834706.250000 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -834706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -834706.687500 Penalty: 4167.617676
	Iteration 31Q: 3 clusters Score -834706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -834707.312500 Penalty: 4167.617676
	Iteration 32Q: 3 clusters Score -834707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -834709.750000 Penalty: 4167.617676
	Iteration 33Q: 3 clusters Score -834709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -834709.750000 Penalty: 4167.617676
	Iteration 34F: 3 clusters Score -834709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37597 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31761 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27795 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 20675 members 
Mstep: Class 16 contains 16504 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 20 contains 31263 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14478 members 
Mstep: Class 28 contains 28445 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12687 members 
Mstep: Class 32 contains 17056 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35365 members 
Mstep: Class 35 contains 35175 members 
Mstep: Class 36 contains 37302 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43571 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11325 members 
Mstep: Class 45 contains 13177 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42729 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16598 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 3459 members 
Mstep: Class 54 contains 4624 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14296 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36520 members 
Mstep: Class 60 contains 39573 members 
Mstep: Class 61 contains 15951 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16334 members 
Mstep: Class 65 contains 3213 members 
Mstep: Class 66 contains 19417 members 
Mstep: Class 67 contains 999 members 
Entering Unmasked Estep 
Score: -161346000.000000 Penalty: 226638.109375
Splitting cluster 53 changes total score from -161347456.000000 to -161346000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -877028.812500 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -877028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -872719.625000 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -872719.6 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -873862.750000 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -873862.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -874179.375000 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -874179.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -874384.500000 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -874384.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -874606.187500 Penalty: 4185.751465
	Iteration 4F: 3 clusters Score -874606.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -874801.812500 Penalty: 4185.751465
	Iteration 5F: 3 clusters Score -874801.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -874968.687500 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -874968.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -875131.312500 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -875131.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -875262.500000 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -875262.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -875394.812500 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -875394.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -875516.187500 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -875516.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -875595.250000 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -875595.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -875658.375000 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -875658.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -875719.000000 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -875719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -875762.875000 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -875762.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -875804.500000 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -875804.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -875847.187500 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -875847.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -875878.000000 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -875878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -875906.312500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -875906.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -875944.625000 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -875944.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -875966.187500 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -875966.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -875981.187500 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -875981.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -876000.437500 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -876000.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -876015.000000 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -876015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -876029.750000 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -876029.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -876041.062500 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -876041.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -876049.062500 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -876049.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -876052.562500 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -876052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -876054.687500 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -876054.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -876056.125000 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -876056.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -876060.125000 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -876060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -876060.687500 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -876060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -876063.562500 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -876063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -876063.937500 Penalty: 4185.751465
	Iteration 33Q: 3 clusters Score -876063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -876064.500000 Penalty: 4185.751465
	Iteration 34Q: 3 clusters Score -876064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -876065.500000 Penalty: 4185.751465
	Iteration 35Q: 3 clusters Score -876065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -876065.062500 Penalty: 4185.751465
	Iteration 36Q: 3 clusters Score -876065.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -876065.062500 Penalty: 4185.751465
	Iteration 37F: 3 clusters Score -876065.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -63844.210938 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -63844.21 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 214 members 
Entering Unmasked Estep 
Score: -62537.703125 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -62537.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62737.132812 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -62737.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62810.554688 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -62810.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62844.554688 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -62844.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62866.390625 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -62866.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62871.175781 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -62871.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62871.175781 Penalty: 2968.032471
	Iteration 6F: 3 clusters Score -62871.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (14296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Entering Unmasked Estep 
Score: -2990756.000000 Penalty: 2372.798096
	Iteration 0F: 2 clusters Score -2990756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2980354.500000 Penalty: 4745.596191
	Iteration 0F: 3 clusters Score -2980354 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2983628.500000 Penalty: 4745.596191
	Iteration 1F: 3 clusters Score -2983628 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2983947.250000 Penalty: 4745.596191
	Iteration 2F: 3 clusters Score -2983947 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2984175.750000 Penalty: 4745.596191
	Iteration 3Q: 3 clusters Score -2984176 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2984336.000000 Penalty: 4745.596191
	Iteration 4Q: 3 clusters Score -2984336 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2984462.250000 Penalty: 4745.596191
	Iteration 5Q: 3 clusters Score -2984462 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2984551.250000 Penalty: 4745.596191
	Iteration 6Q: 3 clusters Score -2984551 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2984637.750000 Penalty: 4745.596191
	Iteration 7Q: 3 clusters Score -2984638 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2984722.500000 Penalty: 4745.596191
	Iteration 8Q: 3 clusters Score -2984722 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2984791.250000 Penalty: 4745.596191
	Iteration 9Q: 3 clusters Score -2984791 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2984868.250000 Penalty: 4745.596191
	Iteration 10Q: 3 clusters Score -2984868 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2984960.500000 Penalty: 4745.596191
	Iteration 11Q: 3 clusters Score -2984960 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2985092.250000 Penalty: 4745.596191
	Iteration 12Q: 3 clusters Score -2985092 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2985247.000000 Penalty: 4745.596191
	Iteration 13Q: 3 clusters Score -2985247 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2985445.250000 Penalty: 4745.596191
	Iteration 14Q: 3 clusters Score -2985445 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2985707.000000 Penalty: 4745.596191
	Iteration 15Q: 3 clusters Score -2985707 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2986080.250000 Penalty: 4745.596191
	Iteration 16Q: 3 clusters Score -2986080 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2986552.000000 Penalty: 4745.596191
	Iteration 17Q: 3 clusters Score -2986552 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2987081.750000 Penalty: 4745.596191
	Iteration 18Q: 3 clusters Score -2987082 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2987553.250000 Penalty: 4745.596191
	Iteration 19Q: 3 clusters Score -2987553 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2987923.500000 Penalty: 4745.596191
	Iteration 20F: 3 clusters Score -2987924 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2988186.000000 Penalty: 4745.596191
	Iteration 21Q: 3 clusters Score -2988186 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2988329.000000 Penalty: 4745.596191
	Iteration 22Q: 3 clusters Score -2988329 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2988444.500000 Penalty: 4745.596191
	Iteration 23Q: 3 clusters Score -2988444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2988518.750000 Penalty: 4745.596191
	Iteration 24Q: 3 clusters Score -2988519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2988570.250000 Penalty: 4745.596191
	Iteration 25Q: 3 clusters Score -2988570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2988603.500000 Penalty: 4745.596191
	Iteration 26Q: 3 clusters Score -2988604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2988622.250000 Penalty: 4745.596191
	Iteration 27Q: 3 clusters Score -2988622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2988631.000000 Penalty: 4745.596191
	Iteration 28Q: 3 clusters Score -2988631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2988645.500000 Penalty: 4745.596191
	Iteration 29Q: 3 clusters Score -2988646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2988659.250000 Penalty: 4745.596191
	Iteration 30Q: 3 clusters Score -2988659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2988665.000000 Penalty: 4745.596191
	Iteration 31Q: 3 clusters Score -2988665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2988664.250000 Penalty: 4745.596191
	Iteration 32Q: 3 clusters Score -2988664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2988667.750000 Penalty: 4745.596191
	Iteration 33Q: 3 clusters Score -2988668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2988672.750000 Penalty: 4745.596191
	Iteration 34Q: 3 clusters Score -2988673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2988671.250000 Penalty: 4745.596191
	Iteration 35Q: 3 clusters Score -2988671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2988671.250000 Penalty: 4745.596191
	Iteration 36F: 3 clusters Score -2988671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (15696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Entering Unmasked Estep 
Score: -3290793.250000 Penalty: 2395.968018
	Iteration 0F: 2 clusters Score -3290793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3279724.750000 Penalty: 4791.936035
	Iteration 0F: 3 clusters Score -3279725 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3283404.250000 Penalty: 4791.936035
	Iteration 1F: 3 clusters Score -3283404 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3283733.500000 Penalty: 4791.936035
	Iteration 2F: 3 clusters Score -3283734 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3284007.500000 Penalty: 4791.936035
	Iteration 3Q: 3 clusters Score -3284008 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3284282.250000 Penalty: 4791.936035
	Iteration 4Q: 3 clusters Score -3284282 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3284625.250000 Penalty: 4791.936035
	Iteration 5Q: 3 clusters Score -3284625 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3285012.750000 Penalty: 4791.936035
	Iteration 6Q: 3 clusters Score -3285013 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3285449.250000 Penalty: 4791.936035
	Iteration 7Q: 3 clusters Score -3285449 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3285988.750000 Penalty: 4791.936035
	Iteration 8F: 3 clusters Score -3285989 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3286542.000000 Penalty: 4791.936035
	Iteration 9F: 3 clusters Score -3286542 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3287199.500000 Penalty: 4791.936035
	Iteration 10F: 3 clusters Score -3287200 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3287768.000000 Penalty: 4791.936035
	Iteration 11Q: 3 clusters Score -3287768 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3288146.250000 Penalty: 4791.936035
	Iteration 12Q: 3 clusters Score -3288146 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3288420.000000 Penalty: 4791.936035
	Iteration 13Q: 3 clusters Score -3288420 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3288546.750000 Penalty: 4791.936035
	Iteration 14Q: 3 clusters Score -3288547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3288609.250000 Penalty: 4791.936035
	Iteration 15Q: 3 clusters Score -3288609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3288651.250000 Penalty: 4791.936035
	Iteration 16Q: 3 clusters Score -3288651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3288686.000000 Penalty: 4791.936035
	Iteration 17Q: 3 clusters Score -3288686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3288717.250000 Penalty: 4791.936035
	Iteration 18Q: 3 clusters Score -3288717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3288730.000000 Penalty: 4791.936035
	Iteration 19Q: 3 clusters Score -3288730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3288732.000000 Penalty: 4791.936035
	Iteration 20F: 3 clusters Score -3288732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3288733.250000 Penalty: 4791.936035
	Iteration 21Q: 3 clusters Score -3288733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3288743.750000 Penalty: 4791.936035
	Iteration 22Q: 3 clusters Score -3288744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3288748.000000 Penalty: 4791.936035
	Iteration 23Q: 3 clusters Score -3288748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3288749.000000 Penalty: 4791.936035
	Iteration 24Q: 3 clusters Score -3288749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3288750.000000 Penalty: 4791.936035
	Iteration 25Q: 3 clusters Score -3288750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3288750.000000 Penalty: 4791.936035
	Iteration 26F: 3 clusters Score -3288750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -379830.937500 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -379830.9 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 1028 members 
Entering Unmasked Estep 
Score: -377222.187500 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -377222.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -377690.906250 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -377690.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -377817.875000 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -377817.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -377880.562500 Penalty: 3773.507568
	Iteration 3Q: 3 clusters Score -377880.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -377920.156250 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -377920.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -377940.625000 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -377940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -377952.375000 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -377952.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -377960.250000 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -377960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -377967.750000 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -377967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -377973.843750 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -377973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -377976.843750 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -377976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -377981.531250 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -377981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -377985.031250 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -377985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -377986.656250 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -377986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -377986.781250 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -377986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -377987.906250 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -377987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -377991.968750 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -377992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -377999.250000 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -377999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -378006.718750 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -378006.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -378012.500000 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -378012.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -378023.093750 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -378023.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -378035.625000 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -378035.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -378040.218750 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -378040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -378044.093750 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -378044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -378045.781250 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -378045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -378046.750000 Penalty: 3773.507568
	Iteration 25Q: 3 clusters Score -378046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -378046.906250 Penalty: 3773.507568
	Iteration 26Q: 3 clusters Score -378046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -378046.906250 Penalty: 3773.507568
	Iteration 27F: 3 clusters Score -378046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (36520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Entering Unmasked Estep 
Score: -7105506.000000 Penalty: 2605.392578
	Iteration 0F: 2 clusters Score -7105506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -7082988.000000 Penalty: 5210.785156
	Iteration 0F: 3 clusters Score -7082988 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -7092093.000000 Penalty: 5210.785156
	Iteration 1F: 3 clusters Score -7092093 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -7092633.000000 Penalty: 5210.785156
	Iteration 2Q: 3 clusters Score -7092633 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -7093281.000000 Penalty: 5210.785156
	Iteration 3Q: 3 clusters Score -7093281 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7094062.000000 Penalty: 5210.785156
	Iteration 4Q: 3 clusters Score -7094062 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -7095114.500000 Penalty: 5210.785156
	Iteration 5F: 3 clusters Score -7095114 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -7096535.500000 Penalty: 5210.785156
	Iteration 6F: 3 clusters Score -7096536 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7098376.500000 Penalty: 5210.785156
	Iteration 7F: 3 clusters Score -7098376 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -7100049.500000 Penalty: 5210.785156
	Iteration 8F: 3 clusters Score -7100050 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -7101348.500000 Penalty: 5210.785156
	Iteration 9F: 3 clusters Score -7101348 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -7102221.500000 Penalty: 5210.785156
	Iteration 10Q: 3 clusters Score -7102222 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -7102708.500000 Penalty: 5210.785156
	Iteration 11Q: 3 clusters Score -7102708 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7102920.000000 Penalty: 5210.785156
	Iteration 12Q: 3 clusters Score -7102920 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -7103063.500000 Penalty: 5210.785156
	Iteration 13Q: 3 clusters Score -7103064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -7103108.000000 Penalty: 5210.785156
	Iteration 14Q: 3 clusters Score -7103108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7103152.000000 Penalty: 5210.785156
	Iteration 15Q: 3 clusters Score -7103152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -7103166.000000 Penalty: 5210.785156
	Iteration 16Q: 3 clusters Score -7103166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -7103165.500000 Penalty: 5210.785156
	Iteration 17Q: 3 clusters Score -7103166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -7103193.000000 Penalty: 5210.785156
	Iteration 18Q: 3 clusters Score -7103193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7103188.500000 Penalty: 5210.785156
	Iteration 19Q: 3 clusters Score -7103188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -7103218.500000 Penalty: 5210.785156
	Iteration 20F: 3 clusters Score -7103218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -7103232.500000 Penalty: 5210.785156
	Iteration 21Q: 3 clusters Score -7103232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -7103251.500000 Penalty: 5210.785156
	Iteration 22Q: 3 clusters Score -7103252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -7103249.000000 Penalty: 5210.785156
	Iteration 23Q: 3 clusters Score -7103249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7103251.000000 Penalty: 5210.785156
	Iteration 24Q: 3 clusters Score -7103251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7103251.000000 Penalty: 5210.785156
	Iteration 25F: 3 clusters Score -7103251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (39573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Entering Unmasked Estep 
Score: -7705421.500000 Penalty: 2625.303711
	Iteration 0F: 2 clusters Score -7705422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -7682364.500000 Penalty: 5250.607422
	Iteration 0F: 3 clusters Score -7682364 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -7692256.000000 Penalty: 5250.607422
	Iteration 1F: 3 clusters Score -7692256 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -7692718.500000 Penalty: 5250.607422
	Iteration 2Q: 3 clusters Score -7692718 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -7693171.500000 Penalty: 5250.607422
	Iteration 3Q: 3 clusters Score -7693172 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -7693587.000000 Penalty: 5250.607422
	Iteration 4Q: 3 clusters Score -7693587 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -7693971.500000 Penalty: 5250.607422
	Iteration 5Q: 3 clusters Score -7693972 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -7694388.500000 Penalty: 5250.607422
	Iteration 6Q: 3 clusters Score -7694388 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -7694754.000000 Penalty: 5250.607422
	Iteration 7Q: 3 clusters Score -7694754 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -7695265.500000 Penalty: 5250.607422
	Iteration 8Q: 3 clusters Score -7695266 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -7696035.000000 Penalty: 5250.607422
	Iteration 9Q: 3 clusters Score -7696035 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -7696987.500000 Penalty: 5250.607422
	Iteration 10Q: 3 clusters Score -7696988 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -7698785.000000 Penalty: 5250.607422
	Iteration 11F: 3 clusters Score -7698785 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -7700651.500000 Penalty: 5250.607422
	Iteration 12F: 3 clusters Score -7700652 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -7702013.500000 Penalty: 5250.607422
	Iteration 13F: 3 clusters Score -7702014 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -7702777.500000 Penalty: 5250.607422
	Iteration 14Q: 3 clusters Score -7702778 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -7703269.500000 Penalty: 5250.607422
	Iteration 15Q: 3 clusters Score -7703270 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -7703548.500000 Penalty: 5250.607422
	Iteration 16Q: 3 clusters Score -7703548 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -7703749.000000 Penalty: 5250.607422
	Iteration 17Q: 3 clusters Score -7703749 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -7703954.500000 Penalty: 5250.607422
	Iteration 18Q: 3 clusters Score -7703954 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -7704082.500000 Penalty: 5250.607422
	Iteration 19Q: 3 clusters Score -7704082 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -7704286.500000 Penalty: 5250.607422
	Iteration 20F: 3 clusters Score -7704286 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -7704449.000000 Penalty: 5250.607422
	Iteration 21Q: 3 clusters Score -7704449 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -7704584.000000 Penalty: 5250.607422
	Iteration 22Q: 3 clusters Score -7704584 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -7704721.500000 Penalty: 5250.607422
	Iteration 23Q: 3 clusters Score -7704722 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -7704839.500000 Penalty: 5250.607422
	Iteration 24Q: 3 clusters Score -7704840 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -7704957.000000 Penalty: 5250.607422
	Iteration 25Q: 3 clusters Score -7704957 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -7705016.500000 Penalty: 5250.607422
	Iteration 26Q: 3 clusters Score -7705016 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -7705005.500000 Penalty: 5250.607422
	Iteration 27Q: 3 clusters Score -7705006 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -7704994.000000 Penalty: 5250.607422
	Iteration 28Q: 3 clusters Score -7704994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -7704998.000000 Penalty: 5250.607422
	Iteration 29Q: 3 clusters Score -7704998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -7705013.000000 Penalty: 5250.607422
	Iteration 30Q: 3 clusters Score -7705013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -7705015.500000 Penalty: 5250.607422
	Iteration 31Q: 3 clusters Score -7705016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7705011.000000 Penalty: 5250.607422
	Iteration 32Q: 3 clusters Score -7705011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7705027.500000 Penalty: 5250.607422
	Iteration 33Q: 3 clusters Score -7705028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -7705032.500000 Penalty: 5250.607422
	Iteration 34Q: 3 clusters Score -7705032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -7705027.000000 Penalty: 5250.607422
	Iteration 35Q: 3 clusters Score -7705027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -7705031.000000 Penalty: 5250.607422
	Iteration 36Q: 3 clusters Score -7705031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -7705022.500000 Penalty: 5250.607422
	Iteration 37Q: 3 clusters Score -7705022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -7705032.500000 Penalty: 5250.607422
	Iteration 38Q: 3 clusters Score -7705032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -7705021.500000 Penalty: 5250.607422
	Iteration 39Q: 3 clusters Score -7705022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -7705020.500000 Penalty: 5250.607422
	Iteration 40F: 3 clusters Score -7705020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -7705015.500000 Penalty: 5250.607422
	Iteration 41Q: 3 clusters Score -7705016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -7705029.000000 Penalty: 5250.607422
	Iteration 42Q: 3 clusters Score -7705029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -7705028.500000 Penalty: 5250.607422
	Iteration 43Q: 3 clusters Score -7705028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -7705033.000000 Penalty: 5250.607422
	Iteration 44Q: 3 clusters Score -7705033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -7705036.000000 Penalty: 5250.607422
	Iteration 45Q: 3 clusters Score -7705036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -7705034.000000 Penalty: 5250.607422
	Iteration 46Q: 3 clusters Score -7705034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7705022.000000 Penalty: 5250.607422
	Iteration 47Q: 3 clusters Score -7705022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -7705039.500000 Penalty: 5250.607422
	Iteration 48Q: 3 clusters Score -7705040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -7705035.000000 Penalty: 5250.607422
	Iteration 49Q: 3 clusters Score -7705035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -7705025.000000 Penalty: 5250.607422
	Iteration 50Q: 3 clusters Score -7705025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -7705035.500000 Penalty: 5250.607422
	Iteration 51Q: 3 clusters Score -7705036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -7705024.000000 Penalty: 5250.607422
	Iteration 52Q: 3 clusters Score -7705024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -7705031.500000 Penalty: 5250.607422
	Iteration 53Q: 3 clusters Score -7705032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -7705038.000000 Penalty: 5250.607422
	Iteration 54Q: 3 clusters Score -7705038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7705015.500000 Penalty: 5250.607422
	Iteration 55Q: 3 clusters Score -7705016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -7705026.000000 Penalty: 5250.607422
	Iteration 56Q: 3 clusters Score -7705026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -7705019.500000 Penalty: 5250.607422
	Iteration 57Q: 3 clusters Score -7705020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -7705023.000000 Penalty: 5250.607422
	Iteration 58Q: 3 clusters Score -7705023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -7705024.000000 Penalty: 5250.607422
	Iteration 59Q: 3 clusters Score -7705024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -7705022.000000 Penalty: 5250.607422
	Iteration 60F: 3 clusters Score -7705022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -7705017.000000 Penalty: 5250.607422
	Iteration 61Q: 3 clusters Score -7705017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -7705002.000000 Penalty: 5250.607422
	Iteration 62Q: 3 clusters Score -7705002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -7705008.500000 Penalty: 5250.607422
	Iteration 63Q: 3 clusters Score -7705008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -7705016.000000 Penalty: 5250.607422
	Iteration 64Q: 3 clusters Score -7705016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -7704996.500000 Penalty: 5250.607422
	Iteration 65Q: 3 clusters Score -7704996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -7705008.500000 Penalty: 5250.607422
	Iteration 66Q: 3 clusters Score -7705008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -7705009.500000 Penalty: 5250.607422
	Iteration 67Q: 3 clusters Score -7705010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -7705001.500000 Penalty: 5250.607422
	Iteration 68Q: 3 clusters Score -7705002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -7704995.000000 Penalty: 5250.607422
	Iteration 69Q: 3 clusters Score -7704995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -7704996.500000 Penalty: 5250.607422
	Iteration 70Q: 3 clusters Score -7704996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -7704993.000000 Penalty: 5250.607422
	Iteration 71Q: 3 clusters Score -7704993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -7704981.000000 Penalty: 5250.607422
	Iteration 72Q: 3 clusters Score -7704981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -7704988.000000 Penalty: 5250.607422
	Iteration 73Q: 3 clusters Score -7704988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -7704989.000000 Penalty: 5250.607422
	Iteration 74Q: 3 clusters Score -7704989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -7704997.500000 Penalty: 5250.607422
	Iteration 75Q: 3 clusters Score -7704998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7704999.000000 Penalty: 5250.607422
	Iteration 76Q: 3 clusters Score -7704999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -7704987.000000 Penalty: 5250.607422
	Iteration 77Q: 3 clusters Score -7704987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7705002.500000 Penalty: 5250.607422
	Iteration 78Q: 3 clusters Score -7705002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -7705007.500000 Penalty: 5250.607422
	Iteration 79Q: 3 clusters Score -7705008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7705004.000000 Penalty: 5250.607422
	Iteration 80F: 3 clusters Score -7705004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -7705000.000000 Penalty: 5250.607422
	Iteration 81Q: 3 clusters Score -7705000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -7705006.500000 Penalty: 5250.607422
	Iteration 82Q: 3 clusters Score -7705006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -7705001.500000 Penalty: 5250.607422
	Iteration 83Q: 3 clusters Score -7705002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -7705004.000000 Penalty: 5250.607422
	Iteration 84Q: 3 clusters Score -7705004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -7705002.500000 Penalty: 5250.607422
	Iteration 85Q: 3 clusters Score -7705002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -7705009.500000 Penalty: 5250.607422
	Iteration 86Q: 3 clusters Score -7705010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -7705002.500000 Penalty: 5250.607422
	Iteration 87Q: 3 clusters Score -7705002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -7705007.500000 Penalty: 5250.607422
	Iteration 88Q: 3 clusters Score -7705008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -7705010.500000 Penalty: 5250.607422
	Iteration 89Q: 3 clusters Score -7705010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -7705016.500000 Penalty: 5250.607422
	Iteration 90Q: 3 clusters Score -7705016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -7705014.000000 Penalty: 5250.607422
	Iteration 91Q: 3 clusters Score -7705014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -7705014.000000 Penalty: 5250.607422
	Iteration 92F: 3 clusters Score -7705014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (15951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Entering Unmasked Estep 
Score: -3367184.500000 Penalty: 2399.964600
	Iteration 0F: 2 clusters Score -3367184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3356897.500000 Penalty: 4799.929199
	Iteration 0F: 3 clusters Score -3356898 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3360513.250000 Penalty: 4799.929199
	Iteration 1F: 3 clusters Score -3360513 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3360859.000000 Penalty: 4799.929199
	Iteration 2F: 3 clusters Score -3360859 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3361156.750000 Penalty: 4799.929199
	Iteration 3Q: 3 clusters Score -3361157 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3361386.750000 Penalty: 4799.929199
	Iteration 4Q: 3 clusters Score -3361387 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3361586.000000 Penalty: 4799.929199
	Iteration 5Q: 3 clusters Score -3361586 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3361871.250000 Penalty: 4799.929199
	Iteration 6Q: 3 clusters Score -3361871 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3362196.750000 Penalty: 4799.929199
	Iteration 7Q: 3 clusters Score -3362197 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3362619.500000 Penalty: 4799.929199
	Iteration 8Q: 3 clusters Score -3362620 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3363165.500000 Penalty: 4799.929199
	Iteration 9F: 3 clusters Score -3363166 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3363728.500000 Penalty: 4799.929199
	Iteration 10F: 3 clusters Score -3363728 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3364158.000000 Penalty: 4799.929199
	Iteration 11Q: 3 clusters Score -3364158 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3364525.750000 Penalty: 4799.929199
	Iteration 12Q: 3 clusters Score -3364526 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3364788.250000 Penalty: 4799.929199
	Iteration 13Q: 3 clusters Score -3364788 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3364924.000000 Penalty: 4799.929199
	Iteration 14Q: 3 clusters Score -3364924 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3365006.000000 Penalty: 4799.929199
	Iteration 15Q: 3 clusters Score -3365006 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3365049.750000 Penalty: 4799.929199
	Iteration 16Q: 3 clusters Score -3365050 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3365089.000000 Penalty: 4799.929199
	Iteration 17Q: 3 clusters Score -3365089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3365134.750000 Penalty: 4799.929199
	Iteration 18Q: 3 clusters Score -3365135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3365160.500000 Penalty: 4799.929199
	Iteration 19Q: 3 clusters Score -3365160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3365173.000000 Penalty: 4799.929199
	Iteration 20F: 3 clusters Score -3365173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3365186.750000 Penalty: 4799.929199
	Iteration 21Q: 3 clusters Score -3365187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3365209.750000 Penalty: 4799.929199
	Iteration 22Q: 3 clusters Score -3365210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3365217.500000 Penalty: 4799.929199
	Iteration 23Q: 3 clusters Score -3365218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3365234.750000 Penalty: 4799.929199
	Iteration 24Q: 3 clusters Score -3365235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3365235.500000 Penalty: 4799.929199
	Iteration 25Q: 3 clusters Score -3365236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3365250.500000 Penalty: 4799.929199
	Iteration 26Q: 3 clusters Score -3365250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3365269.000000 Penalty: 4799.929199
	Iteration 27Q: 3 clusters Score -3365269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3365271.750000 Penalty: 4799.929199
	Iteration 28Q: 3 clusters Score -3365272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3365276.500000 Penalty: 4799.929199
	Iteration 29Q: 3 clusters Score -3365276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3365283.250000 Penalty: 4799.929199
	Iteration 30Q: 3 clusters Score -3365283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3365287.500000 Penalty: 4799.929199
	Iteration 31Q: 3 clusters Score -3365288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3365284.750000 Penalty: 4799.929199
	Iteration 32Q: 3 clusters Score -3365285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3365288.250000 Penalty: 4799.929199
	Iteration 33Q: 3 clusters Score -3365288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3365291.250000 Penalty: 4799.929199
	Iteration 34Q: 3 clusters Score -3365291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3365288.250000 Penalty: 4799.929199
	Iteration 35Q: 3 clusters Score -3365288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3365288.250000 Penalty: 4799.929199
	Iteration 36F: 3 clusters Score -3365288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -67969.945312 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -67969.95 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 182 members 
Entering Unmasked Estep 
Score: -66568.937500 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -66568.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -66729.679688 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -66729.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66778.429688 Penalty: 2963.009521
	Iteration 2Q: 3 clusters Score -66778.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66788.562500 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -66788.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66792.695312 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -66792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66792.695312 Penalty: 2963.009521
	Iteration 5F: 3 clusters Score -66792.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -86032.078125 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -86032.08 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 325 members 
Entering Unmasked Estep 
Score: -84538.421875 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -84538.42 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84945.289062 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -84945.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85157.414062 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -85157.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85239.367188 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -85239.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85302.937500 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -85302.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85370.187500 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -85370.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85399.539062 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -85399.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85407.101562 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -85407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85421.515625 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -85421.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85438.968750 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -85438.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85464.851562 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -85464.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85471.414062 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -85471.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85472.062500 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -85472.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85519.445312 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -85519.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85547.359375 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -85547.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85552.679688 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -85552.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85558.312500 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -85558.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85559.914062 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -85559.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85559.914062 Penalty: 3176.993408
	Iteration 18F: 3 clusters Score -85559.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (16334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Entering Unmasked Estep 
Score: -3440833.750000 Penalty: 2405.849121
	Iteration 0F: 2 clusters Score -3440834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3429953.500000 Penalty: 4811.698242
	Iteration 0F: 3 clusters Score -3429954 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3433675.500000 Penalty: 4811.698242
	Iteration 1F: 3 clusters Score -3433676 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3434029.250000 Penalty: 4811.698242
	Iteration 2F: 3 clusters Score -3434029 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3434344.000000 Penalty: 4811.698242
	Iteration 3Q: 3 clusters Score -3434344 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3434670.000000 Penalty: 4811.698242
	Iteration 4Q: 3 clusters Score -3434670 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3434927.750000 Penalty: 4811.698242
	Iteration 5Q: 3 clusters Score -3434928 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3435232.750000 Penalty: 4811.698242
	Iteration 6Q: 3 clusters Score -3435233 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3435642.750000 Penalty: 4811.698242
	Iteration 7Q: 3 clusters Score -3435643 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3436155.000000 Penalty: 4811.698242
	Iteration 8Q: 3 clusters Score -3436155 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3436737.500000 Penalty: 4811.698242
	Iteration 9F: 3 clusters Score -3436738 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3437295.250000 Penalty: 4811.698242
	Iteration 10F: 3 clusters Score -3437295 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3437706.500000 Penalty: 4811.698242
	Iteration 11Q: 3 clusters Score -3437706 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3438021.750000 Penalty: 4811.698242
	Iteration 12Q: 3 clusters Score -3438022 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3438266.250000 Penalty: 4811.698242
	Iteration 13Q: 3 clusters Score -3438266 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3438409.250000 Penalty: 4811.698242
	Iteration 14Q: 3 clusters Score -3438409 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3438515.250000 Penalty: 4811.698242
	Iteration 15Q: 3 clusters Score -3438515 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3438563.500000 Penalty: 4811.698242
	Iteration 16Q: 3 clusters Score -3438564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3438619.250000 Penalty: 4811.698242
	Iteration 17Q: 3 clusters Score -3438619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3438667.500000 Penalty: 4811.698242
	Iteration 18Q: 3 clusters Score -3438668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3438711.750000 Penalty: 4811.698242
	Iteration 19Q: 3 clusters Score -3438712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3438730.000000 Penalty: 4811.698242
	Iteration 20F: 3 clusters Score -3438730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3438739.000000 Penalty: 4811.698242
	Iteration 21Q: 3 clusters Score -3438739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3438750.500000 Penalty: 4811.698242
	Iteration 22Q: 3 clusters Score -3438750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3438772.250000 Penalty: 4811.698242
	Iteration 23Q: 3 clusters Score -3438772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3438782.500000 Penalty: 4811.698242
	Iteration 24Q: 3 clusters Score -3438782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3438783.750000 Penalty: 4811.698242
	Iteration 25Q: 3 clusters Score -3438784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3438787.750000 Penalty: 4811.698242
	Iteration 26Q: 3 clusters Score -3438788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3438790.250000 Penalty: 4811.698242
	Iteration 27Q: 3 clusters Score -3438790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3438799.750000 Penalty: 4811.698242
	Iteration 28Q: 3 clusters Score -3438800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3438803.250000 Penalty: 4811.698242
	Iteration 29Q: 3 clusters Score -3438803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3438806.000000 Penalty: 4811.698242
	Iteration 30Q: 3 clusters Score -3438806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3438807.000000 Penalty: 4811.698242
	Iteration 31Q: 3 clusters Score -3438807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3438809.750000 Penalty: 4811.698242
	Iteration 32Q: 3 clusters Score -3438810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3438812.750000 Penalty: 4811.698242
	Iteration 33Q: 3 clusters Score -3438813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3438811.750000 Penalty: 4811.698242
	Iteration 34Q: 3 clusters Score -3438812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3438811.750000 Penalty: 4811.698242
	Iteration 35F: 3 clusters Score -3438812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -607878.250000 Penalty: 2002.590210
	Iteration 0F: 2 clusters Score -607878.2 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 1593 members 
Entering Unmasked Estep 
Score: -604436.687500 Penalty: 4005.180420
	Iteration 0F: 3 clusters Score -604436.7 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -605167.062500 Penalty: 4005.180420
	Iteration 1F: 3 clusters Score -605167.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -605351.812500 Penalty: 4005.180420
	Iteration 2F: 3 clusters Score -605351.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -605463.625000 Penalty: 4005.180420
	Iteration 3F: 3 clusters Score -605463.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -605524.937500 Penalty: 4005.180420
	Iteration 4Q: 3 clusters Score -605524.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -605564.937500 Penalty: 4005.180420
	Iteration 5Q: 3 clusters Score -605564.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -605591.687500 Penalty: 4005.180420
	Iteration 6Q: 3 clusters Score -605591.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -605622.062500 Penalty: 4005.180420
	Iteration 7Q: 3 clusters Score -605622.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -605646.875000 Penalty: 4005.180420
	Iteration 8Q: 3 clusters Score -605646.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -605662.250000 Penalty: 4005.180420
	Iteration 9Q: 3 clusters Score -605662.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -605673.500000 Penalty: 4005.180420
	Iteration 10Q: 3 clusters Score -605673.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -605678.937500 Penalty: 4005.180420
	Iteration 11Q: 3 clusters Score -605678.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -605686.187500 Penalty: 4005.180420
	Iteration 12Q: 3 clusters Score -605686.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -605692.750000 Penalty: 4005.180420
	Iteration 13Q: 3 clusters Score -605692.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -605699.937500 Penalty: 4005.180420
	Iteration 14Q: 3 clusters Score -605699.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -605708.687500 Penalty: 4005.180420
	Iteration 15Q: 3 clusters Score -605708.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -605717.500000 Penalty: 4005.180420
	Iteration 16Q: 3 clusters Score -605717.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -605721.687500 Penalty: 4005.180420
	Iteration 17Q: 3 clusters Score -605721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -605725.187500 Penalty: 4005.180420
	Iteration 18Q: 3 clusters Score -605725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -605725.750000 Penalty: 4005.180420
	Iteration 19Q: 3 clusters Score -605725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -605726.187500 Penalty: 4005.180420
	Iteration 20F: 3 clusters Score -605726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -605727.875000 Penalty: 4005.180420
	Iteration 21Q: 3 clusters Score -605727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -605730.750000 Penalty: 4005.180420
	Iteration 22Q: 3 clusters Score -605730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -605732.812500 Penalty: 4005.180420
	Iteration 23Q: 3 clusters Score -605732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -605734.312500 Penalty: 4005.180420
	Iteration 24Q: 3 clusters Score -605734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -605736.625000 Penalty: 4005.180420
	Iteration 25Q: 3 clusters Score -605736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -605736.750000 Penalty: 4005.180420
	Iteration 26Q: 3 clusters Score -605736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -605736.750000 Penalty: 4005.180420
	Iteration 27F: 3 clusters Score -605736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (19417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Entering Unmasked Estep 
Score: -4104816.250000 Penalty: 2448.728271
	Iteration 0F: 2 clusters Score -4104816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4094128.250000 Penalty: 4897.456543
	Iteration 0F: 3 clusters Score -4094128 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4098640.750000 Penalty: 4897.456543
	Iteration 1F: 3 clusters Score -4098641 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -4098962.250000 Penalty: 4897.456543
	Iteration 2F: 3 clusters Score -4098962 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4099242.000000 Penalty: 4897.456543
	Iteration 3Q: 3 clusters Score -4099242 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4099464.000000 Penalty: 4897.456543
	Iteration 4Q: 3 clusters Score -4099464 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4099652.250000 Penalty: 4897.456543
	Iteration 5Q: 3 clusters Score -4099652 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -4099837.750000 Penalty: 4897.456543
	Iteration 6Q: 3 clusters Score -4099838 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -4100042.500000 Penalty: 4897.456543
	Iteration 7Q: 3 clusters Score -4100042 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4100261.750000 Penalty: 4897.456543
	Iteration 8Q: 3 clusters Score -4100262 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4100459.750000 Penalty: 4897.456543
	Iteration 9Q: 3 clusters Score -4100460 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4100661.500000 Penalty: 4897.456543
	Iteration 10Q: 3 clusters Score -4100662 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4100848.000000 Penalty: 4897.456543
	Iteration 11Q: 3 clusters Score -4100848 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -4101058.000000 Penalty: 4897.456543
	Iteration 12Q: 3 clusters Score -4101058 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -4101267.000000 Penalty: 4897.456543
	Iteration 13Q: 3 clusters Score -4101267 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4101517.500000 Penalty: 4897.456543
	Iteration 14Q: 3 clusters Score -4101518 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4101819.250000 Penalty: 4897.456543
	Iteration 15Q: 3 clusters Score -4101819 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4102091.750000 Penalty: 4897.456543
	Iteration 16Q: 3 clusters Score -4102092 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4102271.500000 Penalty: 4897.456543
	Iteration 17Q: 3 clusters Score -4102272 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4102437.250000 Penalty: 4897.456543
	Iteration 18Q: 3 clusters Score -4102437 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4102524.250000 Penalty: 4897.456543
	Iteration 19Q: 3 clusters Score -4102524 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4102568.000000 Penalty: 4897.456543
	Iteration 20F: 3 clusters Score -4102568 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4102628.500000 Penalty: 4897.456543
	Iteration 21Q: 3 clusters Score -4102628 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4102675.000000 Penalty: 4897.456543
	Iteration 22Q: 3 clusters Score -4102675 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4102683.500000 Penalty: 4897.456543
	Iteration 23Q: 3 clusters Score -4102684 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4102711.250000 Penalty: 4897.456543
	Iteration 24Q: 3 clusters Score -4102711 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4102716.750000 Penalty: 4897.456543
	Iteration 25Q: 3 clusters Score -4102717 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4102710.250000 Penalty: 4897.456543
	Iteration 26Q: 3 clusters Score -4102710 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4102724.750000 Penalty: 4897.456543
	Iteration 27Q: 3 clusters Score -4102725 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4102756.500000 Penalty: 4897.456543
	Iteration 28Q: 3 clusters Score -4102756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4102773.750000 Penalty: 4897.456543
	Iteration 29Q: 3 clusters Score -4102774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4102802.750000 Penalty: 4897.456543
	Iteration 30Q: 3 clusters Score -4102803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4102817.750000 Penalty: 4897.456543
	Iteration 31Q: 3 clusters Score -4102818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4102824.250000 Penalty: 4897.456543
	Iteration 32Q: 3 clusters Score -4102824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4102827.750000 Penalty: 4897.456543
	Iteration 33Q: 3 clusters Score -4102828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4102838.000000 Penalty: 4897.456543
	Iteration 34Q: 3 clusters Score -4102838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4102843.500000 Penalty: 4897.456543
	Iteration 35Q: 3 clusters Score -4102844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4102849.500000 Penalty: 4897.456543
	Iteration 36Q: 3 clusters Score -4102850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4102854.000000 Penalty: 4897.456543
	Iteration 37Q: 3 clusters Score -4102854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4102865.000000 Penalty: 4897.456543
	Iteration 38Q: 3 clusters Score -4102865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4102871.500000 Penalty: 4897.456543
	Iteration 39Q: 3 clusters Score -4102872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4102886.500000 Penalty: 4897.456543
	Iteration 40F: 3 clusters Score -4102886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4102889.000000 Penalty: 4897.456543
	Iteration 41Q: 3 clusters Score -4102889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4102894.500000 Penalty: 4897.456543
	Iteration 42Q: 3 clusters Score -4102894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4102904.250000 Penalty: 4897.456543
	Iteration 43Q: 3 clusters Score -4102904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4102914.000000 Penalty: 4897.456543
	Iteration 44Q: 3 clusters Score -4102914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4102917.750000 Penalty: 4897.456543
	Iteration 45Q: 3 clusters Score -4102918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4102930.500000 Penalty: 4897.456543
	Iteration 46Q: 3 clusters Score -4102930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4102922.750000 Penalty: 4897.456543
	Iteration 47Q: 3 clusters Score -4102923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4102924.000000 Penalty: 4897.456543
	Iteration 48Q: 3 clusters Score -4102924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4102916.250000 Penalty: 4897.456543
	Iteration 49Q: 3 clusters Score -4102916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4102920.500000 Penalty: 4897.456543
	Iteration 50Q: 3 clusters Score -4102920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4102919.000000 Penalty: 4897.456543
	Iteration 51Q: 3 clusters Score -4102919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4102914.500000 Penalty: 4897.456543
	Iteration 52Q: 3 clusters Score -4102914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4102917.000000 Penalty: 4897.456543
	Iteration 53Q: 3 clusters Score -4102917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4102917.500000 Penalty: 4897.456543
	Iteration 54Q: 3 clusters Score -4102918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4102919.500000 Penalty: 4897.456543
	Iteration 55Q: 3 clusters Score -4102920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4102922.500000 Penalty: 4897.456543
	Iteration 56Q: 3 clusters Score -4102922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4102925.000000 Penalty: 4897.456543
	Iteration 57Q: 3 clusters Score -4102925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4102925.000000 Penalty: 4897.456543
	Iteration 58F: 3 clusters Score -4102925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37597 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31761 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27795 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 20675 members 
Mstep: Class 16 contains 16504 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41787 members 
Mstep: Class 20 contains 31263 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15302 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14478 members 
Mstep: Class 28 contains 28445 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12687 members 
Mstep: Class 32 contains 17056 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35365 members 
Mstep: Class 35 contains 35175 members 
Mstep: Class 36 contains 37302 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43571 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11325 members 
Mstep: Class 45 contains 13177 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42729 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16598 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4624 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14296 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36520 members 
Mstep: Class 60 contains 39573 members 
Mstep: Class 61 contains 15951 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16334 members 
Mstep: Class 65 contains 3213 members 
Mstep: Class 66 contains 19417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347392.000000 Penalty: 223255.453125
Iteration 319Q: 67 clusters Score -1.613474e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37599 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5002 members 
Mstep: Class 10 contains 31755 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27797 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 20732 members 
Mstep: Class 16 contains 16506 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 25727 members 
Mstep: Class 19 contains 41784 members 
Mstep: Class 20 contains 31258 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 15306 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14426 members 
Mstep: Class 28 contains 28440 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12683 members 
Mstep: Class 32 contains 17072 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35375 members 
Mstep: Class 35 contains 35168 members 
Mstep: Class 36 contains 37303 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43583 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11323 members 
Mstep: Class 45 contains 13176 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42739 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16604 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4621 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14289 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36522 members 
Mstep: Class 60 contains 39569 members 
Mstep: Class 61 contains 15975 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16359 members 
Mstep: Class 65 contains 3211 members 
Mstep: Class 66 contains 19347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347472.000000 Penalty: 223255.453125
Iteration 320F: 67 clusters Score -1.613475e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37586 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 31754 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27796 members 
Mstep: Class 14 contains 55708 members 
Mstep: Class 15 contains 20804 members 
Mstep: Class 16 contains 16521 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25725 members 
Mstep: Class 19 contains 41774 members 
Mstep: Class 20 contains 31259 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 15310 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14385 members 
Mstep: Class 28 contains 28431 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12668 members 
Mstep: Class 32 contains 17082 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35392 members 
Mstep: Class 35 contains 35165 members 
Mstep: Class 36 contains 37305 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1385 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43583 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11316 members 
Mstep: Class 45 contains 13174 members 
Mstep: Class 46 contains 6631 members 
Mstep: Class 47 contains 42747 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16611 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4617 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14282 members 
Mstep: Class 57 contains 15683 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36524 members 
Mstep: Class 60 contains 39568 members 
Mstep: Class 61 contains 15998 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16378 members 
Mstep: Class 65 contains 3209 members 
Mstep: Class 66 contains 19286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347312.000000 Penalty: 223255.453125
Iteration 321Q: 67 clusters Score -1.613473e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37580 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 31744 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27788 members 
Mstep: Class 14 contains 55713 members 
Mstep: Class 15 contains 20893 members 
Mstep: Class 16 contains 16517 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 25728 members 
Mstep: Class 19 contains 41765 members 
Mstep: Class 20 contains 31262 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 15311 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14319 members 
Mstep: Class 28 contains 28431 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12660 members 
Mstep: Class 32 contains 17082 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35403 members 
Mstep: Class 35 contains 35138 members 
Mstep: Class 36 contains 37303 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1387 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43595 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11310 members 
Mstep: Class 45 contains 13180 members 
Mstep: Class 46 contains 6632 members 
Mstep: Class 47 contains 42741 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16620 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4615 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14269 members 
Mstep: Class 57 contains 15689 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36523 members 
Mstep: Class 60 contains 39600 members 
Mstep: Class 61 contains 16019 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 605 members 
Mstep: Class 64 contains 16409 members 
Mstep: Class 65 contains 3209 members 
Mstep: Class 66 contains 19226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347472.000000 Penalty: 223255.453125
Iteration 322Q: 67 clusters Score -1.613475e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37580 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 31739 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27783 members 
Mstep: Class 14 contains 55711 members 
Mstep: Class 15 contains 20959 members 
Mstep: Class 16 contains 16522 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 25732 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 20 contains 31266 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15310 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1020 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14266 members 
Mstep: Class 28 contains 28433 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12651 members 
Mstep: Class 32 contains 17063 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35421 members 
Mstep: Class 35 contains 35109 members 
Mstep: Class 36 contains 37311 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1387 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43611 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11303 members 
Mstep: Class 45 contains 13187 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42729 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16624 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4603 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14253 members 
Mstep: Class 57 contains 15693 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36520 members 
Mstep: Class 60 contains 39638 members 
Mstep: Class 61 contains 16020 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16458 members 
Mstep: Class 65 contains 3209 members 
Mstep: Class 66 contains 19194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347552.000000 Penalty: 223255.453125
Iteration 323Q: 67 clusters Score -1.613476e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 37587 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 507 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 31729 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27780 members 
Mstep: Class 14 contains 55713 members 
Mstep: Class 15 contains 21052 members 
Mstep: Class 16 contains 16539 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 41724 members 
Mstep: Class 20 contains 31258 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15317 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1019 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14206 members 
Mstep: Class 28 contains 28435 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12645 members 
Mstep: Class 32 contains 17033 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35431 members 
Mstep: Class 35 contains 35095 members 
Mstep: Class 36 contains 37314 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43620 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11302 members 
Mstep: Class 45 contains 13192 members 
Mstep: Class 46 contains 6630 members 
Mstep: Class 47 contains 42719 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16618 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14254 members 
Mstep: Class 57 contains 15684 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36533 members 
Mstep: Class 60 contains 39650 members 
Mstep: Class 61 contains 16021 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16505 members 
Mstep: Class 65 contains 3210 members 
Mstep: Class 66 contains 19135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347552.000000 Penalty: 223255.453125
Iteration 324Q: 67 clusters Score -1.613476e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37588 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 31727 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27780 members 
Mstep: Class 14 contains 55713 members 
Mstep: Class 15 contains 21152 members 
Mstep: Class 16 contains 16578 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 25736 members 
Mstep: Class 19 contains 41700 members 
Mstep: Class 20 contains 31254 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15328 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1019 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14133 members 
Mstep: Class 28 contains 28439 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12630 members 
Mstep: Class 32 contains 16999 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35455 members 
Mstep: Class 35 contains 35074 members 
Mstep: Class 36 contains 37317 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43626 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11301 members 
Mstep: Class 45 contains 13195 members 
Mstep: Class 46 contains 6629 members 
Mstep: Class 47 contains 42728 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16617 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4596 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14258 members 
Mstep: Class 57 contains 15683 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36530 members 
Mstep: Class 60 contains 39667 members 
Mstep: Class 61 contains 16018 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16539 members 
Mstep: Class 65 contains 3208 members 
Mstep: Class 66 contains 19074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347376.000000 Penalty: 223255.453125
Iteration 325Q: 67 clusters Score -1.613474e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37594 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 510 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 31728 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27776 members 
Mstep: Class 14 contains 55717 members 
Mstep: Class 15 contains 21254 members 
Mstep: Class 16 contains 16624 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 25734 members 
Mstep: Class 19 contains 41682 members 
Mstep: Class 20 contains 31253 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15325 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1019 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 14045 members 
Mstep: Class 28 contains 28441 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12622 members 
Mstep: Class 32 contains 16970 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35481 members 
Mstep: Class 35 contains 35060 members 
Mstep: Class 36 contains 37309 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43639 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11301 members 
Mstep: Class 45 contains 13199 members 
Mstep: Class 46 contains 6629 members 
Mstep: Class 47 contains 42711 members 
Mstep: Class 48 contains 1079 members 
Mstep: Class 49 contains 16616 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4592 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14260 members 
Mstep: Class 57 contains 15680 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36523 members 
Mstep: Class 60 contains 39694 members 
Mstep: Class 61 contains 16019 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16570 members 
Mstep: Class 65 contains 3206 members 
Mstep: Class 66 contains 19016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347600.000000 Penalty: 223255.453125
Iteration 326Q: 67 clusters Score -1.613476e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37595 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 31721 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27767 members 
Mstep: Class 14 contains 55716 members 
Mstep: Class 15 contains 21350 members 
Mstep: Class 16 contains 16672 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25737 members 
Mstep: Class 19 contains 41659 members 
Mstep: Class 20 contains 31245 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15337 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13955 members 
Mstep: Class 28 contains 28450 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12610 members 
Mstep: Class 32 contains 16952 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35520 members 
Mstep: Class 35 contains 35035 members 
Mstep: Class 36 contains 37322 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1390 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43661 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11289 members 
Mstep: Class 45 contains 13201 members 
Mstep: Class 46 contains 6631 members 
Mstep: Class 47 contains 42690 members 
Mstep: Class 48 contains 1078 members 
Mstep: Class 49 contains 16620 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4587 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14268 members 
Mstep: Class 57 contains 15671 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36507 members 
Mstep: Class 60 contains 39721 members 
Mstep: Class 61 contains 16012 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16619 members 
Mstep: Class 65 contains 3207 members 
Mstep: Class 66 contains 18945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347328.000000 Penalty: 223255.453125
Iteration 327Q: 67 clusters Score -1.613473e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37583 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31714 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27755 members 
Mstep: Class 14 contains 55711 members 
Mstep: Class 15 contains 21427 members 
Mstep: Class 16 contains 16707 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25739 members 
Mstep: Class 19 contains 41634 members 
Mstep: Class 20 contains 31246 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15339 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13877 members 
Mstep: Class 28 contains 28456 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12602 members 
Mstep: Class 32 contains 16944 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 35547 members 
Mstep: Class 35 contains 35037 members 
Mstep: Class 36 contains 37334 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1392 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43687 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11281 members 
Mstep: Class 45 contains 13210 members 
Mstep: Class 46 contains 6631 members 
Mstep: Class 47 contains 42703 members 
Mstep: Class 48 contains 1076 members 
Mstep: Class 49 contains 16633 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4455 members 
Mstep: Class 54 contains 4585 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14269 members 
Mstep: Class 57 contains 15676 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36485 members 
Mstep: Class 60 contains 39726 members 
Mstep: Class 61 contains 15995 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16666 members 
Mstep: Class 65 contains 3206 members 
Mstep: Class 66 contains 18874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347216.000000 Penalty: 223255.453125
Iteration 328Q: 67 clusters Score -1.613472e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37582 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31714 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27749 members 
Mstep: Class 14 contains 55715 members 
Mstep: Class 15 contains 21508 members 
Mstep: Class 16 contains 16756 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 41627 members 
Mstep: Class 20 contains 31239 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15353 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1016 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13801 members 
Mstep: Class 28 contains 28453 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 16920 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 35571 members 
Mstep: Class 35 contains 35039 members 
Mstep: Class 36 contains 37335 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43702 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11277 members 
Mstep: Class 45 contains 13216 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 42723 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16640 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4455 members 
Mstep: Class 54 contains 4584 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14278 members 
Mstep: Class 57 contains 15660 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36437 members 
Mstep: Class 60 contains 39725 members 
Mstep: Class 61 contains 15966 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16711 members 
Mstep: Class 65 contains 3207 members 
Mstep: Class 66 contains 18823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347024.000000 Penalty: 223255.453125
Iteration 329Q: 67 clusters Score -1.61347e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 37576 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 31713 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27740 members 
Mstep: Class 14 contains 55718 members 
Mstep: Class 15 contains 21602 members 
Mstep: Class 16 contains 16830 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25747 members 
Mstep: Class 19 contains 41613 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15351 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1015 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13728 members 
Mstep: Class 28 contains 28451 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 16882 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 35573 members 
Mstep: Class 35 contains 35037 members 
Mstep: Class 36 contains 37347 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43720 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11259 members 
Mstep: Class 45 contains 13232 members 
Mstep: Class 46 contains 6632 members 
Mstep: Class 47 contains 42745 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16651 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4576 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14265 members 
Mstep: Class 57 contains 15645 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36426 members 
Mstep: Class 60 contains 39723 members 
Mstep: Class 61 contains 15948 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16735 members 
Mstep: Class 65 contains 3207 members 
Mstep: Class 66 contains 18788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346752.000000 Penalty: 223255.453125
Iteration 330Q: 67 clusters Score -1.613468e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37582 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 31710 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27740 members 
Mstep: Class 14 contains 55713 members 
Mstep: Class 15 contains 21679 members 
Mstep: Class 16 contains 16883 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25748 members 
Mstep: Class 19 contains 41628 members 
Mstep: Class 20 contains 31235 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15347 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1015 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13651 members 
Mstep: Class 28 contains 28458 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12590 members 
Mstep: Class 32 contains 16836 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 35586 members 
Mstep: Class 35 contains 35016 members 
Mstep: Class 36 contains 37345 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43739 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11254 members 
Mstep: Class 45 contains 13234 members 
Mstep: Class 46 contains 6635 members 
Mstep: Class 47 contains 42774 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16667 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4567 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14253 members 
Mstep: Class 57 contains 15638 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36395 members 
Mstep: Class 60 contains 39712 members 
Mstep: Class 61 contains 15933 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16760 members 
Mstep: Class 65 contains 3206 members 
Mstep: Class 66 contains 18778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346944.000000 Penalty: 223255.453125
Iteration 331Q: 67 clusters Score -1.613469e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 37577 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 31710 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27736 members 
Mstep: Class 14 contains 55720 members 
Mstep: Class 15 contains 21765 members 
Mstep: Class 16 contains 16911 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25747 members 
Mstep: Class 19 contains 41615 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15343 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1015 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13564 members 
Mstep: Class 28 contains 28463 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12582 members 
Mstep: Class 32 contains 16834 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 35598 members 
Mstep: Class 35 contains 34998 members 
Mstep: Class 36 contains 37359 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43751 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11253 members 
Mstep: Class 45 contains 13241 members 
Mstep: Class 46 contains 6640 members 
Mstep: Class 47 contains 42792 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16676 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4455 members 
Mstep: Class 54 contains 4560 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14245 members 
Mstep: Class 57 contains 15634 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36379 members 
Mstep: Class 60 contains 39719 members 
Mstep: Class 61 contains 15903 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16804 members 
Mstep: Class 65 contains 3205 members 
Mstep: Class 66 contains 18731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347152.000000 Penalty: 223255.453125
Iteration 332Q: 67 clusters Score -1.613472e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 37575 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 31710 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27734 members 
Mstep: Class 14 contains 55716 members 
Mstep: Class 15 contains 21842 members 
Mstep: Class 16 contains 16949 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 41611 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15346 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1016 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13489 members 
Mstep: Class 28 contains 28472 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12566 members 
Mstep: Class 32 contains 16844 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35615 members 
Mstep: Class 35 contains 34988 members 
Mstep: Class 36 contains 37376 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2696 members 
Mstep: Class 42 contains 43770 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11248 members 
Mstep: Class 45 contains 13239 members 
Mstep: Class 46 contains 6645 members 
Mstep: Class 47 contains 42798 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16683 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4554 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14230 members 
Mstep: Class 57 contains 15626 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36364 members 
Mstep: Class 60 contains 39715 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16833 members 
Mstep: Class 65 contains 3204 members 
Mstep: Class 66 contains 18679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347312.000000 Penalty: 223255.453125
Iteration 333Q: 67 clusters Score -1.613473e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 37552 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31712 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27727 members 
Mstep: Class 14 contains 55718 members 
Mstep: Class 15 contains 21923 members 
Mstep: Class 16 contains 17005 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 41586 members 
Mstep: Class 20 contains 31237 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15344 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1016 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13401 members 
Mstep: Class 28 contains 28468 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12567 members 
Mstep: Class 32 contains 16863 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35630 members 
Mstep: Class 35 contains 34979 members 
Mstep: Class 36 contains 37397 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2697 members 
Mstep: Class 42 contains 43811 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11237 members 
Mstep: Class 45 contains 13251 members 
Mstep: Class 46 contains 6647 members 
Mstep: Class 47 contains 42822 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16690 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4545 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14212 members 
Mstep: Class 57 contains 15619 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36358 members 
Mstep: Class 60 contains 39705 members 
Mstep: Class 61 contains 15867 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16855 members 
Mstep: Class 65 contains 3202 members 
Mstep: Class 66 contains 18623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347216.000000 Penalty: 223255.453125
Iteration 334Q: 67 clusters Score -1.613472e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 37549 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31710 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27723 members 
Mstep: Class 14 contains 55718 members 
Mstep: Class 15 contains 22003 members 
Mstep: Class 16 contains 17071 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25745 members 
Mstep: Class 19 contains 41554 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15348 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13307 members 
Mstep: Class 28 contains 28476 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 16859 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35654 members 
Mstep: Class 35 contains 34984 members 
Mstep: Class 36 contains 37397 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43850 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11227 members 
Mstep: Class 45 contains 13261 members 
Mstep: Class 46 contains 6649 members 
Mstep: Class 47 contains 42822 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16691 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4536 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14204 members 
Mstep: Class 57 contains 15612 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36360 members 
Mstep: Class 60 contains 39697 members 
Mstep: Class 61 contains 15849 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16884 members 
Mstep: Class 65 contains 3201 members 
Mstep: Class 66 contains 18563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347360.000000 Penalty: 223255.453125
Iteration 335Q: 67 clusters Score -1.613474e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 37549 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31710 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27720 members 
Mstep: Class 14 contains 55723 members 
Mstep: Class 15 contains 22092 members 
Mstep: Class 16 contains 17124 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25726 members 
Mstep: Class 19 contains 41515 members 
Mstep: Class 20 contains 31231 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15337 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13210 members 
Mstep: Class 28 contains 28482 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12562 members 
Mstep: Class 32 contains 16858 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35688 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 37387 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43871 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11203 members 
Mstep: Class 45 contains 13275 members 
Mstep: Class 46 contains 6653 members 
Mstep: Class 47 contains 42822 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16684 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4529 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14188 members 
Mstep: Class 57 contains 15619 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36391 members 
Mstep: Class 60 contains 39696 members 
Mstep: Class 61 contains 15821 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16922 members 
Mstep: Class 65 contains 3200 members 
Mstep: Class 66 contains 18517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347728.000000 Penalty: 223255.453125
Iteration 336Q: 67 clusters Score -1.613477e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 37542 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31708 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27718 members 
Mstep: Class 14 contains 55724 members 
Mstep: Class 15 contains 22173 members 
Mstep: Class 16 contains 17157 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41510 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15342 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13119 members 
Mstep: Class 28 contains 28486 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12561 members 
Mstep: Class 32 contains 16859 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35692 members 
Mstep: Class 35 contains 34990 members 
Mstep: Class 36 contains 37396 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43892 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11183 members 
Mstep: Class 45 contains 13289 members 
Mstep: Class 46 contains 6654 members 
Mstep: Class 47 contains 42804 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16683 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4518 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14183 members 
Mstep: Class 57 contains 15625 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36415 members 
Mstep: Class 60 contains 39693 members 
Mstep: Class 61 contains 15796 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16946 members 
Mstep: Class 65 contains 3199 members 
Mstep: Class 66 contains 18477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347856.000000 Penalty: 223255.453125
Iteration 337Q: 67 clusters Score -1.613479e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37544 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4999 members 
Mstep: Class 10 contains 31704 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27718 members 
Mstep: Class 14 contains 55722 members 
Mstep: Class 15 contains 22252 members 
Mstep: Class 16 contains 17202 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41489 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15343 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 13028 members 
Mstep: Class 28 contains 28490 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 16859 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35702 members 
Mstep: Class 35 contains 35003 members 
Mstep: Class 36 contains 37403 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43902 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11172 members 
Mstep: Class 45 contains 13296 members 
Mstep: Class 46 contains 6654 members 
Mstep: Class 47 contains 42800 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16675 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4510 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14165 members 
Mstep: Class 57 contains 15621 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36444 members 
Mstep: Class 60 contains 39695 members 
Mstep: Class 61 contains 15786 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16968 members 
Mstep: Class 65 contains 3198 members 
Mstep: Class 66 contains 18430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347488.000000 Penalty: 223255.453125
Iteration 338Q: 67 clusters Score -1.613475e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37547 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 31703 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27720 members 
Mstep: Class 14 contains 55725 members 
Mstep: Class 15 contains 22337 members 
Mstep: Class 16 contains 17246 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 41469 members 
Mstep: Class 20 contains 31221 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15343 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 28493 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12551 members 
Mstep: Class 32 contains 16864 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35718 members 
Mstep: Class 35 contains 35009 members 
Mstep: Class 36 contains 37407 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43920 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11163 members 
Mstep: Class 45 contains 13310 members 
Mstep: Class 46 contains 6650 members 
Mstep: Class 47 contains 42804 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16686 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4499 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14149 members 
Mstep: Class 57 contains 15617 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36449 members 
Mstep: Class 60 contains 39687 members 
Mstep: Class 61 contains 15785 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16973 members 
Mstep: Class 65 contains 3198 members 
Mstep: Class 66 contains 18382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347616.000000 Penalty: 223255.453125
Iteration 339Q: 67 clusters Score -1.613476e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37550 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 31700 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27714 members 
Mstep: Class 14 contains 55719 members 
Mstep: Class 15 contains 22420 members 
Mstep: Class 16 contains 17290 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25728 members 
Mstep: Class 19 contains 41444 members 
Mstep: Class 20 contains 31216 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15347 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 12841 members 
Mstep: Class 28 contains 28502 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12543 members 
Mstep: Class 32 contains 16857 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35722 members 
Mstep: Class 35 contains 35006 members 
Mstep: Class 36 contains 37417 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43947 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11149 members 
Mstep: Class 45 contains 13313 members 
Mstep: Class 46 contains 6653 members 
Mstep: Class 47 contains 42826 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16688 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4485 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14136 members 
Mstep: Class 57 contains 15622 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36465 members 
Mstep: Class 60 contains 39665 members 
Mstep: Class 61 contains 15790 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16981 members 
Mstep: Class 65 contains 3198 members 
Mstep: Class 66 contains 18353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347696.000000 Penalty: 223255.453125
Iteration 340F: 67 clusters Score -1.613477e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37558 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 5000 members 
Mstep: Class 10 contains 31702 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27711 members 
Mstep: Class 14 contains 55717 members 
Mstep: Class 15 contains 22502 members 
Mstep: Class 16 contains 17326 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 41445 members 
Mstep: Class 20 contains 31215 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15349 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 12737 members 
Mstep: Class 28 contains 28510 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12531 members 
Mstep: Class 32 contains 16869 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35728 members 
Mstep: Class 35 contains 35009 members 
Mstep: Class 36 contains 37414 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 43975 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11142 members 
Mstep: Class 45 contains 13320 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 42826 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16682 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4473 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14128 members 
Mstep: Class 57 contains 15636 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36487 members 
Mstep: Class 60 contains 39643 members 
Mstep: Class 61 contains 15790 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16984 members 
Mstep: Class 65 contains 3194 members 
Mstep: Class 66 contains 18301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347376.000000 Penalty: 223255.453125
Iteration 341Q: 67 clusters Score -1.613474e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 37567 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 31695 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27707 members 
Mstep: Class 14 contains 55716 members 
Mstep: Class 15 contains 22607 members 
Mstep: Class 16 contains 17336 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 25736 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 20 contains 31208 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 15345 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 12638 members 
Mstep: Class 28 contains 28510 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12517 members 
Mstep: Class 32 contains 16897 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35731 members 
Mstep: Class 35 contains 35003 members 
Mstep: Class 36 contains 37419 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44014 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11131 members 
Mstep: Class 45 contains 13323 members 
Mstep: Class 46 contains 6656 members 
Mstep: Class 47 contains 42843 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16677 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4455 members 
Mstep: Class 54 contains 4456 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14137 members 
Mstep: Class 57 contains 15654 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36511 members 
Mstep: Class 60 contains 39630 members 
Mstep: Class 61 contains 15794 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16984 members 
Mstep: Class 65 contains 3193 members 
Mstep: Class 66 contains 18252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347424.000000 Penalty: 223255.453125
Iteration 342Q: 67 clusters Score -1.613474e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 37568 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 31694 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27706 members 
Mstep: Class 14 contains 55710 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 17341 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 25733 members 
Mstep: Class 19 contains 41373 members 
Mstep: Class 20 contains 31214 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15341 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 28510 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12501 members 
Mstep: Class 32 contains 16918 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35751 members 
Mstep: Class 35 contains 35005 members 
Mstep: Class 36 contains 37429 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44052 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11119 members 
Mstep: Class 45 contains 13328 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 42857 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16673 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4450 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14145 members 
Mstep: Class 57 contains 15662 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36541 members 
Mstep: Class 60 contains 39597 members 
Mstep: Class 61 contains 15800 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16983 members 
Mstep: Class 65 contains 3194 members 
Mstep: Class 66 contains 18206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347536.000000 Penalty: 223255.453125
Iteration 343Q: 67 clusters Score -1.613475e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 37574 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27698 members 
Mstep: Class 14 contains 55712 members 
Mstep: Class 15 contains 22828 members 
Mstep: Class 16 contains 17354 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 41343 members 
Mstep: Class 20 contains 31208 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15355 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 12385 members 
Mstep: Class 28 contains 28514 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12484 members 
Mstep: Class 32 contains 16931 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35773 members 
Mstep: Class 35 contains 34994 members 
Mstep: Class 36 contains 37439 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44081 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11116 members 
Mstep: Class 45 contains 13333 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 42867 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16691 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4433 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14145 members 
Mstep: Class 57 contains 15672 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36566 members 
Mstep: Class 60 contains 39591 members 
Mstep: Class 61 contains 15794 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16998 members 
Mstep: Class 65 contains 3192 members 
Mstep: Class 66 contains 18144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347392.000000 Penalty: 223255.453125
Iteration 344Q: 67 clusters Score -1.613474e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37567 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 31698 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27693 members 
Mstep: Class 14 contains 55716 members 
Mstep: Class 15 contains 22927 members 
Mstep: Class 16 contains 17362 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25730 members 
Mstep: Class 19 contains 41321 members 
Mstep: Class 20 contains 31208 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15361 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 12285 members 
Mstep: Class 28 contains 28525 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12463 members 
Mstep: Class 32 contains 16943 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35788 members 
Mstep: Class 35 contains 34985 members 
Mstep: Class 36 contains 37446 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44114 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11117 members 
Mstep: Class 45 contains 13340 members 
Mstep: Class 46 contains 6658 members 
Mstep: Class 47 contains 42850 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16703 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4420 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14145 members 
Mstep: Class 57 contains 15678 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36590 members 
Mstep: Class 60 contains 39598 members 
Mstep: Class 61 contains 15804 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 17003 members 
Mstep: Class 65 contains 3189 members 
Mstep: Class 66 contains 18081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347280.000000 Penalty: 223255.453125
Iteration 345Q: 67 clusters Score -1.613473e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37555 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4994 members 
Mstep: Class 10 contains 31695 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27688 members 
Mstep: Class 14 contains 55713 members 
Mstep: Class 15 contains 23013 members 
Mstep: Class 16 contains 17380 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25736 members 
Mstep: Class 19 contains 41321 members 
Mstep: Class 20 contains 31205 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15375 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 12180 members 
Mstep: Class 28 contains 28532 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12450 members 
Mstep: Class 32 contains 16958 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35768 members 
Mstep: Class 35 contains 34981 members 
Mstep: Class 36 contains 37466 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44152 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11121 members 
Mstep: Class 45 contains 13348 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 42824 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16712 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4449 members 
Mstep: Class 54 contains 4407 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14141 members 
Mstep: Class 57 contains 15690 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36637 members 
Mstep: Class 60 contains 39600 members 
Mstep: Class 61 contains 15804 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16997 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 18015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347040.000000 Penalty: 223255.453125
Iteration 346Q: 67 clusters Score -1.61347e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37548 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31689 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27690 members 
Mstep: Class 14 contains 55709 members 
Mstep: Class 15 contains 23105 members 
Mstep: Class 16 contains 17382 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 41334 members 
Mstep: Class 20 contains 31194 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15380 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 12086 members 
Mstep: Class 28 contains 28535 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12444 members 
Mstep: Class 32 contains 17006 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35750 members 
Mstep: Class 35 contains 34977 members 
Mstep: Class 36 contains 37474 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44195 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11118 members 
Mstep: Class 45 contains 13354 members 
Mstep: Class 46 contains 6659 members 
Mstep: Class 47 contains 42781 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16714 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 631 members 
Mstep: Class 53 contains 4449 members 
Mstep: Class 54 contains 4399 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14145 members 
Mstep: Class 57 contains 15702 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36670 members 
Mstep: Class 60 contains 39596 members 
Mstep: Class 61 contains 15805 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16992 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 17958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347024.000000 Penalty: 223255.453125
Iteration 347Q: 67 clusters Score -1.61347e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37544 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 31682 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27686 members 
Mstep: Class 14 contains 55710 members 
Mstep: Class 15 contains 23211 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25731 members 
Mstep: Class 19 contains 41323 members 
Mstep: Class 20 contains 31197 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15377 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 12003 members 
Mstep: Class 28 contains 28534 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 17046 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35740 members 
Mstep: Class 35 contains 34933 members 
Mstep: Class 36 contains 37484 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44213 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11116 members 
Mstep: Class 45 contains 13361 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 42777 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16720 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4384 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14154 members 
Mstep: Class 57 contains 15711 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36688 members 
Mstep: Class 60 contains 39630 members 
Mstep: Class 61 contains 15795 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16984 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 17910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346976.000000 Penalty: 223255.453125
Iteration 348Q: 67 clusters Score -1.61347e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37547 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4992 members 
Mstep: Class 10 contains 31680 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27691 members 
Mstep: Class 14 contains 55715 members 
Mstep: Class 15 contains 23309 members 
Mstep: Class 16 contains 17380 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 41301 members 
Mstep: Class 20 contains 31189 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15385 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11914 members 
Mstep: Class 28 contains 28541 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 17084 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35743 members 
Mstep: Class 35 contains 34915 members 
Mstep: Class 36 contains 37488 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44239 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11111 members 
Mstep: Class 45 contains 13365 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 47 contains 42752 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16724 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4375 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14163 members 
Mstep: Class 57 contains 15720 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36719 members 
Mstep: Class 60 contains 39636 members 
Mstep: Class 61 contains 15791 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16980 members 
Mstep: Class 65 contains 3187 members 
Mstep: Class 66 contains 17863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346976.000000 Penalty: 223255.453125
Iteration 349Q: 67 clusters Score -1.61347e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37544 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4991 members 
Mstep: Class 10 contains 31678 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27690 members 
Mstep: Class 14 contains 55711 members 
Mstep: Class 15 contains 23411 members 
Mstep: Class 16 contains 17361 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 41265 members 
Mstep: Class 20 contains 31190 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11818 members 
Mstep: Class 28 contains 28548 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12402 members 
Mstep: Class 32 contains 17129 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 35753 members 
Mstep: Class 35 contains 34912 members 
Mstep: Class 36 contains 37493 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44274 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11111 members 
Mstep: Class 45 contains 13367 members 
Mstep: Class 46 contains 6660 members 
Mstep: Class 47 contains 42737 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16731 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4371 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14174 members 
Mstep: Class 57 contains 15728 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36750 members 
Mstep: Class 60 contains 39641 members 
Mstep: Class 61 contains 15796 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16981 members 
Mstep: Class 65 contains 3188 members 
Mstep: Class 66 contains 17792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346896.000000 Penalty: 223255.453125
Iteration 350Q: 67 clusters Score -1.613469e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 37539 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4989 members 
Mstep: Class 10 contains 31672 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27689 members 
Mstep: Class 14 contains 55704 members 
Mstep: Class 15 contains 23493 members 
Mstep: Class 16 contains 17377 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 25714 members 
Mstep: Class 19 contains 41256 members 
Mstep: Class 20 contains 31195 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15392 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11718 members 
Mstep: Class 28 contains 28559 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12388 members 
Mstep: Class 32 contains 17161 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 35766 members 
Mstep: Class 35 contains 34912 members 
Mstep: Class 36 contains 37510 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 44306 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11106 members 
Mstep: Class 45 contains 13371 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42734 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16744 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4373 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14179 members 
Mstep: Class 57 contains 15736 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36738 members 
Mstep: Class 60 contains 39639 members 
Mstep: Class 61 contains 15780 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16974 members 
Mstep: Class 65 contains 3189 members 
Mstep: Class 66 contains 17735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346880.000000 Penalty: 223255.453125
Iteration 351Q: 67 clusters Score -1.613469e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37536 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4987 members 
Mstep: Class 10 contains 31662 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27684 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 23597 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 41251 members 
Mstep: Class 20 contains 31196 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15393 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11615 members 
Mstep: Class 28 contains 28567 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12385 members 
Mstep: Class 32 contains 17186 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 35785 members 
Mstep: Class 35 contains 34915 members 
Mstep: Class 36 contains 37518 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 44346 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11096 members 
Mstep: Class 45 contains 13374 members 
Mstep: Class 46 contains 6667 members 
Mstep: Class 47 contains 42719 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16741 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4370 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14185 members 
Mstep: Class 57 contains 15747 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36721 members 
Mstep: Class 60 contains 39639 members 
Mstep: Class 61 contains 15774 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16966 members 
Mstep: Class 65 contains 3189 members 
Mstep: Class 66 contains 17685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346880.000000 Penalty: 223255.453125
Iteration 352Q: 67 clusters Score -1.613469e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37537 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4984 members 
Mstep: Class 10 contains 31659 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27676 members 
Mstep: Class 14 contains 55695 members 
Mstep: Class 15 contains 23706 members 
Mstep: Class 16 contains 17432 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25712 members 
Mstep: Class 19 contains 41247 members 
Mstep: Class 20 contains 31191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15402 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11514 members 
Mstep: Class 28 contains 28576 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12368 members 
Mstep: Class 32 contains 17185 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 35790 members 
Mstep: Class 35 contains 34919 members 
Mstep: Class 36 contains 37526 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 44373 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11082 members 
Mstep: Class 45 contains 13378 members 
Mstep: Class 46 contains 6666 members 
Mstep: Class 47 contains 42704 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16743 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4365 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14197 members 
Mstep: Class 57 contains 15754 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36720 members 
Mstep: Class 60 contains 39634 members 
Mstep: Class 61 contains 15784 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16957 members 
Mstep: Class 65 contains 3190 members 
Mstep: Class 66 contains 17629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347136.000000 Penalty: 223255.453125
Iteration 353Q: 67 clusters Score -1.613471e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37536 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4979 members 
Mstep: Class 10 contains 31655 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27664 members 
Mstep: Class 14 contains 55691 members 
Mstep: Class 15 contains 23822 members 
Mstep: Class 16 contains 17454 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25710 members 
Mstep: Class 19 contains 41232 members 
Mstep: Class 20 contains 31195 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15404 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11412 members 
Mstep: Class 28 contains 28586 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12354 members 
Mstep: Class 32 contains 17186 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35796 members 
Mstep: Class 35 contains 34904 members 
Mstep: Class 36 contains 37544 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 44399 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11075 members 
Mstep: Class 45 contains 13384 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 42684 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16751 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4361 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14209 members 
Mstep: Class 57 contains 15753 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36732 members 
Mstep: Class 60 contains 39647 members 
Mstep: Class 61 contains 15802 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16949 members 
Mstep: Class 65 contains 3189 members 
Mstep: Class 66 contains 17571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346864.000000 Penalty: 223255.453125
Iteration 354Q: 67 clusters Score -1.613469e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 37527 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4977 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27658 members 
Mstep: Class 14 contains 55687 members 
Mstep: Class 15 contains 23918 members 
Mstep: Class 16 contains 17476 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25701 members 
Mstep: Class 19 contains 41206 members 
Mstep: Class 20 contains 31196 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15402 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11321 members 
Mstep: Class 28 contains 28598 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12350 members 
Mstep: Class 32 contains 17195 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35808 members 
Mstep: Class 35 contains 34900 members 
Mstep: Class 36 contains 37565 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 44417 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11077 members 
Mstep: Class 45 contains 13388 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42701 members 
Mstep: Class 48 contains 1075 members 
Mstep: Class 49 contains 16762 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4354 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14220 members 
Mstep: Class 57 contains 15728 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36744 members 
Mstep: Class 60 contains 39642 members 
Mstep: Class 61 contains 15798 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16942 members 
Mstep: Class 65 contains 3187 members 
Mstep: Class 66 contains 17535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346816.000000 Penalty: 223255.453125
Iteration 355Q: 67 clusters Score -1.613468e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37521 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 31656 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27645 members 
Mstep: Class 14 contains 55688 members 
Mstep: Class 15 contains 24018 members 
Mstep: Class 16 contains 17510 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 41190 members 
Mstep: Class 20 contains 31193 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11231 members 
Mstep: Class 28 contains 28599 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12336 members 
Mstep: Class 32 contains 17215 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35809 members 
Mstep: Class 35 contains 34891 members 
Mstep: Class 36 contains 37575 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 44433 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11072 members 
Mstep: Class 45 contains 13398 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 42718 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16766 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4351 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14224 members 
Mstep: Class 57 contains 15713 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36760 members 
Mstep: Class 60 contains 39638 members 
Mstep: Class 61 contains 15786 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16934 members 
Mstep: Class 65 contains 3187 members 
Mstep: Class 66 contains 17490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346624.000000 Penalty: 223255.453125
Iteration 356Q: 67 clusters Score -1.613466e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37522 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 31653 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27643 members 
Mstep: Class 14 contains 55691 members 
Mstep: Class 15 contains 24130 members 
Mstep: Class 16 contains 17531 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 41194 members 
Mstep: Class 20 contains 31193 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 15433 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11128 members 
Mstep: Class 28 contains 28611 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12331 members 
Mstep: Class 32 contains 17229 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35807 members 
Mstep: Class 35 contains 34886 members 
Mstep: Class 36 contains 37576 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1194 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 44444 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11072 members 
Mstep: Class 45 contains 13406 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 42704 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16767 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 4341 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14229 members 
Mstep: Class 57 contains 15707 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36768 members 
Mstep: Class 60 contains 39638 members 
Mstep: Class 61 contains 15767 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16922 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 17460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346816.000000 Penalty: 223255.453125
Iteration 357Q: 67 clusters Score -1.613468e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37528 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4969 members 
Mstep: Class 10 contains 31657 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27642 members 
Mstep: Class 14 contains 55700 members 
Mstep: Class 15 contains 24282 members 
Mstep: Class 16 contains 17577 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25700 members 
Mstep: Class 19 contains 41191 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15438 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 28613 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12322 members 
Mstep: Class 32 contains 17232 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35804 members 
Mstep: Class 35 contains 34881 members 
Mstep: Class 36 contains 37567 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 44446 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11065 members 
Mstep: Class 45 contains 13421 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42699 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16769 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 4328 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14233 members 
Mstep: Class 57 contains 15695 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 39637 members 
Mstep: Class 61 contains 15738 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16915 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347120.000000 Penalty: 223255.453125
Iteration 358Q: 67 clusters Score -1.613471e+08 nChanged 888
Entering ConstructFrom: 
Score: -161347120.000000 Penalty: 223255.453125
Entering ConstructFrom: 
Trying to split cluster 1 (5679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Entering Unmasked Estep 
Score: -1071105.875000 Penalty: 2143.843506
	Iteration 0F: 2 clusters Score -1071106 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 2791 members 
Entering Unmasked Estep 
Score: -1066159.000000 Penalty: 4287.687012
	Iteration 0F: 3 clusters Score -1066159 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1067360.375000 Penalty: 4287.687012
	Iteration 1F: 3 clusters Score -1067360 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1067580.625000 Penalty: 4287.687012
	Iteration 2F: 3 clusters Score -1067581 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1067718.875000 Penalty: 4287.687012
	Iteration 3F: 3 clusters Score -1067719 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1067816.625000 Penalty: 4287.687012
	Iteration 4Q: 3 clusters Score -1067817 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1067910.375000 Penalty: 4287.687012
	Iteration 5Q: 3 clusters Score -1067910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1067986.625000 Penalty: 4287.687012
	Iteration 6Q: 3 clusters Score -1067987 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1068079.500000 Penalty: 4287.687012
	Iteration 7Q: 3 clusters Score -1068080 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1068167.750000 Penalty: 4287.687012
	Iteration 8Q: 3 clusters Score -1068168 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1068235.875000 Penalty: 4287.687012
	Iteration 9Q: 3 clusters Score -1068236 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1068308.125000 Penalty: 4287.687012
	Iteration 10Q: 3 clusters Score -1068308 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1068393.125000 Penalty: 4287.687012
	Iteration 11Q: 3 clusters Score -1068393 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1068461.750000 Penalty: 4287.687012
	Iteration 12Q: 3 clusters Score -1068462 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1068527.625000 Penalty: 4287.687012
	Iteration 13Q: 3 clusters Score -1068528 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1068591.500000 Penalty: 4287.687012
	Iteration 14Q: 3 clusters Score -1068592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1068654.250000 Penalty: 4287.687012
	Iteration 15Q: 3 clusters Score -1068654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1068726.000000 Penalty: 4287.687012
	Iteration 16Q: 3 clusters Score -1068726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1068789.500000 Penalty: 4287.687012
	Iteration 17Q: 3 clusters Score -1068790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1068842.875000 Penalty: 4287.687012
	Iteration 18Q: 3 clusters Score -1068843 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1068891.375000 Penalty: 4287.687012
	Iteration 19Q: 3 clusters Score -1068891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1068943.750000 Penalty: 4287.687012
	Iteration 20F: 3 clusters Score -1068944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1068992.375000 Penalty: 4287.687012
	Iteration 21Q: 3 clusters Score -1068992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1069025.500000 Penalty: 4287.687012
	Iteration 22Q: 3 clusters Score -1069026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1069061.250000 Penalty: 4287.687012
	Iteration 23Q: 3 clusters Score -1069061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1069085.625000 Penalty: 4287.687012
	Iteration 24Q: 3 clusters Score -1069086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1069117.750000 Penalty: 4287.687012
	Iteration 25Q: 3 clusters Score -1069118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1069137.375000 Penalty: 4287.687012
	Iteration 26Q: 3 clusters Score -1069137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1069157.750000 Penalty: 4287.687012
	Iteration 27Q: 3 clusters Score -1069158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1069177.625000 Penalty: 4287.687012
	Iteration 28Q: 3 clusters Score -1069178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1069194.375000 Penalty: 4287.687012
	Iteration 29Q: 3 clusters Score -1069194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1069208.875000 Penalty: 4287.687012
	Iteration 30Q: 3 clusters Score -1069209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1069223.500000 Penalty: 4287.687012
	Iteration 31Q: 3 clusters Score -1069224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1069235.125000 Penalty: 4287.687012
	Iteration 32Q: 3 clusters Score -1069235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1069239.125000 Penalty: 4287.687012
	Iteration 33Q: 3 clusters Score -1069239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1069246.625000 Penalty: 4287.687012
	Iteration 34Q: 3 clusters Score -1069247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1069253.875000 Penalty: 4287.687012
	Iteration 35Q: 3 clusters Score -1069254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1069260.625000 Penalty: 4287.687012
	Iteration 36Q: 3 clusters Score -1069261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1069267.625000 Penalty: 4287.687012
	Iteration 37Q: 3 clusters Score -1069268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1069275.375000 Penalty: 4287.687012
	Iteration 38Q: 3 clusters Score -1069275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1069279.250000 Penalty: 4287.687012
	Iteration 39Q: 3 clusters Score -1069279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1069282.500000 Penalty: 4287.687012
	Iteration 40F: 3 clusters Score -1069282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1069282.125000 Penalty: 4287.687012
	Iteration 41Q: 3 clusters Score -1069282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1069282.125000 Penalty: 4287.687012
	Iteration 42F: 3 clusters Score -1069282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Entering Unmasked Estep 
Score: -7288167.000000 Penalty: 2612.184814
	Iteration 0F: 2 clusters Score -7288167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -7266233.500000 Penalty: 5224.369629
	Iteration 0F: 3 clusters Score -7266234 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -7275416.500000 Penalty: 5224.369629
	Iteration 1F: 3 clusters Score -7275416 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -7275950.500000 Penalty: 5224.369629
	Iteration 2Q: 3 clusters Score -7275950 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -7276446.000000 Penalty: 5224.369629
	Iteration 3Q: 3 clusters Score -7276446 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7276931.000000 Penalty: 5224.369629
	Iteration 4Q: 3 clusters Score -7276931 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -7277657.000000 Penalty: 5224.369629
	Iteration 5Q: 3 clusters Score -7277657 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -7278513.500000 Penalty: 5224.369629
	Iteration 6Q: 3 clusters Score -7278514 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -7279569.500000 Penalty: 5224.369629
	Iteration 7F: 3 clusters Score -7279570 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -7280876.500000 Penalty: 5224.369629
	Iteration 8F: 3 clusters Score -7280876 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -7282295.000000 Penalty: 5224.369629
	Iteration 9F: 3 clusters Score -7282295 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7283439.000000 Penalty: 5224.369629
	Iteration 10F: 3 clusters Score -7283439 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -7284172.500000 Penalty: 5224.369629
	Iteration 11Q: 3 clusters Score -7284172 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -7284696.000000 Penalty: 5224.369629
	Iteration 12Q: 3 clusters Score -7284696 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -7285124.000000 Penalty: 5224.369629
	Iteration 13Q: 3 clusters Score -7285124 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -7285392.000000 Penalty: 5224.369629
	Iteration 14Q: 3 clusters Score -7285392 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -7285605.000000 Penalty: 5224.369629
	Iteration 15Q: 3 clusters Score -7285605 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -7285687.000000 Penalty: 5224.369629
	Iteration 16Q: 3 clusters Score -7285687 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -7285779.500000 Penalty: 5224.369629
	Iteration 17Q: 3 clusters Score -7285780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -7285872.500000 Penalty: 5224.369629
	Iteration 18Q: 3 clusters Score -7285872 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -7285919.000000 Penalty: 5224.369629
	Iteration 19Q: 3 clusters Score -7285919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -7285975.000000 Penalty: 5224.369629
	Iteration 20F: 3 clusters Score -7285975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -7286015.000000 Penalty: 5224.369629
	Iteration 21Q: 3 clusters Score -7286015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -7286042.500000 Penalty: 5224.369629
	Iteration 22Q: 3 clusters Score -7286042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7286057.500000 Penalty: 5224.369629
	Iteration 23Q: 3 clusters Score -7286058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -7286068.500000 Penalty: 5224.369629
	Iteration 24Q: 3 clusters Score -7286068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -7286073.000000 Penalty: 5224.369629
	Iteration 25Q: 3 clusters Score -7286073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -7286080.500000 Penalty: 5224.369629
	Iteration 26Q: 3 clusters Score -7286080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -7286068.500000 Penalty: 5224.369629
	Iteration 27Q: 3 clusters Score -7286068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -7286078.000000 Penalty: 5224.369629
	Iteration 28Q: 3 clusters Score -7286078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -7286074.500000 Penalty: 5224.369629
	Iteration 29Q: 3 clusters Score -7286074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -7286079.500000 Penalty: 5224.369629
	Iteration 30Q: 3 clusters Score -7286080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -7286090.000000 Penalty: 5224.369629
	Iteration 31Q: 3 clusters Score -7286090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7286085.000000 Penalty: 5224.369629
	Iteration 32Q: 3 clusters Score -7286085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -7286089.000000 Penalty: 5224.369629
	Iteration 33Q: 3 clusters Score -7286089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -7286087.000000 Penalty: 5224.369629
	Iteration 34Q: 3 clusters Score -7286087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7286079.500000 Penalty: 5224.369629
	Iteration 35Q: 3 clusters Score -7286080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -7286083.500000 Penalty: 5224.369629
	Iteration 36Q: 3 clusters Score -7286084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -7286079.000000 Penalty: 5224.369629
	Iteration 37Q: 3 clusters Score -7286079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7286079.500000 Penalty: 5224.369629
	Iteration 38Q: 3 clusters Score -7286080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -7286077.000000 Penalty: 5224.369629
	Iteration 39Q: 3 clusters Score -7286077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -7286077.000000 Penalty: 5224.369629
	Iteration 40F: 3 clusters Score -7286077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -74677.421875 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -74677.42 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 245 members 
Entering Unmasked Estep 
Score: -73330.539062 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -73330.54 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73909.078125 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -73909.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74278.203125 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -74278.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74516.296875 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -74516.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74613.460938 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -74613.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74686.820312 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -74686.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74700.875000 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -74700.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74716.007812 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -74716.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74738.789062 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -74738.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74752.437500 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -74752.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74752.437500 Penalty: 3107.589355
	Iteration 10F: 3 clusters Score -74752.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 200 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 41203 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35803 members 
Mstep: Class 35 contains 34878 members 
Mstep: Class 36 contains 37559 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44459 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11069 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42695 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4316 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14228 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 39632 members 
Mstep: Class 61 contains 15728 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16911 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17377 members 
Mstep: Class 67 contains 326 members 
Entering Unmasked Estep 
Score: -161345376.000000 Penalty: 226638.109375
Splitting cluster 3 changes total score from -161347120.000000 to -161345376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -975823.187500 Penalty: 2106.747070
	Iteration 0F: 2 clusters Score -975823.2 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 2424 members 
Entering Unmasked Estep 
Score: -971309.937500 Penalty: 4213.494141
	Iteration 0F: 3 clusters Score -971309.9 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -972409.875000 Penalty: 4213.494141
	Iteration 1F: 3 clusters Score -972409.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -972609.687500 Penalty: 4213.494141
	Iteration 2F: 3 clusters Score -972609.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -972723.437500 Penalty: 4213.494141
	Iteration 3Q: 3 clusters Score -972723.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -972789.062500 Penalty: 4213.494141
	Iteration 4Q: 3 clusters Score -972789.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -972841.562500 Penalty: 4213.494141
	Iteration 5Q: 3 clusters Score -972841.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -972890.375000 Penalty: 4213.494141
	Iteration 6Q: 3 clusters Score -972890.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -972941.312500 Penalty: 4213.494141
	Iteration 7Q: 3 clusters Score -972941.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -972996.375000 Penalty: 4213.494141
	Iteration 8Q: 3 clusters Score -972996.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -973054.187500 Penalty: 4213.494141
	Iteration 9Q: 3 clusters Score -973054.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -973109.625000 Penalty: 4213.494141
	Iteration 10Q: 3 clusters Score -973109.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -973163.812500 Penalty: 4213.494141
	Iteration 11Q: 3 clusters Score -973163.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -973218.437500 Penalty: 4213.494141
	Iteration 12Q: 3 clusters Score -973218.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -973278.875000 Penalty: 4213.494141
	Iteration 13Q: 3 clusters Score -973278.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -973334.875000 Penalty: 4213.494141
	Iteration 14Q: 3 clusters Score -973334.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -973410.937500 Penalty: 4213.494141
	Iteration 15Q: 3 clusters Score -973410.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -973483.875000 Penalty: 4213.494141
	Iteration 16Q: 3 clusters Score -973483.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -973553.000000 Penalty: 4213.494141
	Iteration 17Q: 3 clusters Score -973553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -973609.125000 Penalty: 4213.494141
	Iteration 18Q: 3 clusters Score -973609.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -973662.500000 Penalty: 4213.494141
	Iteration 19Q: 3 clusters Score -973662.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -973709.187500 Penalty: 4213.494141
	Iteration 20F: 3 clusters Score -973709.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -973749.125000 Penalty: 4213.494141
	Iteration 21Q: 3 clusters Score -973749.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -973773.437500 Penalty: 4213.494141
	Iteration 22Q: 3 clusters Score -973773.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -973795.875000 Penalty: 4213.494141
	Iteration 23Q: 3 clusters Score -973795.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -973817.250000 Penalty: 4213.494141
	Iteration 24Q: 3 clusters Score -973817.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -973839.312500 Penalty: 4213.494141
	Iteration 25Q: 3 clusters Score -973839.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -973853.500000 Penalty: 4213.494141
	Iteration 26Q: 3 clusters Score -973853.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -973868.812500 Penalty: 4213.494141
	Iteration 27Q: 3 clusters Score -973868.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -973887.312500 Penalty: 4213.494141
	Iteration 28Q: 3 clusters Score -973887.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -973895.625000 Penalty: 4213.494141
	Iteration 29Q: 3 clusters Score -973895.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -973904.437500 Penalty: 4213.494141
	Iteration 30Q: 3 clusters Score -973904.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -973910.375000 Penalty: 4213.494141
	Iteration 31Q: 3 clusters Score -973910.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -973914.375000 Penalty: 4213.494141
	Iteration 32Q: 3 clusters Score -973914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -973921.125000 Penalty: 4213.494141
	Iteration 33Q: 3 clusters Score -973921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -973923.625000 Penalty: 4213.494141
	Iteration 34Q: 3 clusters Score -973923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -973930.000000 Penalty: 4213.494141
	Iteration 35Q: 3 clusters Score -973930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -973931.500000 Penalty: 4213.494141
	Iteration 36Q: 3 clusters Score -973931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -973934.187500 Penalty: 4213.494141
	Iteration 37Q: 3 clusters Score -973934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -973934.937500 Penalty: 4213.494141
	Iteration 38Q: 3 clusters Score -973934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -973939.062500 Penalty: 4213.494141
	Iteration 39Q: 3 clusters Score -973939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -973941.125000 Penalty: 4213.494141
	Iteration 40F: 3 clusters Score -973941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -973946.000000 Penalty: 4213.494141
	Iteration 41Q: 3 clusters Score -973946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -973949.562500 Penalty: 4213.494141
	Iteration 42Q: 3 clusters Score -973949.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -973954.125000 Penalty: 4213.494141
	Iteration 43Q: 3 clusters Score -973954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -973962.187500 Penalty: 4213.494141
	Iteration 44Q: 3 clusters Score -973962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -973969.812500 Penalty: 4213.494141
	Iteration 45Q: 3 clusters Score -973969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -973975.437500 Penalty: 4213.494141
	Iteration 46Q: 3 clusters Score -973975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -973981.500000 Penalty: 4213.494141
	Iteration 47Q: 3 clusters Score -973981.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -973987.437500 Penalty: 4213.494141
	Iteration 48Q: 3 clusters Score -973987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -973994.437500 Penalty: 4213.494141
	Iteration 49Q: 3 clusters Score -973994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -973995.125000 Penalty: 4213.494141
	Iteration 50Q: 3 clusters Score -973995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -973999.687500 Penalty: 4213.494141
	Iteration 51Q: 3 clusters Score -973999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -974002.750000 Penalty: 4213.494141
	Iteration 52Q: 3 clusters Score -974002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -974006.562500 Penalty: 4213.494141
	Iteration 53Q: 3 clusters Score -974006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -974006.187500 Penalty: 4213.494141
	Iteration 54Q: 3 clusters Score -974006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -974009.875000 Penalty: 4213.494141
	Iteration 55Q: 3 clusters Score -974009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -974013.875000 Penalty: 4213.494141
	Iteration 56Q: 3 clusters Score -974013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -974017.312500 Penalty: 4213.494141
	Iteration 57Q: 3 clusters Score -974017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -974016.125000 Penalty: 4213.494141
	Iteration 58Q: 3 clusters Score -974016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -974017.562500 Penalty: 4213.494141
	Iteration 59Q: 3 clusters Score -974017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -974017.562500 Penalty: 4213.494141
	Iteration 60F: 3 clusters Score -974017.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -32622.740234 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -32622.74 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 165 members 
Entering Unmasked Estep 
Score: -31530.730469 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -31530.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31820.490234 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -31820.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31939.488281 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -31939.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32015.482422 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -32015.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32090.386719 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -32090.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32151.216797 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -32151.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32187.291016 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -32187.29 nChanged 3
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: -32213.816406 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -32213.82 nChanged 4
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: -32301.527344 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -32301.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32344.962891 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -32344.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32370.271484 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -32370.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32399.740234 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -32399.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32421.130859 Penalty: 2864.177490
	Iteration 12Q: 3 clusters Score -32421.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32483.501953 Penalty: 2864.177490
	Iteration 13Q: 3 clusters Score -32483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32526.855469 Penalty: 2864.177490
	Iteration 14Q: 3 clusters Score -32526.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32542.207031 Penalty: 2864.177490
	Iteration 15Q: 3 clusters Score -32542.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32560.220703 Penalty: 2864.177490
	Iteration 16Q: 3 clusters Score -32560.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32574.373047 Penalty: 2864.177490
	Iteration 17F: 3 clusters Score -32574.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32648.166016 Penalty: 2864.177490
	Iteration 18Q: 3 clusters Score -32648.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32724.076172 Penalty: 2864.177490
	Iteration 19Q: 3 clusters Score -32724.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32854.488281 Penalty: 2864.177490
	Iteration 20F: 3 clusters Score -32854.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32962.570312 Penalty: 2864.177490
	Iteration 21Q: 3 clusters Score -32962.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33037.714844 Penalty: 2864.177490
	Iteration 22Q: 3 clusters Score -33037.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33060.464844 Penalty: 2864.177490
	Iteration 23Q: 3 clusters Score -33060.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33071.898438 Penalty: 2864.177490
	Iteration 24Q: 3 clusters Score -33071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33113.878906 Penalty: 2864.177490
	Iteration 25Q: 3 clusters Score -33113.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33123.218750 Penalty: 2864.177490
	Iteration 26Q: 3 clusters Score -33123.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33123.218750 Penalty: 2864.177490
	Iteration 27F: 3 clusters Score -33123.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 148 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 41203 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35803 members 
Mstep: Class 35 contains 34878 members 
Mstep: Class 36 contains 37559 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44459 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11069 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42695 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4316 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14228 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 39632 members 
Mstep: Class 61 contains 15728 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16911 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17377 members 
Mstep: Class 67 contains 174 members 
Entering Unmasked Estep 
Score: -161345712.000000 Penalty: 226638.109375
Splitting cluster 5 changes total score from -161347120.000000 to -161345712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -288844.218750 Penalty: 1828.285278
	Iteration 0F: 2 clusters Score -288844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -286493.375000 Penalty: 3656.570557
	Iteration 0F: 3 clusters Score -286493.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -287011.656250 Penalty: 3656.570557
	Iteration 1F: 3 clusters Score -287011.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -287208.906250 Penalty: 3656.570557
	Iteration 2F: 3 clusters Score -287208.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -287392.468750 Penalty: 3656.570557
	Iteration 3F: 3 clusters Score -287392.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -287530.656250 Penalty: 3656.570557
	Iteration 4Q: 3 clusters Score -287530.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -287655.218750 Penalty: 3656.570557
	Iteration 5Q: 3 clusters Score -287655.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -287760.906250 Penalty: 3656.570557
	Iteration 6Q: 3 clusters Score -287760.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -287855.343750 Penalty: 3656.570557
	Iteration 7Q: 3 clusters Score -287855.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -287927.156250 Penalty: 3656.570557
	Iteration 8Q: 3 clusters Score -287927.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -287994.093750 Penalty: 3656.570557
	Iteration 9Q: 3 clusters Score -287994.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -288022.375000 Penalty: 3656.570557
	Iteration 10Q: 3 clusters Score -288022.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -288043.156250 Penalty: 3656.570557
	Iteration 11Q: 3 clusters Score -288043.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -288059.156250 Penalty: 3656.570557
	Iteration 12Q: 3 clusters Score -288059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -288067.312500 Penalty: 3656.570557
	Iteration 13Q: 3 clusters Score -288067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -288075.343750 Penalty: 3656.570557
	Iteration 14Q: 3 clusters Score -288075.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -288079.656250 Penalty: 3656.570557
	Iteration 15Q: 3 clusters Score -288079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -288083.437500 Penalty: 3656.570557
	Iteration 16Q: 3 clusters Score -288083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -288090.375000 Penalty: 3656.570557
	Iteration 17Q: 3 clusters Score -288090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -288109.187500 Penalty: 3656.570557
	Iteration 18Q: 3 clusters Score -288109.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -288131.812500 Penalty: 3656.570557
	Iteration 19Q: 3 clusters Score -288131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -288140.968750 Penalty: 3656.570557
	Iteration 20F: 3 clusters Score -288141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -288150.843750 Penalty: 3656.570557
	Iteration 21Q: 3 clusters Score -288150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -288161.062500 Penalty: 3656.570557
	Iteration 22Q: 3 clusters Score -288161.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -288166.000000 Penalty: 3656.570557
	Iteration 23Q: 3 clusters Score -288166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -288174.468750 Penalty: 3656.570557
	Iteration 24Q: 3 clusters Score -288174.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -288177.625000 Penalty: 3656.570557
	Iteration 25Q: 3 clusters Score -288177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -288179.593750 Penalty: 3656.570557
	Iteration 26Q: 3 clusters Score -288179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -288180.375000 Penalty: 3656.570557
	Iteration 27Q: 3 clusters Score -288180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -288180.375000 Penalty: 3656.570557
	Iteration 28F: 3 clusters Score -288180.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -105044.460938 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -105044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103508.851562 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -103508.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103685.664062 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -103685.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103745.250000 Penalty: 3095.176758
	Iteration 2Q: 3 clusters Score -103745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103767.093750 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -103767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103770.515625 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -103770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103771.445312 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -103771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103776.617188 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -103776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103776.617188 Penalty: 3095.176758
	Iteration 7F: 3 clusters Score -103776.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -149668.625000 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -149668.6 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 435 members 
Entering Unmasked Estep 
Score: -147838.546875 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -147838.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148113.234375 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -148113.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -148217.750000 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -148217.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148275.500000 Penalty: 3351.438477
	Iteration 3Q: 3 clusters Score -148275.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -148322.515625 Penalty: 3351.438477
	Iteration 4Q: 3 clusters Score -148322.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -148360.734375 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -148360.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -148415.531250 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -148415.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -148480.281250 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -148480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -148533.062500 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -148533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -148545.640625 Penalty: 3351.438477
	Iteration 9Q: 3 clusters Score -148545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -148557.859375 Penalty: 3351.438477
	Iteration 10Q: 3 clusters Score -148557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -148572.015625 Penalty: 3351.438477
	Iteration 11Q: 3 clusters Score -148572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -148581.406250 Penalty: 3351.438477
	Iteration 12Q: 3 clusters Score -148581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -148588.281250 Penalty: 3351.438477
	Iteration 13Q: 3 clusters Score -148588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -148589.390625 Penalty: 3351.438477
	Iteration 14Q: 3 clusters Score -148589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -148589.390625 Penalty: 3351.438477
	Iteration 15F: 3 clusters Score -148589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Entering Unmasked Estep 
Score: -951192.562500 Penalty: 2110.671631
	Iteration 0F: 2 clusters Score -951192.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -946650.187500 Penalty: 4221.343262
	Iteration 0F: 3 clusters Score -946650.2 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -947754.250000 Penalty: 4221.343262
	Iteration 1F: 3 clusters Score -947754.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -948030.125000 Penalty: 4221.343262
	Iteration 2F: 3 clusters Score -948030.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -948223.000000 Penalty: 4221.343262
	Iteration 3F: 3 clusters Score -948223 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -948367.312500 Penalty: 4221.343262
	Iteration 4Q: 3 clusters Score -948367.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -948502.562500 Penalty: 4221.343262
	Iteration 5Q: 3 clusters Score -948502.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -948594.250000 Penalty: 4221.343262
	Iteration 6Q: 3 clusters Score -948594.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -948668.812500 Penalty: 4221.343262
	Iteration 7Q: 3 clusters Score -948668.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -948722.437500 Penalty: 4221.343262
	Iteration 8Q: 3 clusters Score -948722.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -948775.687500 Penalty: 4221.343262
	Iteration 9Q: 3 clusters Score -948775.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -948813.625000 Penalty: 4221.343262
	Iteration 10Q: 3 clusters Score -948813.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -948849.875000 Penalty: 4221.343262
	Iteration 11Q: 3 clusters Score -948849.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -948891.687500 Penalty: 4221.343262
	Iteration 12Q: 3 clusters Score -948891.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -948934.937500 Penalty: 4221.343262
	Iteration 13Q: 3 clusters Score -948934.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -948981.937500 Penalty: 4221.343262
	Iteration 14Q: 3 clusters Score -948981.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -949031.375000 Penalty: 4221.343262
	Iteration 15Q: 3 clusters Score -949031.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -949095.875000 Penalty: 4221.343262
	Iteration 16Q: 3 clusters Score -949095.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -949164.875000 Penalty: 4221.343262
	Iteration 17Q: 3 clusters Score -949164.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -949234.937500 Penalty: 4221.343262
	Iteration 18Q: 3 clusters Score -949234.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -949301.125000 Penalty: 4221.343262
	Iteration 19Q: 3 clusters Score -949301.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -949366.125000 Penalty: 4221.343262
	Iteration 20F: 3 clusters Score -949366.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -949428.375000 Penalty: 4221.343262
	Iteration 21Q: 3 clusters Score -949428.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -949472.750000 Penalty: 4221.343262
	Iteration 22Q: 3 clusters Score -949472.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -949507.625000 Penalty: 4221.343262
	Iteration 23Q: 3 clusters Score -949507.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -949532.937500 Penalty: 4221.343262
	Iteration 24Q: 3 clusters Score -949532.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -949552.312500 Penalty: 4221.343262
	Iteration 25Q: 3 clusters Score -949552.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -949572.125000 Penalty: 4221.343262
	Iteration 26Q: 3 clusters Score -949572.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -949592.937500 Penalty: 4221.343262
	Iteration 27Q: 3 clusters Score -949592.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -949609.562500 Penalty: 4221.343262
	Iteration 28Q: 3 clusters Score -949609.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -949624.625000 Penalty: 4221.343262
	Iteration 29Q: 3 clusters Score -949624.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -949645.125000 Penalty: 4221.343262
	Iteration 30Q: 3 clusters Score -949645.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -949663.187500 Penalty: 4221.343262
	Iteration 31Q: 3 clusters Score -949663.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -949676.875000 Penalty: 4221.343262
	Iteration 32Q: 3 clusters Score -949676.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -949691.000000 Penalty: 4221.343262
	Iteration 33Q: 3 clusters Score -949691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -949697.125000 Penalty: 4221.343262
	Iteration 34Q: 3 clusters Score -949697.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -949703.125000 Penalty: 4221.343262
	Iteration 35Q: 3 clusters Score -949703.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -949708.562500 Penalty: 4221.343262
	Iteration 36Q: 3 clusters Score -949708.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -949714.937500 Penalty: 4221.343262
	Iteration 37Q: 3 clusters Score -949714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -949717.375000 Penalty: 4221.343262
	Iteration 38Q: 3 clusters Score -949717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -949718.375000 Penalty: 4221.343262
	Iteration 39Q: 3 clusters Score -949718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -949718.937500 Penalty: 4221.343262
	Iteration 40F: 3 clusters Score -949718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -949720.812500 Penalty: 4221.343262
	Iteration 41Q: 3 clusters Score -949720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -949719.562500 Penalty: 4221.343262
	Iteration 42Q: 3 clusters Score -949719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -949721.750000 Penalty: 4221.343262
	Iteration 43Q: 3 clusters Score -949721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -949722.812500 Penalty: 4221.343262
	Iteration 44Q: 3 clusters Score -949722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -949723.000000 Penalty: 4221.343262
	Iteration 45Q: 3 clusters Score -949723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -949722.687500 Penalty: 4221.343262
	Iteration 46Q: 3 clusters Score -949722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -949724.375000 Penalty: 4221.343262
	Iteration 47Q: 3 clusters Score -949724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -949724.375000 Penalty: 4221.343262
	Iteration 48Q: 3 clusters Score -949724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -949725.375000 Penalty: 4221.343262
	Iteration 49Q: 3 clusters Score -949725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -949726.125000 Penalty: 4221.343262
	Iteration 50Q: 3 clusters Score -949726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -949727.062500 Penalty: 4221.343262
	Iteration 51Q: 3 clusters Score -949727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -949727.812500 Penalty: 4221.343262
	Iteration 52Q: 3 clusters Score -949727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -949728.500000 Penalty: 4221.343262
	Iteration 53Q: 3 clusters Score -949728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -949730.437500 Penalty: 4221.343262
	Iteration 54Q: 3 clusters Score -949730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -949730.437500 Penalty: 4221.343262
	Iteration 55F: 3 clusters Score -949730.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Entering Unmasked Estep 
Score: -6049630.000000 Penalty: 2569.929688
	Iteration 0F: 2 clusters Score -6049630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -6028342.000000 Penalty: 5139.859375
	Iteration 0F: 3 clusters Score -6028342 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -6036254.000000 Penalty: 5139.859375
	Iteration 1F: 3 clusters Score -6036254 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -6036783.500000 Penalty: 5139.859375
	Iteration 2F: 3 clusters Score -6036784 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -6037353.000000 Penalty: 5139.859375
	Iteration 3Q: 3 clusters Score -6037353 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -6037880.500000 Penalty: 5139.859375
	Iteration 4Q: 3 clusters Score -6037880 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -6038336.000000 Penalty: 5139.859375
	Iteration 5Q: 3 clusters Score -6038336 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -6038846.500000 Penalty: 5139.859375
	Iteration 6Q: 3 clusters Score -6038846 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6039447.000000 Penalty: 5139.859375
	Iteration 7Q: 3 clusters Score -6039447 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -6040180.000000 Penalty: 5139.859375
	Iteration 8Q: 3 clusters Score -6040180 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -6041038.500000 Penalty: 5139.859375
	Iteration 9Q: 3 clusters Score -6041038 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -6041937.000000 Penalty: 5139.859375
	Iteration 10Q: 3 clusters Score -6041937 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -6042854.500000 Penalty: 5139.859375
	Iteration 11Q: 3 clusters Score -6042854 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -6043653.500000 Penalty: 5139.859375
	Iteration 12Q: 3 clusters Score -6043654 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -6044212.500000 Penalty: 5139.859375
	Iteration 13Q: 3 clusters Score -6044212 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -6044603.000000 Penalty: 5139.859375
	Iteration 14Q: 3 clusters Score -6044603 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -6044989.000000 Penalty: 5139.859375
	Iteration 15Q: 3 clusters Score -6044989 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -6045324.500000 Penalty: 5139.859375
	Iteration 16Q: 3 clusters Score -6045324 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -6045704.000000 Penalty: 5139.859375
	Iteration 17Q: 3 clusters Score -6045704 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6046070.500000 Penalty: 5139.859375
	Iteration 18Q: 3 clusters Score -6046070 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -6046378.000000 Penalty: 5139.859375
	Iteration 19Q: 3 clusters Score -6046378 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -6046599.000000 Penalty: 5139.859375
	Iteration 20F: 3 clusters Score -6046599 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -6046766.500000 Penalty: 5139.859375
	Iteration 21Q: 3 clusters Score -6046766 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -6046868.000000 Penalty: 5139.859375
	Iteration 22Q: 3 clusters Score -6046868 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -6046972.500000 Penalty: 5139.859375
	Iteration 23Q: 3 clusters Score -6046972 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -6047049.000000 Penalty: 5139.859375
	Iteration 24Q: 3 clusters Score -6047049 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -6047115.500000 Penalty: 5139.859375
	Iteration 25Q: 3 clusters Score -6047116 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -6047178.000000 Penalty: 5139.859375
	Iteration 26Q: 3 clusters Score -6047178 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -6047195.500000 Penalty: 5139.859375
	Iteration 27Q: 3 clusters Score -6047196 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -6047232.000000 Penalty: 5139.859375
	Iteration 28Q: 3 clusters Score -6047232 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -6047277.500000 Penalty: 5139.859375
	Iteration 29Q: 3 clusters Score -6047278 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -6047316.500000 Penalty: 5139.859375
	Iteration 30Q: 3 clusters Score -6047316 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -6047363.000000 Penalty: 5139.859375
	Iteration 31Q: 3 clusters Score -6047363 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -6047400.000000 Penalty: 5139.859375
	Iteration 32Q: 3 clusters Score -6047400 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6047443.500000 Penalty: 5139.859375
	Iteration 33Q: 3 clusters Score -6047444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6047469.500000 Penalty: 5139.859375
	Iteration 34Q: 3 clusters Score -6047470 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6047482.000000 Penalty: 5139.859375
	Iteration 35Q: 3 clusters Score -6047482 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -6047501.000000 Penalty: 5139.859375
	Iteration 36Q: 3 clusters Score -6047501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -6047509.500000 Penalty: 5139.859375
	Iteration 37Q: 3 clusters Score -6047510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6047507.000000 Penalty: 5139.859375
	Iteration 38Q: 3 clusters Score -6047507 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6047517.500000 Penalty: 5139.859375
	Iteration 39Q: 3 clusters Score -6047518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6047546.500000 Penalty: 5139.859375
	Iteration 40F: 3 clusters Score -6047546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -6047564.000000 Penalty: 5139.859375
	Iteration 41Q: 3 clusters Score -6047564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6047567.000000 Penalty: 5139.859375
	Iteration 42Q: 3 clusters Score -6047567 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6047583.500000 Penalty: 5139.859375
	Iteration 43Q: 3 clusters Score -6047584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6047587.000000 Penalty: 5139.859375
	Iteration 44Q: 3 clusters Score -6047587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6047593.000000 Penalty: 5139.859375
	Iteration 45Q: 3 clusters Score -6047593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6047587.000000 Penalty: 5139.859375
	Iteration 46Q: 3 clusters Score -6047587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -6047586.000000 Penalty: 5139.859375
	Iteration 47Q: 3 clusters Score -6047586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6047589.500000 Penalty: 5139.859375
	Iteration 48Q: 3 clusters Score -6047590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6047588.000000 Penalty: 5139.859375
	Iteration 49Q: 3 clusters Score -6047588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6047607.500000 Penalty: 5139.859375
	Iteration 50Q: 3 clusters Score -6047608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6047606.000000 Penalty: 5139.859375
	Iteration 51Q: 3 clusters Score -6047606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6047611.000000 Penalty: 5139.859375
	Iteration 52Q: 3 clusters Score -6047611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6047611.500000 Penalty: 5139.859375
	Iteration 53Q: 3 clusters Score -6047612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6047604.500000 Penalty: 5139.859375
	Iteration 54Q: 3 clusters Score -6047604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6047624.500000 Penalty: 5139.859375
	Iteration 55Q: 3 clusters Score -6047624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6047628.500000 Penalty: 5139.859375
	Iteration 56Q: 3 clusters Score -6047628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6047642.000000 Penalty: 5139.859375
	Iteration 57Q: 3 clusters Score -6047642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6047638.500000 Penalty: 5139.859375
	Iteration 58Q: 3 clusters Score -6047638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6047647.000000 Penalty: 5139.859375
	Iteration 59Q: 3 clusters Score -6047647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6047652.000000 Penalty: 5139.859375
	Iteration 60F: 3 clusters Score -6047652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6047650.500000 Penalty: 5139.859375
	Iteration 61Q: 3 clusters Score -6047650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6047658.500000 Penalty: 5139.859375
	Iteration 62Q: 3 clusters Score -6047658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6047662.500000 Penalty: 5139.859375
	Iteration 63Q: 3 clusters Score -6047662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6047671.000000 Penalty: 5139.859375
	Iteration 64Q: 3 clusters Score -6047671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6047675.500000 Penalty: 5139.859375
	Iteration 65Q: 3 clusters Score -6047676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6047672.000000 Penalty: 5139.859375
	Iteration 66Q: 3 clusters Score -6047672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6047673.000000 Penalty: 5139.859375
	Iteration 67Q: 3 clusters Score -6047673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6047674.500000 Penalty: 5139.859375
	Iteration 68Q: 3 clusters Score -6047674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6047686.000000 Penalty: 5139.859375
	Iteration 69Q: 3 clusters Score -6047686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6047684.500000 Penalty: 5139.859375
	Iteration 70Q: 3 clusters Score -6047684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6047674.000000 Penalty: 5139.859375
	Iteration 71Q: 3 clusters Score -6047674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6047669.500000 Penalty: 5139.859375
	Iteration 72Q: 3 clusters Score -6047670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6047664.500000 Penalty: 5139.859375
	Iteration 73Q: 3 clusters Score -6047664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6047662.500000 Penalty: 5139.859375
	Iteration 74Q: 3 clusters Score -6047662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6047668.000000 Penalty: 5139.859375
	Iteration 75Q: 3 clusters Score -6047668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6047675.000000 Penalty: 5139.859375
	Iteration 76Q: 3 clusters Score -6047675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6047668.000000 Penalty: 5139.859375
	Iteration 77Q: 3 clusters Score -6047668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6047667.500000 Penalty: 5139.859375
	Iteration 78Q: 3 clusters Score -6047668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6047675.500000 Penalty: 5139.859375
	Iteration 79Q: 3 clusters Score -6047676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6047683.500000 Penalty: 5139.859375
	Iteration 80F: 3 clusters Score -6047684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6047688.000000 Penalty: 5139.859375
	Iteration 81Q: 3 clusters Score -6047688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6047682.000000 Penalty: 5139.859375
	Iteration 82Q: 3 clusters Score -6047682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6047676.000000 Penalty: 5139.859375
	Iteration 83Q: 3 clusters Score -6047676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6047691.000000 Penalty: 5139.859375
	Iteration 84Q: 3 clusters Score -6047691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6047686.000000 Penalty: 5139.859375
	Iteration 85Q: 3 clusters Score -6047686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6047684.500000 Penalty: 5139.859375
	Iteration 86Q: 3 clusters Score -6047684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6047682.000000 Penalty: 5139.859375
	Iteration 87Q: 3 clusters Score -6047682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6047686.500000 Penalty: 5139.859375
	Iteration 88Q: 3 clusters Score -6047686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6047690.500000 Penalty: 5139.859375
	Iteration 89Q: 3 clusters Score -6047690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6047694.500000 Penalty: 5139.859375
	Iteration 90Q: 3 clusters Score -6047694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6047694.000000 Penalty: 5139.859375
	Iteration 91Q: 3 clusters Score -6047694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6047696.500000 Penalty: 5139.859375
	Iteration 92Q: 3 clusters Score -6047696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6047690.500000 Penalty: 5139.859375
	Iteration 93Q: 3 clusters Score -6047690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6047690.500000 Penalty: 5139.859375
	Iteration 94Q: 3 clusters Score -6047690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6047687.500000 Penalty: 5139.859375
	Iteration 95Q: 3 clusters Score -6047688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6047687.000000 Penalty: 5139.859375
	Iteration 96Q: 3 clusters Score -6047687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6047693.000000 Penalty: 5139.859375
	Iteration 97Q: 3 clusters Score -6047693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6047695.500000 Penalty: 5139.859375
	Iteration 98Q: 3 clusters Score -6047696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6047695.500000 Penalty: 5139.859375
	Iteration 99Q: 3 clusters Score -6047696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6047691.000000 Penalty: 5139.859375
	Iteration 100F: 3 clusters Score -6047691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6047693.500000 Penalty: 5139.859375
	Iteration 101Q: 3 clusters Score -6047694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6047693.500000 Penalty: 5139.859375
	Iteration 102F: 3 clusters Score -6047694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -59347.957031 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -59347.96 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 205 members 
Entering Unmasked Estep 
Score: -58020.945312 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -58020.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58176.605469 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -58176.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58232.632812 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -58232.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58285.273438 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -58285.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58362.058594 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -58362.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58431.332031 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -58431.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58524.417969 Penalty: 2974.240234
	Iteration 6F: 3 clusters Score -58524.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -58653.273438 Penalty: 2974.240234
	Iteration 7F: 3 clusters Score -58653.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -58813.972656 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -58813.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -58992.203125 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -58992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -59048.828125 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -59048.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -59085.179688 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -59085.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -59122.832031 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -59122.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -59130.820312 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -59130.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -59151.566406 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -59151.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -59151.566406 Penalty: 2974.240234
	Iteration 15F: 3 clusters Score -59151.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -51388.250000 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -51388.25 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 205 members 
Entering Unmasked Estep 
Score: -50144.996094 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -50145 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50338.269531 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -50338.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50504.617188 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -50504.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50596.285156 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -50596.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50730.554688 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -50730.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50830.285156 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -50830.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50947.750000 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -50947.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50968.812500 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -50968.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50970.136719 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -50970.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50972.707031 Penalty: 2920.883301
	Iteration 9F: 3 clusters Score -50972.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50998.906250 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -50998.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51040.445312 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -51040.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51072.335938 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -51072.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51094.390625 Penalty: 2920.883301
	Iteration 13Q: 3 clusters Score -51094.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51144.683594 Penalty: 2920.883301
	Iteration 14Q: 3 clusters Score -51144.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51165.773438 Penalty: 2920.883301
	Iteration 15Q: 3 clusters Score -51165.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51212.722656 Penalty: 2920.883301
	Iteration 16Q: 3 clusters Score -51212.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51258.937500 Penalty: 2920.883301
	Iteration 17Q: 3 clusters Score -51258.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51259.628906 Penalty: 2920.883301
	Iteration 18Q: 3 clusters Score -51259.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51259.628906 Penalty: 2920.883301
	Iteration 19F: 3 clusters Score -51259.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Entering Unmasked Estep 
Score: -5263862.000000 Penalty: 2536.300781
	Iteration 0F: 2 clusters Score -5263862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5244929.500000 Penalty: 5072.601562
	Iteration 0F: 3 clusters Score -5244930 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -5251798.000000 Penalty: 5072.601562
	Iteration 1F: 3 clusters Score -5251798 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -5252162.000000 Penalty: 5072.601562
	Iteration 2Q: 3 clusters Score -5252162 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -5252545.000000 Penalty: 5072.601562
	Iteration 3Q: 3 clusters Score -5252545 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -5252893.000000 Penalty: 5072.601562
	Iteration 4Q: 3 clusters Score -5252893 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -5253262.000000 Penalty: 5072.601562
	Iteration 5Q: 3 clusters Score -5253262 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -5253723.500000 Penalty: 5072.601562
	Iteration 6Q: 3 clusters Score -5253724 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -5254231.000000 Penalty: 5072.601562
	Iteration 7Q: 3 clusters Score -5254231 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -5254827.500000 Penalty: 5072.601562
	Iteration 8Q: 3 clusters Score -5254828 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5255638.500000 Penalty: 5072.601562
	Iteration 9Q: 3 clusters Score -5255638 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -5256765.000000 Penalty: 5072.601562
	Iteration 10F: 3 clusters Score -5256765 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5257766.500000 Penalty: 5072.601562
	Iteration 11F: 3 clusters Score -5257766 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5258440.500000 Penalty: 5072.601562
	Iteration 12Q: 3 clusters Score -5258440 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -5258840.000000 Penalty: 5072.601562
	Iteration 13Q: 3 clusters Score -5258840 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -5259078.000000 Penalty: 5072.601562
	Iteration 14Q: 3 clusters Score -5259078 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5259336.500000 Penalty: 5072.601562
	Iteration 15Q: 3 clusters Score -5259336 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -5259539.500000 Penalty: 5072.601562
	Iteration 16Q: 3 clusters Score -5259540 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -5259778.000000 Penalty: 5072.601562
	Iteration 17Q: 3 clusters Score -5259778 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5259965.000000 Penalty: 5072.601562
	Iteration 18Q: 3 clusters Score -5259965 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -5260097.000000 Penalty: 5072.601562
	Iteration 19Q: 3 clusters Score -5260097 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -5260195.000000 Penalty: 5072.601562
	Iteration 20F: 3 clusters Score -5260195 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -5260291.000000 Penalty: 5072.601562
	Iteration 21Q: 3 clusters Score -5260291 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5260334.500000 Penalty: 5072.601562
	Iteration 22Q: 3 clusters Score -5260334 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5260392.500000 Penalty: 5072.601562
	Iteration 23Q: 3 clusters Score -5260392 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5260447.500000 Penalty: 5072.601562
	Iteration 24Q: 3 clusters Score -5260448 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -5260470.500000 Penalty: 5072.601562
	Iteration 25Q: 3 clusters Score -5260470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -5260526.500000 Penalty: 5072.601562
	Iteration 26Q: 3 clusters Score -5260526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -5260571.500000 Penalty: 5072.601562
	Iteration 27Q: 3 clusters Score -5260572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -5260586.500000 Penalty: 5072.601562
	Iteration 28Q: 3 clusters Score -5260586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -5260630.500000 Penalty: 5072.601562
	Iteration 29Q: 3 clusters Score -5260630 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5260641.000000 Penalty: 5072.601562
	Iteration 30Q: 3 clusters Score -5260641 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -5260676.000000 Penalty: 5072.601562
	Iteration 31Q: 3 clusters Score -5260676 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -5260713.000000 Penalty: 5072.601562
	Iteration 32Q: 3 clusters Score -5260713 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5260743.500000 Penalty: 5072.601562
	Iteration 33Q: 3 clusters Score -5260744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5260776.500000 Penalty: 5072.601562
	Iteration 34Q: 3 clusters Score -5260776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5260797.000000 Penalty: 5072.601562
	Iteration 35Q: 3 clusters Score -5260797 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -5260823.000000 Penalty: 5072.601562
	Iteration 36Q: 3 clusters Score -5260823 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5260837.000000 Penalty: 5072.601562
	Iteration 37Q: 3 clusters Score -5260837 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5260863.000000 Penalty: 5072.601562
	Iteration 38Q: 3 clusters Score -5260863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5260882.500000 Penalty: 5072.601562
	Iteration 39Q: 3 clusters Score -5260882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5260889.500000 Penalty: 5072.601562
	Iteration 40F: 3 clusters Score -5260890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -5260893.000000 Penalty: 5072.601562
	Iteration 41Q: 3 clusters Score -5260893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -5260910.500000 Penalty: 5072.601562
	Iteration 42Q: 3 clusters Score -5260910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5260922.500000 Penalty: 5072.601562
	Iteration 43Q: 3 clusters Score -5260922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5260931.000000 Penalty: 5072.601562
	Iteration 44Q: 3 clusters Score -5260931 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5260947.500000 Penalty: 5072.601562
	Iteration 45Q: 3 clusters Score -5260948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -5260946.500000 Penalty: 5072.601562
	Iteration 46Q: 3 clusters Score -5260946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5260941.500000 Penalty: 5072.601562
	Iteration 47Q: 3 clusters Score -5260942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -5260967.000000 Penalty: 5072.601562
	Iteration 48Q: 3 clusters Score -5260967 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5260990.000000 Penalty: 5072.601562
	Iteration 49Q: 3 clusters Score -5260990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -5261002.000000 Penalty: 5072.601562
	Iteration 50Q: 3 clusters Score -5261002 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -5261030.000000 Penalty: 5072.601562
	Iteration 51Q: 3 clusters Score -5261030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -5261056.000000 Penalty: 5072.601562
	Iteration 52Q: 3 clusters Score -5261056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -5261065.000000 Penalty: 5072.601562
	Iteration 53Q: 3 clusters Score -5261065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -5261096.500000 Penalty: 5072.601562
	Iteration 54Q: 3 clusters Score -5261096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -5261119.000000 Penalty: 5072.601562
	Iteration 55Q: 3 clusters Score -5261119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5261123.500000 Penalty: 5072.601562
	Iteration 56Q: 3 clusters Score -5261124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5261140.500000 Penalty: 5072.601562
	Iteration 57Q: 3 clusters Score -5261140 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -5261174.000000 Penalty: 5072.601562
	Iteration 58Q: 3 clusters Score -5261174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5261190.000000 Penalty: 5072.601562
	Iteration 59Q: 3 clusters Score -5261190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -5261219.500000 Penalty: 5072.601562
	Iteration 60F: 3 clusters Score -5261220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -5261234.000000 Penalty: 5072.601562
	Iteration 61Q: 3 clusters Score -5261234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -5261239.000000 Penalty: 5072.601562
	Iteration 62Q: 3 clusters Score -5261239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5261257.500000 Penalty: 5072.601562
	Iteration 63Q: 3 clusters Score -5261258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5261260.000000 Penalty: 5072.601562
	Iteration 64Q: 3 clusters Score -5261260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5261280.500000 Penalty: 5072.601562
	Iteration 65Q: 3 clusters Score -5261280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5261283.000000 Penalty: 5072.601562
	Iteration 66Q: 3 clusters Score -5261283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -5261303.000000 Penalty: 5072.601562
	Iteration 67Q: 3 clusters Score -5261303 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -5261318.500000 Penalty: 5072.601562
	Iteration 68Q: 3 clusters Score -5261318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5261317.000000 Penalty: 5072.601562
	Iteration 69Q: 3 clusters Score -5261317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5261319.500000 Penalty: 5072.601562
	Iteration 70Q: 3 clusters Score -5261320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -5261341.500000 Penalty: 5072.601562
	Iteration 71Q: 3 clusters Score -5261342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -5261345.000000 Penalty: 5072.601562
	Iteration 72Q: 3 clusters Score -5261345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5261345.500000 Penalty: 5072.601562
	Iteration 73Q: 3 clusters Score -5261346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5261356.500000 Penalty: 5072.601562
	Iteration 74Q: 3 clusters Score -5261356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5261377.000000 Penalty: 5072.601562
	Iteration 75Q: 3 clusters Score -5261377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5261379.500000 Penalty: 5072.601562
	Iteration 76Q: 3 clusters Score -5261380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5261378.000000 Penalty: 5072.601562
	Iteration 77Q: 3 clusters Score -5261378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -5261371.500000 Penalty: 5072.601562
	Iteration 78Q: 3 clusters Score -5261372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5261371.000000 Penalty: 5072.601562
	Iteration 79Q: 3 clusters Score -5261371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5261389.500000 Penalty: 5072.601562
	Iteration 80F: 3 clusters Score -5261390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5261393.000000 Penalty: 5072.601562
	Iteration 81Q: 3 clusters Score -5261393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5261412.500000 Penalty: 5072.601562
	Iteration 82Q: 3 clusters Score -5261412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -5261418.500000 Penalty: 5072.601562
	Iteration 83Q: 3 clusters Score -5261418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -5261424.500000 Penalty: 5072.601562
	Iteration 84Q: 3 clusters Score -5261424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -5261430.500000 Penalty: 5072.601562
	Iteration 85Q: 3 clusters Score -5261430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5261439.000000 Penalty: 5072.601562
	Iteration 86Q: 3 clusters Score -5261439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5261452.000000 Penalty: 5072.601562
	Iteration 87Q: 3 clusters Score -5261452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5261449.000000 Penalty: 5072.601562
	Iteration 88Q: 3 clusters Score -5261449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -5261451.000000 Penalty: 5072.601562
	Iteration 89Q: 3 clusters Score -5261451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -5261456.500000 Penalty: 5072.601562
	Iteration 90Q: 3 clusters Score -5261456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5261455.500000 Penalty: 5072.601562
	Iteration 91Q: 3 clusters Score -5261456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -5261452.500000 Penalty: 5072.601562
	Iteration 92Q: 3 clusters Score -5261452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -5261459.500000 Penalty: 5072.601562
	Iteration 93Q: 3 clusters Score -5261460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -5261467.500000 Penalty: 5072.601562
	Iteration 94Q: 3 clusters Score -5261468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -5261482.000000 Penalty: 5072.601562
	Iteration 95Q: 3 clusters Score -5261482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5261482.500000 Penalty: 5072.601562
	Iteration 96Q: 3 clusters Score -5261482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -5261487.500000 Penalty: 5072.601562
	Iteration 97Q: 3 clusters Score -5261488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5261485.500000 Penalty: 5072.601562
	Iteration 98Q: 3 clusters Score -5261486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -5261485.500000 Penalty: 5072.601562
	Iteration 99Q: 3 clusters Score -5261486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -5261484.500000 Penalty: 5072.601562
	Iteration 100F: 3 clusters Score -5261484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -5261486.000000 Penalty: 5072.601562
	Iteration 101Q: 3 clusters Score -5261486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -5261492.500000 Penalty: 5072.601562
	Iteration 102Q: 3 clusters Score -5261492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5261501.000000 Penalty: 5072.601562
	Iteration 103Q: 3 clusters Score -5261501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -5261491.000000 Penalty: 5072.601562
	Iteration 104Q: 3 clusters Score -5261491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5261499.500000 Penalty: 5072.601562
	Iteration 105Q: 3 clusters Score -5261500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -5261499.000000 Penalty: 5072.601562
	Iteration 106Q: 3 clusters Score -5261499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -5261507.000000 Penalty: 5072.601562
	Iteration 107Q: 3 clusters Score -5261507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -5261517.000000 Penalty: 5072.601562
	Iteration 108Q: 3 clusters Score -5261517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5261510.500000 Penalty: 5072.601562
	Iteration 109Q: 3 clusters Score -5261510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -5261513.000000 Penalty: 5072.601562
	Iteration 110Q: 3 clusters Score -5261513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -5261519.500000 Penalty: 5072.601562
	Iteration 111Q: 3 clusters Score -5261520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -5261519.500000 Penalty: 5072.601562
	Iteration 112Q: 3 clusters Score -5261520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -5261519.500000 Penalty: 5072.601562
	Iteration 113Q: 3 clusters Score -5261520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5261514.500000 Penalty: 5072.601562
	Iteration 114Q: 3 clusters Score -5261514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -5261510.500000 Penalty: 5072.601562
	Iteration 115Q: 3 clusters Score -5261510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -5261517.000000 Penalty: 5072.601562
	Iteration 116Q: 3 clusters Score -5261517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -5261525.500000 Penalty: 5072.601562
	Iteration 117Q: 3 clusters Score -5261526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -5261531.000000 Penalty: 5072.601562
	Iteration 118Q: 3 clusters Score -5261531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5261527.500000 Penalty: 5072.601562
	Iteration 119Q: 3 clusters Score -5261528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -5261525.500000 Penalty: 5072.601562
	Iteration 120F: 3 clusters Score -5261526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5261526.000000 Penalty: 5072.601562
	Iteration 121Q: 3 clusters Score -5261526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5261532.500000 Penalty: 5072.601562
	Iteration 122Q: 3 clusters Score -5261532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5261531.000000 Penalty: 5072.601562
	Iteration 123Q: 3 clusters Score -5261531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -5261526.000000 Penalty: 5072.601562
	Iteration 124Q: 3 clusters Score -5261526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -5261529.000000 Penalty: 5072.601562
	Iteration 125Q: 3 clusters Score -5261529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -5261533.000000 Penalty: 5072.601562
	Iteration 126Q: 3 clusters Score -5261533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -5261534.000000 Penalty: 5072.601562
	Iteration 127Q: 3 clusters Score -5261534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -5261533.500000 Penalty: 5072.601562
	Iteration 128Q: 3 clusters Score -5261534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5261537.500000 Penalty: 5072.601562
	Iteration 129Q: 3 clusters Score -5261538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -5261529.500000 Penalty: 5072.601562
	Iteration 130Q: 3 clusters Score -5261530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -5261526.500000 Penalty: 5072.601562
	Iteration 131Q: 3 clusters Score -5261526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5261532.500000 Penalty: 5072.601562
	Iteration 132Q: 3 clusters Score -5261532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -5261528.500000 Penalty: 5072.601562
	Iteration 133Q: 3 clusters Score -5261528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -5261529.000000 Penalty: 5072.601562
	Iteration 134Q: 3 clusters Score -5261529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -5261534.000000 Penalty: 5072.601562
	Iteration 135Q: 3 clusters Score -5261534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -5261533.500000 Penalty: 5072.601562
	Iteration 136Q: 3 clusters Score -5261534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -5261538.500000 Penalty: 5072.601562
	Iteration 137Q: 3 clusters Score -5261538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -5261545.500000 Penalty: 5072.601562
	Iteration 138Q: 3 clusters Score -5261546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5261540.500000 Penalty: 5072.601562
	Iteration 139Q: 3 clusters Score -5261540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -5261537.500000 Penalty: 5072.601562
	Iteration 140F: 3 clusters Score -5261538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -5261542.000000 Penalty: 5072.601562
	Iteration 141Q: 3 clusters Score -5261542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -5261533.500000 Penalty: 5072.601562
	Iteration 142Q: 3 clusters Score -5261534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -5261530.500000 Penalty: 5072.601562
	Iteration 143Q: 3 clusters Score -5261530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -5261553.500000 Penalty: 5072.601562
	Iteration 144Q: 3 clusters Score -5261554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -5261547.500000 Penalty: 5072.601562
	Iteration 145Q: 3 clusters Score -5261548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -5261566.500000 Penalty: 5072.601562
	Iteration 146Q: 3 clusters Score -5261566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -5261557.500000 Penalty: 5072.601562
	Iteration 147Q: 3 clusters Score -5261558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5261569.000000 Penalty: 5072.601562
	Iteration 148Q: 3 clusters Score -5261569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -5261563.500000 Penalty: 5072.601562
	Iteration 149Q: 3 clusters Score -5261564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -5261574.000000 Penalty: 5072.601562
	Iteration 150Q: 3 clusters Score -5261574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -5261574.000000 Penalty: 5072.601562
	Iteration 151Q: 3 clusters Score -5261574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -5261579.500000 Penalty: 5072.601562
	Iteration 152Q: 3 clusters Score -5261580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -5261579.500000 Penalty: 5072.601562
	Iteration 153Q: 3 clusters Score -5261580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -5261581.000000 Penalty: 5072.601562
	Iteration 154Q: 3 clusters Score -5261581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -5261591.500000 Penalty: 5072.601562
	Iteration 155Q: 3 clusters Score -5261592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -5261601.500000 Penalty: 5072.601562
	Iteration 156Q: 3 clusters Score -5261602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -5261597.500000 Penalty: 5072.601562
	Iteration 157Q: 3 clusters Score -5261598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5261615.000000 Penalty: 5072.601562
	Iteration 158Q: 3 clusters Score -5261615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5261620.500000 Penalty: 5072.601562
	Iteration 159Q: 3 clusters Score -5261620 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5261622.500000 Penalty: 5072.601562
	Iteration 160F: 3 clusters Score -5261622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -5261616.000000 Penalty: 5072.601562
	Iteration 161Q: 3 clusters Score -5261616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5261620.000000 Penalty: 5072.601562
	Iteration 162Q: 3 clusters Score -5261620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -5261624.500000 Penalty: 5072.601562
	Iteration 163Q: 3 clusters Score -5261624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -5261626.500000 Penalty: 5072.601562
	Iteration 164Q: 3 clusters Score -5261626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5261625.500000 Penalty: 5072.601562
	Iteration 165Q: 3 clusters Score -5261626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -5261621.500000 Penalty: 5072.601562
	Iteration 166Q: 3 clusters Score -5261622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -5261629.000000 Penalty: 5072.601562
	Iteration 167Q: 3 clusters Score -5261629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -5261628.000000 Penalty: 5072.601562
	Iteration 168Q: 3 clusters Score -5261628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -5261627.500000 Penalty: 5072.601562
	Iteration 169Q: 3 clusters Score -5261628 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -5261630.000000 Penalty: 5072.601562
	Iteration 170Q: 3 clusters Score -5261630 nChanged 15
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Entering Unmasked Estep 
Score: -5261643.500000 Penalty: 5072.601562
	Iteration 171Q: 3 clusters Score -5261644 nChanged 20
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Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5261643.000000 Penalty: 5072.601562
	Iteration 172Q: 3 clusters Score -5261643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -5261634.000000 Penalty: 5072.601562
	Iteration 173Q: 3 clusters Score -5261634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5261637.500000 Penalty: 5072.601562
	Iteration 174Q: 3 clusters Score -5261638 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2330 members 
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Entering Unmasked Estep 
Score: -5261647.500000 Penalty: 5072.601562
	Iteration 175Q: 3 clusters Score -5261648 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5261654.000000 Penalty: 5072.601562
	Iteration 176Q: 3 clusters Score -5261654 nChanged 9
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Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -5261650.000000 Penalty: 5072.601562
	Iteration 177Q: 3 clusters Score -5261650 nChanged 14
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Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5261653.500000 Penalty: 5072.601562
	Iteration 178Q: 3 clusters Score -5261654 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -5261652.000000 Penalty: 5072.601562
	Iteration 179Q: 3 clusters Score -5261652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -5261657.000000 Penalty: 5072.601562
	Iteration 180F: 3 clusters Score -5261657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -5261654.500000 Penalty: 5072.601562
	Iteration 181Q: 3 clusters Score -5261654 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -5261663.500000 Penalty: 5072.601562
	Iteration 182Q: 3 clusters Score -5261664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5261672.000000 Penalty: 5072.601562
	Iteration 183Q: 3 clusters Score -5261672 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -5261666.000000 Penalty: 5072.601562
	Iteration 184Q: 3 clusters Score -5261666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5261672.000000 Penalty: 5072.601562
	Iteration 185Q: 3 clusters Score -5261672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5261673.500000 Penalty: 5072.601562
	Iteration 186Q: 3 clusters Score -5261674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -5261672.000000 Penalty: 5072.601562
	Iteration 187Q: 3 clusters Score -5261672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5261669.500000 Penalty: 5072.601562
	Iteration 188Q: 3 clusters Score -5261670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -5261672.500000 Penalty: 5072.601562
	Iteration 189Q: 3 clusters Score -5261672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -5261673.500000 Penalty: 5072.601562
	Iteration 190Q: 3 clusters Score -5261674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5261670.000000 Penalty: 5072.601562
	Iteration 191Q: 3 clusters Score -5261670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -5261673.500000 Penalty: 5072.601562
	Iteration 192Q: 3 clusters Score -5261674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -5261673.500000 Penalty: 5072.601562
	Iteration 193F: 3 clusters Score -5261674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Entering Unmasked Estep 
Score: -10384340.000000 Penalty: 2710.073975
	Iteration 0F: 2 clusters Score -1.038434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -10347534.000000 Penalty: 5420.147949
	Iteration 0F: 3 clusters Score -1.034753e+07 nChanged 25842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -10361973.000000 Penalty: 5420.147949
	Iteration 1F: 3 clusters Score -1.036197e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -10362572.000000 Penalty: 5420.147949
	Iteration 2Q: 3 clusters Score -1.036257e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -10363096.000000 Penalty: 5420.147949
	Iteration 3Q: 3 clusters Score -1.03631e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -10363605.000000 Penalty: 5420.147949
	Iteration 4Q: 3 clusters Score -1.03636e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -10364296.000000 Penalty: 5420.147949
	Iteration 5Q: 3 clusters Score -1.03643e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -10365277.000000 Penalty: 5420.147949
	Iteration 6Q: 3 clusters Score -1.036528e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -10366741.000000 Penalty: 5420.147949
	Iteration 7F: 3 clusters Score -1.036674e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -10369037.000000 Penalty: 5420.147949
	Iteration 8F: 3 clusters Score -1.036904e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -10372093.000000 Penalty: 5420.147949
	Iteration 9F: 3 clusters Score -1.037209e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -10375395.000000 Penalty: 5420.147949
	Iteration 10F: 3 clusters Score -1.03754e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -10378285.000000 Penalty: 5420.147949
	Iteration 11F: 3 clusters Score -1.037828e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -10380187.000000 Penalty: 5420.147949
	Iteration 12Q: 3 clusters Score -1.038019e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -10381214.000000 Penalty: 5420.147949
	Iteration 13Q: 3 clusters Score -1.038121e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -10381588.000000 Penalty: 5420.147949
	Iteration 14Q: 3 clusters Score -1.038159e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -10381726.000000 Penalty: 5420.147949
	Iteration 15Q: 3 clusters Score -1.038173e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10381801.000000 Penalty: 5420.147949
	Iteration 16Q: 3 clusters Score -1.03818e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -10381845.000000 Penalty: 5420.147949
	Iteration 17Q: 3 clusters Score -1.038184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -10381880.000000 Penalty: 5420.147949
	Iteration 18Q: 3 clusters Score -1.038188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -10381899.000000 Penalty: 5420.147949
	Iteration 19Q: 3 clusters Score -1.03819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -10381923.000000 Penalty: 5420.147949
	Iteration 20F: 3 clusters Score -1.038192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -10381927.000000 Penalty: 5420.147949
	Iteration 21Q: 3 clusters Score -1.038193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -10381945.000000 Penalty: 5420.147949
	Iteration 22Q: 3 clusters Score -1.038194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -10381960.000000 Penalty: 5420.147949
	Iteration 23Q: 3 clusters Score -1.038196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -10381972.000000 Penalty: 5420.147949
	Iteration 24Q: 3 clusters Score -1.038197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -10381974.000000 Penalty: 5420.147949
	Iteration 25Q: 3 clusters Score -1.038197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -10381967.000000 Penalty: 5420.147949
	Iteration 26Q: 3 clusters Score -1.038197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -10381964.000000 Penalty: 5420.147949
	Iteration 27Q: 3 clusters Score -1.038196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -10381971.000000 Penalty: 5420.147949
	Iteration 28Q: 3 clusters Score -1.038197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -10381978.000000 Penalty: 5420.147949
	Iteration 29Q: 3 clusters Score -1.038198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -10381978.000000 Penalty: 5420.147949
	Iteration 30F: 3 clusters Score -1.038198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Entering Unmasked Estep 
Score: -4998177.000000 Penalty: 2505.461182
	Iteration 0F: 2 clusters Score -4998177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4981721.500000 Penalty: 5010.922363
	Iteration 0F: 3 clusters Score -4981722 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -4987380.500000 Penalty: 5010.922363
	Iteration 1F: 3 clusters Score -4987380 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -4987770.000000 Penalty: 5010.922363
	Iteration 2Q: 3 clusters Score -4987770 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4988159.000000 Penalty: 5010.922363
	Iteration 3Q: 3 clusters Score -4988159 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4988625.000000 Penalty: 5010.922363
	Iteration 4Q: 3 clusters Score -4988625 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -4989157.500000 Penalty: 5010.922363
	Iteration 5Q: 3 clusters Score -4989158 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4989971.000000 Penalty: 5010.922363
	Iteration 6F: 3 clusters Score -4989971 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4991070.500000 Penalty: 5010.922363
	Iteration 7F: 3 clusters Score -4991070 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -4992443.000000 Penalty: 5010.922363
	Iteration 8F: 3 clusters Score -4992443 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4993797.000000 Penalty: 5010.922363
	Iteration 9F: 3 clusters Score -4993797 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4994793.000000 Penalty: 5010.922363
	Iteration 10Q: 3 clusters Score -4994793 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4995364.500000 Penalty: 5010.922363
	Iteration 11Q: 3 clusters Score -4995364 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4995639.000000 Penalty: 5010.922363
	Iteration 12Q: 3 clusters Score -4995639 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4995779.500000 Penalty: 5010.922363
	Iteration 13Q: 3 clusters Score -4995780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4995850.000000 Penalty: 5010.922363
	Iteration 14Q: 3 clusters Score -4995850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4995898.000000 Penalty: 5010.922363
	Iteration 15Q: 3 clusters Score -4995898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4995931.000000 Penalty: 5010.922363
	Iteration 16Q: 3 clusters Score -4995931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4995945.000000 Penalty: 5010.922363
	Iteration 17Q: 3 clusters Score -4995945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4995956.500000 Penalty: 5010.922363
	Iteration 18Q: 3 clusters Score -4995956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4995970.500000 Penalty: 5010.922363
	Iteration 19Q: 3 clusters Score -4995970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4995980.000000 Penalty: 5010.922363
	Iteration 20F: 3 clusters Score -4995980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4995982.000000 Penalty: 5010.922363
	Iteration 21Q: 3 clusters Score -4995982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4995981.500000 Penalty: 5010.922363
	Iteration 22Q: 3 clusters Score -4995982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4995985.000000 Penalty: 5010.922363
	Iteration 23Q: 3 clusters Score -4995985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4995989.500000 Penalty: 5010.922363
	Iteration 24Q: 3 clusters Score -4995990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4995989.000000 Penalty: 5010.922363
	Iteration 25Q: 3 clusters Score -4995989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4995989.500000 Penalty: 5010.922363
	Iteration 26Q: 3 clusters Score -4995990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4995989.500000 Penalty: 5010.922363
	Iteration 27F: 3 clusters Score -4995990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Entering Unmasked Estep 
Score: -3714870.500000 Penalty: 2424.911133
	Iteration 0F: 2 clusters Score -3714870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3703490.500000 Penalty: 4849.822266
	Iteration 0F: 3 clusters Score -3703490 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3707465.000000 Penalty: 4849.822266
	Iteration 1F: 3 clusters Score -3707465 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3707853.000000 Penalty: 4849.822266
	Iteration 2F: 3 clusters Score -3707853 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3708172.750000 Penalty: 4849.822266
	Iteration 3Q: 3 clusters Score -3708173 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3708436.500000 Penalty: 4849.822266
	Iteration 4Q: 3 clusters Score -3708436 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3708703.500000 Penalty: 4849.822266
	Iteration 5Q: 3 clusters Score -3708704 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3708940.250000 Penalty: 4849.822266
	Iteration 6Q: 3 clusters Score -3708940 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3709208.000000 Penalty: 4849.822266
	Iteration 7Q: 3 clusters Score -3709208 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3709524.250000 Penalty: 4849.822266
	Iteration 8Q: 3 clusters Score -3709524 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3709887.000000 Penalty: 4849.822266
	Iteration 9Q: 3 clusters Score -3709887 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3710231.500000 Penalty: 4849.822266
	Iteration 10Q: 3 clusters Score -3710232 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3710758.750000 Penalty: 4849.822266
	Iteration 11Q: 3 clusters Score -3710759 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3711189.750000 Penalty: 4849.822266
	Iteration 12Q: 3 clusters Score -3711190 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3711591.000000 Penalty: 4849.822266
	Iteration 13Q: 3 clusters Score -3711591 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3711880.000000 Penalty: 4849.822266
	Iteration 14Q: 3 clusters Score -3711880 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3712134.500000 Penalty: 4849.822266
	Iteration 15Q: 3 clusters Score -3712134 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3712350.000000 Penalty: 4849.822266
	Iteration 16Q: 3 clusters Score -3712350 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3712482.000000 Penalty: 4849.822266
	Iteration 17Q: 3 clusters Score -3712482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3712554.500000 Penalty: 4849.822266
	Iteration 18Q: 3 clusters Score -3712554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3712600.000000 Penalty: 4849.822266
	Iteration 19Q: 3 clusters Score -3712600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3712664.500000 Penalty: 4849.822266
	Iteration 20F: 3 clusters Score -3712664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3712701.750000 Penalty: 4849.822266
	Iteration 21Q: 3 clusters Score -3712702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3712712.250000 Penalty: 4849.822266
	Iteration 22Q: 3 clusters Score -3712712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3712728.500000 Penalty: 4849.822266
	Iteration 23Q: 3 clusters Score -3712728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3712746.500000 Penalty: 4849.822266
	Iteration 24Q: 3 clusters Score -3712746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3712764.750000 Penalty: 4849.822266
	Iteration 25Q: 3 clusters Score -3712765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3712783.750000 Penalty: 4849.822266
	Iteration 26Q: 3 clusters Score -3712784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3712801.750000 Penalty: 4849.822266
	Iteration 27Q: 3 clusters Score -3712802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3712807.750000 Penalty: 4849.822266
	Iteration 28Q: 3 clusters Score -3712808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3712816.250000 Penalty: 4849.822266
	Iteration 29Q: 3 clusters Score -3712816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3712825.500000 Penalty: 4849.822266
	Iteration 30Q: 3 clusters Score -3712826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3712832.500000 Penalty: 4849.822266
	Iteration 31Q: 3 clusters Score -3712832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3712844.250000 Penalty: 4849.822266
	Iteration 32Q: 3 clusters Score -3712844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3712847.250000 Penalty: 4849.822266
	Iteration 33Q: 3 clusters Score -3712847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3712844.000000 Penalty: 4849.822266
	Iteration 34Q: 3 clusters Score -3712844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3712844.000000 Penalty: 4849.822266
	Iteration 35F: 3 clusters Score -3712844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -1324881.750000 Penalty: 2204.651123
	Iteration 0F: 2 clusters Score -1324882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1318947.875000 Penalty: 4409.302246
	Iteration 0F: 3 clusters Score -1318948 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1320540.125000 Penalty: 4409.302246
	Iteration 1F: 3 clusters Score -1320540 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1320838.500000 Penalty: 4409.302246
	Iteration 2F: 3 clusters Score -1320838 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1321036.250000 Penalty: 4409.302246
	Iteration 3F: 3 clusters Score -1321036 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1321190.375000 Penalty: 4409.302246
	Iteration 4Q: 3 clusters Score -1321190 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1321307.625000 Penalty: 4409.302246
	Iteration 5Q: 3 clusters Score -1321308 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1321405.250000 Penalty: 4409.302246
	Iteration 6Q: 3 clusters Score -1321405 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1321495.500000 Penalty: 4409.302246
	Iteration 7Q: 3 clusters Score -1321496 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1321580.250000 Penalty: 4409.302246
	Iteration 8Q: 3 clusters Score -1321580 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1321667.875000 Penalty: 4409.302246
	Iteration 9Q: 3 clusters Score -1321668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1321771.125000 Penalty: 4409.302246
	Iteration 10Q: 3 clusters Score -1321771 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1321885.500000 Penalty: 4409.302246
	Iteration 11Q: 3 clusters Score -1321886 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1322000.750000 Penalty: 4409.302246
	Iteration 12Q: 3 clusters Score -1322001 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1322122.000000 Penalty: 4409.302246
	Iteration 13Q: 3 clusters Score -1322122 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1322243.250000 Penalty: 4409.302246
	Iteration 14Q: 3 clusters Score -1322243 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1322370.625000 Penalty: 4409.302246
	Iteration 15Q: 3 clusters Score -1322371 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1322501.250000 Penalty: 4409.302246
	Iteration 16Q: 3 clusters Score -1322501 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1322638.125000 Penalty: 4409.302246
	Iteration 17Q: 3 clusters Score -1322638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1322772.500000 Penalty: 4409.302246
	Iteration 18Q: 3 clusters Score -1322772 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1322904.250000 Penalty: 4409.302246
	Iteration 19Q: 3 clusters Score -1322904 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1323026.750000 Penalty: 4409.302246
	Iteration 20F: 3 clusters Score -1323027 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1323120.625000 Penalty: 4409.302246
	Iteration 21Q: 3 clusters Score -1323121 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1323211.375000 Penalty: 4409.302246
	Iteration 22Q: 3 clusters Score -1323211 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1323308.250000 Penalty: 4409.302246
	Iteration 23Q: 3 clusters Score -1323308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1323377.500000 Penalty: 4409.302246
	Iteration 24Q: 3 clusters Score -1323378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1323421.125000 Penalty: 4409.302246
	Iteration 25Q: 3 clusters Score -1323421 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1323458.375000 Penalty: 4409.302246
	Iteration 26Q: 3 clusters Score -1323458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1323494.250000 Penalty: 4409.302246
	Iteration 27Q: 3 clusters Score -1323494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1323514.125000 Penalty: 4409.302246
	Iteration 28Q: 3 clusters Score -1323514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1323533.625000 Penalty: 4409.302246
	Iteration 29Q: 3 clusters Score -1323534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1323559.875000 Penalty: 4409.302246
	Iteration 30Q: 3 clusters Score -1323560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1323577.875000 Penalty: 4409.302246
	Iteration 31Q: 3 clusters Score -1323578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1323598.250000 Penalty: 4409.302246
	Iteration 32Q: 3 clusters Score -1323598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1323609.625000 Penalty: 4409.302246
	Iteration 33Q: 3 clusters Score -1323610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1323624.125000 Penalty: 4409.302246
	Iteration 34Q: 3 clusters Score -1323624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1323641.625000 Penalty: 4409.302246
	Iteration 35Q: 3 clusters Score -1323642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1323656.375000 Penalty: 4409.302246
	Iteration 36Q: 3 clusters Score -1323656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1323667.125000 Penalty: 4409.302246
	Iteration 37Q: 3 clusters Score -1323667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1323680.375000 Penalty: 4409.302246
	Iteration 38Q: 3 clusters Score -1323680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1323691.250000 Penalty: 4409.302246
	Iteration 39Q: 3 clusters Score -1323691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1323700.125000 Penalty: 4409.302246
	Iteration 40F: 3 clusters Score -1323700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1323709.500000 Penalty: 4409.302246
	Iteration 41Q: 3 clusters Score -1323710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1323724.500000 Penalty: 4409.302246
	Iteration 42Q: 3 clusters Score -1323724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1323734.000000 Penalty: 4409.302246
	Iteration 43Q: 3 clusters Score -1323734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1323737.875000 Penalty: 4409.302246
	Iteration 44Q: 3 clusters Score -1323738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1323750.375000 Penalty: 4409.302246
	Iteration 45Q: 3 clusters Score -1323750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1323755.375000 Penalty: 4409.302246
	Iteration 46Q: 3 clusters Score -1323755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1323759.250000 Penalty: 4409.302246
	Iteration 47Q: 3 clusters Score -1323759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1323759.750000 Penalty: 4409.302246
	Iteration 48Q: 3 clusters Score -1323760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1323759.750000 Penalty: 4409.302246
	Iteration 49Q: 3 clusters Score -1323760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1323760.250000 Penalty: 4409.302246
	Iteration 50Q: 3 clusters Score -1323760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1323762.125000 Penalty: 4409.302246
	Iteration 51Q: 3 clusters Score -1323762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1323766.875000 Penalty: 4409.302246
	Iteration 52Q: 3 clusters Score -1323767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1323772.500000 Penalty: 4409.302246
	Iteration 53Q: 3 clusters Score -1323772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1323779.125000 Penalty: 4409.302246
	Iteration 54Q: 3 clusters Score -1323779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1323784.125000 Penalty: 4409.302246
	Iteration 55Q: 3 clusters Score -1323784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1323792.750000 Penalty: 4409.302246
	Iteration 56Q: 3 clusters Score -1323793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1323796.625000 Penalty: 4409.302246
	Iteration 57Q: 3 clusters Score -1323797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1323800.000000 Penalty: 4409.302246
	Iteration 58Q: 3 clusters Score -1323800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1323799.625000 Penalty: 4409.302246
	Iteration 59Q: 3 clusters Score -1323800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1323800.625000 Penalty: 4409.302246
	Iteration 60F: 3 clusters Score -1323801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1323805.000000 Penalty: 4409.302246
	Iteration 61Q: 3 clusters Score -1323805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1323804.250000 Penalty: 4409.302246
	Iteration 62Q: 3 clusters Score -1323804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1323804.250000 Penalty: 4409.302246
	Iteration 63F: 3 clusters Score -1323804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Entering Unmasked Estep 
Score: -4961153.500000 Penalty: 2518.301270
	Iteration 0F: 2 clusters Score -4961154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4943583.500000 Penalty: 5036.602539
	Iteration 0F: 3 clusters Score -4943584 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4949843.000000 Penalty: 5036.602539
	Iteration 1F: 3 clusters Score -4949843 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -4950883.500000 Penalty: 5036.602539
	Iteration 2F: 3 clusters Score -4950884 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4952197.500000 Penalty: 5036.602539
	Iteration 3F: 3 clusters Score -4952198 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4953796.500000 Penalty: 5036.602539
	Iteration 4F: 3 clusters Score -4953796 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4955382.000000 Penalty: 5036.602539
	Iteration 5F: 3 clusters Score -4955382 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4956881.000000 Penalty: 5036.602539
	Iteration 6F: 3 clusters Score -4956881 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -4958148.500000 Penalty: 5036.602539
	Iteration 7F: 3 clusters Score -4958148 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -4959085.500000 Penalty: 5036.602539
	Iteration 8Q: 3 clusters Score -4959086 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -4959652.500000 Penalty: 5036.602539
	Iteration 9Q: 3 clusters Score -4959652 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -4959936.500000 Penalty: 5036.602539
	Iteration 10Q: 3 clusters Score -4959936 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4960066.500000 Penalty: 5036.602539
	Iteration 11Q: 3 clusters Score -4960066 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4960151.000000 Penalty: 5036.602539
	Iteration 12Q: 3 clusters Score -4960151 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -4960182.000000 Penalty: 5036.602539
	Iteration 13Q: 3 clusters Score -4960182 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -4960216.500000 Penalty: 5036.602539
	Iteration 14Q: 3 clusters Score -4960216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -4960223.500000 Penalty: 5036.602539
	Iteration 15Q: 3 clusters Score -4960224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4960232.500000 Penalty: 5036.602539
	Iteration 16Q: 3 clusters Score -4960232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -4960228.000000 Penalty: 5036.602539
	Iteration 17Q: 3 clusters Score -4960228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -4960239.500000 Penalty: 5036.602539
	Iteration 18Q: 3 clusters Score -4960240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4960242.000000 Penalty: 5036.602539
	Iteration 19Q: 3 clusters Score -4960242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4960251.000000 Penalty: 5036.602539
	Iteration 20F: 3 clusters Score -4960251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4960249.500000 Penalty: 5036.602539
	Iteration 21Q: 3 clusters Score -4960250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4960249.000000 Penalty: 5036.602539
	Iteration 22Q: 3 clusters Score -4960249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4960247.000000 Penalty: 5036.602539
	Iteration 23Q: 3 clusters Score -4960247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4960252.000000 Penalty: 5036.602539
	Iteration 24Q: 3 clusters Score -4960252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -4960257.500000 Penalty: 5036.602539
	Iteration 25Q: 3 clusters Score -4960258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -4960252.000000 Penalty: 5036.602539
	Iteration 26Q: 3 clusters Score -4960252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4960261.000000 Penalty: 5036.602539
	Iteration 27Q: 3 clusters Score -4960261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4960267.500000 Penalty: 5036.602539
	Iteration 28Q: 3 clusters Score -4960268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4960268.500000 Penalty: 5036.602539
	Iteration 29Q: 3 clusters Score -4960268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4960269.500000 Penalty: 5036.602539
	Iteration 30Q: 3 clusters Score -4960270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4960272.500000 Penalty: 5036.602539
	Iteration 31Q: 3 clusters Score -4960272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4960264.500000 Penalty: 5036.602539
	Iteration 32Q: 3 clusters Score -4960264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -4960263.000000 Penalty: 5036.602539
	Iteration 33Q: 3 clusters Score -4960263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4960256.000000 Penalty: 5036.602539
	Iteration 34Q: 3 clusters Score -4960256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -4960259.000000 Penalty: 5036.602539
	Iteration 35Q: 3 clusters Score -4960259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4960263.500000 Penalty: 5036.602539
	Iteration 36Q: 3 clusters Score -4960264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4960260.500000 Penalty: 5036.602539
	Iteration 37Q: 3 clusters Score -4960260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4960265.500000 Penalty: 5036.602539
	Iteration 38Q: 3 clusters Score -4960266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -4960254.500000 Penalty: 5036.602539
	Iteration 39Q: 3 clusters Score -4960254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4960248.000000 Penalty: 5036.602539
	Iteration 40F: 3 clusters Score -4960248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4960239.500000 Penalty: 5036.602539
	Iteration 41Q: 3 clusters Score -4960240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4960248.000000 Penalty: 5036.602539
	Iteration 42Q: 3 clusters Score -4960248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4960242.000000 Penalty: 5036.602539
	Iteration 43Q: 3 clusters Score -4960242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4960246.000000 Penalty: 5036.602539
	Iteration 44Q: 3 clusters Score -4960246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4960248.500000 Penalty: 5036.602539
	Iteration 45Q: 3 clusters Score -4960248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -4960247.500000 Penalty: 5036.602539
	Iteration 46Q: 3 clusters Score -4960248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4960248.500000 Penalty: 5036.602539
	Iteration 47Q: 3 clusters Score -4960248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -4960248.000000 Penalty: 5036.602539
	Iteration 48Q: 3 clusters Score -4960248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4960253.000000 Penalty: 5036.602539
	Iteration 49Q: 3 clusters Score -4960253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4960254.000000 Penalty: 5036.602539
	Iteration 50Q: 3 clusters Score -4960254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4960252.000000 Penalty: 5036.602539
	Iteration 51Q: 3 clusters Score -4960252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4960257.000000 Penalty: 5036.602539
	Iteration 52Q: 3 clusters Score -4960257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4960256.000000 Penalty: 5036.602539
	Iteration 53Q: 3 clusters Score -4960256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4960254.500000 Penalty: 5036.602539
	Iteration 54Q: 3 clusters Score -4960254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4960255.000000 Penalty: 5036.602539
	Iteration 55Q: 3 clusters Score -4960255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4960257.000000 Penalty: 5036.602539
	Iteration 56Q: 3 clusters Score -4960257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4960259.000000 Penalty: 5036.602539
	Iteration 57Q: 3 clusters Score -4960259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -4960263.500000 Penalty: 5036.602539
	Iteration 58Q: 3 clusters Score -4960264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4960257.500000 Penalty: 5036.602539
	Iteration 59Q: 3 clusters Score -4960258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -4960256.500000 Penalty: 5036.602539
	Iteration 60F: 3 clusters Score -4960256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4960258.000000 Penalty: 5036.602539
	Iteration 61Q: 3 clusters Score -4960258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -4960259.000000 Penalty: 5036.602539
	Iteration 62Q: 3 clusters Score -4960259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4960256.000000 Penalty: 5036.602539
	Iteration 63Q: 3 clusters Score -4960256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4960258.000000 Penalty: 5036.602539
	Iteration 64Q: 3 clusters Score -4960258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4960259.500000 Penalty: 5036.602539
	Iteration 65Q: 3 clusters Score -4960260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4960259.000000 Penalty: 5036.602539
	Iteration 66Q: 3 clusters Score -4960259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -4960249.000000 Penalty: 5036.602539
	Iteration 67Q: 3 clusters Score -4960249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4960246.000000 Penalty: 5036.602539
	Iteration 68Q: 3 clusters Score -4960246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4960248.000000 Penalty: 5036.602539
	Iteration 69Q: 3 clusters Score -4960248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4960252.500000 Penalty: 5036.602539
	Iteration 70Q: 3 clusters Score -4960252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4960255.500000 Penalty: 5036.602539
	Iteration 71Q: 3 clusters Score -4960256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4960253.000000 Penalty: 5036.602539
	Iteration 72Q: 3 clusters Score -4960253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4960254.000000 Penalty: 5036.602539
	Iteration 73Q: 3 clusters Score -4960254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4960255.500000 Penalty: 5036.602539
	Iteration 74Q: 3 clusters Score -4960256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4960257.500000 Penalty: 5036.602539
	Iteration 75Q: 3 clusters Score -4960258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4960264.500000 Penalty: 5036.602539
	Iteration 76Q: 3 clusters Score -4960264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -4960268.000000 Penalty: 5036.602539
	Iteration 77Q: 3 clusters Score -4960268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4960260.000000 Penalty: 5036.602539
	Iteration 78Q: 3 clusters Score -4960260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -4960266.000000 Penalty: 5036.602539
	Iteration 79Q: 3 clusters Score -4960266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -4960269.500000 Penalty: 5036.602539
	Iteration 80F: 3 clusters Score -4960270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4960269.500000 Penalty: 5036.602539
	Iteration 81Q: 3 clusters Score -4960270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4960271.000000 Penalty: 5036.602539
	Iteration 82Q: 3 clusters Score -4960271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4960269.000000 Penalty: 5036.602539
	Iteration 83Q: 3 clusters Score -4960269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4960267.000000 Penalty: 5036.602539
	Iteration 84Q: 3 clusters Score -4960267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4960267.000000 Penalty: 5036.602539
	Iteration 85F: 3 clusters Score -4960267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Entering Unmasked Estep 
Score: -8016502.500000 Penalty: 2635.313965
	Iteration 0F: 2 clusters Score -8016502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7992916.500000 Penalty: 5270.627930
	Iteration 0F: 3 clusters Score -7992916 nChanged 18872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -8003227.000000 Penalty: 5270.627930
	Iteration 1F: 3 clusters Score -8003227 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -8003695.500000 Penalty: 5270.627930
	Iteration 2Q: 3 clusters Score -8003696 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -8004137.500000 Penalty: 5270.627930
	Iteration 3Q: 3 clusters Score -8004138 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -8004518.500000 Penalty: 5270.627930
	Iteration 4Q: 3 clusters Score -8004518 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -8005028.000000 Penalty: 5270.627930
	Iteration 5Q: 3 clusters Score -8005028 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -8005697.000000 Penalty: 5270.627930
	Iteration 6Q: 3 clusters Score -8005697 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -8006530.500000 Penalty: 5270.627930
	Iteration 7Q: 3 clusters Score -8006530 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -8007534.000000 Penalty: 5270.627930
	Iteration 8F: 3 clusters Score -8007534 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -8008770.000000 Penalty: 5270.627930
	Iteration 9F: 3 clusters Score -8008770 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -8010405.000000 Penalty: 5270.627930
	Iteration 10F: 3 clusters Score -8010405 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -8011778.000000 Penalty: 5270.627930
	Iteration 11F: 3 clusters Score -8011778 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -8012771.500000 Penalty: 5270.627930
	Iteration 12Q: 3 clusters Score -8012772 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8013334.000000 Penalty: 5270.627930
	Iteration 13Q: 3 clusters Score -8013334 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8013664.000000 Penalty: 5270.627930
	Iteration 14Q: 3 clusters Score -8013664 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8013938.000000 Penalty: 5270.627930
	Iteration 15Q: 3 clusters Score -8013938 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8014136.000000 Penalty: 5270.627930
	Iteration 16Q: 3 clusters Score -8014136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8014194.000000 Penalty: 5270.627930
	Iteration 17Q: 3 clusters Score -8014194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8014259.500000 Penalty: 5270.627930
	Iteration 18Q: 3 clusters Score -8014260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8014299.500000 Penalty: 5270.627930
	Iteration 19Q: 3 clusters Score -8014300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8014329.500000 Penalty: 5270.627930
	Iteration 20F: 3 clusters Score -8014330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8014344.500000 Penalty: 5270.627930
	Iteration 21Q: 3 clusters Score -8014344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8014351.000000 Penalty: 5270.627930
	Iteration 22Q: 3 clusters Score -8014351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8014373.500000 Penalty: 5270.627930
	Iteration 23Q: 3 clusters Score -8014374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8014369.500000 Penalty: 5270.627930
	Iteration 24Q: 3 clusters Score -8014370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8014381.500000 Penalty: 5270.627930
	Iteration 25Q: 3 clusters Score -8014382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8014386.500000 Penalty: 5270.627930
	Iteration 26Q: 3 clusters Score -8014386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8014395.000000 Penalty: 5270.627930
	Iteration 27Q: 3 clusters Score -8014395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8014394.500000 Penalty: 5270.627930
	Iteration 28Q: 3 clusters Score -8014394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8014404.000000 Penalty: 5270.627930
	Iteration 29Q: 3 clusters Score -8014404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8014403.500000 Penalty: 5270.627930
	Iteration 30Q: 3 clusters Score -8014404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8014402.000000 Penalty: 5270.627930
	Iteration 31Q: 3 clusters Score -8014402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8014403.500000 Penalty: 5270.627930
	Iteration 32Q: 3 clusters Score -8014404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8014399.000000 Penalty: 5270.627930
	Iteration 33Q: 3 clusters Score -8014399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8014407.500000 Penalty: 5270.627930
	Iteration 34Q: 3 clusters Score -8014408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8014407.500000 Penalty: 5270.627930
	Iteration 35Q: 3 clusters Score -8014408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8014407.500000 Penalty: 5270.627930
	Iteration 36Q: 3 clusters Score -8014408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8014411.500000 Penalty: 5270.627930
	Iteration 37Q: 3 clusters Score -8014412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8014406.500000 Penalty: 5270.627930
	Iteration 38Q: 3 clusters Score -8014406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8014417.000000 Penalty: 5270.627930
	Iteration 39Q: 3 clusters Score -8014417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8014417.000000 Penalty: 5270.627930
	Iteration 40F: 3 clusters Score -8014417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Entering Unmasked Estep 
Score: -6039811.000000 Penalty: 2566.243652
	Iteration 0F: 2 clusters Score -6039811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -6019783.000000 Penalty: 5132.487305
	Iteration 0F: 3 clusters Score -6019783 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -6027273.000000 Penalty: 5132.487305
	Iteration 1F: 3 clusters Score -6027273 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -6027649.000000 Penalty: 5132.487305
	Iteration 2Q: 3 clusters Score -6027649 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -6028100.000000 Penalty: 5132.487305
	Iteration 3Q: 3 clusters Score -6028100 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -6028520.500000 Penalty: 5132.487305
	Iteration 4Q: 3 clusters Score -6028520 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -6029104.000000 Penalty: 5132.487305
	Iteration 5Q: 3 clusters Score -6029104 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -6030081.500000 Penalty: 5132.487305
	Iteration 6F: 3 clusters Score -6030082 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -6031321.500000 Penalty: 5132.487305
	Iteration 7F: 3 clusters Score -6031322 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -6033016.500000 Penalty: 5132.487305
	Iteration 8F: 3 clusters Score -6033016 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -6034675.500000 Penalty: 5132.487305
	Iteration 9F: 3 clusters Score -6034676 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -6035914.500000 Penalty: 5132.487305
	Iteration 10F: 3 clusters Score -6035914 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -6036732.000000 Penalty: 5132.487305
	Iteration 11Q: 3 clusters Score -6036732 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -6037152.000000 Penalty: 5132.487305
	Iteration 12Q: 3 clusters Score -6037152 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -6037423.000000 Penalty: 5132.487305
	Iteration 13Q: 3 clusters Score -6037423 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -6037583.000000 Penalty: 5132.487305
	Iteration 14Q: 3 clusters Score -6037583 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -6037656.500000 Penalty: 5132.487305
	Iteration 15Q: 3 clusters Score -6037656 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -6037704.500000 Penalty: 5132.487305
	Iteration 16Q: 3 clusters Score -6037704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -6037731.000000 Penalty: 5132.487305
	Iteration 17Q: 3 clusters Score -6037731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -6037749.500000 Penalty: 5132.487305
	Iteration 18Q: 3 clusters Score -6037750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6037753.500000 Penalty: 5132.487305
	Iteration 19Q: 3 clusters Score -6037754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -6037762.500000 Penalty: 5132.487305
	Iteration 20F: 3 clusters Score -6037762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -6037770.000000 Penalty: 5132.487305
	Iteration 21Q: 3 clusters Score -6037770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -6037773.500000 Penalty: 5132.487305
	Iteration 22Q: 3 clusters Score -6037774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -6037773.000000 Penalty: 5132.487305
	Iteration 23Q: 3 clusters Score -6037773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -6037779.500000 Penalty: 5132.487305
	Iteration 24Q: 3 clusters Score -6037780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -6037781.500000 Penalty: 5132.487305
	Iteration 25Q: 3 clusters Score -6037782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -6037793.000000 Penalty: 5132.487305
	Iteration 26Q: 3 clusters Score -6037793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -6037796.000000 Penalty: 5132.487305
	Iteration 27Q: 3 clusters Score -6037796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -6037799.000000 Penalty: 5132.487305
	Iteration 28Q: 3 clusters Score -6037799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -6037799.500000 Penalty: 5132.487305
	Iteration 29Q: 3 clusters Score -6037800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -6037807.500000 Penalty: 5132.487305
	Iteration 30Q: 3 clusters Score -6037808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -6037806.000000 Penalty: 5132.487305
	Iteration 31Q: 3 clusters Score -6037806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -6037807.500000 Penalty: 5132.487305
	Iteration 32Q: 3 clusters Score -6037808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -6037813.000000 Penalty: 5132.487305
	Iteration 33Q: 3 clusters Score -6037813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -6037816.000000 Penalty: 5132.487305
	Iteration 34Q: 3 clusters Score -6037816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -6037814.500000 Penalty: 5132.487305
	Iteration 35Q: 3 clusters Score -6037814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -6037814.500000 Penalty: 5132.487305
	Iteration 36F: 3 clusters Score -6037814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -273879.343750 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -273879.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -271564.687500 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -271564.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -272083.031250 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -272083 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -272335.000000 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -272335 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -272529.343750 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -272529.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -272697.562500 Penalty: 3649.031494
	Iteration 4F: 3 clusters Score -272697.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -272868.437500 Penalty: 3649.031494
	Iteration 5F: 3 clusters Score -272868.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -272988.093750 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -272988.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -273090.625000 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -273090.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -273198.906250 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -273198.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -273280.000000 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -273280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -273377.125000 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -273377.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -273475.906250 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -273475.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -273578.218750 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -273578.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -273666.093750 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -273666.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -273718.687500 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -273718.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -273751.312500 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -273751.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -273765.625000 Penalty: 3649.031494
	Iteration 16Q: 3 clusters Score -273765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273785.500000 Penalty: 3649.031494
	Iteration 17Q: 3 clusters Score -273785.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -273789.906250 Penalty: 3649.031494
	Iteration 18Q: 3 clusters Score -273789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -273790.187500 Penalty: 3649.031494
	Iteration 19Q: 3 clusters Score -273790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -273790.906250 Penalty: 3649.031494
	Iteration 20F: 3 clusters Score -273790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -273793.250000 Penalty: 3649.031494
	Iteration 21Q: 3 clusters Score -273793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -273797.156250 Penalty: 3649.031494
	Iteration 22Q: 3 clusters Score -273797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273797.625000 Penalty: 3649.031494
	Iteration 23Q: 3 clusters Score -273797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273797.625000 Penalty: 3649.031494
	Iteration 24F: 3 clusters Score -273797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Entering Unmasked Estep 
Score: -3096081.250000 Penalty: 2391.953857
	Iteration 0F: 2 clusters Score -3096081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3085329.000000 Penalty: 4783.907715
	Iteration 0F: 3 clusters Score -3085329 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3088883.750000 Penalty: 4783.907715
	Iteration 1F: 3 clusters Score -3088884 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3089240.250000 Penalty: 4783.907715
	Iteration 2F: 3 clusters Score -3089240 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3089524.500000 Penalty: 4783.907715
	Iteration 3Q: 3 clusters Score -3089524 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3089795.250000 Penalty: 4783.907715
	Iteration 4Q: 3 clusters Score -3089795 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3090005.500000 Penalty: 4783.907715
	Iteration 5Q: 3 clusters Score -3090006 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3090230.000000 Penalty: 4783.907715
	Iteration 6Q: 3 clusters Score -3090230 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3090510.250000 Penalty: 4783.907715
	Iteration 7Q: 3 clusters Score -3090510 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3090908.750000 Penalty: 4783.907715
	Iteration 8Q: 3 clusters Score -3090909 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3091353.750000 Penalty: 4783.907715
	Iteration 9Q: 3 clusters Score -3091354 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3091859.500000 Penalty: 4783.907715
	Iteration 10Q: 3 clusters Score -3091860 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3092402.000000 Penalty: 4783.907715
	Iteration 11Q: 3 clusters Score -3092402 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3093007.250000 Penalty: 4783.907715
	Iteration 12Q: 3 clusters Score -3093007 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3093417.250000 Penalty: 4783.907715
	Iteration 13Q: 3 clusters Score -3093417 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3093668.750000 Penalty: 4783.907715
	Iteration 14Q: 3 clusters Score -3093669 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3093799.250000 Penalty: 4783.907715
	Iteration 15Q: 3 clusters Score -3093799 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3093908.000000 Penalty: 4783.907715
	Iteration 16Q: 3 clusters Score -3093908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3093967.000000 Penalty: 4783.907715
	Iteration 17Q: 3 clusters Score -3093967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3093993.000000 Penalty: 4783.907715
	Iteration 18Q: 3 clusters Score -3093993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3094010.000000 Penalty: 4783.907715
	Iteration 19Q: 3 clusters Score -3094010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3094022.000000 Penalty: 4783.907715
	Iteration 20F: 3 clusters Score -3094022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3094025.250000 Penalty: 4783.907715
	Iteration 21Q: 3 clusters Score -3094025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3094032.000000 Penalty: 4783.907715
	Iteration 22Q: 3 clusters Score -3094032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3094035.250000 Penalty: 4783.907715
	Iteration 23Q: 3 clusters Score -3094035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3094040.000000 Penalty: 4783.907715
	Iteration 24Q: 3 clusters Score -3094040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3094047.000000 Penalty: 4783.907715
	Iteration 25Q: 3 clusters Score -3094047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3094053.000000 Penalty: 4783.907715
	Iteration 26Q: 3 clusters Score -3094053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3094052.250000 Penalty: 4783.907715
	Iteration 27Q: 3 clusters Score -3094052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3094052.500000 Penalty: 4783.907715
	Iteration 28Q: 3 clusters Score -3094052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3094052.500000 Penalty: 4783.907715
	Iteration 29F: 3 clusters Score -3094052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -26207.513672 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -26207.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25185.507812 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -25185.51 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25733.650391 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -25733.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25848.226562 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -25848.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25926.583984 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -25926.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25939.751953 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -25939.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25954.242188 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -25954.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25955.259766 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -25955.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25955.259766 Penalty: 2934.436279
	Iteration 7F: 3 clusters Score -25955.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -83679.796875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -83679.8 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 235 members 
Entering Unmasked Estep 
Score: -82181.070312 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -82181.07 nChanged 84
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: -82340.351562 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -82340.35 nChanged 20
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: -82380.921875 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -82380.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -82393.484375 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -82393.48 nChanged 3
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: -82403.875000 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -82403.88 nChanged 2
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: -82410.804688 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -82410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -82412.015625 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -82412.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -82412.015625 Penalty: 3075.452393
	Iteration 7F: 3 clusters Score -82412.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -203570.328125 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -203570.3 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 532 members 
Entering Unmasked Estep 
Score: -201622.734375 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -201622.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201890.000000 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -201890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201952.421875 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -201952.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -201977.312500 Penalty: 3435.095215
	Iteration 3Q: 3 clusters Score -201977.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -202000.546875 Penalty: 3435.095215
	Iteration 4Q: 3 clusters Score -202000.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -202011.640625 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -202011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -202015.531250 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -202015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -202017.796875 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -202017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -202018.750000 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -202018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -202019.453125 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -202019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -202020.078125 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -202020.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -202020.078125 Penalty: 3435.095215
	Iteration 11F: 3 clusters Score -202020.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -168440.359375 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -168440.4 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 481 members 
Entering Unmasked Estep 
Score: -166672.687500 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -166672.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -167215.031250 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -167215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -167417.671875 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -167417.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -167556.515625 Penalty: 3409.602539
	Iteration 3F: 3 clusters Score -167556.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167627.578125 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -167627.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167655.140625 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -167655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -167673.390625 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -167673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -167690.421875 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -167690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -167706.468750 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -167706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -167710.093750 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -167710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -167716.296875 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -167716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167719.765625 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -167719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167722.328125 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -167722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -167731.765625 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -167731.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167762.250000 Penalty: 3409.602539
	Iteration 14Q: 3 clusters Score -167762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167775.187500 Penalty: 3409.602539
	Iteration 15Q: 3 clusters Score -167775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167782.484375 Penalty: 3409.602539
	Iteration 16Q: 3 clusters Score -167782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -167786.328125 Penalty: 3409.602539
	Iteration 17Q: 3 clusters Score -167786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -167786.328125 Penalty: 3409.602539
	Iteration 18F: 3 clusters Score -167786.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Entering Unmasked Estep 
Score: -2178368.000000 Penalty: 2305.945801
	Iteration 0F: 2 clusters Score -2178368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2170160.500000 Penalty: 4611.891602
	Iteration 0F: 3 clusters Score -2170160 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2172608.250000 Penalty: 4611.891602
	Iteration 1F: 3 clusters Score -2172608 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2172955.000000 Penalty: 4611.891602
	Iteration 2F: 3 clusters Score -2172955 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2173252.000000 Penalty: 4611.891602
	Iteration 3F: 3 clusters Score -2173252 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2173497.250000 Penalty: 4611.891602
	Iteration 4Q: 3 clusters Score -2173497 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2173679.000000 Penalty: 4611.891602
	Iteration 5Q: 3 clusters Score -2173679 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2173868.000000 Penalty: 4611.891602
	Iteration 6Q: 3 clusters Score -2173868 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2174059.750000 Penalty: 4611.891602
	Iteration 7Q: 3 clusters Score -2174060 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2174285.750000 Penalty: 4611.891602
	Iteration 8Q: 3 clusters Score -2174286 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2174544.250000 Penalty: 4611.891602
	Iteration 9Q: 3 clusters Score -2174544 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2174847.000000 Penalty: 4611.891602
	Iteration 10Q: 3 clusters Score -2174847 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2175141.750000 Penalty: 4611.891602
	Iteration 11Q: 3 clusters Score -2175142 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2175406.000000 Penalty: 4611.891602
	Iteration 12Q: 3 clusters Score -2175406 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2175654.250000 Penalty: 4611.891602
	Iteration 13Q: 3 clusters Score -2175654 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2175842.000000 Penalty: 4611.891602
	Iteration 14Q: 3 clusters Score -2175842 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2175977.750000 Penalty: 4611.891602
	Iteration 15Q: 3 clusters Score -2175978 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2176070.000000 Penalty: 4611.891602
	Iteration 16Q: 3 clusters Score -2176070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2176128.250000 Penalty: 4611.891602
	Iteration 17Q: 3 clusters Score -2176128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2176167.000000 Penalty: 4611.891602
	Iteration 18Q: 3 clusters Score -2176167 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2176202.000000 Penalty: 4611.891602
	Iteration 19Q: 3 clusters Score -2176202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2176241.750000 Penalty: 4611.891602
	Iteration 20F: 3 clusters Score -2176242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2176272.750000 Penalty: 4611.891602
	Iteration 21Q: 3 clusters Score -2176273 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2176313.250000 Penalty: 4611.891602
	Iteration 22Q: 3 clusters Score -2176313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2176338.250000 Penalty: 4611.891602
	Iteration 23Q: 3 clusters Score -2176338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2176388.000000 Penalty: 4611.891602
	Iteration 24Q: 3 clusters Score -2176388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2176428.500000 Penalty: 4611.891602
	Iteration 25Q: 3 clusters Score -2176428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2176461.250000 Penalty: 4611.891602
	Iteration 26Q: 3 clusters Score -2176461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2176504.000000 Penalty: 4611.891602
	Iteration 27Q: 3 clusters Score -2176504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2176537.000000 Penalty: 4611.891602
	Iteration 28Q: 3 clusters Score -2176537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2176576.000000 Penalty: 4611.891602
	Iteration 29Q: 3 clusters Score -2176576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2176608.000000 Penalty: 4611.891602
	Iteration 30Q: 3 clusters Score -2176608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2176632.750000 Penalty: 4611.891602
	Iteration 31Q: 3 clusters Score -2176633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2176650.750000 Penalty: 4611.891602
	Iteration 32Q: 3 clusters Score -2176651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2176674.250000 Penalty: 4611.891602
	Iteration 33Q: 3 clusters Score -2176674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2176692.500000 Penalty: 4611.891602
	Iteration 34Q: 3 clusters Score -2176692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2176707.250000 Penalty: 4611.891602
	Iteration 35Q: 3 clusters Score -2176707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2176713.750000 Penalty: 4611.891602
	Iteration 36Q: 3 clusters Score -2176714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2176722.250000 Penalty: 4611.891602
	Iteration 37Q: 3 clusters Score -2176722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2176730.250000 Penalty: 4611.891602
	Iteration 38Q: 3 clusters Score -2176730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2176735.500000 Penalty: 4611.891602
	Iteration 39Q: 3 clusters Score -2176736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2176742.750000 Penalty: 4611.891602
	Iteration 40F: 3 clusters Score -2176743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2176745.500000 Penalty: 4611.891602
	Iteration 41Q: 3 clusters Score -2176746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2176754.000000 Penalty: 4611.891602
	Iteration 42Q: 3 clusters Score -2176754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2176756.250000 Penalty: 4611.891602
	Iteration 43Q: 3 clusters Score -2176756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2176767.250000 Penalty: 4611.891602
	Iteration 44Q: 3 clusters Score -2176767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2176763.250000 Penalty: 4611.891602
	Iteration 45Q: 3 clusters Score -2176763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2176769.750000 Penalty: 4611.891602
	Iteration 46Q: 3 clusters Score -2176770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2176768.750000 Penalty: 4611.891602
	Iteration 47Q: 3 clusters Score -2176769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2176771.000000 Penalty: 4611.891602
	Iteration 48Q: 3 clusters Score -2176771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2176773.250000 Penalty: 4611.891602
	Iteration 49Q: 3 clusters Score -2176773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2176772.750000 Penalty: 4611.891602
	Iteration 50Q: 3 clusters Score -2176773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2176773.250000 Penalty: 4611.891602
	Iteration 51Q: 3 clusters Score -2176773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2176775.000000 Penalty: 4611.891602
	Iteration 52Q: 3 clusters Score -2176775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2176779.000000 Penalty: 4611.891602
	Iteration 53Q: 3 clusters Score -2176779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2176781.250000 Penalty: 4611.891602
	Iteration 54Q: 3 clusters Score -2176781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2176783.500000 Penalty: 4611.891602
	Iteration 55Q: 3 clusters Score -2176784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2176785.250000 Penalty: 4611.891602
	Iteration 56Q: 3 clusters Score -2176785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2176787.500000 Penalty: 4611.891602
	Iteration 57Q: 3 clusters Score -2176788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2176786.500000 Penalty: 4611.891602
	Iteration 58Q: 3 clusters Score -2176786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2176791.500000 Penalty: 4611.891602
	Iteration 59Q: 3 clusters Score -2176792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2176790.250000 Penalty: 4611.891602
	Iteration 60F: 3 clusters Score -2176790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2176792.500000 Penalty: 4611.891602
	Iteration 61Q: 3 clusters Score -2176792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2176794.500000 Penalty: 4611.891602
	Iteration 62Q: 3 clusters Score -2176794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2176794.500000 Penalty: 4611.891602
	Iteration 63F: 3 clusters Score -2176794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Entering Unmasked Estep 
Score: -5443137.000000 Penalty: 2544.898193
	Iteration 0F: 2 clusters Score -5443137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -5423789.000000 Penalty: 5089.796387
	Iteration 0F: 3 clusters Score -5423789 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -5430629.000000 Penalty: 5089.796387
	Iteration 1F: 3 clusters Score -5430629 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -5431208.000000 Penalty: 5089.796387
	Iteration 2F: 3 clusters Score -5431208 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5431932.500000 Penalty: 5089.796387
	Iteration 3F: 3 clusters Score -5431932 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -5432898.500000 Penalty: 5089.796387
	Iteration 4F: 3 clusters Score -5432898 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5434194.000000 Penalty: 5089.796387
	Iteration 5F: 3 clusters Score -5434194 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -5435885.000000 Penalty: 5089.796387
	Iteration 6F: 3 clusters Score -5435885 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -5437600.000000 Penalty: 5089.796387
	Iteration 7F: 3 clusters Score -5437600 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5438958.500000 Penalty: 5089.796387
	Iteration 8F: 3 clusters Score -5438958 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5439825.000000 Penalty: 5089.796387
	Iteration 9Q: 3 clusters Score -5439825 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5440307.000000 Penalty: 5089.796387
	Iteration 10Q: 3 clusters Score -5440307 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5440591.500000 Penalty: 5089.796387
	Iteration 11Q: 3 clusters Score -5440592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5440709.500000 Penalty: 5089.796387
	Iteration 12Q: 3 clusters Score -5440710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5440781.500000 Penalty: 5089.796387
	Iteration 13Q: 3 clusters Score -5440782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5440819.500000 Penalty: 5089.796387
	Iteration 14Q: 3 clusters Score -5440820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5440842.000000 Penalty: 5089.796387
	Iteration 15Q: 3 clusters Score -5440842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5440856.500000 Penalty: 5089.796387
	Iteration 16Q: 3 clusters Score -5440856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5440866.000000 Penalty: 5089.796387
	Iteration 17Q: 3 clusters Score -5440866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5440871.500000 Penalty: 5089.796387
	Iteration 18Q: 3 clusters Score -5440872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5440880.500000 Penalty: 5089.796387
	Iteration 19Q: 3 clusters Score -5440880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5440878.500000 Penalty: 5089.796387
	Iteration 20F: 3 clusters Score -5440878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5440879.500000 Penalty: 5089.796387
	Iteration 21Q: 3 clusters Score -5440880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5440879.500000 Penalty: 5089.796387
	Iteration 22F: 3 clusters Score -5440880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -107938.906250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -107938.9 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 303 members 
Entering Unmasked Estep 
Score: -106287.843750 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -106287.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106470.539062 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -106470.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -106523.468750 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -106523.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -106561.945312 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -106561.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -106589.484375 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -106589.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -106603.218750 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -106603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -106624.453125 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -106624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -106641.429688 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -106641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106648.632812 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -106648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106657.718750 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -106657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106665.867188 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -106665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106672.250000 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -106672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106679.265625 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -106679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -106682.375000 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -106682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -106686.703125 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -106686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -106700.250000 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -106700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106715.242188 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -106715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106731.820312 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -106731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -106739.109375 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -106739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -106740.070312 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -106740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -106740.070312 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -106740.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -44703.437500 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -44703.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43551.937500 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -43551.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43684.210938 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -43684.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43718.898438 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -43718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43758.269531 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -43758.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43765.367188 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -43765.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43767.910156 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -43767.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43776.675781 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -43776.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43784.101562 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -43784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43796.027344 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -43796.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43805.136719 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -43805.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43805.136719 Penalty: 2773.129639
	Iteration 10F: 3 clusters Score -43805.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Entering Unmasked Estep 
Score: -2559005.250000 Penalty: 2335.725586
	Iteration 0F: 2 clusters Score -2559005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2549925.500000 Penalty: 4671.451172
	Iteration 0F: 3 clusters Score -2549926 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2552669.250000 Penalty: 4671.451172
	Iteration 1F: 3 clusters Score -2552669 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2552963.000000 Penalty: 4671.451172
	Iteration 2F: 3 clusters Score -2552963 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2553140.750000 Penalty: 4671.451172
	Iteration 3Q: 3 clusters Score -2553141 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2553272.500000 Penalty: 4671.451172
	Iteration 4Q: 3 clusters Score -2553272 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2553375.000000 Penalty: 4671.451172
	Iteration 5Q: 3 clusters Score -2553375 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2553460.500000 Penalty: 4671.451172
	Iteration 6Q: 3 clusters Score -2553460 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2553524.000000 Penalty: 4671.451172
	Iteration 7Q: 3 clusters Score -2553524 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2553593.500000 Penalty: 4671.451172
	Iteration 8Q: 3 clusters Score -2553594 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2553659.750000 Penalty: 4671.451172
	Iteration 9Q: 3 clusters Score -2553660 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2553737.000000 Penalty: 4671.451172
	Iteration 10Q: 3 clusters Score -2553737 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2553828.000000 Penalty: 4671.451172
	Iteration 11Q: 3 clusters Score -2553828 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2553943.250000 Penalty: 4671.451172
	Iteration 12Q: 3 clusters Score -2553943 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2554089.250000 Penalty: 4671.451172
	Iteration 13Q: 3 clusters Score -2554089 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2554298.750000 Penalty: 4671.451172
	Iteration 14Q: 3 clusters Score -2554299 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2554562.750000 Penalty: 4671.451172
	Iteration 15Q: 3 clusters Score -2554563 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2554856.000000 Penalty: 4671.451172
	Iteration 16Q: 3 clusters Score -2554856 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2555223.750000 Penalty: 4671.451172
	Iteration 17Q: 3 clusters Score -2555224 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2555618.250000 Penalty: 4671.451172
	Iteration 18Q: 3 clusters Score -2555618 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2555962.750000 Penalty: 4671.451172
	Iteration 19Q: 3 clusters Score -2555963 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2556268.500000 Penalty: 4671.451172
	Iteration 20F: 3 clusters Score -2556268 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2556494.000000 Penalty: 4671.451172
	Iteration 21Q: 3 clusters Score -2556494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2556639.500000 Penalty: 4671.451172
	Iteration 22Q: 3 clusters Score -2556640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2556737.500000 Penalty: 4671.451172
	Iteration 23Q: 3 clusters Score -2556738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2556798.750000 Penalty: 4671.451172
	Iteration 24Q: 3 clusters Score -2556799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2556847.250000 Penalty: 4671.451172
	Iteration 25Q: 3 clusters Score -2556847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2556877.500000 Penalty: 4671.451172
	Iteration 26Q: 3 clusters Score -2556878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2556898.750000 Penalty: 4671.451172
	Iteration 27Q: 3 clusters Score -2556899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2556913.750000 Penalty: 4671.451172
	Iteration 28Q: 3 clusters Score -2556914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2556935.500000 Penalty: 4671.451172
	Iteration 29Q: 3 clusters Score -2556936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2556956.250000 Penalty: 4671.451172
	Iteration 30Q: 3 clusters Score -2556956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2556969.250000 Penalty: 4671.451172
	Iteration 31Q: 3 clusters Score -2556969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2556981.250000 Penalty: 4671.451172
	Iteration 32Q: 3 clusters Score -2556981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2556992.750000 Penalty: 4671.451172
	Iteration 33Q: 3 clusters Score -2556993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2556993.250000 Penalty: 4671.451172
	Iteration 34Q: 3 clusters Score -2556993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2556995.250000 Penalty: 4671.451172
	Iteration 35Q: 3 clusters Score -2556995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2556995.000000 Penalty: 4671.451172
	Iteration 36Q: 3 clusters Score -2556995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2556996.250000 Penalty: 4671.451172
	Iteration 37Q: 3 clusters Score -2556996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2556996.000000 Penalty: 4671.451172
	Iteration 38Q: 3 clusters Score -2556996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2556996.000000 Penalty: 4671.451172
	Iteration 39F: 3 clusters Score -2556996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Entering Unmasked Estep 
Score: -3617136.750000 Penalty: 2418.833740
	Iteration 0F: 2 clusters Score -3617137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3605693.000000 Penalty: 4837.667480
	Iteration 0F: 3 clusters Score -3605693 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3609755.500000 Penalty: 4837.667480
	Iteration 1F: 3 clusters Score -3609756 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3610158.500000 Penalty: 4837.667480
	Iteration 2F: 3 clusters Score -3610158 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3610492.750000 Penalty: 4837.667480
	Iteration 3Q: 3 clusters Score -3610493 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3610805.750000 Penalty: 4837.667480
	Iteration 4Q: 3 clusters Score -3610806 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3611065.750000 Penalty: 4837.667480
	Iteration 5Q: 3 clusters Score -3611066 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3611374.000000 Penalty: 4837.667480
	Iteration 6Q: 3 clusters Score -3611374 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3611665.500000 Penalty: 4837.667480
	Iteration 7Q: 3 clusters Score -3611666 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3612069.000000 Penalty: 4837.667480
	Iteration 8Q: 3 clusters Score -3612069 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3612535.750000 Penalty: 4837.667480
	Iteration 9Q: 3 clusters Score -3612536 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3613026.500000 Penalty: 4837.667480
	Iteration 10Q: 3 clusters Score -3613026 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3613530.250000 Penalty: 4837.667480
	Iteration 11Q: 3 clusters Score -3613530 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3613953.000000 Penalty: 4837.667480
	Iteration 12Q: 3 clusters Score -3613953 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3614293.750000 Penalty: 4837.667480
	Iteration 13Q: 3 clusters Score -3614294 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3614558.250000 Penalty: 4837.667480
	Iteration 14Q: 3 clusters Score -3614558 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3614752.000000 Penalty: 4837.667480
	Iteration 15Q: 3 clusters Score -3614752 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3614908.000000 Penalty: 4837.667480
	Iteration 16Q: 3 clusters Score -3614908 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3615009.000000 Penalty: 4837.667480
	Iteration 17Q: 3 clusters Score -3615009 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3615081.750000 Penalty: 4837.667480
	Iteration 18Q: 3 clusters Score -3615082 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3615137.500000 Penalty: 4837.667480
	Iteration 19Q: 3 clusters Score -3615138 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3615178.500000 Penalty: 4837.667480
	Iteration 20F: 3 clusters Score -3615178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3615214.250000 Penalty: 4837.667480
	Iteration 21Q: 3 clusters Score -3615214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3615238.500000 Penalty: 4837.667480
	Iteration 22Q: 3 clusters Score -3615238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3615242.750000 Penalty: 4837.667480
	Iteration 23Q: 3 clusters Score -3615243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3615254.000000 Penalty: 4837.667480
	Iteration 24Q: 3 clusters Score -3615254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3615265.250000 Penalty: 4837.667480
	Iteration 25Q: 3 clusters Score -3615265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3615273.000000 Penalty: 4837.667480
	Iteration 26Q: 3 clusters Score -3615273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3615286.000000 Penalty: 4837.667480
	Iteration 27Q: 3 clusters Score -3615286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3615301.750000 Penalty: 4837.667480
	Iteration 28Q: 3 clusters Score -3615302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3615308.000000 Penalty: 4837.667480
	Iteration 29Q: 3 clusters Score -3615308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3615324.000000 Penalty: 4837.667480
	Iteration 30Q: 3 clusters Score -3615324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3615320.750000 Penalty: 4837.667480
	Iteration 31Q: 3 clusters Score -3615321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3615325.500000 Penalty: 4837.667480
	Iteration 32Q: 3 clusters Score -3615326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3615329.000000 Penalty: 4837.667480
	Iteration 33Q: 3 clusters Score -3615329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3615323.750000 Penalty: 4837.667480
	Iteration 34Q: 3 clusters Score -3615324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3615332.500000 Penalty: 4837.667480
	Iteration 35Q: 3 clusters Score -3615332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3615336.750000 Penalty: 4837.667480
	Iteration 36Q: 3 clusters Score -3615337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3615342.750000 Penalty: 4837.667480
	Iteration 37Q: 3 clusters Score -3615343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3615344.500000 Penalty: 4837.667480
	Iteration 38Q: 3 clusters Score -3615344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3615346.250000 Penalty: 4837.667480
	Iteration 39Q: 3 clusters Score -3615346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3615345.500000 Penalty: 4837.667480
	Iteration 40F: 3 clusters Score -3615346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3615350.250000 Penalty: 4837.667480
	Iteration 41Q: 3 clusters Score -3615350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3615353.250000 Penalty: 4837.667480
	Iteration 42Q: 3 clusters Score -3615353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3615357.500000 Penalty: 4837.667480
	Iteration 43Q: 3 clusters Score -3615358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3615359.250000 Penalty: 4837.667480
	Iteration 44Q: 3 clusters Score -3615359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3615356.250000 Penalty: 4837.667480
	Iteration 45Q: 3 clusters Score -3615356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3615360.000000 Penalty: 4837.667480
	Iteration 46Q: 3 clusters Score -3615360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3615358.000000 Penalty: 4837.667480
	Iteration 47Q: 3 clusters Score -3615358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3615360.500000 Penalty: 4837.667480
	Iteration 48Q: 3 clusters Score -3615360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3615361.000000 Penalty: 4837.667480
	Iteration 49Q: 3 clusters Score -3615361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3615362.500000 Penalty: 4837.667480
	Iteration 50Q: 3 clusters Score -3615362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3615364.750000 Penalty: 4837.667480
	Iteration 51Q: 3 clusters Score -3615365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3615363.000000 Penalty: 4837.667480
	Iteration 52Q: 3 clusters Score -3615363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3615366.250000 Penalty: 4837.667480
	Iteration 53Q: 3 clusters Score -3615366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3615364.250000 Penalty: 4837.667480
	Iteration 54Q: 3 clusters Score -3615364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3615369.750000 Penalty: 4837.667480
	Iteration 55Q: 3 clusters Score -3615370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3615367.250000 Penalty: 4837.667480
	Iteration 56Q: 3 clusters Score -3615367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3615369.500000 Penalty: 4837.667480
	Iteration 57Q: 3 clusters Score -3615370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3615370.750000 Penalty: 4837.667480
	Iteration 58Q: 3 clusters Score -3615371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3615372.250000 Penalty: 4837.667480
	Iteration 59Q: 3 clusters Score -3615372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3615373.500000 Penalty: 4837.667480
	Iteration 60F: 3 clusters Score -3615374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -927457.125000 Penalty: 2104.505371
	Iteration 0F: 2 clusters Score -927457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -922995.500000 Penalty: 4209.010742
	Iteration 0F: 3 clusters Score -922995.5 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -924145.250000 Penalty: 4209.010742
	Iteration 1F: 3 clusters Score -924145.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -924584.250000 Penalty: 4209.010742
	Iteration 2F: 3 clusters Score -924584.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -925028.625000 Penalty: 4209.010742
	Iteration 3F: 3 clusters Score -925028.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -925501.500000 Penalty: 4209.010742
	Iteration 4F: 3 clusters Score -925501.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -925984.500000 Penalty: 4209.010742
	Iteration 5F: 3 clusters Score -925984.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -926325.000000 Penalty: 4209.010742
	Iteration 6F: 3 clusters Score -926325 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -926498.187500 Penalty: 4209.010742
	Iteration 7Q: 3 clusters Score -926498.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -926611.500000 Penalty: 4209.010742
	Iteration 8Q: 3 clusters Score -926611.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -926670.812500 Penalty: 4209.010742
	Iteration 9Q: 3 clusters Score -926670.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -926694.062500 Penalty: 4209.010742
	Iteration 10Q: 3 clusters Score -926694.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -926708.750000 Penalty: 4209.010742
	Iteration 11Q: 3 clusters Score -926708.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -926717.312500 Penalty: 4209.010742
	Iteration 12Q: 3 clusters Score -926717.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -926724.500000 Penalty: 4209.010742
	Iteration 13Q: 3 clusters Score -926724.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -926732.750000 Penalty: 4209.010742
	Iteration 14Q: 3 clusters Score -926732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -926741.187500 Penalty: 4209.010742
	Iteration 15Q: 3 clusters Score -926741.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -926748.062500 Penalty: 4209.010742
	Iteration 16Q: 3 clusters Score -926748.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -926756.687500 Penalty: 4209.010742
	Iteration 17Q: 3 clusters Score -926756.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -926764.187500 Penalty: 4209.010742
	Iteration 18Q: 3 clusters Score -926764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -926770.750000 Penalty: 4209.010742
	Iteration 19Q: 3 clusters Score -926770.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -926773.000000 Penalty: 4209.010742
	Iteration 20F: 3 clusters Score -926773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -926772.875000 Penalty: 4209.010742
	Iteration 21Q: 3 clusters Score -926772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -926772.875000 Penalty: 4209.010742
	Iteration 22F: 3 clusters Score -926772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (35803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Entering Unmasked Estep 
Score: -6950057.000000 Penalty: 2600.475342
	Iteration 0F: 2 clusters Score -6950057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -6927735.000000 Penalty: 5200.950684
	Iteration 0F: 3 clusters Score -6927735 nChanged 16148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -6936699.500000 Penalty: 5200.950684
	Iteration 1F: 3 clusters Score -6936700 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6937137.000000 Penalty: 5200.950684
	Iteration 2Q: 3 clusters Score -6937137 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -6937506.000000 Penalty: 5200.950684
	Iteration 3Q: 3 clusters Score -6937506 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -6937821.000000 Penalty: 5200.950684
	Iteration 4Q: 3 clusters Score -6937821 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -6938108.500000 Penalty: 5200.950684
	Iteration 5Q: 3 clusters Score -6938108 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -6938441.500000 Penalty: 5200.950684
	Iteration 6Q: 3 clusters Score -6938442 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -6938745.000000 Penalty: 5200.950684
	Iteration 7Q: 3 clusters Score -6938745 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -6939179.000000 Penalty: 5200.950684
	Iteration 8Q: 3 clusters Score -6939179 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -6939820.000000 Penalty: 5200.950684
	Iteration 9Q: 3 clusters Score -6939820 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -6940803.500000 Penalty: 5200.950684
	Iteration 10F: 3 clusters Score -6940804 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -6942145.000000 Penalty: 5200.950684
	Iteration 11F: 3 clusters Score -6942145 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -6943813.000000 Penalty: 5200.950684
	Iteration 12F: 3 clusters Score -6943813 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -6945125.000000 Penalty: 5200.950684
	Iteration 13Q: 3 clusters Score -6945125 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -6946128.000000 Penalty: 5200.950684
	Iteration 14Q: 3 clusters Score -6946128 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6946846.500000 Penalty: 5200.950684
	Iteration 15Q: 3 clusters Score -6946846 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6947243.500000 Penalty: 5200.950684
	Iteration 16Q: 3 clusters Score -6947244 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6947516.000000 Penalty: 5200.950684
	Iteration 17Q: 3 clusters Score -6947516 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6947681.000000 Penalty: 5200.950684
	Iteration 18Q: 3 clusters Score -6947681 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6947782.500000 Penalty: 5200.950684
	Iteration 19Q: 3 clusters Score -6947782 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -6947821.500000 Penalty: 5200.950684
	Iteration 20F: 3 clusters Score -6947822 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6947842.500000 Penalty: 5200.950684
	Iteration 21Q: 3 clusters Score -6947842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6947860.500000 Penalty: 5200.950684
	Iteration 22Q: 3 clusters Score -6947860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -6947871.500000 Penalty: 5200.950684
	Iteration 23Q: 3 clusters Score -6947872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6947880.500000 Penalty: 5200.950684
	Iteration 24Q: 3 clusters Score -6947880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6947883.000000 Penalty: 5200.950684
	Iteration 25Q: 3 clusters Score -6947883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6947887.500000 Penalty: 5200.950684
	Iteration 26Q: 3 clusters Score -6947888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6947885.500000 Penalty: 5200.950684
	Iteration 27Q: 3 clusters Score -6947886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -6947897.500000 Penalty: 5200.950684
	Iteration 28Q: 3 clusters Score -6947898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6947894.500000 Penalty: 5200.950684
	Iteration 29Q: 3 clusters Score -6947894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6947890.500000 Penalty: 5200.950684
	Iteration 30Q: 3 clusters Score -6947890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6947877.500000 Penalty: 5200.950684
	Iteration 31Q: 3 clusters Score -6947878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6947874.000000 Penalty: 5200.950684
	Iteration 32Q: 3 clusters Score -6947874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6947887.500000 Penalty: 5200.950684
	Iteration 33Q: 3 clusters Score -6947888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6947897.000000 Penalty: 5200.950684
	Iteration 34Q: 3 clusters Score -6947897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6947916.000000 Penalty: 5200.950684
	Iteration 35Q: 3 clusters Score -6947916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6947911.000000 Penalty: 5200.950684
	Iteration 36Q: 3 clusters Score -6947911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6947920.500000 Penalty: 5200.950684
	Iteration 37Q: 3 clusters Score -6947920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -6947923.500000 Penalty: 5200.950684
	Iteration 38Q: 3 clusters Score -6947924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6947923.500000 Penalty: 5200.950684
	Iteration 39Q: 3 clusters Score -6947924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6947930.000000 Penalty: 5200.950684
	Iteration 40F: 3 clusters Score -6947930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6947934.500000 Penalty: 5200.950684
	Iteration 41Q: 3 clusters Score -6947934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6947937.000000 Penalty: 5200.950684
	Iteration 42Q: 3 clusters Score -6947937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6947937.000000 Penalty: 5200.950684
	Iteration 43Q: 3 clusters Score -6947937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6947932.500000 Penalty: 5200.950684
	Iteration 44Q: 3 clusters Score -6947932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6947932.500000 Penalty: 5200.950684
	Iteration 45Q: 3 clusters Score -6947932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6947931.000000 Penalty: 5200.950684
	Iteration 46Q: 3 clusters Score -6947931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6947933.500000 Penalty: 5200.950684
	Iteration 47Q: 3 clusters Score -6947934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6947941.000000 Penalty: 5200.950684
	Iteration 48Q: 3 clusters Score -6947941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6947944.500000 Penalty: 5200.950684
	Iteration 49Q: 3 clusters Score -6947944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6947956.000000 Penalty: 5200.950684
	Iteration 50Q: 3 clusters Score -6947956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6947950.000000 Penalty: 5200.950684
	Iteration 51Q: 3 clusters Score -6947950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6947950.500000 Penalty: 5200.950684
	Iteration 52Q: 3 clusters Score -6947950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6947952.500000 Penalty: 5200.950684
	Iteration 53Q: 3 clusters Score -6947952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6947943.000000 Penalty: 5200.950684
	Iteration 54Q: 3 clusters Score -6947943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6947953.000000 Penalty: 5200.950684
	Iteration 55Q: 3 clusters Score -6947953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6947960.000000 Penalty: 5200.950684
	Iteration 56Q: 3 clusters Score -6947960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6947968.500000 Penalty: 5200.950684
	Iteration 57Q: 3 clusters Score -6947968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6947974.500000 Penalty: 5200.950684
	Iteration 58Q: 3 clusters Score -6947974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6948001.500000 Penalty: 5200.950684
	Iteration 59Q: 3 clusters Score -6948002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6947998.500000 Penalty: 5200.950684
	Iteration 60F: 3 clusters Score -6947998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6948000.500000 Penalty: 5200.950684
	Iteration 61Q: 3 clusters Score -6948000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6947996.000000 Penalty: 5200.950684
	Iteration 62Q: 3 clusters Score -6947996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6948012.500000 Penalty: 5200.950684
	Iteration 63Q: 3 clusters Score -6948012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6948020.500000 Penalty: 5200.950684
	Iteration 64Q: 3 clusters Score -6948020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6948013.500000 Penalty: 5200.950684
	Iteration 65Q: 3 clusters Score -6948014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6948028.000000 Penalty: 5200.950684
	Iteration 66Q: 3 clusters Score -6948028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6948039.500000 Penalty: 5200.950684
	Iteration 67Q: 3 clusters Score -6948040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6948037.000000 Penalty: 5200.950684
	Iteration 68Q: 3 clusters Score -6948037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6948051.000000 Penalty: 5200.950684
	Iteration 69Q: 3 clusters Score -6948051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6948050.500000 Penalty: 5200.950684
	Iteration 70Q: 3 clusters Score -6948050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6948038.000000 Penalty: 5200.950684
	Iteration 71Q: 3 clusters Score -6948038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6948026.500000 Penalty: 5200.950684
	Iteration 72Q: 3 clusters Score -6948026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6948037.000000 Penalty: 5200.950684
	Iteration 73Q: 3 clusters Score -6948037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6948024.500000 Penalty: 5200.950684
	Iteration 74Q: 3 clusters Score -6948024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6948023.000000 Penalty: 5200.950684
	Iteration 75Q: 3 clusters Score -6948023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6948019.000000 Penalty: 5200.950684
	Iteration 76Q: 3 clusters Score -6948019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6948004.000000 Penalty: 5200.950684
	Iteration 77Q: 3 clusters Score -6948004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6948015.500000 Penalty: 5200.950684
	Iteration 78Q: 3 clusters Score -6948016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6948020.000000 Penalty: 5200.950684
	Iteration 79Q: 3 clusters Score -6948020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6948027.500000 Penalty: 5200.950684
	Iteration 80F: 3 clusters Score -6948028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6948016.000000 Penalty: 5200.950684
	Iteration 81Q: 3 clusters Score -6948016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6948017.500000 Penalty: 5200.950684
	Iteration 82Q: 3 clusters Score -6948018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6948023.500000 Penalty: 5200.950684
	Iteration 83Q: 3 clusters Score -6948024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6948029.000000 Penalty: 5200.950684
	Iteration 84Q: 3 clusters Score -6948029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6948034.000000 Penalty: 5200.950684
	Iteration 85Q: 3 clusters Score -6948034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6948029.000000 Penalty: 5200.950684
	Iteration 86Q: 3 clusters Score -6948029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6948027.500000 Penalty: 5200.950684
	Iteration 87Q: 3 clusters Score -6948028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6948028.500000 Penalty: 5200.950684
	Iteration 88Q: 3 clusters Score -6948028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6948027.500000 Penalty: 5200.950684
	Iteration 89Q: 3 clusters Score -6948028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6948025.000000 Penalty: 5200.950684
	Iteration 90Q: 3 clusters Score -6948025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6948030.000000 Penalty: 5200.950684
	Iteration 91Q: 3 clusters Score -6948030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6948037.500000 Penalty: 5200.950684
	Iteration 92Q: 3 clusters Score -6948038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6948043.500000 Penalty: 5200.950684
	Iteration 93Q: 3 clusters Score -6948044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6948036.000000 Penalty: 5200.950684
	Iteration 94Q: 3 clusters Score -6948036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6948033.000000 Penalty: 5200.950684
	Iteration 95Q: 3 clusters Score -6948033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6948040.500000 Penalty: 5200.950684
	Iteration 96Q: 3 clusters Score -6948040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6948033.000000 Penalty: 5200.950684
	Iteration 97Q: 3 clusters Score -6948033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6948030.000000 Penalty: 5200.950684
	Iteration 98Q: 3 clusters Score -6948030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6948017.500000 Penalty: 5200.950684
	Iteration 99Q: 3 clusters Score -6948018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6948019.500000 Penalty: 5200.950684
	Iteration 100F: 3 clusters Score -6948020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6948027.000000 Penalty: 5200.950684
	Iteration 101Q: 3 clusters Score -6948027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6948030.500000 Penalty: 5200.950684
	Iteration 102Q: 3 clusters Score -6948030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6948027.500000 Penalty: 5200.950684
	Iteration 103Q: 3 clusters Score -6948028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6948034.500000 Penalty: 5200.950684
	Iteration 104Q: 3 clusters Score -6948034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6948050.000000 Penalty: 5200.950684
	Iteration 105Q: 3 clusters Score -6948050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6948052.500000 Penalty: 5200.950684
	Iteration 106Q: 3 clusters Score -6948052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6948048.500000 Penalty: 5200.950684
	Iteration 107Q: 3 clusters Score -6948048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6948057.500000 Penalty: 5200.950684
	Iteration 108Q: 3 clusters Score -6948058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6948059.500000 Penalty: 5200.950684
	Iteration 109Q: 3 clusters Score -6948060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6948059.500000 Penalty: 5200.950684
	Iteration 110Q: 3 clusters Score -6948060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6948061.000000 Penalty: 5200.950684
	Iteration 111Q: 3 clusters Score -6948061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6948063.000000 Penalty: 5200.950684
	Iteration 112Q: 3 clusters Score -6948063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6948057.000000 Penalty: 5200.950684
	Iteration 113Q: 3 clusters Score -6948057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6948062.500000 Penalty: 5200.950684
	Iteration 114Q: 3 clusters Score -6948062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6948066.500000 Penalty: 5200.950684
	Iteration 115Q: 3 clusters Score -6948066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6948060.000000 Penalty: 5200.950684
	Iteration 116Q: 3 clusters Score -6948060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6948068.000000 Penalty: 5200.950684
	Iteration 117Q: 3 clusters Score -6948068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6948058.000000 Penalty: 5200.950684
	Iteration 118Q: 3 clusters Score -6948058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6948058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6948055.500000 Penalty: 5200.950684
	Iteration 120F: 3 clusters Score -6948056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6948059.000000 Penalty: 5200.950684
	Iteration 121Q: 3 clusters Score -6948059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6948059.000000 Penalty: 5200.950684
	Iteration 122Q: 3 clusters Score -6948059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6948067.500000 Penalty: 5200.950684
	Iteration 123Q: 3 clusters Score -6948068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6948066.500000 Penalty: 5200.950684
	Iteration 124Q: 3 clusters Score -6948066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6948070.500000 Penalty: 5200.950684
	Iteration 125Q: 3 clusters Score -6948070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6948073.000000 Penalty: 5200.950684
	Iteration 126Q: 3 clusters Score -6948073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6948069.000000 Penalty: 5200.950684
	Iteration 127Q: 3 clusters Score -6948069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6948066.500000 Penalty: 5200.950684
	Iteration 128Q: 3 clusters Score -6948066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6948066.000000 Penalty: 5200.950684
	Iteration 129Q: 3 clusters Score -6948066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6948067.000000 Penalty: 5200.950684
	Iteration 130Q: 3 clusters Score -6948067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6948059.000000 Penalty: 5200.950684
	Iteration 131Q: 3 clusters Score -6948059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6948059 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6948053.500000 Penalty: 5200.950684
	Iteration 133Q: 3 clusters Score -6948054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6948053.500000 Penalty: 5200.950684
	Iteration 134F: 3 clusters Score -6948054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (34878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Entering Unmasked Estep 
Score: -6795374.500000 Penalty: 2593.983643
	Iteration 0F: 2 clusters Score -6795374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -6774168.000000 Penalty: 5187.967285
	Iteration 0F: 3 clusters Score -6774168 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -6782770.500000 Penalty: 5187.967285
	Iteration 1F: 3 clusters Score -6782770 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -6783348.500000 Penalty: 5187.967285
	Iteration 2F: 3 clusters Score -6783348 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -6784097.000000 Penalty: 5187.967285
	Iteration 3F: 3 clusters Score -6784097 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -6785034.500000 Penalty: 5187.967285
	Iteration 4F: 3 clusters Score -6785034 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -6786231.000000 Penalty: 5187.967285
	Iteration 5F: 3 clusters Score -6786231 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -6787747.000000 Penalty: 5187.967285
	Iteration 6F: 3 clusters Score -6787747 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -6789721.000000 Penalty: 5187.967285
	Iteration 7F: 3 clusters Score -6789721 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -6791372.500000 Penalty: 5187.967285
	Iteration 8Q: 3 clusters Score -6791372 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -6792355.500000 Penalty: 5187.967285
	Iteration 9Q: 3 clusters Score -6792356 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -6792894.500000 Penalty: 5187.967285
	Iteration 10Q: 3 clusters Score -6792894 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -6793179.000000 Penalty: 5187.967285
	Iteration 11Q: 3 clusters Score -6793179 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -6793467.500000 Penalty: 5187.967285
	Iteration 12Q: 3 clusters Score -6793468 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -6793713.500000 Penalty: 5187.967285
	Iteration 13Q: 3 clusters Score -6793714 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -6793870.000000 Penalty: 5187.967285
	Iteration 14Q: 3 clusters Score -6793870 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -6793941.000000 Penalty: 5187.967285
	Iteration 15Q: 3 clusters Score -6793941 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -6794057.000000 Penalty: 5187.967285
	Iteration 16Q: 3 clusters Score -6794057 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -6794067.500000 Penalty: 5187.967285
	Iteration 17Q: 3 clusters Score -6794068 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -6794177.000000 Penalty: 5187.967285
	Iteration 18Q: 3 clusters Score -6794177 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -6794166.000000 Penalty: 5187.967285
	Iteration 19Q: 3 clusters Score -6794166 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -6794151.000000 Penalty: 5187.967285
	Iteration 20F: 3 clusters Score -6794151 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -6794258.500000 Penalty: 5187.967285
	Iteration 21Q: 3 clusters Score -6794258 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -6794246.000000 Penalty: 5187.967285
	Iteration 22Q: 3 clusters Score -6794246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -6794236.500000 Penalty: 5187.967285
	Iteration 23Q: 3 clusters Score -6794236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -6794239.500000 Penalty: 5187.967285
	Iteration 24Q: 3 clusters Score -6794240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6794256.500000 Penalty: 5187.967285
	Iteration 25Q: 3 clusters Score -6794256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -6794185.000000 Penalty: 5187.967285
	Iteration 26Q: 3 clusters Score -6794185 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -6794211.000000 Penalty: 5187.967285
	Iteration 27Q: 3 clusters Score -6794211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -6794222.500000 Penalty: 5187.967285
	Iteration 28Q: 3 clusters Score -6794222 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6794191.500000 Penalty: 5187.967285
	Iteration 29Q: 3 clusters Score -6794192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -6794195.000000 Penalty: 5187.967285
	Iteration 30Q: 3 clusters Score -6794195 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -6794161.000000 Penalty: 5187.967285
	Iteration 31Q: 3 clusters Score -6794161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -6794202.500000 Penalty: 5187.967285
	Iteration 32Q: 3 clusters Score -6794202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -6794197.500000 Penalty: 5187.967285
	Iteration 33Q: 3 clusters Score -6794198 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -6794147.000000 Penalty: 5187.967285
	Iteration 34Q: 3 clusters Score -6794147 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -6794168.000000 Penalty: 5187.967285
	Iteration 35Q: 3 clusters Score -6794168 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6794158.500000 Penalty: 5187.967285
	Iteration 36Q: 3 clusters Score -6794158 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -6794162.500000 Penalty: 5187.967285
	Iteration 37Q: 3 clusters Score -6794162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6794156.000000 Penalty: 5187.967285
	Iteration 38Q: 3 clusters Score -6794156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -6794151.000000 Penalty: 5187.967285
	Iteration 39Q: 3 clusters Score -6794151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -6794149.500000 Penalty: 5187.967285
	Iteration 40F: 3 clusters Score -6794150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6794147.000000 Penalty: 5187.967285
	Iteration 41Q: 3 clusters Score -6794147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6794163.500000 Penalty: 5187.967285
	Iteration 42Q: 3 clusters Score -6794164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -6794161.000000 Penalty: 5187.967285
	Iteration 43Q: 3 clusters Score -6794161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -6794161.500000 Penalty: 5187.967285
	Iteration 44Q: 3 clusters Score -6794162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -6794159.000000 Penalty: 5187.967285
	Iteration 45Q: 3 clusters Score -6794159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6794150.500000 Penalty: 5187.967285
	Iteration 46Q: 3 clusters Score -6794150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6794150.500000 Penalty: 5187.967285
	Iteration 47F: 3 clusters Score -6794150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Entering Unmasked Estep 
Score: -7305844.500000 Penalty: 2612.349854
	Iteration 0F: 2 clusters Score -7305844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -7283696.500000 Penalty: 5224.699707
	Iteration 0F: 3 clusters Score -7283696 nChanged 17217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -7292937.500000 Penalty: 5224.699707
	Iteration 1F: 3 clusters Score -7292938 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -7293398.500000 Penalty: 5224.699707
	Iteration 2Q: 3 clusters Score -7293398 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7293845.500000 Penalty: 5224.699707
	Iteration 3Q: 3 clusters Score -7293846 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -7294260.500000 Penalty: 5224.699707
	Iteration 4Q: 3 clusters Score -7294260 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -7294796.500000 Penalty: 5224.699707
	Iteration 5Q: 3 clusters Score -7294796 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -7295431.500000 Penalty: 5224.699707
	Iteration 6Q: 3 clusters Score -7295432 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -7296180.000000 Penalty: 5224.699707
	Iteration 7Q: 3 clusters Score -7296180 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -7297219.500000 Penalty: 5224.699707
	Iteration 8F: 3 clusters Score -7297220 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -7298677.500000 Penalty: 5224.699707
	Iteration 9F: 3 clusters Score -7298678 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -7299832.000000 Penalty: 5224.699707
	Iteration 10F: 3 clusters Score -7299832 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7301058.000000 Penalty: 5224.699707
	Iteration 11F: 3 clusters Score -7301058 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7301824.500000 Penalty: 5224.699707
	Iteration 12Q: 3 clusters Score -7301824 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7302493.500000 Penalty: 5224.699707
	Iteration 13Q: 3 clusters Score -7302494 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7302841.500000 Penalty: 5224.699707
	Iteration 14Q: 3 clusters Score -7302842 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7303086.500000 Penalty: 5224.699707
	Iteration 15Q: 3 clusters Score -7303086 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7303231.500000 Penalty: 5224.699707
	Iteration 16Q: 3 clusters Score -7303232 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7303378.000000 Penalty: 5224.699707
	Iteration 17Q: 3 clusters Score -7303378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7303425.500000 Penalty: 5224.699707
	Iteration 18Q: 3 clusters Score -7303426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7303466.000000 Penalty: 5224.699707
	Iteration 19Q: 3 clusters Score -7303466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7303502.000000 Penalty: 5224.699707
	Iteration 20F: 3 clusters Score -7303502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7303540.000000 Penalty: 5224.699707
	Iteration 21Q: 3 clusters Score -7303540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7303549.000000 Penalty: 5224.699707
	Iteration 22Q: 3 clusters Score -7303549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7303569.500000 Penalty: 5224.699707
	Iteration 23Q: 3 clusters Score -7303570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7303586.500000 Penalty: 5224.699707
	Iteration 24Q: 3 clusters Score -7303586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7303604.000000 Penalty: 5224.699707
	Iteration 25Q: 3 clusters Score -7303604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7303610.500000 Penalty: 5224.699707
	Iteration 26Q: 3 clusters Score -7303610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7303626.500000 Penalty: 5224.699707
	Iteration 27Q: 3 clusters Score -7303626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7303633.500000 Penalty: 5224.699707
	Iteration 28Q: 3 clusters Score -7303634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7303639.000000 Penalty: 5224.699707
	Iteration 29Q: 3 clusters Score -7303639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7303635.000000 Penalty: 5224.699707
	Iteration 30Q: 3 clusters Score -7303635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7303634.500000 Penalty: 5224.699707
	Iteration 31Q: 3 clusters Score -7303634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7303634.500000 Penalty: 5224.699707
	Iteration 32F: 3 clusters Score -7303634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -34373.386719 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -34373.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33252.199219 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -33252.2 nChanged 43
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: -33458.203125 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -33458.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33615.601562 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -33615.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -33727.703125 Penalty: 2773.129639
	Iteration 3F: 3 clusters Score -33727.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -33839.093750 Penalty: 2773.129639
	Iteration 4F: 3 clusters Score -33839.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -33913.796875 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -33913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -34036.535156 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -34036.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -34090.175781 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -34090.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -34092.707031 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -34092.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -34092.707031 Penalty: 2773.129639
	Iteration 9F: 3 clusters Score -34092.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -44569.496094 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -44569.5 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 217 members 
Entering Unmasked Estep 
Score: -43230.609375 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -43230.61 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43578.218750 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -43578.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43754.367188 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -43754.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43875.230469 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -43875.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43962.453125 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -43962.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44065.656250 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44065.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44138.253906 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44138.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44222.074219 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -44222.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44320.117188 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -44320.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44375.906250 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -44375.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44400.781250 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -44400.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44414.800781 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -44414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44426.113281 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -44426.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44446.863281 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -44446.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44459.937500 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -44459.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44491.796875 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -44491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44515.089844 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -44515.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44521.929688 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -44521.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44530.519531 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -44530.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44536.839844 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -44536.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44550.937500 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -44550.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44637.820312 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -44637.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44709.445312 Penalty: 3027.977295
	Iteration 22Q: 3 clusters Score -44709.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44731.691406 Penalty: 3027.977295
	Iteration 23Q: 3 clusters Score -44731.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44759.000000 Penalty: 3027.977295
	Iteration 24Q: 3 clusters Score -44759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44784.121094 Penalty: 3027.977295
	Iteration 25Q: 3 clusters Score -44784.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44851.964844 Penalty: 3027.977295
	Iteration 26Q: 3 clusters Score -44851.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44910.070312 Penalty: 3027.977295
	Iteration 27Q: 3 clusters Score -44910.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44928.222656 Penalty: 3027.977295
	Iteration 28Q: 3 clusters Score -44928.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44961.734375 Penalty: 3027.977295
	Iteration 29Q: 3 clusters Score -44961.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44991.589844 Penalty: 3027.977295
	Iteration 30Q: 3 clusters Score -44991.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44995.394531 Penalty: 3027.977295
	Iteration 31Q: 3 clusters Score -44995.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44996.230469 Penalty: 3027.977295
	Iteration 32F: 3 clusters Score -44996.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45000.527344 Penalty: 3027.977295
	Iteration 33Q: 3 clusters Score -45000.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45000.527344 Penalty: 3027.977295
	Iteration 34F: 3 clusters Score -45000.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 41203 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35803 members 
Mstep: Class 35 contains 34878 members 
Mstep: Class 36 contains 37559 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44459 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11069 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42695 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4316 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14228 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 39632 members 
Mstep: Class 61 contains 15728 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16911 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17377 members 
Mstep: Class 67 contains 213 members 
Entering Unmasked Estep 
Score: -161345616.000000 Penalty: 226638.109375
Splitting cluster 38 changes total score from -161347120.000000 to -161345616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -237226.234375 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -237226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -235053.140625 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -235053.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -235510.968750 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -235511 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -235790.828125 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -235790.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -236019.312500 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -236019.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -236234.875000 Penalty: 3591.006592
	Iteration 4F: 3 clusters Score -236234.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -236410.703125 Penalty: 3591.006592
	Iteration 5F: 3 clusters Score -236410.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -236481.093750 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -236481.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -236516.765625 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -236516.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -236537.625000 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -236537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -236553.671875 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -236553.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -236569.812500 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -236569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -236587.781250 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -236587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -236593.812500 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -236593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -236600.187500 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -236600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -236602.328125 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -236602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -236602.328125 Penalty: 3591.006592
	Iteration 15F: 3 clusters Score -236602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -205484.250000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -205484.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203502.140625 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -203502.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -204138.234375 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -204138.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -204470.640625 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -204470.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -204697.437500 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -204697.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -204844.984375 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -204845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -204949.328125 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -204949.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -205004.171875 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -205004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -205036.250000 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -205036.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -205052.468750 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -205052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -205071.187500 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -205071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -205097.468750 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -205097.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -205111.843750 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -205111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -205127.640625 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -205127.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -205133.265625 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -205133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -205140.546875 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -205140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -205143.671875 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -205143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -205151.781250 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -205151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -205158.718750 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -205158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -205163.640625 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -205163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -205166.953125 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -205167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -205170.296875 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -205170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -205173.296875 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -205173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -205178.406250 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -205178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -205182.640625 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -205182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -205185.046875 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -205185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -205188.531250 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -205188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -205189.937500 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -205189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -205192.890625 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -205192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -205196.281250 Penalty: 3514.606934
	Iteration 28Q: 3 clusters Score -205196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -205197.640625 Penalty: 3514.606934
	Iteration 29Q: 3 clusters Score -205197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -205198.531250 Penalty: 3514.606934
	Iteration 30Q: 3 clusters Score -205198.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -205199.234375 Penalty: 3514.606934
	Iteration 31Q: 3 clusters Score -205199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -205199.453125 Penalty: 3514.606934
	Iteration 32Q: 3 clusters Score -205199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -205199.546875 Penalty: 3514.606934
	Iteration 33Q: 3 clusters Score -205199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -205199.546875 Penalty: 3514.606934
	Iteration 34F: 3 clusters Score -205199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -506567.812500 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -506567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -503501.625000 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -503501.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -504068.843750 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -504068.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -504196.968750 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -504197 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -504274.937500 Penalty: 3918.899658
	Iteration 3Q: 3 clusters Score -504274.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -504331.656250 Penalty: 3918.899658
	Iteration 4Q: 3 clusters Score -504331.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -504378.593750 Penalty: 3918.899658
	Iteration 5Q: 3 clusters Score -504378.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -504443.437500 Penalty: 3918.899658
	Iteration 6Q: 3 clusters Score -504443.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -504510.406250 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -504510.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -504568.687500 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -504568.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -504603.593750 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -504603.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -504636.750000 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -504636.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -504671.062500 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -504671.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -504702.062500 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -504702.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -504727.781250 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -504727.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -504750.250000 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -504750.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -504771.656250 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -504771.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -504795.437500 Penalty: 3918.899658
	Iteration 16Q: 3 clusters Score -504795.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -504816.562500 Penalty: 3918.899658
	Iteration 17Q: 3 clusters Score -504816.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -504839.093750 Penalty: 3918.899658
	Iteration 18Q: 3 clusters Score -504839.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -504855.250000 Penalty: 3918.899658
	Iteration 19Q: 3 clusters Score -504855.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -504870.062500 Penalty: 3918.899658
	Iteration 20F: 3 clusters Score -504870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -504882.812500 Penalty: 3918.899658
	Iteration 21Q: 3 clusters Score -504882.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -504891.250000 Penalty: 3918.899658
	Iteration 22Q: 3 clusters Score -504891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -504899.593750 Penalty: 3918.899658
	Iteration 23Q: 3 clusters Score -504899.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -504910.718750 Penalty: 3918.899658
	Iteration 24Q: 3 clusters Score -504910.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -504923.906250 Penalty: 3918.899658
	Iteration 25Q: 3 clusters Score -504923.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -504937.593750 Penalty: 3918.899658
	Iteration 26Q: 3 clusters Score -504937.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -504948.250000 Penalty: 3918.899658
	Iteration 27Q: 3 clusters Score -504948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -504957.500000 Penalty: 3918.899658
	Iteration 28Q: 3 clusters Score -504957.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -504962.906250 Penalty: 3918.899658
	Iteration 29Q: 3 clusters Score -504962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -504967.062500 Penalty: 3918.899658
	Iteration 30Q: 3 clusters Score -504967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -504970.343750 Penalty: 3918.899658
	Iteration 31Q: 3 clusters Score -504970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -504973.812500 Penalty: 3918.899658
	Iteration 32Q: 3 clusters Score -504973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -504975.531250 Penalty: 3918.899658
	Iteration 33Q: 3 clusters Score -504975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -504979.500000 Penalty: 3918.899658
	Iteration 34Q: 3 clusters Score -504979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -504981.531250 Penalty: 3918.899658
	Iteration 35Q: 3 clusters Score -504981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -504982.718750 Penalty: 3918.899658
	Iteration 36Q: 3 clusters Score -504982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -504983.656250 Penalty: 3918.899658
	Iteration 37Q: 3 clusters Score -504983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -504983.437500 Penalty: 3918.899658
	Iteration 38Q: 3 clusters Score -504983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -504985.187500 Penalty: 3918.899658
	Iteration 39Q: 3 clusters Score -504985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -504984.906250 Penalty: 3918.899658
	Iteration 40F: 3 clusters Score -504984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -504985.875000 Penalty: 3918.899658
	Iteration 41Q: 3 clusters Score -504985.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -504988.718750 Penalty: 3918.899658
	Iteration 42Q: 3 clusters Score -504988.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -504991.625000 Penalty: 3918.899658
	Iteration 43Q: 3 clusters Score -504991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -504992.187500 Penalty: 3918.899658
	Iteration 44Q: 3 clusters Score -504992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -504994.093750 Penalty: 3918.899658
	Iteration 45Q: 3 clusters Score -504994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -504994.093750 Penalty: 3918.899658
	Iteration 46F: 3 clusters Score -504994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Entering Unmasked Estep 
Score: -8725870.000000 Penalty: 2654.176025
	Iteration 0F: 2 clusters Score -8725870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -8696622.000000 Penalty: 5308.352051
	Iteration 0F: 3 clusters Score -8696622 nChanged 20486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -8707689.000000 Penalty: 5308.352051
	Iteration 1F: 3 clusters Score -8707689 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8708058.000000 Penalty: 5308.352051
	Iteration 2Q: 3 clusters Score -8708058 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -8708334.000000 Penalty: 5308.352051
	Iteration 3Q: 3 clusters Score -8708334 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -8708643.000000 Penalty: 5308.352051
	Iteration 4Q: 3 clusters Score -8708643 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -8708938.000000 Penalty: 5308.352051
	Iteration 5Q: 3 clusters Score -8708938 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -8709343.000000 Penalty: 5308.352051
	Iteration 6Q: 3 clusters Score -8709343 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -8709752.000000 Penalty: 5308.352051
	Iteration 7Q: 3 clusters Score -8709752 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -8710469.000000 Penalty: 5308.352051
	Iteration 8Q: 3 clusters Score -8710469 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -8711515.000000 Penalty: 5308.352051
	Iteration 9Q: 3 clusters Score -8711515 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -8713203.000000 Penalty: 5308.352051
	Iteration 10F: 3 clusters Score -8713203 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -8715623.000000 Penalty: 5308.352051
	Iteration 11F: 3 clusters Score -8715623 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -8718513.000000 Penalty: 5308.352051
	Iteration 12F: 3 clusters Score -8718513 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -8721240.000000 Penalty: 5308.352051
	Iteration 13F: 3 clusters Score -8721240 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -8722598.000000 Penalty: 5308.352051
	Iteration 14Q: 3 clusters Score -8722598 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8723146.000000 Penalty: 5308.352051
	Iteration 15Q: 3 clusters Score -8723146 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8723343.000000 Penalty: 5308.352051
	Iteration 16Q: 3 clusters Score -8723343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -8723418.000000 Penalty: 5308.352051
	Iteration 17Q: 3 clusters Score -8723418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -8723449.000000 Penalty: 5308.352051
	Iteration 18Q: 3 clusters Score -8723449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8723471.000000 Penalty: 5308.352051
	Iteration 19Q: 3 clusters Score -8723471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8723488.000000 Penalty: 5308.352051
	Iteration 20F: 3 clusters Score -8723488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8723504.000000 Penalty: 5308.352051
	Iteration 21Q: 3 clusters Score -8723504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -8723521.000000 Penalty: 5308.352051
	Iteration 22Q: 3 clusters Score -8723521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8723527.000000 Penalty: 5308.352051
	Iteration 23Q: 3 clusters Score -8723527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8723535.000000 Penalty: 5308.352051
	Iteration 24Q: 3 clusters Score -8723535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8723533.000000 Penalty: 5308.352051
	Iteration 25Q: 3 clusters Score -8723533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8723543.000000 Penalty: 5308.352051
	Iteration 26Q: 3 clusters Score -8723543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8723542.000000 Penalty: 5308.352051
	Iteration 27Q: 3 clusters Score -8723542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8723539.000000 Penalty: 5308.352051
	Iteration 28Q: 3 clusters Score -8723539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -8723543.000000 Penalty: 5308.352051
	Iteration 29Q: 3 clusters Score -8723543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8723541.000000 Penalty: 5308.352051
	Iteration 30Q: 3 clusters Score -8723541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8723537.000000 Penalty: 5308.352051
	Iteration 31Q: 3 clusters Score -8723537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8723537.000000 Penalty: 5308.352051
	Iteration 32F: 3 clusters Score -8723537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -49803.867188 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -49803.87 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 193 members 
Entering Unmasked Estep 
Score: -48501.218750 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -48501.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48729.628906 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -48729.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48825.554688 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -48825.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48885.535156 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -48885.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48927.558594 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -48927.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48964.574219 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -48964.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48987.640625 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -48987.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48989.617188 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -48989.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49005.863281 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -49005.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49044.304688 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -49044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49061.406250 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -49061.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49066.937500 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -49066.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49067.875000 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -49067.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49067.875000 Penalty: 2950.225586
	Iteration 13F: 3 clusters Score -49067.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Entering Unmasked Estep 
Score: -2301746.500000 Penalty: 2309.352295
	Iteration 0F: 2 clusters Score -2301746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2293347.000000 Penalty: 4618.704590
	Iteration 0F: 3 clusters Score -2293347 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2295732.750000 Penalty: 4618.704590
	Iteration 1F: 3 clusters Score -2295733 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2296026.500000 Penalty: 4618.704590
	Iteration 2F: 3 clusters Score -2296026 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2296249.500000 Penalty: 4618.704590
	Iteration 3Q: 3 clusters Score -2296250 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2296437.000000 Penalty: 4618.704590
	Iteration 4Q: 3 clusters Score -2296437 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2296609.500000 Penalty: 4618.704590
	Iteration 5Q: 3 clusters Score -2296610 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2296781.750000 Penalty: 4618.704590
	Iteration 6Q: 3 clusters Score -2296782 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2296943.000000 Penalty: 4618.704590
	Iteration 7Q: 3 clusters Score -2296943 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2297147.500000 Penalty: 4618.704590
	Iteration 8Q: 3 clusters Score -2297148 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2297383.750000 Penalty: 4618.704590
	Iteration 9Q: 3 clusters Score -2297384 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2297678.250000 Penalty: 4618.704590
	Iteration 10Q: 3 clusters Score -2297678 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2298022.750000 Penalty: 4618.704590
	Iteration 11Q: 3 clusters Score -2298023 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2298390.500000 Penalty: 4618.704590
	Iteration 12Q: 3 clusters Score -2298390 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2298735.000000 Penalty: 4618.704590
	Iteration 13Q: 3 clusters Score -2298735 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2299000.250000 Penalty: 4618.704590
	Iteration 14Q: 3 clusters Score -2299000 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2299219.000000 Penalty: 4618.704590
	Iteration 15Q: 3 clusters Score -2299219 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2299368.750000 Penalty: 4618.704590
	Iteration 16Q: 3 clusters Score -2299369 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2299486.750000 Penalty: 4618.704590
	Iteration 17Q: 3 clusters Score -2299487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2299564.500000 Penalty: 4618.704590
	Iteration 18Q: 3 clusters Score -2299564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2299611.000000 Penalty: 4618.704590
	Iteration 19Q: 3 clusters Score -2299611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2299650.250000 Penalty: 4618.704590
	Iteration 20F: 3 clusters Score -2299650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2299670.000000 Penalty: 4618.704590
	Iteration 21Q: 3 clusters Score -2299670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2299681.750000 Penalty: 4618.704590
	Iteration 22Q: 3 clusters Score -2299682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2299695.000000 Penalty: 4618.704590
	Iteration 23Q: 3 clusters Score -2299695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2299701.250000 Penalty: 4618.704590
	Iteration 24Q: 3 clusters Score -2299701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2299705.500000 Penalty: 4618.704590
	Iteration 25Q: 3 clusters Score -2299706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2299709.750000 Penalty: 4618.704590
	Iteration 26Q: 3 clusters Score -2299710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2299713.500000 Penalty: 4618.704590
	Iteration 27Q: 3 clusters Score -2299714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2299718.250000 Penalty: 4618.704590
	Iteration 28Q: 3 clusters Score -2299718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2299719.500000 Penalty: 4618.704590
	Iteration 29Q: 3 clusters Score -2299720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2299721.750000 Penalty: 4618.704590
	Iteration 30Q: 3 clusters Score -2299722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2299723.500000 Penalty: 4618.704590
	Iteration 31Q: 3 clusters Score -2299724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2299732.750000 Penalty: 4618.704590
	Iteration 32Q: 3 clusters Score -2299733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2299734.500000 Penalty: 4618.704590
	Iteration 33Q: 3 clusters Score -2299734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2299734.500000 Penalty: 4618.704590
	Iteration 34F: 3 clusters Score -2299734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Entering Unmasked Estep 
Score: -2808707.250000 Penalty: 2357.227295
	Iteration 0F: 2 clusters Score -2808707 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 6697 members 
Entering Unmasked Estep 
Score: -2799074.000000 Penalty: 4714.454590
	Iteration 0F: 3 clusters Score -2799074 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2801970.500000 Penalty: 4714.454590
	Iteration 1F: 3 clusters Score -2801970 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2802336.000000 Penalty: 4714.454590
	Iteration 2F: 3 clusters Score -2802336 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2802632.750000 Penalty: 4714.454590
	Iteration 3F: 3 clusters Score -2802633 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2802945.500000 Penalty: 4714.454590
	Iteration 4Q: 3 clusters Score -2802946 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2803268.750000 Penalty: 4714.454590
	Iteration 5Q: 3 clusters Score -2803269 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2803609.250000 Penalty: 4714.454590
	Iteration 6Q: 3 clusters Score -2803609 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2804017.500000 Penalty: 4714.454590
	Iteration 7F: 3 clusters Score -2804018 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2804450.500000 Penalty: 4714.454590
	Iteration 8F: 3 clusters Score -2804450 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2804899.500000 Penalty: 4714.454590
	Iteration 9Q: 3 clusters Score -2804900 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2805327.750000 Penalty: 4714.454590
	Iteration 10Q: 3 clusters Score -2805328 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2805695.500000 Penalty: 4714.454590
	Iteration 11Q: 3 clusters Score -2805696 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2806031.500000 Penalty: 4714.454590
	Iteration 12Q: 3 clusters Score -2806032 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2806320.750000 Penalty: 4714.454590
	Iteration 13Q: 3 clusters Score -2806321 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2806562.500000 Penalty: 4714.454590
	Iteration 14Q: 3 clusters Score -2806562 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2806721.250000 Penalty: 4714.454590
	Iteration 15Q: 3 clusters Score -2806721 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2806844.750000 Penalty: 4714.454590
	Iteration 16Q: 3 clusters Score -2806845 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2806930.000000 Penalty: 4714.454590
	Iteration 17Q: 3 clusters Score -2806930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2806994.250000 Penalty: 4714.454590
	Iteration 18Q: 3 clusters Score -2806994 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2807060.250000 Penalty: 4714.454590
	Iteration 19Q: 3 clusters Score -2807060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2807093.250000 Penalty: 4714.454590
	Iteration 20F: 3 clusters Score -2807093 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2807124.750000 Penalty: 4714.454590
	Iteration 21Q: 3 clusters Score -2807125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2807139.500000 Penalty: 4714.454590
	Iteration 22Q: 3 clusters Score -2807140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2807150.500000 Penalty: 4714.454590
	Iteration 23Q: 3 clusters Score -2807150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2807152.500000 Penalty: 4714.454590
	Iteration 24Q: 3 clusters Score -2807152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2807157.750000 Penalty: 4714.454590
	Iteration 25Q: 3 clusters Score -2807158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2807163.250000 Penalty: 4714.454590
	Iteration 26Q: 3 clusters Score -2807163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2807164.500000 Penalty: 4714.454590
	Iteration 27Q: 3 clusters Score -2807164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2807170.000000 Penalty: 4714.454590
	Iteration 28Q: 3 clusters Score -2807170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2807165.500000 Penalty: 4714.454590
	Iteration 29Q: 3 clusters Score -2807166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2807170.000000 Penalty: 4714.454590
	Iteration 30Q: 3 clusters Score -2807170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2807165.750000 Penalty: 4714.454590
	Iteration 31Q: 3 clusters Score -2807166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2807163.750000 Penalty: 4714.454590
	Iteration 32Q: 3 clusters Score -2807164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2807166.000000 Penalty: 4714.454590
	Iteration 33Q: 3 clusters Score -2807166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2807164.500000 Penalty: 4714.454590
	Iteration 34Q: 3 clusters Score -2807164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2807169.500000 Penalty: 4714.454590
	Iteration 35Q: 3 clusters Score -2807170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2807168.250000 Penalty: 4714.454590
	Iteration 36Q: 3 clusters Score -2807168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2807168.250000 Penalty: 4714.454590
	Iteration 37F: 3 clusters Score -2807168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Entering Unmasked Estep 
Score: -1306132.750000 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -1306133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1300547.875000 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -1300548 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1302110.250000 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -1302110 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1302424.250000 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -1302424 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1302666.125000 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -1302666 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1302961.125000 Penalty: 4367.019531
	Iteration 4F: 3 clusters Score -1302961 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1303294.750000 Penalty: 4367.019531
	Iteration 5F: 3 clusters Score -1303295 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1303633.000000 Penalty: 4367.019531
	Iteration 6F: 3 clusters Score -1303633 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1303900.000000 Penalty: 4367.019531
	Iteration 7F: 3 clusters Score -1303900 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1304087.500000 Penalty: 4367.019531
	Iteration 8Q: 3 clusters Score -1304088 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1304209.375000 Penalty: 4367.019531
	Iteration 9Q: 3 clusters Score -1304209 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1304291.375000 Penalty: 4367.019531
	Iteration 10Q: 3 clusters Score -1304291 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1304340.375000 Penalty: 4367.019531
	Iteration 11Q: 3 clusters Score -1304340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1304376.625000 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -1304377 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1304406.125000 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -1304406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1304435.750000 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -1304436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1304444.000000 Penalty: 4367.019531
	Iteration 15Q: 3 clusters Score -1304444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1304460.000000 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -1304460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1304465.750000 Penalty: 4367.019531
	Iteration 17Q: 3 clusters Score -1304466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1304474.500000 Penalty: 4367.019531
	Iteration 18Q: 3 clusters Score -1304474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1304477.375000 Penalty: 4367.019531
	Iteration 19Q: 3 clusters Score -1304477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1304481.125000 Penalty: 4367.019531
	Iteration 20F: 3 clusters Score -1304481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1304490.625000 Penalty: 4367.019531
	Iteration 21Q: 3 clusters Score -1304491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1304489.500000 Penalty: 4367.019531
	Iteration 22Q: 3 clusters Score -1304490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1304495.750000 Penalty: 4367.019531
	Iteration 23Q: 3 clusters Score -1304496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1304497.750000 Penalty: 4367.019531
	Iteration 24Q: 3 clusters Score -1304498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1304502.875000 Penalty: 4367.019531
	Iteration 25Q: 3 clusters Score -1304503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1304509.125000 Penalty: 4367.019531
	Iteration 26Q: 3 clusters Score -1304509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1304510.625000 Penalty: 4367.019531
	Iteration 27Q: 3 clusters Score -1304511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1304511.625000 Penalty: 4367.019531
	Iteration 28Q: 3 clusters Score -1304512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1304514.125000 Penalty: 4367.019531
	Iteration 29Q: 3 clusters Score -1304514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1304518.375000 Penalty: 4367.019531
	Iteration 30Q: 3 clusters Score -1304518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1304524.625000 Penalty: 4367.019531
	Iteration 31Q: 3 clusters Score -1304525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1304530.875000 Penalty: 4367.019531
	Iteration 32Q: 3 clusters Score -1304531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1304536.125000 Penalty: 4367.019531
	Iteration 33Q: 3 clusters Score -1304536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1304541.125000 Penalty: 4367.019531
	Iteration 34Q: 3 clusters Score -1304541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1304542.000000 Penalty: 4367.019531
	Iteration 35Q: 3 clusters Score -1304542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1304546.250000 Penalty: 4367.019531
	Iteration 36Q: 3 clusters Score -1304546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1304551.625000 Penalty: 4367.019531
	Iteration 37Q: 3 clusters Score -1304552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1304560.375000 Penalty: 4367.019531
	Iteration 38Q: 3 clusters Score -1304560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1304563.125000 Penalty: 4367.019531
	Iteration 39Q: 3 clusters Score -1304563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1304562.375000 Penalty: 4367.019531
	Iteration 40F: 3 clusters Score -1304562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1304565.000000 Penalty: 4367.019531
	Iteration 41Q: 3 clusters Score -1304565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1304563.500000 Penalty: 4367.019531
	Iteration 42Q: 3 clusters Score -1304564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1304570.875000 Penalty: 4367.019531
	Iteration 43Q: 3 clusters Score -1304571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1304571.375000 Penalty: 4367.019531
	Iteration 44Q: 3 clusters Score -1304571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1304577.375000 Penalty: 4367.019531
	Iteration 45Q: 3 clusters Score -1304577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1304576.500000 Penalty: 4367.019531
	Iteration 46Q: 3 clusters Score -1304576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1304579.875000 Penalty: 4367.019531
	Iteration 47Q: 3 clusters Score -1304580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1304578.750000 Penalty: 4367.019531
	Iteration 48Q: 3 clusters Score -1304579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1304580.625000 Penalty: 4367.019531
	Iteration 49Q: 3 clusters Score -1304581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1304582.875000 Penalty: 4367.019531
	Iteration 50Q: 3 clusters Score -1304583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1304583.000000 Penalty: 4367.019531
	Iteration 51Q: 3 clusters Score -1304583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1304584.125000 Penalty: 4367.019531
	Iteration 52Q: 3 clusters Score -1304584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1304581.750000 Penalty: 4367.019531
	Iteration 53Q: 3 clusters Score -1304582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1304583.750000 Penalty: 4367.019531
	Iteration 54Q: 3 clusters Score -1304584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1304582.500000 Penalty: 4367.019531
	Iteration 55Q: 3 clusters Score -1304582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1304585.000000 Penalty: 4367.019531
	Iteration 56Q: 3 clusters Score -1304585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1304585.000000 Penalty: 4367.019531
	Iteration 57F: 3 clusters Score -1304585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (42695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Entering Unmasked Estep 
Score: -8304748.500000 Penalty: 2644.135498
	Iteration 0F: 2 clusters Score -8304748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -8281300.000000 Penalty: 5288.270996
	Iteration 0F: 3 clusters Score -8281300 nChanged 19634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -8292010.500000 Penalty: 5288.270996
	Iteration 1F: 3 clusters Score -8292010 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -8292499.500000 Penalty: 5288.270996
	Iteration 2Q: 3 clusters Score -8292500 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -8293024.000000 Penalty: 5288.270996
	Iteration 3Q: 3 clusters Score -8293024 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -8293575.500000 Penalty: 5288.270996
	Iteration 4Q: 3 clusters Score -8293576 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8294087.500000 Penalty: 5288.270996
	Iteration 5Q: 3 clusters Score -8294088 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -8294803.500000 Penalty: 5288.270996
	Iteration 6Q: 3 clusters Score -8294804 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -8295881.000000 Penalty: 5288.270996
	Iteration 7F: 3 clusters Score -8295881 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -8296839.000000 Penalty: 5288.270996
	Iteration 8F: 3 clusters Score -8296839 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -8298020.500000 Penalty: 5288.270996
	Iteration 9F: 3 clusters Score -8298020 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -8299001.500000 Penalty: 5288.270996
	Iteration 10F: 3 clusters Score -8299002 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -8299886.000000 Penalty: 5288.270996
	Iteration 11Q: 3 clusters Score -8299886 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -8300488.500000 Penalty: 5288.270996
	Iteration 12Q: 3 clusters Score -8300488 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -8300922.500000 Penalty: 5288.270996
	Iteration 13Q: 3 clusters Score -8300922 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -8301203.000000 Penalty: 5288.270996
	Iteration 14Q: 3 clusters Score -8301203 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -8301408.000000 Penalty: 5288.270996
	Iteration 15Q: 3 clusters Score -8301408 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8301590.500000 Penalty: 5288.270996
	Iteration 16Q: 3 clusters Score -8301590 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -8301706.000000 Penalty: 5288.270996
	Iteration 17Q: 3 clusters Score -8301706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -8301902.000000 Penalty: 5288.270996
	Iteration 18Q: 3 clusters Score -8301902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8301962.500000 Penalty: 5288.270996
	Iteration 19Q: 3 clusters Score -8301962 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8302039.500000 Penalty: 5288.270996
	Iteration 20F: 3 clusters Score -8302040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8302120.500000 Penalty: 5288.270996
	Iteration 21Q: 3 clusters Score -8302120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -8302162.000000 Penalty: 5288.270996
	Iteration 22Q: 3 clusters Score -8302162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -8302193.000000 Penalty: 5288.270996
	Iteration 23Q: 3 clusters Score -8302193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -8302212.500000 Penalty: 5288.270996
	Iteration 24Q: 3 clusters Score -8302212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -8302253.500000 Penalty: 5288.270996
	Iteration 25Q: 3 clusters Score -8302254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -8302277.500000 Penalty: 5288.270996
	Iteration 26Q: 3 clusters Score -8302278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8302285.500000 Penalty: 5288.270996
	Iteration 27Q: 3 clusters Score -8302286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -8302297.500000 Penalty: 5288.270996
	Iteration 28Q: 3 clusters Score -8302298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8302314.500000 Penalty: 5288.270996
	Iteration 29Q: 3 clusters Score -8302314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -8302321.000000 Penalty: 5288.270996
	Iteration 30Q: 3 clusters Score -8302321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8302329.000000 Penalty: 5288.270996
	Iteration 31Q: 3 clusters Score -8302329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -8302336.000000 Penalty: 5288.270996
	Iteration 32Q: 3 clusters Score -8302336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8302371.000000 Penalty: 5288.270996
	Iteration 33Q: 3 clusters Score -8302371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8302385.000000 Penalty: 5288.270996
	Iteration 34Q: 3 clusters Score -8302385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -8302386.500000 Penalty: 5288.270996
	Iteration 35Q: 3 clusters Score -8302386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -8302378.000000 Penalty: 5288.270996
	Iteration 36Q: 3 clusters Score -8302378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -8302376.000000 Penalty: 5288.270996
	Iteration 37Q: 3 clusters Score -8302376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -8302380.500000 Penalty: 5288.270996
	Iteration 38Q: 3 clusters Score -8302380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -8302380.500000 Penalty: 5288.270996
	Iteration 39F: 3 clusters Score -8302380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -175992.562500 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -175992.6 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 536 members 
Entering Unmasked Estep 
Score: -174084.281250 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -174084.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -174568.765625 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -174568.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -174931.156250 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -174931.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -175312.406250 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -175312.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -175761.578125 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -175761.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -176170.937500 Penalty: 3461.656006
	Iteration 5F: 3 clusters Score -176170.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -176404.750000 Penalty: 3461.656006
	Iteration 6F: 3 clusters Score -176404.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -176460.781250 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -176460.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -176473.843750 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -176473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -176489.968750 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -176490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -176502.218750 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -176502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -176502.703125 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -176502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -176503.078125 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -176503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -176503.078125 Penalty: 3461.656006
	Iteration 13F: 3 clusters Score -176503.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 41203 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35803 members 
Mstep: Class 35 contains 34878 members 
Mstep: Class 36 contains 37559 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44459 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11069 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42695 members 
Mstep: Class 48 contains 531 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4316 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14228 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 39632 members 
Mstep: Class 61 contains 15728 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16911 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17377 members 
Mstep: Class 67 contains 543 members 
Entering Unmasked Estep 
Score: -161345872.000000 Penalty: 226638.109375
Splitting cluster 48 changes total score from -161347120.000000 to -161345872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (16773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Entering Unmasked Estep 
Score: -3344983.750000 Penalty: 2412.426270
	Iteration 0F: 2 clusters Score -3344984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3333204.250000 Penalty: 4824.852539
	Iteration 0F: 3 clusters Score -3333204 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3337032.750000 Penalty: 4824.852539
	Iteration 1F: 3 clusters Score -3337033 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3337367.250000 Penalty: 4824.852539
	Iteration 2F: 3 clusters Score -3337367 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3337623.500000 Penalty: 4824.852539
	Iteration 3Q: 3 clusters Score -3337624 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3337795.750000 Penalty: 4824.852539
	Iteration 4Q: 3 clusters Score -3337796 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3337953.500000 Penalty: 4824.852539
	Iteration 5Q: 3 clusters Score -3337954 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3338122.000000 Penalty: 4824.852539
	Iteration 6Q: 3 clusters Score -3338122 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3338266.000000 Penalty: 4824.852539
	Iteration 7Q: 3 clusters Score -3338266 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3338426.250000 Penalty: 4824.852539
	Iteration 8Q: 3 clusters Score -3338426 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3338590.500000 Penalty: 4824.852539
	Iteration 9Q: 3 clusters Score -3338590 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3338756.000000 Penalty: 4824.852539
	Iteration 10Q: 3 clusters Score -3338756 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3338925.500000 Penalty: 4824.852539
	Iteration 11Q: 3 clusters Score -3338926 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3339082.750000 Penalty: 4824.852539
	Iteration 12Q: 3 clusters Score -3339083 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3339310.750000 Penalty: 4824.852539
	Iteration 13Q: 3 clusters Score -3339311 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3339539.750000 Penalty: 4824.852539
	Iteration 14Q: 3 clusters Score -3339540 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3339807.750000 Penalty: 4824.852539
	Iteration 15Q: 3 clusters Score -3339808 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3340123.500000 Penalty: 4824.852539
	Iteration 16Q: 3 clusters Score -3340124 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3340431.000000 Penalty: 4824.852539
	Iteration 17Q: 3 clusters Score -3340431 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3340692.750000 Penalty: 4824.852539
	Iteration 18Q: 3 clusters Score -3340693 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3340879.250000 Penalty: 4824.852539
	Iteration 19Q: 3 clusters Score -3340879 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3341003.250000 Penalty: 4824.852539
	Iteration 20F: 3 clusters Score -3341003 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3341089.750000 Penalty: 4824.852539
	Iteration 21Q: 3 clusters Score -3341090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3341152.000000 Penalty: 4824.852539
	Iteration 22Q: 3 clusters Score -3341152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3341185.000000 Penalty: 4824.852539
	Iteration 23Q: 3 clusters Score -3341185 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3341223.250000 Penalty: 4824.852539
	Iteration 24Q: 3 clusters Score -3341223 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3341242.000000 Penalty: 4824.852539
	Iteration 25Q: 3 clusters Score -3341242 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3341265.500000 Penalty: 4824.852539
	Iteration 26Q: 3 clusters Score -3341266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3341281.000000 Penalty: 4824.852539
	Iteration 27Q: 3 clusters Score -3341281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3341278.000000 Penalty: 4824.852539
	Iteration 28Q: 3 clusters Score -3341278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3341285.000000 Penalty: 4824.852539
	Iteration 29Q: 3 clusters Score -3341285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3341309.250000 Penalty: 4824.852539
	Iteration 30Q: 3 clusters Score -3341309 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3341311.750000 Penalty: 4824.852539
	Iteration 31Q: 3 clusters Score -3341312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3341332.750000 Penalty: 4824.852539
	Iteration 32Q: 3 clusters Score -3341333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3341342.500000 Penalty: 4824.852539
	Iteration 33Q: 3 clusters Score -3341342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3341342.000000 Penalty: 4824.852539
	Iteration 34Q: 3 clusters Score -3341342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3341342.000000 Penalty: 4824.852539
	Iteration 35Q: 3 clusters Score -3341342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3341354.000000 Penalty: 4824.852539
	Iteration 36Q: 3 clusters Score -3341354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3341365.250000 Penalty: 4824.852539
	Iteration 37Q: 3 clusters Score -3341365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3341361.000000 Penalty: 4824.852539
	Iteration 38Q: 3 clusters Score -3341361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3341376.250000 Penalty: 4824.852539
	Iteration 39Q: 3 clusters Score -3341376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3341390.250000 Penalty: 4824.852539
	Iteration 40F: 3 clusters Score -3341390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3341395.250000 Penalty: 4824.852539
	Iteration 41Q: 3 clusters Score -3341395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3341406.000000 Penalty: 4824.852539
	Iteration 42Q: 3 clusters Score -3341406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3341420.750000 Penalty: 4824.852539
	Iteration 43Q: 3 clusters Score -3341421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3341417.750000 Penalty: 4824.852539
	Iteration 44Q: 3 clusters Score -3341418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3341427.250000 Penalty: 4824.852539
	Iteration 45Q: 3 clusters Score -3341427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3341433.500000 Penalty: 4824.852539
	Iteration 46Q: 3 clusters Score -3341434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3341440.000000 Penalty: 4824.852539
	Iteration 47Q: 3 clusters Score -3341440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3341457.250000 Penalty: 4824.852539
	Iteration 48Q: 3 clusters Score -3341457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3341478.250000 Penalty: 4824.852539
	Iteration 49Q: 3 clusters Score -3341478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3341484.000000 Penalty: 4824.852539
	Iteration 50Q: 3 clusters Score -3341484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3341494.250000 Penalty: 4824.852539
	Iteration 51Q: 3 clusters Score -3341494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3341503.250000 Penalty: 4824.852539
	Iteration 52Q: 3 clusters Score -3341503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3341512.250000 Penalty: 4824.852539
	Iteration 53Q: 3 clusters Score -3341512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3341526.750000 Penalty: 4824.852539
	Iteration 54Q: 3 clusters Score -3341527 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3341524.750000 Penalty: 4824.852539
	Iteration 55Q: 3 clusters Score -3341525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3341532.750000 Penalty: 4824.852539
	Iteration 56Q: 3 clusters Score -3341533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3341548.250000 Penalty: 4824.852539
	Iteration 57Q: 3 clusters Score -3341548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3341557.750000 Penalty: 4824.852539
	Iteration 58Q: 3 clusters Score -3341558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3341569.750000 Penalty: 4824.852539
	Iteration 59Q: 3 clusters Score -3341570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3341581.000000 Penalty: 4824.852539
	Iteration 60F: 3 clusters Score -3341581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3341596.250000 Penalty: 4824.852539
	Iteration 61Q: 3 clusters Score -3341596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3341615.250000 Penalty: 4824.852539
	Iteration 62Q: 3 clusters Score -3341615 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3341628.250000 Penalty: 4824.852539
	Iteration 63Q: 3 clusters Score -3341628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3341649.500000 Penalty: 4824.852539
	Iteration 64Q: 3 clusters Score -3341650 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3341684.500000 Penalty: 4824.852539
	Iteration 65Q: 3 clusters Score -3341684 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3341700.500000 Penalty: 4824.852539
	Iteration 66Q: 3 clusters Score -3341700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3341751.500000 Penalty: 4824.852539
	Iteration 67Q: 3 clusters Score -3341752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3341783.000000 Penalty: 4824.852539
	Iteration 68Q: 3 clusters Score -3341783 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3341814.250000 Penalty: 4824.852539
	Iteration 69Q: 3 clusters Score -3341814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3341848.500000 Penalty: 4824.852539
	Iteration 70Q: 3 clusters Score -3341848 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3341880.250000 Penalty: 4824.852539
	Iteration 71Q: 3 clusters Score -3341880 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3341910.250000 Penalty: 4824.852539
	Iteration 72Q: 3 clusters Score -3341910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3341949.500000 Penalty: 4824.852539
	Iteration 73Q: 3 clusters Score -3341950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3341991.000000 Penalty: 4824.852539
	Iteration 74Q: 3 clusters Score -3341991 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3342015.500000 Penalty: 4824.852539
	Iteration 75Q: 3 clusters Score -3342016 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3342051.250000 Penalty: 4824.852539
	Iteration 76Q: 3 clusters Score -3342051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3342092.250000 Penalty: 4824.852539
	Iteration 77Q: 3 clusters Score -3342092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3342135.500000 Penalty: 4824.852539
	Iteration 78Q: 3 clusters Score -3342136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3342141.250000 Penalty: 4824.852539
	Iteration 79Q: 3 clusters Score -3342141 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3342166.000000 Penalty: 4824.852539
	Iteration 80F: 3 clusters Score -3342166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3342186.250000 Penalty: 4824.852539
	Iteration 81Q: 3 clusters Score -3342186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3342216.500000 Penalty: 4824.852539
	Iteration 82Q: 3 clusters Score -3342216 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3342245.000000 Penalty: 4824.852539
	Iteration 83Q: 3 clusters Score -3342245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3342281.500000 Penalty: 4824.852539
	Iteration 84Q: 3 clusters Score -3342282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3342309.500000 Penalty: 4824.852539
	Iteration 85Q: 3 clusters Score -3342310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3342346.500000 Penalty: 4824.852539
	Iteration 86Q: 3 clusters Score -3342346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3342369.750000 Penalty: 4824.852539
	Iteration 87Q: 3 clusters Score -3342370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3342397.250000 Penalty: 4824.852539
	Iteration 88Q: 3 clusters Score -3342397 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3342419.250000 Penalty: 4824.852539
	Iteration 89Q: 3 clusters Score -3342419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3342450.000000 Penalty: 4824.852539
	Iteration 90Q: 3 clusters Score -3342450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3342488.000000 Penalty: 4824.852539
	Iteration 91Q: 3 clusters Score -3342488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3342520.500000 Penalty: 4824.852539
	Iteration 92Q: 3 clusters Score -3342520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3342557.000000 Penalty: 4824.852539
	Iteration 93Q: 3 clusters Score -3342557 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3342584.500000 Penalty: 4824.852539
	Iteration 94Q: 3 clusters Score -3342584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3342621.250000 Penalty: 4824.852539
	Iteration 95Q: 3 clusters Score -3342621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3342662.250000 Penalty: 4824.852539
	Iteration 96Q: 3 clusters Score -3342662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3342713.750000 Penalty: 4824.852539
	Iteration 97Q: 3 clusters Score -3342714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3342734.000000 Penalty: 4824.852539
	Iteration 98Q: 3 clusters Score -3342734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3342759.250000 Penalty: 4824.852539
	Iteration 99Q: 3 clusters Score -3342759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3342789.250000 Penalty: 4824.852539
	Iteration 100F: 3 clusters Score -3342789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3342806.250000 Penalty: 4824.852539
	Iteration 101Q: 3 clusters Score -3342806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3342810.750000 Penalty: 4824.852539
	Iteration 102Q: 3 clusters Score -3342811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3342828.000000 Penalty: 4824.852539
	Iteration 103Q: 3 clusters Score -3342828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3342838.000000 Penalty: 4824.852539
	Iteration 104Q: 3 clusters Score -3342838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3342848.750000 Penalty: 4824.852539
	Iteration 105Q: 3 clusters Score -3342849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3342860.500000 Penalty: 4824.852539
	Iteration 106Q: 3 clusters Score -3342860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3342870.250000 Penalty: 4824.852539
	Iteration 107Q: 3 clusters Score -3342870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3342880.250000 Penalty: 4824.852539
	Iteration 108Q: 3 clusters Score -3342880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3342892.750000 Penalty: 4824.852539
	Iteration 109Q: 3 clusters Score -3342893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3342896.500000 Penalty: 4824.852539
	Iteration 110Q: 3 clusters Score -3342896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3342897.500000 Penalty: 4824.852539
	Iteration 111Q: 3 clusters Score -3342898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3342894.750000 Penalty: 4824.852539
	Iteration 112Q: 3 clusters Score -3342895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3342901.000000 Penalty: 4824.852539
	Iteration 113Q: 3 clusters Score -3342901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3342901.750000 Penalty: 4824.852539
	Iteration 114Q: 3 clusters Score -3342902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3342904.750000 Penalty: 4824.852539
	Iteration 115Q: 3 clusters Score -3342905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3342906.250000 Penalty: 4824.852539
	Iteration 116Q: 3 clusters Score -3342906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3342911.750000 Penalty: 4824.852539
	Iteration 117Q: 3 clusters Score -3342912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3342917.250000 Penalty: 4824.852539
	Iteration 118Q: 3 clusters Score -3342917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3342926.500000 Penalty: 4824.852539
	Iteration 119Q: 3 clusters Score -3342926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3342923.500000 Penalty: 4824.852539
	Iteration 120F: 3 clusters Score -3342924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3342924.250000 Penalty: 4824.852539
	Iteration 121Q: 3 clusters Score -3342924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3342921.000000 Penalty: 4824.852539
	Iteration 122Q: 3 clusters Score -3342921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3342921.250000 Penalty: 4824.852539
	Iteration 123Q: 3 clusters Score -3342921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3342921.250000 Penalty: 4824.852539
	Iteration 124F: 3 clusters Score -3342921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20107.302734 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20107.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20365.732422 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20365.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20469.113281 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -20469.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20514.347656 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -20514.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20536.664062 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -20536.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20554.966797 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -20554.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20586.160156 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -20586.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20610.121094 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -20610.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20642.341797 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -20642.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20680.599609 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -20680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20710.068359 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -20710.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20737.009766 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -20737.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20744.925781 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -20744.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20752.148438 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -20752.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20763.873047 Penalty: 2892.613770
	Iteration 14Q: 3 clusters Score -20763.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20779.826172 Penalty: 2892.613770
	Iteration 15Q: 3 clusters Score -20779.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20796.960938 Penalty: 2892.613770
	Iteration 16Q: 3 clusters Score -20796.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20830.376953 Penalty: 2892.613770
	Iteration 17Q: 3 clusters Score -20830.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20846.074219 Penalty: 2892.613770
	Iteration 18Q: 3 clusters Score -20846.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20857.035156 Penalty: 2892.613770
	Iteration 19Q: 3 clusters Score -20857.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20858.033203 Penalty: 2892.613770
	Iteration 20F: 3 clusters Score -20858.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -111558.648438 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -111558.6 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 341 members 
Entering Unmasked Estep 
Score: -109916.976562 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -109917 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -110190.843750 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -110190.8 nChanged 52
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: -110300.156250 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -110300.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110363.648438 Penalty: 3226.126953
	Iteration 3Q: 3 clusters Score -110363.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -110400.328125 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -110400.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -110441.015625 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -110441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -110488.453125 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -110488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110515.109375 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -110515.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110554.632812 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -110554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110586.109375 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -110586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -110619.500000 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -110619.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -110643.234375 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -110643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -110660.289062 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -110660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -110663.546875 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -110663.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -110663.546875 Penalty: 3226.126953
	Iteration 14F: 3 clusters Score -110663.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -116355.851562 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -116355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -114732.328125 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -114732.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -114956.578125 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -114956.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115030.023438 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -115030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115074.296875 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -115074.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -115116.546875 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -115116.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115138.421875 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -115138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115160.742188 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -115160.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -115186.625000 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -115186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115205.609375 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -115205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115210.265625 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -115210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -115210.976562 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -115211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115212.125000 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -115212.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115212.125000 Penalty: 3196.289062
	Iteration 12F: 3 clusters Score -115212.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -831949.625000 Penalty: 2083.028809
	Iteration 0F: 2 clusters Score -831949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -827706.562500 Penalty: 4166.057617
	Iteration 0F: 3 clusters Score -827706.6 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -828808.250000 Penalty: 4166.057617
	Iteration 1F: 3 clusters Score -828808.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -829169.500000 Penalty: 4166.057617
	Iteration 2F: 3 clusters Score -829169.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -829625.625000 Penalty: 4166.057617
	Iteration 3F: 3 clusters Score -829625.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -830200.125000 Penalty: 4166.057617
	Iteration 4F: 3 clusters Score -830200.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -830739.937500 Penalty: 4166.057617
	Iteration 5F: 3 clusters Score -830739.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -831217.500000 Penalty: 4166.057617
	Iteration 6F: 3 clusters Score -831217.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -831575.812500 Penalty: 4166.057617
	Iteration 7F: 3 clusters Score -831575.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -831776.500000 Penalty: 4166.057617
	Iteration 8Q: 3 clusters Score -831776.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -831885.062500 Penalty: 4166.057617
	Iteration 9Q: 3 clusters Score -831885.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -831930.437500 Penalty: 4166.057617
	Iteration 10Q: 3 clusters Score -831930.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -831955.687500 Penalty: 4166.057617
	Iteration 11Q: 3 clusters Score -831955.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -831965.312500 Penalty: 4166.057617
	Iteration 12Q: 3 clusters Score -831965.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -831973.625000 Penalty: 4166.057617
	Iteration 13Q: 3 clusters Score -831973.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -831979.500000 Penalty: 4166.057617
	Iteration 14Q: 3 clusters Score -831979.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -831985.625000 Penalty: 4166.057617
	Iteration 15Q: 3 clusters Score -831985.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -831994.500000 Penalty: 4166.057617
	Iteration 16Q: 3 clusters Score -831994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -832000.812500 Penalty: 4166.057617
	Iteration 17Q: 3 clusters Score -832000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -832007.187500 Penalty: 4166.057617
	Iteration 18Q: 3 clusters Score -832007.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -832013.625000 Penalty: 4166.057617
	Iteration 19Q: 3 clusters Score -832013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -832016.937500 Penalty: 4166.057617
	Iteration 20F: 3 clusters Score -832016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -832017.562500 Penalty: 4166.057617
	Iteration 21Q: 3 clusters Score -832017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -832018.937500 Penalty: 4166.057617
	Iteration 22Q: 3 clusters Score -832018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -832018.937500 Penalty: 4166.057617
	Iteration 23F: 3 clusters Score -832018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 41203 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35803 members 
Mstep: Class 35 contains 34878 members 
Mstep: Class 36 contains 37559 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44459 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11069 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42695 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 1204 members 
Mstep: Class 54 contains 4316 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14228 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 39632 members 
Mstep: Class 61 contains 15728 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16911 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17377 members 
Mstep: Class 67 contains 3240 members 
Entering Unmasked Estep 
Score: -161345664.000000 Penalty: 226638.109375
Splitting cluster 53 changes total score from -161347120.000000 to -161345664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -817429.812500 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -817429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -813331.437500 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -813331.4 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -814274.312500 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -814274.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -814496.750000 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -814496.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -814661.125000 Penalty: 4151.562012
	Iteration 3F: 3 clusters Score -814661.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -814784.687500 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -814784.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -814886.062500 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -814886.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -814983.625000 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -814983.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -815077.125000 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -815077.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -815144.062500 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -815144.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -815212.500000 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -815212.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -815273.625000 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -815273.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -815322.062500 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -815322.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -815361.437500 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -815361.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -815395.750000 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -815395.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -815423.687500 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -815423.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -815457.062500 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -815457.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -815483.250000 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -815483.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -815500.687500 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -815500.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -815514.812500 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -815514.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -815530.000000 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -815530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -815547.125000 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -815547.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -815561.562500 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -815561.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -815579.500000 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -815579.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -815587.062500 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -815587.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -815593.687500 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -815593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -815597.750000 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -815597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -815603.000000 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -815603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -815607.187500 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -815607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -815609.125000 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -815609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -815610.750000 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -815610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -815614.750000 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -815614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -815616.937500 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -815616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -815617.250000 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -815617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -815619.812500 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -815619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -815620.000000 Penalty: 4151.562012
	Iteration 34Q: 3 clusters Score -815620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -815620.437500 Penalty: 4151.562012
	Iteration 35Q: 3 clusters Score -815620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -815620.500000 Penalty: 4151.562012
	Iteration 36Q: 3 clusters Score -815620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -815620.750000 Penalty: 4151.562012
	Iteration 37Q: 3 clusters Score -815620.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -815620.750000 Penalty: 4151.562012
	Iteration 38F: 3 clusters Score -815620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -63844.210938 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -63844.21 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 203 members 
Entering Unmasked Estep 
Score: -62460.218750 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -62460.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -62614.597656 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -62614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -62654.664062 Penalty: 2968.032471
	Iteration 2Q: 3 clusters Score -62654.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62675.707031 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -62675.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62684.621094 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -62684.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62699.496094 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -62699.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62718.234375 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -62718.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62730.621094 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -62730.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62771.558594 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -62771.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -62839.355469 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -62839.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -62948.519531 Penalty: 2968.032471
	Iteration 10F: 3 clusters Score -62948.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -63105.550781 Penalty: 2968.032471
	Iteration 11F: 3 clusters Score -63105.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -63243.308594 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -63243.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -63403.269531 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -63403.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -63507.121094 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -63507.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -63569.679688 Penalty: 2968.032471
	Iteration 15Q: 3 clusters Score -63569.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -63619.542969 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -63619.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -63640.214844 Penalty: 2968.032471
	Iteration 17Q: 3 clusters Score -63640.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -63645.546875 Penalty: 2968.032471
	Iteration 18Q: 3 clusters Score -63645.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -63652.386719 Penalty: 2968.032471
	Iteration 19Q: 3 clusters Score -63652.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -63662.496094 Penalty: 2968.032471
	Iteration 20F: 3 clusters Score -63662.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -63681.851562 Penalty: 2968.032471
	Iteration 21Q: 3 clusters Score -63681.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -63710.718750 Penalty: 2968.032471
	Iteration 22Q: 3 clusters Score -63710.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63738.121094 Penalty: 2968.032471
	Iteration 23Q: 3 clusters Score -63738.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63771.062500 Penalty: 2968.032471
	Iteration 24Q: 3 clusters Score -63771.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -63838.992188 Penalty: 2968.032471
	Iteration 25Q: 3 clusters Score -63838.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -63890.562500 Penalty: 2968.032471
	Iteration 26Q: 3 clusters Score -63890.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63932.199219 Penalty: 2968.032471
	Iteration 27Q: 3 clusters Score -63932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -63972.031250 Penalty: 2968.032471
	Iteration 28Q: 3 clusters Score -63972.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63985.671875 Penalty: 2968.032471
	Iteration 29Q: 3 clusters Score -63985.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63992.535156 Penalty: 2968.032471
	Iteration 30Q: 3 clusters Score -63992.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63992.535156 Penalty: 2968.032471
	Iteration 31F: 3 clusters Score -63992.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 41203 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35803 members 
Mstep: Class 35 contains 34878 members 
Mstep: Class 36 contains 37559 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44459 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11069 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42695 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4316 members 
Mstep: Class 55 contains 202 members 
Mstep: Class 56 contains 14228 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 39632 members 
Mstep: Class 61 contains 15728 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16911 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17377 members 
Mstep: Class 67 contains 195 members 
Entering Unmasked Estep 
Score: -161345296.000000 Penalty: 226638.109375
Splitting cluster 55 changes total score from -161347120.000000 to -161345296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (14228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Entering Unmasked Estep 
Score: -2976808.750000 Penalty: 2371.615967
	Iteration 0F: 2 clusters Score -2976809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2966577.250000 Penalty: 4743.231934
	Iteration 0F: 3 clusters Score -2966577 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2969700.000000 Penalty: 4743.231934
	Iteration 1F: 3 clusters Score -2969700 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2970008.250000 Penalty: 4743.231934
	Iteration 2F: 3 clusters Score -2970008 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2970263.000000 Penalty: 4743.231934
	Iteration 3Q: 3 clusters Score -2970263 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2970448.000000 Penalty: 4743.231934
	Iteration 4Q: 3 clusters Score -2970448 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2970642.250000 Penalty: 4743.231934
	Iteration 5Q: 3 clusters Score -2970642 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2970847.000000 Penalty: 4743.231934
	Iteration 6Q: 3 clusters Score -2970847 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2971065.500000 Penalty: 4743.231934
	Iteration 7Q: 3 clusters Score -2971066 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2971341.250000 Penalty: 4743.231934
	Iteration 8Q: 3 clusters Score -2971341 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2971705.000000 Penalty: 4743.231934
	Iteration 9Q: 3 clusters Score -2971705 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2972163.000000 Penalty: 4743.231934
	Iteration 10Q: 3 clusters Score -2972163 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2972707.250000 Penalty: 4743.231934
	Iteration 11F: 3 clusters Score -2972707 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2973299.750000 Penalty: 4743.231934
	Iteration 12F: 3 clusters Score -2973300 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2973776.750000 Penalty: 4743.231934
	Iteration 13Q: 3 clusters Score -2973777 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2974076.750000 Penalty: 4743.231934
	Iteration 14Q: 3 clusters Score -2974077 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2974290.000000 Penalty: 4743.231934
	Iteration 15Q: 3 clusters Score -2974290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2974416.250000 Penalty: 4743.231934
	Iteration 16Q: 3 clusters Score -2974416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2974534.500000 Penalty: 4743.231934
	Iteration 17Q: 3 clusters Score -2974534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2974597.000000 Penalty: 4743.231934
	Iteration 18Q: 3 clusters Score -2974597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2974643.750000 Penalty: 4743.231934
	Iteration 19Q: 3 clusters Score -2974644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2974681.750000 Penalty: 4743.231934
	Iteration 20F: 3 clusters Score -2974682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2974702.250000 Penalty: 4743.231934
	Iteration 21Q: 3 clusters Score -2974702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2974717.000000 Penalty: 4743.231934
	Iteration 22Q: 3 clusters Score -2974717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2974728.000000 Penalty: 4743.231934
	Iteration 23Q: 3 clusters Score -2974728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2974739.000000 Penalty: 4743.231934
	Iteration 24Q: 3 clusters Score -2974739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2974744.250000 Penalty: 4743.231934
	Iteration 25Q: 3 clusters Score -2974744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2974746.750000 Penalty: 4743.231934
	Iteration 26Q: 3 clusters Score -2974747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2974756.250000 Penalty: 4743.231934
	Iteration 27Q: 3 clusters Score -2974756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2974758.500000 Penalty: 4743.231934
	Iteration 28Q: 3 clusters Score -2974758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2974757.750000 Penalty: 4743.231934
	Iteration 29Q: 3 clusters Score -2974758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2974757.750000 Penalty: 4743.231934
	Iteration 30F: 3 clusters Score -2974758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (15696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Entering Unmasked Estep 
Score: -3291637.750000 Penalty: 2395.968018
	Iteration 0F: 2 clusters Score -3291638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3280695.250000 Penalty: 4791.936035
	Iteration 0F: 3 clusters Score -3280695 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3284217.500000 Penalty: 4791.936035
	Iteration 1F: 3 clusters Score -3284218 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -3284554.000000 Penalty: 4791.936035
	Iteration 2F: 3 clusters Score -3284554 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3284826.250000 Penalty: 4791.936035
	Iteration 3Q: 3 clusters Score -3284826 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3285084.750000 Penalty: 4791.936035
	Iteration 4Q: 3 clusters Score -3285085 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3285309.000000 Penalty: 4791.936035
	Iteration 5Q: 3 clusters Score -3285309 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -3285548.250000 Penalty: 4791.936035
	Iteration 6Q: 3 clusters Score -3285548 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3285809.750000 Penalty: 4791.936035
	Iteration 7Q: 3 clusters Score -3285810 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3286103.000000 Penalty: 4791.936035
	Iteration 8Q: 3 clusters Score -3286103 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3286498.000000 Penalty: 4791.936035
	Iteration 9Q: 3 clusters Score -3286498 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3286924.500000 Penalty: 4791.936035
	Iteration 10Q: 3 clusters Score -3286924 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3287418.250000 Penalty: 4791.936035
	Iteration 11Q: 3 clusters Score -3287418 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3287847.250000 Penalty: 4791.936035
	Iteration 12Q: 3 clusters Score -3287847 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3288397.750000 Penalty: 4791.936035
	Iteration 13Q: 3 clusters Score -3288398 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3288790.000000 Penalty: 4791.936035
	Iteration 14Q: 3 clusters Score -3288790 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3289055.000000 Penalty: 4791.936035
	Iteration 15Q: 3 clusters Score -3289055 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3289221.250000 Penalty: 4791.936035
	Iteration 16Q: 3 clusters Score -3289221 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3289321.250000 Penalty: 4791.936035
	Iteration 17Q: 3 clusters Score -3289321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3289402.000000 Penalty: 4791.936035
	Iteration 18Q: 3 clusters Score -3289402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3289443.000000 Penalty: 4791.936035
	Iteration 19Q: 3 clusters Score -3289443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3289466.250000 Penalty: 4791.936035
	Iteration 20F: 3 clusters Score -3289466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3289498.250000 Penalty: 4791.936035
	Iteration 21Q: 3 clusters Score -3289498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3289530.500000 Penalty: 4791.936035
	Iteration 22Q: 3 clusters Score -3289530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3289550.750000 Penalty: 4791.936035
	Iteration 23Q: 3 clusters Score -3289551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3289566.500000 Penalty: 4791.936035
	Iteration 24Q: 3 clusters Score -3289566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3289583.500000 Penalty: 4791.936035
	Iteration 25Q: 3 clusters Score -3289584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3289589.250000 Penalty: 4791.936035
	Iteration 26Q: 3 clusters Score -3289589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3289596.500000 Penalty: 4791.936035
	Iteration 27Q: 3 clusters Score -3289596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3289605.000000 Penalty: 4791.936035
	Iteration 28Q: 3 clusters Score -3289605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3289605.500000 Penalty: 4791.936035
	Iteration 29Q: 3 clusters Score -3289606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3289609.000000 Penalty: 4791.936035
	Iteration 30Q: 3 clusters Score -3289609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3289609.000000 Penalty: 4791.936035
	Iteration 31F: 3 clusters Score -3289609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -379830.937500 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -379830.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -377162.062500 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -377162.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -377613.968750 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -377614 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -377767.312500 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -377767.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -377869.656250 Penalty: 3773.507568
	Iteration 3F: 3 clusters Score -377869.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -377947.718750 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -377947.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -378001.750000 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -378001.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -378047.406250 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -378047.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -378102.000000 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -378102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -378149.312500 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -378149.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -378196.718750 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -378196.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -378234.843750 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -378234.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -378268.343750 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -378268.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -378303.312500 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -378303.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -378356.093750 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -378356.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -378392.156250 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -378392.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -378412.031250 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -378412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -378430.718750 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -378430.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -378446.406250 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -378446.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -378465.375000 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -378465.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -378475.875000 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -378475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -378482.687500 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -378482.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -378485.906250 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -378485.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -378492.468750 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -378492.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -378495.781250 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -378495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -378502.062500 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -378502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -378509.406250 Penalty: 3773.507568
	Iteration 25Q: 3 clusters Score -378509.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -378518.687500 Penalty: 3773.507568
	Iteration 26Q: 3 clusters Score -378518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -378527.343750 Penalty: 3773.507568
	Iteration 27Q: 3 clusters Score -378527.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -378534.312500 Penalty: 3773.507568
	Iteration 28Q: 3 clusters Score -378534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -378542.187500 Penalty: 3773.507568
	Iteration 29Q: 3 clusters Score -378542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -378547.687500 Penalty: 3773.507568
	Iteration 30Q: 3 clusters Score -378547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -378552.156250 Penalty: 3773.507568
	Iteration 31Q: 3 clusters Score -378552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -378556.031250 Penalty: 3773.507568
	Iteration 32Q: 3 clusters Score -378556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -378560.406250 Penalty: 3773.507568
	Iteration 33Q: 3 clusters Score -378560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -378563.281250 Penalty: 3773.507568
	Iteration 34Q: 3 clusters Score -378563.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -378566.406250 Penalty: 3773.507568
	Iteration 35Q: 3 clusters Score -378566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -378568.031250 Penalty: 3773.507568
	Iteration 36Q: 3 clusters Score -378568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -378570.968750 Penalty: 3773.507568
	Iteration 37Q: 3 clusters Score -378571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -378574.000000 Penalty: 3773.507568
	Iteration 38Q: 3 clusters Score -378574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -378578.281250 Penalty: 3773.507568
	Iteration 39Q: 3 clusters Score -378578.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -378582.281250 Penalty: 3773.507568
	Iteration 40F: 3 clusters Score -378582.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -378584.875000 Penalty: 3773.507568
	Iteration 41Q: 3 clusters Score -378584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -378586.406250 Penalty: 3773.507568
	Iteration 42Q: 3 clusters Score -378586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -378588.906250 Penalty: 3773.507568
	Iteration 43Q: 3 clusters Score -378588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -378589.781250 Penalty: 3773.507568
	Iteration 44Q: 3 clusters Score -378589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -378589.781250 Penalty: 3773.507568
	Iteration 45F: 3 clusters Score -378589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (36772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Entering Unmasked Estep 
Score: -7154164.000000 Penalty: 2607.098145
	Iteration 0F: 2 clusters Score -7154164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7131490.500000 Penalty: 5214.196289
	Iteration 0F: 3 clusters Score -7131490 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -7140759.000000 Penalty: 5214.196289
	Iteration 1F: 3 clusters Score -7140759 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -7141352.000000 Penalty: 5214.196289
	Iteration 2Q: 3 clusters Score -7141352 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -7142014.000000 Penalty: 5214.196289
	Iteration 3Q: 3 clusters Score -7142014 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -7142845.000000 Penalty: 5214.196289
	Iteration 4F: 3 clusters Score -7142845 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -7144062.500000 Penalty: 5214.196289
	Iteration 5F: 3 clusters Score -7144062 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -7145625.500000 Penalty: 5214.196289
	Iteration 6F: 3 clusters Score -7145626 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7147549.000000 Penalty: 5214.196289
	Iteration 7F: 3 clusters Score -7147549 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7149305.000000 Penalty: 5214.196289
	Iteration 8F: 3 clusters Score -7149305 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7150468.000000 Penalty: 5214.196289
	Iteration 9Q: 3 clusters Score -7150468 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7151113.000000 Penalty: 5214.196289
	Iteration 10Q: 3 clusters Score -7151113 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7151491.000000 Penalty: 5214.196289
	Iteration 11Q: 3 clusters Score -7151491 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7151649.000000 Penalty: 5214.196289
	Iteration 12Q: 3 clusters Score -7151649 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7151752.500000 Penalty: 5214.196289
	Iteration 13Q: 3 clusters Score -7151752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7151808.000000 Penalty: 5214.196289
	Iteration 14Q: 3 clusters Score -7151808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7151839.500000 Penalty: 5214.196289
	Iteration 15Q: 3 clusters Score -7151840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7151870.000000 Penalty: 5214.196289
	Iteration 16Q: 3 clusters Score -7151870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7151866.500000 Penalty: 5214.196289
	Iteration 17Q: 3 clusters Score -7151866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7151869.000000 Penalty: 5214.196289
	Iteration 18Q: 3 clusters Score -7151869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7151868.500000 Penalty: 5214.196289
	Iteration 19Q: 3 clusters Score -7151868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7151878.500000 Penalty: 5214.196289
	Iteration 20F: 3 clusters Score -7151878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7151890.000000 Penalty: 5214.196289
	Iteration 21Q: 3 clusters Score -7151890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7151898.000000 Penalty: 5214.196289
	Iteration 22Q: 3 clusters Score -7151898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7151899.000000 Penalty: 5214.196289
	Iteration 23Q: 3 clusters Score -7151899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7151899.000000 Penalty: 5214.196289
	Iteration 24F: 3 clusters Score -7151899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (39632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Entering Unmasked Estep 
Score: -7716431.000000 Penalty: 2625.673096
	Iteration 0F: 2 clusters Score -7716431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -7693580.000000 Penalty: 5251.346191
	Iteration 0F: 3 clusters Score -7693580 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -7703949.000000 Penalty: 5251.346191
	Iteration 1F: 3 clusters Score -7703949 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -7704862.000000 Penalty: 5251.346191
	Iteration 2F: 3 clusters Score -7704862 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -7706013.000000 Penalty: 5251.346191
	Iteration 3F: 3 clusters Score -7706013 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -7707788.000000 Penalty: 5251.346191
	Iteration 4F: 3 clusters Score -7707788 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -7710522.000000 Penalty: 5251.346191
	Iteration 5F: 3 clusters Score -7710522 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -7713322.500000 Penalty: 5251.346191
	Iteration 6F: 3 clusters Score -7713322 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -7715101.000000 Penalty: 5251.346191
	Iteration 7F: 3 clusters Score -7715101 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -7715926.000000 Penalty: 5251.346191
	Iteration 8Q: 3 clusters Score -7715926 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -7716410.500000 Penalty: 5251.346191
	Iteration 9Q: 3 clusters Score -7716410 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -7716689.500000 Penalty: 5251.346191
	Iteration 10Q: 3 clusters Score -7716690 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -7716850.500000 Penalty: 5251.346191
	Iteration 11Q: 3 clusters Score -7716850 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -7716879.000000 Penalty: 5251.346191
	Iteration 12Q: 3 clusters Score -7716879 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -7716975.500000 Penalty: 5251.346191
	Iteration 13Q: 3 clusters Score -7716976 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -7717027.500000 Penalty: 5251.346191
	Iteration 14Q: 3 clusters Score -7717028 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7717019.500000 Penalty: 5251.346191
	Iteration 15Q: 3 clusters Score -7717020 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -7717036.000000 Penalty: 5251.346191
	Iteration 16Q: 3 clusters Score -7717036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -7717027.500000 Penalty: 5251.346191
	Iteration 17Q: 3 clusters Score -7717028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -7717027.500000 Penalty: 5251.346191
	Iteration 18Q: 3 clusters Score -7717028 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -7717034.000000 Penalty: 5251.346191
	Iteration 19Q: 3 clusters Score -7717034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -7716998.500000 Penalty: 5251.346191
	Iteration 20F: 3 clusters Score -7716998 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7716993.000000 Penalty: 5251.346191
	Iteration 21Q: 3 clusters Score -7716993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -7717007.000000 Penalty: 5251.346191
	Iteration 22Q: 3 clusters Score -7717007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -7717013.000000 Penalty: 5251.346191
	Iteration 23Q: 3 clusters Score -7717013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -7717008.000000 Penalty: 5251.346191
	Iteration 24Q: 3 clusters Score -7717008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -7717022.000000 Penalty: 5251.346191
	Iteration 25Q: 3 clusters Score -7717022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -7717028.500000 Penalty: 5251.346191
	Iteration 26Q: 3 clusters Score -7717028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -7717025.500000 Penalty: 5251.346191
	Iteration 27Q: 3 clusters Score -7717026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -7717025.500000 Penalty: 5251.346191
	Iteration 28Q: 3 clusters Score -7717026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -7717029.000000 Penalty: 5251.346191
	Iteration 29Q: 3 clusters Score -7717029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -7717027.500000 Penalty: 5251.346191
	Iteration 30Q: 3 clusters Score -7717028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -7717027.500000 Penalty: 5251.346191
	Iteration 31F: 3 clusters Score -7717028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 41203 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35803 members 
Mstep: Class 35 contains 34878 members 
Mstep: Class 36 contains 37559 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44459 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11069 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42695 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4316 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14228 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 22349 members 
Mstep: Class 61 contains 15728 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16911 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17377 members 
Mstep: Class 67 contains 17283 members 
Entering Unmasked Estep 
Score: -161346688.000000 Penalty: 226638.109375
Splitting cluster 60 changes total score from -161347120.000000 to -161346688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (15728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Entering Unmasked Estep 
Score: -3321384.250000 Penalty: 2396.472900
	Iteration 0F: 2 clusters Score -3321384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3311207.000000 Penalty: 4792.945801
	Iteration 0F: 3 clusters Score -3311207 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3314678.000000 Penalty: 4792.945801
	Iteration 1F: 3 clusters Score -3314678 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3315015.250000 Penalty: 4792.945801
	Iteration 2F: 3 clusters Score -3315015 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3315276.500000 Penalty: 4792.945801
	Iteration 3Q: 3 clusters Score -3315276 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3315485.250000 Penalty: 4792.945801
	Iteration 4Q: 3 clusters Score -3315485 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3315625.000000 Penalty: 4792.945801
	Iteration 5Q: 3 clusters Score -3315625 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3315753.000000 Penalty: 4792.945801
	Iteration 6Q: 3 clusters Score -3315753 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3315881.500000 Penalty: 4792.945801
	Iteration 7Q: 3 clusters Score -3315882 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3316023.000000 Penalty: 4792.945801
	Iteration 8Q: 3 clusters Score -3316023 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3316190.750000 Penalty: 4792.945801
	Iteration 9Q: 3 clusters Score -3316191 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3316416.000000 Penalty: 4792.945801
	Iteration 10Q: 3 clusters Score -3316416 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3316745.500000 Penalty: 4792.945801
	Iteration 11Q: 3 clusters Score -3316746 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3317186.500000 Penalty: 4792.945801
	Iteration 12Q: 3 clusters Score -3317186 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3317703.000000 Penalty: 4792.945801
	Iteration 13Q: 3 clusters Score -3317703 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3318215.500000 Penalty: 4792.945801
	Iteration 14Q: 3 clusters Score -3318216 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3318637.500000 Penalty: 4792.945801
	Iteration 15Q: 3 clusters Score -3318638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3318894.000000 Penalty: 4792.945801
	Iteration 16Q: 3 clusters Score -3318894 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3319074.000000 Penalty: 4792.945801
	Iteration 17Q: 3 clusters Score -3319074 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3319206.750000 Penalty: 4792.945801
	Iteration 18Q: 3 clusters Score -3319207 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3319296.500000 Penalty: 4792.945801
	Iteration 19Q: 3 clusters Score -3319296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3319355.250000 Penalty: 4792.945801
	Iteration 20F: 3 clusters Score -3319355 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3319397.250000 Penalty: 4792.945801
	Iteration 21Q: 3 clusters Score -3319397 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3319444.250000 Penalty: 4792.945801
	Iteration 22Q: 3 clusters Score -3319444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3319475.000000 Penalty: 4792.945801
	Iteration 23Q: 3 clusters Score -3319475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3319496.750000 Penalty: 4792.945801
	Iteration 24Q: 3 clusters Score -3319497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3319523.000000 Penalty: 4792.945801
	Iteration 25Q: 3 clusters Score -3319523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3319547.500000 Penalty: 4792.945801
	Iteration 26Q: 3 clusters Score -3319548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3319548.250000 Penalty: 4792.945801
	Iteration 27Q: 3 clusters Score -3319548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3319551.750000 Penalty: 4792.945801
	Iteration 28Q: 3 clusters Score -3319552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3319561.250000 Penalty: 4792.945801
	Iteration 29Q: 3 clusters Score -3319561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3319564.250000 Penalty: 4792.945801
	Iteration 30Q: 3 clusters Score -3319564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3319567.000000 Penalty: 4792.945801
	Iteration 31Q: 3 clusters Score -3319567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3319568.500000 Penalty: 4792.945801
	Iteration 32Q: 3 clusters Score -3319568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3319569.750000 Penalty: 4792.945801
	Iteration 33Q: 3 clusters Score -3319570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3319571.500000 Penalty: 4792.945801
	Iteration 34Q: 3 clusters Score -3319572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3319571.500000 Penalty: 4792.945801
	Iteration 35Q: 3 clusters Score -3319572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3319571.500000 Penalty: 4792.945801
	Iteration 36F: 3 clusters Score -3319572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -67969.945312 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -67969.95 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 193 members 
Entering Unmasked Estep 
Score: -66579.945312 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -66579.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66732.835938 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -66732.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -66771.398438 Penalty: 2963.009521
	Iteration 2Q: 3 clusters Score -66771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66787.234375 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -66787.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66795.953125 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -66795.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66799.054688 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -66799.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66799.054688 Penalty: 2963.009521
	Iteration 6F: 3 clusters Score -66799.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -86185.976562 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -86185.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84721.953125 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -84721.95 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84990.250000 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -84990.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85079.406250 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -85079.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85165.109375 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -85165.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85222.101562 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -85222.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85248.742188 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -85248.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85288.460938 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -85288.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85322.062500 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -85322.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85363.304688 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -85363.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85395.210938 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -85395.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85423.750000 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -85423.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85435.890625 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -85435.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85451.296875 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -85451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85458.000000 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -85458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85458.968750 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -85458.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85460.257812 Penalty: 3177.812500
	Iteration 15F: 3 clusters Score -85460.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85481.976562 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -85481.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85505.546875 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -85505.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85527.359375 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -85527.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85532.679688 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -85532.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85534.890625 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -85534.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (16911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Entering Unmasked Estep 
Score: -3561007.500000 Penalty: 2414.458496
	Iteration 0F: 2 clusters Score -3561008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3550074.000000 Penalty: 4828.916992
	Iteration 0F: 3 clusters Score -3550074 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3553964.750000 Penalty: 4828.916992
	Iteration 1F: 3 clusters Score -3553965 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3554280.250000 Penalty: 4828.916992
	Iteration 2F: 3 clusters Score -3554280 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3554512.000000 Penalty: 4828.916992
	Iteration 3Q: 3 clusters Score -3554512 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3554695.000000 Penalty: 4828.916992
	Iteration 4Q: 3 clusters Score -3554695 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3554858.500000 Penalty: 4828.916992
	Iteration 5Q: 3 clusters Score -3554858 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3554976.000000 Penalty: 4828.916992
	Iteration 6Q: 3 clusters Score -3554976 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3555088.500000 Penalty: 4828.916992
	Iteration 7Q: 3 clusters Score -3555088 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3555203.250000 Penalty: 4828.916992
	Iteration 8Q: 3 clusters Score -3555203 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3555318.750000 Penalty: 4828.916992
	Iteration 9Q: 3 clusters Score -3555319 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3555463.500000 Penalty: 4828.916992
	Iteration 10Q: 3 clusters Score -3555464 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3555618.750000 Penalty: 4828.916992
	Iteration 11Q: 3 clusters Score -3555619 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3555816.250000 Penalty: 4828.916992
	Iteration 12Q: 3 clusters Score -3555816 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3556096.000000 Penalty: 4828.916992
	Iteration 13Q: 3 clusters Score -3556096 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3556418.000000 Penalty: 4828.916992
	Iteration 14Q: 3 clusters Score -3556418 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3556801.500000 Penalty: 4828.916992
	Iteration 15Q: 3 clusters Score -3556802 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3557265.000000 Penalty: 4828.916992
	Iteration 16Q: 3 clusters Score -3557265 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3557724.750000 Penalty: 4828.916992
	Iteration 17Q: 3 clusters Score -3557725 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3558065.750000 Penalty: 4828.916992
	Iteration 18Q: 3 clusters Score -3558066 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3558342.750000 Penalty: 4828.916992
	Iteration 19Q: 3 clusters Score -3558343 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3558552.750000 Penalty: 4828.916992
	Iteration 20F: 3 clusters Score -3558553 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3558681.500000 Penalty: 4828.916992
	Iteration 21Q: 3 clusters Score -3558682 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3558773.750000 Penalty: 4828.916992
	Iteration 22Q: 3 clusters Score -3558774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3558822.500000 Penalty: 4828.916992
	Iteration 23Q: 3 clusters Score -3558822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3558860.750000 Penalty: 4828.916992
	Iteration 24Q: 3 clusters Score -3558861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3558884.750000 Penalty: 4828.916992
	Iteration 25Q: 3 clusters Score -3558885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3558908.250000 Penalty: 4828.916992
	Iteration 26Q: 3 clusters Score -3558908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3558936.750000 Penalty: 4828.916992
	Iteration 27Q: 3 clusters Score -3558937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3558951.250000 Penalty: 4828.916992
	Iteration 28Q: 3 clusters Score -3558951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3558963.500000 Penalty: 4828.916992
	Iteration 29Q: 3 clusters Score -3558964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3558977.250000 Penalty: 4828.916992
	Iteration 30Q: 3 clusters Score -3558977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3558984.250000 Penalty: 4828.916992
	Iteration 31Q: 3 clusters Score -3558984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3558987.250000 Penalty: 4828.916992
	Iteration 32Q: 3 clusters Score -3558987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3558988.250000 Penalty: 4828.916992
	Iteration 33Q: 3 clusters Score -3558988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3558994.500000 Penalty: 4828.916992
	Iteration 34Q: 3 clusters Score -3558994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3558996.000000 Penalty: 4828.916992
	Iteration 35Q: 3 clusters Score -3558996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3558992.500000 Penalty: 4828.916992
	Iteration 36Q: 3 clusters Score -3558992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3558996.250000 Penalty: 4828.916992
	Iteration 37Q: 3 clusters Score -3558996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3558993.250000 Penalty: 4828.916992
	Iteration 38Q: 3 clusters Score -3558993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3558998.250000 Penalty: 4828.916992
	Iteration 39Q: 3 clusters Score -3558998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3558996.250000 Penalty: 4828.916992
	Iteration 40F: 3 clusters Score -3558996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3558996.750000 Penalty: 4828.916992
	Iteration 41Q: 3 clusters Score -3558997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3558999.500000 Penalty: 4828.916992
	Iteration 42Q: 3 clusters Score -3559000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3559000.500000 Penalty: 4828.916992
	Iteration 43Q: 3 clusters Score -3559000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3558995.750000 Penalty: 4828.916992
	Iteration 44Q: 3 clusters Score -3558996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3558996.750000 Penalty: 4828.916992
	Iteration 45Q: 3 clusters Score -3558997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3558998.500000 Penalty: 4828.916992
	Iteration 46Q: 3 clusters Score -3558998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3558999.750000 Penalty: 4828.916992
	Iteration 47Q: 3 clusters Score -3559000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3558999.750000 Penalty: 4828.916992
	Iteration 48F: 3 clusters Score -3559000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -601872.125000 Penalty: 2000.185913
	Iteration 0F: 2 clusters Score -601872.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -598549.000000 Penalty: 4000.371826
	Iteration 0F: 3 clusters Score -598549 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -599257.437500 Penalty: 4000.371826
	Iteration 1F: 3 clusters Score -599257.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -599443.750000 Penalty: 4000.371826
	Iteration 2F: 3 clusters Score -599443.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -599556.937500 Penalty: 4000.371826
	Iteration 3Q: 3 clusters Score -599556.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -599656.250000 Penalty: 4000.371826
	Iteration 4Q: 3 clusters Score -599656.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -599735.000000 Penalty: 4000.371826
	Iteration 5Q: 3 clusters Score -599735 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -599792.687500 Penalty: 4000.371826
	Iteration 6Q: 3 clusters Score -599792.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -599835.812500 Penalty: 4000.371826
	Iteration 7Q: 3 clusters Score -599835.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -599875.437500 Penalty: 4000.371826
	Iteration 8Q: 3 clusters Score -599875.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -599907.812500 Penalty: 4000.371826
	Iteration 9Q: 3 clusters Score -599907.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -599932.437500 Penalty: 4000.371826
	Iteration 10Q: 3 clusters Score -599932.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -599951.687500 Penalty: 4000.371826
	Iteration 11Q: 3 clusters Score -599951.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -599963.687500 Penalty: 4000.371826
	Iteration 12Q: 3 clusters Score -599963.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -599976.062500 Penalty: 4000.371826
	Iteration 13Q: 3 clusters Score -599976.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -599987.000000 Penalty: 4000.371826
	Iteration 14Q: 3 clusters Score -599987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -599999.625000 Penalty: 4000.371826
	Iteration 15Q: 3 clusters Score -599999.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -600010.125000 Penalty: 4000.371826
	Iteration 16Q: 3 clusters Score -600010.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -600017.812500 Penalty: 4000.371826
	Iteration 17Q: 3 clusters Score -600017.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -600025.562500 Penalty: 4000.371826
	Iteration 18Q: 3 clusters Score -600025.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -600030.812500 Penalty: 4000.371826
	Iteration 19Q: 3 clusters Score -600030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -600032.625000 Penalty: 4000.371826
	Iteration 20F: 3 clusters Score -600032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -600034.625000 Penalty: 4000.371826
	Iteration 21Q: 3 clusters Score -600034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -600037.812500 Penalty: 4000.371826
	Iteration 22Q: 3 clusters Score -600037.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -600041.750000 Penalty: 4000.371826
	Iteration 23Q: 3 clusters Score -600041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -600045.000000 Penalty: 4000.371826
	Iteration 24Q: 3 clusters Score -600045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -600051.875000 Penalty: 4000.371826
	Iteration 25Q: 3 clusters Score -600051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -600056.125000 Penalty: 4000.371826
	Iteration 26Q: 3 clusters Score -600056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -600057.750000 Penalty: 4000.371826
	Iteration 27Q: 3 clusters Score -600057.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -600061.562500 Penalty: 4000.371826
	Iteration 28Q: 3 clusters Score -600061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -600064.062500 Penalty: 4000.371826
	Iteration 29Q: 3 clusters Score -600064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -600068.875000 Penalty: 4000.371826
	Iteration 30Q: 3 clusters Score -600068.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -600073.812500 Penalty: 4000.371826
	Iteration 31Q: 3 clusters Score -600073.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -600079.562500 Penalty: 4000.371826
	Iteration 32Q: 3 clusters Score -600079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -600084.750000 Penalty: 4000.371826
	Iteration 33Q: 3 clusters Score -600084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -600088.625000 Penalty: 4000.371826
	Iteration 34Q: 3 clusters Score -600088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -600090.625000 Penalty: 4000.371826
	Iteration 35Q: 3 clusters Score -600090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -600092.875000 Penalty: 4000.371826
	Iteration 36Q: 3 clusters Score -600092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -600094.750000 Penalty: 4000.371826
	Iteration 37Q: 3 clusters Score -600094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -600098.437500 Penalty: 4000.371826
	Iteration 38Q: 3 clusters Score -600098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -600102.875000 Penalty: 4000.371826
	Iteration 39Q: 3 clusters Score -600102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -600106.062500 Penalty: 4000.371826
	Iteration 40F: 3 clusters Score -600106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -600111.000000 Penalty: 4000.371826
	Iteration 41Q: 3 clusters Score -600111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -600115.937500 Penalty: 4000.371826
	Iteration 42Q: 3 clusters Score -600115.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -600126.312500 Penalty: 4000.371826
	Iteration 43Q: 3 clusters Score -600126.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -600132.500000 Penalty: 4000.371826
	Iteration 44Q: 3 clusters Score -600132.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -600139.750000 Penalty: 4000.371826
	Iteration 45Q: 3 clusters Score -600139.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -600144.437500 Penalty: 4000.371826
	Iteration 46Q: 3 clusters Score -600144.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -600149.812500 Penalty: 4000.371826
	Iteration 47Q: 3 clusters Score -600149.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -600156.187500 Penalty: 4000.371826
	Iteration 48Q: 3 clusters Score -600156.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -600161.812500 Penalty: 4000.371826
	Iteration 49Q: 3 clusters Score -600161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -600165.937500 Penalty: 4000.371826
	Iteration 50Q: 3 clusters Score -600165.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -600171.375000 Penalty: 4000.371826
	Iteration 51Q: 3 clusters Score -600171.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -600176.562500 Penalty: 4000.371826
	Iteration 52Q: 3 clusters Score -600176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -600178.750000 Penalty: 4000.371826
	Iteration 53Q: 3 clusters Score -600178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -600180.687500 Penalty: 4000.371826
	Iteration 54Q: 3 clusters Score -600180.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -600185.062500 Penalty: 4000.371826
	Iteration 55Q: 3 clusters Score -600185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -600190.625000 Penalty: 4000.371826
	Iteration 56Q: 3 clusters Score -600190.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -600194.062500 Penalty: 4000.371826
	Iteration 57Q: 3 clusters Score -600194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -600199.437500 Penalty: 4000.371826
	Iteration 58Q: 3 clusters Score -600199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -600202.125000 Penalty: 4000.371826
	Iteration 59Q: 3 clusters Score -600202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -600203.375000 Penalty: 4000.371826
	Iteration 60F: 3 clusters Score -600203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -600203.500000 Penalty: 4000.371826
	Iteration 61Q: 3 clusters Score -600203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -600204.437500 Penalty: 4000.371826
	Iteration 62Q: 3 clusters Score -600204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -600204.937500 Penalty: 4000.371826
	Iteration 63Q: 3 clusters Score -600204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -600206.062500 Penalty: 4000.371826
	Iteration 64Q: 3 clusters Score -600206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -600206.000000 Penalty: 4000.371826
	Iteration 65Q: 3 clusters Score -600206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -600206.000000 Penalty: 4000.371826
	Iteration 66F: 3 clusters Score -600206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (17377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Entering Unmasked Estep 
Score: -3676516.250000 Penalty: 2421.199951
	Iteration 0F: 2 clusters Score -3676516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3666282.750000 Penalty: 4842.399902
	Iteration 0F: 3 clusters Score -3666283 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3670400.750000 Penalty: 4842.399902
	Iteration 1F: 3 clusters Score -3670401 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3670889.000000 Penalty: 4842.399902
	Iteration 2F: 3 clusters Score -3670889 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3671354.250000 Penalty: 4842.399902
	Iteration 3F: 3 clusters Score -3671354 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3671809.250000 Penalty: 4842.399902
	Iteration 4F: 3 clusters Score -3671809 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3672292.750000 Penalty: 4842.399902
	Iteration 5F: 3 clusters Score -3672293 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3672887.250000 Penalty: 4842.399902
	Iteration 6F: 3 clusters Score -3672887 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3673401.000000 Penalty: 4842.399902
	Iteration 7F: 3 clusters Score -3673401 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3673755.750000 Penalty: 4842.399902
	Iteration 8F: 3 clusters Score -3673756 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3674011.000000 Penalty: 4842.399902
	Iteration 9Q: 3 clusters Score -3674011 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3674185.750000 Penalty: 4842.399902
	Iteration 10Q: 3 clusters Score -3674186 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3674257.250000 Penalty: 4842.399902
	Iteration 11Q: 3 clusters Score -3674257 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3674343.750000 Penalty: 4842.399902
	Iteration 12Q: 3 clusters Score -3674344 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3674389.000000 Penalty: 4842.399902
	Iteration 13Q: 3 clusters Score -3674389 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3674482.250000 Penalty: 4842.399902
	Iteration 14Q: 3 clusters Score -3674482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3674509.000000 Penalty: 4842.399902
	Iteration 15Q: 3 clusters Score -3674509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3674519.750000 Penalty: 4842.399902
	Iteration 16Q: 3 clusters Score -3674520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3674537.750000 Penalty: 4842.399902
	Iteration 17Q: 3 clusters Score -3674538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3674561.250000 Penalty: 4842.399902
	Iteration 18Q: 3 clusters Score -3674561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3674569.250000 Penalty: 4842.399902
	Iteration 19Q: 3 clusters Score -3674569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3674565.000000 Penalty: 4842.399902
	Iteration 20F: 3 clusters Score -3674565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3674572.500000 Penalty: 4842.399902
	Iteration 21Q: 3 clusters Score -3674572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3674578.750000 Penalty: 4842.399902
	Iteration 22Q: 3 clusters Score -3674579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3674593.750000 Penalty: 4842.399902
	Iteration 23Q: 3 clusters Score -3674594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3674591.250000 Penalty: 4842.399902
	Iteration 24Q: 3 clusters Score -3674591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3674596.500000 Penalty: 4842.399902
	Iteration 25Q: 3 clusters Score -3674596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3674602.500000 Penalty: 4842.399902
	Iteration 26Q: 3 clusters Score -3674602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3674602.000000 Penalty: 4842.399902
	Iteration 27Q: 3 clusters Score -3674602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3674601.750000 Penalty: 4842.399902
	Iteration 28Q: 3 clusters Score -3674602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3674605.500000 Penalty: 4842.399902
	Iteration 29Q: 3 clusters Score -3674606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3674610.750000 Penalty: 4842.399902
	Iteration 30Q: 3 clusters Score -3674611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3674613.250000 Penalty: 4842.399902
	Iteration 31Q: 3 clusters Score -3674613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3674627.250000 Penalty: 4842.399902
	Iteration 32Q: 3 clusters Score -3674627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3674635.750000 Penalty: 4842.399902
	Iteration 33Q: 3 clusters Score -3674636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3674646.000000 Penalty: 4842.399902
	Iteration 34Q: 3 clusters Score -3674646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3674652.250000 Penalty: 4842.399902
	Iteration 35Q: 3 clusters Score -3674652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3674651.000000 Penalty: 4842.399902
	Iteration 36Q: 3 clusters Score -3674651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3674651.250000 Penalty: 4842.399902
	Iteration 37Q: 3 clusters Score -3674651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3674651.250000 Penalty: 4842.399902
	Iteration 38F: 3 clusters Score -3674651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 24408 members 
Mstep: Class 16 contains 17639 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 41203 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35803 members 
Mstep: Class 35 contains 34878 members 
Mstep: Class 36 contains 37559 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44459 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11069 members 
Mstep: Class 45 contains 13426 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42695 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4316 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14228 members 
Mstep: Class 57 contains 15696 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36772 members 
Mstep: Class 60 contains 39632 members 
Mstep: Class 61 contains 15728 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16911 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347104.000000 Penalty: 223255.453125
Iteration 359Q: 67 clusters Score -1.613471e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37545 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4967 members 
Mstep: Class 10 contains 31652 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27626 members 
Mstep: Class 14 contains 55701 members 
Mstep: Class 15 contains 24537 members 
Mstep: Class 16 contains 17693 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25710 members 
Mstep: Class 19 contains 41201 members 
Mstep: Class 20 contains 31187 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15441 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10797 members 
Mstep: Class 28 contains 28615 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12285 members 
Mstep: Class 32 contains 17203 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 35799 members 
Mstep: Class 35 contains 34871 members 
Mstep: Class 36 contains 37556 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44481 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11074 members 
Mstep: Class 45 contains 13432 members 
Mstep: Class 46 contains 6666 members 
Mstep: Class 47 contains 42703 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16776 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 629 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4312 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14226 members 
Mstep: Class 57 contains 15686 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36771 members 
Mstep: Class 60 contains 39636 members 
Mstep: Class 61 contains 15726 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16902 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 17345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347472.000000 Penalty: 223255.453125
Iteration 360F: 67 clusters Score -1.613475e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 37558 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4964 members 
Mstep: Class 10 contains 31650 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27631 members 
Mstep: Class 14 contains 55694 members 
Mstep: Class 15 contains 24657 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 7259 members 
Mstep: Class 18 contains 25714 members 
Mstep: Class 19 contains 41214 members 
Mstep: Class 20 contains 31186 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15442 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10670 members 
Mstep: Class 28 contains 28621 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12272 members 
Mstep: Class 32 contains 17191 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 35790 members 
Mstep: Class 35 contains 34872 members 
Mstep: Class 36 contains 37552 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44524 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11071 members 
Mstep: Class 45 contains 13434 members 
Mstep: Class 46 contains 6665 members 
Mstep: Class 47 contains 42701 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16784 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4308 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14220 members 
Mstep: Class 57 contains 15677 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36765 members 
Mstep: Class 60 contains 39635 members 
Mstep: Class 61 contains 15730 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16884 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 17306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347168.000000 Penalty: 223255.453125
Iteration 361Q: 67 clusters Score -1.613472e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37572 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4963 members 
Mstep: Class 10 contains 31647 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 55693 members 
Mstep: Class 15 contains 24786 members 
Mstep: Class 16 contains 17762 members 
Mstep: Class 17 contains 7260 members 
Mstep: Class 18 contains 25716 members 
Mstep: Class 19 contains 41211 members 
Mstep: Class 20 contains 31189 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15452 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10547 members 
Mstep: Class 28 contains 28621 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12256 members 
Mstep: Class 32 contains 17170 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 35781 members 
Mstep: Class 35 contains 34871 members 
Mstep: Class 36 contains 37542 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1194 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44547 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11074 members 
Mstep: Class 45 contains 13441 members 
Mstep: Class 46 contains 6663 members 
Mstep: Class 47 contains 42705 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16800 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4299 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14218 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36770 members 
Mstep: Class 60 contains 39629 members 
Mstep: Class 61 contains 15711 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16868 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 17297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347344.000000 Penalty: 223255.453125
Iteration 362Q: 67 clusters Score -1.613473e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37565 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4962 members 
Mstep: Class 10 contains 31635 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27616 members 
Mstep: Class 14 contains 55689 members 
Mstep: Class 15 contains 24914 members 
Mstep: Class 16 contains 17793 members 
Mstep: Class 17 contains 7260 members 
Mstep: Class 18 contains 25723 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31192 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15460 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10442 members 
Mstep: Class 28 contains 28627 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12228 members 
Mstep: Class 32 contains 17166 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35778 members 
Mstep: Class 35 contains 34873 members 
Mstep: Class 36 contains 37544 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1194 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44575 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11065 members 
Mstep: Class 45 contains 13443 members 
Mstep: Class 46 contains 6662 members 
Mstep: Class 47 contains 42718 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16808 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4293 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14222 members 
Mstep: Class 57 contains 15687 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36769 members 
Mstep: Class 60 contains 39626 members 
Mstep: Class 61 contains 15708 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16865 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 17271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347200.000000 Penalty: 223255.453125
Iteration 363Q: 67 clusters Score -1.613472e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 37559 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 31627 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27604 members 
Mstep: Class 14 contains 55688 members 
Mstep: Class 15 contains 25038 members 
Mstep: Class 16 contains 17821 members 
Mstep: Class 17 contains 7260 members 
Mstep: Class 18 contains 25724 members 
Mstep: Class 19 contains 41202 members 
Mstep: Class 20 contains 31194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15460 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1015 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10326 members 
Mstep: Class 28 contains 28628 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12217 members 
Mstep: Class 32 contains 17163 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35781 members 
Mstep: Class 35 contains 34889 members 
Mstep: Class 36 contains 37541 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1194 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44607 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11058 members 
Mstep: Class 45 contains 13446 members 
Mstep: Class 46 contains 6664 members 
Mstep: Class 47 contains 42709 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16819 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 627 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4287 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14219 members 
Mstep: Class 57 contains 15678 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36774 members 
Mstep: Class 60 contains 39630 members 
Mstep: Class 61 contains 15706 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16844 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 17262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347216.000000 Penalty: 223255.453125
Iteration 364Q: 67 clusters Score -1.613472e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 37562 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 31628 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27598 members 
Mstep: Class 14 contains 55694 members 
Mstep: Class 15 contains 25176 members 
Mstep: Class 16 contains 17862 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 25722 members 
Mstep: Class 19 contains 41196 members 
Mstep: Class 20 contains 31182 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15476 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1015 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10208 members 
Mstep: Class 28 contains 28627 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12202 members 
Mstep: Class 32 contains 17146 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35780 members 
Mstep: Class 35 contains 34891 members 
Mstep: Class 36 contains 37544 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1194 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44633 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11039 members 
Mstep: Class 45 contains 13453 members 
Mstep: Class 46 contains 6666 members 
Mstep: Class 47 contains 42705 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16814 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4282 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14219 members 
Mstep: Class 57 contains 15663 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36790 members 
Mstep: Class 60 contains 39630 members 
Mstep: Class 61 contains 15703 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16828 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 17249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347424.000000 Penalty: 223255.453125
Iteration 365Q: 67 clusters Score -1.613474e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37572 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4948 members 
Mstep: Class 10 contains 31636 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27596 members 
Mstep: Class 14 contains 55692 members 
Mstep: Class 15 contains 25310 members 
Mstep: Class 16 contains 17898 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 25723 members 
Mstep: Class 19 contains 41189 members 
Mstep: Class 20 contains 31168 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15482 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1014 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 10086 members 
Mstep: Class 28 contains 28640 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12190 members 
Mstep: Class 32 contains 17130 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35783 members 
Mstep: Class 35 contains 34884 members 
Mstep: Class 36 contains 37545 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1194 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44643 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11039 members 
Mstep: Class 45 contains 13450 members 
Mstep: Class 46 contains 6667 members 
Mstep: Class 47 contains 42707 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16828 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4268 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14212 members 
Mstep: Class 57 contains 15649 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36798 members 
Mstep: Class 60 contains 39627 members 
Mstep: Class 61 contains 15699 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16824 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 17235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347616.000000 Penalty: 223255.453125
Iteration 366Q: 67 clusters Score -1.613476e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37570 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 31630 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27592 members 
Mstep: Class 14 contains 55691 members 
Mstep: Class 15 contains 25435 members 
Mstep: Class 16 contains 17959 members 
Mstep: Class 17 contains 7262 members 
Mstep: Class 18 contains 25725 members 
Mstep: Class 19 contains 41191 members 
Mstep: Class 20 contains 31170 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15491 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1013 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9962 members 
Mstep: Class 28 contains 28645 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12178 members 
Mstep: Class 32 contains 17092 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35789 members 
Mstep: Class 35 contains 34892 members 
Mstep: Class 36 contains 37561 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44663 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11037 members 
Mstep: Class 45 contains 13448 members 
Mstep: Class 46 contains 6670 members 
Mstep: Class 47 contains 42709 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16834 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4444 members 
Mstep: Class 54 contains 4261 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14204 members 
Mstep: Class 57 contains 15630 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36808 members 
Mstep: Class 60 contains 39610 members 
Mstep: Class 61 contains 15701 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16822 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 17205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347184.000000 Penalty: 223255.453125
Iteration 367Q: 67 clusters Score -1.613472e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37569 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 31623 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27583 members 
Mstep: Class 14 contains 55700 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 18020 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 25720 members 
Mstep: Class 19 contains 41194 members 
Mstep: Class 20 contains 31169 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15504 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9860 members 
Mstep: Class 28 contains 28658 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12168 members 
Mstep: Class 32 contains 17052 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35795 members 
Mstep: Class 35 contains 34896 members 
Mstep: Class 36 contains 37572 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44664 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11039 members 
Mstep: Class 45 contains 13451 members 
Mstep: Class 46 contains 6672 members 
Mstep: Class 47 contains 42707 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16838 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4253 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14198 members 
Mstep: Class 57 contains 15617 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36812 members 
Mstep: Class 60 contains 39603 members 
Mstep: Class 61 contains 15702 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16818 members 
Mstep: Class 65 contains 3180 members 
Mstep: Class 66 contains 17169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347312.000000 Penalty: 223255.453125
Iteration 368Q: 67 clusters Score -1.613473e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37560 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 31622 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27575 members 
Mstep: Class 14 contains 55702 members 
Mstep: Class 15 contains 25665 members 
Mstep: Class 16 contains 18086 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 25714 members 
Mstep: Class 19 contains 41181 members 
Mstep: Class 20 contains 31167 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15504 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9760 members 
Mstep: Class 28 contains 28669 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12154 members 
Mstep: Class 32 contains 16999 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 35791 members 
Mstep: Class 35 contains 34908 members 
Mstep: Class 36 contains 37580 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44665 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11043 members 
Mstep: Class 45 contains 13465 members 
Mstep: Class 46 contains 6678 members 
Mstep: Class 47 contains 42721 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16851 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 4245 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14196 members 
Mstep: Class 57 contains 15616 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36817 members 
Mstep: Class 60 contains 39593 members 
Mstep: Class 61 contains 15697 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16805 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 17145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347008.000000 Penalty: 223255.453125
Iteration 369Q: 67 clusters Score -1.61347e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37556 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4953 members 
Mstep: Class 10 contains 31620 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27575 members 
Mstep: Class 14 contains 55705 members 
Mstep: Class 15 contains 25755 members 
Mstep: Class 16 contains 18145 members 
Mstep: Class 17 contains 7263 members 
Mstep: Class 18 contains 25714 members 
Mstep: Class 19 contains 41186 members 
Mstep: Class 20 contains 31164 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15509 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9670 members 
Mstep: Class 28 contains 28688 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12145 members 
Mstep: Class 32 contains 16959 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35779 members 
Mstep: Class 35 contains 34910 members 
Mstep: Class 36 contains 37585 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44658 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11043 members 
Mstep: Class 45 contains 13481 members 
Mstep: Class 46 contains 6681 members 
Mstep: Class 47 contains 42724 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16866 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 4235 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14200 members 
Mstep: Class 57 contains 15610 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36824 members 
Mstep: Class 60 contains 39576 members 
Mstep: Class 61 contains 15697 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16793 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 17118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347216.000000 Penalty: 223255.453125
Iteration 370Q: 67 clusters Score -1.613472e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 37554 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 31619 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27580 members 
Mstep: Class 14 contains 55705 members 
Mstep: Class 15 contains 25827 members 
Mstep: Class 16 contains 18191 members 
Mstep: Class 17 contains 7262 members 
Mstep: Class 18 contains 25717 members 
Mstep: Class 19 contains 41191 members 
Mstep: Class 20 contains 31162 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15515 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 28713 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12134 members 
Mstep: Class 32 contains 16926 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35783 members 
Mstep: Class 35 contains 34916 members 
Mstep: Class 36 contains 37582 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44649 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11044 members 
Mstep: Class 45 contains 13493 members 
Mstep: Class 46 contains 6684 members 
Mstep: Class 47 contains 42730 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16888 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 4227 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14193 members 
Mstep: Class 57 contains 15622 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36822 members 
Mstep: Class 60 contains 39563 members 
Mstep: Class 61 contains 15698 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16772 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 17099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347440.000000 Penalty: 223255.453125
Iteration 371Q: 67 clusters Score -1.613474e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37548 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 31620 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27575 members 
Mstep: Class 14 contains 55701 members 
Mstep: Class 15 contains 25888 members 
Mstep: Class 16 contains 18234 members 
Mstep: Class 17 contains 7264 members 
Mstep: Class 18 contains 25720 members 
Mstep: Class 19 contains 41186 members 
Mstep: Class 20 contains 31165 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15528 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9507 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12124 members 
Mstep: Class 32 contains 16877 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 35785 members 
Mstep: Class 35 contains 34900 members 
Mstep: Class 36 contains 37583 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44656 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11042 members 
Mstep: Class 45 contains 13510 members 
Mstep: Class 46 contains 6686 members 
Mstep: Class 47 contains 42748 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16911 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 4214 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14189 members 
Mstep: Class 57 contains 15639 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36828 members 
Mstep: Class 60 contains 39556 members 
Mstep: Class 61 contains 15695 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16758 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 17077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347136.000000 Penalty: 223255.453125
Iteration 372Q: 67 clusters Score -1.613471e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 37534 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 31613 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27575 members 
Mstep: Class 14 contains 55706 members 
Mstep: Class 15 contains 25949 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 7264 members 
Mstep: Class 18 contains 25717 members 
Mstep: Class 19 contains 41184 members 
Mstep: Class 20 contains 31167 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15544 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9429 members 
Mstep: Class 28 contains 28729 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12125 members 
Mstep: Class 32 contains 16853 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35774 members 
Mstep: Class 35 contains 34893 members 
Mstep: Class 36 contains 37588 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44678 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11056 members 
Mstep: Class 45 contains 13517 members 
Mstep: Class 46 contains 6686 members 
Mstep: Class 47 contains 42754 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16923 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4207 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14182 members 
Mstep: Class 57 contains 15651 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36841 members 
Mstep: Class 60 contains 39549 members 
Mstep: Class 61 contains 15703 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16741 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 17045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347024.000000 Penalty: 223255.453125
Iteration 373Q: 67 clusters Score -1.61347e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 37532 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 31604 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27571 members 
Mstep: Class 14 contains 55705 members 
Mstep: Class 15 contains 26014 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 25719 members 
Mstep: Class 19 contains 41177 members 
Mstep: Class 20 contains 31169 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15565 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9361 members 
Mstep: Class 28 contains 28739 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12123 members 
Mstep: Class 32 contains 16837 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35764 members 
Mstep: Class 35 contains 34883 members 
Mstep: Class 36 contains 37603 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44685 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11057 members 
Mstep: Class 45 contains 13525 members 
Mstep: Class 46 contains 6686 members 
Mstep: Class 47 contains 42764 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16938 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4198 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14170 members 
Mstep: Class 57 contains 15665 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36836 members 
Mstep: Class 60 contains 39540 members 
Mstep: Class 61 contains 15715 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16721 members 
Mstep: Class 65 contains 3176 members 
Mstep: Class 66 contains 17011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346848.000000 Penalty: 223255.453125
Iteration 374Q: 67 clusters Score -1.613468e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 37540 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 31596 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27578 members 
Mstep: Class 14 contains 55710 members 
Mstep: Class 15 contains 26086 members 
Mstep: Class 16 contains 18336 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 18 contains 25715 members 
Mstep: Class 19 contains 41192 members 
Mstep: Class 20 contains 31167 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15573 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9296 members 
Mstep: Class 28 contains 28754 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12121 members 
Mstep: Class 32 contains 16820 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35748 members 
Mstep: Class 35 contains 34867 members 
Mstep: Class 36 contains 37610 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44668 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11052 members 
Mstep: Class 45 contains 13537 members 
Mstep: Class 46 contains 6685 members 
Mstep: Class 47 contains 42776 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16946 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4194 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14167 members 
Mstep: Class 57 contains 15665 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36846 members 
Mstep: Class 60 contains 39526 members 
Mstep: Class 61 contains 15721 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16699 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 16991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346832.000000 Penalty: 223255.453125
Iteration 375Q: 67 clusters Score -1.613468e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 37529 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 31587 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27579 members 
Mstep: Class 14 contains 55710 members 
Mstep: Class 15 contains 26153 members 
Mstep: Class 16 contains 18372 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 25707 members 
Mstep: Class 19 contains 41189 members 
Mstep: Class 20 contains 31174 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15576 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9228 members 
Mstep: Class 28 contains 28766 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12125 members 
Mstep: Class 32 contains 16811 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35746 members 
Mstep: Class 35 contains 34836 members 
Mstep: Class 36 contains 37617 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1394 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44672 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11057 members 
Mstep: Class 45 contains 13545 members 
Mstep: Class 46 contains 6683 members 
Mstep: Class 47 contains 42805 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16954 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4192 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14168 members 
Mstep: Class 57 contains 15659 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36858 members 
Mstep: Class 60 contains 39521 members 
Mstep: Class 61 contains 15732 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16671 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 16964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346880.000000 Penalty: 223255.453125
Iteration 376Q: 67 clusters Score -1.613469e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 37521 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 31577 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27582 members 
Mstep: Class 14 contains 55704 members 
Mstep: Class 15 contains 26219 members 
Mstep: Class 16 contains 18400 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 18 contains 25704 members 
Mstep: Class 19 contains 41205 members 
Mstep: Class 20 contains 31183 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15577 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9159 members 
Mstep: Class 28 contains 28776 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12124 members 
Mstep: Class 32 contains 16819 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35743 members 
Mstep: Class 35 contains 34809 members 
Mstep: Class 36 contains 37637 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1395 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44660 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11062 members 
Mstep: Class 45 contains 13550 members 
Mstep: Class 46 contains 6684 members 
Mstep: Class 47 contains 42815 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16973 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4449 members 
Mstep: Class 54 contains 4190 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14171 members 
Mstep: Class 57 contains 15661 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36861 members 
Mstep: Class 60 contains 39504 members 
Mstep: Class 61 contains 15720 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16651 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 16943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346672.000000 Penalty: 223255.453125
Iteration 377Q: 67 clusters Score -1.613467e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37505 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 31574 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27593 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 26308 members 
Mstep: Class 16 contains 18442 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 18 contains 25701 members 
Mstep: Class 19 contains 41197 members 
Mstep: Class 20 contains 31190 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15572 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9082 members 
Mstep: Class 28 contains 28780 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12123 members 
Mstep: Class 32 contains 16824 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35735 members 
Mstep: Class 35 contains 34777 members 
Mstep: Class 36 contains 37650 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44646 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11053 members 
Mstep: Class 45 contains 13551 members 
Mstep: Class 46 contains 6683 members 
Mstep: Class 47 contains 42829 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16978 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4449 members 
Mstep: Class 54 contains 4188 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14187 members 
Mstep: Class 57 contains 15646 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36876 members 
Mstep: Class 60 contains 39510 members 
Mstep: Class 61 contains 15715 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16630 members 
Mstep: Class 65 contains 3176 members 
Mstep: Class 66 contains 16937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346560.000000 Penalty: 223255.453125
Iteration 378Q: 67 clusters Score -1.613466e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 37501 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4946 members 
Mstep: Class 10 contains 31567 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27593 members 
Mstep: Class 14 contains 55705 members 
Mstep: Class 15 contains 26386 members 
Mstep: Class 16 contains 18455 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 41188 members 
Mstep: Class 20 contains 31194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15581 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 9025 members 
Mstep: Class 28 contains 28791 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12117 members 
Mstep: Class 32 contains 16862 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35736 members 
Mstep: Class 35 contains 34749 members 
Mstep: Class 36 contains 37659 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44640 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11042 members 
Mstep: Class 45 contains 13560 members 
Mstep: Class 46 contains 6680 members 
Mstep: Class 47 contains 42853 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16984 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4181 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14203 members 
Mstep: Class 57 contains 15643 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36874 members 
Mstep: Class 60 contains 39497 members 
Mstep: Class 61 contains 15711 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16601 members 
Mstep: Class 65 contains 3176 members 
Mstep: Class 66 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346288.000000 Penalty: 223255.453125
Iteration 379Q: 67 clusters Score -1.613463e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 37480 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4946 members 
Mstep: Class 10 contains 31569 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 26479 members 
Mstep: Class 16 contains 18466 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 41184 members 
Mstep: Class 20 contains 31194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15582 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8966 members 
Mstep: Class 28 contains 28803 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12102 members 
Mstep: Class 32 contains 16877 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35741 members 
Mstep: Class 35 contains 34707 members 
Mstep: Class 36 contains 37677 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44643 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11028 members 
Mstep: Class 45 contains 13567 members 
Mstep: Class 46 contains 6680 members 
Mstep: Class 47 contains 42936 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16988 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4449 members 
Mstep: Class 54 contains 4176 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14217 members 
Mstep: Class 57 contains 15645 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36869 members 
Mstep: Class 60 contains 39448 members 
Mstep: Class 61 contains 15720 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16579 members 
Mstep: Class 65 contains 3176 members 
Mstep: Class 66 contains 16879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346128.000000 Penalty: 223255.453125
Iteration 380F: 67 clusters Score -1.613461e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 37460 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4944 members 
Mstep: Class 10 contains 31566 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27590 members 
Mstep: Class 14 contains 55696 members 
Mstep: Class 15 contains 26549 members 
Mstep: Class 16 contains 18494 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 41154 members 
Mstep: Class 20 contains 31191 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15581 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8915 members 
Mstep: Class 28 contains 28813 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12099 members 
Mstep: Class 32 contains 16862 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 35749 members 
Mstep: Class 35 contains 34655 members 
Mstep: Class 36 contains 37706 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44642 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11031 members 
Mstep: Class 45 contains 13577 members 
Mstep: Class 46 contains 6677 members 
Mstep: Class 47 contains 43016 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16989 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4449 members 
Mstep: Class 54 contains 4170 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14216 members 
Mstep: Class 57 contains 15677 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36869 members 
Mstep: Class 60 contains 39428 members 
Mstep: Class 61 contains 15739 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16548 members 
Mstep: Class 65 contains 3175 members 
Mstep: Class 66 contains 16846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346032.000000 Penalty: 223255.453125
Iteration 381Q: 67 clusters Score -1.61346e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37430 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 31569 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27590 members 
Mstep: Class 14 contains 55692 members 
Mstep: Class 15 contains 26595 members 
Mstep: Class 16 contains 18520 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 41156 members 
Mstep: Class 20 contains 31195 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15571 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8839 members 
Mstep: Class 28 contains 28813 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12102 members 
Mstep: Class 32 contains 16837 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 35768 members 
Mstep: Class 35 contains 34620 members 
Mstep: Class 36 contains 37754 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44641 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11047 members 
Mstep: Class 45 contains 13590 members 
Mstep: Class 46 contains 6676 members 
Mstep: Class 47 contains 43074 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16995 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4168 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14214 members 
Mstep: Class 57 contains 15710 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36861 members 
Mstep: Class 60 contains 39397 members 
Mstep: Class 61 contains 15757 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16524 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346176.000000 Penalty: 223255.453125
Iteration 382Q: 67 clusters Score -1.613462e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37403 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4940 members 
Mstep: Class 10 contains 31575 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27588 members 
Mstep: Class 14 contains 55695 members 
Mstep: Class 15 contains 26653 members 
Mstep: Class 16 contains 18534 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 41170 members 
Mstep: Class 20 contains 31190 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15575 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8780 members 
Mstep: Class 28 contains 28814 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12097 members 
Mstep: Class 32 contains 16842 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35774 members 
Mstep: Class 35 contains 34591 members 
Mstep: Class 36 contains 37779 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44649 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11044 members 
Mstep: Class 45 contains 13596 members 
Mstep: Class 46 contains 6679 members 
Mstep: Class 47 contains 43117 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16985 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4169 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14209 members 
Mstep: Class 57 contains 15742 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36863 members 
Mstep: Class 60 contains 39386 members 
Mstep: Class 61 contains 15772 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16495 members 
Mstep: Class 65 contains 3179 members 
Mstep: Class 66 contains 16754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345872.000000 Penalty: 223255.453125
Iteration 383Q: 67 clusters Score -1.613459e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37368 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4940 members 
Mstep: Class 10 contains 31573 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27583 members 
Mstep: Class 14 contains 55697 members 
Mstep: Class 15 contains 26715 members 
Mstep: Class 16 contains 18521 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 25656 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31189 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15580 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8719 members 
Mstep: Class 28 contains 28822 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12089 members 
Mstep: Class 32 contains 16841 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35782 members 
Mstep: Class 35 contains 34569 members 
Mstep: Class 36 contains 37836 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44650 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11041 members 
Mstep: Class 45 contains 13603 members 
Mstep: Class 46 contains 6681 members 
Mstep: Class 47 contains 43139 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16976 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4166 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14216 members 
Mstep: Class 57 contains 15782 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36869 members 
Mstep: Class 60 contains 39349 members 
Mstep: Class 61 contains 15777 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16471 members 
Mstep: Class 65 contains 3179 members 
Mstep: Class 66 contains 16723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346128.000000 Penalty: 223255.453125
Iteration 384Q: 67 clusters Score -1.613461e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37337 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 31565 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27567 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 26781 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 25652 members 
Mstep: Class 19 contains 41211 members 
Mstep: Class 20 contains 31192 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15592 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8649 members 
Mstep: Class 28 contains 28824 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12088 members 
Mstep: Class 32 contains 16838 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35787 members 
Mstep: Class 35 contains 34559 members 
Mstep: Class 36 contains 37872 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44647 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11042 members 
Mstep: Class 45 contains 13608 members 
Mstep: Class 46 contains 6682 members 
Mstep: Class 47 contains 43182 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16975 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4168 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14229 members 
Mstep: Class 57 contains 15824 members 
Mstep: Class 58 contains 2014 members 
Mstep: Class 59 contains 36875 members 
Mstep: Class 60 contains 39311 members 
Mstep: Class 61 contains 15787 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16448 members 
Mstep: Class 65 contains 3176 members 
Mstep: Class 66 contains 16683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345968.000000 Penalty: 223255.453125
Iteration 385Q: 67 clusters Score -1.61346e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 37307 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 31566 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27555 members 
Mstep: Class 14 contains 55701 members 
Mstep: Class 15 contains 26839 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 19 contains 41211 members 
Mstep: Class 20 contains 31204 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15598 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8601 members 
Mstep: Class 28 contains 28831 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12084 members 
Mstep: Class 32 contains 16818 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35790 members 
Mstep: Class 35 contains 34545 members 
Mstep: Class 36 contains 37904 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44639 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11043 members 
Mstep: Class 45 contains 13615 members 
Mstep: Class 46 contains 6682 members 
Mstep: Class 47 contains 43216 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16980 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4165 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14248 members 
Mstep: Class 57 contains 15871 members 
Mstep: Class 58 contains 2013 members 
Mstep: Class 59 contains 36866 members 
Mstep: Class 60 contains 39285 members 
Mstep: Class 61 contains 15795 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16421 members 
Mstep: Class 65 contains 3175 members 
Mstep: Class 66 contains 16657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345840.000000 Penalty: 223255.453125
Iteration 386Q: 67 clusters Score -1.613458e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 37280 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 31561 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27537 members 
Mstep: Class 14 contains 55711 members 
Mstep: Class 15 contains 26899 members 
Mstep: Class 16 contains 18436 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 25656 members 
Mstep: Class 19 contains 41216 members 
Mstep: Class 20 contains 31205 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15604 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8546 members 
Mstep: Class 28 contains 28828 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12087 members 
Mstep: Class 32 contains 16811 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 35799 members 
Mstep: Class 35 contains 34531 members 
Mstep: Class 36 contains 37925 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44636 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11032 members 
Mstep: Class 45 contains 13627 members 
Mstep: Class 46 contains 6681 members 
Mstep: Class 47 contains 43254 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16981 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4163 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14283 members 
Mstep: Class 57 contains 15938 members 
Mstep: Class 58 contains 2011 members 
Mstep: Class 59 contains 36847 members 
Mstep: Class 60 contains 39276 members 
Mstep: Class 61 contains 15813 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16400 members 
Mstep: Class 65 contains 3175 members 
Mstep: Class 66 contains 16626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346128.000000 Penalty: 223255.453125
Iteration 387Q: 67 clusters Score -1.613461e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 37224 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 31555 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27553 members 
Mstep: Class 14 contains 55707 members 
Mstep: Class 15 contains 26932 members 
Mstep: Class 16 contains 18376 members 
Mstep: Class 17 contains 7269 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 19 contains 41222 members 
Mstep: Class 20 contains 31204 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15614 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8483 members 
Mstep: Class 28 contains 28826 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12084 members 
Mstep: Class 32 contains 16810 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 35792 members 
Mstep: Class 35 contains 34532 members 
Mstep: Class 36 contains 37978 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1396 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44658 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11034 members 
Mstep: Class 45 contains 13641 members 
Mstep: Class 46 contains 6680 members 
Mstep: Class 47 contains 43280 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16980 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4161 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14323 members 
Mstep: Class 57 contains 16011 members 
Mstep: Class 58 contains 2008 members 
Mstep: Class 59 contains 36838 members 
Mstep: Class 60 contains 39255 members 
Mstep: Class 61 contains 15823 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16370 members 
Mstep: Class 65 contains 3176 members 
Mstep: Class 66 contains 16592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345984.000000 Penalty: 223255.453125
Iteration 388Q: 67 clusters Score -1.61346e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 37184 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 31558 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27562 members 
Mstep: Class 14 contains 55709 members 
Mstep: Class 15 contains 26968 members 
Mstep: Class 16 contains 18320 members 
Mstep: Class 17 contains 7269 members 
Mstep: Class 18 contains 25653 members 
Mstep: Class 19 contains 41221 members 
Mstep: Class 20 contains 31203 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15618 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8432 members 
Mstep: Class 28 contains 28829 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12077 members 
Mstep: Class 32 contains 16807 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 35784 members 
Mstep: Class 35 contains 34508 members 
Mstep: Class 36 contains 38025 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44659 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11033 members 
Mstep: Class 45 contains 13640 members 
Mstep: Class 46 contains 6681 members 
Mstep: Class 47 contains 43314 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16981 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4159 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14357 members 
Mstep: Class 57 contains 16066 members 
Mstep: Class 58 contains 2007 members 
Mstep: Class 59 contains 36849 members 
Mstep: Class 60 contains 39236 members 
Mstep: Class 61 contains 15841 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16330 members 
Mstep: Class 65 contains 3175 members 
Mstep: Class 66 contains 16590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346160.000000 Penalty: 223255.453125
Iteration 389Q: 67 clusters Score -1.613462e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 37163 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 31549 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27570 members 
Mstep: Class 14 contains 55711 members 
Mstep: Class 15 contains 27014 members 
Mstep: Class 16 contains 18267 members 
Mstep: Class 17 contains 7269 members 
Mstep: Class 18 contains 25655 members 
Mstep: Class 19 contains 41215 members 
Mstep: Class 20 contains 31199 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15627 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1009 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8391 members 
Mstep: Class 28 contains 28826 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12073 members 
Mstep: Class 32 contains 16771 members 
Mstep: Class 33 contains 4847 members 
Mstep: Class 34 contains 35783 members 
Mstep: Class 35 contains 34499 members 
Mstep: Class 36 contains 38042 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44661 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11038 members 
Mstep: Class 45 contains 13645 members 
Mstep: Class 46 contains 6683 members 
Mstep: Class 47 contains 43334 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 16996 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4155 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14398 members 
Mstep: Class 57 contains 16105 members 
Mstep: Class 58 contains 2006 members 
Mstep: Class 59 contains 36850 members 
Mstep: Class 60 contains 39239 members 
Mstep: Class 61 contains 15860 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16300 members 
Mstep: Class 65 contains 3174 members 
Mstep: Class 66 contains 16574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345904.000000 Penalty: 223255.453125
Iteration 390Q: 67 clusters Score -1.613459e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 37147 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 31540 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27574 members 
Mstep: Class 14 contains 55714 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 16 contains 18234 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 25656 members 
Mstep: Class 19 contains 41212 members 
Mstep: Class 20 contains 31200 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15626 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1009 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8344 members 
Mstep: Class 28 contains 28831 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12065 members 
Mstep: Class 32 contains 16774 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 35775 members 
Mstep: Class 35 contains 34486 members 
Mstep: Class 36 contains 38062 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11034 members 
Mstep: Class 45 contains 13656 members 
Mstep: Class 46 contains 6684 members 
Mstep: Class 47 contains 43355 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17007 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4153 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14453 members 
Mstep: Class 57 contains 16112 members 
Mstep: Class 58 contains 2004 members 
Mstep: Class 59 contains 36855 members 
Mstep: Class 60 contains 39233 members 
Mstep: Class 61 contains 15872 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16267 members 
Mstep: Class 65 contains 3171 members 
Mstep: Class 66 contains 16557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345904.000000 Penalty: 223255.453125
Iteration 391Q: 67 clusters Score -1.613459e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 37125 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 31541 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27579 members 
Mstep: Class 14 contains 55706 members 
Mstep: Class 15 contains 27108 members 
Mstep: Class 16 contains 18209 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 25653 members 
Mstep: Class 19 contains 41205 members 
Mstep: Class 20 contains 31196 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15627 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1009 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8291 members 
Mstep: Class 28 contains 28832 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12059 members 
Mstep: Class 32 contains 16781 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35768 members 
Mstep: Class 35 contains 34477 members 
Mstep: Class 36 contains 38101 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44647 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11039 members 
Mstep: Class 45 contains 13665 members 
Mstep: Class 46 contains 6687 members 
Mstep: Class 47 contains 43370 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17014 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4154 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14508 members 
Mstep: Class 57 contains 16109 members 
Mstep: Class 58 contains 2001 members 
Mstep: Class 59 contains 36856 members 
Mstep: Class 60 contains 39225 members 
Mstep: Class 61 contains 15866 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16241 members 
Mstep: Class 65 contains 3170 members 
Mstep: Class 66 contains 16553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346080.000000 Penalty: 223255.453125
Iteration 392Q: 67 clusters Score -1.613461e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 37109 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 31544 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27579 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27130 members 
Mstep: Class 16 contains 18190 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 25651 members 
Mstep: Class 19 contains 41198 members 
Mstep: Class 20 contains 31207 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15626 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8255 members 
Mstep: Class 28 contains 28839 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12056 members 
Mstep: Class 32 contains 16784 members 
Mstep: Class 33 contains 4853 members 
Mstep: Class 34 contains 35756 members 
Mstep: Class 35 contains 34466 members 
Mstep: Class 36 contains 38116 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44650 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11045 members 
Mstep: Class 45 contains 13676 members 
Mstep: Class 46 contains 6689 members 
Mstep: Class 47 contains 43385 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17028 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4155 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14554 members 
Mstep: Class 57 contains 16106 members 
Mstep: Class 58 contains 1999 members 
Mstep: Class 59 contains 36851 members 
Mstep: Class 60 contains 39215 members 
Mstep: Class 61 contains 15862 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16219 members 
Mstep: Class 65 contains 3172 members 
Mstep: Class 66 contains 16554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346048.000000 Penalty: 223255.453125
Iteration 393Q: 67 clusters Score -1.61346e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 37084 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 31539 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27577 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27183 members 
Mstep: Class 16 contains 18159 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 25647 members 
Mstep: Class 19 contains 41207 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15625 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8207 members 
Mstep: Class 28 contains 28840 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12056 members 
Mstep: Class 32 contains 16809 members 
Mstep: Class 33 contains 4853 members 
Mstep: Class 34 contains 35751 members 
Mstep: Class 35 contains 34455 members 
Mstep: Class 36 contains 38136 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44647 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11038 members 
Mstep: Class 45 contains 13693 members 
Mstep: Class 46 contains 6688 members 
Mstep: Class 47 contains 43388 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17041 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4153 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14601 members 
Mstep: Class 57 contains 16109 members 
Mstep: Class 58 contains 1998 members 
Mstep: Class 59 contains 36848 members 
Mstep: Class 60 contains 39210 members 
Mstep: Class 61 contains 15851 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16196 members 
Mstep: Class 65 contains 3172 members 
Mstep: Class 66 contains 16543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346080.000000 Penalty: 223255.453125
Iteration 394Q: 67 clusters Score -1.613461e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 37070 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 31540 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27575 members 
Mstep: Class 14 contains 55701 members 
Mstep: Class 15 contains 27224 members 
Mstep: Class 16 contains 18139 members 
Mstep: Class 17 contains 7272 members 
Mstep: Class 18 contains 25645 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31212 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15617 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 28841 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12059 members 
Mstep: Class 32 contains 16825 members 
Mstep: Class 33 contains 4854 members 
Mstep: Class 34 contains 35751 members 
Mstep: Class 35 contains 34450 members 
Mstep: Class 36 contains 38155 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44645 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11027 members 
Mstep: Class 45 contains 13709 members 
Mstep: Class 46 contains 6684 members 
Mstep: Class 47 contains 43424 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17060 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4153 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14637 members 
Mstep: Class 57 contains 16102 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36835 members 
Mstep: Class 60 contains 39182 members 
Mstep: Class 61 contains 15854 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16184 members 
Mstep: Class 65 contains 3173 members 
Mstep: Class 66 contains 16527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346224.000000 Penalty: 223255.453125
Iteration 395Q: 67 clusters Score -1.613462e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 37042 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31538 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27572 members 
Mstep: Class 14 contains 55694 members 
Mstep: Class 15 contains 27250 members 
Mstep: Class 16 contains 18126 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31217 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 15609 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8117 members 
Mstep: Class 28 contains 28836 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12069 members 
Mstep: Class 32 contains 16844 members 
Mstep: Class 33 contains 4854 members 
Mstep: Class 34 contains 35751 members 
Mstep: Class 35 contains 34466 members 
Mstep: Class 36 contains 38172 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44646 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11022 members 
Mstep: Class 45 contains 13726 members 
Mstep: Class 46 contains 6685 members 
Mstep: Class 47 contains 43452 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4152 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14659 members 
Mstep: Class 57 contains 16105 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39166 members 
Mstep: Class 61 contains 15858 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16156 members 
Mstep: Class 65 contains 3174 members 
Mstep: Class 66 contains 16512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346272.000000 Penalty: 223255.453125
Iteration 396Q: 67 clusters Score -1.613463e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 37012 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31543 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27570 members 
Mstep: Class 14 contains 55695 members 
Mstep: Class 15 contains 27258 members 
Mstep: Class 16 contains 18107 members 
Mstep: Class 17 contains 7276 members 
Mstep: Class 18 contains 25645 members 
Mstep: Class 19 contains 41198 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15605 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8068 members 
Mstep: Class 28 contains 28835 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12076 members 
Mstep: Class 32 contains 16853 members 
Mstep: Class 33 contains 4854 members 
Mstep: Class 34 contains 35747 members 
Mstep: Class 35 contains 34440 members 
Mstep: Class 36 contains 38190 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44651 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11018 members 
Mstep: Class 45 contains 13733 members 
Mstep: Class 46 contains 6687 members 
Mstep: Class 47 contains 43459 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17070 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4155 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14684 members 
Mstep: Class 57 contains 16127 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36828 members 
Mstep: Class 60 contains 39198 members 
Mstep: Class 61 contains 15873 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16149 members 
Mstep: Class 65 contains 3175 members 
Mstep: Class 66 contains 16485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346240.000000 Penalty: 223255.453125
Iteration 397Q: 67 clusters Score -1.613462e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 36999 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31544 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27564 members 
Mstep: Class 14 contains 55696 members 
Mstep: Class 15 contains 27283 members 
Mstep: Class 16 contains 18103 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 25645 members 
Mstep: Class 19 contains 41196 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 8028 members 
Mstep: Class 28 contains 28836 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12084 members 
Mstep: Class 32 contains 16847 members 
Mstep: Class 33 contains 4852 members 
Mstep: Class 34 contains 35743 members 
Mstep: Class 35 contains 34441 members 
Mstep: Class 36 contains 38198 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44656 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11010 members 
Mstep: Class 45 contains 13738 members 
Mstep: Class 46 contains 6691 members 
Mstep: Class 47 contains 43469 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17068 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4159 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14722 members 
Mstep: Class 57 contains 16124 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36824 members 
Mstep: Class 60 contains 39188 members 
Mstep: Class 61 contains 15888 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16153 members 
Mstep: Class 65 contains 3177 members 
Mstep: Class 66 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346272.000000 Penalty: 223255.453125
Iteration 398Q: 67 clusters Score -1.613463e+08 nChanged 649
Entering ConstructFrom: 
Score: -161346272.000000 Penalty: 223255.453125
Entering ConstructFrom: 
Trying to split cluster 1 (5673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Entering Unmasked Estep 
Score: -1069954.000000 Penalty: 2143.581543
	Iteration 0F: 2 clusters Score -1069954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1065034.000000 Penalty: 4287.163086
	Iteration 0F: 3 clusters Score -1065034 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1066235.125000 Penalty: 4287.163086
	Iteration 1F: 3 clusters Score -1066235 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1066434.625000 Penalty: 4287.163086
	Iteration 2F: 3 clusters Score -1066435 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1066560.250000 Penalty: 4287.163086
	Iteration 3Q: 3 clusters Score -1066560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1066649.875000 Penalty: 4287.163086
	Iteration 4Q: 3 clusters Score -1066650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1066699.000000 Penalty: 4287.163086
	Iteration 5Q: 3 clusters Score -1066699 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1066736.500000 Penalty: 4287.163086
	Iteration 6Q: 3 clusters Score -1066736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1066782.125000 Penalty: 4287.163086
	Iteration 7Q: 3 clusters Score -1066782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1066826.375000 Penalty: 4287.163086
	Iteration 8Q: 3 clusters Score -1066826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1066871.375000 Penalty: 4287.163086
	Iteration 9Q: 3 clusters Score -1066871 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1066925.125000 Penalty: 4287.163086
	Iteration 10Q: 3 clusters Score -1066925 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1066968.500000 Penalty: 4287.163086
	Iteration 11Q: 3 clusters Score -1066968 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1067009.750000 Penalty: 4287.163086
	Iteration 12Q: 3 clusters Score -1067010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1067042.125000 Penalty: 4287.163086
	Iteration 13Q: 3 clusters Score -1067042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1067076.750000 Penalty: 4287.163086
	Iteration 14Q: 3 clusters Score -1067077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1067112.750000 Penalty: 4287.163086
	Iteration 15Q: 3 clusters Score -1067113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1067150.875000 Penalty: 4287.163086
	Iteration 16Q: 3 clusters Score -1067151 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1067179.375000 Penalty: 4287.163086
	Iteration 17Q: 3 clusters Score -1067179 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1067216.375000 Penalty: 4287.163086
	Iteration 18Q: 3 clusters Score -1067216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1067261.750000 Penalty: 4287.163086
	Iteration 19Q: 3 clusters Score -1067262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1067314.000000 Penalty: 4287.163086
	Iteration 20F: 3 clusters Score -1067314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1067363.500000 Penalty: 4287.163086
	Iteration 21Q: 3 clusters Score -1067364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1067408.250000 Penalty: 4287.163086
	Iteration 22Q: 3 clusters Score -1067408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1067446.750000 Penalty: 4287.163086
	Iteration 23Q: 3 clusters Score -1067447 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1067482.000000 Penalty: 4287.163086
	Iteration 24Q: 3 clusters Score -1067482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1067527.000000 Penalty: 4287.163086
	Iteration 25Q: 3 clusters Score -1067527 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1067574.375000 Penalty: 4287.163086
	Iteration 26Q: 3 clusters Score -1067574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1067625.500000 Penalty: 4287.163086
	Iteration 27Q: 3 clusters Score -1067626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1067674.250000 Penalty: 4287.163086
	Iteration 28Q: 3 clusters Score -1067674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1067724.500000 Penalty: 4287.163086
	Iteration 29Q: 3 clusters Score -1067724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1067767.000000 Penalty: 4287.163086
	Iteration 30Q: 3 clusters Score -1067767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1067807.750000 Penalty: 4287.163086
	Iteration 31Q: 3 clusters Score -1067808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1067849.750000 Penalty: 4287.163086
	Iteration 32Q: 3 clusters Score -1067850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1067884.125000 Penalty: 4287.163086
	Iteration 33Q: 3 clusters Score -1067884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1067904.125000 Penalty: 4287.163086
	Iteration 34Q: 3 clusters Score -1067904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1067917.000000 Penalty: 4287.163086
	Iteration 35Q: 3 clusters Score -1067917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1067924.500000 Penalty: 4287.163086
	Iteration 36Q: 3 clusters Score -1067924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1067939.000000 Penalty: 4287.163086
	Iteration 37Q: 3 clusters Score -1067939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1067953.875000 Penalty: 4287.163086
	Iteration 38Q: 3 clusters Score -1067954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1067964.250000 Penalty: 4287.163086
	Iteration 39Q: 3 clusters Score -1067964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1067968.125000 Penalty: 4287.163086
	Iteration 40F: 3 clusters Score -1067968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1067978.625000 Penalty: 4287.163086
	Iteration 41Q: 3 clusters Score -1067979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1067987.000000 Penalty: 4287.163086
	Iteration 42Q: 3 clusters Score -1067987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1067992.375000 Penalty: 4287.163086
	Iteration 43Q: 3 clusters Score -1067992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1068001.125000 Penalty: 4287.163086
	Iteration 44Q: 3 clusters Score -1068001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1068004.875000 Penalty: 4287.163086
	Iteration 45Q: 3 clusters Score -1068005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1068005.000000 Penalty: 4287.163086
	Iteration 46Q: 3 clusters Score -1068005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1068006.000000 Penalty: 4287.163086
	Iteration 47Q: 3 clusters Score -1068006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1068006.750000 Penalty: 4287.163086
	Iteration 48Q: 3 clusters Score -1068007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1068007.500000 Penalty: 4287.163086
	Iteration 49Q: 3 clusters Score -1068008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1068007.500000 Penalty: 4287.163086
	Iteration 50F: 3 clusters Score -1068008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Entering Unmasked Estep 
Score: -7184075.500000 Penalty: 2608.597656
	Iteration 0F: 2 clusters Score -7184076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -7162255.500000 Penalty: 5217.195312
	Iteration 0F: 3 clusters Score -7162256 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -7171248.500000 Penalty: 5217.195312
	Iteration 1F: 3 clusters Score -7171248 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -7171710.500000 Penalty: 5217.195312
	Iteration 2Q: 3 clusters Score -7171710 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -7172116.500000 Penalty: 5217.195312
	Iteration 3Q: 3 clusters Score -7172116 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -7172508.000000 Penalty: 5217.195312
	Iteration 4Q: 3 clusters Score -7172508 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -7172949.000000 Penalty: 5217.195312
	Iteration 5Q: 3 clusters Score -7172949 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -7173486.500000 Penalty: 5217.195312
	Iteration 6Q: 3 clusters Score -7173486 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -7174256.500000 Penalty: 5217.195312
	Iteration 7Q: 3 clusters Score -7174256 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -7175405.500000 Penalty: 5217.195312
	Iteration 8F: 3 clusters Score -7175406 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -7177191.000000 Penalty: 5217.195312
	Iteration 9F: 3 clusters Score -7177191 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -7179682.500000 Penalty: 5217.195312
	Iteration 10F: 3 clusters Score -7179682 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -7181681.000000 Penalty: 5217.195312
	Iteration 11F: 3 clusters Score -7181681 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -7182823.000000 Penalty: 5217.195312
	Iteration 12Q: 3 clusters Score -7182823 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -7183382.000000 Penalty: 5217.195312
	Iteration 13Q: 3 clusters Score -7183382 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -7183748.000000 Penalty: 5217.195312
	Iteration 14Q: 3 clusters Score -7183748 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -7183967.000000 Penalty: 5217.195312
	Iteration 15Q: 3 clusters Score -7183967 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -7184100.000000 Penalty: 5217.195312
	Iteration 16Q: 3 clusters Score -7184100 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -7184184.500000 Penalty: 5217.195312
	Iteration 17Q: 3 clusters Score -7184184 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -7184220.500000 Penalty: 5217.195312
	Iteration 18Q: 3 clusters Score -7184220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -7184244.000000 Penalty: 5217.195312
	Iteration 19Q: 3 clusters Score -7184244 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -7184266.000000 Penalty: 5217.195312
	Iteration 20F: 3 clusters Score -7184266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -7184275.000000 Penalty: 5217.195312
	Iteration 21Q: 3 clusters Score -7184275 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -7184277.500000 Penalty: 5217.195312
	Iteration 22Q: 3 clusters Score -7184278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -7184272.000000 Penalty: 5217.195312
	Iteration 23Q: 3 clusters Score -7184272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -7184265.500000 Penalty: 5217.195312
	Iteration 24Q: 3 clusters Score -7184266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -7184276.000000 Penalty: 5217.195312
	Iteration 25Q: 3 clusters Score -7184276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -7184275.000000 Penalty: 5217.195312
	Iteration 26Q: 3 clusters Score -7184275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -7184266.500000 Penalty: 5217.195312
	Iteration 27Q: 3 clusters Score -7184266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -7184281.000000 Penalty: 5217.195312
	Iteration 28Q: 3 clusters Score -7184281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -7184281.000000 Penalty: 5217.195312
	Iteration 29Q: 3 clusters Score -7184281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -7184281.500000 Penalty: 5217.195312
	Iteration 30Q: 3 clusters Score -7184282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7184287.000000 Penalty: 5217.195312
	Iteration 31Q: 3 clusters Score -7184287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -7184287.000000 Penalty: 5217.195312
	Iteration 32Q: 3 clusters Score -7184287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7184283.500000 Penalty: 5217.195312
	Iteration 33Q: 3 clusters Score -7184284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7184275.500000 Penalty: 5217.195312
	Iteration 34Q: 3 clusters Score -7184276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7184275.500000 Penalty: 5217.195312
	Iteration 35Q: 3 clusters Score -7184276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7184275.500000 Penalty: 5217.195312
	Iteration 36F: 3 clusters Score -7184276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 23807 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 43476 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 13188 members 
Entering Unmasked Estep 
Score: -161345328.000000 Penalty: 226638.109375
Splitting cluster 2 changes total score from -161346272.000000 to -161345328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -74677.421875 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -74677.42 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 256 members 
Entering Unmasked Estep 
Score: -73263.445312 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -73263.45 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73627.593750 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -73627.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73790.375000 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -73790.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -73882.257812 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -73882.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73928.414062 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -73928.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -73954.414062 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -73954.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73976.562500 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -73976.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73999.617188 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -73999.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74074.937500 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -74074.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74089.257812 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -74089.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74124.554688 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -74124.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74132.500000 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -74132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -74158.835938 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -74158.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74187.062500 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -74187.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74207.085938 Penalty: 3107.589355
	Iteration 14Q: 3 clusters Score -74207.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -74217.015625 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -74217.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74244.132812 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -74244.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74257.203125 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -74257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74322.562500 Penalty: 3107.589355
	Iteration 18Q: 3 clusters Score -74322.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74489.992188 Penalty: 3107.589355
	Iteration 19Q: 3 clusters Score -74489.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74636.304688 Penalty: 3107.589355
	Iteration 20F: 3 clusters Score -74636.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74781.375000 Penalty: 3107.589355
	Iteration 21Q: 3 clusters Score -74781.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74893.859375 Penalty: 3107.589355
	Iteration 22Q: 3 clusters Score -74893.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74928.351562 Penalty: 3107.589355
	Iteration 23Q: 3 clusters Score -74928.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74956.875000 Penalty: 3107.589355
	Iteration 24Q: 3 clusters Score -74956.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75006.171875 Penalty: 3107.589355
	Iteration 25Q: 3 clusters Score -75006.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75028.562500 Penalty: 3107.589355
	Iteration 26Q: 3 clusters Score -75028.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75055.835938 Penalty: 3107.589355
	Iteration 27Q: 3 clusters Score -75055.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75085.234375 Penalty: 3107.589355
	Iteration 28Q: 3 clusters Score -75085.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75106.968750 Penalty: 3107.589355
	Iteration 29Q: 3 clusters Score -75106.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75115.703125 Penalty: 3107.589355
	Iteration 30Q: 3 clusters Score -75115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75127.359375 Penalty: 3107.589355
	Iteration 31Q: 3 clusters Score -75127.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75130.539062 Penalty: 3107.589355
	Iteration 32Q: 3 clusters Score -75130.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75135.507812 Penalty: 3107.589355
	Iteration 33F: 3 clusters Score -75135.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75177.890625 Penalty: 3107.589355
	Iteration 34Q: 3 clusters Score -75177.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75211.460938 Penalty: 3107.589355
	Iteration 35Q: 3 clusters Score -75211.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75212.781250 Penalty: 3107.589355
	Iteration 36Q: 3 clusters Score -75212.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75212.781250 Penalty: 3107.589355
	Iteration 37F: 3 clusters Score -75212.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 224 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 43476 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 302 members 
Entering Unmasked Estep 
Score: -161345056.000000 Penalty: 226638.109375
Splitting cluster 3 changes total score from -161346272.000000 to -161345056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Entering Unmasked Estep 
Score: -974678.750000 Penalty: 2106.442627
	Iteration 0F: 2 clusters Score -974678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -970230.312500 Penalty: 4212.885254
	Iteration 0F: 3 clusters Score -970230.3 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -971252.250000 Penalty: 4212.885254
	Iteration 1F: 3 clusters Score -971252.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -971442.687500 Penalty: 4212.885254
	Iteration 2F: 3 clusters Score -971442.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -971555.937500 Penalty: 4212.885254
	Iteration 3Q: 3 clusters Score -971555.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -971627.312500 Penalty: 4212.885254
	Iteration 4Q: 3 clusters Score -971627.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -971674.875000 Penalty: 4212.885254
	Iteration 5Q: 3 clusters Score -971674.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -971697.250000 Penalty: 4212.885254
	Iteration 6Q: 3 clusters Score -971697.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -971715.875000 Penalty: 4212.885254
	Iteration 7Q: 3 clusters Score -971715.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -971731.687500 Penalty: 4212.885254
	Iteration 8Q: 3 clusters Score -971731.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -971740.687500 Penalty: 4212.885254
	Iteration 9Q: 3 clusters Score -971740.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -971750.812500 Penalty: 4212.885254
	Iteration 10Q: 3 clusters Score -971750.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -971757.062500 Penalty: 4212.885254
	Iteration 11Q: 3 clusters Score -971757.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -971763.625000 Penalty: 4212.885254
	Iteration 12Q: 3 clusters Score -971763.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -971768.687500 Penalty: 4212.885254
	Iteration 13Q: 3 clusters Score -971768.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -971773.625000 Penalty: 4212.885254
	Iteration 14Q: 3 clusters Score -971773.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -971779.937500 Penalty: 4212.885254
	Iteration 15Q: 3 clusters Score -971779.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -971784.000000 Penalty: 4212.885254
	Iteration 16Q: 3 clusters Score -971784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -971792.437500 Penalty: 4212.885254
	Iteration 17Q: 3 clusters Score -971792.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -971797.312500 Penalty: 4212.885254
	Iteration 18Q: 3 clusters Score -971797.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -971804.562500 Penalty: 4212.885254
	Iteration 19Q: 3 clusters Score -971804.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -971815.312500 Penalty: 4212.885254
	Iteration 20F: 3 clusters Score -971815.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -971818.812500 Penalty: 4212.885254
	Iteration 21Q: 3 clusters Score -971818.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -971826.250000 Penalty: 4212.885254
	Iteration 22Q: 3 clusters Score -971826.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -971829.250000 Penalty: 4212.885254
	Iteration 23Q: 3 clusters Score -971829.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -971835.062500 Penalty: 4212.885254
	Iteration 24Q: 3 clusters Score -971835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -971837.375000 Penalty: 4212.885254
	Iteration 25Q: 3 clusters Score -971837.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -971839.812500 Penalty: 4212.885254
	Iteration 26Q: 3 clusters Score -971839.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -971844.187500 Penalty: 4212.885254
	Iteration 27Q: 3 clusters Score -971844.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -971847.812500 Penalty: 4212.885254
	Iteration 28Q: 3 clusters Score -971847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -971849.500000 Penalty: 4212.885254
	Iteration 29Q: 3 clusters Score -971849.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -971852.062500 Penalty: 4212.885254
	Iteration 30Q: 3 clusters Score -971852.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -971854.875000 Penalty: 4212.885254
	Iteration 31Q: 3 clusters Score -971854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -971857.500000 Penalty: 4212.885254
	Iteration 32Q: 3 clusters Score -971857.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -971860.000000 Penalty: 4212.885254
	Iteration 33Q: 3 clusters Score -971860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -971861.562500 Penalty: 4212.885254
	Iteration 34Q: 3 clusters Score -971861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -971863.062500 Penalty: 4212.885254
	Iteration 35Q: 3 clusters Score -971863.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -971865.937500 Penalty: 4212.885254
	Iteration 36Q: 3 clusters Score -971865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -971864.437500 Penalty: 4212.885254
	Iteration 37Q: 3 clusters Score -971864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -971868.062500 Penalty: 4212.885254
	Iteration 38Q: 3 clusters Score -971868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -971867.562500 Penalty: 4212.885254
	Iteration 39Q: 3 clusters Score -971867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -971868.500000 Penalty: 4212.885254
	Iteration 40F: 3 clusters Score -971868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -971869.625000 Penalty: 4212.885254
	Iteration 41Q: 3 clusters Score -971869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -971873.562500 Penalty: 4212.885254
	Iteration 42Q: 3 clusters Score -971873.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -971874.500000 Penalty: 4212.885254
	Iteration 43Q: 3 clusters Score -971874.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -971875.000000 Penalty: 4212.885254
	Iteration 44Q: 3 clusters Score -971875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -971877.687500 Penalty: 4212.885254
	Iteration 45Q: 3 clusters Score -971877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -971878.625000 Penalty: 4212.885254
	Iteration 46Q: 3 clusters Score -971878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -971879.125000 Penalty: 4212.885254
	Iteration 47Q: 3 clusters Score -971879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -971880.750000 Penalty: 4212.885254
	Iteration 48Q: 3 clusters Score -971880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -971881.812500 Penalty: 4212.885254
	Iteration 49Q: 3 clusters Score -971881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -971881.937500 Penalty: 4212.885254
	Iteration 50Q: 3 clusters Score -971881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -971882.312500 Penalty: 4212.885254
	Iteration 51Q: 3 clusters Score -971882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -971882.812500 Penalty: 4212.885254
	Iteration 52Q: 3 clusters Score -971882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -971883.937500 Penalty: 4212.885254
	Iteration 53Q: 3 clusters Score -971883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -971882.687500 Penalty: 4212.885254
	Iteration 54Q: 3 clusters Score -971882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -971882.687500 Penalty: 4212.885254
	Iteration 55F: 3 clusters Score -971882.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -32622.740234 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -32622.74 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 149 members 
Entering Unmasked Estep 
Score: -31490.779297 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -31490.78 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32132.716797 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -32132.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32581.128906 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -32581.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32795.128906 Penalty: 2864.177490
	Iteration 3F: 3 clusters Score -32795.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32873.039062 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -32873.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32921.917969 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -32921.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32978.507812 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -32978.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33067.847656 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -33067.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33077.449219 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -33077.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33173.863281 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -33173.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33181.691406 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -33181.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33186.031250 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -33186.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33187.421875 Penalty: 2864.177490
	Iteration 12Q: 3 clusters Score -33187.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33192.031250 Penalty: 2864.177490
	Iteration 13F: 3 clusters Score -33192.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33204.179688 Penalty: 2864.177490
	Iteration 14Q: 3 clusters Score -33204.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33312.910156 Penalty: 2864.177490
	Iteration 15Q: 3 clusters Score -33312.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33354.210938 Penalty: 2864.177490
	Iteration 16Q: 3 clusters Score -33354.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33354.210938 Penalty: 2864.177490
	Iteration 17F: 3 clusters Score -33354.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 167 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 43476 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 155 members 
Entering Unmasked Estep 
Score: -161345088.000000 Penalty: 226638.109375
Splitting cluster 5 changes total score from -161346272.000000 to -161345088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -290816.843750 Penalty: 1829.839111
	Iteration 0F: 2 clusters Score -290816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -288548.375000 Penalty: 3659.678223
	Iteration 0F: 3 clusters Score -288548.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -289122.406250 Penalty: 3659.678223
	Iteration 1F: 3 clusters Score -289122.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -289380.843750 Penalty: 3659.678223
	Iteration 2F: 3 clusters Score -289380.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289598.687500 Penalty: 3659.678223
	Iteration 3F: 3 clusters Score -289598.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -289761.750000 Penalty: 3659.678223
	Iteration 4F: 3 clusters Score -289761.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -289899.187500 Penalty: 3659.678223
	Iteration 5Q: 3 clusters Score -289899.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289991.531250 Penalty: 3659.678223
	Iteration 6Q: 3 clusters Score -289991.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -290046.031250 Penalty: 3659.678223
	Iteration 7Q: 3 clusters Score -290046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290077.062500 Penalty: 3659.678223
	Iteration 8Q: 3 clusters Score -290077.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290090.031250 Penalty: 3659.678223
	Iteration 9Q: 3 clusters Score -290090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -290101.812500 Penalty: 3659.678223
	Iteration 10Q: 3 clusters Score -290101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -290108.750000 Penalty: 3659.678223
	Iteration 11Q: 3 clusters Score -290108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -290117.937500 Penalty: 3659.678223
	Iteration 12Q: 3 clusters Score -290117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -290121.593750 Penalty: 3659.678223
	Iteration 13Q: 3 clusters Score -290121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -290122.375000 Penalty: 3659.678223
	Iteration 14Q: 3 clusters Score -290122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -290123.250000 Penalty: 3659.678223
	Iteration 15Q: 3 clusters Score -290123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -290123.250000 Penalty: 3659.678223
	Iteration 16F: 3 clusters Score -290123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -105044.460938 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -105044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -103486.273438 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -103486.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -103643.750000 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -103643.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -103680.906250 Penalty: 3095.176758
	Iteration 2Q: 3 clusters Score -103680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103701.539062 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -103701.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -103711.742188 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -103711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103715.593750 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -103715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103717.078125 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -103717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103717.078125 Penalty: 3095.176758
	Iteration 7F: 3 clusters Score -103717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -149668.625000 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -149668.6 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 439 members 
Entering Unmasked Estep 
Score: -147866.640625 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -147866.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -148138.500000 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -148138.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -148210.484375 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -148210.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -148253.765625 Penalty: 3351.438477
	Iteration 3Q: 3 clusters Score -148253.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -148288.187500 Penalty: 3351.438477
	Iteration 4Q: 3 clusters Score -148288.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -148335.796875 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -148335.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -148381.140625 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -148381.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -148432.687500 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -148432.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148475.531250 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -148475.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -148504.046875 Penalty: 3351.438477
	Iteration 9Q: 3 clusters Score -148504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -148519.125000 Penalty: 3351.438477
	Iteration 10Q: 3 clusters Score -148519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -148541.937500 Penalty: 3351.438477
	Iteration 11Q: 3 clusters Score -148541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -148556.078125 Penalty: 3351.438477
	Iteration 12Q: 3 clusters Score -148556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -148562.234375 Penalty: 3351.438477
	Iteration 13Q: 3 clusters Score -148562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -148570.875000 Penalty: 3351.438477
	Iteration 14Q: 3 clusters Score -148570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -148587.296875 Penalty: 3351.438477
	Iteration 15Q: 3 clusters Score -148587.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -148608.375000 Penalty: 3351.438477
	Iteration 16Q: 3 clusters Score -148608.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -148625.609375 Penalty: 3351.438477
	Iteration 17Q: 3 clusters Score -148625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -148638.984375 Penalty: 3351.438477
	Iteration 18Q: 3 clusters Score -148639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -148651.062500 Penalty: 3351.438477
	Iteration 19Q: 3 clusters Score -148651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148656.515625 Penalty: 3351.438477
	Iteration 20F: 3 clusters Score -148656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -148659.531250 Penalty: 3351.438477
	Iteration 21Q: 3 clusters Score -148659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -148660.875000 Penalty: 3351.438477
	Iteration 22Q: 3 clusters Score -148660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -148661.578125 Penalty: 3351.438477
	Iteration 23Q: 3 clusters Score -148661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -148662.796875 Penalty: 3351.438477
	Iteration 24Q: 3 clusters Score -148662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -148663.218750 Penalty: 3351.438477
	Iteration 25Q: 3 clusters Score -148663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -148663.218750 Penalty: 3351.438477
	Iteration 26F: 3 clusters Score -148663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -945506.875000 Penalty: 2109.169434
	Iteration 0F: 2 clusters Score -945506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -941076.375000 Penalty: 4218.338867
	Iteration 0F: 3 clusters Score -941076.4 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -942185.562500 Penalty: 4218.338867
	Iteration 1F: 3 clusters Score -942185.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -942425.500000 Penalty: 4218.338867
	Iteration 2F: 3 clusters Score -942425.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -942567.000000 Penalty: 4218.338867
	Iteration 3Q: 3 clusters Score -942567 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -942659.000000 Penalty: 4218.338867
	Iteration 4Q: 3 clusters Score -942659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -942715.250000 Penalty: 4218.338867
	Iteration 5Q: 3 clusters Score -942715.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -942758.125000 Penalty: 4218.338867
	Iteration 6Q: 3 clusters Score -942758.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -942795.750000 Penalty: 4218.338867
	Iteration 7Q: 3 clusters Score -942795.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -942833.250000 Penalty: 4218.338867
	Iteration 8Q: 3 clusters Score -942833.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -942868.500000 Penalty: 4218.338867
	Iteration 9Q: 3 clusters Score -942868.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -942896.375000 Penalty: 4218.338867
	Iteration 10Q: 3 clusters Score -942896.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -942929.437500 Penalty: 4218.338867
	Iteration 11Q: 3 clusters Score -942929.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -942969.062500 Penalty: 4218.338867
	Iteration 12Q: 3 clusters Score -942969.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -943003.562500 Penalty: 4218.338867
	Iteration 13Q: 3 clusters Score -943003.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -943027.625000 Penalty: 4218.338867
	Iteration 14Q: 3 clusters Score -943027.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -943054.000000 Penalty: 4218.338867
	Iteration 15Q: 3 clusters Score -943054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -943069.562500 Penalty: 4218.338867
	Iteration 16Q: 3 clusters Score -943069.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -943082.437500 Penalty: 4218.338867
	Iteration 17Q: 3 clusters Score -943082.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -943093.750000 Penalty: 4218.338867
	Iteration 18Q: 3 clusters Score -943093.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -943111.312500 Penalty: 4218.338867
	Iteration 19Q: 3 clusters Score -943111.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -943126.062500 Penalty: 4218.338867
	Iteration 20F: 3 clusters Score -943126.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -943142.875000 Penalty: 4218.338867
	Iteration 21Q: 3 clusters Score -943142.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -943160.062500 Penalty: 4218.338867
	Iteration 22Q: 3 clusters Score -943160.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -943172.125000 Penalty: 4218.338867
	Iteration 23Q: 3 clusters Score -943172.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -943186.937500 Penalty: 4218.338867
	Iteration 24Q: 3 clusters Score -943186.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -943192.562500 Penalty: 4218.338867
	Iteration 25Q: 3 clusters Score -943192.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -943202.250000 Penalty: 4218.338867
	Iteration 26Q: 3 clusters Score -943202.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -943205.750000 Penalty: 4218.338867
	Iteration 27Q: 3 clusters Score -943205.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -943210.812500 Penalty: 4218.338867
	Iteration 28Q: 3 clusters Score -943210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -943216.875000 Penalty: 4218.338867
	Iteration 29Q: 3 clusters Score -943216.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -943219.062500 Penalty: 4218.338867
	Iteration 30Q: 3 clusters Score -943219.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -943220.000000 Penalty: 4218.338867
	Iteration 31Q: 3 clusters Score -943220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -943222.750000 Penalty: 4218.338867
	Iteration 32Q: 3 clusters Score -943222.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -943226.937500 Penalty: 4218.338867
	Iteration 33Q: 3 clusters Score -943226.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -943231.125000 Penalty: 4218.338867
	Iteration 34Q: 3 clusters Score -943231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -943233.562500 Penalty: 4218.338867
	Iteration 35Q: 3 clusters Score -943233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -943232.562500 Penalty: 4218.338867
	Iteration 36Q: 3 clusters Score -943232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -943235.562500 Penalty: 4218.338867
	Iteration 37Q: 3 clusters Score -943235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -943236.625000 Penalty: 4218.338867
	Iteration 38Q: 3 clusters Score -943236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -943238.250000 Penalty: 4218.338867
	Iteration 39Q: 3 clusters Score -943238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -943241.250000 Penalty: 4218.338867
	Iteration 40F: 3 clusters Score -943241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -943241.875000 Penalty: 4218.338867
	Iteration 41Q: 3 clusters Score -943241.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -943243.062500 Penalty: 4218.338867
	Iteration 42Q: 3 clusters Score -943243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -943244.437500 Penalty: 4218.338867
	Iteration 43Q: 3 clusters Score -943244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -943245.500000 Penalty: 4218.338867
	Iteration 44Q: 3 clusters Score -943245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -943245.875000 Penalty: 4218.338867
	Iteration 45Q: 3 clusters Score -943245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -943245.875000 Penalty: 4218.338867
	Iteration 46F: 3 clusters Score -943245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Entering Unmasked Estep 
Score: -6029644.000000 Penalty: 2569.113770
	Iteration 0F: 2 clusters Score -6029644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -6008329.000000 Penalty: 5138.227539
	Iteration 0F: 3 clusters Score -6008329 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -6016040.000000 Penalty: 5138.227539
	Iteration 1F: 3 clusters Score -6016040 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -6016470.500000 Penalty: 5138.227539
	Iteration 2Q: 3 clusters Score -6016470 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -6016951.000000 Penalty: 5138.227539
	Iteration 3Q: 3 clusters Score -6016951 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -6017572.500000 Penalty: 5138.227539
	Iteration 4Q: 3 clusters Score -6017572 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -6018459.000000 Penalty: 5138.227539
	Iteration 5F: 3 clusters Score -6018459 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -6019654.000000 Penalty: 5138.227539
	Iteration 6F: 3 clusters Score -6019654 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -6021353.500000 Penalty: 5138.227539
	Iteration 7F: 3 clusters Score -6021354 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -6023324.000000 Penalty: 5138.227539
	Iteration 8F: 3 clusters Score -6023324 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6025030.500000 Penalty: 5138.227539
	Iteration 9F: 3 clusters Score -6025030 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6026150.000000 Penalty: 5138.227539
	Iteration 10Q: 3 clusters Score -6026150 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6026686.500000 Penalty: 5138.227539
	Iteration 11Q: 3 clusters Score -6026686 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6027005.000000 Penalty: 5138.227539
	Iteration 12Q: 3 clusters Score -6027005 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6027160.000000 Penalty: 5138.227539
	Iteration 13Q: 3 clusters Score -6027160 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6027247.000000 Penalty: 5138.227539
	Iteration 14Q: 3 clusters Score -6027247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6027302.000000 Penalty: 5138.227539
	Iteration 15Q: 3 clusters Score -6027302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6027334.500000 Penalty: 5138.227539
	Iteration 16Q: 3 clusters Score -6027334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6027363.000000 Penalty: 5138.227539
	Iteration 17Q: 3 clusters Score -6027363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6027393.000000 Penalty: 5138.227539
	Iteration 18Q: 3 clusters Score -6027393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6027416.000000 Penalty: 5138.227539
	Iteration 19Q: 3 clusters Score -6027416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6027429.000000 Penalty: 5138.227539
	Iteration 20F: 3 clusters Score -6027429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6027433.500000 Penalty: 5138.227539
	Iteration 21Q: 3 clusters Score -6027434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6027447.000000 Penalty: 5138.227539
	Iteration 22Q: 3 clusters Score -6027447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6027454.500000 Penalty: 5138.227539
	Iteration 23Q: 3 clusters Score -6027454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6027454.500000 Penalty: 5138.227539
	Iteration 24Q: 3 clusters Score -6027454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6027454.500000 Penalty: 5138.227539
	Iteration 25F: 3 clusters Score -6027454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -59347.957031 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -59347.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58046.777344 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -58046.78 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -58387.472656 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -58387.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -58590.421875 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -58590.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -58842.250000 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -58842.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -58975.664062 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -58975.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -59019.523438 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -59019.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -59059.570312 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -59059.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -59105.472656 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -59105.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -59146.304688 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -59146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59221.304688 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -59221.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59263.265625 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -59263.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59285.804688 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -59285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59302.242188 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -59302.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59328.023438 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -59328.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59338.292969 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -59338.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59342.796875 Penalty: 2974.240234
	Iteration 15Q: 3 clusters Score -59342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59347.546875 Penalty: 2974.240234
	Iteration 16Q: 3 clusters Score -59347.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59350.585938 Penalty: 2974.240234
	Iteration 17F: 3 clusters Score -59350.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59371.667969 Penalty: 2974.240234
	Iteration 18Q: 3 clusters Score -59371.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59372.457031 Penalty: 2974.240234
	Iteration 19F: 3 clusters Score -59372.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59392.601562 Penalty: 2974.240234
	Iteration 20F: 3 clusters Score -59392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59403.496094 Penalty: 2974.240234
	Iteration 21Q: 3 clusters Score -59403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59410.105469 Penalty: 2974.240234
	Iteration 22Q: 3 clusters Score -59410.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59416.976562 Penalty: 2974.240234
	Iteration 23Q: 3 clusters Score -59416.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59429.851562 Penalty: 2974.240234
	Iteration 24Q: 3 clusters Score -59429.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59437.417969 Penalty: 2974.240234
	Iteration 25Q: 3 clusters Score -59437.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59448.601562 Penalty: 2974.240234
	Iteration 26Q: 3 clusters Score -59448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59453.957031 Penalty: 2974.240234
	Iteration 27Q: 3 clusters Score -59453.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59453.957031 Penalty: 2974.240234
	Iteration 28F: 3 clusters Score -59453.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 234 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 43476 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 168 members 
Entering Unmasked Estep 
Score: -161344912.000000 Penalty: 226638.109375
Splitting cluster 11 changes total score from -161346272.000000 to -161344912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -51388.250000 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -51388.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50210.277344 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -50210.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50430.855469 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -50430.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50523.382812 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -50523.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50577.828125 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -50577.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -50608.582031 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -50608.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50618.500000 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -50618.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50624.585938 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -50624.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50626.031250 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -50626.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50627.550781 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -50627.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50632.914062 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -50632.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50644.023438 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -50644.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50647.562500 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -50647.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50647.562500 Penalty: 2920.883301
	Iteration 12F: 3 clusters Score -50647.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Entering Unmasked Estep 
Score: -5249649.000000 Penalty: 2535.572998
	Iteration 0F: 2 clusters Score -5249649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -5230653.000000 Penalty: 5071.145996
	Iteration 0F: 3 clusters Score -5230653 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -5237411.500000 Penalty: 5071.145996
	Iteration 1F: 3 clusters Score -5237412 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5237847.500000 Penalty: 5071.145996
	Iteration 2F: 3 clusters Score -5237848 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5238208.000000 Penalty: 5071.145996
	Iteration 3Q: 3 clusters Score -5238208 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -5238478.500000 Penalty: 5071.145996
	Iteration 4Q: 3 clusters Score -5238478 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5238672.500000 Penalty: 5071.145996
	Iteration 5Q: 3 clusters Score -5238672 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -5238831.000000 Penalty: 5071.145996
	Iteration 6Q: 3 clusters Score -5238831 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5238980.500000 Penalty: 5071.145996
	Iteration 7Q: 3 clusters Score -5238980 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -5239084.000000 Penalty: 5071.145996
	Iteration 8Q: 3 clusters Score -5239084 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -5239247.500000 Penalty: 5071.145996
	Iteration 9Q: 3 clusters Score -5239248 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -5239403.000000 Penalty: 5071.145996
	Iteration 10Q: 3 clusters Score -5239403 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -5239590.500000 Penalty: 5071.145996
	Iteration 11Q: 3 clusters Score -5239590 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5239789.500000 Penalty: 5071.145996
	Iteration 12Q: 3 clusters Score -5239790 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -5240062.000000 Penalty: 5071.145996
	Iteration 13Q: 3 clusters Score -5240062 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5240455.000000 Penalty: 5071.145996
	Iteration 14Q: 3 clusters Score -5240455 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -5240992.500000 Penalty: 5071.145996
	Iteration 15Q: 3 clusters Score -5240992 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -5241629.000000 Penalty: 5071.145996
	Iteration 16Q: 3 clusters Score -5241629 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5242235.500000 Penalty: 5071.145996
	Iteration 17Q: 3 clusters Score -5242236 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5242633.500000 Penalty: 5071.145996
	Iteration 18Q: 3 clusters Score -5242634 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5242844.500000 Penalty: 5071.145996
	Iteration 19Q: 3 clusters Score -5242844 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -5242951.500000 Penalty: 5071.145996
	Iteration 20F: 3 clusters Score -5242952 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -5243017.000000 Penalty: 5071.145996
	Iteration 21Q: 3 clusters Score -5243017 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -5243061.500000 Penalty: 5071.145996
	Iteration 22Q: 3 clusters Score -5243062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5243099.500000 Penalty: 5071.145996
	Iteration 23Q: 3 clusters Score -5243100 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -5243147.000000 Penalty: 5071.145996
	Iteration 24Q: 3 clusters Score -5243147 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -5243195.000000 Penalty: 5071.145996
	Iteration 25Q: 3 clusters Score -5243195 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -5243250.000000 Penalty: 5071.145996
	Iteration 26Q: 3 clusters Score -5243250 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -5243305.500000 Penalty: 5071.145996
	Iteration 27Q: 3 clusters Score -5243306 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5243379.500000 Penalty: 5071.145996
	Iteration 28Q: 3 clusters Score -5243380 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -5243433.500000 Penalty: 5071.145996
	Iteration 29Q: 3 clusters Score -5243434 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5243487.000000 Penalty: 5071.145996
	Iteration 30Q: 3 clusters Score -5243487 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5243530.000000 Penalty: 5071.145996
	Iteration 31Q: 3 clusters Score -5243530 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -5243577.000000 Penalty: 5071.145996
	Iteration 32Q: 3 clusters Score -5243577 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -5243618.500000 Penalty: 5071.145996
	Iteration 33Q: 3 clusters Score -5243618 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -5243715.500000 Penalty: 5071.145996
	Iteration 34Q: 3 clusters Score -5243716 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -5243773.000000 Penalty: 5071.145996
	Iteration 35Q: 3 clusters Score -5243773 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -5243838.500000 Penalty: 5071.145996
	Iteration 36Q: 3 clusters Score -5243838 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5243889.500000 Penalty: 5071.145996
	Iteration 37Q: 3 clusters Score -5243890 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5243939.500000 Penalty: 5071.145996
	Iteration 38Q: 3 clusters Score -5243940 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -5243983.500000 Penalty: 5071.145996
	Iteration 39Q: 3 clusters Score -5243984 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -5244031.000000 Penalty: 5071.145996
	Iteration 40F: 3 clusters Score -5244031 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5244079.500000 Penalty: 5071.145996
	Iteration 41Q: 3 clusters Score -5244080 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -5244173.000000 Penalty: 5071.145996
	Iteration 42Q: 3 clusters Score -5244173 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5244243.500000 Penalty: 5071.145996
	Iteration 43Q: 3 clusters Score -5244244 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -5244303.000000 Penalty: 5071.145996
	Iteration 44Q: 3 clusters Score -5244303 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5244354.000000 Penalty: 5071.145996
	Iteration 45Q: 3 clusters Score -5244354 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5244418.500000 Penalty: 5071.145996
	Iteration 46Q: 3 clusters Score -5244418 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -5244477.500000 Penalty: 5071.145996
	Iteration 47Q: 3 clusters Score -5244478 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5244533.000000 Penalty: 5071.145996
	Iteration 48Q: 3 clusters Score -5244533 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -5244589.500000 Penalty: 5071.145996
	Iteration 49Q: 3 clusters Score -5244590 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -5244647.000000 Penalty: 5071.145996
	Iteration 50Q: 3 clusters Score -5244647 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -5244744.000000 Penalty: 5071.145996
	Iteration 51Q: 3 clusters Score -5244744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5244818.500000 Penalty: 5071.145996
	Iteration 52Q: 3 clusters Score -5244818 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -5244918.500000 Penalty: 5071.145996
	Iteration 53Q: 3 clusters Score -5244918 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -5245008.000000 Penalty: 5071.145996
	Iteration 54Q: 3 clusters Score -5245008 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -5245114.500000 Penalty: 5071.145996
	Iteration 55Q: 3 clusters Score -5245114 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5245238.500000 Penalty: 5071.145996
	Iteration 56Q: 3 clusters Score -5245238 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -5245357.500000 Penalty: 5071.145996
	Iteration 57Q: 3 clusters Score -5245358 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5245521.500000 Penalty: 5071.145996
	Iteration 58Q: 3 clusters Score -5245522 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -5245660.500000 Penalty: 5071.145996
	Iteration 59Q: 3 clusters Score -5245660 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -5245783.000000 Penalty: 5071.145996
	Iteration 60F: 3 clusters Score -5245783 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -5245897.500000 Penalty: 5071.145996
	Iteration 61Q: 3 clusters Score -5245898 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -5246006.500000 Penalty: 5071.145996
	Iteration 62Q: 3 clusters Score -5246006 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -5246107.000000 Penalty: 5071.145996
	Iteration 63Q: 3 clusters Score -5246107 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -5246143.500000 Penalty: 5071.145996
	Iteration 64Q: 3 clusters Score -5246144 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -5246184.500000 Penalty: 5071.145996
	Iteration 65Q: 3 clusters Score -5246184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5246228.000000 Penalty: 5071.145996
	Iteration 66Q: 3 clusters Score -5246228 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5246275.500000 Penalty: 5071.145996
	Iteration 67Q: 3 clusters Score -5246276 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -5246328.500000 Penalty: 5071.145996
	Iteration 68Q: 3 clusters Score -5246328 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5246453 nChanged 182
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Mstep: Class 2 contains 19833 members 
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	Iteration 72Q: 3 clusters Score -5246498 nChanged 161
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Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5246547 nChanged 142
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Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5246581 nChanged 120
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5246689 nChanged 83
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Mstep: Class 1 contains 6678 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6531 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5246716 nChanged 72
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Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5246731 nChanged 70
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Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5246738 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5246754 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5246764 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5246764 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5246771 nChanged 81
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Mstep: Class 1 contains 6031 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5246795 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5246804 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5246804 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5246834 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5246856 nChanged 109
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Mstep: Class 1 contains 5529 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5246884 nChanged 106
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Mstep: Class 1 contains 5423 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5246898 nChanged 126
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Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5246932 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5246933 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5106 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5246964 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5246978 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5247010 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5247038 nChanged 80
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Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5247047 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5247056 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4631 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5247068 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5247080 nChanged 62
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Mstep: Class 1 contains 4507 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5247086 nChanged 57
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Mstep: Class 1 contains 4450 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5247094 nChanged 61
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Mstep: Class 1 contains 4391 members 
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Entering Unmasked Estep 
Score: -5247116.000000 Penalty: 5071.145996
	Iteration 109Q: 3 clusters Score -5247116 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5247122 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5247128 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -5247142.000000 Penalty: 5071.145996
	Iteration 112Q: 3 clusters Score -5247142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -5247143.000000 Penalty: 5071.145996
	Iteration 113Q: 3 clusters Score -5247143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -5247148.500000 Penalty: 5071.145996
	Iteration 114Q: 3 clusters Score -5247148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -5247153.000000 Penalty: 5071.145996
	Iteration 115Q: 3 clusters Score -5247153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -5247161.500000 Penalty: 5071.145996
	Iteration 116Q: 3 clusters Score -5247162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5247159.500000 Penalty: 5071.145996
	Iteration 117Q: 3 clusters Score -5247160 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5247174.500000 Penalty: 5071.145996
	Iteration 118Q: 3 clusters Score -5247174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5247167.000000 Penalty: 5071.145996
	Iteration 119Q: 3 clusters Score -5247167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5247175.000000 Penalty: 5071.145996
	Iteration 120F: 3 clusters Score -5247175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5247165.500000 Penalty: 5071.145996
	Iteration 121Q: 3 clusters Score -5247166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5247172.500000 Penalty: 5071.145996
	Iteration 122Q: 3 clusters Score -5247172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -5247184.000000 Penalty: 5071.145996
	Iteration 123Q: 3 clusters Score -5247184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -5247191.000000 Penalty: 5071.145996
	Iteration 124Q: 3 clusters Score -5247191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -5247193.000000 Penalty: 5071.145996
	Iteration 125Q: 3 clusters Score -5247193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5247190.000000 Penalty: 5071.145996
	Iteration 126Q: 3 clusters Score -5247190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5247194.500000 Penalty: 5071.145996
	Iteration 127Q: 3 clusters Score -5247194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -5247190.500000 Penalty: 5071.145996
	Iteration 128Q: 3 clusters Score -5247190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -5247186.500000 Penalty: 5071.145996
	Iteration 129Q: 3 clusters Score -5247186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5247183.000000 Penalty: 5071.145996
	Iteration 130Q: 3 clusters Score -5247183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5247183.500000 Penalty: 5071.145996
	Iteration 131Q: 3 clusters Score -5247184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5247185.500000 Penalty: 5071.145996
	Iteration 132Q: 3 clusters Score -5247186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -5247187.000000 Penalty: 5071.145996
	Iteration 133Q: 3 clusters Score -5247187 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -5247190.000000 Penalty: 5071.145996
	Iteration 134Q: 3 clusters Score -5247190 nChanged 22
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Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -5247195.000000 Penalty: 5071.145996
	Iteration 135Q: 3 clusters Score -5247195 nChanged 20
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Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5247199 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5247205.000000 Penalty: 5071.145996
	Iteration 137Q: 3 clusters Score -5247205 nChanged 23
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Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5247206 nChanged 19
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Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -5247205.000000 Penalty: 5071.145996
	Iteration 139Q: 3 clusters Score -5247205 nChanged 18
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Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -5247212.500000 Penalty: 5071.145996
	Iteration 140F: 3 clusters Score -5247212 nChanged 10
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Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -5247219.500000 Penalty: 5071.145996
	Iteration 141Q: 3 clusters Score -5247220 nChanged 8
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Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5247214.500000 Penalty: 5071.145996
	Iteration 142Q: 3 clusters Score -5247214 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -5247208.500000 Penalty: 5071.145996
	Iteration 143Q: 3 clusters Score -5247208 nChanged 7
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Mstep: Class 1 contains 3577 members 
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Entering Unmasked Estep 
Score: -5247209.000000 Penalty: 5071.145996
	Iteration 144Q: 3 clusters Score -5247209 nChanged 7
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Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5247211.500000 Penalty: 5071.145996
	Iteration 145Q: 3 clusters Score -5247212 nChanged 7
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Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -5247215.500000 Penalty: 5071.145996
	Iteration 146Q: 3 clusters Score -5247216 nChanged 7
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Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5247214 nChanged 9
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Mstep: Class 1 contains 3547 members 
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Entering Unmasked Estep 
Score: -5247222.500000 Penalty: 5071.145996
	Iteration 148Q: 3 clusters Score -5247222 nChanged 10
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Entering Unmasked Estep 
Score: -5247213.000000 Penalty: 5071.145996
	Iteration 149Q: 3 clusters Score -5247213 nChanged 11
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Score: -5247215.500000 Penalty: 5071.145996
	Iteration 150Q: 3 clusters Score -5247216 nChanged 13
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Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5247216 nChanged 9
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Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5247223.000000 Penalty: 5071.145996
	Iteration 152Q: 3 clusters Score -5247223 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -5247227.000000 Penalty: 5071.145996
	Iteration 153Q: 3 clusters Score -5247227 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5247236.000000 Penalty: 5071.145996
	Iteration 154Q: 3 clusters Score -5247236 nChanged 8
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Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -5247234.000000 Penalty: 5071.145996
	Iteration 155Q: 3 clusters Score -5247234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -5247241.000000 Penalty: 5071.145996
	Iteration 156Q: 3 clusters Score -5247241 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -5247234.000000 Penalty: 5071.145996
	Iteration 157Q: 3 clusters Score -5247234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -5247230.000000 Penalty: 5071.145996
	Iteration 158Q: 3 clusters Score -5247230 nChanged 6
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Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5247231.000000 Penalty: 5071.145996
	Iteration 159Q: 3 clusters Score -5247231 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -5247231.500000 Penalty: 5071.145996
	Iteration 160F: 3 clusters Score -5247232 nChanged 3
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Mstep: Class 1 contains 3440 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5247230 nChanged 0
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Entering Unmasked Estep 
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	Iteration 162F: 3 clusters Score -5247230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Entering Unmasked Estep 
Score: -10384120.000000 Penalty: 2710.073975
	Iteration 0F: 2 clusters Score -1.038412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -10347287.000000 Penalty: 5420.147949
	Iteration 0F: 3 clusters Score -1.034729e+07 nChanged 25831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -10361817.000000 Penalty: 5420.147949
	Iteration 1F: 3 clusters Score -1.036182e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -10362822.000000 Penalty: 5420.147949
	Iteration 2Q: 3 clusters Score -1.036282e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -10364129.000000 Penalty: 5420.147949
	Iteration 3F: 3 clusters Score -1.036413e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -10365979.000000 Penalty: 5420.147949
	Iteration 4F: 3 clusters Score -1.036598e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -10368459.000000 Penalty: 5420.147949
	Iteration 5F: 3 clusters Score -1.036846e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -10371347.000000 Penalty: 5420.147949
	Iteration 6F: 3 clusters Score -1.037135e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -10374297.000000 Penalty: 5420.147949
	Iteration 7F: 3 clusters Score -1.03743e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -10376875.000000 Penalty: 5420.147949
	Iteration 8F: 3 clusters Score -1.037688e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -10378689.000000 Penalty: 5420.147949
	Iteration 9Q: 3 clusters Score -1.037869e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -10379952.000000 Penalty: 5420.147949
	Iteration 10Q: 3 clusters Score -1.037995e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10380707.000000 Penalty: 5420.147949
	Iteration 11Q: 3 clusters Score -1.038071e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10381151.000000 Penalty: 5420.147949
	Iteration 12Q: 3 clusters Score -1.038115e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10381407.000000 Penalty: 5420.147949
	Iteration 13Q: 3 clusters Score -1.038141e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10381565.000000 Penalty: 5420.147949
	Iteration 14Q: 3 clusters Score -1.038156e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10381650.000000 Penalty: 5420.147949
	Iteration 15Q: 3 clusters Score -1.038165e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10381702.000000 Penalty: 5420.147949
	Iteration 16Q: 3 clusters Score -1.03817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10381746.000000 Penalty: 5420.147949
	Iteration 17Q: 3 clusters Score -1.038175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10381767.000000 Penalty: 5420.147949
	Iteration 18Q: 3 clusters Score -1.038177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10381767.000000 Penalty: 5420.147949
	Iteration 19Q: 3 clusters Score -1.038177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10381775.000000 Penalty: 5420.147949
	Iteration 20F: 3 clusters Score -1.038178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10381784.000000 Penalty: 5420.147949
	Iteration 21Q: 3 clusters Score -1.038178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10381787.000000 Penalty: 5420.147949
	Iteration 22Q: 3 clusters Score -1.038179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10381793.000000 Penalty: 5420.147949
	Iteration 23Q: 3 clusters Score -1.038179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10381792.000000 Penalty: 5420.147949
	Iteration 24Q: 3 clusters Score -1.038179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10381785.000000 Penalty: 5420.147949
	Iteration 25Q: 3 clusters Score -1.038178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10381795.000000 Penalty: 5420.147949
	Iteration 26Q: 3 clusters Score -1.03818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10381806.000000 Penalty: 5420.147949
	Iteration 27Q: 3 clusters Score -1.038181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10381803.000000 Penalty: 5420.147949
	Iteration 28Q: 3 clusters Score -1.03818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10381806.000000 Penalty: 5420.147949
	Iteration 29Q: 3 clusters Score -1.038181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10381806.000000 Penalty: 5420.147949
	Iteration 30F: 3 clusters Score -1.038181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Entering Unmasked Estep 
Score: -5579702.500000 Penalty: 2533.267578
	Iteration 0F: 2 clusters Score -5579702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -5561660.500000 Penalty: 5066.535156
	Iteration 0F: 3 clusters Score -5561660 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -5568080.500000 Penalty: 5066.535156
	Iteration 1F: 3 clusters Score -5568080 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -5568587.000000 Penalty: 5066.535156
	Iteration 2Q: 3 clusters Score -5568587 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5568933.500000 Penalty: 5066.535156
	Iteration 3Q: 3 clusters Score -5568934 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -5569221.500000 Penalty: 5066.535156
	Iteration 4Q: 3 clusters Score -5569222 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -5569486.000000 Penalty: 5066.535156
	Iteration 5Q: 3 clusters Score -5569486 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -5569789.500000 Penalty: 5066.535156
	Iteration 6Q: 3 clusters Score -5569790 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -5570006.000000 Penalty: 5066.535156
	Iteration 7Q: 3 clusters Score -5570006 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5570256.500000 Penalty: 5066.535156
	Iteration 8Q: 3 clusters Score -5570256 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5570559.500000 Penalty: 5066.535156
	Iteration 9Q: 3 clusters Score -5570560 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -5570956.000000 Penalty: 5066.535156
	Iteration 10Q: 3 clusters Score -5570956 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5571472.000000 Penalty: 5066.535156
	Iteration 11Q: 3 clusters Score -5571472 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -5572041.000000 Penalty: 5066.535156
	Iteration 12Q: 3 clusters Score -5572041 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -5572704.000000 Penalty: 5066.535156
	Iteration 13Q: 3 clusters Score -5572704 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5573357.000000 Penalty: 5066.535156
	Iteration 14Q: 3 clusters Score -5573357 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5573938.000000 Penalty: 5066.535156
	Iteration 15Q: 3 clusters Score -5573938 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5574345.500000 Penalty: 5066.535156
	Iteration 16Q: 3 clusters Score -5574346 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -5574694.500000 Penalty: 5066.535156
	Iteration 17Q: 3 clusters Score -5574694 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -5574932.500000 Penalty: 5066.535156
	Iteration 18Q: 3 clusters Score -5574932 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -5575096.000000 Penalty: 5066.535156
	Iteration 19Q: 3 clusters Score -5575096 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5575267.000000 Penalty: 5066.535156
	Iteration 20F: 3 clusters Score -5575267 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -5575446.500000 Penalty: 5066.535156
	Iteration 21Q: 3 clusters Score -5575446 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5575625.000000 Penalty: 5066.535156
	Iteration 22Q: 3 clusters Score -5575625 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5575815.500000 Penalty: 5066.535156
	Iteration 23Q: 3 clusters Score -5575816 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -5576000.000000 Penalty: 5066.535156
	Iteration 24Q: 3 clusters Score -5576000 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -5576163.500000 Penalty: 5066.535156
	Iteration 25Q: 3 clusters Score -5576164 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5576314.500000 Penalty: 5066.535156
	Iteration 26Q: 3 clusters Score -5576314 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5576448.500000 Penalty: 5066.535156
	Iteration 27Q: 3 clusters Score -5576448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5576547.000000 Penalty: 5066.535156
	Iteration 28Q: 3 clusters Score -5576547 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5576658.000000 Penalty: 5066.535156
	Iteration 29Q: 3 clusters Score -5576658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -5576732.500000 Penalty: 5066.535156
	Iteration 30Q: 3 clusters Score -5576732 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -5576838.500000 Penalty: 5066.535156
	Iteration 31Q: 3 clusters Score -5576838 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -5576952.000000 Penalty: 5066.535156
	Iteration 32Q: 3 clusters Score -5576952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -5576995.500000 Penalty: 5066.535156
	Iteration 33Q: 3 clusters Score -5576996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -5577061.500000 Penalty: 5066.535156
	Iteration 34Q: 3 clusters Score -5577062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -5577131.500000 Penalty: 5066.535156
	Iteration 35Q: 3 clusters Score -5577132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -5577178.000000 Penalty: 5066.535156
	Iteration 36Q: 3 clusters Score -5577178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5577226.500000 Penalty: 5066.535156
	Iteration 37Q: 3 clusters Score -5577226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -5577246.500000 Penalty: 5066.535156
	Iteration 38Q: 3 clusters Score -5577246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5577301.000000 Penalty: 5066.535156
	Iteration 39Q: 3 clusters Score -5577301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5577347.000000 Penalty: 5066.535156
	Iteration 40F: 3 clusters Score -5577347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5577380.500000 Penalty: 5066.535156
	Iteration 41Q: 3 clusters Score -5577380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5577414.500000 Penalty: 5066.535156
	Iteration 42Q: 3 clusters Score -5577414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -5577437.500000 Penalty: 5066.535156
	Iteration 43Q: 3 clusters Score -5577438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -5577445.000000 Penalty: 5066.535156
	Iteration 44Q: 3 clusters Score -5577445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5577454.000000 Penalty: 5066.535156
	Iteration 45Q: 3 clusters Score -5577454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -5577470.000000 Penalty: 5066.535156
	Iteration 46Q: 3 clusters Score -5577470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5577468.000000 Penalty: 5066.535156
	Iteration 47Q: 3 clusters Score -5577468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5577468.000000 Penalty: 5066.535156
	Iteration 48Q: 3 clusters Score -5577468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -5577487.500000 Penalty: 5066.535156
	Iteration 49Q: 3 clusters Score -5577488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -5577487.500000 Penalty: 5066.535156
	Iteration 50Q: 3 clusters Score -5577488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -5577492.000000 Penalty: 5066.535156
	Iteration 51Q: 3 clusters Score -5577492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -5577495.500000 Penalty: 5066.535156
	Iteration 52Q: 3 clusters Score -5577496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -5577498.000000 Penalty: 5066.535156
	Iteration 53Q: 3 clusters Score -5577498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -5577502.500000 Penalty: 5066.535156
	Iteration 54Q: 3 clusters Score -5577502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -5577502.500000 Penalty: 5066.535156
	Iteration 55F: 3 clusters Score -5577502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Entering Unmasked Estep 
Score: -3807640.000000 Penalty: 2431.254639
	Iteration 0F: 2 clusters Score -3807640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3795914.000000 Penalty: 4862.509277
	Iteration 0F: 3 clusters Score -3795914 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3799982.750000 Penalty: 4862.509277
	Iteration 1F: 3 clusters Score -3799983 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3800321.750000 Penalty: 4862.509277
	Iteration 2F: 3 clusters Score -3800322 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3800598.500000 Penalty: 4862.509277
	Iteration 3Q: 3 clusters Score -3800598 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3800809.750000 Penalty: 4862.509277
	Iteration 4Q: 3 clusters Score -3800810 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3801023.000000 Penalty: 4862.509277
	Iteration 5Q: 3 clusters Score -3801023 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3801189.750000 Penalty: 4862.509277
	Iteration 6Q: 3 clusters Score -3801190 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3801372.250000 Penalty: 4862.509277
	Iteration 7Q: 3 clusters Score -3801372 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3801605.500000 Penalty: 4862.509277
	Iteration 8Q: 3 clusters Score -3801606 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3801861.750000 Penalty: 4862.509277
	Iteration 9Q: 3 clusters Score -3801862 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3802146.500000 Penalty: 4862.509277
	Iteration 10Q: 3 clusters Score -3802146 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3802478.500000 Penalty: 4862.509277
	Iteration 11Q: 3 clusters Score -3802478 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3802951.000000 Penalty: 4862.509277
	Iteration 12Q: 3 clusters Score -3802951 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3803544.500000 Penalty: 4862.509277
	Iteration 13Q: 3 clusters Score -3803544 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3804168.250000 Penalty: 4862.509277
	Iteration 14Q: 3 clusters Score -3804168 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3804677.250000 Penalty: 4862.509277
	Iteration 15Q: 3 clusters Score -3804677 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3804996.000000 Penalty: 4862.509277
	Iteration 16Q: 3 clusters Score -3804996 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3805170.250000 Penalty: 4862.509277
	Iteration 17Q: 3 clusters Score -3805170 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3805289.000000 Penalty: 4862.509277
	Iteration 18Q: 3 clusters Score -3805289 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3805363.750000 Penalty: 4862.509277
	Iteration 19Q: 3 clusters Score -3805364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3805383.250000 Penalty: 4862.509277
	Iteration 20F: 3 clusters Score -3805383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3805420.250000 Penalty: 4862.509277
	Iteration 21Q: 3 clusters Score -3805420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3805464.250000 Penalty: 4862.509277
	Iteration 22Q: 3 clusters Score -3805464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3805489.000000 Penalty: 4862.509277
	Iteration 23Q: 3 clusters Score -3805489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3805507.250000 Penalty: 4862.509277
	Iteration 24Q: 3 clusters Score -3805507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3805515.250000 Penalty: 4862.509277
	Iteration 25Q: 3 clusters Score -3805515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3805525.500000 Penalty: 4862.509277
	Iteration 26Q: 3 clusters Score -3805526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3805537.000000 Penalty: 4862.509277
	Iteration 27Q: 3 clusters Score -3805537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3805543.750000 Penalty: 4862.509277
	Iteration 28Q: 3 clusters Score -3805544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3805550.750000 Penalty: 4862.509277
	Iteration 29Q: 3 clusters Score -3805551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3805549.250000 Penalty: 4862.509277
	Iteration 30Q: 3 clusters Score -3805549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3805552.750000 Penalty: 4862.509277
	Iteration 31Q: 3 clusters Score -3805553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3805553.750000 Penalty: 4862.509277
	Iteration 32Q: 3 clusters Score -3805554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3805564.000000 Penalty: 4862.509277
	Iteration 33Q: 3 clusters Score -3805564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3805563.250000 Penalty: 4862.509277
	Iteration 34Q: 3 clusters Score -3805563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3805565.250000 Penalty: 4862.509277
	Iteration 35Q: 3 clusters Score -3805565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3805566.000000 Penalty: 4862.509277
	Iteration 36Q: 3 clusters Score -3805566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3805566.250000 Penalty: 4862.509277
	Iteration 37Q: 3 clusters Score -3805566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3805569.500000 Penalty: 4862.509277
	Iteration 38Q: 3 clusters Score -3805570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3805570.750000 Penalty: 4862.509277
	Iteration 39Q: 3 clusters Score -3805571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3805570.750000 Penalty: 4862.509277
	Iteration 40F: 3 clusters Score -3805571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -1329147.500000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -1329148 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 3618 members 
Entering Unmasked Estep 
Score: -1323211.000000 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -1323211 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1324933.000000 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -1324933 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1325466.000000 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -1325466 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1325902.750000 Penalty: 4410.871582
	Iteration 3F: 3 clusters Score -1325903 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1326277.125000 Penalty: 4410.871582
	Iteration 4F: 3 clusters Score -1326277 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1326629.125000 Penalty: 4410.871582
	Iteration 5F: 3 clusters Score -1326629 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1326998.625000 Penalty: 4410.871582
	Iteration 6F: 3 clusters Score -1326999 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1327274.750000 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -1327275 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1327454.625000 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -1327455 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1327570.875000 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -1327571 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1327658.375000 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -1327658 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1327724.875000 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -1327725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1327796.125000 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -1327796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1327852.000000 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -1327852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1327926.125000 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -1327926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1327989.375000 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -1327989 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1328043.875000 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -1328044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1328110.875000 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -1328111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1328184.250000 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -1328184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1328247.875000 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -1328248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1328310.750000 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -1328311 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1328372.125000 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -1328372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1328431.750000 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -1328432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1328481.125000 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -1328481 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1328527.625000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -1328528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1328547.875000 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -1328548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1328564.750000 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -1328565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1328573.125000 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -1328573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1328580.000000 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -1328580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1328584.125000 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -1328584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1328588.750000 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -1328589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1328588.875000 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -1328589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1328592.500000 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -1328592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1328589.875000 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -1328590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1328594.250000 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -1328594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1328593.750000 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -1328594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1328594.625000 Penalty: 4410.871582
	Iteration 36Q: 3 clusters Score -1328595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1328594.000000 Penalty: 4410.871582
	Iteration 37Q: 3 clusters Score -1328594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1328594.000000 Penalty: 4410.871582
	Iteration 38F: 3 clusters Score -1328594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Entering Unmasked Estep 
Score: -4949965.000000 Penalty: 2517.731445
	Iteration 0F: 2 clusters Score -4949965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4932278.500000 Penalty: 5035.462891
	Iteration 0F: 3 clusters Score -4932278 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4938692.500000 Penalty: 5035.462891
	Iteration 1F: 3 clusters Score -4938692 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -4939518.500000 Penalty: 5035.462891
	Iteration 2F: 3 clusters Score -4939518 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4940593.000000 Penalty: 5035.462891
	Iteration 3F: 3 clusters Score -4940593 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4942027.000000 Penalty: 5035.462891
	Iteration 4F: 3 clusters Score -4942027 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -4943792.500000 Penalty: 5035.462891
	Iteration 5F: 3 clusters Score -4943792 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4945823.500000 Penalty: 5035.462891
	Iteration 6F: 3 clusters Score -4945824 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -4947607.000000 Penalty: 5035.462891
	Iteration 7F: 3 clusters Score -4947607 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4948574.500000 Penalty: 5035.462891
	Iteration 8Q: 3 clusters Score -4948574 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -4948869.000000 Penalty: 5035.462891
	Iteration 9Q: 3 clusters Score -4948869 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4948945.000000 Penalty: 5035.462891
	Iteration 10Q: 3 clusters Score -4948945 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -4948989.000000 Penalty: 5035.462891
	Iteration 11Q: 3 clusters Score -4948989 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4949013.500000 Penalty: 5035.462891
	Iteration 12Q: 3 clusters Score -4949014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -4949034.500000 Penalty: 5035.462891
	Iteration 13Q: 3 clusters Score -4949034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4949019.000000 Penalty: 5035.462891
	Iteration 14Q: 3 clusters Score -4949019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4949038.500000 Penalty: 5035.462891
	Iteration 15Q: 3 clusters Score -4949038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4949045.500000 Penalty: 5035.462891
	Iteration 16Q: 3 clusters Score -4949046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4949053.000000 Penalty: 5035.462891
	Iteration 17Q: 3 clusters Score -4949053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4949056.000000 Penalty: 5035.462891
	Iteration 18Q: 3 clusters Score -4949056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4949060.000000 Penalty: 5035.462891
	Iteration 19Q: 3 clusters Score -4949060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -4949059.000000 Penalty: 5035.462891
	Iteration 20F: 3 clusters Score -4949059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4949058.500000 Penalty: 5035.462891
	Iteration 21Q: 3 clusters Score -4949058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -4949060.000000 Penalty: 5035.462891
	Iteration 22Q: 3 clusters Score -4949060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -4949058.000000 Penalty: 5035.462891
	Iteration 23Q: 3 clusters Score -4949058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -4949066.500000 Penalty: 5035.462891
	Iteration 24Q: 3 clusters Score -4949066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -4949059.500000 Penalty: 5035.462891
	Iteration 25Q: 3 clusters Score -4949060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4949057.000000 Penalty: 5035.462891
	Iteration 26Q: 3 clusters Score -4949057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -4949056.000000 Penalty: 5035.462891
	Iteration 27Q: 3 clusters Score -4949056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4949057.500000 Penalty: 5035.462891
	Iteration 28Q: 3 clusters Score -4949058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -4949057.500000 Penalty: 5035.462891
	Iteration 29Q: 3 clusters Score -4949058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4949064.000000 Penalty: 5035.462891
	Iteration 30Q: 3 clusters Score -4949064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4949052.500000 Penalty: 5035.462891
	Iteration 31Q: 3 clusters Score -4949052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4949058.000000 Penalty: 5035.462891
	Iteration 32Q: 3 clusters Score -4949058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4949057.000000 Penalty: 5035.462891
	Iteration 33Q: 3 clusters Score -4949057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4949057.000000 Penalty: 5035.462891
	Iteration 34Q: 3 clusters Score -4949057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4949059.500000 Penalty: 5035.462891
	Iteration 35Q: 3 clusters Score -4949060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -4949058.500000 Penalty: 5035.462891
	Iteration 36Q: 3 clusters Score -4949058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -4949057.000000 Penalty: 5035.462891
	Iteration 37Q: 3 clusters Score -4949057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4949055.500000 Penalty: 5035.462891
	Iteration 38Q: 3 clusters Score -4949056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4949056.500000 Penalty: 5035.462891
	Iteration 39Q: 3 clusters Score -4949056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4949056.500000 Penalty: 5035.462891
	Iteration 40F: 3 clusters Score -4949056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Entering Unmasked Estep 
Score: -8015741.500000 Penalty: 2635.290039
	Iteration 0F: 2 clusters Score -8015742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -7991868.000000 Penalty: 5270.580078
	Iteration 0F: 3 clusters Score -7991868 nChanged 18800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -8002293.500000 Penalty: 5270.580078
	Iteration 1F: 3 clusters Score -8002294 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -8002733.500000 Penalty: 5270.580078
	Iteration 2Q: 3 clusters Score -8002734 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -8003096.000000 Penalty: 5270.580078
	Iteration 3Q: 3 clusters Score -8003096 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -8003439.000000 Penalty: 5270.580078
	Iteration 4Q: 3 clusters Score -8003439 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -8003966.000000 Penalty: 5270.580078
	Iteration 5Q: 3 clusters Score -8003966 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -8004722.500000 Penalty: 5270.580078
	Iteration 6Q: 3 clusters Score -8004722 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -8005697.500000 Penalty: 5270.580078
	Iteration 7F: 3 clusters Score -8005698 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -8007138.500000 Penalty: 5270.580078
	Iteration 8F: 3 clusters Score -8007138 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -8008826.500000 Penalty: 5270.580078
	Iteration 9F: 3 clusters Score -8008826 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -8010501.000000 Penalty: 5270.580078
	Iteration 10F: 3 clusters Score -8010501 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8011723.000000 Penalty: 5270.580078
	Iteration 11F: 3 clusters Score -8011723 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8012388.000000 Penalty: 5270.580078
	Iteration 12Q: 3 clusters Score -8012388 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8012808.000000 Penalty: 5270.580078
	Iteration 13Q: 3 clusters Score -8012808 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8013044.500000 Penalty: 5270.580078
	Iteration 14Q: 3 clusters Score -8013044 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8013173.000000 Penalty: 5270.580078
	Iteration 15Q: 3 clusters Score -8013173 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8013273.000000 Penalty: 5270.580078
	Iteration 16Q: 3 clusters Score -8013273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8013337.000000 Penalty: 5270.580078
	Iteration 17Q: 3 clusters Score -8013337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8013362.000000 Penalty: 5270.580078
	Iteration 18Q: 3 clusters Score -8013362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8013381.000000 Penalty: 5270.580078
	Iteration 19Q: 3 clusters Score -8013381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8013388.500000 Penalty: 5270.580078
	Iteration 20F: 3 clusters Score -8013388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8013393.000000 Penalty: 5270.580078
	Iteration 21Q: 3 clusters Score -8013393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8013388.000000 Penalty: 5270.580078
	Iteration 22Q: 3 clusters Score -8013388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8013403.000000 Penalty: 5270.580078
	Iteration 23Q: 3 clusters Score -8013403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8013394.500000 Penalty: 5270.580078
	Iteration 24Q: 3 clusters Score -8013394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8013403.000000 Penalty: 5270.580078
	Iteration 25Q: 3 clusters Score -8013403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8013412.000000 Penalty: 5270.580078
	Iteration 26Q: 3 clusters Score -8013412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8013420.500000 Penalty: 5270.580078
	Iteration 27Q: 3 clusters Score -8013420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8013420.500000 Penalty: 5270.580078
	Iteration 28Q: 3 clusters Score -8013420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8013427.500000 Penalty: 5270.580078
	Iteration 29Q: 3 clusters Score -8013428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8013423.500000 Penalty: 5270.580078
	Iteration 30Q: 3 clusters Score -8013424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8013423.500000 Penalty: 5270.580078
	Iteration 31F: 3 clusters Score -8013424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Entering Unmasked Estep 
Score: -6046731.500000 Penalty: 2566.545654
	Iteration 0F: 2 clusters Score -6046732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -6026878.000000 Penalty: 5133.091309
	Iteration 0F: 3 clusters Score -6026878 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -6034591.000000 Penalty: 5133.091309
	Iteration 1F: 3 clusters Score -6034591 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -6035232.000000 Penalty: 5133.091309
	Iteration 2Q: 3 clusters Score -6035232 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -6036048.000000 Penalty: 5133.091309
	Iteration 3Q: 3 clusters Score -6036048 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -6036936.500000 Penalty: 5133.091309
	Iteration 4F: 3 clusters Score -6036936 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -6038008.500000 Penalty: 5133.091309
	Iteration 5F: 3 clusters Score -6038008 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -6039419.500000 Penalty: 5133.091309
	Iteration 6F: 3 clusters Score -6039420 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -6041081.000000 Penalty: 5133.091309
	Iteration 7F: 3 clusters Score -6041081 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -6042820.000000 Penalty: 5133.091309
	Iteration 8F: 3 clusters Score -6042820 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -6044064.500000 Penalty: 5133.091309
	Iteration 9F: 3 clusters Score -6044064 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -6044612.000000 Penalty: 5133.091309
	Iteration 10Q: 3 clusters Score -6044612 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -6044910.500000 Penalty: 5133.091309
	Iteration 11Q: 3 clusters Score -6044910 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -6045111.500000 Penalty: 5133.091309
	Iteration 12Q: 3 clusters Score -6045112 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -6045310.000000 Penalty: 5133.091309
	Iteration 13Q: 3 clusters Score -6045310 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -6045437.500000 Penalty: 5133.091309
	Iteration 14Q: 3 clusters Score -6045438 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -6045543.500000 Penalty: 5133.091309
	Iteration 15Q: 3 clusters Score -6045544 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -6045618.000000 Penalty: 5133.091309
	Iteration 16Q: 3 clusters Score -6045618 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -6045675.000000 Penalty: 5133.091309
	Iteration 17Q: 3 clusters Score -6045675 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -6045693.500000 Penalty: 5133.091309
	Iteration 18Q: 3 clusters Score -6045694 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -6045727.000000 Penalty: 5133.091309
	Iteration 19Q: 3 clusters Score -6045727 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -6045758.500000 Penalty: 5133.091309
	Iteration 20F: 3 clusters Score -6045758 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -6045798.500000 Penalty: 5133.091309
	Iteration 21Q: 3 clusters Score -6045798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -6045824.500000 Penalty: 5133.091309
	Iteration 22Q: 3 clusters Score -6045824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -6045819.000000 Penalty: 5133.091309
	Iteration 23Q: 3 clusters Score -6045819 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -6045829.000000 Penalty: 5133.091309
	Iteration 24Q: 3 clusters Score -6045829 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6045847.500000 Penalty: 5133.091309
	Iteration 25Q: 3 clusters Score -6045848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -6045866.500000 Penalty: 5133.091309
	Iteration 26Q: 3 clusters Score -6045866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -6045862.000000 Penalty: 5133.091309
	Iteration 27Q: 3 clusters Score -6045862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -6045860.500000 Penalty: 5133.091309
	Iteration 28Q: 3 clusters Score -6045860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -6045865.500000 Penalty: 5133.091309
	Iteration 29Q: 3 clusters Score -6045866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -6045874.000000 Penalty: 5133.091309
	Iteration 30Q: 3 clusters Score -6045874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -6045861.500000 Penalty: 5133.091309
	Iteration 31Q: 3 clusters Score -6045862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -6045857.000000 Penalty: 5133.091309
	Iteration 32Q: 3 clusters Score -6045857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -6045875.500000 Penalty: 5133.091309
	Iteration 33Q: 3 clusters Score -6045876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -6045882.000000 Penalty: 5133.091309
	Iteration 34Q: 3 clusters Score -6045882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -6045884.000000 Penalty: 5133.091309
	Iteration 35Q: 3 clusters Score -6045884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -6045883.500000 Penalty: 5133.091309
	Iteration 36Q: 3 clusters Score -6045884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -6045894.000000 Penalty: 5133.091309
	Iteration 37Q: 3 clusters Score -6045894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6045883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -6045887.000000 Penalty: 5133.091309
	Iteration 39Q: 3 clusters Score -6045887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -6045893.000000 Penalty: 5133.091309
	Iteration 40F: 3 clusters Score -6045893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -6045910.500000 Penalty: 5133.091309
	Iteration 41Q: 3 clusters Score -6045910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -6045906.500000 Penalty: 5133.091309
	Iteration 42Q: 3 clusters Score -6045906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -6045908.500000 Penalty: 5133.091309
	Iteration 43Q: 3 clusters Score -6045908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -6045906.000000 Penalty: 5133.091309
	Iteration 44Q: 3 clusters Score -6045906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -6045921.000000 Penalty: 5133.091309
	Iteration 45Q: 3 clusters Score -6045921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -6045920.500000 Penalty: 5133.091309
	Iteration 46Q: 3 clusters Score -6045920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -6045910.500000 Penalty: 5133.091309
	Iteration 47Q: 3 clusters Score -6045910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -6045907.500000 Penalty: 5133.091309
	Iteration 48Q: 3 clusters Score -6045908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -6045899.500000 Penalty: 5133.091309
	Iteration 49Q: 3 clusters Score -6045900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -6045886.000000 Penalty: 5133.091309
	Iteration 50Q: 3 clusters Score -6045886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -6045896.000000 Penalty: 5133.091309
	Iteration 51Q: 3 clusters Score -6045896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -6045903.500000 Penalty: 5133.091309
	Iteration 52Q: 3 clusters Score -6045904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -6045899.500000 Penalty: 5133.091309
	Iteration 53Q: 3 clusters Score -6045900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -6045887.500000 Penalty: 5133.091309
	Iteration 54Q: 3 clusters Score -6045888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -6045892.500000 Penalty: 5133.091309
	Iteration 55Q: 3 clusters Score -6045892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6045894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6045907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6045907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6045910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -6045917.500000 Penalty: 5133.091309
	Iteration 60F: 3 clusters Score -6045918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -6045925.500000 Penalty: 5133.091309
	Iteration 61Q: 3 clusters Score -6045926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -6045920.000000 Penalty: 5133.091309
	Iteration 62Q: 3 clusters Score -6045920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -6045922.000000 Penalty: 5133.091309
	Iteration 63Q: 3 clusters Score -6045922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -6045910.500000 Penalty: 5133.091309
	Iteration 64Q: 3 clusters Score -6045910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -6045922.500000 Penalty: 5133.091309
	Iteration 65Q: 3 clusters Score -6045922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -6045934.000000 Penalty: 5133.091309
	Iteration 66Q: 3 clusters Score -6045934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -6045946.500000 Penalty: 5133.091309
	Iteration 67Q: 3 clusters Score -6045946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -6045949.500000 Penalty: 5133.091309
	Iteration 68Q: 3 clusters Score -6045950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6045948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6045946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6045949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -6045952.000000 Penalty: 5133.091309
	Iteration 72Q: 3 clusters Score -6045952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6045951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6045960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6045957.000000 Penalty: 5133.091309
	Iteration 75Q: 3 clusters Score -6045957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6045958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -6045960.500000 Penalty: 5133.091309
	Iteration 77Q: 3 clusters Score -6045960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -6045954.000000 Penalty: 5133.091309
	Iteration 78Q: 3 clusters Score -6045954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -6045947.500000 Penalty: 5133.091309
	Iteration 79Q: 3 clusters Score -6045948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -6045949.000000 Penalty: 5133.091309
	Iteration 80F: 3 clusters Score -6045949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6045959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -6045967.500000 Penalty: 5133.091309
	Iteration 82Q: 3 clusters Score -6045968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -6045969.500000 Penalty: 5133.091309
	Iteration 83Q: 3 clusters Score -6045970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6045964.500000 Penalty: 5133.091309
	Iteration 84Q: 3 clusters Score -6045964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -6045967.000000 Penalty: 5133.091309
	Iteration 85Q: 3 clusters Score -6045967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -6045962.000000 Penalty: 5133.091309
	Iteration 86Q: 3 clusters Score -6045962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6045960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -6045972.500000 Penalty: 5133.091309
	Iteration 88Q: 3 clusters Score -6045972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -6045980.000000 Penalty: 5133.091309
	Iteration 89Q: 3 clusters Score -6045980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -6045959.500000 Penalty: 5133.091309
	Iteration 90Q: 3 clusters Score -6045960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -6045963.500000 Penalty: 5133.091309
	Iteration 91Q: 3 clusters Score -6045964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -6045976.500000 Penalty: 5133.091309
	Iteration 92Q: 3 clusters Score -6045976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -6045978.500000 Penalty: 5133.091309
	Iteration 93Q: 3 clusters Score -6045978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -6045960.500000 Penalty: 5133.091309
	Iteration 94Q: 3 clusters Score -6045960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6045960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -6045965.000000 Penalty: 5133.091309
	Iteration 96Q: 3 clusters Score -6045965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -6045980.500000 Penalty: 5133.091309
	Iteration 97Q: 3 clusters Score -6045980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -6045982.000000 Penalty: 5133.091309
	Iteration 98Q: 3 clusters Score -6045982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6045982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -6045995.000000 Penalty: 5133.091309
	Iteration 100F: 3 clusters Score -6045995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -6045992.000000 Penalty: 5133.091309
	Iteration 101Q: 3 clusters Score -6045992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -6045990.500000 Penalty: 5133.091309
	Iteration 102Q: 3 clusters Score -6045990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6045978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6045980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -6045981.500000 Penalty: 5133.091309
	Iteration 105Q: 3 clusters Score -6045982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6045982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -6045977.500000 Penalty: 5133.091309
	Iteration 107Q: 3 clusters Score -6045978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -6045986.000000 Penalty: 5133.091309
	Iteration 108Q: 3 clusters Score -6045986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6045992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6045996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -6046001.500000 Penalty: 5133.091309
	Iteration 111Q: 3 clusters Score -6046002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -6045994.500000 Penalty: 5133.091309
	Iteration 112Q: 3 clusters Score -6045994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6045993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6045992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -6045997.500000 Penalty: 5133.091309
	Iteration 115Q: 3 clusters Score -6045998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6045992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6045992 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6045992 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6045994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -6045995.500000 Penalty: 5133.091309
	Iteration 120F: 3 clusters Score -6045996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -6046002.000000 Penalty: 5133.091309
	Iteration 121Q: 3 clusters Score -6046002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -6046008.000000 Penalty: 5133.091309
	Iteration 122Q: 3 clusters Score -6046008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -6046016.000000 Penalty: 5133.091309
	Iteration 123Q: 3 clusters Score -6046016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -6046009.000000 Penalty: 5133.091309
	Iteration 124Q: 3 clusters Score -6046009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -6046010.500000 Penalty: 5133.091309
	Iteration 125Q: 3 clusters Score -6046010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -6046006.500000 Penalty: 5133.091309
	Iteration 126Q: 3 clusters Score -6046006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -6046018.500000 Penalty: 5133.091309
	Iteration 127Q: 3 clusters Score -6046018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -6046021.500000 Penalty: 5133.091309
	Iteration 128Q: 3 clusters Score -6046022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -6046014.000000 Penalty: 5133.091309
	Iteration 129Q: 3 clusters Score -6046014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -6046022.500000 Penalty: 5133.091309
	Iteration 130Q: 3 clusters Score -6046022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -6046019.500000 Penalty: 5133.091309
	Iteration 131Q: 3 clusters Score -6046020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -6046022.000000 Penalty: 5133.091309
	Iteration 132Q: 3 clusters Score -6046022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -6046011.500000 Penalty: 5133.091309
	Iteration 133Q: 3 clusters Score -6046012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -6046017.500000 Penalty: 5133.091309
	Iteration 134Q: 3 clusters Score -6046018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -6046022.000000 Penalty: 5133.091309
	Iteration 135Q: 3 clusters Score -6046022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -6046026.000000 Penalty: 5133.091309
	Iteration 136Q: 3 clusters Score -6046026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -6046027.500000 Penalty: 5133.091309
	Iteration 137Q: 3 clusters Score -6046028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -6046029.500000 Penalty: 5133.091309
	Iteration 138Q: 3 clusters Score -6046030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -6046030.500000 Penalty: 5133.091309
	Iteration 139Q: 3 clusters Score -6046030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -6046032.000000 Penalty: 5133.091309
	Iteration 140F: 3 clusters Score -6046032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -6046039.500000 Penalty: 5133.091309
	Iteration 141Q: 3 clusters Score -6046040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -6046036.000000 Penalty: 5133.091309
	Iteration 142Q: 3 clusters Score -6046036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -6046025.500000 Penalty: 5133.091309
	Iteration 143Q: 3 clusters Score -6046026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -6046028.000000 Penalty: 5133.091309
	Iteration 144Q: 3 clusters Score -6046028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -6046029.500000 Penalty: 5133.091309
	Iteration 145Q: 3 clusters Score -6046030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -6046029.500000 Penalty: 5133.091309
	Iteration 146Q: 3 clusters Score -6046030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -6046030.500000 Penalty: 5133.091309
	Iteration 147Q: 3 clusters Score -6046030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -6046023.000000 Penalty: 5133.091309
	Iteration 148Q: 3 clusters Score -6046023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -6046030.000000 Penalty: 5133.091309
	Iteration 149Q: 3 clusters Score -6046030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -6046021.500000 Penalty: 5133.091309
	Iteration 150Q: 3 clusters Score -6046022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -6046029.000000 Penalty: 5133.091309
	Iteration 151Q: 3 clusters Score -6046029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6046032.000000 Penalty: 5133.091309
	Iteration 152Q: 3 clusters Score -6046032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -6046023.000000 Penalty: 5133.091309
	Iteration 153Q: 3 clusters Score -6046023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -6046031.000000 Penalty: 5133.091309
	Iteration 154Q: 3 clusters Score -6046031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -6046038.000000 Penalty: 5133.091309
	Iteration 155Q: 3 clusters Score -6046038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -6046032.500000 Penalty: 5133.091309
	Iteration 156Q: 3 clusters Score -6046032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -6046023.000000 Penalty: 5133.091309
	Iteration 157Q: 3 clusters Score -6046023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -6046027.500000 Penalty: 5133.091309
	Iteration 158Q: 3 clusters Score -6046028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -6046027.500000 Penalty: 5133.091309
	Iteration 159Q: 3 clusters Score -6046028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -6046026.500000 Penalty: 5133.091309
	Iteration 160F: 3 clusters Score -6046026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -6046030.500000 Penalty: 5133.091309
	Iteration 161Q: 3 clusters Score -6046030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -6046033.000000 Penalty: 5133.091309
	Iteration 162Q: 3 clusters Score -6046033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -6046029.000000 Penalty: 5133.091309
	Iteration 163Q: 3 clusters Score -6046029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -6046035.500000 Penalty: 5133.091309
	Iteration 164Q: 3 clusters Score -6046036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -6046034.000000 Penalty: 5133.091309
	Iteration 165Q: 3 clusters Score -6046034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -6046033.500000 Penalty: 5133.091309
	Iteration 166Q: 3 clusters Score -6046034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -6046033.500000 Penalty: 5133.091309
	Iteration 167F: 3 clusters Score -6046034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -273697.843750 Penalty: 1824.357422
	Iteration 0F: 2 clusters Score -273697.8 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 798 members 
Entering Unmasked Estep 
Score: -271417.000000 Penalty: 3648.714844
	Iteration 0F: 3 clusters Score -271417 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -271941.250000 Penalty: 3648.714844
	Iteration 1F: 3 clusters Score -271941.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -272191.437500 Penalty: 3648.714844
	Iteration 2F: 3 clusters Score -272191.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -272406.593750 Penalty: 3648.714844
	Iteration 3F: 3 clusters Score -272406.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -272543.500000 Penalty: 3648.714844
	Iteration 4Q: 3 clusters Score -272543.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -272622.312500 Penalty: 3648.714844
	Iteration 5Q: 3 clusters Score -272622.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -272673.656250 Penalty: 3648.714844
	Iteration 6Q: 3 clusters Score -272673.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -272707.125000 Penalty: 3648.714844
	Iteration 7Q: 3 clusters Score -272707.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -272737.812500 Penalty: 3648.714844
	Iteration 8Q: 3 clusters Score -272737.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -272762.156250 Penalty: 3648.714844
	Iteration 9Q: 3 clusters Score -272762.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -272789.906250 Penalty: 3648.714844
	Iteration 10Q: 3 clusters Score -272789.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -272801.375000 Penalty: 3648.714844
	Iteration 11Q: 3 clusters Score -272801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -272805.437500 Penalty: 3648.714844
	Iteration 12Q: 3 clusters Score -272805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -272809.281250 Penalty: 3648.714844
	Iteration 13Q: 3 clusters Score -272809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -272811.406250 Penalty: 3648.714844
	Iteration 14Q: 3 clusters Score -272811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -272813.000000 Penalty: 3648.714844
	Iteration 15Q: 3 clusters Score -272813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -272815.000000 Penalty: 3648.714844
	Iteration 16Q: 3 clusters Score -272815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -272819.187500 Penalty: 3648.714844
	Iteration 17Q: 3 clusters Score -272819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -272820.468750 Penalty: 3648.714844
	Iteration 18Q: 3 clusters Score -272820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -272821.125000 Penalty: 3648.714844
	Iteration 19Q: 3 clusters Score -272821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -272825.812500 Penalty: 3648.714844
	Iteration 20F: 3 clusters Score -272825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -272844.156250 Penalty: 3648.714844
	Iteration 21Q: 3 clusters Score -272844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -272876.562500 Penalty: 3648.714844
	Iteration 22Q: 3 clusters Score -272876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -272899.156250 Penalty: 3648.714844
	Iteration 23Q: 3 clusters Score -272899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -272924.125000 Penalty: 3648.714844
	Iteration 24Q: 3 clusters Score -272924.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -272940.687500 Penalty: 3648.714844
	Iteration 25Q: 3 clusters Score -272940.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -272951.781250 Penalty: 3648.714844
	Iteration 26Q: 3 clusters Score -272951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -272958.937500 Penalty: 3648.714844
	Iteration 27Q: 3 clusters Score -272958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -272963.531250 Penalty: 3648.714844
	Iteration 28Q: 3 clusters Score -272963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -272964.343750 Penalty: 3648.714844
	Iteration 29Q: 3 clusters Score -272964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -272973.031250 Penalty: 3648.714844
	Iteration 30Q: 3 clusters Score -272973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -272973.937500 Penalty: 3648.714844
	Iteration 31Q: 3 clusters Score -272973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -272973.937500 Penalty: 3648.714844
	Iteration 32F: 3 clusters Score -272973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Entering Unmasked Estep 
Score: -3128688.250000 Penalty: 2394.573486
	Iteration 0F: 2 clusters Score -3128688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3117871.250000 Penalty: 4789.146973
	Iteration 0F: 3 clusters Score -3117871 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3121405.000000 Penalty: 4789.146973
	Iteration 1F: 3 clusters Score -3121405 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3121813.000000 Penalty: 4789.146973
	Iteration 2F: 3 clusters Score -3121813 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3122080.000000 Penalty: 4789.146973
	Iteration 3Q: 3 clusters Score -3122080 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3122289.500000 Penalty: 4789.146973
	Iteration 4Q: 3 clusters Score -3122290 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3122479.500000 Penalty: 4789.146973
	Iteration 5Q: 3 clusters Score -3122480 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3122676.250000 Penalty: 4789.146973
	Iteration 6Q: 3 clusters Score -3122676 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3122873.500000 Penalty: 4789.146973
	Iteration 7Q: 3 clusters Score -3122874 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3123044.500000 Penalty: 4789.146973
	Iteration 8Q: 3 clusters Score -3123044 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3123238.500000 Penalty: 4789.146973
	Iteration 9Q: 3 clusters Score -3123238 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3123465.500000 Penalty: 4789.146973
	Iteration 10Q: 3 clusters Score -3123466 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3123765.250000 Penalty: 4789.146973
	Iteration 11Q: 3 clusters Score -3123765 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3124113.750000 Penalty: 4789.146973
	Iteration 12Q: 3 clusters Score -3124114 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3124509.250000 Penalty: 4789.146973
	Iteration 13Q: 3 clusters Score -3124509 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3124882.000000 Penalty: 4789.146973
	Iteration 14Q: 3 clusters Score -3124882 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3125265.500000 Penalty: 4789.146973
	Iteration 15Q: 3 clusters Score -3125266 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3125573.500000 Penalty: 4789.146973
	Iteration 16Q: 3 clusters Score -3125574 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3125824.500000 Penalty: 4789.146973
	Iteration 17Q: 3 clusters Score -3125824 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3126045.250000 Penalty: 4789.146973
	Iteration 18Q: 3 clusters Score -3126045 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3126186.250000 Penalty: 4789.146973
	Iteration 19Q: 3 clusters Score -3126186 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3126287.750000 Penalty: 4789.146973
	Iteration 20F: 3 clusters Score -3126288 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3126364.500000 Penalty: 4789.146973
	Iteration 21Q: 3 clusters Score -3126364 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3126418.750000 Penalty: 4789.146973
	Iteration 22Q: 3 clusters Score -3126419 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3126455.000000 Penalty: 4789.146973
	Iteration 23Q: 3 clusters Score -3126455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3126493.500000 Penalty: 4789.146973
	Iteration 24Q: 3 clusters Score -3126494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3126523.000000 Penalty: 4789.146973
	Iteration 25Q: 3 clusters Score -3126523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3126568.250000 Penalty: 4789.146973
	Iteration 26Q: 3 clusters Score -3126568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3126597.500000 Penalty: 4789.146973
	Iteration 27Q: 3 clusters Score -3126598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3126609.250000 Penalty: 4789.146973
	Iteration 28Q: 3 clusters Score -3126609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3126624.500000 Penalty: 4789.146973
	Iteration 29Q: 3 clusters Score -3126624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3126636.000000 Penalty: 4789.146973
	Iteration 30Q: 3 clusters Score -3126636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3126648.000000 Penalty: 4789.146973
	Iteration 31Q: 3 clusters Score -3126648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3126653.750000 Penalty: 4789.146973
	Iteration 32Q: 3 clusters Score -3126654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3126657.500000 Penalty: 4789.146973
	Iteration 33Q: 3 clusters Score -3126658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3126659.750000 Penalty: 4789.146973
	Iteration 34Q: 3 clusters Score -3126660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3126660.000000 Penalty: 4789.146973
	Iteration 35Q: 3 clusters Score -3126660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3126667.750000 Penalty: 4789.146973
	Iteration 36Q: 3 clusters Score -3126668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3126667.750000 Penalty: 4789.146973
	Iteration 37F: 3 clusters Score -3126668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -26207.513672 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -26207.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25021.101562 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -25021.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25328.697266 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -25328.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25445.496094 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -25445.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25568.048828 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -25568.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25652.394531 Penalty: 2934.436279
	Iteration 4F: 3 clusters Score -25652.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25708.449219 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -25708.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25752.970703 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -25752.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25842.365234 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -25842.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25875.158203 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -25875.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25880.193359 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -25880.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25880.193359 Penalty: 2934.436279
	Iteration 10F: 3 clusters Score -25880.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -83679.796875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -83679.8 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 255 members 
Entering Unmasked Estep 
Score: -82189.398438 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -82189.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82394.539062 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -82394.54 nChanged 29
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: -82470.062500 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -82470.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82545.023438 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -82545.02 nChanged 22
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: -82642.968750 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -82642.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82755.796875 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -82755.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82877.242188 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -82877.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82979.484375 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -82979.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83048.125000 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -83048.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83094.421875 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -83094.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83127.921875 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -83127.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83176.632812 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -83176.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83220.640625 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -83220.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83267.976562 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -83267.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83278.125000 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -83278.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83281.851562 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -83281.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83287.554688 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -83287.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83287.554688 Penalty: 3075.452393
	Iteration 17F: 3 clusters Score -83287.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -201925.093750 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -201925.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -199979.328125 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -199979.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -200258.125000 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -200258.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -200342.093750 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -200342.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -200392.531250 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -200392.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -200416.593750 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -200416.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -200438.625000 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -200438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -200441.500000 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -200441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -200444.796875 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -200444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -200446.671875 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -200446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -200448.828125 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -200448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -200451.921875 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -200451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -200457.921875 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -200457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -200463.046875 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -200463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -200464.312500 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -200464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -200464.312500 Penalty: 3431.181885
	Iteration 14F: 3 clusters Score -200464.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -168440.359375 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -168440.4 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 457 members 
Entering Unmasked Estep 
Score: -166651.000000 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -166651 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -167071.578125 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -167071.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -167232.515625 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -167232.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -167330.656250 Penalty: 3409.602539
	Iteration 3Q: 3 clusters Score -167330.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -167439.718750 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -167439.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -167511.453125 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -167511.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -167591.703125 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -167591.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -167687.265625 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -167687.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -167769.015625 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -167769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -167813.640625 Penalty: 3409.602539
	Iteration 9Q: 3 clusters Score -167813.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -167846.937500 Penalty: 3409.602539
	Iteration 10Q: 3 clusters Score -167846.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -167870.843750 Penalty: 3409.602539
	Iteration 11Q: 3 clusters Score -167870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -167887.109375 Penalty: 3409.602539
	Iteration 12Q: 3 clusters Score -167887.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -167900.937500 Penalty: 3409.602539
	Iteration 13Q: 3 clusters Score -167900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -167921.000000 Penalty: 3409.602539
	Iteration 14Q: 3 clusters Score -167921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -167935.296875 Penalty: 3409.602539
	Iteration 15Q: 3 clusters Score -167935.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -167943.546875 Penalty: 3409.602539
	Iteration 16Q: 3 clusters Score -167943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -167944.921875 Penalty: 3409.602539
	Iteration 17Q: 3 clusters Score -167944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -167944.921875 Penalty: 3409.602539
	Iteration 18F: 3 clusters Score -167944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -1591517.375000 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -1591517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1585112.875000 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -1585113 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1586872.750000 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -1586873 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1587164.500000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -1587164 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1587361.625000 Penalty: 4457.215332
	Iteration 3F: 3 clusters Score -1587362 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1587521.125000 Penalty: 4457.215332
	Iteration 4Q: 3 clusters Score -1587521 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1587677.125000 Penalty: 4457.215332
	Iteration 5Q: 3 clusters Score -1587677 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1587809.875000 Penalty: 4457.215332
	Iteration 6Q: 3 clusters Score -1587810 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1587940.500000 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -1587940 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1588056.500000 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -1588056 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1588201.750000 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -1588202 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1588342.375000 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -1588342 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1588462.625000 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -1588463 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1588584.500000 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -1588584 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1588683.625000 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -1588684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1588767.000000 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -1588767 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1588855.250000 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -1588855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1588929.500000 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -1588930 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1588980.250000 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -1588980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1589015.875000 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -1589016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1589051.250000 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -1589051 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1589081.875000 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -1589082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1589106.000000 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -1589106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1589126.125000 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -1589126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1589143.500000 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -1589144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1589158.125000 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -1589158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1589164.250000 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -1589164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1589174.750000 Penalty: 4457.215332
	Iteration 26Q: 3 clusters Score -1589175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1589180.500000 Penalty: 4457.215332
	Iteration 27Q: 3 clusters Score -1589180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1589190.250000 Penalty: 4457.215332
	Iteration 28Q: 3 clusters Score -1589190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1589201.375000 Penalty: 4457.215332
	Iteration 29Q: 3 clusters Score -1589201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1589206.250000 Penalty: 4457.215332
	Iteration 30Q: 3 clusters Score -1589206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1589214.375000 Penalty: 4457.215332
	Iteration 31Q: 3 clusters Score -1589214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1589230.375000 Penalty: 4457.215332
	Iteration 32Q: 3 clusters Score -1589230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1589235.250000 Penalty: 4457.215332
	Iteration 33Q: 3 clusters Score -1589235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1589246.250000 Penalty: 4457.215332
	Iteration 34Q: 3 clusters Score -1589246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1589263.125000 Penalty: 4457.215332
	Iteration 35Q: 3 clusters Score -1589263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1589273.625000 Penalty: 4457.215332
	Iteration 36Q: 3 clusters Score -1589274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1589290.500000 Penalty: 4457.215332
	Iteration 37Q: 3 clusters Score -1589290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1589302.375000 Penalty: 4457.215332
	Iteration 38Q: 3 clusters Score -1589302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1589319.125000 Penalty: 4457.215332
	Iteration 39Q: 3 clusters Score -1589319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1589339.000000 Penalty: 4457.215332
	Iteration 40F: 3 clusters Score -1589339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1589354.875000 Penalty: 4457.215332
	Iteration 41Q: 3 clusters Score -1589355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1589375.875000 Penalty: 4457.215332
	Iteration 42Q: 3 clusters Score -1589376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1589388.125000 Penalty: 4457.215332
	Iteration 43Q: 3 clusters Score -1589388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1589405.500000 Penalty: 4457.215332
	Iteration 44Q: 3 clusters Score -1589406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1589420.125000 Penalty: 4457.215332
	Iteration 45Q: 3 clusters Score -1589420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1589430.125000 Penalty: 4457.215332
	Iteration 46Q: 3 clusters Score -1589430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1589445.500000 Penalty: 4457.215332
	Iteration 47Q: 3 clusters Score -1589446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1589454.625000 Penalty: 4457.215332
	Iteration 48Q: 3 clusters Score -1589455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1589460.000000 Penalty: 4457.215332
	Iteration 49Q: 3 clusters Score -1589460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1589468.500000 Penalty: 4457.215332
	Iteration 50Q: 3 clusters Score -1589468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1589479.750000 Penalty: 4457.215332
	Iteration 51Q: 3 clusters Score -1589480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1589486.875000 Penalty: 4457.215332
	Iteration 52Q: 3 clusters Score -1589487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1589500.125000 Penalty: 4457.215332
	Iteration 53Q: 3 clusters Score -1589500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1589513.750000 Penalty: 4457.215332
	Iteration 54Q: 3 clusters Score -1589514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1589525.000000 Penalty: 4457.215332
	Iteration 55Q: 3 clusters Score -1589525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1589533.375000 Penalty: 4457.215332
	Iteration 56Q: 3 clusters Score -1589533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1589545.875000 Penalty: 4457.215332
	Iteration 57Q: 3 clusters Score -1589546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1589551.875000 Penalty: 4457.215332
	Iteration 58Q: 3 clusters Score -1589552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1589565.750000 Penalty: 4457.215332
	Iteration 59Q: 3 clusters Score -1589566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1589578.500000 Penalty: 4457.215332
	Iteration 60F: 3 clusters Score -1589578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1589595.125000 Penalty: 4457.215332
	Iteration 61Q: 3 clusters Score -1589595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1589618.750000 Penalty: 4457.215332
	Iteration 62Q: 3 clusters Score -1589619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1589641.000000 Penalty: 4457.215332
	Iteration 63Q: 3 clusters Score -1589641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1589671.125000 Penalty: 4457.215332
	Iteration 64Q: 3 clusters Score -1589671 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1589689.125000 Penalty: 4457.215332
	Iteration 65Q: 3 clusters Score -1589689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1589708.750000 Penalty: 4457.215332
	Iteration 66Q: 3 clusters Score -1589709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1589720.625000 Penalty: 4457.215332
	Iteration 67Q: 3 clusters Score -1589721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1589735.750000 Penalty: 4457.215332
	Iteration 68Q: 3 clusters Score -1589736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1589753.750000 Penalty: 4457.215332
	Iteration 69Q: 3 clusters Score -1589754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1589763.000000 Penalty: 4457.215332
	Iteration 70Q: 3 clusters Score -1589763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1589779.125000 Penalty: 4457.215332
	Iteration 71Q: 3 clusters Score -1589779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1589796.125000 Penalty: 4457.215332
	Iteration 72Q: 3 clusters Score -1589796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1589813.000000 Penalty: 4457.215332
	Iteration 73Q: 3 clusters Score -1589813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1589818.750000 Penalty: 4457.215332
	Iteration 74Q: 3 clusters Score -1589819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1589823.000000 Penalty: 4457.215332
	Iteration 75Q: 3 clusters Score -1589823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1589832.250000 Penalty: 4457.215332
	Iteration 76Q: 3 clusters Score -1589832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1589836.750000 Penalty: 4457.215332
	Iteration 77Q: 3 clusters Score -1589837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1589844.000000 Penalty: 4457.215332
	Iteration 78Q: 3 clusters Score -1589844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1589850.375000 Penalty: 4457.215332
	Iteration 79Q: 3 clusters Score -1589850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1589858.625000 Penalty: 4457.215332
	Iteration 80F: 3 clusters Score -1589859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1589866.750000 Penalty: 4457.215332
	Iteration 81Q: 3 clusters Score -1589867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1589881.750000 Penalty: 4457.215332
	Iteration 82Q: 3 clusters Score -1589882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1589893.500000 Penalty: 4457.215332
	Iteration 83Q: 3 clusters Score -1589894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1589901.000000 Penalty: 4457.215332
	Iteration 84Q: 3 clusters Score -1589901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1589904.625000 Penalty: 4457.215332
	Iteration 85Q: 3 clusters Score -1589905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1589920.125000 Penalty: 4457.215332
	Iteration 86Q: 3 clusters Score -1589920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1589927.500000 Penalty: 4457.215332
	Iteration 87Q: 3 clusters Score -1589928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1589935.250000 Penalty: 4457.215332
	Iteration 88Q: 3 clusters Score -1589935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1589943.875000 Penalty: 4457.215332
	Iteration 89Q: 3 clusters Score -1589944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1589948.875000 Penalty: 4457.215332
	Iteration 90Q: 3 clusters Score -1589949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1589954.375000 Penalty: 4457.215332
	Iteration 91Q: 3 clusters Score -1589954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1589956.125000 Penalty: 4457.215332
	Iteration 92Q: 3 clusters Score -1589956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1589959.875000 Penalty: 4457.215332
	Iteration 93Q: 3 clusters Score -1589960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1589960.500000 Penalty: 4457.215332
	Iteration 94Q: 3 clusters Score -1589960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1589962.500000 Penalty: 4457.215332
	Iteration 95Q: 3 clusters Score -1589962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1589962.125000 Penalty: 4457.215332
	Iteration 96Q: 3 clusters Score -1589962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1589967.250000 Penalty: 4457.215332
	Iteration 97Q: 3 clusters Score -1589967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1589969.875000 Penalty: 4457.215332
	Iteration 98Q: 3 clusters Score -1589970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1589970.250000 Penalty: 4457.215332
	Iteration 99Q: 3 clusters Score -1589970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1589975.875000 Penalty: 4457.215332
	Iteration 100F: 3 clusters Score -1589976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1589979.500000 Penalty: 4457.215332
	Iteration 101Q: 3 clusters Score -1589980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1589979.500000 Penalty: 4457.215332
	Iteration 102Q: 3 clusters Score -1589980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1589979.250000 Penalty: 4457.215332
	Iteration 103Q: 3 clusters Score -1589979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1589981.250000 Penalty: 4457.215332
	Iteration 104Q: 3 clusters Score -1589981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1589981.250000 Penalty: 4457.215332
	Iteration 105Q: 3 clusters Score -1589981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1589982.750000 Penalty: 4457.215332
	Iteration 106Q: 3 clusters Score -1589983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1589981.125000 Penalty: 4457.215332
	Iteration 107Q: 3 clusters Score -1589981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1589982.000000 Penalty: 4457.215332
	Iteration 108Q: 3 clusters Score -1589982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1589982.000000 Penalty: 4457.215332
	Iteration 109F: 3 clusters Score -1589982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Entering Unmasked Estep 
Score: -5484813.000000 Penalty: 2546.754639
	Iteration 0F: 2 clusters Score -5484813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -5465239.000000 Penalty: 5093.509277
	Iteration 0F: 3 clusters Score -5465239 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5472257.000000 Penalty: 5093.509277
	Iteration 1F: 3 clusters Score -5472257 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -5472693.000000 Penalty: 5093.509277
	Iteration 2Q: 3 clusters Score -5472693 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -5473075.000000 Penalty: 5093.509277
	Iteration 3Q: 3 clusters Score -5473075 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5473415.500000 Penalty: 5093.509277
	Iteration 4Q: 3 clusters Score -5473416 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5473768.500000 Penalty: 5093.509277
	Iteration 5Q: 3 clusters Score -5473768 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5474137.000000 Penalty: 5093.509277
	Iteration 6Q: 3 clusters Score -5474137 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -5474573.500000 Penalty: 5093.509277
	Iteration 7Q: 3 clusters Score -5474574 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -5475102.000000 Penalty: 5093.509277
	Iteration 8Q: 3 clusters Score -5475102 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5475664.500000 Penalty: 5093.509277
	Iteration 9Q: 3 clusters Score -5475664 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -5476421.500000 Penalty: 5093.509277
	Iteration 10Q: 3 clusters Score -5476422 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -5477221.500000 Penalty: 5093.509277
	Iteration 11Q: 3 clusters Score -5477222 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5478051.000000 Penalty: 5093.509277
	Iteration 12Q: 3 clusters Score -5478051 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -5478772.500000 Penalty: 5093.509277
	Iteration 13Q: 3 clusters Score -5478772 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5479244.000000 Penalty: 5093.509277
	Iteration 14Q: 3 clusters Score -5479244 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5479631.000000 Penalty: 5093.509277
	Iteration 15Q: 3 clusters Score -5479631 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -5479894.500000 Penalty: 5093.509277
	Iteration 16Q: 3 clusters Score -5479894 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5480129.000000 Penalty: 5093.509277
	Iteration 17Q: 3 clusters Score -5480129 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -5480363.000000 Penalty: 5093.509277
	Iteration 18Q: 3 clusters Score -5480363 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5480570.500000 Penalty: 5093.509277
	Iteration 19Q: 3 clusters Score -5480570 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -5480768.500000 Penalty: 5093.509277
	Iteration 20F: 3 clusters Score -5480768 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -5480955.500000 Penalty: 5093.509277
	Iteration 21Q: 3 clusters Score -5480956 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -5481133.500000 Penalty: 5093.509277
	Iteration 22Q: 3 clusters Score -5481134 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -5481312.000000 Penalty: 5093.509277
	Iteration 23Q: 3 clusters Score -5481312 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -5481459.000000 Penalty: 5093.509277
	Iteration 24Q: 3 clusters Score -5481459 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5481575.500000 Penalty: 5093.509277
	Iteration 25Q: 3 clusters Score -5481576 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -5481699.500000 Penalty: 5093.509277
	Iteration 26Q: 3 clusters Score -5481700 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5481812.500000 Penalty: 5093.509277
	Iteration 27Q: 3 clusters Score -5481812 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -5481932.500000 Penalty: 5093.509277
	Iteration 28Q: 3 clusters Score -5481932 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -5482035.000000 Penalty: 5093.509277
	Iteration 29Q: 3 clusters Score -5482035 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5482122.000000 Penalty: 5093.509277
	Iteration 30Q: 3 clusters Score -5482122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -5482207.000000 Penalty: 5093.509277
	Iteration 31Q: 3 clusters Score -5482207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5482261.500000 Penalty: 5093.509277
	Iteration 32Q: 3 clusters Score -5482262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5482323.500000 Penalty: 5093.509277
	Iteration 33Q: 3 clusters Score -5482324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -5482344.500000 Penalty: 5093.509277
	Iteration 34Q: 3 clusters Score -5482344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -5482398.000000 Penalty: 5093.509277
	Iteration 35Q: 3 clusters Score -5482398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5482421.000000 Penalty: 5093.509277
	Iteration 36Q: 3 clusters Score -5482421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -5482435.500000 Penalty: 5093.509277
	Iteration 37Q: 3 clusters Score -5482436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5482462.000000 Penalty: 5093.509277
	Iteration 38Q: 3 clusters Score -5482462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5482475.000000 Penalty: 5093.509277
	Iteration 39Q: 3 clusters Score -5482475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -5482488.500000 Penalty: 5093.509277
	Iteration 40F: 3 clusters Score -5482488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5482499.500000 Penalty: 5093.509277
	Iteration 41Q: 3 clusters Score -5482500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -5482513.000000 Penalty: 5093.509277
	Iteration 42Q: 3 clusters Score -5482513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -5482514.500000 Penalty: 5093.509277
	Iteration 43Q: 3 clusters Score -5482514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -5482516.500000 Penalty: 5093.509277
	Iteration 44Q: 3 clusters Score -5482516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5482521.500000 Penalty: 5093.509277
	Iteration 45Q: 3 clusters Score -5482522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -5482525.500000 Penalty: 5093.509277
	Iteration 46Q: 3 clusters Score -5482526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5482534.500000 Penalty: 5093.509277
	Iteration 47Q: 3 clusters Score -5482534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -5482533.000000 Penalty: 5093.509277
	Iteration 48Q: 3 clusters Score -5482533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5482538.500000 Penalty: 5093.509277
	Iteration 49Q: 3 clusters Score -5482538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -5482537.000000 Penalty: 5093.509277
	Iteration 50Q: 3 clusters Score -5482537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5482547.000000 Penalty: 5093.509277
	Iteration 51Q: 3 clusters Score -5482547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -5482555.500000 Penalty: 5093.509277
	Iteration 52Q: 3 clusters Score -5482556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -5482558.000000 Penalty: 5093.509277
	Iteration 53Q: 3 clusters Score -5482558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -5482555.000000 Penalty: 5093.509277
	Iteration 54Q: 3 clusters Score -5482555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -5482552.500000 Penalty: 5093.509277
	Iteration 55Q: 3 clusters Score -5482552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -5482552.500000 Penalty: 5093.509277
	Iteration 56F: 3 clusters Score -5482552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -107938.906250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -107938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106301.109375 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -106301.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106540.898438 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -106540.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106589.539062 Penalty: 3193.917725
	Iteration 2Q: 3 clusters Score -106589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106616.000000 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -106616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106630.968750 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -106631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106641.015625 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -106641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106645.281250 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -106645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106645.992188 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -106646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106647.835938 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -106647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106648.492188 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -106648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106651.257812 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -106651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106652.460938 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -106652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106652.460938 Penalty: 3193.917725
	Iteration 12F: 3 clusters Score -106652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -44703.437500 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -44703.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43528.406250 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -43528.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -43622.804688 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -43622.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43667.671875 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -43667.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43692.152344 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -43692.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -43699.332031 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -43699.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -43723.707031 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -43723.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -43744.191406 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -43744.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -43748.414062 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -43748.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -43748.414062 Penalty: 2773.129639
	Iteration 8F: 3 clusters Score -43748.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Entering Unmasked Estep 
Score: -2514376.250000 Penalty: 2331.294678
	Iteration 0F: 2 clusters Score -2514376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2505366.000000 Penalty: 4662.589355
	Iteration 0F: 3 clusters Score -2505366 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2507985.000000 Penalty: 4662.589355
	Iteration 1F: 3 clusters Score -2507985 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2508266.750000 Penalty: 4662.589355
	Iteration 2F: 3 clusters Score -2508267 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2508439.500000 Penalty: 4662.589355
	Iteration 3Q: 3 clusters Score -2508440 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2508582.500000 Penalty: 4662.589355
	Iteration 4Q: 3 clusters Score -2508582 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2508712.750000 Penalty: 4662.589355
	Iteration 5Q: 3 clusters Score -2508713 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2508824.000000 Penalty: 4662.589355
	Iteration 6Q: 3 clusters Score -2508824 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2508931.250000 Penalty: 4662.589355
	Iteration 7Q: 3 clusters Score -2508931 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2509057.000000 Penalty: 4662.589355
	Iteration 8Q: 3 clusters Score -2509057 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2509194.000000 Penalty: 4662.589355
	Iteration 9Q: 3 clusters Score -2509194 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2509339.000000 Penalty: 4662.589355
	Iteration 10Q: 3 clusters Score -2509339 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2509522.000000 Penalty: 4662.589355
	Iteration 11Q: 3 clusters Score -2509522 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2509754.750000 Penalty: 4662.589355
	Iteration 12Q: 3 clusters Score -2509755 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2510028.750000 Penalty: 4662.589355
	Iteration 13Q: 3 clusters Score -2510029 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2510368.750000 Penalty: 4662.589355
	Iteration 14Q: 3 clusters Score -2510369 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2510724.750000 Penalty: 4662.589355
	Iteration 15Q: 3 clusters Score -2510725 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2511015.750000 Penalty: 4662.589355
	Iteration 16Q: 3 clusters Score -2511016 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2511253.500000 Penalty: 4662.589355
	Iteration 17Q: 3 clusters Score -2511254 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2511430.000000 Penalty: 4662.589355
	Iteration 18Q: 3 clusters Score -2511430 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2511587.750000 Penalty: 4662.589355
	Iteration 19Q: 3 clusters Score -2511588 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2511709.000000 Penalty: 4662.589355
	Iteration 20F: 3 clusters Score -2511709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2511797.750000 Penalty: 4662.589355
	Iteration 21Q: 3 clusters Score -2511798 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2511878.250000 Penalty: 4662.589355
	Iteration 22Q: 3 clusters Score -2511878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2511929.000000 Penalty: 4662.589355
	Iteration 23Q: 3 clusters Score -2511929 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2511985.750000 Penalty: 4662.589355
	Iteration 24Q: 3 clusters Score -2511986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2512028.000000 Penalty: 4662.589355
	Iteration 25Q: 3 clusters Score -2512028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2512065.250000 Penalty: 4662.589355
	Iteration 26Q: 3 clusters Score -2512065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2512105.250000 Penalty: 4662.589355
	Iteration 27Q: 3 clusters Score -2512105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2512133.000000 Penalty: 4662.589355
	Iteration 28Q: 3 clusters Score -2512133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2512160.000000 Penalty: 4662.589355
	Iteration 29Q: 3 clusters Score -2512160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2512203.750000 Penalty: 4662.589355
	Iteration 30Q: 3 clusters Score -2512204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2512234.750000 Penalty: 4662.589355
	Iteration 31Q: 3 clusters Score -2512235 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2512279.250000 Penalty: 4662.589355
	Iteration 32Q: 3 clusters Score -2512279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2512321.000000 Penalty: 4662.589355
	Iteration 33Q: 3 clusters Score -2512321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2512350.750000 Penalty: 4662.589355
	Iteration 34Q: 3 clusters Score -2512351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2512375.250000 Penalty: 4662.589355
	Iteration 35Q: 3 clusters Score -2512375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2512396.500000 Penalty: 4662.589355
	Iteration 36Q: 3 clusters Score -2512396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2512413.750000 Penalty: 4662.589355
	Iteration 37Q: 3 clusters Score -2512414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2512427.000000 Penalty: 4662.589355
	Iteration 38Q: 3 clusters Score -2512427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2512437.500000 Penalty: 4662.589355
	Iteration 39Q: 3 clusters Score -2512438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2512441.250000 Penalty: 4662.589355
	Iteration 40F: 3 clusters Score -2512441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2512453.250000 Penalty: 4662.589355
	Iteration 41Q: 3 clusters Score -2512453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2512467.000000 Penalty: 4662.589355
	Iteration 42Q: 3 clusters Score -2512467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2512481.000000 Penalty: 4662.589355
	Iteration 43Q: 3 clusters Score -2512481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2512490.250000 Penalty: 4662.589355
	Iteration 44Q: 3 clusters Score -2512490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2512496.500000 Penalty: 4662.589355
	Iteration 45Q: 3 clusters Score -2512496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2512503.000000 Penalty: 4662.589355
	Iteration 46Q: 3 clusters Score -2512503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2512516.250000 Penalty: 4662.589355
	Iteration 47Q: 3 clusters Score -2512516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2512520.750000 Penalty: 4662.589355
	Iteration 48Q: 3 clusters Score -2512521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2512526.000000 Penalty: 4662.589355
	Iteration 49Q: 3 clusters Score -2512526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2512530.250000 Penalty: 4662.589355
	Iteration 50Q: 3 clusters Score -2512530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2512535.000000 Penalty: 4662.589355
	Iteration 51Q: 3 clusters Score -2512535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2512542.500000 Penalty: 4662.589355
	Iteration 52Q: 3 clusters Score -2512542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2512545.250000 Penalty: 4662.589355
	Iteration 53Q: 3 clusters Score -2512545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2512547.500000 Penalty: 4662.589355
	Iteration 54Q: 3 clusters Score -2512548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2512551.750000 Penalty: 4662.589355
	Iteration 55Q: 3 clusters Score -2512552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2512551.500000 Penalty: 4662.589355
	Iteration 56Q: 3 clusters Score -2512552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2512549.000000 Penalty: 4662.589355
	Iteration 57Q: 3 clusters Score -2512549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2512550.750000 Penalty: 4662.589355
	Iteration 58Q: 3 clusters Score -2512551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2512550.750000 Penalty: 4662.589355
	Iteration 59Q: 3 clusters Score -2512551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2512556.750000 Penalty: 4662.589355
	Iteration 60F: 3 clusters Score -2512557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2512559.500000 Penalty: 4662.589355
	Iteration 61Q: 3 clusters Score -2512560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2512559.250000 Penalty: 4662.589355
	Iteration 62Q: 3 clusters Score -2512559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2512560.000000 Penalty: 4662.589355
	Iteration 63Q: 3 clusters Score -2512560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2512560.000000 Penalty: 4662.589355
	Iteration 64F: 3 clusters Score -2512560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Entering Unmasked Estep 
Score: -3546004.000000 Penalty: 2413.459229
	Iteration 0F: 2 clusters Score -3546004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3534741.750000 Penalty: 4826.918457
	Iteration 0F: 3 clusters Score -3534742 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3538616.500000 Penalty: 4826.918457
	Iteration 1F: 3 clusters Score -3538616 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3538998.250000 Penalty: 4826.918457
	Iteration 2F: 3 clusters Score -3538998 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3539281.250000 Penalty: 4826.918457
	Iteration 3Q: 3 clusters Score -3539281 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3539515.250000 Penalty: 4826.918457
	Iteration 4Q: 3 clusters Score -3539515 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3539746.000000 Penalty: 4826.918457
	Iteration 5Q: 3 clusters Score -3539746 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3540023.750000 Penalty: 4826.918457
	Iteration 6Q: 3 clusters Score -3540024 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3540411.500000 Penalty: 4826.918457
	Iteration 7Q: 3 clusters Score -3540412 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3540929.000000 Penalty: 4826.918457
	Iteration 8F: 3 clusters Score -3540929 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3541534.250000 Penalty: 4826.918457
	Iteration 9F: 3 clusters Score -3541534 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3542144.000000 Penalty: 4826.918457
	Iteration 10F: 3 clusters Score -3542144 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3542682.000000 Penalty: 4826.918457
	Iteration 11F: 3 clusters Score -3542682 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3543143.750000 Penalty: 4826.918457
	Iteration 12Q: 3 clusters Score -3543144 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3543495.750000 Penalty: 4826.918457
	Iteration 13Q: 3 clusters Score -3543496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3543658.500000 Penalty: 4826.918457
	Iteration 14Q: 3 clusters Score -3543658 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3543759.000000 Penalty: 4826.918457
	Iteration 15Q: 3 clusters Score -3543759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3543824.750000 Penalty: 4826.918457
	Iteration 16Q: 3 clusters Score -3543825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3543890.500000 Penalty: 4826.918457
	Iteration 17Q: 3 clusters Score -3543890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3543925.000000 Penalty: 4826.918457
	Iteration 18Q: 3 clusters Score -3543925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3543930.000000 Penalty: 4826.918457
	Iteration 19Q: 3 clusters Score -3543930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3543936.250000 Penalty: 4826.918457
	Iteration 20F: 3 clusters Score -3543936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3543951.250000 Penalty: 4826.918457
	Iteration 21Q: 3 clusters Score -3543951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3543961.000000 Penalty: 4826.918457
	Iteration 22Q: 3 clusters Score -3543961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3543959.250000 Penalty: 4826.918457
	Iteration 23Q: 3 clusters Score -3543959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3543959.250000 Penalty: 4826.918457
	Iteration 24F: 3 clusters Score -3543959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Entering Unmasked Estep 
Score: -928395.937500 Penalty: 2104.761230
	Iteration 0F: 2 clusters Score -928395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -923935.875000 Penalty: 4209.522461
	Iteration 0F: 3 clusters Score -923935.9 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -925014.625000 Penalty: 4209.522461
	Iteration 1F: 3 clusters Score -925014.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -925257.562500 Penalty: 4209.522461
	Iteration 2F: 3 clusters Score -925257.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -925438.875000 Penalty: 4209.522461
	Iteration 3F: 3 clusters Score -925438.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -925596.937500 Penalty: 4209.522461
	Iteration 4Q: 3 clusters Score -925596.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -925775.687500 Penalty: 4209.522461
	Iteration 5Q: 3 clusters Score -925775.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -925938.562500 Penalty: 4209.522461
	Iteration 6Q: 3 clusters Score -925938.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -926094.937500 Penalty: 4209.522461
	Iteration 7Q: 3 clusters Score -926094.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -926308.937500 Penalty: 4209.522461
	Iteration 8Q: 3 clusters Score -926308.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -926493.500000 Penalty: 4209.522461
	Iteration 9Q: 3 clusters Score -926493.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -926664.437500 Penalty: 4209.522461
	Iteration 10Q: 3 clusters Score -926664.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -926820.875000 Penalty: 4209.522461
	Iteration 11Q: 3 clusters Score -926820.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -926930.687500 Penalty: 4209.522461
	Iteration 12Q: 3 clusters Score -926930.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -927034.125000 Penalty: 4209.522461
	Iteration 13Q: 3 clusters Score -927034.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -927100.937500 Penalty: 4209.522461
	Iteration 14Q: 3 clusters Score -927100.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -927162.187500 Penalty: 4209.522461
	Iteration 15Q: 3 clusters Score -927162.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -927221.250000 Penalty: 4209.522461
	Iteration 16Q: 3 clusters Score -927221.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -927264.687500 Penalty: 4209.522461
	Iteration 17Q: 3 clusters Score -927264.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -927309.500000 Penalty: 4209.522461
	Iteration 18Q: 3 clusters Score -927309.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -927343.125000 Penalty: 4209.522461
	Iteration 19Q: 3 clusters Score -927343.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -927387.062500 Penalty: 4209.522461
	Iteration 20F: 3 clusters Score -927387.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -927436.250000 Penalty: 4209.522461
	Iteration 21Q: 3 clusters Score -927436.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -927483.625000 Penalty: 4209.522461
	Iteration 22Q: 3 clusters Score -927483.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -927529.125000 Penalty: 4209.522461
	Iteration 23Q: 3 clusters Score -927529.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -927572.375000 Penalty: 4209.522461
	Iteration 24Q: 3 clusters Score -927572.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -927608.187500 Penalty: 4209.522461
	Iteration 25Q: 3 clusters Score -927608.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -927646.312500 Penalty: 4209.522461
	Iteration 26Q: 3 clusters Score -927646.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -927677.375000 Penalty: 4209.522461
	Iteration 27Q: 3 clusters Score -927677.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -927698.750000 Penalty: 4209.522461
	Iteration 28Q: 3 clusters Score -927698.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -927710.500000 Penalty: 4209.522461
	Iteration 29Q: 3 clusters Score -927710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -927717.625000 Penalty: 4209.522461
	Iteration 30Q: 3 clusters Score -927717.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -927719.062500 Penalty: 4209.522461
	Iteration 31Q: 3 clusters Score -927719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -927721.250000 Penalty: 4209.522461
	Iteration 32Q: 3 clusters Score -927721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -927721.250000 Penalty: 4209.522461
	Iteration 33F: 3 clusters Score -927721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (35734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Entering Unmasked Estep 
Score: -6936532.000000 Penalty: 2599.996826
	Iteration 0F: 2 clusters Score -6936532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -6914190.500000 Penalty: 5199.993652
	Iteration 0F: 3 clusters Score -6914190 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -6923050.500000 Penalty: 5199.993652
	Iteration 1F: 3 clusters Score -6923050 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -6923529.500000 Penalty: 5199.993652
	Iteration 2Q: 3 clusters Score -6923530 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6923975.500000 Penalty: 5199.993652
	Iteration 3Q: 3 clusters Score -6923976 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -6924640.500000 Penalty: 5199.993652
	Iteration 4Q: 3 clusters Score -6924640 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -6925530.000000 Penalty: 5199.993652
	Iteration 5F: 3 clusters Score -6925530 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -6926831.500000 Penalty: 5199.993652
	Iteration 6F: 3 clusters Score -6926832 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -6928641.000000 Penalty: 5199.993652
	Iteration 7F: 3 clusters Score -6928641 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -6930647.500000 Penalty: 5199.993652
	Iteration 8F: 3 clusters Score -6930648 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -6932250.000000 Penalty: 5199.993652
	Iteration 9F: 3 clusters Score -6932250 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6933253.000000 Penalty: 5199.993652
	Iteration 10Q: 3 clusters Score -6933253 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6933844.500000 Penalty: 5199.993652
	Iteration 11Q: 3 clusters Score -6933844 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6934135.000000 Penalty: 5199.993652
	Iteration 12Q: 3 clusters Score -6934135 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6934235.000000 Penalty: 5199.993652
	Iteration 13Q: 3 clusters Score -6934235 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6934317.500000 Penalty: 5199.993652
	Iteration 14Q: 3 clusters Score -6934318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6934362.000000 Penalty: 5199.993652
	Iteration 15Q: 3 clusters Score -6934362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6934379.000000 Penalty: 5199.993652
	Iteration 16Q: 3 clusters Score -6934379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6934387.000000 Penalty: 5199.993652
	Iteration 17Q: 3 clusters Score -6934387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6934396.500000 Penalty: 5199.993652
	Iteration 18Q: 3 clusters Score -6934396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6934396.500000 Penalty: 5199.993652
	Iteration 19Q: 3 clusters Score -6934396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6934396.000000 Penalty: 5199.993652
	Iteration 20F: 3 clusters Score -6934396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (34429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Entering Unmasked Estep 
Score: -6708410.500000 Penalty: 2590.770264
	Iteration 0F: 2 clusters Score -6708410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -6686985.500000 Penalty: 5181.540527
	Iteration 0F: 3 clusters Score -6686986 nChanged 15652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -6695367.000000 Penalty: 5181.540527
	Iteration 1F: 3 clusters Score -6695367 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -6695816.000000 Penalty: 5181.540527
	Iteration 2Q: 3 clusters Score -6695816 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -6696169.500000 Penalty: 5181.540527
	Iteration 3Q: 3 clusters Score -6696170 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -6696542.000000 Penalty: 5181.540527
	Iteration 4Q: 3 clusters Score -6696542 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -6696770.000000 Penalty: 5181.540527
	Iteration 5Q: 3 clusters Score -6696770 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6697170.500000 Penalty: 5181.540527
	Iteration 6Q: 3 clusters Score -6697170 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -6697694.000000 Penalty: 5181.540527
	Iteration 7Q: 3 clusters Score -6697694 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -6698659.000000 Penalty: 5181.540527
	Iteration 8Q: 3 clusters Score -6698659 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -6700300.000000 Penalty: 5181.540527
	Iteration 9F: 3 clusters Score -6700300 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -6702537.000000 Penalty: 5181.540527
	Iteration 10F: 3 clusters Score -6702537 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -6704544.500000 Penalty: 5181.540527
	Iteration 11F: 3 clusters Score -6704544 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -6705706.500000 Penalty: 5181.540527
	Iteration 12Q: 3 clusters Score -6705706 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -6706585.000000 Penalty: 5181.540527
	Iteration 13Q: 3 clusters Score -6706585 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -6706915.500000 Penalty: 5181.540527
	Iteration 14Q: 3 clusters Score -6706916 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -6707233.000000 Penalty: 5181.540527
	Iteration 15Q: 3 clusters Score -6707233 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -6707401.000000 Penalty: 5181.540527
	Iteration 16Q: 3 clusters Score -6707401 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -6707461.500000 Penalty: 5181.540527
	Iteration 17Q: 3 clusters Score -6707462 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -6707490.500000 Penalty: 5181.540527
	Iteration 18Q: 3 clusters Score -6707490 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -6707548.000000 Penalty: 5181.540527
	Iteration 19Q: 3 clusters Score -6707548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -6707574.500000 Penalty: 5181.540527
	Iteration 20F: 3 clusters Score -6707574 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -6707556.500000 Penalty: 5181.540527
	Iteration 21Q: 3 clusters Score -6707556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -6707572.000000 Penalty: 5181.540527
	Iteration 22Q: 3 clusters Score -6707572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -6707575.500000 Penalty: 5181.540527
	Iteration 23Q: 3 clusters Score -6707576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -6707582.500000 Penalty: 5181.540527
	Iteration 24Q: 3 clusters Score -6707582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -6707564.000000 Penalty: 5181.540527
	Iteration 25Q: 3 clusters Score -6707564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -6707577.000000 Penalty: 5181.540527
	Iteration 26Q: 3 clusters Score -6707577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -6707569.500000 Penalty: 5181.540527
	Iteration 27Q: 3 clusters Score -6707570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -6707567.500000 Penalty: 5181.540527
	Iteration 28Q: 3 clusters Score -6707568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -6707581.500000 Penalty: 5181.540527
	Iteration 29Q: 3 clusters Score -6707582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -6707573.000000 Penalty: 5181.540527
	Iteration 30Q: 3 clusters Score -6707573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -6707583.500000 Penalty: 5181.540527
	Iteration 31Q: 3 clusters Score -6707584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6707570.500000 Penalty: 5181.540527
	Iteration 32Q: 3 clusters Score -6707570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6707569.500000 Penalty: 5181.540527
	Iteration 33Q: 3 clusters Score -6707570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -6707574.000000 Penalty: 5181.540527
	Iteration 34Q: 3 clusters Score -6707574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -6707574.000000 Penalty: 5181.540527
	Iteration 35F: 3 clusters Score -6707574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Entering Unmasked Estep 
Score: -7431578.500000 Penalty: 2616.637451
	Iteration 0F: 2 clusters Score -7431578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -7409235.000000 Penalty: 5233.274902
	Iteration 0F: 3 clusters Score -7409235 nChanged 17595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -7418716.500000 Penalty: 5233.274902
	Iteration 1F: 3 clusters Score -7418716 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -7419256.000000 Penalty: 5233.274902
	Iteration 2Q: 3 clusters Score -7419256 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -7419835.500000 Penalty: 5233.274902
	Iteration 3Q: 3 clusters Score -7419836 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -7420567.000000 Penalty: 5233.274902
	Iteration 4Q: 3 clusters Score -7420567 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -7421538.000000 Penalty: 5233.274902
	Iteration 5F: 3 clusters Score -7421538 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -7422889.000000 Penalty: 5233.274902
	Iteration 6F: 3 clusters Score -7422889 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7424519.000000 Penalty: 5233.274902
	Iteration 7F: 3 clusters Score -7424519 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -7425919.500000 Penalty: 5233.274902
	Iteration 8F: 3 clusters Score -7425920 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -7426888.500000 Penalty: 5233.274902
	Iteration 9F: 3 clusters Score -7426888 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -7427685.000000 Penalty: 5233.274902
	Iteration 10Q: 3 clusters Score -7427685 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7428200.500000 Penalty: 5233.274902
	Iteration 11Q: 3 clusters Score -7428200 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -7428606.500000 Penalty: 5233.274902
	Iteration 12Q: 3 clusters Score -7428606 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -7428813.500000 Penalty: 5233.274902
	Iteration 13Q: 3 clusters Score -7428814 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -7428966.000000 Penalty: 5233.274902
	Iteration 14Q: 3 clusters Score -7428966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -7429040.000000 Penalty: 5233.274902
	Iteration 15Q: 3 clusters Score -7429040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -7429093.000000 Penalty: 5233.274902
	Iteration 16Q: 3 clusters Score -7429093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -7429146.500000 Penalty: 5233.274902
	Iteration 17Q: 3 clusters Score -7429146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7429189.500000 Penalty: 5233.274902
	Iteration 18Q: 3 clusters Score -7429190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -7429219.500000 Penalty: 5233.274902
	Iteration 19Q: 3 clusters Score -7429220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -7429240.000000 Penalty: 5233.274902
	Iteration 20F: 3 clusters Score -7429240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7429251.000000 Penalty: 5233.274902
	Iteration 21Q: 3 clusters Score -7429251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -7429245.000000 Penalty: 5233.274902
	Iteration 22Q: 3 clusters Score -7429245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7429240.500000 Penalty: 5233.274902
	Iteration 23Q: 3 clusters Score -7429240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -7429243.500000 Penalty: 5233.274902
	Iteration 24Q: 3 clusters Score -7429244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -7429257.000000 Penalty: 5233.274902
	Iteration 25Q: 3 clusters Score -7429257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7429256.000000 Penalty: 5233.274902
	Iteration 26Q: 3 clusters Score -7429256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7429254.500000 Penalty: 5233.274902
	Iteration 27Q: 3 clusters Score -7429254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7429256.000000 Penalty: 5233.274902
	Iteration 28Q: 3 clusters Score -7429256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7429256.000000 Penalty: 5233.274902
	Iteration 29F: 3 clusters Score -7429256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -34373.386719 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -34373.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33296.585938 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -33296.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33525.937500 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -33525.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33601.355469 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -33601.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33640.941406 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -33640.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33695.742188 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -33695.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33723.105469 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -33723.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33768.589844 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -33768.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33773.929688 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -33773.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33773.929688 Penalty: 2773.129639
	Iteration 8F: 3 clusters Score -33773.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -44569.496094 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -44569.5 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 235 members 
Entering Unmasked Estep 
Score: -43285.789062 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -43285.79 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43821.105469 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -43821.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44314.101562 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -44314.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44553.867188 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -44553.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44619.277344 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44619.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44660.109375 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44660.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44671.363281 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -44671.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44671.363281 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -44671.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 43476 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 204 members 
Entering Unmasked Estep 
Score: -161344480.000000 Penalty: 226638.109375
Splitting cluster 38 changes total score from -161346272.000000 to -161344480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -237929.781250 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -237929.8 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 702 members 
Entering Unmasked Estep 
Score: -235745.281250 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -235745.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -236171.515625 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -236171.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -236329.203125 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -236329.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -236459.921875 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -236459.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -236602.296875 Penalty: 3592.427734
	Iteration 4F: 3 clusters Score -236602.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -236781.578125 Penalty: 3592.427734
	Iteration 5F: 3 clusters Score -236781.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -236920.406250 Penalty: 3592.427734
	Iteration 6F: 3 clusters Score -236920.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -237058.984375 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -237059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -237146.281250 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -237146.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -237227.296875 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -237227.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -237303.187500 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -237303.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -237351.453125 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -237351.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -237386.328125 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -237386.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -237401.765625 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -237401.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -237414.812500 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -237414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -237423.750000 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -237423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -237428.187500 Penalty: 3592.427734
	Iteration 16Q: 3 clusters Score -237428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -237432.343750 Penalty: 3592.427734
	Iteration 17Q: 3 clusters Score -237432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -237432.343750 Penalty: 3592.427734
	Iteration 18F: 3 clusters Score -237432.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -205124.609375 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -205124.6 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 564 members 
Entering Unmasked Estep 
Score: -203143.859375 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -203143.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -203721.187500 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -203721.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -204032.828125 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -204032.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -204191.078125 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -204191.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -204269.625000 Penalty: 3513.776367
	Iteration 4F: 3 clusters Score -204269.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -204311.921875 Penalty: 3513.776367
	Iteration 5Q: 3 clusters Score -204311.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -204354.562500 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -204354.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -204398.234375 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -204398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -204428.578125 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -204428.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -204457.046875 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -204457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -204475.687500 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -204475.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -204488.906250 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -204488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -204503.781250 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -204503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -204510.968750 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -204511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -204531.000000 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -204531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -204552.468750 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -204552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -204560.078125 Penalty: 3513.776367
	Iteration 16Q: 3 clusters Score -204560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204566.421875 Penalty: 3513.776367
	Iteration 17Q: 3 clusters Score -204566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -204570.468750 Penalty: 3513.776367
	Iteration 18Q: 3 clusters Score -204570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -204570.953125 Penalty: 3513.776367
	Iteration 19Q: 3 clusters Score -204571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -204574.500000 Penalty: 3513.776367
	Iteration 20F: 3 clusters Score -204574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204584.984375 Penalty: 3513.776367
	Iteration 21Q: 3 clusters Score -204585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -204586.656250 Penalty: 3513.776367
	Iteration 22Q: 3 clusters Score -204586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -204587.015625 Penalty: 3513.776367
	Iteration 23Q: 3 clusters Score -204587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -204587.015625 Penalty: 3513.776367
	Iteration 24F: 3 clusters Score -204587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -506941.250000 Penalty: 1959.633423
	Iteration 0F: 2 clusters Score -506941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -503920.687500 Penalty: 3919.266846
	Iteration 0F: 3 clusters Score -503920.7 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -504502.031250 Penalty: 3919.266846
	Iteration 1F: 3 clusters Score -504502 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -504660.375000 Penalty: 3919.266846
	Iteration 2F: 3 clusters Score -504660.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -504758.093750 Penalty: 3919.266846
	Iteration 3Q: 3 clusters Score -504758.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -504836.906250 Penalty: 3919.266846
	Iteration 4Q: 3 clusters Score -504836.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -504899.562500 Penalty: 3919.266846
	Iteration 5Q: 3 clusters Score -504899.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -504941.718750 Penalty: 3919.266846
	Iteration 6Q: 3 clusters Score -504941.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -504981.093750 Penalty: 3919.266846
	Iteration 7Q: 3 clusters Score -504981.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -505012.375000 Penalty: 3919.266846
	Iteration 8Q: 3 clusters Score -505012.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -505038.843750 Penalty: 3919.266846
	Iteration 9Q: 3 clusters Score -505038.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -505068.781250 Penalty: 3919.266846
	Iteration 10Q: 3 clusters Score -505068.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -505094.906250 Penalty: 3919.266846
	Iteration 11Q: 3 clusters Score -505094.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -505121.437500 Penalty: 3919.266846
	Iteration 12Q: 3 clusters Score -505121.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -505143.250000 Penalty: 3919.266846
	Iteration 13Q: 3 clusters Score -505143.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -505159.531250 Penalty: 3919.266846
	Iteration 14Q: 3 clusters Score -505159.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -505173.500000 Penalty: 3919.266846
	Iteration 15Q: 3 clusters Score -505173.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -505186.218750 Penalty: 3919.266846
	Iteration 16Q: 3 clusters Score -505186.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -505199.031250 Penalty: 3919.266846
	Iteration 17Q: 3 clusters Score -505199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -505209.875000 Penalty: 3919.266846
	Iteration 18Q: 3 clusters Score -505209.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -505220.406250 Penalty: 3919.266846
	Iteration 19Q: 3 clusters Score -505220.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -505227.906250 Penalty: 3919.266846
	Iteration 20F: 3 clusters Score -505227.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -505239.125000 Penalty: 3919.266846
	Iteration 21Q: 3 clusters Score -505239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -505246.281250 Penalty: 3919.266846
	Iteration 22Q: 3 clusters Score -505246.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -505251.062500 Penalty: 3919.266846
	Iteration 23Q: 3 clusters Score -505251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -505255.812500 Penalty: 3919.266846
	Iteration 24Q: 3 clusters Score -505255.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -505261.281250 Penalty: 3919.266846
	Iteration 25Q: 3 clusters Score -505261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -505265.468750 Penalty: 3919.266846
	Iteration 26Q: 3 clusters Score -505265.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -505271.312500 Penalty: 3919.266846
	Iteration 27Q: 3 clusters Score -505271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -505277.718750 Penalty: 3919.266846
	Iteration 28Q: 3 clusters Score -505277.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -505287.187500 Penalty: 3919.266846
	Iteration 29Q: 3 clusters Score -505287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -505292.500000 Penalty: 3919.266846
	Iteration 30Q: 3 clusters Score -505292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -505296.156250 Penalty: 3919.266846
	Iteration 31Q: 3 clusters Score -505296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -505298.468750 Penalty: 3919.266846
	Iteration 32Q: 3 clusters Score -505298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -505299.250000 Penalty: 3919.266846
	Iteration 33Q: 3 clusters Score -505299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -505301.156250 Penalty: 3919.266846
	Iteration 34Q: 3 clusters Score -505301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -505303.500000 Penalty: 3919.266846
	Iteration 35Q: 3 clusters Score -505303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -505307.062500 Penalty: 3919.266846
	Iteration 36Q: 3 clusters Score -505307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -505311.781250 Penalty: 3919.266846
	Iteration 37Q: 3 clusters Score -505311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -505314.312500 Penalty: 3919.266846
	Iteration 38Q: 3 clusters Score -505314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -505317.125000 Penalty: 3919.266846
	Iteration 39Q: 3 clusters Score -505317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -505320.000000 Penalty: 3919.266846
	Iteration 40F: 3 clusters Score -505320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -505320.218750 Penalty: 3919.266846
	Iteration 41Q: 3 clusters Score -505320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -505321.375000 Penalty: 3919.266846
	Iteration 42Q: 3 clusters Score -505321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -505322.718750 Penalty: 3919.266846
	Iteration 43Q: 3 clusters Score -505322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -505324.031250 Penalty: 3919.266846
	Iteration 44Q: 3 clusters Score -505324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -505324.031250 Penalty: 3919.266846
	Iteration 45F: 3 clusters Score -505324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Entering Unmasked Estep 
Score: -8763457.000000 Penalty: 2655.266846
	Iteration 0F: 2 clusters Score -8763457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -8734195.000000 Penalty: 5310.533691
	Iteration 0F: 3 clusters Score -8734195 nChanged 20591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -8745318.000000 Penalty: 5310.533691
	Iteration 1F: 3 clusters Score -8745318 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -8745770.000000 Penalty: 5310.533691
	Iteration 2Q: 3 clusters Score -8745770 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8746265.000000 Penalty: 5310.533691
	Iteration 3Q: 3 clusters Score -8746265 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -8746703.000000 Penalty: 5310.533691
	Iteration 4Q: 3 clusters Score -8746703 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -8747291.000000 Penalty: 5310.533691
	Iteration 5Q: 3 clusters Score -8747291 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -8748067.000000 Penalty: 5310.533691
	Iteration 6Q: 3 clusters Score -8748067 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -8749304.000000 Penalty: 5310.533691
	Iteration 7F: 3 clusters Score -8749304 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -8751370.000000 Penalty: 5310.533691
	Iteration 8F: 3 clusters Score -8751370 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -8754343.000000 Penalty: 5310.533691
	Iteration 9F: 3 clusters Score -8754343 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8757569.000000 Penalty: 5310.533691
	Iteration 10F: 3 clusters Score -8757569 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8759695.000000 Penalty: 5310.533691
	Iteration 11F: 3 clusters Score -8759695 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8760561.000000 Penalty: 5310.533691
	Iteration 12Q: 3 clusters Score -8760561 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8760894.000000 Penalty: 5310.533691
	Iteration 13Q: 3 clusters Score -8760894 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8761022.000000 Penalty: 5310.533691
	Iteration 14Q: 3 clusters Score -8761022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8761103.000000 Penalty: 5310.533691
	Iteration 15Q: 3 clusters Score -8761103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8761131.000000 Penalty: 5310.533691
	Iteration 16Q: 3 clusters Score -8761131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8761161.000000 Penalty: 5310.533691
	Iteration 17Q: 3 clusters Score -8761161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8761177.000000 Penalty: 5310.533691
	Iteration 18Q: 3 clusters Score -8761177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8761196.000000 Penalty: 5310.533691
	Iteration 19Q: 3 clusters Score -8761196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8761192.000000 Penalty: 5310.533691
	Iteration 20F: 3 clusters Score -8761192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8761199.000000 Penalty: 5310.533691
	Iteration 21Q: 3 clusters Score -8761199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8761199.000000 Penalty: 5310.533691
	Iteration 22F: 3 clusters Score -8761199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -49803.867188 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -49803.87 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 191 members 
Entering Unmasked Estep 
Score: -48594.308594 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -48594.31 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48936.878906 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -48936.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49046.710938 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -49046.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49123.750000 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -49123.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49209.398438 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -49209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49252.015625 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -49252.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49269.144531 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -49269.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49295.800781 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -49295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49306.644531 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -49306.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49309.445312 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -49309.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49317.238281 Penalty: 2950.225586
	Iteration 10F: 3 clusters Score -49317.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49333.089844 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -49333.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49338.925781 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -49338.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49359.265625 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -49359.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49359.265625 Penalty: 2950.225586
	Iteration 14F: 3 clusters Score -49359.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Entering Unmasked Estep 
Score: -2290504.750000 Penalty: 2308.049316
	Iteration 0F: 2 clusters Score -2290505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2282139.500000 Penalty: 4616.098633
	Iteration 0F: 3 clusters Score -2282140 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2284582.750000 Penalty: 4616.098633
	Iteration 1F: 3 clusters Score -2284583 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2284889.000000 Penalty: 4616.098633
	Iteration 2F: 3 clusters Score -2284889 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2285095.250000 Penalty: 4616.098633
	Iteration 3Q: 3 clusters Score -2285095 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2285233.250000 Penalty: 4616.098633
	Iteration 4Q: 3 clusters Score -2285233 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2285343.250000 Penalty: 4616.098633
	Iteration 5Q: 3 clusters Score -2285343 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2285422.000000 Penalty: 4616.098633
	Iteration 6Q: 3 clusters Score -2285422 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2285496.250000 Penalty: 4616.098633
	Iteration 7Q: 3 clusters Score -2285496 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2285571.750000 Penalty: 4616.098633
	Iteration 8Q: 3 clusters Score -2285572 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2285634.250000 Penalty: 4616.098633
	Iteration 9Q: 3 clusters Score -2285634 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2285684.000000 Penalty: 4616.098633
	Iteration 10Q: 3 clusters Score -2285684 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2285730.500000 Penalty: 4616.098633
	Iteration 11Q: 3 clusters Score -2285730 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2285788.750000 Penalty: 4616.098633
	Iteration 12Q: 3 clusters Score -2285789 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2285854.500000 Penalty: 4616.098633
	Iteration 13Q: 3 clusters Score -2285854 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2285936.750000 Penalty: 4616.098633
	Iteration 14Q: 3 clusters Score -2285937 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2286037.250000 Penalty: 4616.098633
	Iteration 15Q: 3 clusters Score -2286037 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2286139.250000 Penalty: 4616.098633
	Iteration 16Q: 3 clusters Score -2286139 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2286251.250000 Penalty: 4616.098633
	Iteration 17Q: 3 clusters Score -2286251 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2286404.750000 Penalty: 4616.098633
	Iteration 18Q: 3 clusters Score -2286405 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2286581.750000 Penalty: 4616.098633
	Iteration 19Q: 3 clusters Score -2286582 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2286792.500000 Penalty: 4616.098633
	Iteration 20F: 3 clusters Score -2286792 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2287000.250000 Penalty: 4616.098633
	Iteration 21Q: 3 clusters Score -2287000 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2287205.500000 Penalty: 4616.098633
	Iteration 22Q: 3 clusters Score -2287206 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2287420.000000 Penalty: 4616.098633
	Iteration 23Q: 3 clusters Score -2287420 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2287588.000000 Penalty: 4616.098633
	Iteration 24Q: 3 clusters Score -2287588 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2287718.000000 Penalty: 4616.098633
	Iteration 25Q: 3 clusters Score -2287718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2287849.500000 Penalty: 4616.098633
	Iteration 26Q: 3 clusters Score -2287850 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2287988.000000 Penalty: 4616.098633
	Iteration 27Q: 3 clusters Score -2287988 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2288077.750000 Penalty: 4616.098633
	Iteration 28Q: 3 clusters Score -2288078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2288157.500000 Penalty: 4616.098633
	Iteration 29Q: 3 clusters Score -2288158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2288222.250000 Penalty: 4616.098633
	Iteration 30Q: 3 clusters Score -2288222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2288273.500000 Penalty: 4616.098633
	Iteration 31Q: 3 clusters Score -2288274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2288326.000000 Penalty: 4616.098633
	Iteration 32Q: 3 clusters Score -2288326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2288367.500000 Penalty: 4616.098633
	Iteration 33Q: 3 clusters Score -2288368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2288405.250000 Penalty: 4616.098633
	Iteration 34Q: 3 clusters Score -2288405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2288419.000000 Penalty: 4616.098633
	Iteration 35Q: 3 clusters Score -2288419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2288426.000000 Penalty: 4616.098633
	Iteration 36Q: 3 clusters Score -2288426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2288434.500000 Penalty: 4616.098633
	Iteration 37Q: 3 clusters Score -2288434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2288440.250000 Penalty: 4616.098633
	Iteration 38Q: 3 clusters Score -2288440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2288447.500000 Penalty: 4616.098633
	Iteration 39Q: 3 clusters Score -2288448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2288452.250000 Penalty: 4616.098633
	Iteration 40F: 3 clusters Score -2288452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2288455.750000 Penalty: 4616.098633
	Iteration 41Q: 3 clusters Score -2288456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2288454.500000 Penalty: 4616.098633
	Iteration 42Q: 3 clusters Score -2288454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2288458.250000 Penalty: 4616.098633
	Iteration 43Q: 3 clusters Score -2288458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2288458.000000 Penalty: 4616.098633
	Iteration 44Q: 3 clusters Score -2288458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2288458.000000 Penalty: 4616.098633
	Iteration 45F: 3 clusters Score -2288458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Entering Unmasked Estep 
Score: -2874139.000000 Penalty: 2362.978516
	Iteration 0F: 2 clusters Score -2874139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2864274.000000 Penalty: 4725.957031
	Iteration 0F: 3 clusters Score -2864274 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2867416.750000 Penalty: 4725.957031
	Iteration 1F: 3 clusters Score -2867417 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2867730.000000 Penalty: 4725.957031
	Iteration 2F: 3 clusters Score -2867730 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2867967.500000 Penalty: 4725.957031
	Iteration 3Q: 3 clusters Score -2867968 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2868146.750000 Penalty: 4725.957031
	Iteration 4Q: 3 clusters Score -2868147 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2868308.500000 Penalty: 4725.957031
	Iteration 5Q: 3 clusters Score -2868308 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2868489.000000 Penalty: 4725.957031
	Iteration 6Q: 3 clusters Score -2868489 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2868683.250000 Penalty: 4725.957031
	Iteration 7Q: 3 clusters Score -2868683 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2868897.500000 Penalty: 4725.957031
	Iteration 8Q: 3 clusters Score -2868898 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2869129.250000 Penalty: 4725.957031
	Iteration 9Q: 3 clusters Score -2869129 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2869390.250000 Penalty: 4725.957031
	Iteration 10Q: 3 clusters Score -2869390 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2869710.500000 Penalty: 4725.957031
	Iteration 11Q: 3 clusters Score -2869710 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2870039.500000 Penalty: 4725.957031
	Iteration 12Q: 3 clusters Score -2870040 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2870341.500000 Penalty: 4725.957031
	Iteration 13Q: 3 clusters Score -2870342 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2870597.500000 Penalty: 4725.957031
	Iteration 14Q: 3 clusters Score -2870598 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2870789.500000 Penalty: 4725.957031
	Iteration 15Q: 3 clusters Score -2870790 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2870932.750000 Penalty: 4725.957031
	Iteration 16Q: 3 clusters Score -2870933 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2871044.500000 Penalty: 4725.957031
	Iteration 17Q: 3 clusters Score -2871044 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2871122.000000 Penalty: 4725.957031
	Iteration 18Q: 3 clusters Score -2871122 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2871181.750000 Penalty: 4725.957031
	Iteration 19Q: 3 clusters Score -2871182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2871234.500000 Penalty: 4725.957031
	Iteration 20F: 3 clusters Score -2871234 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2871271.000000 Penalty: 4725.957031
	Iteration 21Q: 3 clusters Score -2871271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2871302.500000 Penalty: 4725.957031
	Iteration 22Q: 3 clusters Score -2871302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2871332.000000 Penalty: 4725.957031
	Iteration 23Q: 3 clusters Score -2871332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2871359.500000 Penalty: 4725.957031
	Iteration 24Q: 3 clusters Score -2871360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2871374.250000 Penalty: 4725.957031
	Iteration 25Q: 3 clusters Score -2871374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2871405.250000 Penalty: 4725.957031
	Iteration 26Q: 3 clusters Score -2871405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2871415.000000 Penalty: 4725.957031
	Iteration 27Q: 3 clusters Score -2871415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2871430.250000 Penalty: 4725.957031
	Iteration 28Q: 3 clusters Score -2871430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2871449.000000 Penalty: 4725.957031
	Iteration 29Q: 3 clusters Score -2871449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2871460.500000 Penalty: 4725.957031
	Iteration 30Q: 3 clusters Score -2871460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2871479.000000 Penalty: 4725.957031
	Iteration 31Q: 3 clusters Score -2871479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2871498.750000 Penalty: 4725.957031
	Iteration 32Q: 3 clusters Score -2871499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2871509.000000 Penalty: 4725.957031
	Iteration 33Q: 3 clusters Score -2871509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2871532.500000 Penalty: 4725.957031
	Iteration 34Q: 3 clusters Score -2871532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2871546.250000 Penalty: 4725.957031
	Iteration 35Q: 3 clusters Score -2871546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2871553.500000 Penalty: 4725.957031
	Iteration 36Q: 3 clusters Score -2871554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2871567.000000 Penalty: 4725.957031
	Iteration 37Q: 3 clusters Score -2871567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2871594.750000 Penalty: 4725.957031
	Iteration 38Q: 3 clusters Score -2871595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2871610.750000 Penalty: 4725.957031
	Iteration 39Q: 3 clusters Score -2871611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2871628.500000 Penalty: 4725.957031
	Iteration 40F: 3 clusters Score -2871628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2871655.750000 Penalty: 4725.957031
	Iteration 41Q: 3 clusters Score -2871656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2871676.500000 Penalty: 4725.957031
	Iteration 42Q: 3 clusters Score -2871676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2871693.000000 Penalty: 4725.957031
	Iteration 43Q: 3 clusters Score -2871693 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2871714.750000 Penalty: 4725.957031
	Iteration 44Q: 3 clusters Score -2871715 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2871740.250000 Penalty: 4725.957031
	Iteration 45Q: 3 clusters Score -2871740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2871753.250000 Penalty: 4725.957031
	Iteration 46Q: 3 clusters Score -2871753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2871779.250000 Penalty: 4725.957031
	Iteration 47Q: 3 clusters Score -2871779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2871795.500000 Penalty: 4725.957031
	Iteration 48Q: 3 clusters Score -2871796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2871806.500000 Penalty: 4725.957031
	Iteration 49Q: 3 clusters Score -2871806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2871825.250000 Penalty: 4725.957031
	Iteration 50Q: 3 clusters Score -2871825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2871846.750000 Penalty: 4725.957031
	Iteration 51Q: 3 clusters Score -2871847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2871863.000000 Penalty: 4725.957031
	Iteration 52Q: 3 clusters Score -2871863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2871868.750000 Penalty: 4725.957031
	Iteration 53Q: 3 clusters Score -2871869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2871877.500000 Penalty: 4725.957031
	Iteration 54Q: 3 clusters Score -2871878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2871888.750000 Penalty: 4725.957031
	Iteration 55Q: 3 clusters Score -2871889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2871905.000000 Penalty: 4725.957031
	Iteration 56Q: 3 clusters Score -2871905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2871917.750000 Penalty: 4725.957031
	Iteration 57Q: 3 clusters Score -2871918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2871921.500000 Penalty: 4725.957031
	Iteration 58Q: 3 clusters Score -2871922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2871928.000000 Penalty: 4725.957031
	Iteration 59Q: 3 clusters Score -2871928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2871936.750000 Penalty: 4725.957031
	Iteration 60F: 3 clusters Score -2871937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2871949.250000 Penalty: 4725.957031
	Iteration 61Q: 3 clusters Score -2871949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2871950.250000 Penalty: 4725.957031
	Iteration 62Q: 3 clusters Score -2871950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2871955.000000 Penalty: 4725.957031
	Iteration 63Q: 3 clusters Score -2871955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2871958.750000 Penalty: 4725.957031
	Iteration 64Q: 3 clusters Score -2871959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2871960.500000 Penalty: 4725.957031
	Iteration 65Q: 3 clusters Score -2871960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2871968.250000 Penalty: 4725.957031
	Iteration 66Q: 3 clusters Score -2871968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2871972.750000 Penalty: 4725.957031
	Iteration 67Q: 3 clusters Score -2871973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2871977.000000 Penalty: 4725.957031
	Iteration 68Q: 3 clusters Score -2871977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2871984.250000 Penalty: 4725.957031
	Iteration 69Q: 3 clusters Score -2871984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2871992.250000 Penalty: 4725.957031
	Iteration 70Q: 3 clusters Score -2871992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2872003.250000 Penalty: 4725.957031
	Iteration 71Q: 3 clusters Score -2872003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2872013.000000 Penalty: 4725.957031
	Iteration 72Q: 3 clusters Score -2872013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2872015.000000 Penalty: 4725.957031
	Iteration 73Q: 3 clusters Score -2872015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2872024.000000 Penalty: 4725.957031
	Iteration 74Q: 3 clusters Score -2872024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2872026.750000 Penalty: 4725.957031
	Iteration 75Q: 3 clusters Score -2872027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2872031.750000 Penalty: 4725.957031
	Iteration 76Q: 3 clusters Score -2872032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2872029.500000 Penalty: 4725.957031
	Iteration 77Q: 3 clusters Score -2872030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2872034.500000 Penalty: 4725.957031
	Iteration 78Q: 3 clusters Score -2872034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2872044.250000 Penalty: 4725.957031
	Iteration 79Q: 3 clusters Score -2872044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2872045.250000 Penalty: 4725.957031
	Iteration 80F: 3 clusters Score -2872045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2872046.250000 Penalty: 4725.957031
	Iteration 81Q: 3 clusters Score -2872046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2872045.000000 Penalty: 4725.957031
	Iteration 82Q: 3 clusters Score -2872045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2872056.250000 Penalty: 4725.957031
	Iteration 83Q: 3 clusters Score -2872056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2872055.750000 Penalty: 4725.957031
	Iteration 84Q: 3 clusters Score -2872056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2872059.750000 Penalty: 4725.957031
	Iteration 85Q: 3 clusters Score -2872060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2872068.500000 Penalty: 4725.957031
	Iteration 86Q: 3 clusters Score -2872068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2872073.500000 Penalty: 4725.957031
	Iteration 87Q: 3 clusters Score -2872074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2872069.000000 Penalty: 4725.957031
	Iteration 88Q: 3 clusters Score -2872069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2872076.000000 Penalty: 4725.957031
	Iteration 89Q: 3 clusters Score -2872076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2872083.500000 Penalty: 4725.957031
	Iteration 90Q: 3 clusters Score -2872084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2872095.250000 Penalty: 4725.957031
	Iteration 91Q: 3 clusters Score -2872095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2872104.250000 Penalty: 4725.957031
	Iteration 92Q: 3 clusters Score -2872104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2872113.000000 Penalty: 4725.957031
	Iteration 93Q: 3 clusters Score -2872113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2872113.500000 Penalty: 4725.957031
	Iteration 94Q: 3 clusters Score -2872114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2872118.750000 Penalty: 4725.957031
	Iteration 95Q: 3 clusters Score -2872119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2872121.500000 Penalty: 4725.957031
	Iteration 96Q: 3 clusters Score -2872122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2872130.000000 Penalty: 4725.957031
	Iteration 97Q: 3 clusters Score -2872130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2872144.000000 Penalty: 4725.957031
	Iteration 98Q: 3 clusters Score -2872144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2872141.750000 Penalty: 4725.957031
	Iteration 99Q: 3 clusters Score -2872142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2872142.750000 Penalty: 4725.957031
	Iteration 100F: 3 clusters Score -2872143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2872144.500000 Penalty: 4725.957031
	Iteration 101Q: 3 clusters Score -2872144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2872142.750000 Penalty: 4725.957031
	Iteration 102Q: 3 clusters Score -2872143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2872143.500000 Penalty: 4725.957031
	Iteration 103Q: 3 clusters Score -2872144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2872148.500000 Penalty: 4725.957031
	Iteration 104Q: 3 clusters Score -2872148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2872144.250000 Penalty: 4725.957031
	Iteration 105Q: 3 clusters Score -2872144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2872151.250000 Penalty: 4725.957031
	Iteration 106Q: 3 clusters Score -2872151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2872153.000000 Penalty: 4725.957031
	Iteration 107Q: 3 clusters Score -2872153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2872152.500000 Penalty: 4725.957031
	Iteration 108Q: 3 clusters Score -2872152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2872154.500000 Penalty: 4725.957031
	Iteration 109Q: 3 clusters Score -2872154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2872155.000000 Penalty: 4725.957031
	Iteration 110Q: 3 clusters Score -2872155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2872157.000000 Penalty: 4725.957031
	Iteration 111Q: 3 clusters Score -2872157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2872161.750000 Penalty: 4725.957031
	Iteration 112Q: 3 clusters Score -2872162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2872164.000000 Penalty: 4725.957031
	Iteration 113Q: 3 clusters Score -2872164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2872167.750000 Penalty: 4725.957031
	Iteration 114Q: 3 clusters Score -2872168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2872171.000000 Penalty: 4725.957031
	Iteration 115Q: 3 clusters Score -2872171 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2872169.750000 Penalty: 4725.957031
	Iteration 116Q: 3 clusters Score -2872170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2872172.250000 Penalty: 4725.957031
	Iteration 117Q: 3 clusters Score -2872172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2872174.750000 Penalty: 4725.957031
	Iteration 118Q: 3 clusters Score -2872175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2872176.500000 Penalty: 4725.957031
	Iteration 119Q: 3 clusters Score -2872176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2872175.000000 Penalty: 4725.957031
	Iteration 120F: 3 clusters Score -2872175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -1312558.500000 Penalty: 2184.623779
	Iteration 0F: 2 clusters Score -1312558 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 3338 members 
Entering Unmasked Estep 
Score: -1307022.500000 Penalty: 4369.247559
	Iteration 0F: 3 clusters Score -1307022 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1308516.250000 Penalty: 4369.247559
	Iteration 1F: 3 clusters Score -1308516 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1308987.250000 Penalty: 4369.247559
	Iteration 2F: 3 clusters Score -1308987 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1309453.625000 Penalty: 4369.247559
	Iteration 3F: 3 clusters Score -1309454 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1309896.000000 Penalty: 4369.247559
	Iteration 4F: 3 clusters Score -1309896 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1310270.375000 Penalty: 4369.247559
	Iteration 5F: 3 clusters Score -1310270 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1310584.375000 Penalty: 4369.247559
	Iteration 6F: 3 clusters Score -1310584 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1310802.125000 Penalty: 4369.247559
	Iteration 7Q: 3 clusters Score -1310802 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1310930.500000 Penalty: 4369.247559
	Iteration 8Q: 3 clusters Score -1310930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1311013.875000 Penalty: 4369.247559
	Iteration 9Q: 3 clusters Score -1311014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1311074.250000 Penalty: 4369.247559
	Iteration 10Q: 3 clusters Score -1311074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1311108.500000 Penalty: 4369.247559
	Iteration 11Q: 3 clusters Score -1311108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1311135.625000 Penalty: 4369.247559
	Iteration 12Q: 3 clusters Score -1311136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1311149.375000 Penalty: 4369.247559
	Iteration 13Q: 3 clusters Score -1311149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1311163.875000 Penalty: 4369.247559
	Iteration 14Q: 3 clusters Score -1311164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1311174.000000 Penalty: 4369.247559
	Iteration 15Q: 3 clusters Score -1311174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1311180.500000 Penalty: 4369.247559
	Iteration 16Q: 3 clusters Score -1311180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1311189.500000 Penalty: 4369.247559
	Iteration 17Q: 3 clusters Score -1311190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1311190.125000 Penalty: 4369.247559
	Iteration 18Q: 3 clusters Score -1311190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1311188.500000 Penalty: 4369.247559
	Iteration 19Q: 3 clusters Score -1311188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1311194.000000 Penalty: 4369.247559
	Iteration 20F: 3 clusters Score -1311194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1311196.250000 Penalty: 4369.247559
	Iteration 21Q: 3 clusters Score -1311196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1311195.375000 Penalty: 4369.247559
	Iteration 22Q: 3 clusters Score -1311195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1311196.000000 Penalty: 4369.247559
	Iteration 23Q: 3 clusters Score -1311196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1311197.250000 Penalty: 4369.247559
	Iteration 24Q: 3 clusters Score -1311197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1311198.625000 Penalty: 4369.247559
	Iteration 25Q: 3 clusters Score -1311199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1311201.250000 Penalty: 4369.247559
	Iteration 26Q: 3 clusters Score -1311201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1311201.250000 Penalty: 4369.247559
	Iteration 27F: 3 clusters Score -1311201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (43476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Entering Unmasked Estep 
Score: -8455300.000000 Penalty: 2648.631104
	Iteration 0F: 2 clusters Score -8455300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -8431912.000000 Penalty: 5297.262207
	Iteration 0F: 3 clusters Score -8431912 nChanged 19988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8442909.000000 Penalty: 5297.262207
	Iteration 1F: 3 clusters Score -8442909 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -8443484.000000 Penalty: 5297.262207
	Iteration 2Q: 3 clusters Score -8443484 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -8444006.000000 Penalty: 5297.262207
	Iteration 3Q: 3 clusters Score -8444006 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -8444645.000000 Penalty: 5297.262207
	Iteration 4Q: 3 clusters Score -8444645 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -8445401.000000 Penalty: 5297.262207
	Iteration 5Q: 3 clusters Score -8445401 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -8446374.000000 Penalty: 5297.262207
	Iteration 6Q: 3 clusters Score -8446374 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8447400.000000 Penalty: 5297.262207
	Iteration 7F: 3 clusters Score -8447400 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -8448429.000000 Penalty: 5297.262207
	Iteration 8F: 3 clusters Score -8448429 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -8449469.000000 Penalty: 5297.262207
	Iteration 9Q: 3 clusters Score -8449469 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -8450492.000000 Penalty: 5297.262207
	Iteration 10Q: 3 clusters Score -8450492 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -8451462.000000 Penalty: 5297.262207
	Iteration 11Q: 3 clusters Score -8451462 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -8452172.000000 Penalty: 5297.262207
	Iteration 12Q: 3 clusters Score -8452172 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -8452625.000000 Penalty: 5297.262207
	Iteration 13Q: 3 clusters Score -8452625 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -8452983.000000 Penalty: 5297.262207
	Iteration 14Q: 3 clusters Score -8452983 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -8453231.000000 Penalty: 5297.262207
	Iteration 15Q: 3 clusters Score -8453231 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -8453478.000000 Penalty: 5297.262207
	Iteration 16Q: 3 clusters Score -8453478 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -8453711.000000 Penalty: 5297.262207
	Iteration 17Q: 3 clusters Score -8453711 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -8453932.000000 Penalty: 5297.262207
	Iteration 18Q: 3 clusters Score -8453932 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -8454297.000000 Penalty: 5297.262207
	Iteration 19Q: 3 clusters Score -8454297 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -8454614.000000 Penalty: 5297.262207
	Iteration 20F: 3 clusters Score -8454614 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -8454964.000000 Penalty: 5297.262207
	Iteration 21Q: 3 clusters Score -8454964 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -8455409.000000 Penalty: 5297.262207
	Iteration 22Q: 3 clusters Score -8455409 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -8455860.000000 Penalty: 5297.262207
	Iteration 23Q: 3 clusters Score -8455860 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -8456280.000000 Penalty: 5297.262207
	Iteration 24Q: 3 clusters Score -8456280 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -8456529.000000 Penalty: 5297.262207
	Iteration 25Q: 3 clusters Score -8456529 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -8456716.000000 Penalty: 5297.262207
	Iteration 26Q: 3 clusters Score -8456716 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -8456960.000000 Penalty: 5297.262207
	Iteration 27Q: 3 clusters Score -8456960 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -8457156.000000 Penalty: 5297.262207
	Iteration 28Q: 3 clusters Score -8457156 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -8457229.000000 Penalty: 5297.262207
	Iteration 29Q: 3 clusters Score -8457229 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -8457319.000000 Penalty: 5297.262207
	Iteration 30Q: 3 clusters Score -8457319 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -8457416.000000 Penalty: 5297.262207
	Iteration 31Q: 3 clusters Score -8457416 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -8457459.000000 Penalty: 5297.262207
	Iteration 32Q: 3 clusters Score -8457459 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -8457512.000000 Penalty: 5297.262207
	Iteration 33Q: 3 clusters Score -8457512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -8457533.000000 Penalty: 5297.262207
	Iteration 34Q: 3 clusters Score -8457533 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -8457570.000000 Penalty: 5297.262207
	Iteration 35Q: 3 clusters Score -8457570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -8457571.000000 Penalty: 5297.262207
	Iteration 36Q: 3 clusters Score -8457571 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -8457553.000000 Penalty: 5297.262207
	Iteration 37Q: 3 clusters Score -8457553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -8457534.000000 Penalty: 5297.262207
	Iteration 38Q: 3 clusters Score -8457534 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -8457550.000000 Penalty: 5297.262207
	Iteration 39Q: 3 clusters Score -8457550 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -8457624.000000 Penalty: 5297.262207
	Iteration 40F: 3 clusters Score -8457624 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -8457666.000000 Penalty: 5297.262207
	Iteration 41Q: 3 clusters Score -8457666 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -8457719.000000 Penalty: 5297.262207
	Iteration 42Q: 3 clusters Score -8457719 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -8457721.000000 Penalty: 5297.262207
	Iteration 43Q: 3 clusters Score -8457721 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -8457688.000000 Penalty: 5297.262207
	Iteration 44Q: 3 clusters Score -8457688 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -8457736.000000 Penalty: 5297.262207
	Iteration 45Q: 3 clusters Score -8457736 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -8457718.000000 Penalty: 5297.262207
	Iteration 46Q: 3 clusters Score -8457718 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -8457745.000000 Penalty: 5297.262207
	Iteration 47Q: 3 clusters Score -8457745 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -8457782.000000 Penalty: 5297.262207
	Iteration 48Q: 3 clusters Score -8457782 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -8457810.000000 Penalty: 5297.262207
	Iteration 49Q: 3 clusters Score -8457810 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -8457816.000000 Penalty: 5297.262207
	Iteration 50Q: 3 clusters Score -8457816 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -8457818.000000 Penalty: 5297.262207
	Iteration 51Q: 3 clusters Score -8457818 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -8457898.000000 Penalty: 5297.262207
	Iteration 52Q: 3 clusters Score -8457898 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -8457933.000000 Penalty: 5297.262207
	Iteration 53Q: 3 clusters Score -8457933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -8457925.000000 Penalty: 5297.262207
	Iteration 54Q: 3 clusters Score -8457925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -8457902.000000 Penalty: 5297.262207
	Iteration 55Q: 3 clusters Score -8457902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -8457891.000000 Penalty: 5297.262207
	Iteration 56Q: 3 clusters Score -8457891 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -8457900.000000 Penalty: 5297.262207
	Iteration 57Q: 3 clusters Score -8457900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -8457882.000000 Penalty: 5297.262207
	Iteration 58Q: 3 clusters Score -8457882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -8457871.000000 Penalty: 5297.262207
	Iteration 59Q: 3 clusters Score -8457871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -8457882.000000 Penalty: 5297.262207
	Iteration 60F: 3 clusters Score -8457882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -8457884.000000 Penalty: 5297.262207
	Iteration 61Q: 3 clusters Score -8457884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -8457870.000000 Penalty: 5297.262207
	Iteration 62Q: 3 clusters Score -8457870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -8457864.000000 Penalty: 5297.262207
	Iteration 63Q: 3 clusters Score -8457864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -8457884.000000 Penalty: 5297.262207
	Iteration 64Q: 3 clusters Score -8457884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -8457875.000000 Penalty: 5297.262207
	Iteration 65Q: 3 clusters Score -8457875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -8457892.000000 Penalty: 5297.262207
	Iteration 66Q: 3 clusters Score -8457892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -8457884.000000 Penalty: 5297.262207
	Iteration 67Q: 3 clusters Score -8457884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -8457882.000000 Penalty: 5297.262207
	Iteration 68Q: 3 clusters Score -8457882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -8457887.000000 Penalty: 5297.262207
	Iteration 69Q: 3 clusters Score -8457887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -8457876.000000 Penalty: 5297.262207
	Iteration 70Q: 3 clusters Score -8457876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -8457881.000000 Penalty: 5297.262207
	Iteration 71Q: 3 clusters Score -8457881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -8457880.000000 Penalty: 5297.262207
	Iteration 72Q: 3 clusters Score -8457880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -8457886.000000 Penalty: 5297.262207
	Iteration 73Q: 3 clusters Score -8457886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8457879.000000 Penalty: 5297.262207
	Iteration 74Q: 3 clusters Score -8457879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8457879.000000 Penalty: 5297.262207
	Iteration 75F: 3 clusters Score -8457879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 22950 members 
Mstep: Class 48 contains 1074 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 20526 members 
Entering Unmasked Estep 
Score: -161347328.000000 Penalty: 226638.109375
Splitting cluster 47 changes total score from -161346272.000000 to -161347328.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 48 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -175992.562500 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -175992.6 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 569 members 
Entering Unmasked Estep 
Score: -174094.390625 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -174094.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -174648.484375 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -174648.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -175032.250000 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -175032.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175271.437500 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -175271.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175454.265625 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -175454.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175557.343750 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -175557.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -175615.937500 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -175615.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -175651.812500 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -175651.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175712.640625 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -175712.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175750.015625 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -175750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175772.484375 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -175772.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -175791.828125 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -175791.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175810.609375 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -175810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -175837.406250 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -175837.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -175860.968750 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -175861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -175902.187500 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -175902.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -175961.593750 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -175961.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -176034.140625 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -176034.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -176142.703125 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -176142.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -176241.968750 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -176242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -176338.406250 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -176338.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -176440.375000 Penalty: 3461.656006
	Iteration 21Q: 3 clusters Score -176440.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -176529.750000 Penalty: 3461.656006
	Iteration 22Q: 3 clusters Score -176529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -176598.328125 Penalty: 3461.656006
	Iteration 23Q: 3 clusters Score -176598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -176618.718750 Penalty: 3461.656006
	Iteration 24Q: 3 clusters Score -176618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -176649.296875 Penalty: 3461.656006
	Iteration 25Q: 3 clusters Score -176649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -176650.359375 Penalty: 3461.656006
	Iteration 26Q: 3 clusters Score -176650.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -176650.359375 Penalty: 3461.656006
	Iteration 27F: 3 clusters Score -176650.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 22950 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 20526 members 
Mstep: Class 68 contains 365 members 
Entering Unmasked Estep 
Score: -161346800.000000 Penalty: 230020.765625
Splitting cluster 48 changes total score from -161346272.000000 to -161346800.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 49 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -3401455.250000 Penalty: 2416.692139
	Iteration 0F: 2 clusters Score -3401455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3389683.250000 Penalty: 4833.384277
	Iteration 0F: 3 clusters Score -3389683 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3393680.500000 Penalty: 4833.384277
	Iteration 1F: 3 clusters Score -3393680 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3394131.000000 Penalty: 4833.384277
	Iteration 2F: 3 clusters Score -3394131 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3394553.750000 Penalty: 4833.384277
	Iteration 3F: 3 clusters Score -3394554 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3394931.500000 Penalty: 4833.384277
	Iteration 4F: 3 clusters Score -3394932 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3395348.000000 Penalty: 4833.384277
	Iteration 5Q: 3 clusters Score -3395348 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3395784.000000 Penalty: 4833.384277
	Iteration 6Q: 3 clusters Score -3395784 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3396307.250000 Penalty: 4833.384277
	Iteration 7Q: 3 clusters Score -3396307 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3396919.000000 Penalty: 4833.384277
	Iteration 8Q: 3 clusters Score -3396919 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3397511.500000 Penalty: 4833.384277
	Iteration 9Q: 3 clusters Score -3397512 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3397924.500000 Penalty: 4833.384277
	Iteration 10Q: 3 clusters Score -3397924 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3398195.500000 Penalty: 4833.384277
	Iteration 11Q: 3 clusters Score -3398196 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3398352.000000 Penalty: 4833.384277
	Iteration 12Q: 3 clusters Score -3398352 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3398463.000000 Penalty: 4833.384277
	Iteration 13Q: 3 clusters Score -3398463 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3398544.500000 Penalty: 4833.384277
	Iteration 14Q: 3 clusters Score -3398544 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3398593.250000 Penalty: 4833.384277
	Iteration 15Q: 3 clusters Score -3398593 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3398652.250000 Penalty: 4833.384277
	Iteration 16Q: 3 clusters Score -3398652 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3398694.750000 Penalty: 4833.384277
	Iteration 17Q: 3 clusters Score -3398695 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3398765.750000 Penalty: 4833.384277
	Iteration 18Q: 3 clusters Score -3398766 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3398820.250000 Penalty: 4833.384277
	Iteration 19Q: 3 clusters Score -3398820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3398870.500000 Penalty: 4833.384277
	Iteration 20F: 3 clusters Score -3398870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3398924.250000 Penalty: 4833.384277
	Iteration 21Q: 3 clusters Score -3398924 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3398983.250000 Penalty: 4833.384277
	Iteration 22Q: 3 clusters Score -3398983 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3399019.500000 Penalty: 4833.384277
	Iteration 23Q: 3 clusters Score -3399020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3399058.500000 Penalty: 4833.384277
	Iteration 24Q: 3 clusters Score -3399058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3399103.500000 Penalty: 4833.384277
	Iteration 25Q: 3 clusters Score -3399104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3399161.000000 Penalty: 4833.384277
	Iteration 26Q: 3 clusters Score -3399161 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3399192.250000 Penalty: 4833.384277
	Iteration 27Q: 3 clusters Score -3399192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3399217.000000 Penalty: 4833.384277
	Iteration 28Q: 3 clusters Score -3399217 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3399252.000000 Penalty: 4833.384277
	Iteration 29Q: 3 clusters Score -3399252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3399285.250000 Penalty: 4833.384277
	Iteration 30Q: 3 clusters Score -3399285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3399309.750000 Penalty: 4833.384277
	Iteration 31Q: 3 clusters Score -3399310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3399319.500000 Penalty: 4833.384277
	Iteration 32Q: 3 clusters Score -3399320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3399342.500000 Penalty: 4833.384277
	Iteration 33Q: 3 clusters Score -3399342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3399363.000000 Penalty: 4833.384277
	Iteration 34Q: 3 clusters Score -3399363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3399371.500000 Penalty: 4833.384277
	Iteration 35Q: 3 clusters Score -3399372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3399383.250000 Penalty: 4833.384277
	Iteration 36Q: 3 clusters Score -3399383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3399389.250000 Penalty: 4833.384277
	Iteration 37Q: 3 clusters Score -3399389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3399393.000000 Penalty: 4833.384277
	Iteration 38Q: 3 clusters Score -3399393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3399389.250000 Penalty: 4833.384277
	Iteration 39Q: 3 clusters Score -3399389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3399392.750000 Penalty: 4833.384277
	Iteration 40F: 3 clusters Score -3399393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3399400.750000 Penalty: 4833.384277
	Iteration 41Q: 3 clusters Score -3399401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3399401.000000 Penalty: 4833.384277
	Iteration 42Q: 3 clusters Score -3399401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3399405.750000 Penalty: 4833.384277
	Iteration 43Q: 3 clusters Score -3399406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3399409.000000 Penalty: 4833.384277
	Iteration 44Q: 3 clusters Score -3399409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3399407.750000 Penalty: 4833.384277
	Iteration 45Q: 3 clusters Score -3399408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3399411.000000 Penalty: 4833.384277
	Iteration 46Q: 3 clusters Score -3399411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3399408.000000 Penalty: 4833.384277
	Iteration 47Q: 3 clusters Score -3399408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3399420.000000 Penalty: 4833.384277
	Iteration 48Q: 3 clusters Score -3399420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3399413.250000 Penalty: 4833.384277
	Iteration 49Q: 3 clusters Score -3399413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3399419.000000 Penalty: 4833.384277
	Iteration 50Q: 3 clusters Score -3399419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3399426.750000 Penalty: 4833.384277
	Iteration 51Q: 3 clusters Score -3399427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3399438.000000 Penalty: 4833.384277
	Iteration 52Q: 3 clusters Score -3399438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3399433.500000 Penalty: 4833.384277
	Iteration 53Q: 3 clusters Score -3399434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3399436.000000 Penalty: 4833.384277
	Iteration 54Q: 3 clusters Score -3399436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3399437.250000 Penalty: 4833.384277
	Iteration 55Q: 3 clusters Score -3399437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3399444.500000 Penalty: 4833.384277
	Iteration 56Q: 3 clusters Score -3399444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3399452.500000 Penalty: 4833.384277
	Iteration 57Q: 3 clusters Score -3399452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3399465.000000 Penalty: 4833.384277
	Iteration 58Q: 3 clusters Score -3399465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3399469.750000 Penalty: 4833.384277
	Iteration 59Q: 3 clusters Score -3399470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3399476.000000 Penalty: 4833.384277
	Iteration 60F: 3 clusters Score -3399476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3399487.500000 Penalty: 4833.384277
	Iteration 61Q: 3 clusters Score -3399488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3399490.250000 Penalty: 4833.384277
	Iteration 62Q: 3 clusters Score -3399490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3399498.000000 Penalty: 4833.384277
	Iteration 63Q: 3 clusters Score -3399498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3399498.750000 Penalty: 4833.384277
	Iteration 64Q: 3 clusters Score -3399499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3399505.750000 Penalty: 4833.384277
	Iteration 65Q: 3 clusters Score -3399506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3399508.500000 Penalty: 4833.384277
	Iteration 66Q: 3 clusters Score -3399508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3399508.250000 Penalty: 4833.384277
	Iteration 67Q: 3 clusters Score -3399508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3399509.750000 Penalty: 4833.384277
	Iteration 68Q: 3 clusters Score -3399510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3399512.250000 Penalty: 4833.384277
	Iteration 69Q: 3 clusters Score -3399512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3399516.500000 Penalty: 4833.384277
	Iteration 70Q: 3 clusters Score -3399516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3399514.500000 Penalty: 4833.384277
	Iteration 71Q: 3 clusters Score -3399514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3399524.500000 Penalty: 4833.384277
	Iteration 72Q: 3 clusters Score -3399524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3399520.750000 Penalty: 4833.384277
	Iteration 73Q: 3 clusters Score -3399521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3399523.500000 Penalty: 4833.384277
	Iteration 74Q: 3 clusters Score -3399524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3399523.750000 Penalty: 4833.384277
	Iteration 75Q: 3 clusters Score -3399524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3399521.750000 Penalty: 4833.384277
	Iteration 76Q: 3 clusters Score -3399522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3399523.750000 Penalty: 4833.384277
	Iteration 77Q: 3 clusters Score -3399524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3399526.000000 Penalty: 4833.384277
	Iteration 78Q: 3 clusters Score -3399526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3399525.000000 Penalty: 4833.384277
	Iteration 79Q: 3 clusters Score -3399525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3399522.000000 Penalty: 4833.384277
	Iteration 80F: 3 clusters Score -3399522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3399525.000000 Penalty: 4833.384277
	Iteration 81Q: 3 clusters Score -3399525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3399525.000000 Penalty: 4833.384277
	Iteration 82F: 3 clusters Score -3399525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 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 169 members 
Entering Unmasked Estep 
Score: -20072.689453 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20072.69 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20326.001953 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20402.714844 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -20402.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20449.652344 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -20449.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20478.873047 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -20478.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20501.583984 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -20501.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20533.529297 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -20533.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20542.326172 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -20542.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20547.033203 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -20547.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20547.894531 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -20547.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20547.894531 Penalty: 2892.613770
	Iteration 10F: 3 clusters Score -20547.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -111558.648438 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -111558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -109903.179688 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -109903.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -110111.289062 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -110111.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110185.265625 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -110185.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -110237.062500 Penalty: 3226.126953
	Iteration 3Q: 3 clusters Score -110237.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -110290.382812 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -110290.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -110358.687500 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -110358.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -110421.882812 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -110421.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -110471.992188 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -110472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -110517.484375 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -110517.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -110589.257812 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -110589.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -110636.765625 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -110636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -110682.273438 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -110682.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -110732.375000 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -110732.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -110777.703125 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -110777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -110819.476562 Penalty: 3226.126953
	Iteration 14Q: 3 clusters Score -110819.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -110849.570312 Penalty: 3226.126953
	Iteration 15Q: 3 clusters Score -110849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -110878.148438 Penalty: 3226.126953
	Iteration 16Q: 3 clusters Score -110878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -110888.531250 Penalty: 3226.126953
	Iteration 17Q: 3 clusters Score -110888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -110888.531250 Penalty: 3226.126953
	Iteration 18F: 3 clusters Score -110888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -115784.687500 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -115784.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -114178.718750 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -114178.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -114432.320312 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -114432.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114488.757812 Penalty: 3193.917725
	Iteration 2Q: 3 clusters Score -114488.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -114515.812500 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -114515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114528.796875 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -114528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -114534.625000 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -114534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -114544.625000 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -114544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114546.875000 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -114546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -114548.734375 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -114548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -114551.187500 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -114551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -114551.187500 Penalty: 3193.917725
	Iteration 10F: 3 clusters Score -114551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -833451.625000 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -833451.6 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 2241 members 
Entering Unmasked Estep 
Score: -829390.000000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -829390 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -830893.062500 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -830893.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -831512.625000 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -831512.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -831946.125000 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -831946.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -832257.562500 Penalty: 4166.949707
	Iteration 4F: 3 clusters Score -832257.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -832467.187500 Penalty: 4166.949707
	Iteration 5Q: 3 clusters Score -832467.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -832670.187500 Penalty: 4166.949707
	Iteration 6Q: 3 clusters Score -832670.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -832897.750000 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -832897.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -833083.187500 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -833083.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -833220.125000 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -833220.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -833328.125000 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -833328.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -833378.437500 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -833378.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -833418.562500 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -833418.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -833450.437500 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -833450.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -833469.250000 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -833469.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -833486.437500 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -833486.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -833499.062500 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -833499.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -833508.187500 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -833508.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -833521.687500 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -833521.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -833531.125000 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -833531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -833539.812500 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -833539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -833545.250000 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -833545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -833546.437500 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -833546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -833546.250000 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -833546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -833546.250000 Penalty: 4166.949707
	Iteration 24F: 3 clusters Score -833546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 22950 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 1086 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 20526 members 
Mstep: Class 68 contains 365 members 
Mstep: Class 69 contains 3366 members 
Entering Unmasked Estep 
Score: -161345520.000000 Penalty: 233403.421875
Splitting cluster 53 changes total score from -161346272.000000 to -161345520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -786516.500000 Penalty: 2066.472168
	Iteration 0F: 2 clusters Score -786516.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -782494.562500 Penalty: 4132.944336
	Iteration 0F: 3 clusters Score -782494.6 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -783586.875000 Penalty: 4132.944336
	Iteration 1F: 3 clusters Score -783586.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -783962.625000 Penalty: 4132.944336
	Iteration 2F: 3 clusters Score -783962.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -784178.625000 Penalty: 4132.944336
	Iteration 3F: 3 clusters Score -784178.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -784310.687500 Penalty: 4132.944336
	Iteration 4Q: 3 clusters Score -784310.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -784428.375000 Penalty: 4132.944336
	Iteration 5Q: 3 clusters Score -784428.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -784530.437500 Penalty: 4132.944336
	Iteration 6Q: 3 clusters Score -784530.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -784636.000000 Penalty: 4132.944336
	Iteration 7Q: 3 clusters Score -784636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -784736.312500 Penalty: 4132.944336
	Iteration 8Q: 3 clusters Score -784736.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -784834.562500 Penalty: 4132.944336
	Iteration 9Q: 3 clusters Score -784834.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -784924.812500 Penalty: 4132.944336
	Iteration 10Q: 3 clusters Score -784924.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -785000.625000 Penalty: 4132.944336
	Iteration 11Q: 3 clusters Score -785000.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -785072.000000 Penalty: 4132.944336
	Iteration 12Q: 3 clusters Score -785072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -785127.125000 Penalty: 4132.944336
	Iteration 13Q: 3 clusters Score -785127.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -785166.812500 Penalty: 4132.944336
	Iteration 14Q: 3 clusters Score -785166.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -785204.437500 Penalty: 4132.944336
	Iteration 15Q: 3 clusters Score -785204.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -785238.500000 Penalty: 4132.944336
	Iteration 16Q: 3 clusters Score -785238.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -785275.562500 Penalty: 4132.944336
	Iteration 17Q: 3 clusters Score -785275.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -785318.562500 Penalty: 4132.944336
	Iteration 18Q: 3 clusters Score -785318.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -785364.875000 Penalty: 4132.944336
	Iteration 19Q: 3 clusters Score -785364.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -785395.000000 Penalty: 4132.944336
	Iteration 20F: 3 clusters Score -785395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -785419.187500 Penalty: 4132.944336
	Iteration 21Q: 3 clusters Score -785419.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -785441.375000 Penalty: 4132.944336
	Iteration 22Q: 3 clusters Score -785441.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -785456.750000 Penalty: 4132.944336
	Iteration 23Q: 3 clusters Score -785456.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -785469.250000 Penalty: 4132.944336
	Iteration 24Q: 3 clusters Score -785469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -785478.250000 Penalty: 4132.944336
	Iteration 25Q: 3 clusters Score -785478.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -785482.875000 Penalty: 4132.944336
	Iteration 26Q: 3 clusters Score -785482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -785487.312500 Penalty: 4132.944336
	Iteration 27Q: 3 clusters Score -785487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -785487.937500 Penalty: 4132.944336
	Iteration 28Q: 3 clusters Score -785487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -785489.937500 Penalty: 4132.944336
	Iteration 29Q: 3 clusters Score -785489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -785492.187500 Penalty: 4132.944336
	Iteration 30Q: 3 clusters Score -785492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -785492.187500 Penalty: 4132.944336
	Iteration 31F: 3 clusters Score -785492.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -63844.210938 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -63844.21 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 214 members 
Entering Unmasked Estep 
Score: -62529.152344 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -62529.15 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62855.695312 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -62855.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -63025.167969 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -63025.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -63207.406250 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -63207.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -63304.585938 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -63304.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63391.945312 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -63391.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -63528.406250 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -63528.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -63652.082031 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -63652.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63779.031250 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -63779.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63855.652344 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -63855.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63911.878906 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -63911.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63931.550781 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -63931.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63950.277344 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -63950.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63959.468750 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -63959.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63963.402344 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -63963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63967.234375 Penalty: 2968.032471
	Iteration 15F: 3 clusters Score -63967.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63996.347656 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -63996.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64008.484375 Penalty: 2968.032471
	Iteration 17Q: 3 clusters Score -64008.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64041.714844 Penalty: 2968.032471
	Iteration 18Q: 3 clusters Score -64041.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64065.851562 Penalty: 2968.032471
	Iteration 19Q: 3 clusters Score -64065.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64088.023438 Penalty: 2968.032471
	Iteration 20F: 3 clusters Score -64088.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64096.671875 Penalty: 2968.032471
	Iteration 21Q: 3 clusters Score -64096.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64096.671875 Penalty: 2968.032471
	Iteration 22F: 3 clusters Score -64096.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 22950 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 183 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Mstep: Class 67 contains 20526 members 
Mstep: Class 68 contains 365 members 
Mstep: Class 69 contains 214 members 
Entering Unmasked Estep 
Score: -161345104.000000 Penalty: 233403.421875
Splitting cluster 55 changes total score from -161346272.000000 to -161345104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (14745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Entering Unmasked Estep 
Score: -3084740.250000 Penalty: 2380.467529
	Iteration 0F: 2 clusters Score -3084740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3074093.750000 Penalty: 4760.935059
	Iteration 0F: 3 clusters Score -3074094 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3077557.250000 Penalty: 4760.935059
	Iteration 1F: 3 clusters Score -3077557 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3077843.000000 Penalty: 4760.935059
	Iteration 2F: 3 clusters Score -3077843 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3078073.250000 Penalty: 4760.935059
	Iteration 3Q: 3 clusters Score -3078073 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3078263.000000 Penalty: 4760.935059
	Iteration 4Q: 3 clusters Score -3078263 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3078416.500000 Penalty: 4760.935059
	Iteration 5Q: 3 clusters Score -3078416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3078592.500000 Penalty: 4760.935059
	Iteration 6Q: 3 clusters Score -3078592 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3078765.000000 Penalty: 4760.935059
	Iteration 7Q: 3 clusters Score -3078765 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3078999.750000 Penalty: 4760.935059
	Iteration 8Q: 3 clusters Score -3079000 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3079271.000000 Penalty: 4760.935059
	Iteration 9Q: 3 clusters Score -3079271 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3079627.250000 Penalty: 4760.935059
	Iteration 10Q: 3 clusters Score -3079627 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3080042.500000 Penalty: 4760.935059
	Iteration 11Q: 3 clusters Score -3080042 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3080536.500000 Penalty: 4760.935059
	Iteration 12Q: 3 clusters Score -3080536 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3081080.500000 Penalty: 4760.935059
	Iteration 13Q: 3 clusters Score -3081080 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3081558.500000 Penalty: 4760.935059
	Iteration 14Q: 3 clusters Score -3081558 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3081966.250000 Penalty: 4760.935059
	Iteration 15Q: 3 clusters Score -3081966 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3082219.750000 Penalty: 4760.935059
	Iteration 16Q: 3 clusters Score -3082220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3082387.500000 Penalty: 4760.935059
	Iteration 17Q: 3 clusters Score -3082388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3082479.250000 Penalty: 4760.935059
	Iteration 18Q: 3 clusters Score -3082479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3082537.500000 Penalty: 4760.935059
	Iteration 19Q: 3 clusters Score -3082538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3082577.500000 Penalty: 4760.935059
	Iteration 20F: 3 clusters Score -3082578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3082594.250000 Penalty: 4760.935059
	Iteration 21Q: 3 clusters Score -3082594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3082610.750000 Penalty: 4760.935059
	Iteration 22Q: 3 clusters Score -3082611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3082625.500000 Penalty: 4760.935059
	Iteration 23Q: 3 clusters Score -3082626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3082631.250000 Penalty: 4760.935059
	Iteration 24Q: 3 clusters Score -3082631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3082634.500000 Penalty: 4760.935059
	Iteration 25Q: 3 clusters Score -3082634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3082635.750000 Penalty: 4760.935059
	Iteration 26Q: 3 clusters Score -3082636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3082640.750000 Penalty: 4760.935059
	Iteration 27Q: 3 clusters Score -3082641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3082639.750000 Penalty: 4760.935059
	Iteration 28Q: 3 clusters Score -3082640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3082641.750000 Penalty: 4760.935059
	Iteration 29Q: 3 clusters Score -3082642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3082643.750000 Penalty: 4760.935059
	Iteration 30Q: 3 clusters Score -3082644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3082645.750000 Penalty: 4760.935059
	Iteration 31Q: 3 clusters Score -3082646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3082649.500000 Penalty: 4760.935059
	Iteration 32Q: 3 clusters Score -3082650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3082654.500000 Penalty: 4760.935059
	Iteration 33Q: 3 clusters Score -3082654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3082661.750000 Penalty: 4760.935059
	Iteration 34Q: 3 clusters Score -3082662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3082661.750000 Penalty: 4760.935059
	Iteration 35F: 3 clusters Score -3082662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (16140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Entering Unmasked Estep 
Score: -3387552.500000 Penalty: 2402.885986
	Iteration 0F: 2 clusters Score -3387552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3376453.500000 Penalty: 4805.771973
	Iteration 0F: 3 clusters Score -3376454 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3380081.750000 Penalty: 4805.771973
	Iteration 1F: 3 clusters Score -3380082 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3380410.500000 Penalty: 4805.771973
	Iteration 2F: 3 clusters Score -3380410 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3380642.500000 Penalty: 4805.771973
	Iteration 3Q: 3 clusters Score -3380642 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3380834.750000 Penalty: 4805.771973
	Iteration 4Q: 3 clusters Score -3380835 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3381017.500000 Penalty: 4805.771973
	Iteration 5Q: 3 clusters Score -3381018 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3381237.250000 Penalty: 4805.771973
	Iteration 6Q: 3 clusters Score -3381237 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3381477.250000 Penalty: 4805.771973
	Iteration 7Q: 3 clusters Score -3381477 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3381793.250000 Penalty: 4805.771973
	Iteration 8Q: 3 clusters Score -3381793 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3382157.000000 Penalty: 4805.771973
	Iteration 9Q: 3 clusters Score -3382157 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3382612.000000 Penalty: 4805.771973
	Iteration 10Q: 3 clusters Score -3382612 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3383132.000000 Penalty: 4805.771973
	Iteration 11Q: 3 clusters Score -3383132 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3383696.000000 Penalty: 4805.771973
	Iteration 12F: 3 clusters Score -3383696 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3384236.500000 Penalty: 4805.771973
	Iteration 13Q: 3 clusters Score -3384236 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3384660.750000 Penalty: 4805.771973
	Iteration 14Q: 3 clusters Score -3384661 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3384967.500000 Penalty: 4805.771973
	Iteration 15Q: 3 clusters Score -3384968 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3385135.250000 Penalty: 4805.771973
	Iteration 16Q: 3 clusters Score -3385135 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3385266.000000 Penalty: 4805.771973
	Iteration 17Q: 3 clusters Score -3385266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3385324.250000 Penalty: 4805.771973
	Iteration 18Q: 3 clusters Score -3385324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3385375.250000 Penalty: 4805.771973
	Iteration 19Q: 3 clusters Score -3385375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3385401.250000 Penalty: 4805.771973
	Iteration 20F: 3 clusters Score -3385401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3385413.000000 Penalty: 4805.771973
	Iteration 21Q: 3 clusters Score -3385413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3385423.500000 Penalty: 4805.771973
	Iteration 22Q: 3 clusters Score -3385424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3385442.500000 Penalty: 4805.771973
	Iteration 23Q: 3 clusters Score -3385442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3385457.500000 Penalty: 4805.771973
	Iteration 24Q: 3 clusters Score -3385458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3385464.750000 Penalty: 4805.771973
	Iteration 25Q: 3 clusters Score -3385465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3385466.250000 Penalty: 4805.771973
	Iteration 26Q: 3 clusters Score -3385466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3385466.750000 Penalty: 4805.771973
	Iteration 27Q: 3 clusters Score -3385467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3385465.500000 Penalty: 4805.771973
	Iteration 28Q: 3 clusters Score -3385466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3385465.500000 Penalty: 4805.771973
	Iteration 29F: 3 clusters Score -3385466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -376592.812500 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -376592.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -374008.375000 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -374008.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -374460.406250 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -374460.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -374616.718750 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -374616.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -374707.625000 Penalty: 3769.303223
	Iteration 3F: 3 clusters Score -374707.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -374770.156250 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -374770.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -374814.718750 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -374814.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -374860.375000 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -374860.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -374895.781250 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -374895.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -374917.531250 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -374917.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -374938.187500 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -374938.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -374960.968750 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -374961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -374984.531250 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -374984.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -375006.343750 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -375006.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -375035.750000 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -375035.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -375058.625000 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -375058.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -375091.281250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -375091.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -375131.656250 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -375131.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -375188.312500 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -375188.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -375230.968750 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -375231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -375275.218750 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -375275.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -375306.812500 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -375306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -375326.593750 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -375326.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -375342.750000 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -375342.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -375355.250000 Penalty: 3769.303223
	Iteration 23Q: 3 clusters Score -375355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -375361.312500 Penalty: 3769.303223
	Iteration 24Q: 3 clusters Score -375361.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -375366.937500 Penalty: 3769.303223
	Iteration 25Q: 3 clusters Score -375366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -375372.468750 Penalty: 3769.303223
	Iteration 26Q: 3 clusters Score -375372.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -375375.625000 Penalty: 3769.303223
	Iteration 27Q: 3 clusters Score -375375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -375384.250000 Penalty: 3769.303223
	Iteration 28Q: 3 clusters Score -375384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -375388.281250 Penalty: 3769.303223
	Iteration 29Q: 3 clusters Score -375388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -375393.000000 Penalty: 3769.303223
	Iteration 30Q: 3 clusters Score -375393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -375397.875000 Penalty: 3769.303223
	Iteration 31Q: 3 clusters Score -375397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -375405.437500 Penalty: 3769.303223
	Iteration 32Q: 3 clusters Score -375405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -375408.312500 Penalty: 3769.303223
	Iteration 33Q: 3 clusters Score -375408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -375409.187500 Penalty: 3769.303223
	Iteration 34Q: 3 clusters Score -375409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -375409.187500 Penalty: 3769.303223
	Iteration 35F: 3 clusters Score -375409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (36832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Entering Unmasked Estep 
Score: -7165446.000000 Penalty: 2607.502197
	Iteration 0F: 2 clusters Score -7165446 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 18425 members 
Entering Unmasked Estep 
Score: -7142913.500000 Penalty: 5215.004395
	Iteration 0F: 3 clusters Score -7142914 nChanged 16651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -7151967.500000 Penalty: 5215.004395
	Iteration 1F: 3 clusters Score -7151968 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -7152414.500000 Penalty: 5215.004395
	Iteration 2Q: 3 clusters Score -7152414 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -7152825.500000 Penalty: 5215.004395
	Iteration 3Q: 3 clusters Score -7152826 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7153298.000000 Penalty: 5215.004395
	Iteration 4Q: 3 clusters Score -7153298 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7153889.500000 Penalty: 5215.004395
	Iteration 5Q: 3 clusters Score -7153890 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -7154635.500000 Penalty: 5215.004395
	Iteration 6Q: 3 clusters Score -7154636 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7155615.500000 Penalty: 5215.004395
	Iteration 7Q: 3 clusters Score -7155616 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -7156725.000000 Penalty: 5215.004395
	Iteration 8F: 3 clusters Score -7156725 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -7158033.000000 Penalty: 5215.004395
	Iteration 9F: 3 clusters Score -7158033 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -7159273.000000 Penalty: 5215.004395
	Iteration 10F: 3 clusters Score -7159273 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -7160198.500000 Penalty: 5215.004395
	Iteration 11Q: 3 clusters Score -7160198 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -7160897.000000 Penalty: 5215.004395
	Iteration 12Q: 3 clusters Score -7160897 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -7161312.500000 Penalty: 5215.004395
	Iteration 13Q: 3 clusters Score -7161312 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -7161564.500000 Penalty: 5215.004395
	Iteration 14Q: 3 clusters Score -7161564 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -7161788.500000 Penalty: 5215.004395
	Iteration 15Q: 3 clusters Score -7161788 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -7161945.000000 Penalty: 5215.004395
	Iteration 16Q: 3 clusters Score -7161945 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -7162099.000000 Penalty: 5215.004395
	Iteration 17Q: 3 clusters Score -7162099 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -7162239.500000 Penalty: 5215.004395
	Iteration 18Q: 3 clusters Score -7162240 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -7162307.000000 Penalty: 5215.004395
	Iteration 19Q: 3 clusters Score -7162307 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -7162352.000000 Penalty: 5215.004395
	Iteration 20F: 3 clusters Score -7162352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -7162419.500000 Penalty: 5215.004395
	Iteration 21Q: 3 clusters Score -7162420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -7162505.000000 Penalty: 5215.004395
	Iteration 22Q: 3 clusters Score -7162505 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -7162599.500000 Penalty: 5215.004395
	Iteration 23Q: 3 clusters Score -7162600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -7162633.500000 Penalty: 5215.004395
	Iteration 24Q: 3 clusters Score -7162634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -7162721.000000 Penalty: 5215.004395
	Iteration 25Q: 3 clusters Score -7162721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -7162769.500000 Penalty: 5215.004395
	Iteration 26Q: 3 clusters Score -7162770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -7162800.500000 Penalty: 5215.004395
	Iteration 27Q: 3 clusters Score -7162800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -7162835.500000 Penalty: 5215.004395
	Iteration 28Q: 3 clusters Score -7162836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -7162876.500000 Penalty: 5215.004395
	Iteration 29Q: 3 clusters Score -7162876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -7162911.500000 Penalty: 5215.004395
	Iteration 30Q: 3 clusters Score -7162912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -7162933.000000 Penalty: 5215.004395
	Iteration 31Q: 3 clusters Score -7162933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -7162959.500000 Penalty: 5215.004395
	Iteration 32Q: 3 clusters Score -7162960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -7162992.000000 Penalty: 5215.004395
	Iteration 33Q: 3 clusters Score -7162992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -7163017.500000 Penalty: 5215.004395
	Iteration 34Q: 3 clusters Score -7163018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -7163041.000000 Penalty: 5215.004395
	Iteration 35Q: 3 clusters Score -7163041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -7163049.000000 Penalty: 5215.004395
	Iteration 36Q: 3 clusters Score -7163049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -7163063.500000 Penalty: 5215.004395
	Iteration 37Q: 3 clusters Score -7163064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -7163073.000000 Penalty: 5215.004395
	Iteration 38Q: 3 clusters Score -7163073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -7163095.000000 Penalty: 5215.004395
	Iteration 39Q: 3 clusters Score -7163095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -7163107.500000 Penalty: 5215.004395
	Iteration 40F: 3 clusters Score -7163108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -7163105.500000 Penalty: 5215.004395
	Iteration 41Q: 3 clusters Score -7163106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -7163110.000000 Penalty: 5215.004395
	Iteration 42Q: 3 clusters Score -7163110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -7163116.000000 Penalty: 5215.004395
	Iteration 43Q: 3 clusters Score -7163116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7163113.500000 Penalty: 5215.004395
	Iteration 44Q: 3 clusters Score -7163114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7163113.500000 Penalty: 5215.004395
	Iteration 45F: 3 clusters Score -7163114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (39180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Entering Unmasked Estep 
Score: -7628749.000000 Penalty: 2622.828613
	Iteration 0F: 2 clusters Score -7628749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -7606052.000000 Penalty: 5245.657227
	Iteration 0F: 3 clusters Score -7606052 nChanged 18044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -7615937.500000 Penalty: 5245.657227
	Iteration 1F: 3 clusters Score -7615938 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -7616427.500000 Penalty: 5245.657227
	Iteration 2Q: 3 clusters Score -7616428 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -7616888.000000 Penalty: 5245.657227
	Iteration 3Q: 3 clusters Score -7616888 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -7617405.500000 Penalty: 5245.657227
	Iteration 4Q: 3 clusters Score -7617406 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -7617924.500000 Penalty: 5245.657227
	Iteration 5Q: 3 clusters Score -7617924 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -7618464.500000 Penalty: 5245.657227
	Iteration 6Q: 3 clusters Score -7618464 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -7619192.500000 Penalty: 5245.657227
	Iteration 7Q: 3 clusters Score -7619192 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7620463.500000 Penalty: 5245.657227
	Iteration 8F: 3 clusters Score -7620464 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -7621822.000000 Penalty: 5245.657227
	Iteration 9F: 3 clusters Score -7621822 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -7623199.500000 Penalty: 5245.657227
	Iteration 10F: 3 clusters Score -7623200 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -7624471.000000 Penalty: 5245.657227
	Iteration 11F: 3 clusters Score -7624471 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -7625353.500000 Penalty: 5245.657227
	Iteration 12Q: 3 clusters Score -7625354 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -7625954.500000 Penalty: 5245.657227
	Iteration 13Q: 3 clusters Score -7625954 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7626238.000000 Penalty: 5245.657227
	Iteration 14Q: 3 clusters Score -7626238 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -7626422.000000 Penalty: 5245.657227
	Iteration 15Q: 3 clusters Score -7626422 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -7626490.000000 Penalty: 5245.657227
	Iteration 16Q: 3 clusters Score -7626490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7626501.000000 Penalty: 5245.657227
	Iteration 17Q: 3 clusters Score -7626501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -7626537.000000 Penalty: 5245.657227
	Iteration 18Q: 3 clusters Score -7626537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -7626557.000000 Penalty: 5245.657227
	Iteration 19Q: 3 clusters Score -7626557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -7626585.000000 Penalty: 5245.657227
	Iteration 20F: 3 clusters Score -7626585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -7626586.500000 Penalty: 5245.657227
	Iteration 21Q: 3 clusters Score -7626586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -7626587.500000 Penalty: 5245.657227
	Iteration 22Q: 3 clusters Score -7626588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -7626601.500000 Penalty: 5245.657227
	Iteration 23Q: 3 clusters Score -7626602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -7626598.000000 Penalty: 5245.657227
	Iteration 24Q: 3 clusters Score -7626598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -7626597.000000 Penalty: 5245.657227
	Iteration 25Q: 3 clusters Score -7626597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -7626604.000000 Penalty: 5245.657227
	Iteration 26Q: 3 clusters Score -7626604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7626610.500000 Penalty: 5245.657227
	Iteration 27Q: 3 clusters Score -7626610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -7626605.000000 Penalty: 5245.657227
	Iteration 28Q: 3 clusters Score -7626605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -7626610.000000 Penalty: 5245.657227
	Iteration 29Q: 3 clusters Score -7626610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -7626615.500000 Penalty: 5245.657227
	Iteration 30Q: 3 clusters Score -7626616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -7626615.500000 Penalty: 5245.657227
	Iteration 31F: 3 clusters Score -7626616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (15891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Entering Unmasked Estep 
Score: -3356978.500000 Penalty: 2399.030029
	Iteration 0F: 2 clusters Score -3356978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3346926.250000 Penalty: 4798.060059
	Iteration 0F: 3 clusters Score -3346926 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3350403.750000 Penalty: 4798.060059
	Iteration 1F: 3 clusters Score -3350404 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3350766.000000 Penalty: 4798.060059
	Iteration 2F: 3 clusters Score -3350766 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3351080.750000 Penalty: 4798.060059
	Iteration 3Q: 3 clusters Score -3351081 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3351422.250000 Penalty: 4798.060059
	Iteration 4Q: 3 clusters Score -3351422 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3351814.750000 Penalty: 4798.060059
	Iteration 5Q: 3 clusters Score -3351815 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3352328.750000 Penalty: 4798.060059
	Iteration 6F: 3 clusters Score -3352329 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3352950.250000 Penalty: 4798.060059
	Iteration 7F: 3 clusters Score -3352950 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3353618.750000 Penalty: 4798.060059
	Iteration 8F: 3 clusters Score -3353619 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3354171.250000 Penalty: 4798.060059
	Iteration 9F: 3 clusters Score -3354171 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3354536.250000 Penalty: 4798.060059
	Iteration 10Q: 3 clusters Score -3354536 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3354683.750000 Penalty: 4798.060059
	Iteration 11Q: 3 clusters Score -3354684 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3354810.500000 Penalty: 4798.060059
	Iteration 12Q: 3 clusters Score -3354810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3354930.750000 Penalty: 4798.060059
	Iteration 13Q: 3 clusters Score -3354931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3354996.750000 Penalty: 4798.060059
	Iteration 14Q: 3 clusters Score -3354997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3355015.500000 Penalty: 4798.060059
	Iteration 15Q: 3 clusters Score -3355016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3355032.500000 Penalty: 4798.060059
	Iteration 16Q: 3 clusters Score -3355032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3355043.750000 Penalty: 4798.060059
	Iteration 17Q: 3 clusters Score -3355044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3355050.750000 Penalty: 4798.060059
	Iteration 18Q: 3 clusters Score -3355051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3355059.750000 Penalty: 4798.060059
	Iteration 19Q: 3 clusters Score -3355060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3355067.000000 Penalty: 4798.060059
	Iteration 20F: 3 clusters Score -3355067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3355078.750000 Penalty: 4798.060059
	Iteration 21Q: 3 clusters Score -3355079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3355081.250000 Penalty: 4798.060059
	Iteration 22Q: 3 clusters Score -3355081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3355084.750000 Penalty: 4798.060059
	Iteration 23Q: 3 clusters Score -3355085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3355086.000000 Penalty: 4798.060059
	Iteration 24Q: 3 clusters Score -3355086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3355083.750000 Penalty: 4798.060059
	Iteration 25Q: 3 clusters Score -3355084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3355086.000000 Penalty: 4798.060059
	Iteration 26Q: 3 clusters Score -3355086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3355085.500000 Penalty: 4798.060059
	Iteration 27Q: 3 clusters Score -3355086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3355085.500000 Penalty: 4798.060059
	Iteration 28F: 3 clusters Score -3355086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -67969.945312 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -67969.95 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 186 members 
Entering Unmasked Estep 
Score: -66613.250000 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -66613.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66777.593750 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -66777.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66840.796875 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -66840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66871.117188 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -66871.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -66906.554688 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -66906.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66925.242188 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -66925.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66948.593750 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -66948.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66968.000000 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -66968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66976.367188 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -66976.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -66978.765625 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -66978.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66982.203125 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -66982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66982.203125 Penalty: 2963.009521
	Iteration 11F: 3 clusters Score -66982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -86185.976562 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -86185.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84846.148438 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -84846.15 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85258.140625 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -85258.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85456.734375 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -85456.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85595.390625 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -85595.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85688.570312 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -85688.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85728.375000 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -85728.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85753.210938 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -85753.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85758.750000 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -85758.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85761.757812 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -85761.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85765.375000 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -85765.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85765.375000 Penalty: 3177.812500
	Iteration 10F: 3 clusters Score -85765.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (16154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Entering Unmasked Estep 
Score: -3400768.250000 Penalty: 2403.101074
	Iteration 0F: 2 clusters Score -3400768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3390040.750000 Penalty: 4806.202148
	Iteration 0F: 3 clusters Score -3390041 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3393663.750000 Penalty: 4806.202148
	Iteration 1F: 3 clusters Score -3393664 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3393977.000000 Penalty: 4806.202148
	Iteration 2F: 3 clusters Score -3393977 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3394245.000000 Penalty: 4806.202148
	Iteration 3Q: 3 clusters Score -3394245 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3394442.500000 Penalty: 4806.202148
	Iteration 4Q: 3 clusters Score -3394442 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3394603.250000 Penalty: 4806.202148
	Iteration 5Q: 3 clusters Score -3394603 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3394726.500000 Penalty: 4806.202148
	Iteration 6Q: 3 clusters Score -3394726 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3394823.750000 Penalty: 4806.202148
	Iteration 7Q: 3 clusters Score -3394824 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3394930.500000 Penalty: 4806.202148
	Iteration 8Q: 3 clusters Score -3394930 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3395049.250000 Penalty: 4806.202148
	Iteration 9Q: 3 clusters Score -3395049 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3395158.000000 Penalty: 4806.202148
	Iteration 10Q: 3 clusters Score -3395158 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3395268.750000 Penalty: 4806.202148
	Iteration 11Q: 3 clusters Score -3395269 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3395354.250000 Penalty: 4806.202148
	Iteration 12Q: 3 clusters Score -3395354 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3395435.500000 Penalty: 4806.202148
	Iteration 13Q: 3 clusters Score -3395436 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3395534.250000 Penalty: 4806.202148
	Iteration 14Q: 3 clusters Score -3395534 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3395610.250000 Penalty: 4806.202148
	Iteration 15Q: 3 clusters Score -3395610 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3395678.750000 Penalty: 4806.202148
	Iteration 16Q: 3 clusters Score -3395679 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3395776.750000 Penalty: 4806.202148
	Iteration 17Q: 3 clusters Score -3395777 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -3395867.750000 Penalty: 4806.202148
	Iteration 18Q: 3 clusters Score -3395868 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3395981.250000 Penalty: 4806.202148
	Iteration 19Q: 3 clusters Score -3395981 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3396163.500000 Penalty: 4806.202148
	Iteration 20F: 3 clusters Score -3396164 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3396396.750000 Penalty: 4806.202148
	Iteration 21Q: 3 clusters Score -3396397 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3396715.500000 Penalty: 4806.202148
	Iteration 22Q: 3 clusters Score -3396716 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3397053.750000 Penalty: 4806.202148
	Iteration 23Q: 3 clusters Score -3397054 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3397396.750000 Penalty: 4806.202148
	Iteration 24Q: 3 clusters Score -3397397 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3397644.000000 Penalty: 4806.202148
	Iteration 25Q: 3 clusters Score -3397644 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3397811.500000 Penalty: 4806.202148
	Iteration 26Q: 3 clusters Score -3397812 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3397961.750000 Penalty: 4806.202148
	Iteration 27Q: 3 clusters Score -3397962 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3398080.000000 Penalty: 4806.202148
	Iteration 28Q: 3 clusters Score -3398080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3398165.000000 Penalty: 4806.202148
	Iteration 29Q: 3 clusters Score -3398165 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3398251.750000 Penalty: 4806.202148
	Iteration 30Q: 3 clusters Score -3398252 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3398320.500000 Penalty: 4806.202148
	Iteration 31Q: 3 clusters Score -3398320 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3398344.250000 Penalty: 4806.202148
	Iteration 32Q: 3 clusters Score -3398344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3398391.250000 Penalty: 4806.202148
	Iteration 33Q: 3 clusters Score -3398391 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3398451.250000 Penalty: 4806.202148
	Iteration 34Q: 3 clusters Score -3398451 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3398492.750000 Penalty: 4806.202148
	Iteration 35Q: 3 clusters Score -3398493 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3398533.000000 Penalty: 4806.202148
	Iteration 36Q: 3 clusters Score -3398533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3398552.750000 Penalty: 4806.202148
	Iteration 37Q: 3 clusters Score -3398553 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3398560.500000 Penalty: 4806.202148
	Iteration 38Q: 3 clusters Score -3398560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3398584.250000 Penalty: 4806.202148
	Iteration 39Q: 3 clusters Score -3398584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3398589.500000 Penalty: 4806.202148
	Iteration 40F: 3 clusters Score -3398590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3398604.000000 Penalty: 4806.202148
	Iteration 41Q: 3 clusters Score -3398604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3398619.500000 Penalty: 4806.202148
	Iteration 42Q: 3 clusters Score -3398620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3398617.250000 Penalty: 4806.202148
	Iteration 43Q: 3 clusters Score -3398617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -3398626.750000 Penalty: 4806.202148
	Iteration 44Q: 3 clusters Score -3398627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3398632.500000 Penalty: 4806.202148
	Iteration 45Q: 3 clusters Score -3398632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3398638.000000 Penalty: 4806.202148
	Iteration 46Q: 3 clusters Score -3398638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3398641.250000 Penalty: 4806.202148
	Iteration 47Q: 3 clusters Score -3398641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3398646.250000 Penalty: 4806.202148
	Iteration 48Q: 3 clusters Score -3398646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3398643.750000 Penalty: 4806.202148
	Iteration 49Q: 3 clusters Score -3398644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3398639.750000 Penalty: 4806.202148
	Iteration 50Q: 3 clusters Score -3398640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3398637.000000 Penalty: 4806.202148
	Iteration 51Q: 3 clusters Score -3398637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3398647.500000 Penalty: 4806.202148
	Iteration 52Q: 3 clusters Score -3398648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3398649.000000 Penalty: 4806.202148
	Iteration 53Q: 3 clusters Score -3398649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3398654.000000 Penalty: 4806.202148
	Iteration 54Q: 3 clusters Score -3398654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3398656.250000 Penalty: 4806.202148
	Iteration 55Q: 3 clusters Score -3398656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3398660.000000 Penalty: 4806.202148
	Iteration 56Q: 3 clusters Score -3398660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3398655.750000 Penalty: 4806.202148
	Iteration 57Q: 3 clusters Score -3398656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3398658.500000 Penalty: 4806.202148
	Iteration 58Q: 3 clusters Score -3398658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3398658.500000 Penalty: 4806.202148
	Iteration 59Q: 3 clusters Score -3398658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3398660.750000 Penalty: 4806.202148
	Iteration 60F: 3 clusters Score -3398661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3398660.750000 Penalty: 4806.202148
	Iteration 61Q: 3 clusters Score -3398661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3398658.500000 Penalty: 4806.202148
	Iteration 62Q: 3 clusters Score -3398658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3398660.250000 Penalty: 4806.202148
	Iteration 63Q: 3 clusters Score -3398660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3398660.500000 Penalty: 4806.202148
	Iteration 64Q: 3 clusters Score -3398660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3398662.500000 Penalty: 4806.202148
	Iteration 65Q: 3 clusters Score -3398662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3398668.500000 Penalty: 4806.202148
	Iteration 66Q: 3 clusters Score -3398668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3398667.750000 Penalty: 4806.202148
	Iteration 67Q: 3 clusters Score -3398668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3398662.250000 Penalty: 4806.202148
	Iteration 68Q: 3 clusters Score -3398662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3398664.250000 Penalty: 4806.202148
	Iteration 69Q: 3 clusters Score -3398664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3398662.250000 Penalty: 4806.202148
	Iteration 70Q: 3 clusters Score -3398662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3398662.250000 Penalty: 4806.202148
	Iteration 71Q: 3 clusters Score -3398662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3398662.250000 Penalty: 4806.202148
	Iteration 72F: 3 clusters Score -3398662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -601028.500000 Penalty: 1999.873901
	Iteration 0F: 2 clusters Score -601028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -597638.062500 Penalty: 3999.747803
	Iteration 0F: 3 clusters Score -597638.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -598386.625000 Penalty: 3999.747803
	Iteration 1F: 3 clusters Score -598386.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -598599.125000 Penalty: 3999.747803
	Iteration 2F: 3 clusters Score -598599.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -598741.125000 Penalty: 3999.747803
	Iteration 3F: 3 clusters Score -598741.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -598849.000000 Penalty: 3999.747803
	Iteration 4Q: 3 clusters Score -598849 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -598929.312500 Penalty: 3999.747803
	Iteration 5Q: 3 clusters Score -598929.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -599019.000000 Penalty: 3999.747803
	Iteration 6Q: 3 clusters Score -599019 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -599101.500000 Penalty: 3999.747803
	Iteration 7Q: 3 clusters Score -599101.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -599169.875000 Penalty: 3999.747803
	Iteration 8Q: 3 clusters Score -599169.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -599226.875000 Penalty: 3999.747803
	Iteration 9Q: 3 clusters Score -599226.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -599273.187500 Penalty: 3999.747803
	Iteration 10Q: 3 clusters Score -599273.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -599310.375000 Penalty: 3999.747803
	Iteration 11Q: 3 clusters Score -599310.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -599339.062500 Penalty: 3999.747803
	Iteration 12Q: 3 clusters Score -599339.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -599369.562500 Penalty: 3999.747803
	Iteration 13Q: 3 clusters Score -599369.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -599408.250000 Penalty: 3999.747803
	Iteration 14Q: 3 clusters Score -599408.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -599442.500000 Penalty: 3999.747803
	Iteration 15Q: 3 clusters Score -599442.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -599467.187500 Penalty: 3999.747803
	Iteration 16Q: 3 clusters Score -599467.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -599488.625000 Penalty: 3999.747803
	Iteration 17Q: 3 clusters Score -599488.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -599501.312500 Penalty: 3999.747803
	Iteration 18Q: 3 clusters Score -599501.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -599510.625000 Penalty: 3999.747803
	Iteration 19Q: 3 clusters Score -599510.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -599516.875000 Penalty: 3999.747803
	Iteration 20F: 3 clusters Score -599516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -599522.125000 Penalty: 3999.747803
	Iteration 21Q: 3 clusters Score -599522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -599527.562500 Penalty: 3999.747803
	Iteration 22Q: 3 clusters Score -599527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -599537.062500 Penalty: 3999.747803
	Iteration 23Q: 3 clusters Score -599537.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -599544.500000 Penalty: 3999.747803
	Iteration 24Q: 3 clusters Score -599544.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -599549.062500 Penalty: 3999.747803
	Iteration 25Q: 3 clusters Score -599549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -599550.562500 Penalty: 3999.747803
	Iteration 26Q: 3 clusters Score -599550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -599551.312500 Penalty: 3999.747803
	Iteration 27Q: 3 clusters Score -599551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -599553.812500 Penalty: 3999.747803
	Iteration 28Q: 3 clusters Score -599553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -599555.812500 Penalty: 3999.747803
	Iteration 29Q: 3 clusters Score -599555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -599557.937500 Penalty: 3999.747803
	Iteration 30Q: 3 clusters Score -599557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -599559.062500 Penalty: 3999.747803
	Iteration 31Q: 3 clusters Score -599559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -599559.625000 Penalty: 3999.747803
	Iteration 32Q: 3 clusters Score -599559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -599560.937500 Penalty: 3999.747803
	Iteration 33Q: 3 clusters Score -599560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -599563.062500 Penalty: 3999.747803
	Iteration 34Q: 3 clusters Score -599563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -599565.687500 Penalty: 3999.747803
	Iteration 35Q: 3 clusters Score -599565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -599568.687500 Penalty: 3999.747803
	Iteration 36Q: 3 clusters Score -599568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -599569.500000 Penalty: 3999.747803
	Iteration 37Q: 3 clusters Score -599569.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -599570.687500 Penalty: 3999.747803
	Iteration 38Q: 3 clusters Score -599570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -599572.125000 Penalty: 3999.747803
	Iteration 39Q: 3 clusters Score -599572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -599571.937500 Penalty: 3999.747803
	Iteration 40F: 3 clusters Score -599571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -599571.937500 Penalty: 3999.747803
	Iteration 41Q: 3 clusters Score -599571.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -599571.937500 Penalty: 3999.747803
	Iteration 42F: 3 clusters Score -599571.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (16423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Entering Unmasked Estep 
Score: -3474571.000000 Penalty: 2407.196533
	Iteration 0F: 2 clusters Score -3474571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3464335.500000 Penalty: 4814.393066
	Iteration 0F: 3 clusters Score -3464336 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3468093.250000 Penalty: 4814.393066
	Iteration 1F: 3 clusters Score -3468093 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3468480.000000 Penalty: 4814.393066
	Iteration 2F: 3 clusters Score -3468480 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3468793.250000 Penalty: 4814.393066
	Iteration 3Q: 3 clusters Score -3468793 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3469041.750000 Penalty: 4814.393066
	Iteration 4Q: 3 clusters Score -3469042 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3469271.750000 Penalty: 4814.393066
	Iteration 5Q: 3 clusters Score -3469272 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3469482.500000 Penalty: 4814.393066
	Iteration 6Q: 3 clusters Score -3469482 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3469714.500000 Penalty: 4814.393066
	Iteration 7Q: 3 clusters Score -3469714 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3469947.500000 Penalty: 4814.393066
	Iteration 8Q: 3 clusters Score -3469948 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3470184.000000 Penalty: 4814.393066
	Iteration 9Q: 3 clusters Score -3470184 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3470426.500000 Penalty: 4814.393066
	Iteration 10Q: 3 clusters Score -3470426 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3470642.750000 Penalty: 4814.393066
	Iteration 11Q: 3 clusters Score -3470643 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3470857.000000 Penalty: 4814.393066
	Iteration 12Q: 3 clusters Score -3470857 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3471063.750000 Penalty: 4814.393066
	Iteration 13Q: 3 clusters Score -3471064 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3471262.750000 Penalty: 4814.393066
	Iteration 14Q: 3 clusters Score -3471263 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3471435.000000 Penalty: 4814.393066
	Iteration 15Q: 3 clusters Score -3471435 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3471627.250000 Penalty: 4814.393066
	Iteration 16Q: 3 clusters Score -3471627 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3471824.000000 Penalty: 4814.393066
	Iteration 17Q: 3 clusters Score -3471824 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3471965.750000 Penalty: 4814.393066
	Iteration 18Q: 3 clusters Score -3471966 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3472065.250000 Penalty: 4814.393066
	Iteration 19Q: 3 clusters Score -3472065 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3472130.250000 Penalty: 4814.393066
	Iteration 20F: 3 clusters Score -3472130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3472173.250000 Penalty: 4814.393066
	Iteration 21Q: 3 clusters Score -3472173 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3472203.250000 Penalty: 4814.393066
	Iteration 22Q: 3 clusters Score -3472203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3472210.750000 Penalty: 4814.393066
	Iteration 23Q: 3 clusters Score -3472211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3472217.000000 Penalty: 4814.393066
	Iteration 24Q: 3 clusters Score -3472217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3472220.250000 Penalty: 4814.393066
	Iteration 25Q: 3 clusters Score -3472220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -3472230.250000 Penalty: 4814.393066
	Iteration 26Q: 3 clusters Score -3472230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3472239.750000 Penalty: 4814.393066
	Iteration 27Q: 3 clusters Score -3472240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3472238.250000 Penalty: 4814.393066
	Iteration 28Q: 3 clusters Score -3472238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3472248.000000 Penalty: 4814.393066
	Iteration 29Q: 3 clusters Score -3472248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3472249.000000 Penalty: 4814.393066
	Iteration 30Q: 3 clusters Score -3472249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3472248.250000 Penalty: 4814.393066
	Iteration 31Q: 3 clusters Score -3472248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3472257.750000 Penalty: 4814.393066
	Iteration 32Q: 3 clusters Score -3472258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3472260.750000 Penalty: 4814.393066
	Iteration 33Q: 3 clusters Score -3472261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3472262.500000 Penalty: 4814.393066
	Iteration 34Q: 3 clusters Score -3472262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3472262.750000 Penalty: 4814.393066
	Iteration 35Q: 3 clusters Score -3472263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3472267.000000 Penalty: 4814.393066
	Iteration 36Q: 3 clusters Score -3472267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3472266.000000 Penalty: 4814.393066
	Iteration 37Q: 3 clusters Score -3472266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3472265.000000 Penalty: 4814.393066
	Iteration 38Q: 3 clusters Score -3472265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3472266.750000 Penalty: 4814.393066
	Iteration 39Q: 3 clusters Score -3472267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3472266.750000 Penalty: 4814.393066
	Iteration 40F: 3 clusters Score -3472267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3472267.000000 Penalty: 4814.393066
	Iteration 41Q: 3 clusters Score -3472267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3472270.000000 Penalty: 4814.393066
	Iteration 42Q: 3 clusters Score -3472270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3472275.500000 Penalty: 4814.393066
	Iteration 43Q: 3 clusters Score -3472276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3472276.500000 Penalty: 4814.393066
	Iteration 44Q: 3 clusters Score -3472276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3472274.000000 Penalty: 4814.393066
	Iteration 45Q: 3 clusters Score -3472274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3472271.250000 Penalty: 4814.393066
	Iteration 46Q: 3 clusters Score -3472271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3472273.250000 Penalty: 4814.393066
	Iteration 47Q: 3 clusters Score -3472273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3472271.000000 Penalty: 4814.393066
	Iteration 48Q: 3 clusters Score -3472271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3472273.500000 Penalty: 4814.393066
	Iteration 49Q: 3 clusters Score -3472274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3472275.750000 Penalty: 4814.393066
	Iteration 50Q: 3 clusters Score -3472276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3472272.250000 Penalty: 4814.393066
	Iteration 51Q: 3 clusters Score -3472272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3472278.500000 Penalty: 4814.393066
	Iteration 52Q: 3 clusters Score -3472278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3472277.250000 Penalty: 4814.393066
	Iteration 53Q: 3 clusters Score -3472277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3472281.750000 Penalty: 4814.393066
	Iteration 54Q: 3 clusters Score -3472282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3472278.250000 Penalty: 4814.393066
	Iteration 55Q: 3 clusters Score -3472278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3472280.000000 Penalty: 4814.393066
	Iteration 56Q: 3 clusters Score -3472280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3472274.250000 Penalty: 4814.393066
	Iteration 57Q: 3 clusters Score -3472274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3472273.750000 Penalty: 4814.393066
	Iteration 58Q: 3 clusters Score -3472274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3472272.500000 Penalty: 4814.393066
	Iteration 59Q: 3 clusters Score -3472272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3472279.750000 Penalty: 4814.393066
	Iteration 60F: 3 clusters Score -3472280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3472280.500000 Penalty: 4814.393066
	Iteration 61Q: 3 clusters Score -3472280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3472277.000000 Penalty: 4814.393066
	Iteration 62Q: 3 clusters Score -3472277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3472272.000000 Penalty: 4814.393066
	Iteration 63Q: 3 clusters Score -3472272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3472273.750000 Penalty: 4814.393066
	Iteration 64Q: 3 clusters Score -3472274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3472274.500000 Penalty: 4814.393066
	Iteration 65Q: 3 clusters Score -3472274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3472277.500000 Penalty: 4814.393066
	Iteration 66Q: 3 clusters Score -3472278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3472279.000000 Penalty: 4814.393066
	Iteration 67Q: 3 clusters Score -3472279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3472282.500000 Penalty: 4814.393066
	Iteration 68Q: 3 clusters Score -3472282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3472277.000000 Penalty: 4814.393066
	Iteration 69Q: 3 clusters Score -3472277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3472281.000000 Penalty: 4814.393066
	Iteration 70Q: 3 clusters Score -3472281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3472278.750000 Penalty: 4814.393066
	Iteration 71Q: 3 clusters Score -3472279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3472277.250000 Penalty: 4814.393066
	Iteration 72Q: 3 clusters Score -3472277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3472279.750000 Penalty: 4814.393066
	Iteration 73Q: 3 clusters Score -3472280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3472279.250000 Penalty: 4814.393066
	Iteration 74Q: 3 clusters Score -3472279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3472280.000000 Penalty: 4814.393066
	Iteration 75Q: 3 clusters Score -3472280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3472279.750000 Penalty: 4814.393066
	Iteration 76Q: 3 clusters Score -3472280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3472280.250000 Penalty: 4814.393066
	Iteration 77Q: 3 clusters Score -3472280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3472281.250000 Penalty: 4814.393066
	Iteration 78Q: 3 clusters Score -3472281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3472278.500000 Penalty: 4814.393066
	Iteration 79Q: 3 clusters Score -3472278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3472279.000000 Penalty: 4814.393066
	Iteration 80F: 3 clusters Score -3472279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3472277.500000 Penalty: 4814.393066
	Iteration 81Q: 3 clusters Score -3472278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3472278.250000 Penalty: 4814.393066
	Iteration 82Q: 3 clusters Score -3472278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3472279.000000 Penalty: 4814.393066
	Iteration 83Q: 3 clusters Score -3472279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3472279.000000 Penalty: 4814.393066
	Iteration 84F: 3 clusters Score -3472279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27559 members 
Mstep: Class 14 contains 55699 members 
Mstep: Class 15 contains 27304 members 
Mstep: Class 16 contains 18096 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7993 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 12093 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35734 members 
Mstep: Class 35 contains 34429 members 
Mstep: Class 36 contains 38214 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1398 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44655 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 11011 members 
Mstep: Class 45 contains 13741 members 
Mstep: Class 46 contains 6694 members 
Mstep: Class 47 contains 22950 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 17064 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14745 members 
Mstep: Class 57 contains 16140 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36832 members 
Mstep: Class 60 contains 39180 members 
Mstep: Class 61 contains 15891 members 
Mstep: Class 62 contains 393 members 
Mstep: Class 63 contains 606 members 
Mstep: Class 64 contains 16154 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347792.000000 Penalty: 230020.765625
Iteration 399Q: 69 clusters Score -1.613478e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 36984 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 31541 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27520 members 
Mstep: Class 14 contains 55708 members 
Mstep: Class 15 contains 27285 members 
Mstep: Class 16 contains 18075 members 
Mstep: Class 17 contains 7265 members 
Mstep: Class 18 contains 25650 members 
Mstep: Class 19 contains 41020 members 
Mstep: Class 20 contains 31228 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 15620 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7935 members 
Mstep: Class 28 contains 28789 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 266 members 
Mstep: Class 31 contains 12114 members 
Mstep: Class 32 contains 16835 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35739 members 
Mstep: Class 35 contains 34432 members 
Mstep: Class 36 contains 38230 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1397 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44671 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 10990 members 
Mstep: Class 45 contains 13759 members 
Mstep: Class 46 contains 6693 members 
Mstep: Class 47 contains 23576 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 17008 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4167 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14766 members 
Mstep: Class 57 contains 16169 members 
Mstep: Class 58 contains 1997 members 
Mstep: Class 59 contains 36826 members 
Mstep: Class 60 contains 39376 members 
Mstep: Class 61 contains 15875 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 616 members 
Mstep: Class 64 contains 16160 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 16387 members 
Mstep: Class 67 contains 20057 members 
Mstep: Class 68 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161348704.000000 Penalty: 230020.765625
Iteration 400F: 69 clusters Score -1.613487e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 36973 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 31496 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 27375 members 
Mstep: Class 14 contains 55704 members 
Mstep: Class 15 contains 27199 members 
Mstep: Class 16 contains 18039 members 
Mstep: Class 17 contains 7257 members 
Mstep: Class 18 contains 25649 members 
Mstep: Class 19 contains 40657 members 
Mstep: Class 20 contains 31227 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 15555 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1009 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 7882 members 
Mstep: Class 28 contains 28642 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 262 members 
Mstep: Class 31 contains 12082 members 
Mstep: Class 32 contains 16811 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35752 members 
Mstep: Class 35 contains 34418 members 
Mstep: Class 36 contains 38247 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1371 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 44640 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 10968 members 
Mstep: Class 45 contains 13751 members 
Mstep: Class 46 contains 6693 members 
Mstep: Class 47 contains 24075 members 
Mstep: Class 48 contains 751 members 
Mstep: Class 49 contains 16848 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 626 members 
Mstep: Class 53 contains 4435 members 
Mstep: Class 54 contains 4165 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 14762 members 
Mstep: Class 57 contains 16163 members 
Mstep: Class 58 contains 1990 members 
Mstep: Class 59 contains 36769 members 
Mstep: Class 60 contains 39213 members 
Mstep: Class 61 contains 15869 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 607 members 
Mstep: Class 64 contains 16134 members 
Mstep: Class 65 contains 3179 members 
Mstep: Class 66 contains 16345 members 
Mstep: Class 67 contains 21142 members 
Mstep: Class 68 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349072.000000 Penalty: 230020.765625
Iteration 401Q: 69 clusters Score -1.613491e+08 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 36964 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 323 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 31474 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 27283 members 
Mstep: Class 14 contains 55713 members 
Mstep: Class 15 contains 27185 members 
Mstep: Class 16 contains 18005 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 40062 members 
Mstep: Class 20 contains 31245 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 15539 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 7830 members 
Mstep: Class 28 contains 28547 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 258 members 
Mstep: Class 31 contains 12064 members 
Mstep: Class 32 contains 16798 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 35773 members 
Mstep: Class 35 contains 34388 members 
Mstep: Class 36 contains 38283 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1355 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44628 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 10960 members 
Mstep: Class 45 contains 13750 members 
Mstep: Class 46 contains 6690 members 
Mstep: Class 47 contains 24422 members 
Mstep: Class 48 contains 758 members 
Mstep: Class 49 contains 16771 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 625 members 
Mstep: Class 53 contains 4434 members 
Mstep: Class 54 contains 4160 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 14783 members 
Mstep: Class 57 contains 16190 members 
Mstep: Class 58 contains 1985 members 
Mstep: Class 59 contains 36682 members 
Mstep: Class 60 contains 39162 members 
Mstep: Class 61 contains 15866 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 607 members 
Mstep: Class 64 contains 16130 members 
Mstep: Class 65 contains 3180 members 
Mstep: Class 66 contains 16311 members 
Mstep: Class 67 contains 21947 members 
Mstep: Class 68 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349424.000000 Penalty: 230020.765625
Iteration 402Q: 69 clusters Score -1.613494e+08 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4934 members 
Mstep: Class 10 contains 31470 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 27213 members 
Mstep: Class 14 contains 55712 members 
Mstep: Class 15 contains 27206 members 
Mstep: Class 16 contains 17968 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 39571 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 15538 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 7769 members 
Mstep: Class 28 contains 28478 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 12058 members 
Mstep: Class 32 contains 16779 members 
Mstep: Class 33 contains 4845 members 
Mstep: Class 34 contains 35779 members 
Mstep: Class 35 contains 34349 members 
Mstep: Class 36 contains 38320 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 1339 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44624 members 
Mstep: Class 43 contains 382 members 
Mstep: Class 44 contains 10961 members 
Mstep: Class 45 contains 13754 members 
Mstep: Class 46 contains 6687 members 
Mstep: Class 47 contains 24534 members 
Mstep: Class 48 contains 765 members 
Mstep: Class 49 contains 16719 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 625 members 
Mstep: Class 53 contains 4432 members 
Mstep: Class 54 contains 4156 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 14803 members 
Mstep: Class 57 contains 16205 members 
Mstep: Class 58 contains 1983 members 
Mstep: Class 59 contains 36585 members 
Mstep: Class 60 contains 39125 members 
Mstep: Class 61 contains 15867 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 608 members 
Mstep: Class 64 contains 16124 members 
Mstep: Class 65 contains 3178 members 
Mstep: Class 66 contains 16276 members 
Mstep: Class 67 contains 22766 members 
Mstep: Class 68 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349232.000000 Penalty: 230020.765625
Iteration 403Q: 69 clusters Score -1.613492e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 36941 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 31468 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 27147 members 
Mstep: Class 14 contains 55693 members 
Mstep: Class 15 contains 27197 members 
Mstep: Class 16 contains 17934 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 39201 members 
Mstep: Class 20 contains 31270 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 15547 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 7708 members 
Mstep: Class 28 contains 28433 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 12079 members 
Mstep: Class 32 contains 16781 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 35793 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 38345 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 447 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 1189 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44645 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 10946 members 
Mstep: Class 45 contains 13757 members 
Mstep: Class 46 contains 6687 members 
Mstep: Class 47 contains 24424 members 
Mstep: Class 48 contains 769 members 
Mstep: Class 49 contains 16695 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4432 members 
Mstep: Class 54 contains 4152 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 14827 members 
Mstep: Class 57 contains 16201 members 
Mstep: Class 58 contains 1981 members 
Mstep: Class 59 contains 36539 members 
Mstep: Class 60 contains 39200 members 
Mstep: Class 61 contains 15865 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 611 members 
Mstep: Class 64 contains 16128 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 16248 members 
Mstep: Class 67 contains 23447 members 
Mstep: Class 68 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349344.000000 Penalty: 230020.765625
Iteration 404Q: 69 clusters Score -1.613493e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 36947 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 31455 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 27093 members 
Mstep: Class 14 contains 55692 members 
Mstep: Class 15 contains 27194 members 
Mstep: Class 16 contains 17915 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 38915 members 
Mstep: Class 20 contains 31275 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 15549 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 7659 members 
Mstep: Class 28 contains 28391 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12081 members 
Mstep: Class 32 contains 16790 members 
Mstep: Class 33 contains 4842 members 
Mstep: Class 34 contains 35806 members 
Mstep: Class 35 contains 34175 members 
Mstep: Class 36 contains 38364 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 447 members 
Mstep: Class 39 contains 1322 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44653 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 10934 members 
Mstep: Class 45 contains 13766 members 
Mstep: Class 46 contains 6690 members 
Mstep: Class 47 contains 24246 members 
Mstep: Class 48 contains 768 members 
Mstep: Class 49 contains 16668 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 625 members 
Mstep: Class 53 contains 4436 members 
Mstep: Class 54 contains 4148 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 14855 members 
Mstep: Class 57 contains 16184 members 
Mstep: Class 58 contains 1975 members 
Mstep: Class 59 contains 36442 members 
Mstep: Class 60 contains 39313 members 
Mstep: Class 61 contains 15864 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 612 members 
Mstep: Class 64 contains 16134 members 
Mstep: Class 65 contains 3184 members 
Mstep: Class 66 contains 16228 members 
Mstep: Class 67 contains 24148 members 
Mstep: Class 68 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349472.000000 Penalty: 230020.765625
Iteration 405Q: 69 clusters Score -1.613495e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 36943 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 31448 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 27059 members 
Mstep: Class 14 contains 55674 members 
Mstep: Class 15 contains 27190 members 
Mstep: Class 16 contains 17891 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 38682 members 
Mstep: Class 20 contains 31284 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 15540 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 7623 members 
Mstep: Class 28 contains 28352 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 261 members 
Mstep: Class 31 contains 12088 members 
Mstep: Class 32 contains 16788 members 
Mstep: Class 33 contains 4843 members 
Mstep: Class 34 contains 35799 members 
Mstep: Class 35 contains 34077 members 
Mstep: Class 36 contains 38387 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 447 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 1188 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44641 members 
Mstep: Class 43 contains 383 members 
Mstep: Class 44 contains 10916 members 
Mstep: Class 45 contains 13774 members 
Mstep: Class 46 contains 6693 members 
Mstep: Class 47 contains 23830 members 
Mstep: Class 48 contains 769 members 
Mstep: Class 49 contains 16666 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 625 members 
Mstep: Class 53 contains 4437 members 
Mstep: Class 54 contains 4147 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 14884 members 
Mstep: Class 57 contains 16183 members 
Mstep: Class 58 contains 1968 members 
Mstep: Class 59 contains 36309 members 
Mstep: Class 60 contains 39536 members 
Mstep: Class 61 contains 15862 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 612 members 
Mstep: Class 64 contains 16140 members 
Mstep: Class 65 contains 3189 members 
Mstep: Class 66 contains 16208 members 
Mstep: Class 67 contains 24953 members 
Mstep: Class 68 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349840.000000 Penalty: 230020.765625
Iteration 406Q: 69 clusters Score -1.613498e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 36947 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 31442 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 27041 members 
Mstep: Class 14 contains 55658 members 
Mstep: Class 15 contains 27178 members 
Mstep: Class 16 contains 17870 members 
Mstep: Class 17 contains 7248 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 38502 members 
Mstep: Class 20 contains 31287 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 15530 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 7576 members 
Mstep: Class 28 contains 28339 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12098 members 
Mstep: Class 32 contains 16794 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 35781 members 
Mstep: Class 35 contains 34003 members 
Mstep: Class 36 contains 38390 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 447 members 
Mstep: Class 39 contains 1298 members 
Mstep: Class 40 contains 1189 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44640 members 
Mstep: Class 43 contains 384 members 
Mstep: Class 44 contains 10905 members 
Mstep: Class 45 contains 13793 members 
Mstep: Class 46 contains 6698 members 
Mstep: Class 47 contains 23523 members 
Mstep: Class 48 contains 769 members 
Mstep: Class 49 contains 16686 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 625 members 
Mstep: Class 53 contains 4442 members 
Mstep: Class 54 contains 4146 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 14901 members 
Mstep: Class 57 contains 16192 members 
Mstep: Class 58 contains 1962 members 
Mstep: Class 59 contains 36124 members 
Mstep: Class 60 contains 39680 members 
Mstep: Class 61 contains 15869 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 614 members 
Mstep: Class 64 contains 16134 members 
Mstep: Class 65 contains 3189 members 
Mstep: Class 66 contains 16184 members 
Mstep: Class 67 contains 25642 members 
Mstep: Class 68 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161350032.000000 Penalty: 230020.765625
Iteration 407Q: 69 clusters Score -1.6135e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 36951 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 31432 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 27020 members 
Mstep: Class 14 contains 55645 members 
Mstep: Class 15 contains 27179 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 38627 members 
Mstep: Class 20 contains 31292 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 15518 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 7532 members 
Mstep: Class 28 contains 28337 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 12105 members 
Mstep: Class 32 contains 16794 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 35762 members 
Mstep: Class 35 contains 33944 members 
Mstep: Class 36 contains 38413 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1285 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44638 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10892 members 
Mstep: Class 45 contains 13819 members 
Mstep: Class 46 contains 6709 members 
Mstep: Class 47 contains 23246 members 
Mstep: Class 48 contains 770 members 
Mstep: Class 49 contains 16691 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4438 members 
Mstep: Class 54 contains 4145 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 14920 members 
Mstep: Class 57 contains 16201 members 
Mstep: Class 58 contains 1958 members 
Mstep: Class 59 contains 35891 members 
Mstep: Class 60 contains 39739 members 
Mstep: Class 61 contains 15859 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 618 members 
Mstep: Class 64 contains 16125 members 
Mstep: Class 65 contains 3188 members 
Mstep: Class 66 contains 16169 members 
Mstep: Class 67 contains 26095 members 
Mstep: Class 68 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349888.000000 Penalty: 230020.765625
Iteration 408Q: 69 clusters Score -1.613499e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 36960 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 31418 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26982 members 
Mstep: Class 14 contains 55633 members 
Mstep: Class 15 contains 27190 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 38779 members 
Mstep: Class 20 contains 31299 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 15502 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 7501 members 
Mstep: Class 28 contains 28324 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 12120 members 
Mstep: Class 32 contains 16787 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 35716 members 
Mstep: Class 35 contains 33912 members 
Mstep: Class 36 contains 38426 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44627 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10873 members 
Mstep: Class 45 contains 13832 members 
Mstep: Class 46 contains 6715 members 
Mstep: Class 47 contains 22937 members 
Mstep: Class 48 contains 769 members 
Mstep: Class 49 contains 16698 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4438 members 
Mstep: Class 54 contains 4144 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 14932 members 
Mstep: Class 57 contains 16208 members 
Mstep: Class 58 contains 1957 members 
Mstep: Class 59 contains 35730 members 
Mstep: Class 60 contains 39847 members 
Mstep: Class 61 contains 15858 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 618 members 
Mstep: Class 64 contains 16118 members 
Mstep: Class 65 contains 3189 members 
Mstep: Class 66 contains 16158 members 
Mstep: Class 67 contains 26464 members 
Mstep: Class 68 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161350224.000000 Penalty: 230020.765625
Iteration 409Q: 69 clusters Score -1.613502e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 36957 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4931 members 
Mstep: Class 10 contains 31406 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26954 members 
Mstep: Class 14 contains 55621 members 
Mstep: Class 15 contains 27207 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 25677 members 
Mstep: Class 19 contains 38989 members 
Mstep: Class 20 contains 31308 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15492 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 7477 members 
Mstep: Class 28 contains 28328 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 12135 members 
Mstep: Class 32 contains 16790 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 35630 members 
Mstep: Class 35 contains 33902 members 
Mstep: Class 36 contains 38439 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1274 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44597 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10863 members 
Mstep: Class 45 contains 13832 members 
Mstep: Class 46 contains 6724 members 
Mstep: Class 47 contains 22774 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 16700 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4439 members 
Mstep: Class 54 contains 4147 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 14958 members 
Mstep: Class 57 contains 16197 members 
Mstep: Class 58 contains 1954 members 
Mstep: Class 59 contains 35558 members 
Mstep: Class 60 contains 39852 members 
Mstep: Class 61 contains 15850 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16115 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 16150 members 
Mstep: Class 67 contains 26738 members 
Mstep: Class 68 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161350656.000000 Penalty: 230020.765625
Iteration 410Q: 69 clusters Score -1.613507e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 31394 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26927 members 
Mstep: Class 14 contains 55614 members 
Mstep: Class 15 contains 27220 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 39096 members 
Mstep: Class 20 contains 31316 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 22 contains 15485 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 7442 members 
Mstep: Class 28 contains 28322 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 12147 members 
Mstep: Class 32 contains 16794 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 35546 members 
Mstep: Class 35 contains 33866 members 
Mstep: Class 36 contains 38461 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 1191 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44583 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10847 members 
Mstep: Class 45 contains 13839 members 
Mstep: Class 46 contains 6724 members 
Mstep: Class 47 contains 22621 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 16705 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4443 members 
Mstep: Class 54 contains 4151 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 14984 members 
Mstep: Class 57 contains 16178 members 
Mstep: Class 58 contains 1952 members 
Mstep: Class 59 contains 35494 members 
Mstep: Class 60 contains 39845 members 
Mstep: Class 61 contains 15848 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16107 members 
Mstep: Class 65 contains 3185 members 
Mstep: Class 66 contains 16133 members 
Mstep: Class 67 contains 27038 members 
Mstep: Class 68 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161350624.000000 Penalty: 230020.765625
Iteration 411Q: 69 clusters Score -1.613506e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 36936 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 31383 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26888 members 
Mstep: Class 14 contains 55615 members 
Mstep: Class 15 contains 27233 members 
Mstep: Class 16 contains 17851 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 39192 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15478 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 7418 members 
Mstep: Class 28 contains 28326 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 12155 members 
Mstep: Class 32 contains 16804 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 35441 members 
Mstep: Class 35 contains 33835 members 
Mstep: Class 36 contains 38483 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1270 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44571 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10839 members 
Mstep: Class 45 contains 13844 members 
Mstep: Class 46 contains 6723 members 
Mstep: Class 47 contains 22513 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 16707 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 4151 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15011 members 
Mstep: Class 57 contains 16150 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 35463 members 
Mstep: Class 60 contains 39806 members 
Mstep: Class 61 contains 15848 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16099 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 16120 members 
Mstep: Class 67 contains 27327 members 
Mstep: Class 68 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161350864.000000 Penalty: 230020.765625
Iteration 412Q: 69 clusters Score -1.613509e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 36917 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 31377 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 14 contains 55613 members 
Mstep: Class 15 contains 27244 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 39222 members 
Mstep: Class 20 contains 31326 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15461 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 7391 members 
Mstep: Class 28 contains 28335 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 12161 members 
Mstep: Class 32 contains 16810 members 
Mstep: Class 33 contains 4852 members 
Mstep: Class 34 contains 35359 members 
Mstep: Class 35 contains 33827 members 
Mstep: Class 36 contains 38481 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1193 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44561 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10844 members 
Mstep: Class 45 contains 13845 members 
Mstep: Class 46 contains 6714 members 
Mstep: Class 47 contains 22369 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 16706 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4153 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15037 members 
Mstep: Class 57 contains 16123 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 35399 members 
Mstep: Class 60 contains 39839 members 
Mstep: Class 61 contains 15848 members 
Mstep: Class 62 contains 395 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16091 members 
Mstep: Class 65 contains 3181 members 
Mstep: Class 66 contains 16105 members 
Mstep: Class 67 contains 27617 members 
Mstep: Class 68 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351152.000000 Penalty: 230020.765625
Iteration 413Q: 69 clusters Score -1.613512e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 36889 members 
Mstep: Class 3 contains 527 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4931 members 
Mstep: Class 10 contains 31382 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26842 members 
Mstep: Class 14 contains 55608 members 
Mstep: Class 15 contains 27257 members 
Mstep: Class 16 contains 17874 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 25673 members 
Mstep: Class 19 contains 39297 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15450 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 7369 members 
Mstep: Class 28 contains 28347 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12164 members 
Mstep: Class 32 contains 16822 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35279 members 
Mstep: Class 35 contains 33826 members 
Mstep: Class 36 contains 38495 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44546 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10841 members 
Mstep: Class 45 contains 13853 members 
Mstep: Class 46 contains 6713 members 
Mstep: Class 47 contains 22309 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 16699 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4147 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15054 members 
Mstep: Class 57 contains 16108 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 35336 members 
Mstep: Class 60 contains 39811 members 
Mstep: Class 61 contains 15848 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16074 members 
Mstep: Class 65 contains 3187 members 
Mstep: Class 66 contains 16092 members 
Mstep: Class 67 contains 27849 members 
Mstep: Class 68 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351088.000000 Penalty: 230020.765625
Iteration 414Q: 69 clusters Score -1.613511e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 36850 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 31395 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26810 members 
Mstep: Class 14 contains 55598 members 
Mstep: Class 15 contains 27278 members 
Mstep: Class 16 contains 17878 members 
Mstep: Class 17 contains 7276 members 
Mstep: Class 18 contains 25653 members 
Mstep: Class 19 contains 39368 members 
Mstep: Class 20 contains 31327 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15439 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7347 members 
Mstep: Class 28 contains 28344 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12167 members 
Mstep: Class 32 contains 16836 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35210 members 
Mstep: Class 35 contains 33842 members 
Mstep: Class 36 contains 38499 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44534 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10839 members 
Mstep: Class 45 contains 13855 members 
Mstep: Class 46 contains 6717 members 
Mstep: Class 47 contains 22186 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16696 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4146 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15069 members 
Mstep: Class 57 contains 16103 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 35259 members 
Mstep: Class 60 contains 39789 members 
Mstep: Class 61 contains 15860 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16057 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 16072 members 
Mstep: Class 67 contains 28155 members 
Mstep: Class 68 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351216.000000 Penalty: 230020.765625
Iteration 415Q: 69 clusters Score -1.613512e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 36827 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4931 members 
Mstep: Class 10 contains 31407 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26764 members 
Mstep: Class 14 contains 55592 members 
Mstep: Class 15 contains 27302 members 
Mstep: Class 16 contains 17874 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 25626 members 
Mstep: Class 19 contains 39420 members 
Mstep: Class 20 contains 31317 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15429 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7328 members 
Mstep: Class 28 contains 28341 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12174 members 
Mstep: Class 32 contains 16840 members 
Mstep: Class 33 contains 4851 members 
Mstep: Class 34 contains 35128 members 
Mstep: Class 35 contains 33816 members 
Mstep: Class 36 contains 38523 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44532 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10829 members 
Mstep: Class 45 contains 13862 members 
Mstep: Class 46 contains 6716 members 
Mstep: Class 47 contains 22064 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16700 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4146 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15084 members 
Mstep: Class 57 contains 16101 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 35175 members 
Mstep: Class 60 contains 39828 members 
Mstep: Class 61 contains 15864 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16067 members 
Mstep: Class 65 contains 3187 members 
Mstep: Class 66 contains 16054 members 
Mstep: Class 67 contains 28453 members 
Mstep: Class 68 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351472.000000 Penalty: 230020.765625
Iteration 416Q: 69 clusters Score -1.613515e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 36800 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 31417 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26727 members 
Mstep: Class 14 contains 55586 members 
Mstep: Class 15 contains 27309 members 
Mstep: Class 16 contains 17868 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 25592 members 
Mstep: Class 19 contains 39484 members 
Mstep: Class 20 contains 31319 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15430 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7309 members 
Mstep: Class 28 contains 28346 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12185 members 
Mstep: Class 32 contains 16838 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 35059 members 
Mstep: Class 35 contains 33781 members 
Mstep: Class 36 contains 38538 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1189 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44522 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10827 members 
Mstep: Class 45 contains 13862 members 
Mstep: Class 46 contains 6717 members 
Mstep: Class 47 contains 22025 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16715 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4143 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15091 members 
Mstep: Class 57 contains 16101 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 35121 members 
Mstep: Class 60 contains 39829 members 
Mstep: Class 61 contains 15866 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16059 members 
Mstep: Class 65 contains 3187 members 
Mstep: Class 66 contains 16052 members 
Mstep: Class 67 contains 28668 members 
Mstep: Class 68 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351648.000000 Penalty: 230020.765625
Iteration 417Q: 69 clusters Score -1.613516e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 36770 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 31414 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26700 members 
Mstep: Class 14 contains 55592 members 
Mstep: Class 15 contains 27322 members 
Mstep: Class 16 contains 17869 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 25540 members 
Mstep: Class 19 contains 39580 members 
Mstep: Class 20 contains 31311 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15436 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7293 members 
Mstep: Class 28 contains 28327 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12191 members 
Mstep: Class 32 contains 16841 members 
Mstep: Class 33 contains 4850 members 
Mstep: Class 34 contains 35023 members 
Mstep: Class 35 contains 33762 members 
Mstep: Class 36 contains 38568 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1188 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44509 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10823 members 
Mstep: Class 45 contains 13861 members 
Mstep: Class 46 contains 6718 members 
Mstep: Class 47 contains 21953 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16725 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 4143 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15104 members 
Mstep: Class 57 contains 16088 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 35076 members 
Mstep: Class 60 contains 39826 members 
Mstep: Class 61 contains 15876 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16054 members 
Mstep: Class 65 contains 3186 members 
Mstep: Class 66 contains 16045 members 
Mstep: Class 67 contains 28844 members 
Mstep: Class 68 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351616.000000 Penalty: 230020.765625
Iteration 418Q: 69 clusters Score -1.613516e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 36725 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 31419 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26658 members 
Mstep: Class 14 contains 55585 members 
Mstep: Class 15 contains 27318 members 
Mstep: Class 16 contains 17877 members 
Mstep: Class 17 contains 7283 members 
Mstep: Class 18 contains 25494 members 
Mstep: Class 19 contains 39681 members 
Mstep: Class 20 contains 31309 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15441 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7276 members 
Mstep: Class 28 contains 28311 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12200 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 4848 members 
Mstep: Class 34 contains 34970 members 
Mstep: Class 35 contains 33755 members 
Mstep: Class 36 contains 38625 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1188 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44518 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10814 members 
Mstep: Class 45 contains 13863 members 
Mstep: Class 46 contains 6723 members 
Mstep: Class 47 contains 21956 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16735 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4443 members 
Mstep: Class 54 contains 4143 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15107 members 
Mstep: Class 57 contains 16075 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 35069 members 
Mstep: Class 60 contains 39744 members 
Mstep: Class 61 contains 15885 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16048 members 
Mstep: Class 65 contains 3184 members 
Mstep: Class 66 contains 16036 members 
Mstep: Class 67 contains 28983 members 
Mstep: Class 68 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351808.000000 Penalty: 230020.765625
Iteration 419Q: 69 clusters Score -1.613518e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 36653 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 31415 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26635 members 
Mstep: Class 14 contains 55580 members 
Mstep: Class 15 contains 27308 members 
Mstep: Class 16 contains 17881 members 
Mstep: Class 17 contains 7287 members 
Mstep: Class 18 contains 25450 members 
Mstep: Class 19 contains 39773 members 
Mstep: Class 20 contains 31309 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15431 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 28300 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12205 members 
Mstep: Class 32 contains 16842 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 34925 members 
Mstep: Class 35 contains 33767 members 
Mstep: Class 36 contains 38691 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44523 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10815 members 
Mstep: Class 45 contains 13862 members 
Mstep: Class 46 contains 6725 members 
Mstep: Class 47 contains 21994 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16754 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4147 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15111 members 
Mstep: Class 57 contains 16068 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 35049 members 
Mstep: Class 60 contains 39585 members 
Mstep: Class 61 contains 15892 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16036 members 
Mstep: Class 65 contains 3182 members 
Mstep: Class 66 contains 16030 members 
Mstep: Class 67 contains 29181 members 
Mstep: Class 68 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351472.000000 Penalty: 230020.765625
Iteration 420F: 69 clusters Score -1.613515e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 36606 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4934 members 
Mstep: Class 10 contains 31415 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26613 members 
Mstep: Class 14 contains 55581 members 
Mstep: Class 15 contains 27315 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 17 contains 7288 members 
Mstep: Class 18 contains 25410 members 
Mstep: Class 19 contains 39854 members 
Mstep: Class 20 contains 31311 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15442 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7222 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12195 members 
Mstep: Class 32 contains 16858 members 
Mstep: Class 33 contains 4846 members 
Mstep: Class 34 contains 34886 members 
Mstep: Class 35 contains 33795 members 
Mstep: Class 36 contains 38700 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44538 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10798 members 
Mstep: Class 45 contains 13869 members 
Mstep: Class 46 contains 6723 members 
Mstep: Class 47 contains 22083 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16763 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4150 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15128 members 
Mstep: Class 57 contains 16059 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 34997 members 
Mstep: Class 60 contains 39418 members 
Mstep: Class 61 contains 15894 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16029 members 
Mstep: Class 65 contains 3174 members 
Mstep: Class 66 contains 16016 members 
Mstep: Class 67 contains 29367 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351568.000000 Penalty: 230020.765625
Iteration 421Q: 69 clusters Score -1.613516e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 36559 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1608 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 31406 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26576 members 
Mstep: Class 14 contains 55572 members 
Mstep: Class 15 contains 27325 members 
Mstep: Class 16 contains 17870 members 
Mstep: Class 17 contains 7288 members 
Mstep: Class 18 contains 25360 members 
Mstep: Class 19 contains 39875 members 
Mstep: Class 20 contains 31299 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15436 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7195 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12194 members 
Mstep: Class 32 contains 16870 members 
Mstep: Class 33 contains 4844 members 
Mstep: Class 34 contains 34867 members 
Mstep: Class 35 contains 33754 members 
Mstep: Class 36 contains 38741 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44540 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10793 members 
Mstep: Class 45 contains 13875 members 
Mstep: Class 46 contains 6732 members 
Mstep: Class 47 contains 22241 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16768 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4152 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15148 members 
Mstep: Class 57 contains 16051 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34965 members 
Mstep: Class 60 contains 39247 members 
Mstep: Class 61 contains 15901 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16019 members 
Mstep: Class 65 contains 3170 members 
Mstep: Class 66 contains 16001 members 
Mstep: Class 67 contains 29590 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351632.000000 Penalty: 230020.765625
Iteration 422Q: 69 clusters Score -1.613516e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 36519 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 10 contains 31411 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26553 members 
Mstep: Class 14 contains 55553 members 
Mstep: Class 15 contains 27328 members 
Mstep: Class 16 contains 17869 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 39932 members 
Mstep: Class 20 contains 31288 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15432 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7175 members 
Mstep: Class 28 contains 28275 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12187 members 
Mstep: Class 32 contains 16881 members 
Mstep: Class 33 contains 4841 members 
Mstep: Class 34 contains 34851 members 
Mstep: Class 35 contains 33691 members 
Mstep: Class 36 contains 38780 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44542 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10792 members 
Mstep: Class 45 contains 13881 members 
Mstep: Class 46 contains 6736 members 
Mstep: Class 47 contains 22426 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16767 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4152 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15164 members 
Mstep: Class 57 contains 16043 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34933 members 
Mstep: Class 60 contains 39019 members 
Mstep: Class 61 contains 15911 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16009 members 
Mstep: Class 65 contains 3166 members 
Mstep: Class 66 contains 15998 members 
Mstep: Class 67 contains 29822 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351616.000000 Penalty: 230020.765625
Iteration 423Q: 69 clusters Score -1.613516e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 36477 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 31398 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26527 members 
Mstep: Class 14 contains 55540 members 
Mstep: Class 15 contains 27330 members 
Mstep: Class 16 contains 17868 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 25245 members 
Mstep: Class 19 contains 39959 members 
Mstep: Class 20 contains 31284 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15414 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7144 members 
Mstep: Class 28 contains 28253 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12198 members 
Mstep: Class 32 contains 16891 members 
Mstep: Class 33 contains 4840 members 
Mstep: Class 34 contains 34834 members 
Mstep: Class 35 contains 33711 members 
Mstep: Class 36 contains 38839 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44539 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10786 members 
Mstep: Class 45 contains 13885 members 
Mstep: Class 46 contains 6743 members 
Mstep: Class 47 contains 22564 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 16770 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4156 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15188 members 
Mstep: Class 57 contains 16027 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34923 members 
Mstep: Class 60 contains 38758 members 
Mstep: Class 61 contains 15925 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16001 members 
Mstep: Class 65 contains 3162 members 
Mstep: Class 66 contains 15982 members 
Mstep: Class 67 contains 30061 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351808.000000 Penalty: 230020.765625
Iteration 424Q: 69 clusters Score -1.613518e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 36458 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 31387 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26509 members 
Mstep: Class 14 contains 55534 members 
Mstep: Class 15 contains 27343 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 25195 members 
Mstep: Class 19 contains 39948 members 
Mstep: Class 20 contains 31277 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15416 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7118 members 
Mstep: Class 28 contains 28243 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12214 members 
Mstep: Class 32 contains 16896 members 
Mstep: Class 33 contains 4836 members 
Mstep: Class 34 contains 34812 members 
Mstep: Class 35 contains 33663 members 
Mstep: Class 36 contains 38857 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1186 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44538 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10778 members 
Mstep: Class 45 contains 13888 members 
Mstep: Class 46 contains 6751 members 
Mstep: Class 47 contains 22717 members 
Mstep: Class 48 contains 773 members 
Mstep: Class 49 contains 16769 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4448 members 
Mstep: Class 54 contains 4155 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15205 members 
Mstep: Class 57 contains 16011 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34878 members 
Mstep: Class 60 contains 38616 members 
Mstep: Class 61 contains 15937 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15999 members 
Mstep: Class 65 contains 3159 members 
Mstep: Class 66 contains 15982 members 
Mstep: Class 67 contains 30279 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352096.000000 Penalty: 230020.765625
Iteration 425Q: 69 clusters Score -1.613521e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 36413 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 31376 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26474 members 
Mstep: Class 14 contains 55529 members 
Mstep: Class 15 contains 27350 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 17 contains 7292 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 39945 members 
Mstep: Class 20 contains 31275 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15412 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 28244 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12229 members 
Mstep: Class 32 contains 16902 members 
Mstep: Class 33 contains 4835 members 
Mstep: Class 34 contains 34781 members 
Mstep: Class 35 contains 33642 members 
Mstep: Class 36 contains 38931 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1185 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44514 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10769 members 
Mstep: Class 45 contains 13892 members 
Mstep: Class 46 contains 6762 members 
Mstep: Class 47 contains 22800 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16764 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15224 members 
Mstep: Class 57 contains 15999 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34864 members 
Mstep: Class 60 contains 38470 members 
Mstep: Class 61 contains 15944 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15995 members 
Mstep: Class 65 contains 3158 members 
Mstep: Class 66 contains 15977 members 
Mstep: Class 67 contains 30495 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351808.000000 Penalty: 230020.765625
Iteration 426Q: 69 clusters Score -1.613518e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 36384 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 31370 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26442 members 
Mstep: Class 14 contains 55533 members 
Mstep: Class 15 contains 27350 members 
Mstep: Class 16 contains 17845 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 25128 members 
Mstep: Class 19 contains 39954 members 
Mstep: Class 20 contains 31270 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15412 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7085 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12253 members 
Mstep: Class 32 contains 16892 members 
Mstep: Class 33 contains 4835 members 
Mstep: Class 34 contains 34737 members 
Mstep: Class 35 contains 33604 members 
Mstep: Class 36 contains 38971 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1185 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44487 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10773 members 
Mstep: Class 45 contains 13895 members 
Mstep: Class 46 contains 6765 members 
Mstep: Class 47 contains 22890 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16767 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 4155 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15223 members 
Mstep: Class 57 contains 15996 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34840 members 
Mstep: Class 60 contains 38382 members 
Mstep: Class 61 contains 15965 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15994 members 
Mstep: Class 65 contains 3153 members 
Mstep: Class 66 contains 15971 members 
Mstep: Class 67 contains 30669 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351856.000000 Penalty: 230020.765625
Iteration 427Q: 69 clusters Score -1.613519e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 36332 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4931 members 
Mstep: Class 10 contains 31363 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26418 members 
Mstep: Class 14 contains 55529 members 
Mstep: Class 15 contains 27357 members 
Mstep: Class 16 contains 17834 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 25087 members 
Mstep: Class 19 contains 39976 members 
Mstep: Class 20 contains 31261 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15419 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7069 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12264 members 
Mstep: Class 32 contains 16882 members 
Mstep: Class 33 contains 4832 members 
Mstep: Class 34 contains 34688 members 
Mstep: Class 35 contains 33611 members 
Mstep: Class 36 contains 39043 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1185 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44472 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10775 members 
Mstep: Class 45 contains 13903 members 
Mstep: Class 46 contains 6772 members 
Mstep: Class 47 contains 22990 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16773 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 4154 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15231 members 
Mstep: Class 57 contains 15990 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34822 members 
Mstep: Class 60 contains 38223 members 
Mstep: Class 61 contains 15979 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16000 members 
Mstep: Class 65 contains 3149 members 
Mstep: Class 66 contains 15966 members 
Mstep: Class 67 contains 30827 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351984.000000 Penalty: 230020.765625
Iteration 428Q: 69 clusters Score -1.61352e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 36266 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 31362 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26387 members 
Mstep: Class 14 contains 55532 members 
Mstep: Class 15 contains 27356 members 
Mstep: Class 16 contains 17832 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 25047 members 
Mstep: Class 19 contains 40051 members 
Mstep: Class 20 contains 31266 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15420 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7054 members 
Mstep: Class 28 contains 28239 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12281 members 
Mstep: Class 32 contains 16870 members 
Mstep: Class 33 contains 4831 members 
Mstep: Class 34 contains 34638 members 
Mstep: Class 35 contains 33559 members 
Mstep: Class 36 contains 39110 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1185 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44464 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10768 members 
Mstep: Class 45 contains 13908 members 
Mstep: Class 46 contains 6776 members 
Mstep: Class 47 contains 23117 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16788 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4443 members 
Mstep: Class 54 contains 4151 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15237 members 
Mstep: Class 57 contains 15985 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34772 members 
Mstep: Class 60 contains 38130 members 
Mstep: Class 61 contains 15990 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15999 members 
Mstep: Class 65 contains 3148 members 
Mstep: Class 66 contains 15963 members 
Mstep: Class 67 contains 30939 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352096.000000 Penalty: 230020.765625
Iteration 429Q: 69 clusters Score -1.613521e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 36210 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 31354 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 55534 members 
Mstep: Class 15 contains 27370 members 
Mstep: Class 16 contains 17845 members 
Mstep: Class 17 contains 7295 members 
Mstep: Class 18 contains 25016 members 
Mstep: Class 19 contains 40145 members 
Mstep: Class 20 contains 31264 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15425 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7039 members 
Mstep: Class 28 contains 28218 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12299 members 
Mstep: Class 32 contains 16854 members 
Mstep: Class 33 contains 4829 members 
Mstep: Class 34 contains 34587 members 
Mstep: Class 35 contains 33512 members 
Mstep: Class 36 contains 39184 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1184 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44471 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10758 members 
Mstep: Class 45 contains 13910 members 
Mstep: Class 46 contains 6787 members 
Mstep: Class 47 contains 23249 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16786 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4155 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15244 members 
Mstep: Class 57 contains 15974 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34689 members 
Mstep: Class 60 contains 38012 members 
Mstep: Class 61 contains 16010 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15996 members 
Mstep: Class 65 contains 3146 members 
Mstep: Class 66 contains 15951 members 
Mstep: Class 67 contains 31076 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352400.000000 Penalty: 230020.765625
Iteration 430Q: 69 clusters Score -1.613524e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 36170 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 31349 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26315 members 
Mstep: Class 14 contains 55536 members 
Mstep: Class 15 contains 27376 members 
Mstep: Class 16 contains 17840 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24980 members 
Mstep: Class 19 contains 40253 members 
Mstep: Class 20 contains 31269 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15422 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 7013 members 
Mstep: Class 28 contains 28206 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12311 members 
Mstep: Class 32 contains 16842 members 
Mstep: Class 33 contains 4829 members 
Mstep: Class 34 contains 34496 members 
Mstep: Class 35 contains 33479 members 
Mstep: Class 36 contains 39246 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1184 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44465 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10756 members 
Mstep: Class 45 contains 13910 members 
Mstep: Class 46 contains 6793 members 
Mstep: Class 47 contains 23385 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16786 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4154 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15262 members 
Mstep: Class 57 contains 15975 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34648 members 
Mstep: Class 60 contains 37869 members 
Mstep: Class 61 contains 16041 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15975 members 
Mstep: Class 65 contains 3146 members 
Mstep: Class 66 contains 15941 members 
Mstep: Class 67 contains 31216 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352720.000000 Penalty: 230020.765625
Iteration 431Q: 69 clusters Score -1.613527e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 36137 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1623 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 31346 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26269 members 
Mstep: Class 14 contains 55530 members 
Mstep: Class 15 contains 27384 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24939 members 
Mstep: Class 19 contains 40177 members 
Mstep: Class 20 contains 31277 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15430 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6984 members 
Mstep: Class 28 contains 28195 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12324 members 
Mstep: Class 32 contains 16821 members 
Mstep: Class 33 contains 4829 members 
Mstep: Class 34 contains 34415 members 
Mstep: Class 35 contains 33459 members 
Mstep: Class 36 contains 39275 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44461 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10751 members 
Mstep: Class 45 contains 13913 members 
Mstep: Class 46 contains 6804 members 
Mstep: Class 47 contains 23620 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16783 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 4154 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15266 members 
Mstep: Class 57 contains 15964 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34640 members 
Mstep: Class 60 contains 37748 members 
Mstep: Class 61 contains 16048 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15976 members 
Mstep: Class 65 contains 3146 members 
Mstep: Class 66 contains 15927 members 
Mstep: Class 67 contains 31416 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352656.000000 Penalty: 230020.765625
Iteration 432Q: 69 clusters Score -1.613527e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 36105 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4931 members 
Mstep: Class 10 contains 31344 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26217 members 
Mstep: Class 14 contains 55537 members 
Mstep: Class 15 contains 27410 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24902 members 
Mstep: Class 19 contains 40157 members 
Mstep: Class 20 contains 31283 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6957 members 
Mstep: Class 28 contains 28186 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12332 members 
Mstep: Class 32 contains 16799 members 
Mstep: Class 33 contains 4829 members 
Mstep: Class 34 contains 34386 members 
Mstep: Class 35 contains 33411 members 
Mstep: Class 36 contains 39297 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44460 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10752 members 
Mstep: Class 45 contains 13918 members 
Mstep: Class 46 contains 6805 members 
Mstep: Class 47 contains 23790 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16782 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4154 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15277 members 
Mstep: Class 57 contains 15954 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34595 members 
Mstep: Class 60 contains 37612 members 
Mstep: Class 61 contains 16055 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15973 members 
Mstep: Class 65 contains 3148 members 
Mstep: Class 66 contains 15920 members 
Mstep: Class 67 contains 31626 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352640.000000 Penalty: 230020.765625
Iteration 433Q: 69 clusters Score -1.613526e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 36080 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 31332 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26184 members 
Mstep: Class 14 contains 55536 members 
Mstep: Class 15 contains 27423 members 
Mstep: Class 16 contains 17851 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24859 members 
Mstep: Class 19 contains 40131 members 
Mstep: Class 20 contains 31287 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15428 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6920 members 
Mstep: Class 28 contains 28182 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12338 members 
Mstep: Class 32 contains 16783 members 
Mstep: Class 33 contains 4828 members 
Mstep: Class 34 contains 34320 members 
Mstep: Class 35 contains 33365 members 
Mstep: Class 36 contains 39326 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44475 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10751 members 
Mstep: Class 45 contains 13927 members 
Mstep: Class 46 contains 6814 members 
Mstep: Class 47 contains 23982 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16767 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4155 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15290 members 
Mstep: Class 57 contains 15955 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34570 members 
Mstep: Class 60 contains 37472 members 
Mstep: Class 61 contains 16069 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15977 members 
Mstep: Class 65 contains 3147 members 
Mstep: Class 66 contains 15912 members 
Mstep: Class 67 contains 31830 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352576.000000 Penalty: 230020.765625
Iteration 434Q: 69 clusters Score -1.613526e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 36044 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 31320 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26162 members 
Mstep: Class 14 contains 55523 members 
Mstep: Class 15 contains 27427 members 
Mstep: Class 16 contains 17860 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24827 members 
Mstep: Class 19 contains 40023 members 
Mstep: Class 20 contains 31286 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15432 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6894 members 
Mstep: Class 28 contains 28176 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12344 members 
Mstep: Class 32 contains 16776 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 34231 members 
Mstep: Class 35 contains 33380 members 
Mstep: Class 36 contains 39349 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44482 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10747 members 
Mstep: Class 45 contains 13939 members 
Mstep: Class 46 contains 6820 members 
Mstep: Class 47 contains 24172 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16756 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4154 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15303 members 
Mstep: Class 57 contains 15944 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34603 members 
Mstep: Class 60 contains 37332 members 
Mstep: Class 61 contains 16075 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15982 members 
Mstep: Class 65 contains 3143 members 
Mstep: Class 66 contains 15898 members 
Mstep: Class 67 contains 32046 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352464.000000 Penalty: 230020.765625
Iteration 435Q: 69 clusters Score -1.613525e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 35991 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 31326 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26141 members 
Mstep: Class 14 contains 55512 members 
Mstep: Class 15 contains 27431 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24809 members 
Mstep: Class 19 contains 39797 members 
Mstep: Class 20 contains 31288 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15423 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6870 members 
Mstep: Class 28 contains 28161 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12346 members 
Mstep: Class 32 contains 16765 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34177 members 
Mstep: Class 35 contains 33418 members 
Mstep: Class 36 contains 39392 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1183 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44484 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10741 members 
Mstep: Class 45 contains 13946 members 
Mstep: Class 46 contains 6825 members 
Mstep: Class 47 contains 24424 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16743 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4449 members 
Mstep: Class 54 contains 4157 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15322 members 
Mstep: Class 57 contains 15935 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34629 members 
Mstep: Class 60 contains 37145 members 
Mstep: Class 61 contains 16089 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15989 members 
Mstep: Class 65 contains 3139 members 
Mstep: Class 66 contains 15887 members 
Mstep: Class 67 contains 32292 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352384.000000 Penalty: 230020.765625
Iteration 436Q: 69 clusters Score -1.613524e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 35955 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 31320 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26122 members 
Mstep: Class 14 contains 55500 members 
Mstep: Class 15 contains 27447 members 
Mstep: Class 16 contains 17862 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24802 members 
Mstep: Class 19 contains 39616 members 
Mstep: Class 20 contains 31302 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15428 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6843 members 
Mstep: Class 28 contains 28163 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12348 members 
Mstep: Class 32 contains 16758 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34128 members 
Mstep: Class 35 contains 33450 members 
Mstep: Class 36 contains 39380 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44486 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10735 members 
Mstep: Class 45 contains 13954 members 
Mstep: Class 46 contains 6824 members 
Mstep: Class 47 contains 24630 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16751 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 4159 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15335 members 
Mstep: Class 57 contains 15928 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34659 members 
Mstep: Class 60 contains 37017 members 
Mstep: Class 61 contains 16095 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15986 members 
Mstep: Class 65 contains 3139 members 
Mstep: Class 66 contains 15887 members 
Mstep: Class 67 contains 32464 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352480.000000 Penalty: 230020.765625
Iteration 437Q: 69 clusters Score -1.613525e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 35940 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 31298 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26093 members 
Mstep: Class 14 contains 55499 members 
Mstep: Class 15 contains 27472 members 
Mstep: Class 16 contains 17853 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24783 members 
Mstep: Class 19 contains 39523 members 
Mstep: Class 20 contains 31321 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15437 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 28168 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12348 members 
Mstep: Class 32 contains 16755 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 34107 members 
Mstep: Class 35 contains 33455 members 
Mstep: Class 36 contains 39377 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44490 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10734 members 
Mstep: Class 45 contains 13963 members 
Mstep: Class 46 contains 6824 members 
Mstep: Class 47 contains 24702 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16743 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4446 members 
Mstep: Class 54 contains 4164 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15355 members 
Mstep: Class 57 contains 15922 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34665 members 
Mstep: Class 60 contains 36950 members 
Mstep: Class 61 contains 16101 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15983 members 
Mstep: Class 65 contains 3142 members 
Mstep: Class 66 contains 15882 members 
Mstep: Class 67 contains 32612 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352496.000000 Penalty: 230020.765625
Iteration 438Q: 69 clusters Score -1.613525e+08 nChanged 1027
Entering ConstructFrom: 
Score: -161352496.000000 Penalty: 230020.765625
Entering ConstructFrom: 
Trying to split cluster 1 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -1044431.187500 Penalty: 2137.653076
	Iteration 0F: 2 clusters Score -1044431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1039568.312500 Penalty: 4275.306152
	Iteration 0F: 3 clusters Score -1039568 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1040673.687500 Penalty: 4275.306152
	Iteration 1F: 3 clusters Score -1040674 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1040889.625000 Penalty: 4275.306152
	Iteration 2F: 3 clusters Score -1040890 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1041026.125000 Penalty: 4275.306152
	Iteration 3F: 3 clusters Score -1041026 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1041137.562500 Penalty: 4275.306152
	Iteration 4Q: 3 clusters Score -1041138 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1041204.750000 Penalty: 4275.306152
	Iteration 5Q: 3 clusters Score -1041205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1041252.687500 Penalty: 4275.306152
	Iteration 6Q: 3 clusters Score -1041253 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1041299.812500 Penalty: 4275.306152
	Iteration 7Q: 3 clusters Score -1041300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1041332.687500 Penalty: 4275.306152
	Iteration 8Q: 3 clusters Score -1041333 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1041362.125000 Penalty: 4275.306152
	Iteration 9Q: 3 clusters Score -1041362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1041384.062500 Penalty: 4275.306152
	Iteration 10Q: 3 clusters Score -1041384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1041408.437500 Penalty: 4275.306152
	Iteration 11Q: 3 clusters Score -1041408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1041436.812500 Penalty: 4275.306152
	Iteration 12Q: 3 clusters Score -1041437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1041452.250000 Penalty: 4275.306152
	Iteration 13Q: 3 clusters Score -1041452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1041466.062500 Penalty: 4275.306152
	Iteration 14Q: 3 clusters Score -1041466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1041478.062500 Penalty: 4275.306152
	Iteration 15Q: 3 clusters Score -1041478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1041485.250000 Penalty: 4275.306152
	Iteration 16Q: 3 clusters Score -1041485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1041493.937500 Penalty: 4275.306152
	Iteration 17Q: 3 clusters Score -1041494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1041504.250000 Penalty: 4275.306152
	Iteration 18Q: 3 clusters Score -1041504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1041510.875000 Penalty: 4275.306152
	Iteration 19Q: 3 clusters Score -1041511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1041521.812500 Penalty: 4275.306152
	Iteration 20F: 3 clusters Score -1041522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1041527.500000 Penalty: 4275.306152
	Iteration 21Q: 3 clusters Score -1041528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1041530.250000 Penalty: 4275.306152
	Iteration 22Q: 3 clusters Score -1041530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1041536.750000 Penalty: 4275.306152
	Iteration 23Q: 3 clusters Score -1041537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1041541.375000 Penalty: 4275.306152
	Iteration 24Q: 3 clusters Score -1041541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1041548.312500 Penalty: 4275.306152
	Iteration 25Q: 3 clusters Score -1041548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1041555.062500 Penalty: 4275.306152
	Iteration 26Q: 3 clusters Score -1041555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1041561.250000 Penalty: 4275.306152
	Iteration 27Q: 3 clusters Score -1041561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1041567.937500 Penalty: 4275.306152
	Iteration 28Q: 3 clusters Score -1041568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1041570.625000 Penalty: 4275.306152
	Iteration 29Q: 3 clusters Score -1041571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1041573.687500 Penalty: 4275.306152
	Iteration 30Q: 3 clusters Score -1041574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1041579.125000 Penalty: 4275.306152
	Iteration 31Q: 3 clusters Score -1041579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1041587.687500 Penalty: 4275.306152
	Iteration 32Q: 3 clusters Score -1041588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1041591.125000 Penalty: 4275.306152
	Iteration 33Q: 3 clusters Score -1041591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1041593.937500 Penalty: 4275.306152
	Iteration 34Q: 3 clusters Score -1041594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1041599.312500 Penalty: 4275.306152
	Iteration 35Q: 3 clusters Score -1041599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1041604.750000 Penalty: 4275.306152
	Iteration 36Q: 3 clusters Score -1041605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1041607.500000 Penalty: 4275.306152
	Iteration 37Q: 3 clusters Score -1041608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1041613.187500 Penalty: 4275.306152
	Iteration 38Q: 3 clusters Score -1041613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1041616.750000 Penalty: 4275.306152
	Iteration 39Q: 3 clusters Score -1041617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1041621.187500 Penalty: 4275.306152
	Iteration 40F: 3 clusters Score -1041621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1041623.500000 Penalty: 4275.306152
	Iteration 41Q: 3 clusters Score -1041624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1041625.437500 Penalty: 4275.306152
	Iteration 42Q: 3 clusters Score -1041625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1041629.500000 Penalty: 4275.306152
	Iteration 43Q: 3 clusters Score -1041630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1041629.500000 Penalty: 4275.306152
	Iteration 44Q: 3 clusters Score -1041630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1041631.250000 Penalty: 4275.306152
	Iteration 45Q: 3 clusters Score -1041631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1041633.875000 Penalty: 4275.306152
	Iteration 46Q: 3 clusters Score -1041634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1041636.000000 Penalty: 4275.306152
	Iteration 47Q: 3 clusters Score -1041636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1041639.500000 Penalty: 4275.306152
	Iteration 48Q: 3 clusters Score -1041640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1041640.562500 Penalty: 4275.306152
	Iteration 49Q: 3 clusters Score -1041641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1041642.437500 Penalty: 4275.306152
	Iteration 50Q: 3 clusters Score -1041642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1041643.250000 Penalty: 4275.306152
	Iteration 51Q: 3 clusters Score -1041643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1041644.250000 Penalty: 4275.306152
	Iteration 52Q: 3 clusters Score -1041644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1041644.250000 Penalty: 4275.306152
	Iteration 53F: 3 clusters Score -1041644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Entering Unmasked Estep 
Score: -6977781.500000 Penalty: 2601.311768
	Iteration 0F: 2 clusters Score -6977782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6956051.000000 Penalty: 5202.623535
	Iteration 0F: 3 clusters Score -6956051 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -6964793.500000 Penalty: 5202.623535
	Iteration 1F: 3 clusters Score -6964794 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -6965223.000000 Penalty: 5202.623535
	Iteration 2Q: 3 clusters Score -6965223 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -6965647.000000 Penalty: 5202.623535
	Iteration 3Q: 3 clusters Score -6965647 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -6966026.500000 Penalty: 5202.623535
	Iteration 4Q: 3 clusters Score -6966026 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -6966529.000000 Penalty: 5202.623535
	Iteration 5Q: 3 clusters Score -6966529 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -6967186.500000 Penalty: 5202.623535
	Iteration 6Q: 3 clusters Score -6967186 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -6968198.500000 Penalty: 5202.623535
	Iteration 7F: 3 clusters Score -6968198 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -6969598.000000 Penalty: 5202.623535
	Iteration 8F: 3 clusters Score -6969598 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6971414.000000 Penalty: 5202.623535
	Iteration 9F: 3 clusters Score -6971414 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6972798.500000 Penalty: 5202.623535
	Iteration 10F: 3 clusters Score -6972798 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6973965.000000 Penalty: 5202.623535
	Iteration 11Q: 3 clusters Score -6973965 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6974663.000000 Penalty: 5202.623535
	Iteration 12Q: 3 clusters Score -6974663 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6975033.500000 Penalty: 5202.623535
	Iteration 13Q: 3 clusters Score -6975034 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6975216.500000 Penalty: 5202.623535
	Iteration 14Q: 3 clusters Score -6975216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6975297.000000 Penalty: 5202.623535
	Iteration 15Q: 3 clusters Score -6975297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6975376.000000 Penalty: 5202.623535
	Iteration 16Q: 3 clusters Score -6975376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6975408.000000 Penalty: 5202.623535
	Iteration 17Q: 3 clusters Score -6975408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6975411.000000 Penalty: 5202.623535
	Iteration 18Q: 3 clusters Score -6975411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6975426.000000 Penalty: 5202.623535
	Iteration 19Q: 3 clusters Score -6975426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6975439.000000 Penalty: 5202.623535
	Iteration 20F: 3 clusters Score -6975439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6975446.500000 Penalty: 5202.623535
	Iteration 21Q: 3 clusters Score -6975446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6975445.000000 Penalty: 5202.623535
	Iteration 22Q: 3 clusters Score -6975445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6975454.000000 Penalty: 5202.623535
	Iteration 23Q: 3 clusters Score -6975454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6975454.000000 Penalty: 5202.623535
	Iteration 24Q: 3 clusters Score -6975454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6975453.500000 Penalty: 5202.623535
	Iteration 25Q: 3 clusters Score -6975454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6975453.500000 Penalty: 5202.623535
	Iteration 26F: 3 clusters Score -6975454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -74706.726562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -74706.73 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 275 members 
Entering Unmasked Estep 
Score: -73330.882812 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -73330.88 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73666.492188 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -73666.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73952.835938 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -73952.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74181.367188 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -74181.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74346.289062 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -74346.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74507.859375 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -74507.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74696.117188 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -74696.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74817.500000 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -74817.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74914.562500 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -74914.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -74983.007812 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -74983.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75067.234375 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -75067.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75127.414062 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -75127.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75180.015625 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -75180.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75203.679688 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -75203.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75245.015625 Penalty: 3107.589355
	Iteration 14F: 3 clusters Score -75245.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75327.164062 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -75327.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75332.812500 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -75332.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75334.710938 Penalty: 3107.589355
	Iteration 17Q: 3 clusters Score -75334.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75334.710938 Penalty: 3107.589355
	Iteration 18F: 3 clusters Score -75334.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 35924 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 31290 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26066 members 
Mstep: Class 14 contains 55495 members 
Mstep: Class 15 contains 27477 members 
Mstep: Class 16 contains 17850 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24776 members 
Mstep: Class 19 contains 39441 members 
Mstep: Class 20 contains 31342 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15441 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 28176 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12353 members 
Mstep: Class 32 contains 16751 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 33458 members 
Mstep: Class 36 contains 39370 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44488 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10734 members 
Mstep: Class 45 contains 13974 members 
Mstep: Class 46 contains 6825 members 
Mstep: Class 47 contains 24804 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16729 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4163 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15376 members 
Mstep: Class 57 contains 15914 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34657 members 
Mstep: Class 60 contains 36889 members 
Mstep: Class 61 contains 16101 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15986 members 
Mstep: Class 65 contains 3142 members 
Mstep: Class 66 contains 15871 members 
Mstep: Class 67 contains 32744 members 
Mstep: Class 68 contains 640 members 
Mstep: Class 69 contains 237 members 
Entering Unmasked Estep 
Score: -161351568.000000 Penalty: 233403.421875
Splitting cluster 3 changes total score from -161352496.000000 to -161351568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -962654.250000 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -962654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -958251.687500 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -958251.7 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -959390.750000 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -959390.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -959651.000000 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -959651 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -959806.750000 Penalty: 4206.651367
	Iteration 3F: 3 clusters Score -959806.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -959901.375000 Penalty: 4206.651367
	Iteration 4Q: 3 clusters Score -959901.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -959965.062500 Penalty: 4206.651367
	Iteration 5Q: 3 clusters Score -959965.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -960023.187500 Penalty: 4206.651367
	Iteration 6Q: 3 clusters Score -960023.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -960079.375000 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -960079.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -960133.125000 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -960133.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -960193.937500 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -960193.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -960264.187500 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -960264.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -960343.375000 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -960343.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -960443.937500 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -960443.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -960574.312500 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -960574.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -960734.250000 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -960734.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -960847.750000 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -960847.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -960921.812500 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -960921.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -960993.062500 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -960993.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -961039.312500 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -961039.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -961079.812500 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -961079.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -961113.625000 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -961113.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -961136.875000 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -961136.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -961156.687500 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -961156.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -961174.625000 Penalty: 4206.651367
	Iteration 23Q: 3 clusters Score -961174.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -961194.187500 Penalty: 4206.651367
	Iteration 24Q: 3 clusters Score -961194.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -961207.375000 Penalty: 4206.651367
	Iteration 25Q: 3 clusters Score -961207.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -961215.812500 Penalty: 4206.651367
	Iteration 26Q: 3 clusters Score -961215.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -961223.062500 Penalty: 4206.651367
	Iteration 27Q: 3 clusters Score -961223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -961228.125000 Penalty: 4206.651367
	Iteration 28Q: 3 clusters Score -961228.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -961234.562500 Penalty: 4206.651367
	Iteration 29Q: 3 clusters Score -961234.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -961242.750000 Penalty: 4206.651367
	Iteration 30Q: 3 clusters Score -961242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -961245.625000 Penalty: 4206.651367
	Iteration 31Q: 3 clusters Score -961245.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -961251.125000 Penalty: 4206.651367
	Iteration 32Q: 3 clusters Score -961251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -961255.812500 Penalty: 4206.651367
	Iteration 33Q: 3 clusters Score -961255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -961260.375000 Penalty: 4206.651367
	Iteration 34Q: 3 clusters Score -961260.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -961264.312500 Penalty: 4206.651367
	Iteration 35Q: 3 clusters Score -961264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -961266.375000 Penalty: 4206.651367
	Iteration 36Q: 3 clusters Score -961266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -961269.625000 Penalty: 4206.651367
	Iteration 37Q: 3 clusters Score -961269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -961270.562500 Penalty: 4206.651367
	Iteration 38Q: 3 clusters Score -961270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -961272.812500 Penalty: 4206.651367
	Iteration 39Q: 3 clusters Score -961272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -961274.250000 Penalty: 4206.651367
	Iteration 40F: 3 clusters Score -961274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -961274.500000 Penalty: 4206.651367
	Iteration 41Q: 3 clusters Score -961274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -961275.375000 Penalty: 4206.651367
	Iteration 42Q: 3 clusters Score -961275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -961275.125000 Penalty: 4206.651367
	Iteration 43Q: 3 clusters Score -961275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -961277.062500 Penalty: 4206.651367
	Iteration 44Q: 3 clusters Score -961277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -961278.375000 Penalty: 4206.651367
	Iteration 45Q: 3 clusters Score -961278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -961277.437500 Penalty: 4206.651367
	Iteration 46Q: 3 clusters Score -961277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -961277.250000 Penalty: 4206.651367
	Iteration 47Q: 3 clusters Score -961277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -961280.312500 Penalty: 4206.651367
	Iteration 48Q: 3 clusters Score -961280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -961280.312500 Penalty: 4206.651367
	Iteration 49F: 3 clusters Score -961280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -32284.472656 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -32284.47 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 171 members 
Entering Unmasked Estep 
Score: -31166.121094 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -31166.12 nChanged 77
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: -31466.478516 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -31466.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31606.445312 Penalty: 2859.534668
	Iteration 2F: 3 clusters Score -31606.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31671.212891 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -31671.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31699.134766 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -31699.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31738.488281 Penalty: 2859.534668
	Iteration 5Q: 3 clusters Score -31738.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31773.507812 Penalty: 2859.534668
	Iteration 6Q: 3 clusters Score -31773.51 nChanged 1
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: -31774.837891 Penalty: 2859.534668
	Iteration 7Q: 3 clusters Score -31774.84 nChanged 0
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: -31774.837891 Penalty: 2859.534668
	Iteration 8F: 3 clusters Score -31774.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -296221.000000 Penalty: 1833.681885
	Iteration 0F: 2 clusters Score -296221 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 814 members 
Entering Unmasked Estep 
Score: -293929.906250 Penalty: 3667.363770
	Iteration 0F: 3 clusters Score -293929.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -294651.031250 Penalty: 3667.363770
	Iteration 1F: 3 clusters Score -294651 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -295007.500000 Penalty: 3667.363770
	Iteration 2F: 3 clusters Score -295007.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -295216.718750 Penalty: 3667.363770
	Iteration 3F: 3 clusters Score -295216.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -295306.500000 Penalty: 3667.363770
	Iteration 4Q: 3 clusters Score -295306.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -295376.250000 Penalty: 3667.363770
	Iteration 5Q: 3 clusters Score -295376.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -295426.781250 Penalty: 3667.363770
	Iteration 6Q: 3 clusters Score -295426.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -295470.687500 Penalty: 3667.363770
	Iteration 7Q: 3 clusters Score -295470.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295491.125000 Penalty: 3667.363770
	Iteration 8Q: 3 clusters Score -295491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -295502.500000 Penalty: 3667.363770
	Iteration 9Q: 3 clusters Score -295502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -295508.125000 Penalty: 3667.363770
	Iteration 10Q: 3 clusters Score -295508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -295510.343750 Penalty: 3667.363770
	Iteration 11Q: 3 clusters Score -295510.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -295516.687500 Penalty: 3667.363770
	Iteration 12Q: 3 clusters Score -295516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -295520.656250 Penalty: 3667.363770
	Iteration 13Q: 3 clusters Score -295520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -295521.187500 Penalty: 3667.363770
	Iteration 14Q: 3 clusters Score -295521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -295521.187500 Penalty: 3667.363770
	Iteration 15F: 3 clusters Score -295521.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -105044.460938 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -105044.5 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 262 members 
Entering Unmasked Estep 
Score: -103492.539062 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -103492.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103687.296875 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -103687.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -103739.359375 Penalty: 3095.176758
	Iteration 2Q: 3 clusters Score -103739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -103763.257812 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -103763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -103772.992188 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -103773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -103776.359375 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -103776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103777.054688 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -103777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103777.054688 Penalty: 3095.176758
	Iteration 7F: 3 clusters Score -103777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -149449.093750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -149449.1 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 418 members 
Entering Unmasked Estep 
Score: -147629.953125 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -147630 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -147874.609375 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -147874.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -147977.140625 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -147977.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -148038.031250 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -148038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -148051.953125 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -148052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -148063.703125 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -148063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -148065.390625 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -148065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -148065.390625 Penalty: 3350.861328
	Iteration 7F: 3 clusters Score -148065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -943878.062500 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -943878.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -939412.750000 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -939412.8 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -940495.937500 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -940495.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -940747.500000 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -940747.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -940895.562500 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -940895.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -941010.812500 Penalty: 4217.333496
	Iteration 4Q: 3 clusters Score -941010.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -941113.687500 Penalty: 4217.333496
	Iteration 5Q: 3 clusters Score -941113.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -941205.687500 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -941205.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -941288.687500 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -941288.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -941367.562500 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -941367.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -941446.250000 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -941446.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -941523.625000 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -941523.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -941596.812500 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -941596.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -941657.312500 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -941657.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -941705.750000 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -941705.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -941753.125000 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -941753.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -941796.437500 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -941796.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -941832.437500 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -941832.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -941857.000000 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -941857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -941876.687500 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -941876.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -941901.250000 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -941901.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -941915.125000 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -941915.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -941926.500000 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -941926.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -941936.125000 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -941936.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -941943.875000 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -941943.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -941951.062500 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -941951.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -941957.000000 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -941957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -941959.812500 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -941959.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -941968.437500 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -941968.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -941973.062500 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -941973.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -941975.937500 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -941975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -941980.437500 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -941980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -941981.187500 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -941981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -941981.812500 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -941981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -941980.312500 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -941980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -941980.625000 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -941980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -941980.625000 Penalty: 4217.333496
	Iteration 35F: 3 clusters Score -941980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Entering Unmasked Estep 
Score: -5980243.500000 Penalty: 2567.061523
	Iteration 0F: 2 clusters Score -5980244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5958972.500000 Penalty: 5134.123047
	Iteration 0F: 3 clusters Score -5958972 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5966693.000000 Penalty: 5134.123047
	Iteration 1F: 3 clusters Score -5966693 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -5967058.000000 Penalty: 5134.123047
	Iteration 2Q: 3 clusters Score -5967058 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5967426.000000 Penalty: 5134.123047
	Iteration 3Q: 3 clusters Score -5967426 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -5967826.000000 Penalty: 5134.123047
	Iteration 4Q: 3 clusters Score -5967826 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -5968376.000000 Penalty: 5134.123047
	Iteration 5Q: 3 clusters Score -5968376 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -5969192.500000 Penalty: 5134.123047
	Iteration 6F: 3 clusters Score -5969192 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -5970428.500000 Penalty: 5134.123047
	Iteration 7F: 3 clusters Score -5970428 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -5972077.000000 Penalty: 5134.123047
	Iteration 8F: 3 clusters Score -5972077 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -5973936.500000 Penalty: 5134.123047
	Iteration 9F: 3 clusters Score -5973936 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5975623.500000 Penalty: 5134.123047
	Iteration 10F: 3 clusters Score -5975624 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5976686.000000 Penalty: 5134.123047
	Iteration 11Q: 3 clusters Score -5976686 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5977283.000000 Penalty: 5134.123047
	Iteration 12Q: 3 clusters Score -5977283 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5977583.000000 Penalty: 5134.123047
	Iteration 13Q: 3 clusters Score -5977583 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5977734.000000 Penalty: 5134.123047
	Iteration 14Q: 3 clusters Score -5977734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5977815.000000 Penalty: 5134.123047
	Iteration 15Q: 3 clusters Score -5977815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5977869.500000 Penalty: 5134.123047
	Iteration 16Q: 3 clusters Score -5977870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5977912.500000 Penalty: 5134.123047
	Iteration 17Q: 3 clusters Score -5977912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5977936.500000 Penalty: 5134.123047
	Iteration 18Q: 3 clusters Score -5977936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5977963.000000 Penalty: 5134.123047
	Iteration 19Q: 3 clusters Score -5977963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5977982.000000 Penalty: 5134.123047
	Iteration 20F: 3 clusters Score -5977982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5978002.500000 Penalty: 5134.123047
	Iteration 21Q: 3 clusters Score -5978002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5978018.500000 Penalty: 5134.123047
	Iteration 22Q: 3 clusters Score -5978018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5978024.000000 Penalty: 5134.123047
	Iteration 23Q: 3 clusters Score -5978024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5978032.500000 Penalty: 5134.123047
	Iteration 24Q: 3 clusters Score -5978032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5978032.000000 Penalty: 5134.123047
	Iteration 25Q: 3 clusters Score -5978032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5978032.000000 Penalty: 5134.123047
	Iteration 26F: 3 clusters Score -5978032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -59347.957031 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -59347.96 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 199 members 
Entering Unmasked Estep 
Score: -58027.281250 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -58027.28 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58272.445312 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -58272.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58401.355469 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -58401.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58511.472656 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -58511.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -58641.265625 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -58641.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -58773.753906 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -58773.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -58859.906250 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -58859.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -58917.945312 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -58917.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58946.851562 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -58946.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58968.773438 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -58968.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59001.312500 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -59001.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59030.933594 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -59030.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59035.710938 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -59035.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59035.710938 Penalty: 2974.240234
	Iteration 13F: 3 clusters Score -59035.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -51460.019531 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -51460.02 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 186 members 
Entering Unmasked Estep 
Score: -50220.855469 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -50220.86 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50430.292969 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -50430.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50509.781250 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -50509.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50550.816406 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -50550.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50557.570312 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -50557.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50560.398438 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -50560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50560.851562 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -50560.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50561.523438 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -50561.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50563.382812 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -50563.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50564.078125 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -50564.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50565.375000 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -50565.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50566.710938 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -50566.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50566.710938 Penalty: 2922.255371
	Iteration 12F: 3 clusters Score -50566.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Entering Unmasked Estep 
Score: -4965347.000000 Penalty: 2521.760010
	Iteration 0F: 2 clusters Score -4965347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -4947517.500000 Penalty: 5043.520020
	Iteration 0F: 3 clusters Score -4947518 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4953637.500000 Penalty: 5043.520020
	Iteration 1F: 3 clusters Score -4953638 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -4954023.500000 Penalty: 5043.520020
	Iteration 2Q: 3 clusters Score -4954024 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -4954338.000000 Penalty: 5043.520020
	Iteration 3Q: 3 clusters Score -4954338 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -4954631.500000 Penalty: 5043.520020
	Iteration 4Q: 3 clusters Score -4954632 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4954941.000000 Penalty: 5043.520020
	Iteration 5Q: 3 clusters Score -4954941 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4955325.500000 Penalty: 5043.520020
	Iteration 6Q: 3 clusters Score -4955326 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -4955934.000000 Penalty: 5043.520020
	Iteration 7Q: 3 clusters Score -4955934 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -4956757.000000 Penalty: 5043.520020
	Iteration 8F: 3 clusters Score -4956757 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4957944.000000 Penalty: 5043.520020
	Iteration 9F: 3 clusters Score -4957944 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4959532.500000 Penalty: 5043.520020
	Iteration 10F: 3 clusters Score -4959532 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4961009.000000 Penalty: 5043.520020
	Iteration 11F: 3 clusters Score -4961009 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4962091.500000 Penalty: 5043.520020
	Iteration 12Q: 3 clusters Score -4962092 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4962617.500000 Penalty: 5043.520020
	Iteration 13Q: 3 clusters Score -4962618 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4962907.500000 Penalty: 5043.520020
	Iteration 14Q: 3 clusters Score -4962908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4963001.500000 Penalty: 5043.520020
	Iteration 15Q: 3 clusters Score -4963002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4963031.000000 Penalty: 5043.520020
	Iteration 16Q: 3 clusters Score -4963031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4963063.500000 Penalty: 5043.520020
	Iteration 17Q: 3 clusters Score -4963064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4963064.500000 Penalty: 5043.520020
	Iteration 18Q: 3 clusters Score -4963064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4963073.000000 Penalty: 5043.520020
	Iteration 19Q: 3 clusters Score -4963073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4963085.000000 Penalty: 5043.520020
	Iteration 20F: 3 clusters Score -4963085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4963090.000000 Penalty: 5043.520020
	Iteration 21Q: 3 clusters Score -4963090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4963094.000000 Penalty: 5043.520020
	Iteration 22Q: 3 clusters Score -4963094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4963102.000000 Penalty: 5043.520020
	Iteration 23Q: 3 clusters Score -4963102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4963107.500000 Penalty: 5043.520020
	Iteration 24Q: 3 clusters Score -4963108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4963103.500000 Penalty: 5043.520020
	Iteration 25Q: 3 clusters Score -4963104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4963105.000000 Penalty: 5043.520020
	Iteration 26Q: 3 clusters Score -4963105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4963105.000000 Penalty: 5043.520020
	Iteration 27F: 3 clusters Score -4963105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Entering Unmasked Estep 
Score: -10345129.000000 Penalty: 2709.164062
	Iteration 0F: 2 clusters Score -1.034513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -10308489.000000 Penalty: 5418.328125
	Iteration 0F: 3 clusters Score -1.030849e+07 nChanged 25733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -10322526.000000 Penalty: 5418.328125
	Iteration 1F: 3 clusters Score -1.032253e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -10323055.000000 Penalty: 5418.328125
	Iteration 2Q: 3 clusters Score -1.032306e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -10323619.000000 Penalty: 5418.328125
	Iteration 3Q: 3 clusters Score -1.032362e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -10324121.000000 Penalty: 5418.328125
	Iteration 4Q: 3 clusters Score -1.032412e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -10324763.000000 Penalty: 5418.328125
	Iteration 5Q: 3 clusters Score -1.032476e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -10325690.000000 Penalty: 5418.328125
	Iteration 6Q: 3 clusters Score -1.032569e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -10326983.000000 Penalty: 5418.328125
	Iteration 7F: 3 clusters Score -1.032698e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -10328723.000000 Penalty: 5418.328125
	Iteration 8F: 3 clusters Score -1.032872e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -10330944.000000 Penalty: 5418.328125
	Iteration 9F: 3 clusters Score -1.033094e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -10333318.000000 Penalty: 5418.328125
	Iteration 10F: 3 clusters Score -1.033332e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -10335911.000000 Penalty: 5418.328125
	Iteration 11F: 3 clusters Score -1.033591e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -10338193.000000 Penalty: 5418.328125
	Iteration 12F: 3 clusters Score -1.033819e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -10339948.000000 Penalty: 5418.328125
	Iteration 13Q: 3 clusters Score -1.033995e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -10341139.000000 Penalty: 5418.328125
	Iteration 14Q: 3 clusters Score -1.034114e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10341935.000000 Penalty: 5418.328125
	Iteration 15Q: 3 clusters Score -1.034194e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -10342369.000000 Penalty: 5418.328125
	Iteration 16Q: 3 clusters Score -1.034237e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -10342547.000000 Penalty: 5418.328125
	Iteration 17Q: 3 clusters Score -1.034255e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -10342662.000000 Penalty: 5418.328125
	Iteration 18Q: 3 clusters Score -1.034266e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -10342704.000000 Penalty: 5418.328125
	Iteration 19Q: 3 clusters Score -1.03427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -10342721.000000 Penalty: 5418.328125
	Iteration 20F: 3 clusters Score -1.034272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -10342733.000000 Penalty: 5418.328125
	Iteration 21Q: 3 clusters Score -1.034273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -10342750.000000 Penalty: 5418.328125
	Iteration 22Q: 3 clusters Score -1.034275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -10342751.000000 Penalty: 5418.328125
	Iteration 23Q: 3 clusters Score -1.034275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -10342760.000000 Penalty: 5418.328125
	Iteration 24Q: 3 clusters Score -1.034276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -10342770.000000 Penalty: 5418.328125
	Iteration 25Q: 3 clusters Score -1.034277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -10342767.000000 Penalty: 5418.328125
	Iteration 26Q: 3 clusters Score -1.034277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -10342771.000000 Penalty: 5418.328125
	Iteration 27Q: 3 clusters Score -1.034277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -10342766.000000 Penalty: 5418.328125
	Iteration 28Q: 3 clusters Score -1.034277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -10342771.000000 Penalty: 5418.328125
	Iteration 29Q: 3 clusters Score -1.034277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -10342771.000000 Penalty: 5418.328125
	Iteration 30Q: 3 clusters Score -1.034277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -10342771.000000 Penalty: 5418.328125
	Iteration 31F: 3 clusters Score -1.034277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Entering Unmasked Estep 
Score: -5612530.500000 Penalty: 2534.833984
	Iteration 0F: 2 clusters Score -5612530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -5594341.500000 Penalty: 5069.667969
	Iteration 0F: 3 clusters Score -5594342 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5600812.500000 Penalty: 5069.667969
	Iteration 1F: 3 clusters Score -5600812 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -5601238.500000 Penalty: 5069.667969
	Iteration 2Q: 3 clusters Score -5601238 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -5601562.000000 Penalty: 5069.667969
	Iteration 3Q: 3 clusters Score -5601562 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -5601855.500000 Penalty: 5069.667969
	Iteration 4Q: 3 clusters Score -5601856 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -5602177.500000 Penalty: 5069.667969
	Iteration 5Q: 3 clusters Score -5602178 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -5602492.500000 Penalty: 5069.667969
	Iteration 6Q: 3 clusters Score -5602492 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5602939.000000 Penalty: 5069.667969
	Iteration 7Q: 3 clusters Score -5602939 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -5603530.500000 Penalty: 5069.667969
	Iteration 8Q: 3 clusters Score -5603530 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -5604265.000000 Penalty: 5069.667969
	Iteration 9Q: 3 clusters Score -5604265 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -5605225.000000 Penalty: 5069.667969
	Iteration 10F: 3 clusters Score -5605225 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5606304.500000 Penalty: 5069.667969
	Iteration 11F: 3 clusters Score -5606304 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5607560.500000 Penalty: 5069.667969
	Iteration 12F: 3 clusters Score -5607560 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5608560.500000 Penalty: 5069.667969
	Iteration 13Q: 3 clusters Score -5608560 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5609186.500000 Penalty: 5069.667969
	Iteration 14Q: 3 clusters Score -5609186 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5609584.000000 Penalty: 5069.667969
	Iteration 15Q: 3 clusters Score -5609584 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5609850.500000 Penalty: 5069.667969
	Iteration 16Q: 3 clusters Score -5609850 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5609991.000000 Penalty: 5069.667969
	Iteration 17Q: 3 clusters Score -5609991 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5610066.000000 Penalty: 5069.667969
	Iteration 18Q: 3 clusters Score -5610066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5610136.500000 Penalty: 5069.667969
	Iteration 19Q: 3 clusters Score -5610136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5610184.000000 Penalty: 5069.667969
	Iteration 20F: 3 clusters Score -5610184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5610220.500000 Penalty: 5069.667969
	Iteration 21Q: 3 clusters Score -5610220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5610246.500000 Penalty: 5069.667969
	Iteration 22Q: 3 clusters Score -5610246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5610260.500000 Penalty: 5069.667969
	Iteration 23Q: 3 clusters Score -5610260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5610280.000000 Penalty: 5069.667969
	Iteration 24Q: 3 clusters Score -5610280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5610286.500000 Penalty: 5069.667969
	Iteration 25Q: 3 clusters Score -5610286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5610293.500000 Penalty: 5069.667969
	Iteration 26Q: 3 clusters Score -5610294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5610292.000000 Penalty: 5069.667969
	Iteration 27Q: 3 clusters Score -5610292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5610304.000000 Penalty: 5069.667969
	Iteration 28Q: 3 clusters Score -5610304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5610296.500000 Penalty: 5069.667969
	Iteration 29Q: 3 clusters Score -5610296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5610308.000000 Penalty: 5069.667969
	Iteration 30Q: 3 clusters Score -5610308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5610312.000000 Penalty: 5069.667969
	Iteration 31Q: 3 clusters Score -5610312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5610309.500000 Penalty: 5069.667969
	Iteration 32Q: 3 clusters Score -5610310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5610311.500000 Penalty: 5069.667969
	Iteration 33Q: 3 clusters Score -5610312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5610311.500000 Penalty: 5069.667969
	Iteration 34F: 3 clusters Score -5610312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Entering Unmasked Estep 
Score: -3756774.250000 Penalty: 2427.860107
	Iteration 0F: 2 clusters Score -3756774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3745105.500000 Penalty: 4855.720215
	Iteration 0F: 3 clusters Score -3745106 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3749191.000000 Penalty: 4855.720215
	Iteration 1F: 3 clusters Score -3749191 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3749595.500000 Penalty: 4855.720215
	Iteration 2F: 3 clusters Score -3749596 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3749895.500000 Penalty: 4855.720215
	Iteration 3Q: 3 clusters Score -3749896 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3750125.000000 Penalty: 4855.720215
	Iteration 4Q: 3 clusters Score -3750125 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3750379.000000 Penalty: 4855.720215
	Iteration 5Q: 3 clusters Score -3750379 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3750699.500000 Penalty: 4855.720215
	Iteration 6Q: 3 clusters Score -3750700 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3751059.000000 Penalty: 4855.720215
	Iteration 7Q: 3 clusters Score -3751059 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3751438.250000 Penalty: 4855.720215
	Iteration 8Q: 3 clusters Score -3751438 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3751833.500000 Penalty: 4855.720215
	Iteration 9Q: 3 clusters Score -3751834 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3752438.000000 Penalty: 4855.720215
	Iteration 10Q: 3 clusters Score -3752438 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3752988.750000 Penalty: 4855.720215
	Iteration 11Q: 3 clusters Score -3752989 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3753440.250000 Penalty: 4855.720215
	Iteration 12Q: 3 clusters Score -3753440 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3753824.750000 Penalty: 4855.720215
	Iteration 13Q: 3 clusters Score -3753825 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3754109.750000 Penalty: 4855.720215
	Iteration 14Q: 3 clusters Score -3754110 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3754270.750000 Penalty: 4855.720215
	Iteration 15Q: 3 clusters Score -3754271 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3754382.250000 Penalty: 4855.720215
	Iteration 16Q: 3 clusters Score -3754382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3754472.500000 Penalty: 4855.720215
	Iteration 17Q: 3 clusters Score -3754472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3754529.250000 Penalty: 4855.720215
	Iteration 18Q: 3 clusters Score -3754529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3754572.500000 Penalty: 4855.720215
	Iteration 19Q: 3 clusters Score -3754572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3754604.250000 Penalty: 4855.720215
	Iteration 20F: 3 clusters Score -3754604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3754628.500000 Penalty: 4855.720215
	Iteration 21Q: 3 clusters Score -3754628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3754655.000000 Penalty: 4855.720215
	Iteration 22Q: 3 clusters Score -3754655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3754674.000000 Penalty: 4855.720215
	Iteration 23Q: 3 clusters Score -3754674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3754694.000000 Penalty: 4855.720215
	Iteration 24Q: 3 clusters Score -3754694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3754711.500000 Penalty: 4855.720215
	Iteration 25Q: 3 clusters Score -3754712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3754716.250000 Penalty: 4855.720215
	Iteration 26Q: 3 clusters Score -3754716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3754707.750000 Penalty: 4855.720215
	Iteration 27Q: 3 clusters Score -3754708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3754714.500000 Penalty: 4855.720215
	Iteration 28Q: 3 clusters Score -3754714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3754714.500000 Penalty: 4855.720215
	Iteration 29Q: 3 clusters Score -3754714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3754719.750000 Penalty: 4855.720215
	Iteration 30Q: 3 clusters Score -3754720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3754713.250000 Penalty: 4855.720215
	Iteration 31Q: 3 clusters Score -3754713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3754728.500000 Penalty: 4855.720215
	Iteration 32Q: 3 clusters Score -3754728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3754728.250000 Penalty: 4855.720215
	Iteration 33Q: 3 clusters Score -3754728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3754731.000000 Penalty: 4855.720215
	Iteration 34Q: 3 clusters Score -3754731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3754728.000000 Penalty: 4855.720215
	Iteration 35Q: 3 clusters Score -3754728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3754733.250000 Penalty: 4855.720215
	Iteration 36Q: 3 clusters Score -3754733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3754733.250000 Penalty: 4855.720215
	Iteration 37F: 3 clusters Score -3754733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -1333063.375000 Penalty: 2206.014160
	Iteration 0F: 2 clusters Score -1333063 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 3662 members 
Entering Unmasked Estep 
Score: -1327064.375000 Penalty: 4412.028320
	Iteration 0F: 3 clusters Score -1327064 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1328711.000000 Penalty: 4412.028320
	Iteration 1F: 3 clusters Score -1328711 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1329081.375000 Penalty: 4412.028320
	Iteration 2F: 3 clusters Score -1329081 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1329449.000000 Penalty: 4412.028320
	Iteration 3F: 3 clusters Score -1329449 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1329792.500000 Penalty: 4412.028320
	Iteration 4F: 3 clusters Score -1329792 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1330124.500000 Penalty: 4412.028320
	Iteration 5F: 3 clusters Score -1330124 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1330397.500000 Penalty: 4412.028320
	Iteration 6F: 3 clusters Score -1330398 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1330696.000000 Penalty: 4412.028320
	Iteration 7Q: 3 clusters Score -1330696 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1331008.625000 Penalty: 4412.028320
	Iteration 8Q: 3 clusters Score -1331009 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1331230.000000 Penalty: 4412.028320
	Iteration 9Q: 3 clusters Score -1331230 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1331390.500000 Penalty: 4412.028320
	Iteration 10Q: 3 clusters Score -1331390 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1331496.000000 Penalty: 4412.028320
	Iteration 11Q: 3 clusters Score -1331496 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1331569.750000 Penalty: 4412.028320
	Iteration 12Q: 3 clusters Score -1331570 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1331637.500000 Penalty: 4412.028320
	Iteration 13Q: 3 clusters Score -1331638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1331684.500000 Penalty: 4412.028320
	Iteration 14Q: 3 clusters Score -1331684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1331719.500000 Penalty: 4412.028320
	Iteration 15Q: 3 clusters Score -1331720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1331738.125000 Penalty: 4412.028320
	Iteration 16Q: 3 clusters Score -1331738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1331751.250000 Penalty: 4412.028320
	Iteration 17Q: 3 clusters Score -1331751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1331762.375000 Penalty: 4412.028320
	Iteration 18Q: 3 clusters Score -1331762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1331772.125000 Penalty: 4412.028320
	Iteration 19Q: 3 clusters Score -1331772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1331780.750000 Penalty: 4412.028320
	Iteration 20F: 3 clusters Score -1331781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1331790.125000 Penalty: 4412.028320
	Iteration 21Q: 3 clusters Score -1331790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1331790.125000 Penalty: 4412.028320
	Iteration 22Q: 3 clusters Score -1331790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1331790.250000 Penalty: 4412.028320
	Iteration 23Q: 3 clusters Score -1331790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1331792.875000 Penalty: 4412.028320
	Iteration 24Q: 3 clusters Score -1331793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1331797.375000 Penalty: 4412.028320
	Iteration 25Q: 3 clusters Score -1331797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1331800.375000 Penalty: 4412.028320
	Iteration 26Q: 3 clusters Score -1331800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1331800.250000 Penalty: 4412.028320
	Iteration 27Q: 3 clusters Score -1331800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1331800.500000 Penalty: 4412.028320
	Iteration 28Q: 3 clusters Score -1331800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1331799.750000 Penalty: 4412.028320
	Iteration 29Q: 3 clusters Score -1331800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1331800.500000 Penalty: 4412.028320
	Iteration 30Q: 3 clusters Score -1331800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1331800.125000 Penalty: 4412.028320
	Iteration 31Q: 3 clusters Score -1331800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1331803.750000 Penalty: 4412.028320
	Iteration 32Q: 3 clusters Score -1331804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1331803.750000 Penalty: 4412.028320
	Iteration 33Q: 3 clusters Score -1331804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1331803.875000 Penalty: 4412.028320
	Iteration 34Q: 3 clusters Score -1331804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1331806.625000 Penalty: 4412.028320
	Iteration 35Q: 3 clusters Score -1331807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1331804.875000 Penalty: 4412.028320
	Iteration 36Q: 3 clusters Score -1331805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1331806.625000 Penalty: 4412.028320
	Iteration 37Q: 3 clusters Score -1331807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1331808.125000 Penalty: 4412.028320
	Iteration 38Q: 3 clusters Score -1331808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1331808.125000 Penalty: 4412.028320
	Iteration 39F: 3 clusters Score -1331808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Entering Unmasked Estep 
Score: -4781175.500000 Penalty: 2509.172363
	Iteration 0F: 2 clusters Score -4781176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4764090.000000 Penalty: 5018.344727
	Iteration 0F: 3 clusters Score -4764090 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -4769988.000000 Penalty: 5018.344727
	Iteration 1F: 3 clusters Score -4769988 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4770432.000000 Penalty: 5018.344727
	Iteration 2F: 3 clusters Score -4770432 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4770879.000000 Penalty: 5018.344727
	Iteration 3Q: 3 clusters Score -4770879 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4771424.000000 Penalty: 5018.344727
	Iteration 4Q: 3 clusters Score -4771424 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4772264.500000 Penalty: 5018.344727
	Iteration 5F: 3 clusters Score -4772264 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4773584.500000 Penalty: 5018.344727
	Iteration 6F: 3 clusters Score -4773584 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4775222.000000 Penalty: 5018.344727
	Iteration 7F: 3 clusters Score -4775222 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4776896.500000 Penalty: 5018.344727
	Iteration 8F: 3 clusters Score -4776896 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4778201.000000 Penalty: 5018.344727
	Iteration 9F: 3 clusters Score -4778201 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4779159.500000 Penalty: 5018.344727
	Iteration 10Q: 3 clusters Score -4779160 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -4779734.500000 Penalty: 5018.344727
	Iteration 11Q: 3 clusters Score -4779734 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4779990.500000 Penalty: 5018.344727
	Iteration 12Q: 3 clusters Score -4779990 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -4780098.500000 Penalty: 5018.344727
	Iteration 13Q: 3 clusters Score -4780098 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -4780135.000000 Penalty: 5018.344727
	Iteration 14Q: 3 clusters Score -4780135 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -4780161.000000 Penalty: 5018.344727
	Iteration 15Q: 3 clusters Score -4780161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -4780187.000000 Penalty: 5018.344727
	Iteration 16Q: 3 clusters Score -4780187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4780189.000000 Penalty: 5018.344727
	Iteration 17Q: 3 clusters Score -4780189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -4780189.000000 Penalty: 5018.344727
	Iteration 18Q: 3 clusters Score -4780189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -4780202.500000 Penalty: 5018.344727
	Iteration 19Q: 3 clusters Score -4780202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4780203.000000 Penalty: 5018.344727
	Iteration 20F: 3 clusters Score -4780203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4780204.500000 Penalty: 5018.344727
	Iteration 21Q: 3 clusters Score -4780204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4780207.000000 Penalty: 5018.344727
	Iteration 22Q: 3 clusters Score -4780207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4780207.000000 Penalty: 5018.344727
	Iteration 23Q: 3 clusters Score -4780207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -4780210.000000 Penalty: 5018.344727
	Iteration 24Q: 3 clusters Score -4780210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4780210.500000 Penalty: 5018.344727
	Iteration 25Q: 3 clusters Score -4780210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4780208.500000 Penalty: 5018.344727
	Iteration 26Q: 3 clusters Score -4780208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4780212.500000 Penalty: 5018.344727
	Iteration 27Q: 3 clusters Score -4780212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -4780210.500000 Penalty: 5018.344727
	Iteration 28Q: 3 clusters Score -4780210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4780206.500000 Penalty: 5018.344727
	Iteration 29Q: 3 clusters Score -4780206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4780206.500000 Penalty: 5018.344727
	Iteration 30F: 3 clusters Score -4780206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Entering Unmasked Estep 
Score: -7673226.000000 Penalty: 2624.475342
	Iteration 0F: 2 clusters Score -7673226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -7650189.000000 Penalty: 5248.950684
	Iteration 0F: 3 clusters Score -7650189 nChanged 18113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -7660100.500000 Penalty: 5248.950684
	Iteration 1F: 3 clusters Score -7660100 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -7660876.000000 Penalty: 5248.950684
	Iteration 2F: 3 clusters Score -7660876 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -7661803.000000 Penalty: 5248.950684
	Iteration 3F: 3 clusters Score -7661803 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -7662967.500000 Penalty: 5248.950684
	Iteration 4Q: 3 clusters Score -7662968 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -7664436.500000 Penalty: 5248.950684
	Iteration 5F: 3 clusters Score -7664436 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -7666177.500000 Penalty: 5248.950684
	Iteration 6F: 3 clusters Score -7666178 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -7668241.000000 Penalty: 5248.950684
	Iteration 7F: 3 clusters Score -7668241 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -7670226.500000 Penalty: 5248.950684
	Iteration 8F: 3 clusters Score -7670226 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -7671612.000000 Penalty: 5248.950684
	Iteration 9F: 3 clusters Score -7671612 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -7672329.000000 Penalty: 5248.950684
	Iteration 10Q: 3 clusters Score -7672329 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -7672754.000000 Penalty: 5248.950684
	Iteration 11Q: 3 clusters Score -7672754 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -7673024.000000 Penalty: 5248.950684
	Iteration 12Q: 3 clusters Score -7673024 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -7673256.500000 Penalty: 5248.950684
	Iteration 13Q: 3 clusters Score -7673256 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -7673266.000000 Penalty: 5248.950684
	Iteration 14Q: 3 clusters Score -7673266 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -7673389.000000 Penalty: 5248.950684
	Iteration 15Q: 3 clusters Score -7673389 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -7673511.500000 Penalty: 5248.950684
	Iteration 16Q: 3 clusters Score -7673512 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -7673545.500000 Penalty: 5248.950684
	Iteration 17Q: 3 clusters Score -7673546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -7673553.000000 Penalty: 5248.950684
	Iteration 18Q: 3 clusters Score -7673553 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -7673570.500000 Penalty: 5248.950684
	Iteration 19Q: 3 clusters Score -7673570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -7673561.000000 Penalty: 5248.950684
	Iteration 20F: 3 clusters Score -7673561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -7673583.500000 Penalty: 5248.950684
	Iteration 21Q: 3 clusters Score -7673584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -7673578.000000 Penalty: 5248.950684
	Iteration 22Q: 3 clusters Score -7673578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -7673584.500000 Penalty: 5248.950684
	Iteration 23Q: 3 clusters Score -7673584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -7673587.500000 Penalty: 5248.950684
	Iteration 24Q: 3 clusters Score -7673588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -7673578.000000 Penalty: 5248.950684
	Iteration 25Q: 3 clusters Score -7673578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -7673574.000000 Penalty: 5248.950684
	Iteration 26Q: 3 clusters Score -7673574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -7673576.000000 Penalty: 5248.950684
	Iteration 27Q: 3 clusters Score -7673576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -7673568.500000 Penalty: 5248.950684
	Iteration 28Q: 3 clusters Score -7673568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -7673570.000000 Penalty: 5248.950684
	Iteration 29Q: 3 clusters Score -7673570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -7673558.000000 Penalty: 5248.950684
	Iteration 30Q: 3 clusters Score -7673558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -7673571.500000 Penalty: 5248.950684
	Iteration 31Q: 3 clusters Score -7673572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -7673570.500000 Penalty: 5248.950684
	Iteration 32Q: 3 clusters Score -7673570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -7673580.500000 Penalty: 5248.950684
	Iteration 33Q: 3 clusters Score -7673580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -7673579.500000 Penalty: 5248.950684
	Iteration 34Q: 3 clusters Score -7673580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -7673577.500000 Penalty: 5248.950684
	Iteration 35Q: 3 clusters Score -7673578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -7673577.500000 Penalty: 5248.950684
	Iteration 36F: 3 clusters Score -7673578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 35924 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 31290 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26066 members 
Mstep: Class 14 contains 55495 members 
Mstep: Class 15 contains 27477 members 
Mstep: Class 16 contains 17850 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24776 members 
Mstep: Class 19 contains 26647 members 
Mstep: Class 20 contains 31342 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15441 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 28176 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12353 members 
Mstep: Class 32 contains 16751 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 33458 members 
Mstep: Class 36 contains 39370 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44488 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10734 members 
Mstep: Class 45 contains 13974 members 
Mstep: Class 46 contains 6825 members 
Mstep: Class 47 contains 24804 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16729 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4163 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15376 members 
Mstep: Class 57 contains 15914 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34657 members 
Mstep: Class 60 contains 36889 members 
Mstep: Class 61 contains 16101 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15986 members 
Mstep: Class 65 contains 3142 members 
Mstep: Class 66 contains 15871 members 
Mstep: Class 67 contains 32744 members 
Mstep: Class 68 contains 640 members 
Mstep: Class 69 contains 12794 members 
Entering Unmasked Estep 
Score: -161351936.000000 Penalty: 233403.421875
Splitting cluster 19 changes total score from -161352496.000000 to -161351936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (31342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Entering Unmasked Estep 
Score: -6068619.000000 Penalty: 2567.473145
	Iteration 0F: 2 clusters Score -6068619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -6048707.000000 Penalty: 5134.946289
	Iteration 0F: 3 clusters Score -6048707 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6056226.500000 Penalty: 5134.946289
	Iteration 1F: 3 clusters Score -6056226 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -6056679.500000 Penalty: 5134.946289
	Iteration 2Q: 3 clusters Score -6056680 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -6057129.500000 Penalty: 5134.946289
	Iteration 3Q: 3 clusters Score -6057130 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -6057796.500000 Penalty: 5134.946289
	Iteration 4Q: 3 clusters Score -6057796 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -6058625.000000 Penalty: 5134.946289
	Iteration 5Q: 3 clusters Score -6058625 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -6059691.500000 Penalty: 5134.946289
	Iteration 6F: 3 clusters Score -6059692 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -6061291.500000 Penalty: 5134.946289
	Iteration 7F: 3 clusters Score -6061292 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -6063201.000000 Penalty: 5134.946289
	Iteration 8F: 3 clusters Score -6063201 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -6064795.000000 Penalty: 5134.946289
	Iteration 9F: 3 clusters Score -6064795 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -6065715.500000 Penalty: 5134.946289
	Iteration 10F: 3 clusters Score -6065716 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -6066267.500000 Penalty: 5134.946289
	Iteration 11Q: 3 clusters Score -6066268 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -6066611.000000 Penalty: 5134.946289
	Iteration 12Q: 3 clusters Score -6066611 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -6066883.500000 Penalty: 5134.946289
	Iteration 13Q: 3 clusters Score -6066884 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -6067125.500000 Penalty: 5134.946289
	Iteration 14Q: 3 clusters Score -6067126 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -6067321.000000 Penalty: 5134.946289
	Iteration 15Q: 3 clusters Score -6067321 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -6067486.000000 Penalty: 5134.946289
	Iteration 16Q: 3 clusters Score -6067486 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -6067595.500000 Penalty: 5134.946289
	Iteration 17Q: 3 clusters Score -6067596 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -6067632.500000 Penalty: 5134.946289
	Iteration 18Q: 3 clusters Score -6067632 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -6067678.000000 Penalty: 5134.946289
	Iteration 19Q: 3 clusters Score -6067678 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -6067715.500000 Penalty: 5134.946289
	Iteration 20F: 3 clusters Score -6067716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -6067729.500000 Penalty: 5134.946289
	Iteration 21Q: 3 clusters Score -6067730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -6067741.000000 Penalty: 5134.946289
	Iteration 22Q: 3 clusters Score -6067741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -6067742.000000 Penalty: 5134.946289
	Iteration 23Q: 3 clusters Score -6067742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -6067749.500000 Penalty: 5134.946289
	Iteration 24Q: 3 clusters Score -6067750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -6067752.000000 Penalty: 5134.946289
	Iteration 25Q: 3 clusters Score -6067752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -6067764.000000 Penalty: 5134.946289
	Iteration 26Q: 3 clusters Score -6067764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -6067763.500000 Penalty: 5134.946289
	Iteration 27Q: 3 clusters Score -6067764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -6067761.500000 Penalty: 5134.946289
	Iteration 28Q: 3 clusters Score -6067762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -6067769.500000 Penalty: 5134.946289
	Iteration 29Q: 3 clusters Score -6067770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -6067789.500000 Penalty: 5134.946289
	Iteration 30Q: 3 clusters Score -6067790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -6067785.000000 Penalty: 5134.946289
	Iteration 31Q: 3 clusters Score -6067785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -6067788.000000 Penalty: 5134.946289
	Iteration 32Q: 3 clusters Score -6067788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -6067786.000000 Penalty: 5134.946289
	Iteration 33Q: 3 clusters Score -6067786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6067777.000000 Penalty: 5134.946289
	Iteration 34Q: 3 clusters Score -6067777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -6067787.000000 Penalty: 5134.946289
	Iteration 35Q: 3 clusters Score -6067787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6067781.500000 Penalty: 5134.946289
	Iteration 36Q: 3 clusters Score -6067782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -6067777.500000 Penalty: 5134.946289
	Iteration 37Q: 3 clusters Score -6067778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -6067788.500000 Penalty: 5134.946289
	Iteration 38Q: 3 clusters Score -6067788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -6067786.500000 Penalty: 5134.946289
	Iteration 39Q: 3 clusters Score -6067786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -6067794.500000 Penalty: 5134.946289
	Iteration 40F: 3 clusters Score -6067794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -6067795.000000 Penalty: 5134.946289
	Iteration 41Q: 3 clusters Score -6067795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -6067785.000000 Penalty: 5134.946289
	Iteration 42Q: 3 clusters Score -6067785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -6067782.500000 Penalty: 5134.946289
	Iteration 43Q: 3 clusters Score -6067782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -6067790.000000 Penalty: 5134.946289
	Iteration 44Q: 3 clusters Score -6067790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -6067772.500000 Penalty: 5134.946289
	Iteration 45Q: 3 clusters Score -6067772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -6067787.500000 Penalty: 5134.946289
	Iteration 46Q: 3 clusters Score -6067788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -6067798.500000 Penalty: 5134.946289
	Iteration 47Q: 3 clusters Score -6067798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -6067792.000000 Penalty: 5134.946289
	Iteration 48Q: 3 clusters Score -6067792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -6067797.000000 Penalty: 5134.946289
	Iteration 49Q: 3 clusters Score -6067797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -6067811.500000 Penalty: 5134.946289
	Iteration 50Q: 3 clusters Score -6067812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -6067811.000000 Penalty: 5134.946289
	Iteration 51Q: 3 clusters Score -6067811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -6067819.000000 Penalty: 5134.946289
	Iteration 52Q: 3 clusters Score -6067819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -6067814.000000 Penalty: 5134.946289
	Iteration 53Q: 3 clusters Score -6067814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6067809.500000 Penalty: 5134.946289
	Iteration 54Q: 3 clusters Score -6067810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -6067811.500000 Penalty: 5134.946289
	Iteration 55Q: 3 clusters Score -6067812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -6067813.500000 Penalty: 5134.946289
	Iteration 56Q: 3 clusters Score -6067814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -6067813.000000 Penalty: 5134.946289
	Iteration 57Q: 3 clusters Score -6067813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -6067803.500000 Penalty: 5134.946289
	Iteration 58Q: 3 clusters Score -6067804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -6067809.000000 Penalty: 5134.946289
	Iteration 59Q: 3 clusters Score -6067809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -6067813.000000 Penalty: 5134.946289
	Iteration 60F: 3 clusters Score -6067813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -6067812.000000 Penalty: 5134.946289
	Iteration 61Q: 3 clusters Score -6067812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -6067801.500000 Penalty: 5134.946289
	Iteration 62Q: 3 clusters Score -6067802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -6067806.000000 Penalty: 5134.946289
	Iteration 63Q: 3 clusters Score -6067806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -6067817.500000 Penalty: 5134.946289
	Iteration 64Q: 3 clusters Score -6067818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -6067816.500000 Penalty: 5134.946289
	Iteration 65Q: 3 clusters Score -6067816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -6067815.500000 Penalty: 5134.946289
	Iteration 66Q: 3 clusters Score -6067816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -6067817.500000 Penalty: 5134.946289
	Iteration 67Q: 3 clusters Score -6067818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -6067815.000000 Penalty: 5134.946289
	Iteration 68Q: 3 clusters Score -6067815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -6067820.500000 Penalty: 5134.946289
	Iteration 69Q: 3 clusters Score -6067820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -6067824.000000 Penalty: 5134.946289
	Iteration 70Q: 3 clusters Score -6067824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -6067830.000000 Penalty: 5134.946289
	Iteration 71Q: 3 clusters Score -6067830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -6067843.000000 Penalty: 5134.946289
	Iteration 72Q: 3 clusters Score -6067843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -6067845.500000 Penalty: 5134.946289
	Iteration 73Q: 3 clusters Score -6067846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -6067845.500000 Penalty: 5134.946289
	Iteration 74Q: 3 clusters Score -6067846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -6067853.000000 Penalty: 5134.946289
	Iteration 75Q: 3 clusters Score -6067853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -6067870.500000 Penalty: 5134.946289
	Iteration 76Q: 3 clusters Score -6067870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -6067848.000000 Penalty: 5134.946289
	Iteration 77Q: 3 clusters Score -6067848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -6067846.500000 Penalty: 5134.946289
	Iteration 78Q: 3 clusters Score -6067846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -6067849.000000 Penalty: 5134.946289
	Iteration 79Q: 3 clusters Score -6067849 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -6067854.500000 Penalty: 5134.946289
	Iteration 80F: 3 clusters Score -6067854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -6067860.500000 Penalty: 5134.946289
	Iteration 81Q: 3 clusters Score -6067860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -6067880.500000 Penalty: 5134.946289
	Iteration 82Q: 3 clusters Score -6067880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -6067889.500000 Penalty: 5134.946289
	Iteration 83Q: 3 clusters Score -6067890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -6067892.000000 Penalty: 5134.946289
	Iteration 84Q: 3 clusters Score -6067892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -6067891.000000 Penalty: 5134.946289
	Iteration 85Q: 3 clusters Score -6067891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -6067898.500000 Penalty: 5134.946289
	Iteration 86Q: 3 clusters Score -6067898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -6067907.000000 Penalty: 5134.946289
	Iteration 87Q: 3 clusters Score -6067907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -6067901.500000 Penalty: 5134.946289
	Iteration 88Q: 3 clusters Score -6067902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -6067901.500000 Penalty: 5134.946289
	Iteration 89Q: 3 clusters Score -6067902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -6067909.500000 Penalty: 5134.946289
	Iteration 90Q: 3 clusters Score -6067910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -6067910.000000 Penalty: 5134.946289
	Iteration 91Q: 3 clusters Score -6067910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6067924.000000 Penalty: 5134.946289
	Iteration 92Q: 3 clusters Score -6067924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -6067931.500000 Penalty: 5134.946289
	Iteration 93Q: 3 clusters Score -6067932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -6067916.000000 Penalty: 5134.946289
	Iteration 94Q: 3 clusters Score -6067916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -6067930.500000 Penalty: 5134.946289
	Iteration 95Q: 3 clusters Score -6067930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -6067920.000000 Penalty: 5134.946289
	Iteration 96Q: 3 clusters Score -6067920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -6067913.000000 Penalty: 5134.946289
	Iteration 97Q: 3 clusters Score -6067913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -6067910.000000 Penalty: 5134.946289
	Iteration 98Q: 3 clusters Score -6067910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -6067920.500000 Penalty: 5134.946289
	Iteration 99Q: 3 clusters Score -6067920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -6067914.500000 Penalty: 5134.946289
	Iteration 100F: 3 clusters Score -6067914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -6067918.000000 Penalty: 5134.946289
	Iteration 101Q: 3 clusters Score -6067918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -6067922.000000 Penalty: 5134.946289
	Iteration 102Q: 3 clusters Score -6067922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -6067932.500000 Penalty: 5134.946289
	Iteration 103Q: 3 clusters Score -6067932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -6067940.500000 Penalty: 5134.946289
	Iteration 104Q: 3 clusters Score -6067940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -6067954.000000 Penalty: 5134.946289
	Iteration 105Q: 3 clusters Score -6067954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -6067950.000000 Penalty: 5134.946289
	Iteration 106Q: 3 clusters Score -6067950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -6067936.000000 Penalty: 5134.946289
	Iteration 107Q: 3 clusters Score -6067936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -6067932.500000 Penalty: 5134.946289
	Iteration 108Q: 3 clusters Score -6067932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -6067946.500000 Penalty: 5134.946289
	Iteration 109Q: 3 clusters Score -6067946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -6067962.500000 Penalty: 5134.946289
	Iteration 110Q: 3 clusters Score -6067962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -6067957.000000 Penalty: 5134.946289
	Iteration 111Q: 3 clusters Score -6067957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -6067948.500000 Penalty: 5134.946289
	Iteration 112Q: 3 clusters Score -6067948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -6067943.000000 Penalty: 5134.946289
	Iteration 113Q: 3 clusters Score -6067943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -6067954.500000 Penalty: 5134.946289
	Iteration 114Q: 3 clusters Score -6067954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -6067950.000000 Penalty: 5134.946289
	Iteration 115Q: 3 clusters Score -6067950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -6067960.000000 Penalty: 5134.946289
	Iteration 116Q: 3 clusters Score -6067960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -6067963.000000 Penalty: 5134.946289
	Iteration 117Q: 3 clusters Score -6067963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -6067969.500000 Penalty: 5134.946289
	Iteration 118Q: 3 clusters Score -6067970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -6067969.500000 Penalty: 5134.946289
	Iteration 119Q: 3 clusters Score -6067970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -6067972.000000 Penalty: 5134.946289
	Iteration 120F: 3 clusters Score -6067972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -6067975.000000 Penalty: 5134.946289
	Iteration 121Q: 3 clusters Score -6067975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6067967.500000 Penalty: 5134.946289
	Iteration 122Q: 3 clusters Score -6067968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -6067971.000000 Penalty: 5134.946289
	Iteration 123Q: 3 clusters Score -6067971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -6067969.500000 Penalty: 5134.946289
	Iteration 124Q: 3 clusters Score -6067970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -6067971.500000 Penalty: 5134.946289
	Iteration 125Q: 3 clusters Score -6067972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -6067969.000000 Penalty: 5134.946289
	Iteration 126Q: 3 clusters Score -6067969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -6067959.000000 Penalty: 5134.946289
	Iteration 127Q: 3 clusters Score -6067959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -6067971.000000 Penalty: 5134.946289
	Iteration 128Q: 3 clusters Score -6067971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -6067962.000000 Penalty: 5134.946289
	Iteration 129Q: 3 clusters Score -6067962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -6067969.000000 Penalty: 5134.946289
	Iteration 130Q: 3 clusters Score -6067969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -6067977.000000 Penalty: 5134.946289
	Iteration 131Q: 3 clusters Score -6067977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -6067971.000000 Penalty: 5134.946289
	Iteration 132Q: 3 clusters Score -6067971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -6067972.500000 Penalty: 5134.946289
	Iteration 133Q: 3 clusters Score -6067972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -6067974.500000 Penalty: 5134.946289
	Iteration 134Q: 3 clusters Score -6067974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -6067977.500000 Penalty: 5134.946289
	Iteration 135Q: 3 clusters Score -6067978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -6067971.500000 Penalty: 5134.946289
	Iteration 136Q: 3 clusters Score -6067972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6067976.500000 Penalty: 5134.946289
	Iteration 137Q: 3 clusters Score -6067976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -6067985.500000 Penalty: 5134.946289
	Iteration 138Q: 3 clusters Score -6067986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -6067995.500000 Penalty: 5134.946289
	Iteration 139Q: 3 clusters Score -6067996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -6067987.500000 Penalty: 5134.946289
	Iteration 140F: 3 clusters Score -6067988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -6067998.000000 Penalty: 5134.946289
	Iteration 141Q: 3 clusters Score -6067998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -6067991.000000 Penalty: 5134.946289
	Iteration 142Q: 3 clusters Score -6067991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -6067984.000000 Penalty: 5134.946289
	Iteration 143Q: 3 clusters Score -6067984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -6067990.000000 Penalty: 5134.946289
	Iteration 144Q: 3 clusters Score -6067990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -6067989.500000 Penalty: 5134.946289
	Iteration 145Q: 3 clusters Score -6067990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -6067989.500000 Penalty: 5134.946289
	Iteration 146Q: 3 clusters Score -6067990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6067983.000000 Penalty: 5134.946289
	Iteration 147Q: 3 clusters Score -6067983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -6067977.500000 Penalty: 5134.946289
	Iteration 148Q: 3 clusters Score -6067978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -6067975.500000 Penalty: 5134.946289
	Iteration 149Q: 3 clusters Score -6067976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -6067983.500000 Penalty: 5134.946289
	Iteration 150Q: 3 clusters Score -6067984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -6067981.500000 Penalty: 5134.946289
	Iteration 151Q: 3 clusters Score -6067982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -6067981.000000 Penalty: 5134.946289
	Iteration 152Q: 3 clusters Score -6067981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -6067986.500000 Penalty: 5134.946289
	Iteration 153Q: 3 clusters Score -6067986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -6067994.000000 Penalty: 5134.946289
	Iteration 154Q: 3 clusters Score -6067994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -6067994.500000 Penalty: 5134.946289
	Iteration 155Q: 3 clusters Score -6067994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -6067999.000000 Penalty: 5134.946289
	Iteration 156Q: 3 clusters Score -6067999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -6067998.000000 Penalty: 5134.946289
	Iteration 157Q: 3 clusters Score -6067998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -6067999.000000 Penalty: 5134.946289
	Iteration 158Q: 3 clusters Score -6067999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -6067999.000000 Penalty: 5134.946289
	Iteration 159F: 3 clusters Score -6067999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -263160.531250 Penalty: 1813.678711
	Iteration 0F: 2 clusters Score -263160.5 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 706 members 
Entering Unmasked Estep 
Score: -260928.421875 Penalty: 3627.357422
	Iteration 0F: 3 clusters Score -260928.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -261415.968750 Penalty: 3627.357422
	Iteration 1F: 3 clusters Score -261416 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -261572.406250 Penalty: 3627.357422
	Iteration 2F: 3 clusters Score -261572.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -261676.125000 Penalty: 3627.357422
	Iteration 3F: 3 clusters Score -261676.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -261736.343750 Penalty: 3627.357422
	Iteration 4Q: 3 clusters Score -261736.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -261782.546875 Penalty: 3627.357422
	Iteration 5Q: 3 clusters Score -261782.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -261821.671875 Penalty: 3627.357422
	Iteration 6Q: 3 clusters Score -261821.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -261862.718750 Penalty: 3627.357422
	Iteration 7Q: 3 clusters Score -261862.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -261893.281250 Penalty: 3627.357422
	Iteration 8Q: 3 clusters Score -261893.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -261927.640625 Penalty: 3627.357422
	Iteration 9Q: 3 clusters Score -261927.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261968.765625 Penalty: 3627.357422
	Iteration 10Q: 3 clusters Score -261968.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -262001.109375 Penalty: 3627.357422
	Iteration 11Q: 3 clusters Score -262001.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -262017.390625 Penalty: 3627.357422
	Iteration 12Q: 3 clusters Score -262017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -262033.531250 Penalty: 3627.357422
	Iteration 13Q: 3 clusters Score -262033.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -262052.406250 Penalty: 3627.357422
	Iteration 14Q: 3 clusters Score -262052.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -262074.437500 Penalty: 3627.357422
	Iteration 15Q: 3 clusters Score -262074.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -262093.078125 Penalty: 3627.357422
	Iteration 16Q: 3 clusters Score -262093.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -262104.750000 Penalty: 3627.357422
	Iteration 17Q: 3 clusters Score -262104.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -262116.312500 Penalty: 3627.357422
	Iteration 18Q: 3 clusters Score -262116.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -262135.921875 Penalty: 3627.357422
	Iteration 19Q: 3 clusters Score -262135.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -262153.312500 Penalty: 3627.357422
	Iteration 20F: 3 clusters Score -262153.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -262186.187500 Penalty: 3627.357422
	Iteration 21Q: 3 clusters Score -262186.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -262211.937500 Penalty: 3627.357422
	Iteration 22Q: 3 clusters Score -262211.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -262255.656250 Penalty: 3627.357422
	Iteration 23Q: 3 clusters Score -262255.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -262339.906250 Penalty: 3627.357422
	Iteration 24Q: 3 clusters Score -262339.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -262446.875000 Penalty: 3627.357422
	Iteration 25Q: 3 clusters Score -262446.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -262545.750000 Penalty: 3627.357422
	Iteration 26Q: 3 clusters Score -262545.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -262629.750000 Penalty: 3627.357422
	Iteration 27Q: 3 clusters Score -262629.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -262688.312500 Penalty: 3627.357422
	Iteration 28Q: 3 clusters Score -262688.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -262722.593750 Penalty: 3627.357422
	Iteration 29Q: 3 clusters Score -262722.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -262745.625000 Penalty: 3627.357422
	Iteration 30Q: 3 clusters Score -262745.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -262756.781250 Penalty: 3627.357422
	Iteration 31Q: 3 clusters Score -262756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -262773.000000 Penalty: 3627.357422
	Iteration 32Q: 3 clusters Score -262773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -262778.125000 Penalty: 3627.357422
	Iteration 33Q: 3 clusters Score -262778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -262781.281250 Penalty: 3627.357422
	Iteration 34Q: 3 clusters Score -262781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -262782.187500 Penalty: 3627.357422
	Iteration 35Q: 3 clusters Score -262782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -262785.062500 Penalty: 3627.357422
	Iteration 36Q: 3 clusters Score -262785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -262789.093750 Penalty: 3627.357422
	Iteration 37Q: 3 clusters Score -262789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -262790.781250 Penalty: 3627.357422
	Iteration 38Q: 3 clusters Score -262790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -262796.593750 Penalty: 3627.357422
	Iteration 39Q: 3 clusters Score -262796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -262817.500000 Penalty: 3627.357422
	Iteration 40F: 3 clusters Score -262817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -262854.906250 Penalty: 3627.357422
	Iteration 41Q: 3 clusters Score -262854.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -262870.593750 Penalty: 3627.357422
	Iteration 42Q: 3 clusters Score -262870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -262876.343750 Penalty: 3627.357422
	Iteration 43Q: 3 clusters Score -262876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -262876.343750 Penalty: 3627.357422
	Iteration 44F: 3 clusters Score -262876.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Entering Unmasked Estep 
Score: -3095212.500000 Penalty: 2391.905762
	Iteration 0F: 2 clusters Score -3095212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3084288.500000 Penalty: 4783.811523
	Iteration 0F: 3 clusters Score -3084288 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3087968.500000 Penalty: 4783.811523
	Iteration 1F: 3 clusters Score -3087968 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3088340.750000 Penalty: 4783.811523
	Iteration 2F: 3 clusters Score -3088341 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3088638.250000 Penalty: 4783.811523
	Iteration 3Q: 3 clusters Score -3088638 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3088861.000000 Penalty: 4783.811523
	Iteration 4Q: 3 clusters Score -3088861 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3089035.250000 Penalty: 4783.811523
	Iteration 5Q: 3 clusters Score -3089035 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3089213.250000 Penalty: 4783.811523
	Iteration 6Q: 3 clusters Score -3089213 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3089375.750000 Penalty: 4783.811523
	Iteration 7Q: 3 clusters Score -3089376 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3089524.500000 Penalty: 4783.811523
	Iteration 8Q: 3 clusters Score -3089524 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3089731.000000 Penalty: 4783.811523
	Iteration 9Q: 3 clusters Score -3089731 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3089960.750000 Penalty: 4783.811523
	Iteration 10Q: 3 clusters Score -3089961 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3090231.750000 Penalty: 4783.811523
	Iteration 11Q: 3 clusters Score -3090232 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3090516.750000 Penalty: 4783.811523
	Iteration 12Q: 3 clusters Score -3090517 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3090898.250000 Penalty: 4783.811523
	Iteration 13Q: 3 clusters Score -3090898 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3091342.750000 Penalty: 4783.811523
	Iteration 14Q: 3 clusters Score -3091343 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3091794.750000 Penalty: 4783.811523
	Iteration 15Q: 3 clusters Score -3091795 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3092166.000000 Penalty: 4783.811523
	Iteration 16Q: 3 clusters Score -3092166 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3092467.500000 Penalty: 4783.811523
	Iteration 17Q: 3 clusters Score -3092468 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3092719.500000 Penalty: 4783.811523
	Iteration 18Q: 3 clusters Score -3092720 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3092887.500000 Penalty: 4783.811523
	Iteration 19Q: 3 clusters Score -3092888 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3093005.500000 Penalty: 4783.811523
	Iteration 20F: 3 clusters Score -3093006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3093088.750000 Penalty: 4783.811523
	Iteration 21Q: 3 clusters Score -3093089 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3093156.000000 Penalty: 4783.811523
	Iteration 22Q: 3 clusters Score -3093156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3093217.000000 Penalty: 4783.811523
	Iteration 23Q: 3 clusters Score -3093217 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3093262.500000 Penalty: 4783.811523
	Iteration 24Q: 3 clusters Score -3093262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3093316.000000 Penalty: 4783.811523
	Iteration 25Q: 3 clusters Score -3093316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3093350.500000 Penalty: 4783.811523
	Iteration 26Q: 3 clusters Score -3093350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3093364.000000 Penalty: 4783.811523
	Iteration 27Q: 3 clusters Score -3093364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3093379.000000 Penalty: 4783.811523
	Iteration 28Q: 3 clusters Score -3093379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3093383.000000 Penalty: 4783.811523
	Iteration 29Q: 3 clusters Score -3093383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3093390.500000 Penalty: 4783.811523
	Iteration 30Q: 3 clusters Score -3093390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3093398.000000 Penalty: 4783.811523
	Iteration 31Q: 3 clusters Score -3093398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3093403.750000 Penalty: 4783.811523
	Iteration 32Q: 3 clusters Score -3093404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3093407.750000 Penalty: 4783.811523
	Iteration 33Q: 3 clusters Score -3093408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3093407.000000 Penalty: 4783.811523
	Iteration 34Q: 3 clusters Score -3093407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3093404.500000 Penalty: 4783.811523
	Iteration 35Q: 3 clusters Score -3093404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3093407.750000 Penalty: 4783.811523
	Iteration 36Q: 3 clusters Score -3093408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3093410.500000 Penalty: 4783.811523
	Iteration 37Q: 3 clusters Score -3093410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3093413.000000 Penalty: 4783.811523
	Iteration 38Q: 3 clusters Score -3093413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3093413.000000 Penalty: 4783.811523
	Iteration 39F: 3 clusters Score -3093413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -26207.513672 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -26207.51 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 198 members 
Entering Unmasked Estep 
Score: -25118.955078 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -25118.96 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25439.134766 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -25439.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25638.810547 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -25638.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25716.333984 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -25716.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25746.207031 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -25746.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25776.562500 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -25776.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25791.097656 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -25791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25795.453125 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -25795.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25796.386719 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -25796.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25796.386719 Penalty: 2934.436279
	Iteration 9F: 3 clusters Score -25796.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -83679.796875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -83679.8 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 259 members 
Entering Unmasked Estep 
Score: -82180.078125 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -82180.08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82348.328125 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -82348.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82406.109375 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -82406.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82432.023438 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -82432.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82449.312500 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -82449.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82454.406250 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -82454.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82454.406250 Penalty: 3075.452393
	Iteration 6F: 3 clusters Score -82454.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -200112.093750 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -200112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -198176.875000 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -198176.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -198488.156250 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -198488.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -198576.625000 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -198576.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -198625.359375 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -198625.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -198656.187500 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -198656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -198674.390625 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -198674.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -198707.312500 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -198707.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -198724.593750 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -198724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -198733.562500 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -198733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -198742.359375 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -198742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -198752.671875 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -198752.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -198758.640625 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -198758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -198766.437500 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -198766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -198772.421875 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -198772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -198778.046875 Penalty: 3426.742432
	Iteration 14Q: 3 clusters Score -198778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -198783.250000 Penalty: 3426.742432
	Iteration 15Q: 3 clusters Score -198783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -198787.843750 Penalty: 3426.742432
	Iteration 16Q: 3 clusters Score -198787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -198795.609375 Penalty: 3426.742432
	Iteration 17Q: 3 clusters Score -198795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -198800.687500 Penalty: 3426.742432
	Iteration 18Q: 3 clusters Score -198800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -198802.593750 Penalty: 3426.742432
	Iteration 19Q: 3 clusters Score -198802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -198804.468750 Penalty: 3426.742432
	Iteration 20F: 3 clusters Score -198804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -198805.718750 Penalty: 3426.742432
	Iteration 21Q: 3 clusters Score -198805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -198806.187500 Penalty: 3426.742432
	Iteration 22Q: 3 clusters Score -198806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -198807.515625 Penalty: 3426.742432
	Iteration 23Q: 3 clusters Score -198807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -198809.234375 Penalty: 3426.742432
	Iteration 24Q: 3 clusters Score -198809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -198810.046875 Penalty: 3426.742432
	Iteration 25Q: 3 clusters Score -198810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -198812.718750 Penalty: 3426.742432
	Iteration 26Q: 3 clusters Score -198812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -198812.718750 Penalty: 3426.742432
	Iteration 27F: 3 clusters Score -198812.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -167363.000000 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -167363 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: -165519.000000 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -165519 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -165883.281250 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -165883.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -166020.156250 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -166020.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -166117.515625 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -166117.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166223.281250 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -166223.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -166341.859375 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -166341.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -166430.281250 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -166430.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -166483.187500 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -166483.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -166533.218750 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -166533.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -166569.281250 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -166569.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -166604.203125 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -166604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -166631.187500 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -166631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -166640.656250 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -166640.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -166649.000000 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -166649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -166660.093750 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -166660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -166669.359375 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -166669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -166676.187500 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -166676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -166684.812500 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -166684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -166691.468750 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -166691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -166694.765625 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -166694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -166695.281250 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -166695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1350355.000000 Penalty: 2187.899414
	Iteration 0F: 2 clusters Score -1350355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1344717.000000 Penalty: 4375.798828
	Iteration 0F: 3 clusters Score -1344717 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1346146.125000 Penalty: 4375.798828
	Iteration 1F: 3 clusters Score -1346146 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1346384.125000 Penalty: 4375.798828
	Iteration 2F: 3 clusters Score -1346384 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1346540.000000 Penalty: 4375.798828
	Iteration 3F: 3 clusters Score -1346540 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1346652.750000 Penalty: 4375.798828
	Iteration 4Q: 3 clusters Score -1346653 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1346759.750000 Penalty: 4375.798828
	Iteration 5Q: 3 clusters Score -1346760 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1346848.250000 Penalty: 4375.798828
	Iteration 6Q: 3 clusters Score -1346848 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1346924.625000 Penalty: 4375.798828
	Iteration 7Q: 3 clusters Score -1346925 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1346984.875000 Penalty: 4375.798828
	Iteration 8Q: 3 clusters Score -1346985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1347048.125000 Penalty: 4375.798828
	Iteration 9Q: 3 clusters Score -1347048 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1347115.500000 Penalty: 4375.798828
	Iteration 10Q: 3 clusters Score -1347116 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1347169.625000 Penalty: 4375.798828
	Iteration 11Q: 3 clusters Score -1347170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1347220.875000 Penalty: 4375.798828
	Iteration 12Q: 3 clusters Score -1347221 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1347273.750000 Penalty: 4375.798828
	Iteration 13Q: 3 clusters Score -1347274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1347313.375000 Penalty: 4375.798828
	Iteration 14Q: 3 clusters Score -1347313 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1347357.000000 Penalty: 4375.798828
	Iteration 15Q: 3 clusters Score -1347357 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1347399.375000 Penalty: 4375.798828
	Iteration 16Q: 3 clusters Score -1347399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1347432.875000 Penalty: 4375.798828
	Iteration 17Q: 3 clusters Score -1347433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1347461.250000 Penalty: 4375.798828
	Iteration 18Q: 3 clusters Score -1347461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1347480.125000 Penalty: 4375.798828
	Iteration 19Q: 3 clusters Score -1347480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1347496.000000 Penalty: 4375.798828
	Iteration 20F: 3 clusters Score -1347496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1347511.000000 Penalty: 4375.798828
	Iteration 21Q: 3 clusters Score -1347511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1347522.000000 Penalty: 4375.798828
	Iteration 22Q: 3 clusters Score -1347522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1347535.750000 Penalty: 4375.798828
	Iteration 23Q: 3 clusters Score -1347536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1347542.125000 Penalty: 4375.798828
	Iteration 24Q: 3 clusters Score -1347542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1347556.750000 Penalty: 4375.798828
	Iteration 25Q: 3 clusters Score -1347557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1347565.875000 Penalty: 4375.798828
	Iteration 26Q: 3 clusters Score -1347566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1347582.500000 Penalty: 4375.798828
	Iteration 27Q: 3 clusters Score -1347582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1347598.500000 Penalty: 4375.798828
	Iteration 28Q: 3 clusters Score -1347598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1347609.750000 Penalty: 4375.798828
	Iteration 29Q: 3 clusters Score -1347610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1347628.500000 Penalty: 4375.798828
	Iteration 30Q: 3 clusters Score -1347628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1347646.875000 Penalty: 4375.798828
	Iteration 31Q: 3 clusters Score -1347647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1347660.000000 Penalty: 4375.798828
	Iteration 32Q: 3 clusters Score -1347660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1347677.625000 Penalty: 4375.798828
	Iteration 33Q: 3 clusters Score -1347678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1347696.750000 Penalty: 4375.798828
	Iteration 34Q: 3 clusters Score -1347697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1347717.250000 Penalty: 4375.798828
	Iteration 35Q: 3 clusters Score -1347717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1347728.250000 Penalty: 4375.798828
	Iteration 36Q: 3 clusters Score -1347728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1347745.750000 Penalty: 4375.798828
	Iteration 37Q: 3 clusters Score -1347746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1347761.125000 Penalty: 4375.798828
	Iteration 38Q: 3 clusters Score -1347761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1347783.000000 Penalty: 4375.798828
	Iteration 39Q: 3 clusters Score -1347783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1347809.000000 Penalty: 4375.798828
	Iteration 40F: 3 clusters Score -1347809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1347831.500000 Penalty: 4375.798828
	Iteration 41Q: 3 clusters Score -1347832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1347847.625000 Penalty: 4375.798828
	Iteration 42Q: 3 clusters Score -1347848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1347870.000000 Penalty: 4375.798828
	Iteration 43Q: 3 clusters Score -1347870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1347888.875000 Penalty: 4375.798828
	Iteration 44Q: 3 clusters Score -1347889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1347911.500000 Penalty: 4375.798828
	Iteration 45Q: 3 clusters Score -1347912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1347925.500000 Penalty: 4375.798828
	Iteration 46Q: 3 clusters Score -1347926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1347945.750000 Penalty: 4375.798828
	Iteration 47Q: 3 clusters Score -1347946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1347964.375000 Penalty: 4375.798828
	Iteration 48Q: 3 clusters Score -1347964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1347983.000000 Penalty: 4375.798828
	Iteration 49Q: 3 clusters Score -1347983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1347994.875000 Penalty: 4375.798828
	Iteration 50Q: 3 clusters Score -1347995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1348004.625000 Penalty: 4375.798828
	Iteration 51Q: 3 clusters Score -1348005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1348016.750000 Penalty: 4375.798828
	Iteration 52Q: 3 clusters Score -1348017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1348028.000000 Penalty: 4375.798828
	Iteration 53Q: 3 clusters Score -1348028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1348036.000000 Penalty: 4375.798828
	Iteration 54Q: 3 clusters Score -1348036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1348047.625000 Penalty: 4375.798828
	Iteration 55Q: 3 clusters Score -1348048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1348056.125000 Penalty: 4375.798828
	Iteration 56Q: 3 clusters Score -1348056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1348060.750000 Penalty: 4375.798828
	Iteration 57Q: 3 clusters Score -1348061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1348065.875000 Penalty: 4375.798828
	Iteration 58Q: 3 clusters Score -1348066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1348073.000000 Penalty: 4375.798828
	Iteration 59Q: 3 clusters Score -1348073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1348078.875000 Penalty: 4375.798828
	Iteration 60F: 3 clusters Score -1348079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1348087.000000 Penalty: 4375.798828
	Iteration 61Q: 3 clusters Score -1348087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1348097.375000 Penalty: 4375.798828
	Iteration 62Q: 3 clusters Score -1348097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1348107.000000 Penalty: 4375.798828
	Iteration 63Q: 3 clusters Score -1348107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1348122.625000 Penalty: 4375.798828
	Iteration 64Q: 3 clusters Score -1348123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1348141.000000 Penalty: 4375.798828
	Iteration 65Q: 3 clusters Score -1348141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1348147.625000 Penalty: 4375.798828
	Iteration 66Q: 3 clusters Score -1348148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1348156.625000 Penalty: 4375.798828
	Iteration 67Q: 3 clusters Score -1348157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1348168.500000 Penalty: 4375.798828
	Iteration 68Q: 3 clusters Score -1348168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1348181.375000 Penalty: 4375.798828
	Iteration 69Q: 3 clusters Score -1348181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1348191.875000 Penalty: 4375.798828
	Iteration 70Q: 3 clusters Score -1348192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1348201.875000 Penalty: 4375.798828
	Iteration 71Q: 3 clusters Score -1348202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1348216.500000 Penalty: 4375.798828
	Iteration 72Q: 3 clusters Score -1348216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1348230.500000 Penalty: 4375.798828
	Iteration 73Q: 3 clusters Score -1348230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1348241.875000 Penalty: 4375.798828
	Iteration 74Q: 3 clusters Score -1348242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1348256.125000 Penalty: 4375.798828
	Iteration 75Q: 3 clusters Score -1348256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1348270.250000 Penalty: 4375.798828
	Iteration 76Q: 3 clusters Score -1348270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1348280.500000 Penalty: 4375.798828
	Iteration 77Q: 3 clusters Score -1348280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1348290.750000 Penalty: 4375.798828
	Iteration 78Q: 3 clusters Score -1348291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1348303.500000 Penalty: 4375.798828
	Iteration 79Q: 3 clusters Score -1348304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1348315.750000 Penalty: 4375.798828
	Iteration 80F: 3 clusters Score -1348316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1348323.125000 Penalty: 4375.798828
	Iteration 81Q: 3 clusters Score -1348323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1348331.750000 Penalty: 4375.798828
	Iteration 82Q: 3 clusters Score -1348332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1348341.625000 Penalty: 4375.798828
	Iteration 83Q: 3 clusters Score -1348342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1348346.750000 Penalty: 4375.798828
	Iteration 84Q: 3 clusters Score -1348347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1348354.625000 Penalty: 4375.798828
	Iteration 85Q: 3 clusters Score -1348355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1348359.500000 Penalty: 4375.798828
	Iteration 86Q: 3 clusters Score -1348360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1348364.125000 Penalty: 4375.798828
	Iteration 87Q: 3 clusters Score -1348364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1348373.250000 Penalty: 4375.798828
	Iteration 88Q: 3 clusters Score -1348373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1348382.375000 Penalty: 4375.798828
	Iteration 89Q: 3 clusters Score -1348382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1348393.125000 Penalty: 4375.798828
	Iteration 90Q: 3 clusters Score -1348393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1348398.375000 Penalty: 4375.798828
	Iteration 91Q: 3 clusters Score -1348398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1348402.625000 Penalty: 4375.798828
	Iteration 92Q: 3 clusters Score -1348403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1348408.500000 Penalty: 4375.798828
	Iteration 93Q: 3 clusters Score -1348408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1348409.750000 Penalty: 4375.798828
	Iteration 94Q: 3 clusters Score -1348410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1348410.625000 Penalty: 4375.798828
	Iteration 95Q: 3 clusters Score -1348411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1348416.625000 Penalty: 4375.798828
	Iteration 96Q: 3 clusters Score -1348417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1348417.875000 Penalty: 4375.798828
	Iteration 97Q: 3 clusters Score -1348418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1348418.625000 Penalty: 4375.798828
	Iteration 98Q: 3 clusters Score -1348419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1348418.625000 Penalty: 4375.798828
	Iteration 99F: 3 clusters Score -1348419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Entering Unmasked Estep 
Score: -5359562.000000 Penalty: 2541.063965
	Iteration 0F: 2 clusters Score -5359562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5340369.000000 Penalty: 5082.127930
	Iteration 0F: 3 clusters Score -5340369 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5347215.500000 Penalty: 5082.127930
	Iteration 1F: 3 clusters Score -5347216 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -5347597.000000 Penalty: 5082.127930
	Iteration 2Q: 3 clusters Score -5347597 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5347895.000000 Penalty: 5082.127930
	Iteration 3Q: 3 clusters Score -5347895 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -5348184.000000 Penalty: 5082.127930
	Iteration 4Q: 3 clusters Score -5348184 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -5348433.500000 Penalty: 5082.127930
	Iteration 5Q: 3 clusters Score -5348434 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -5348734.500000 Penalty: 5082.127930
	Iteration 6Q: 3 clusters Score -5348734 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -5349021.500000 Penalty: 5082.127930
	Iteration 7Q: 3 clusters Score -5349022 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -5349379.500000 Penalty: 5082.127930
	Iteration 8Q: 3 clusters Score -5349380 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -5349878.500000 Penalty: 5082.127930
	Iteration 9Q: 3 clusters Score -5349878 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -5350506.500000 Penalty: 5082.127930
	Iteration 10Q: 3 clusters Score -5350506 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5351332.000000 Penalty: 5082.127930
	Iteration 11Q: 3 clusters Score -5351332 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5352443.500000 Penalty: 5082.127930
	Iteration 12F: 3 clusters Score -5352444 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5353647.500000 Penalty: 5082.127930
	Iteration 13F: 3 clusters Score -5353648 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -5354632.500000 Penalty: 5082.127930
	Iteration 14Q: 3 clusters Score -5354632 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -5355385.000000 Penalty: 5082.127930
	Iteration 15Q: 3 clusters Score -5355385 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5355950.000000 Penalty: 5082.127930
	Iteration 16Q: 3 clusters Score -5355950 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -5356364.500000 Penalty: 5082.127930
	Iteration 17Q: 3 clusters Score -5356364 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -5356684.000000 Penalty: 5082.127930
	Iteration 18Q: 3 clusters Score -5356684 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5356869.500000 Penalty: 5082.127930
	Iteration 19Q: 3 clusters Score -5356870 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -5356994.500000 Penalty: 5082.127930
	Iteration 20F: 3 clusters Score -5356994 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5357073.000000 Penalty: 5082.127930
	Iteration 21Q: 3 clusters Score -5357073 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -5357153.500000 Penalty: 5082.127930
	Iteration 22Q: 3 clusters Score -5357154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -5357204.500000 Penalty: 5082.127930
	Iteration 23Q: 3 clusters Score -5357204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -5357247.000000 Penalty: 5082.127930
	Iteration 24Q: 3 clusters Score -5357247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5357277.500000 Penalty: 5082.127930
	Iteration 25Q: 3 clusters Score -5357278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5357297.000000 Penalty: 5082.127930
	Iteration 26Q: 3 clusters Score -5357297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -5357310.500000 Penalty: 5082.127930
	Iteration 27Q: 3 clusters Score -5357310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -5357332.500000 Penalty: 5082.127930
	Iteration 28Q: 3 clusters Score -5357332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5357341.000000 Penalty: 5082.127930
	Iteration 29Q: 3 clusters Score -5357341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -5357349.500000 Penalty: 5082.127930
	Iteration 30Q: 3 clusters Score -5357350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -5357357.000000 Penalty: 5082.127930
	Iteration 31Q: 3 clusters Score -5357357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -5357367.500000 Penalty: 5082.127930
	Iteration 32Q: 3 clusters Score -5357368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5357371.500000 Penalty: 5082.127930
	Iteration 33Q: 3 clusters Score -5357372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -5357374.000000 Penalty: 5082.127930
	Iteration 34Q: 3 clusters Score -5357374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -5357374.500000 Penalty: 5082.127930
	Iteration 35Q: 3 clusters Score -5357374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -5357378.500000 Penalty: 5082.127930
	Iteration 36Q: 3 clusters Score -5357378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -5357378.500000 Penalty: 5082.127930
	Iteration 37F: 3 clusters Score -5357378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -107938.906250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -107938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106310.601562 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -106310.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106497.843750 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -106497.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106545.414062 Penalty: 3193.917725
	Iteration 2Q: 3 clusters Score -106545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106559.890625 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -106559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106572.343750 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -106572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106577.914062 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -106577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106586.593750 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -106586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -106590.867188 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -106590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106601.335938 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -106601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106604.546875 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -106604.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106609.984375 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -106610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106611.703125 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -106611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106613.781250 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -106613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106617.851562 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -106617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106617.851562 Penalty: 3193.917725
	Iteration 14F: 3 clusters Score -106617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -43581.093750 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -43581.09 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 136 members 
Entering Unmasked Estep 
Score: -42491.058594 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -42491.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42610.710938 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -42610.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42672.714844 Penalty: 2758.098145
	Iteration 2F: 3 clusters Score -42672.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42690.421875 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -42690.42 nChanged 3
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: -42716.437500 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -42716.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42720.113281 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -42720.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -42720.113281 Penalty: 2758.098145
	Iteration 6F: 3 clusters Score -42720.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Entering Unmasked Estep 
Score: -2569434.000000 Penalty: 2336.570068
	Iteration 0F: 2 clusters Score -2569434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2560232.250000 Penalty: 4673.140137
	Iteration 0F: 3 clusters Score -2560232 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2562934.500000 Penalty: 4673.140137
	Iteration 1F: 3 clusters Score -2562934 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2563217.250000 Penalty: 4673.140137
	Iteration 2F: 3 clusters Score -2563217 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2563431.000000 Penalty: 4673.140137
	Iteration 3Q: 3 clusters Score -2563431 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2563592.250000 Penalty: 4673.140137
	Iteration 4Q: 3 clusters Score -2563592 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2563719.000000 Penalty: 4673.140137
	Iteration 5Q: 3 clusters Score -2563719 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2563843.000000 Penalty: 4673.140137
	Iteration 6Q: 3 clusters Score -2563843 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2563977.500000 Penalty: 4673.140137
	Iteration 7Q: 3 clusters Score -2563978 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2564123.750000 Penalty: 4673.140137
	Iteration 8Q: 3 clusters Score -2564124 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2564324.000000 Penalty: 4673.140137
	Iteration 9Q: 3 clusters Score -2564324 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2564587.750000 Penalty: 4673.140137
	Iteration 10Q: 3 clusters Score -2564588 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2564881.500000 Penalty: 4673.140137
	Iteration 11Q: 3 clusters Score -2564882 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2565227.250000 Penalty: 4673.140137
	Iteration 12Q: 3 clusters Score -2565227 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2565630.500000 Penalty: 4673.140137
	Iteration 13Q: 3 clusters Score -2565630 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2566050.250000 Penalty: 4673.140137
	Iteration 14Q: 3 clusters Score -2566050 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2566460.500000 Penalty: 4673.140137
	Iteration 15Q: 3 clusters Score -2566460 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2566784.000000 Penalty: 4673.140137
	Iteration 16Q: 3 clusters Score -2566784 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2566977.250000 Penalty: 4673.140137
	Iteration 17Q: 3 clusters Score -2566977 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2567108.000000 Penalty: 4673.140137
	Iteration 18Q: 3 clusters Score -2567108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2567194.750000 Penalty: 4673.140137
	Iteration 19Q: 3 clusters Score -2567195 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2567260.250000 Penalty: 4673.140137
	Iteration 20F: 3 clusters Score -2567260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2567288.500000 Penalty: 4673.140137
	Iteration 21Q: 3 clusters Score -2567288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2567298.750000 Penalty: 4673.140137
	Iteration 22Q: 3 clusters Score -2567299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2567315.750000 Penalty: 4673.140137
	Iteration 23Q: 3 clusters Score -2567316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2567331.000000 Penalty: 4673.140137
	Iteration 24Q: 3 clusters Score -2567331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2567348.250000 Penalty: 4673.140137
	Iteration 25Q: 3 clusters Score -2567348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2567356.250000 Penalty: 4673.140137
	Iteration 26Q: 3 clusters Score -2567356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2567363.500000 Penalty: 4673.140137
	Iteration 27Q: 3 clusters Score -2567364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2567366.000000 Penalty: 4673.140137
	Iteration 28Q: 3 clusters Score -2567366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2567369.750000 Penalty: 4673.140137
	Iteration 29Q: 3 clusters Score -2567370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2567375.500000 Penalty: 4673.140137
	Iteration 30Q: 3 clusters Score -2567376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2567377.250000 Penalty: 4673.140137
	Iteration 31Q: 3 clusters Score -2567377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2567380.000000 Penalty: 4673.140137
	Iteration 32Q: 3 clusters Score -2567380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2567378.750000 Penalty: 4673.140137
	Iteration 33Q: 3 clusters Score -2567379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2567384.500000 Penalty: 4673.140137
	Iteration 34Q: 3 clusters Score -2567384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2567387.500000 Penalty: 4673.140137
	Iteration 35Q: 3 clusters Score -2567388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2567390.250000 Penalty: 4673.140137
	Iteration 36Q: 3 clusters Score -2567390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2567398.000000 Penalty: 4673.140137
	Iteration 37Q: 3 clusters Score -2567398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2567402.000000 Penalty: 4673.140137
	Iteration 38Q: 3 clusters Score -2567402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2567407.000000 Penalty: 4673.140137
	Iteration 39Q: 3 clusters Score -2567407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2567411.750000 Penalty: 4673.140137
	Iteration 40F: 3 clusters Score -2567412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2567414.000000 Penalty: 4673.140137
	Iteration 41Q: 3 clusters Score -2567414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2567420.250000 Penalty: 4673.140137
	Iteration 42Q: 3 clusters Score -2567420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2567420.250000 Penalty: 4673.140137
	Iteration 43F: 3 clusters Score -2567420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Entering Unmasked Estep 
Score: -3528760.750000 Penalty: 2412.100830
	Iteration 0F: 2 clusters Score -3528761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3517575.000000 Penalty: 4824.201660
	Iteration 0F: 3 clusters Score -3517575 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3521380.250000 Penalty: 4824.201660
	Iteration 1F: 3 clusters Score -3521380 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3521747.000000 Penalty: 4824.201660
	Iteration 2F: 3 clusters Score -3521747 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3522008.750000 Penalty: 4824.201660
	Iteration 3Q: 3 clusters Score -3522009 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3522221.000000 Penalty: 4824.201660
	Iteration 4Q: 3 clusters Score -3522221 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3522432.750000 Penalty: 4824.201660
	Iteration 5Q: 3 clusters Score -3522433 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3522611.250000 Penalty: 4824.201660
	Iteration 6Q: 3 clusters Score -3522611 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3522804.750000 Penalty: 4824.201660
	Iteration 7Q: 3 clusters Score -3522805 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3523082.000000 Penalty: 4824.201660
	Iteration 8Q: 3 clusters Score -3523082 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3523430.000000 Penalty: 4824.201660
	Iteration 9Q: 3 clusters Score -3523430 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3523879.000000 Penalty: 4824.201660
	Iteration 10Q: 3 clusters Score -3523879 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3524442.000000 Penalty: 4824.201660
	Iteration 11F: 3 clusters Score -3524442 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3525012.000000 Penalty: 4824.201660
	Iteration 12F: 3 clusters Score -3525012 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3525527.000000 Penalty: 4824.201660
	Iteration 13Q: 3 clusters Score -3525527 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3525875.750000 Penalty: 4824.201660
	Iteration 14Q: 3 clusters Score -3525876 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3526115.250000 Penalty: 4824.201660
	Iteration 15Q: 3 clusters Score -3526115 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3526290.000000 Penalty: 4824.201660
	Iteration 16Q: 3 clusters Score -3526290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3526417.000000 Penalty: 4824.201660
	Iteration 17Q: 3 clusters Score -3526417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3526470.500000 Penalty: 4824.201660
	Iteration 18Q: 3 clusters Score -3526470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3526540.750000 Penalty: 4824.201660
	Iteration 19Q: 3 clusters Score -3526541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3526571.750000 Penalty: 4824.201660
	Iteration 20F: 3 clusters Score -3526572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3526600.250000 Penalty: 4824.201660
	Iteration 21Q: 3 clusters Score -3526600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3526617.500000 Penalty: 4824.201660
	Iteration 22Q: 3 clusters Score -3526618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3526634.750000 Penalty: 4824.201660
	Iteration 23Q: 3 clusters Score -3526635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3526649.000000 Penalty: 4824.201660
	Iteration 24Q: 3 clusters Score -3526649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3526660.000000 Penalty: 4824.201660
	Iteration 25Q: 3 clusters Score -3526660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3526664.000000 Penalty: 4824.201660
	Iteration 26Q: 3 clusters Score -3526664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3526676.500000 Penalty: 4824.201660
	Iteration 27Q: 3 clusters Score -3526676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3526686.250000 Penalty: 4824.201660
	Iteration 28Q: 3 clusters Score -3526686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3526688.750000 Penalty: 4824.201660
	Iteration 29Q: 3 clusters Score -3526689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3526689.000000 Penalty: 4824.201660
	Iteration 30Q: 3 clusters Score -3526689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3526690.750000 Penalty: 4824.201660
	Iteration 31Q: 3 clusters Score -3526691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3526690.750000 Penalty: 4824.201660
	Iteration 32F: 3 clusters Score -3526691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -923132.500000 Penalty: 2103.325684
	Iteration 0F: 2 clusters Score -923132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -918764.812500 Penalty: 4206.651367
	Iteration 0F: 3 clusters Score -918764.8 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -919962.312500 Penalty: 4206.651367
	Iteration 1F: 3 clusters Score -919962.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -920435.500000 Penalty: 4206.651367
	Iteration 2F: 3 clusters Score -920435.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -920875.812500 Penalty: 4206.651367
	Iteration 3F: 3 clusters Score -920875.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -921226.437500 Penalty: 4206.651367
	Iteration 4F: 3 clusters Score -921226.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -921476.687500 Penalty: 4206.651367
	Iteration 5F: 3 clusters Score -921476.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -921669.625000 Penalty: 4206.651367
	Iteration 6F: 3 clusters Score -921669.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -921784.312500 Penalty: 4206.651367
	Iteration 7Q: 3 clusters Score -921784.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -921889.687500 Penalty: 4206.651367
	Iteration 8Q: 3 clusters Score -921889.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -921973.500000 Penalty: 4206.651367
	Iteration 9Q: 3 clusters Score -921973.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -922060.062500 Penalty: 4206.651367
	Iteration 10Q: 3 clusters Score -922060.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -922123.687500 Penalty: 4206.651367
	Iteration 11Q: 3 clusters Score -922123.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -922167.937500 Penalty: 4206.651367
	Iteration 12Q: 3 clusters Score -922167.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -922223.687500 Penalty: 4206.651367
	Iteration 13Q: 3 clusters Score -922223.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -922255.187500 Penalty: 4206.651367
	Iteration 14Q: 3 clusters Score -922255.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -922269.562500 Penalty: 4206.651367
	Iteration 15Q: 3 clusters Score -922269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -922275.375000 Penalty: 4206.651367
	Iteration 16Q: 3 clusters Score -922275.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -922284.125000 Penalty: 4206.651367
	Iteration 17Q: 3 clusters Score -922284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -922287.375000 Penalty: 4206.651367
	Iteration 18Q: 3 clusters Score -922287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -922290.812500 Penalty: 4206.651367
	Iteration 19Q: 3 clusters Score -922290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -922290.687500 Penalty: 4206.651367
	Iteration 20F: 3 clusters Score -922290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -922292.625000 Penalty: 4206.651367
	Iteration 21Q: 3 clusters Score -922292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -922292.187500 Penalty: 4206.651367
	Iteration 22Q: 3 clusters Score -922292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -922292.187500 Penalty: 4206.651367
	Iteration 23F: 3 clusters Score -922292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (34083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Entering Unmasked Estep 
Score: -6617618.500000 Penalty: 2588.265381
	Iteration 0F: 2 clusters Score -6617618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -6595789.000000 Penalty: 5176.530762
	Iteration 0F: 3 clusters Score -6595789 nChanged 15508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -6604234.000000 Penalty: 5176.530762
	Iteration 1F: 3 clusters Score -6604234 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -6604629.000000 Penalty: 5176.530762
	Iteration 2Q: 3 clusters Score -6604629 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -6605019.000000 Penalty: 5176.530762
	Iteration 3Q: 3 clusters Score -6605019 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -6605333.000000 Penalty: 5176.530762
	Iteration 4Q: 3 clusters Score -6605333 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -6605608.500000 Penalty: 5176.530762
	Iteration 5Q: 3 clusters Score -6605608 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -6605899.500000 Penalty: 5176.530762
	Iteration 6Q: 3 clusters Score -6605900 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -6606224.000000 Penalty: 5176.530762
	Iteration 7Q: 3 clusters Score -6606224 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -6606701.500000 Penalty: 5176.530762
	Iteration 8Q: 3 clusters Score -6606702 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -6607396.000000 Penalty: 5176.530762
	Iteration 9Q: 3 clusters Score -6607396 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -6608402.000000 Penalty: 5176.530762
	Iteration 10F: 3 clusters Score -6608402 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -6609734.500000 Penalty: 5176.530762
	Iteration 11F: 3 clusters Score -6609734 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -6611077.500000 Penalty: 5176.530762
	Iteration 12F: 3 clusters Score -6611078 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -6612425.500000 Penalty: 5176.530762
	Iteration 13F: 3 clusters Score -6612426 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6613481.000000 Penalty: 5176.530762
	Iteration 14Q: 3 clusters Score -6613481 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6614228.500000 Penalty: 5176.530762
	Iteration 15Q: 3 clusters Score -6614228 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6614681.500000 Penalty: 5176.530762
	Iteration 16Q: 3 clusters Score -6614682 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6614914.000000 Penalty: 5176.530762
	Iteration 17Q: 3 clusters Score -6614914 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6615046.000000 Penalty: 5176.530762
	Iteration 18Q: 3 clusters Score -6615046 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6615148.000000 Penalty: 5176.530762
	Iteration 19Q: 3 clusters Score -6615148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6615239.000000 Penalty: 5176.530762
	Iteration 20F: 3 clusters Score -6615239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6615291.000000 Penalty: 5176.530762
	Iteration 21Q: 3 clusters Score -6615291 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6615358.500000 Penalty: 5176.530762
	Iteration 22Q: 3 clusters Score -6615358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6615380.500000 Penalty: 5176.530762
	Iteration 23Q: 3 clusters Score -6615380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6615428.000000 Penalty: 5176.530762
	Iteration 24Q: 3 clusters Score -6615428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6615445.000000 Penalty: 5176.530762
	Iteration 25Q: 3 clusters Score -6615445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6615451.500000 Penalty: 5176.530762
	Iteration 26Q: 3 clusters Score -6615452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6615464.000000 Penalty: 5176.530762
	Iteration 27Q: 3 clusters Score -6615464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6615473.000000 Penalty: 5176.530762
	Iteration 28Q: 3 clusters Score -6615473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6615472.000000 Penalty: 5176.530762
	Iteration 29Q: 3 clusters Score -6615472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6615472.000000 Penalty: 5176.530762
	Iteration 30Q: 3 clusters Score -6615472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6615477.000000 Penalty: 5176.530762
	Iteration 31Q: 3 clusters Score -6615477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6615477.000000 Penalty: 5176.530762
	Iteration 32Q: 3 clusters Score -6615477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6615482.500000 Penalty: 5176.530762
	Iteration 33Q: 3 clusters Score -6615482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6615481.000000 Penalty: 5176.530762
	Iteration 34Q: 3 clusters Score -6615481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6615482.000000 Penalty: 5176.530762
	Iteration 35Q: 3 clusters Score -6615482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6615483.500000 Penalty: 5176.530762
	Iteration 36Q: 3 clusters Score -6615484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6615480.000000 Penalty: 5176.530762
	Iteration 37Q: 3 clusters Score -6615480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6615485.000000 Penalty: 5176.530762
	Iteration 38Q: 3 clusters Score -6615485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6615488.000000 Penalty: 5176.530762
	Iteration 39Q: 3 clusters Score -6615488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6615487.000000 Penalty: 5176.530762
	Iteration 40F: 3 clusters Score -6615487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6615489.500000 Penalty: 5176.530762
	Iteration 41Q: 3 clusters Score -6615490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6615485.500000 Penalty: 5176.530762
	Iteration 42Q: 3 clusters Score -6615486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6615488.000000 Penalty: 5176.530762
	Iteration 43Q: 3 clusters Score -6615488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6615495.000000 Penalty: 5176.530762
	Iteration 44Q: 3 clusters Score -6615495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6615502.500000 Penalty: 5176.530762
	Iteration 45Q: 3 clusters Score -6615502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6615500.500000 Penalty: 5176.530762
	Iteration 46Q: 3 clusters Score -6615500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6615504.500000 Penalty: 5176.530762
	Iteration 47Q: 3 clusters Score -6615504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6615505.000000 Penalty: 5176.530762
	Iteration 48Q: 3 clusters Score -6615505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6615505.000000 Penalty: 5176.530762
	Iteration 49Q: 3 clusters Score -6615505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6615512.500000 Penalty: 5176.530762
	Iteration 50Q: 3 clusters Score -6615512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6615518.000000 Penalty: 5176.530762
	Iteration 51Q: 3 clusters Score -6615518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6615516.500000 Penalty: 5176.530762
	Iteration 52Q: 3 clusters Score -6615516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6615516.000000 Penalty: 5176.530762
	Iteration 53Q: 3 clusters Score -6615516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6615520.500000 Penalty: 5176.530762
	Iteration 54Q: 3 clusters Score -6615520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6615515.500000 Penalty: 5176.530762
	Iteration 55Q: 3 clusters Score -6615516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6615515.500000 Penalty: 5176.530762
	Iteration 56F: 3 clusters Score -6615516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Entering Unmasked Estep 
Score: -6520212.500000 Penalty: 2583.675293
	Iteration 0F: 2 clusters Score -6520212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -6499319.000000 Penalty: 5167.350586
	Iteration 0F: 3 clusters Score -6499319 nChanged 15181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -6507311.500000 Penalty: 5167.350586
	Iteration 1F: 3 clusters Score -6507312 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6507774.500000 Penalty: 5167.350586
	Iteration 2Q: 3 clusters Score -6507774 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6508280.500000 Penalty: 5167.350586
	Iteration 3Q: 3 clusters Score -6508280 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -6508877.000000 Penalty: 5167.350586
	Iteration 4Q: 3 clusters Score -6508877 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -6509667.500000 Penalty: 5167.350586
	Iteration 5Q: 3 clusters Score -6509668 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -6510816.000000 Penalty: 5167.350586
	Iteration 6F: 3 clusters Score -6510816 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -6512246.000000 Penalty: 5167.350586
	Iteration 7F: 3 clusters Score -6512246 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6513807.000000 Penalty: 5167.350586
	Iteration 8F: 3 clusters Score -6513807 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -6515239.000000 Penalty: 5167.350586
	Iteration 9F: 3 clusters Score -6515239 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -6516135.500000 Penalty: 5167.350586
	Iteration 10Q: 3 clusters Score -6516136 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6516745.000000 Penalty: 5167.350586
	Iteration 11Q: 3 clusters Score -6516745 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6517165.500000 Penalty: 5167.350586
	Iteration 12Q: 3 clusters Score -6517166 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6517427.000000 Penalty: 5167.350586
	Iteration 13Q: 3 clusters Score -6517427 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6517622.000000 Penalty: 5167.350586
	Iteration 14Q: 3 clusters Score -6517622 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6517756.000000 Penalty: 5167.350586
	Iteration 15Q: 3 clusters Score -6517756 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6517852.500000 Penalty: 5167.350586
	Iteration 16Q: 3 clusters Score -6517852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6517911.000000 Penalty: 5167.350586
	Iteration 17Q: 3 clusters Score -6517911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6517959.500000 Penalty: 5167.350586
	Iteration 18Q: 3 clusters Score -6517960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6517987.500000 Penalty: 5167.350586
	Iteration 19Q: 3 clusters Score -6517988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6517983.500000 Penalty: 5167.350586
	Iteration 20F: 3 clusters Score -6517984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6518006.000000 Penalty: 5167.350586
	Iteration 21Q: 3 clusters Score -6518006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6518026.500000 Penalty: 5167.350586
	Iteration 22Q: 3 clusters Score -6518026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6518029.000000 Penalty: 5167.350586
	Iteration 23Q: 3 clusters Score -6518029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6518022.500000 Penalty: 5167.350586
	Iteration 24Q: 3 clusters Score -6518022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6518020.500000 Penalty: 5167.350586
	Iteration 25Q: 3 clusters Score -6518020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6518026.000000 Penalty: 5167.350586
	Iteration 26Q: 3 clusters Score -6518026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6518022.000000 Penalty: 5167.350586
	Iteration 27Q: 3 clusters Score -6518022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6518030.500000 Penalty: 5167.350586
	Iteration 28Q: 3 clusters Score -6518030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6518032.000000 Penalty: 5167.350586
	Iteration 29Q: 3 clusters Score -6518032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6518041.000000 Penalty: 5167.350586
	Iteration 30Q: 3 clusters Score -6518041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6518042.000000 Penalty: 5167.350586
	Iteration 31Q: 3 clusters Score -6518042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6518043.000000 Penalty: 5167.350586
	Iteration 32Q: 3 clusters Score -6518043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6518037.500000 Penalty: 5167.350586
	Iteration 33Q: 3 clusters Score -6518038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6518042.500000 Penalty: 5167.350586
	Iteration 34Q: 3 clusters Score -6518042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6518042.500000 Penalty: 5167.350586
	Iteration 35F: 3 clusters Score -6518042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (39370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Entering Unmasked Estep 
Score: -7653658.000000 Penalty: 2624.028320
	Iteration 0F: 2 clusters Score -7653658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -7631148.000000 Penalty: 5248.056641
	Iteration 0F: 3 clusters Score -7631148 nChanged 18047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -7641038.000000 Penalty: 5248.056641
	Iteration 1F: 3 clusters Score -7641038 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -7641757.000000 Penalty: 5248.056641
	Iteration 2Q: 3 clusters Score -7641757 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -7642429.500000 Penalty: 5248.056641
	Iteration 3Q: 3 clusters Score -7642430 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -7643296.000000 Penalty: 5248.056641
	Iteration 4F: 3 clusters Score -7643296 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -7644356.000000 Penalty: 5248.056641
	Iteration 5F: 3 clusters Score -7644356 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -7645862.000000 Penalty: 5248.056641
	Iteration 6F: 3 clusters Score -7645862 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -7647317.000000 Penalty: 5248.056641
	Iteration 7F: 3 clusters Score -7647317 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -7648690.000000 Penalty: 5248.056641
	Iteration 8F: 3 clusters Score -7648690 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7649638.000000 Penalty: 5248.056641
	Iteration 9Q: 3 clusters Score -7649638 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -7650368.500000 Penalty: 5248.056641
	Iteration 10Q: 3 clusters Score -7650368 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7650789.000000 Penalty: 5248.056641
	Iteration 11Q: 3 clusters Score -7650789 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7651025.500000 Penalty: 5248.056641
	Iteration 12Q: 3 clusters Score -7651026 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7651154.000000 Penalty: 5248.056641
	Iteration 13Q: 3 clusters Score -7651154 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7651257.000000 Penalty: 5248.056641
	Iteration 14Q: 3 clusters Score -7651257 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7651321.500000 Penalty: 5248.056641
	Iteration 15Q: 3 clusters Score -7651322 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7651384.500000 Penalty: 5248.056641
	Iteration 16Q: 3 clusters Score -7651384 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7651412.000000 Penalty: 5248.056641
	Iteration 17Q: 3 clusters Score -7651412 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7651424.500000 Penalty: 5248.056641
	Iteration 18Q: 3 clusters Score -7651424 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7651488.500000 Penalty: 5248.056641
	Iteration 19Q: 3 clusters Score -7651488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7651506.000000 Penalty: 5248.056641
	Iteration 20F: 3 clusters Score -7651506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7651534.000000 Penalty: 5248.056641
	Iteration 21Q: 3 clusters Score -7651534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7651532.500000 Penalty: 5248.056641
	Iteration 22Q: 3 clusters Score -7651532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7651531.000000 Penalty: 5248.056641
	Iteration 23Q: 3 clusters Score -7651531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7651523.500000 Penalty: 5248.056641
	Iteration 24Q: 3 clusters Score -7651524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7651525.500000 Penalty: 5248.056641
	Iteration 25Q: 3 clusters Score -7651526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7651538.500000 Penalty: 5248.056641
	Iteration 26Q: 3 clusters Score -7651538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7651529.000000 Penalty: 5248.056641
	Iteration 27Q: 3 clusters Score -7651529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7651541.500000 Penalty: 5248.056641
	Iteration 28Q: 3 clusters Score -7651542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7651539.500000 Penalty: 5248.056641
	Iteration 29Q: 3 clusters Score -7651540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7651551.000000 Penalty: 5248.056641
	Iteration 30Q: 3 clusters Score -7651551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7651546.000000 Penalty: 5248.056641
	Iteration 31Q: 3 clusters Score -7651546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7651542.500000 Penalty: 5248.056641
	Iteration 32Q: 3 clusters Score -7651542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7651546.500000 Penalty: 5248.056641
	Iteration 33Q: 3 clusters Score -7651546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7651553.500000 Penalty: 5248.056641
	Iteration 34Q: 3 clusters Score -7651554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7651547.500000 Penalty: 5248.056641
	Iteration 35Q: 3 clusters Score -7651548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7651547.500000 Penalty: 5248.056641
	Iteration 36F: 3 clusters Score -7651548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -34497.167969 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -34497.17 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 140 members 
Entering Unmasked Estep 
Score: -33388.832031 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -33388.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33548.722656 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -33548.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33591.242188 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -33591.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33636.300781 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -33636.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33727.335938 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -33727.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33802.398438 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -33802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -33844.921875 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -33844.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -33868.832031 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -33868.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -33878.714844 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -33878.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -33885.921875 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -33885.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -33922.960938 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -33922.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -33929.148438 Penalty: 2774.976807
	Iteration 11Q: 3 clusters Score -33929.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -33931.410156 Penalty: 2774.976807
	Iteration 12F: 3 clusters Score -33931.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -33957.011719 Penalty: 2774.976807
	Iteration 13Q: 3 clusters Score -33957.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -33996.417969 Penalty: 2774.976807
	Iteration 14Q: 3 clusters Score -33996.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -34005.984375 Penalty: 2774.976807
	Iteration 15Q: 3 clusters Score -34005.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -34032.320312 Penalty: 2774.976807
	Iteration 16Q: 3 clusters Score -34032.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -34047.132812 Penalty: 2774.976807
	Iteration 17Q: 3 clusters Score -34047.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -34055.402344 Penalty: 2774.976807
	Iteration 18Q: 3 clusters Score -34055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -34065.960938 Penalty: 2774.976807
	Iteration 19Q: 3 clusters Score -34065.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -34065.960938 Penalty: 2774.976807
	Iteration 20F: 3 clusters Score -34065.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -44343.195312 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -44343.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43050.933594 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -43050.93 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43322.703125 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -43322.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43495.796875 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -43495.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43638.714844 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -43638.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43740.339844 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -43740.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43816.343750 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -43816.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43824.511719 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -43824.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43824.511719 Penalty: 3025.758301
	Iteration 7F: 3 clusters Score -43824.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -216244.109375 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -216244.1 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 638 members 
Entering Unmasked Estep 
Score: -214112.656250 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -214112.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -214438.875000 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -214438.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -214613.312500 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -214613.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -214783.500000 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -214783.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215044.296875 Penalty: 3544.408447
	Iteration 4F: 3 clusters Score -215044.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -215264.515625 Penalty: 3544.408447
	Iteration 5F: 3 clusters Score -215264.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -215414.546875 Penalty: 3544.408447
	Iteration 6F: 3 clusters Score -215414.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -215526.890625 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -215526.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215576.500000 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -215576.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -215620.125000 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -215620.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215656.015625 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -215656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215674.250000 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -215674.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -215701.234375 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -215701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -215717.171875 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -215717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -215727.156250 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -215727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -215738.875000 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -215738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -215745.531250 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -215745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215747.781250 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -215747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -215748.828125 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -215748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215750.296875 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -215750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -215753.046875 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -215753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215753.640625 Penalty: 3544.408447
	Iteration 21Q: 3 clusters Score -215753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215753.640625 Penalty: 3544.408447
	Iteration 22F: 3 clusters Score -215753.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -203008.062500 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -203008.1 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 581 members 
Entering Unmasked Estep 
Score: -201010.359375 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -201010.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -201398.078125 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -201398.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -201660.796875 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -201660.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -201837.421875 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -201837.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -201923.484375 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -201923.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -202014.765625 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -202014.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -202054.109375 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -202054.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -202079.296875 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -202079.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -202099.593750 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -202099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -202119.750000 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -202119.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -202137.203125 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -202137.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -202147.000000 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -202147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -202152.875000 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -202152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -202155.281250 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -202155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -202159.390625 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -202159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -202160.609375 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -202160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -202160.609375 Penalty: 3509.181641
	Iteration 16F: 3 clusters Score -202160.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -507507.031250 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -507507 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 1332 members 
Entering Unmasked Estep 
Score: -504454.000000 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -504454 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -505078.156250 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -505078.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -505225.968750 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -505226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -505301.531250 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -505301.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -505346.562500 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -505346.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -505381.625000 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -505381.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -505417.562500 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -505417.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -505439.875000 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -505439.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -505465.468750 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -505465.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -505484.937500 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -505484.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -505502.906250 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -505502.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -505525.062500 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -505525.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -505549.718750 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -505549.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -505586.375000 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -505586.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -505632.968750 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -505633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -505681.812500 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -505681.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -505721.750000 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -505721.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -505754.375000 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -505754.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -505785.656250 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -505785.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -505813.781250 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -505813.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -505833.562500 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -505833.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -505847.125000 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -505847.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -505865.687500 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -505865.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -505880.187500 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -505880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -505893.875000 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -505893.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -505903.437500 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -505903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -505912.687500 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -505912.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -505920.250000 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -505920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -505924.781250 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -505924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -505930.406250 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -505930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -505934.687500 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -505934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -505936.156250 Penalty: 3919.817139
	Iteration 31Q: 3 clusters Score -505936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -505938.187500 Penalty: 3919.817139
	Iteration 32Q: 3 clusters Score -505938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -505942.156250 Penalty: 3919.817139
	Iteration 33Q: 3 clusters Score -505942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -505945.375000 Penalty: 3919.817139
	Iteration 34Q: 3 clusters Score -505945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -505945.375000 Penalty: 3919.817139
	Iteration 35F: 3 clusters Score -505945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Entering Unmasked Estep 
Score: -8729648.000000 Penalty: 2654.337646
	Iteration 0F: 2 clusters Score -8729648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -8700633.000000 Penalty: 5308.675293
	Iteration 0F: 3 clusters Score -8700633 nChanged 20283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8711676.000000 Penalty: 5308.675293
	Iteration 1F: 3 clusters Score -8711676 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -8712093.000000 Penalty: 5308.675293
	Iteration 2Q: 3 clusters Score -8712093 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8712447.000000 Penalty: 5308.675293
	Iteration 3Q: 3 clusters Score -8712447 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8712760.000000 Penalty: 5308.675293
	Iteration 4Q: 3 clusters Score -8712760 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8713047.000000 Penalty: 5308.675293
	Iteration 5Q: 3 clusters Score -8713047 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -8713421.000000 Penalty: 5308.675293
	Iteration 6Q: 3 clusters Score -8713421 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -8713821.000000 Penalty: 5308.675293
	Iteration 7Q: 3 clusters Score -8713821 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -8714305.000000 Penalty: 5308.675293
	Iteration 8Q: 3 clusters Score -8714305 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -8714950.000000 Penalty: 5308.675293
	Iteration 9Q: 3 clusters Score -8714950 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -8715920.000000 Penalty: 5308.675293
	Iteration 10Q: 3 clusters Score -8715920 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8717352.000000 Penalty: 5308.675293
	Iteration 11F: 3 clusters Score -8717352 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -8719271.000000 Penalty: 5308.675293
	Iteration 12F: 3 clusters Score -8719271 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -8721364.000000 Penalty: 5308.675293
	Iteration 13F: 3 clusters Score -8721364 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -8723287.000000 Penalty: 5308.675293
	Iteration 14F: 3 clusters Score -8723287 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -8724874.000000 Penalty: 5308.675293
	Iteration 15Q: 3 clusters Score -8724874 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -8726033.000000 Penalty: 5308.675293
	Iteration 16Q: 3 clusters Score -8726033 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8726672.000000 Penalty: 5308.675293
	Iteration 17Q: 3 clusters Score -8726672 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8727004.000000 Penalty: 5308.675293
	Iteration 18Q: 3 clusters Score -8727004 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -8727207.000000 Penalty: 5308.675293
	Iteration 19Q: 3 clusters Score -8727207 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8727278.000000 Penalty: 5308.675293
	Iteration 20F: 3 clusters Score -8727278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -8727324.000000 Penalty: 5308.675293
	Iteration 21Q: 3 clusters Score -8727324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8727338.000000 Penalty: 5308.675293
	Iteration 22Q: 3 clusters Score -8727338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -8727349.000000 Penalty: 5308.675293
	Iteration 23Q: 3 clusters Score -8727349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8727357.000000 Penalty: 5308.675293
	Iteration 24Q: 3 clusters Score -8727357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -8727365.000000 Penalty: 5308.675293
	Iteration 25Q: 3 clusters Score -8727365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8727374.000000 Penalty: 5308.675293
	Iteration 26Q: 3 clusters Score -8727374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8727379.000000 Penalty: 5308.675293
	Iteration 27Q: 3 clusters Score -8727379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8727383.000000 Penalty: 5308.675293
	Iteration 28Q: 3 clusters Score -8727383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8727390.000000 Penalty: 5308.675293
	Iteration 29Q: 3 clusters Score -8727390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8727392.000000 Penalty: 5308.675293
	Iteration 30Q: 3 clusters Score -8727392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8727392.000000 Penalty: 5308.675293
	Iteration 31Q: 3 clusters Score -8727392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8727400.000000 Penalty: 5308.675293
	Iteration 32Q: 3 clusters Score -8727400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8727403.000000 Penalty: 5308.675293
	Iteration 33Q: 3 clusters Score -8727403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8727404.000000 Penalty: 5308.675293
	Iteration 34Q: 3 clusters Score -8727404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8727406.000000 Penalty: 5308.675293
	Iteration 35Q: 3 clusters Score -8727406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8727406.000000 Penalty: 5308.675293
	Iteration 36F: 3 clusters Score -8727406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -50035.867188 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -50035.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48728.464844 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -48728.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49072.535156 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -49072.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49207.929688 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -49207.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49383.808594 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -49383.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49449.527344 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -49449.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49463.656250 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -49463.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49466.113281 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -49466.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49473.023438 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -49473.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49476.000000 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -49476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49481.132812 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -49481.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49484.148438 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -49484.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49487.214844 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -49487.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49487.214844 Penalty: 2952.808594
	Iteration 12F: 3 clusters Score -49487.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Entering Unmasked Estep 
Score: -2233506.500000 Penalty: 2301.730713
	Iteration 0F: 2 clusters Score -2233506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2225318.000000 Penalty: 4603.461426
	Iteration 0F: 3 clusters Score -2225318 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2227658.750000 Penalty: 4603.461426
	Iteration 1F: 3 clusters Score -2227659 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2227924.500000 Penalty: 4603.461426
	Iteration 2F: 3 clusters Score -2227924 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2228125.500000 Penalty: 4603.461426
	Iteration 3Q: 3 clusters Score -2228126 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2228303.750000 Penalty: 4603.461426
	Iteration 4Q: 3 clusters Score -2228304 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2228473.000000 Penalty: 4603.461426
	Iteration 5Q: 3 clusters Score -2228473 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2228609.250000 Penalty: 4603.461426
	Iteration 6Q: 3 clusters Score -2228609 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2228755.000000 Penalty: 4603.461426
	Iteration 7Q: 3 clusters Score -2228755 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2228933.500000 Penalty: 4603.461426
	Iteration 8Q: 3 clusters Score -2228934 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2229164.500000 Penalty: 4603.461426
	Iteration 9Q: 3 clusters Score -2229164 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2229441.250000 Penalty: 4603.461426
	Iteration 10Q: 3 clusters Score -2229441 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2229789.500000 Penalty: 4603.461426
	Iteration 11Q: 3 clusters Score -2229790 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2230160.000000 Penalty: 4603.461426
	Iteration 12Q: 3 clusters Score -2230160 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2230530.250000 Penalty: 4603.461426
	Iteration 13Q: 3 clusters Score -2230530 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2230816.500000 Penalty: 4603.461426
	Iteration 14Q: 3 clusters Score -2230816 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2231008.250000 Penalty: 4603.461426
	Iteration 15Q: 3 clusters Score -2231008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2231133.250000 Penalty: 4603.461426
	Iteration 16Q: 3 clusters Score -2231133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2231241.250000 Penalty: 4603.461426
	Iteration 17Q: 3 clusters Score -2231241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2231318.500000 Penalty: 4603.461426
	Iteration 18Q: 3 clusters Score -2231318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2231347.750000 Penalty: 4603.461426
	Iteration 19Q: 3 clusters Score -2231348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2231371.250000 Penalty: 4603.461426
	Iteration 20F: 3 clusters Score -2231371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2231390.500000 Penalty: 4603.461426
	Iteration 21Q: 3 clusters Score -2231390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2231413.750000 Penalty: 4603.461426
	Iteration 22Q: 3 clusters Score -2231414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2231431.500000 Penalty: 4603.461426
	Iteration 23Q: 3 clusters Score -2231432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2231446.250000 Penalty: 4603.461426
	Iteration 24Q: 3 clusters Score -2231446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2231455.500000 Penalty: 4603.461426
	Iteration 25Q: 3 clusters Score -2231456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2231460.500000 Penalty: 4603.461426
	Iteration 26Q: 3 clusters Score -2231460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2231465.000000 Penalty: 4603.461426
	Iteration 27Q: 3 clusters Score -2231465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2231468.000000 Penalty: 4603.461426
	Iteration 28Q: 3 clusters Score -2231468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2231471.500000 Penalty: 4603.461426
	Iteration 29Q: 3 clusters Score -2231472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2231472.250000 Penalty: 4603.461426
	Iteration 30Q: 3 clusters Score -2231472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2231471.500000 Penalty: 4603.461426
	Iteration 31Q: 3 clusters Score -2231472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2231472.000000 Penalty: 4603.461426
	Iteration 32Q: 3 clusters Score -2231472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2231476.250000 Penalty: 4603.461426
	Iteration 33Q: 3 clusters Score -2231476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2231476.500000 Penalty: 4603.461426
	Iteration 34Q: 3 clusters Score -2231476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2231476.500000 Penalty: 4603.461426
	Iteration 35F: 3 clusters Score -2231476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Entering Unmasked Estep 
Score: -2922712.000000 Penalty: 2367.148438
	Iteration 0F: 2 clusters Score -2922712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2912674.500000 Penalty: 4734.296875
	Iteration 0F: 3 clusters Score -2912674 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2915811.500000 Penalty: 4734.296875
	Iteration 1F: 3 clusters Score -2915812 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2916211.250000 Penalty: 4734.296875
	Iteration 2F: 3 clusters Score -2916211 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2916554.250000 Penalty: 4734.296875
	Iteration 3F: 3 clusters Score -2916554 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2916897.250000 Penalty: 4734.296875
	Iteration 4Q: 3 clusters Score -2916897 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2917308.000000 Penalty: 4734.296875
	Iteration 5F: 3 clusters Score -2917308 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2917826.500000 Penalty: 4734.296875
	Iteration 6F: 3 clusters Score -2917826 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2918448.000000 Penalty: 4734.296875
	Iteration 7F: 3 clusters Score -2918448 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2919067.250000 Penalty: 4734.296875
	Iteration 8F: 3 clusters Score -2919067 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2919665.500000 Penalty: 4734.296875
	Iteration 9F: 3 clusters Score -2919666 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2920107.000000 Penalty: 4734.296875
	Iteration 10Q: 3 clusters Score -2920107 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2920382.750000 Penalty: 4734.296875
	Iteration 11Q: 3 clusters Score -2920383 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2920637.000000 Penalty: 4734.296875
	Iteration 12Q: 3 clusters Score -2920637 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2920787.500000 Penalty: 4734.296875
	Iteration 13Q: 3 clusters Score -2920788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2920851.500000 Penalty: 4734.296875
	Iteration 14Q: 3 clusters Score -2920852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2920899.000000 Penalty: 4734.296875
	Iteration 15Q: 3 clusters Score -2920899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2920927.750000 Penalty: 4734.296875
	Iteration 16Q: 3 clusters Score -2920928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2920946.250000 Penalty: 4734.296875
	Iteration 17Q: 3 clusters Score -2920946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2920973.000000 Penalty: 4734.296875
	Iteration 18Q: 3 clusters Score -2920973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2920978.250000 Penalty: 4734.296875
	Iteration 19Q: 3 clusters Score -2920978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2920982.250000 Penalty: 4734.296875
	Iteration 20F: 3 clusters Score -2920982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2920988.000000 Penalty: 4734.296875
	Iteration 21Q: 3 clusters Score -2920988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2920998.250000 Penalty: 4734.296875
	Iteration 22Q: 3 clusters Score -2920998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2921000.250000 Penalty: 4734.296875
	Iteration 23Q: 3 clusters Score -2921000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2921000.750000 Penalty: 4734.296875
	Iteration 24Q: 3 clusters Score -2921001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2921000.750000 Penalty: 4734.296875
	Iteration 25F: 3 clusters Score -2921001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -1339805.000000 Penalty: 2189.430176
	Iteration 0F: 2 clusters Score -1339805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1334116.250000 Penalty: 4378.860352
	Iteration 0F: 3 clusters Score -1334116 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1335595.250000 Penalty: 4378.860352
	Iteration 1F: 3 clusters Score -1335595 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1335901.125000 Penalty: 4378.860352
	Iteration 2F: 3 clusters Score -1335901 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1336202.375000 Penalty: 4378.860352
	Iteration 3F: 3 clusters Score -1336202 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1336499.000000 Penalty: 4378.860352
	Iteration 4F: 3 clusters Score -1336499 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1336820.375000 Penalty: 4378.860352
	Iteration 5F: 3 clusters Score -1336820 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1337182.375000 Penalty: 4378.860352
	Iteration 6F: 3 clusters Score -1337182 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1337550.625000 Penalty: 4378.860352
	Iteration 7F: 3 clusters Score -1337551 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1337822.625000 Penalty: 4378.860352
	Iteration 8Q: 3 clusters Score -1337823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1338000.125000 Penalty: 4378.860352
	Iteration 9Q: 3 clusters Score -1338000 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1338117.250000 Penalty: 4378.860352
	Iteration 10Q: 3 clusters Score -1338117 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1338210.125000 Penalty: 4378.860352
	Iteration 11Q: 3 clusters Score -1338210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1338266.375000 Penalty: 4378.860352
	Iteration 12Q: 3 clusters Score -1338266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1338310.500000 Penalty: 4378.860352
	Iteration 13Q: 3 clusters Score -1338310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1338335.625000 Penalty: 4378.860352
	Iteration 14Q: 3 clusters Score -1338336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1338345.375000 Penalty: 4378.860352
	Iteration 15Q: 3 clusters Score -1338345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1338356.625000 Penalty: 4378.860352
	Iteration 16Q: 3 clusters Score -1338357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1338362.000000 Penalty: 4378.860352
	Iteration 17Q: 3 clusters Score -1338362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1338367.875000 Penalty: 4378.860352
	Iteration 18Q: 3 clusters Score -1338368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1338368.375000 Penalty: 4378.860352
	Iteration 19Q: 3 clusters Score -1338368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1338370.625000 Penalty: 4378.860352
	Iteration 20F: 3 clusters Score -1338371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1338372.500000 Penalty: 4378.860352
	Iteration 21Q: 3 clusters Score -1338372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1338377.375000 Penalty: 4378.860352
	Iteration 22Q: 3 clusters Score -1338377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1338382.250000 Penalty: 4378.860352
	Iteration 23Q: 3 clusters Score -1338382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1338389.500000 Penalty: 4378.860352
	Iteration 24Q: 3 clusters Score -1338390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1338393.125000 Penalty: 4378.860352
	Iteration 25Q: 3 clusters Score -1338393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1338398.500000 Penalty: 4378.860352
	Iteration 26Q: 3 clusters Score -1338398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1338400.125000 Penalty: 4378.860352
	Iteration 27Q: 3 clusters Score -1338400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1338401.125000 Penalty: 4378.860352
	Iteration 28Q: 3 clusters Score -1338401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1338400.500000 Penalty: 4378.860352
	Iteration 29Q: 3 clusters Score -1338400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1338400.500000 Penalty: 4378.860352
	Iteration 30Q: 3 clusters Score -1338400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1338400.875000 Penalty: 4378.860352
	Iteration 31Q: 3 clusters Score -1338401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1338400.875000 Penalty: 4378.860352
	Iteration 32F: 3 clusters Score -1338401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (24804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Entering Unmasked Estep 
Score: -4843339.500000 Penalty: 2509.452393
	Iteration 0F: 2 clusters Score -4843340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4826048.500000 Penalty: 5018.904785
	Iteration 0F: 3 clusters Score -4826048 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4832140.500000 Penalty: 5018.904785
	Iteration 1F: 3 clusters Score -4832140 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4832563.000000 Penalty: 5018.904785
	Iteration 2Q: 3 clusters Score -4832563 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4832917.000000 Penalty: 5018.904785
	Iteration 3Q: 3 clusters Score -4832917 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4833255.000000 Penalty: 5018.904785
	Iteration 4Q: 3 clusters Score -4833255 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4833691.500000 Penalty: 5018.904785
	Iteration 5Q: 3 clusters Score -4833692 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -4834263.000000 Penalty: 5018.904785
	Iteration 6Q: 3 clusters Score -4834263 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4835083.500000 Penalty: 5018.904785
	Iteration 7F: 3 clusters Score -4835084 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4836092.500000 Penalty: 5018.904785
	Iteration 8F: 3 clusters Score -4836092 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4837296.500000 Penalty: 5018.904785
	Iteration 9F: 3 clusters Score -4837296 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4838578.000000 Penalty: 5018.904785
	Iteration 10F: 3 clusters Score -4838578 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4839593.000000 Penalty: 5018.904785
	Iteration 11Q: 3 clusters Score -4839593 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4840374.500000 Penalty: 5018.904785
	Iteration 12Q: 3 clusters Score -4840374 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4840747.500000 Penalty: 5018.904785
	Iteration 13Q: 3 clusters Score -4840748 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4840945.500000 Penalty: 5018.904785
	Iteration 14Q: 3 clusters Score -4840946 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4841028.000000 Penalty: 5018.904785
	Iteration 15Q: 3 clusters Score -4841028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4841075.000000 Penalty: 5018.904785
	Iteration 16Q: 3 clusters Score -4841075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4841094.000000 Penalty: 5018.904785
	Iteration 17Q: 3 clusters Score -4841094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4841104.000000 Penalty: 5018.904785
	Iteration 18Q: 3 clusters Score -4841104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4841113.500000 Penalty: 5018.904785
	Iteration 19Q: 3 clusters Score -4841114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4841117.500000 Penalty: 5018.904785
	Iteration 20F: 3 clusters Score -4841118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4841124.500000 Penalty: 5018.904785
	Iteration 21Q: 3 clusters Score -4841124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4841123.000000 Penalty: 5018.904785
	Iteration 22Q: 3 clusters Score -4841123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4841130.500000 Penalty: 5018.904785
	Iteration 23Q: 3 clusters Score -4841130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4841137.000000 Penalty: 5018.904785
	Iteration 24Q: 3 clusters Score -4841137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4841139.500000 Penalty: 5018.904785
	Iteration 25Q: 3 clusters Score -4841140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4841139.500000 Penalty: 5018.904785
	Iteration 26F: 3 clusters Score -4841140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -128734.242188 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -128734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127091.117188 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -127091.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -127561.335938 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -127561.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -127829.398438 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -127829.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127945.046875 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -127945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -127999.742188 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -127999.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128073.601562 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -128073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -128104.382812 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -128104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128106.632812 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -128106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -128109.562500 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -128109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -128112.859375 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -128112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128115.750000 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -128115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128122.203125 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -128122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -128133.085938 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -128133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128155.687500 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -128155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -128164.554688 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -128164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128170.476562 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -128170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128178.710938 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -128178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -128183.351562 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -128183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128184.375000 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -128184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128184.375000 Penalty: 3299.179688
	Iteration 19F: 3 clusters Score -128184.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Entering Unmasked Estep 
Score: -3335352.500000 Penalty: 2411.774902
	Iteration 0F: 2 clusters Score -3335352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3323602.250000 Penalty: 4823.549805
	Iteration 0F: 3 clusters Score -3323602 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3327619.250000 Penalty: 4823.549805
	Iteration 1F: 3 clusters Score -3327619 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3328062.000000 Penalty: 4823.549805
	Iteration 2F: 3 clusters Score -3328062 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3328443.750000 Penalty: 4823.549805
	Iteration 3Q: 3 clusters Score -3328444 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3328765.750000 Penalty: 4823.549805
	Iteration 4Q: 3 clusters Score -3328766 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3329080.500000 Penalty: 4823.549805
	Iteration 5Q: 3 clusters Score -3329080 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3329428.250000 Penalty: 4823.549805
	Iteration 6Q: 3 clusters Score -3329428 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3329803.500000 Penalty: 4823.549805
	Iteration 7Q: 3 clusters Score -3329804 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3330198.250000 Penalty: 4823.549805
	Iteration 8Q: 3 clusters Score -3330198 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3330585.000000 Penalty: 4823.549805
	Iteration 9Q: 3 clusters Score -3330585 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3330927.500000 Penalty: 4823.549805
	Iteration 10Q: 3 clusters Score -3330928 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3331232.500000 Penalty: 4823.549805
	Iteration 11Q: 3 clusters Score -3331232 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3331471.500000 Penalty: 4823.549805
	Iteration 12Q: 3 clusters Score -3331472 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3331693.250000 Penalty: 4823.549805
	Iteration 13Q: 3 clusters Score -3331693 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3331891.000000 Penalty: 4823.549805
	Iteration 14Q: 3 clusters Score -3331891 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3332076.500000 Penalty: 4823.549805
	Iteration 15Q: 3 clusters Score -3332076 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3332245.250000 Penalty: 4823.549805
	Iteration 16Q: 3 clusters Score -3332245 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3332391.250000 Penalty: 4823.549805
	Iteration 17Q: 3 clusters Score -3332391 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3332497.500000 Penalty: 4823.549805
	Iteration 18Q: 3 clusters Score -3332498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3332616.500000 Penalty: 4823.549805
	Iteration 19Q: 3 clusters Score -3332616 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3332717.750000 Penalty: 4823.549805
	Iteration 20F: 3 clusters Score -3332718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3332796.750000 Penalty: 4823.549805
	Iteration 21Q: 3 clusters Score -3332797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3332868.750000 Penalty: 4823.549805
	Iteration 22Q: 3 clusters Score -3332869 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3332949.750000 Penalty: 4823.549805
	Iteration 23Q: 3 clusters Score -3332950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3333009.750000 Penalty: 4823.549805
	Iteration 24Q: 3 clusters Score -3333010 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3333060.000000 Penalty: 4823.549805
	Iteration 25Q: 3 clusters Score -3333060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3333091.000000 Penalty: 4823.549805
	Iteration 26Q: 3 clusters Score -3333091 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3333121.500000 Penalty: 4823.549805
	Iteration 27Q: 3 clusters Score -3333122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3333143.250000 Penalty: 4823.549805
	Iteration 28Q: 3 clusters Score -3333143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3333167.750000 Penalty: 4823.549805
	Iteration 29Q: 3 clusters Score -3333168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3333186.000000 Penalty: 4823.549805
	Iteration 30Q: 3 clusters Score -3333186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3333208.750000 Penalty: 4823.549805
	Iteration 31Q: 3 clusters Score -3333209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3333216.500000 Penalty: 4823.549805
	Iteration 32Q: 3 clusters Score -3333216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3333232.250000 Penalty: 4823.549805
	Iteration 33Q: 3 clusters Score -3333232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3333236.250000 Penalty: 4823.549805
	Iteration 34Q: 3 clusters Score -3333236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3333239.250000 Penalty: 4823.549805
	Iteration 35Q: 3 clusters Score -3333239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3333240.250000 Penalty: 4823.549805
	Iteration 36Q: 3 clusters Score -3333240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3333244.250000 Penalty: 4823.549805
	Iteration 37Q: 3 clusters Score -3333244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3333249.000000 Penalty: 4823.549805
	Iteration 38Q: 3 clusters Score -3333249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3333262.500000 Penalty: 4823.549805
	Iteration 39Q: 3 clusters Score -3333262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3333267.250000 Penalty: 4823.549805
	Iteration 40F: 3 clusters Score -3333267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3333273.750000 Penalty: 4823.549805
	Iteration 41Q: 3 clusters Score -3333274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3333273.250000 Penalty: 4823.549805
	Iteration 42Q: 3 clusters Score -3333273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3333275.250000 Penalty: 4823.549805
	Iteration 43Q: 3 clusters Score -3333275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3333282.000000 Penalty: 4823.549805
	Iteration 44Q: 3 clusters Score -3333282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3333286.250000 Penalty: 4823.549805
	Iteration 45Q: 3 clusters Score -3333286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3333289.000000 Penalty: 4823.549805
	Iteration 46Q: 3 clusters Score -3333289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3333290.750000 Penalty: 4823.549805
	Iteration 47Q: 3 clusters Score -3333291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3333288.750000 Penalty: 4823.549805
	Iteration 48Q: 3 clusters Score -3333289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3333294.500000 Penalty: 4823.549805
	Iteration 49Q: 3 clusters Score -3333294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3333292.000000 Penalty: 4823.549805
	Iteration 50Q: 3 clusters Score -3333292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3333293.000000 Penalty: 4823.549805
	Iteration 51Q: 3 clusters Score -3333293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3333293.000000 Penalty: 4823.549805
	Iteration 52F: 3 clusters Score -3333293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 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 171 members 
Entering Unmasked Estep 
Score: -20132.396484 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20132.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20324.925781 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20324.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20467.060547 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -20467.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20581.408203 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -20581.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20752.068359 Penalty: 2892.613770
	Iteration 4F: 3 clusters Score -20752.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20877.212891 Penalty: 2892.613770
	Iteration 5F: 3 clusters Score -20877.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21043.886719 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -21043.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21253.730469 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -21253.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21467.132812 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -21467.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21633.384766 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -21633.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21641.488281 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -21641.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21641.488281 Penalty: 2892.613770
	Iteration 11F: 3 clusters Score -21641.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 35924 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 31290 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26066 members 
Mstep: Class 14 contains 55495 members 
Mstep: Class 15 contains 27477 members 
Mstep: Class 16 contains 17850 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24776 members 
Mstep: Class 19 contains 39441 members 
Mstep: Class 20 contains 31342 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15441 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 28176 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12353 members 
Mstep: Class 32 contains 16751 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 33458 members 
Mstep: Class 36 contains 39370 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44488 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10734 members 
Mstep: Class 45 contains 13974 members 
Mstep: Class 46 contains 6825 members 
Mstep: Class 47 contains 24804 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16729 members 
Mstep: Class 50 contains 107 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4163 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15376 members 
Mstep: Class 57 contains 15914 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34657 members 
Mstep: Class 60 contains 36889 members 
Mstep: Class 61 contains 16101 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15986 members 
Mstep: Class 65 contains 3142 members 
Mstep: Class 66 contains 15871 members 
Mstep: Class 67 contains 32744 members 
Mstep: Class 68 contains 640 members 
Mstep: Class 69 contains 234 members 
Entering Unmasked Estep 
Score: -161351072.000000 Penalty: 233403.421875
Splitting cluster 50 changes total score from -161352496.000000 to -161351072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -111558.648438 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -111558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -109923.906250 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -109923.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110297.421875 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -110297.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -110523.937500 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -110523.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -110703.945312 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -110703.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -110839.218750 Penalty: 3226.126953
	Iteration 4F: 3 clusters Score -110839.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -110899.257812 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -110899.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -110918.953125 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -110919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -110937.734375 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -110937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -110942.656250 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -110942.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -110942.656250 Penalty: 3226.126953
	Iteration 9F: 3 clusters Score -110942.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -115414.015625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -115414 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 331 members 
Entering Unmasked Estep 
Score: -113821.648438 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -113821.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -114065.000000 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -114065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -114244.539062 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -114244.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114384.304688 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -114384.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114545.039062 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -114545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114694.687500 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -114694.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114801.164062 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -114801.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114866.718750 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -114866.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114908.726562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -114908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -114916.039062 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -114916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -114919.187500 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -114919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -114919.187500 Penalty: 3192.330566
	Iteration 11F: 3 clusters Score -114919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -831984.000000 Penalty: 2083.084717
	Iteration 0F: 2 clusters Score -831984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -827886.875000 Penalty: 4166.169434
	Iteration 0F: 3 clusters Score -827886.9 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -829074.625000 Penalty: 4166.169434
	Iteration 1F: 3 clusters Score -829074.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -829578.875000 Penalty: 4166.169434
	Iteration 2F: 3 clusters Score -829578.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -829975.250000 Penalty: 4166.169434
	Iteration 3F: 3 clusters Score -829975.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -830319.937500 Penalty: 4166.169434
	Iteration 4F: 3 clusters Score -830319.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -830674.687500 Penalty: 4166.169434
	Iteration 5F: 3 clusters Score -830674.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -830935.312500 Penalty: 4166.169434
	Iteration 6F: 3 clusters Score -830935.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -831093.562500 Penalty: 4166.169434
	Iteration 7Q: 3 clusters Score -831093.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -831202.500000 Penalty: 4166.169434
	Iteration 8Q: 3 clusters Score -831202.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -831257.250000 Penalty: 4166.169434
	Iteration 9Q: 3 clusters Score -831257.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -831293.687500 Penalty: 4166.169434
	Iteration 10Q: 3 clusters Score -831293.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -831313.875000 Penalty: 4166.169434
	Iteration 11Q: 3 clusters Score -831313.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -831324.937500 Penalty: 4166.169434
	Iteration 12Q: 3 clusters Score -831324.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -831339.250000 Penalty: 4166.169434
	Iteration 13Q: 3 clusters Score -831339.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -831351.437500 Penalty: 4166.169434
	Iteration 14Q: 3 clusters Score -831351.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -831361.000000 Penalty: 4166.169434
	Iteration 15Q: 3 clusters Score -831361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -831371.625000 Penalty: 4166.169434
	Iteration 16Q: 3 clusters Score -831371.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -831381.562500 Penalty: 4166.169434
	Iteration 17Q: 3 clusters Score -831381.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -831388.687500 Penalty: 4166.169434
	Iteration 18Q: 3 clusters Score -831388.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -831395.062500 Penalty: 4166.169434
	Iteration 19Q: 3 clusters Score -831395.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -831404.312500 Penalty: 4166.169434
	Iteration 20F: 3 clusters Score -831404.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -831409.125000 Penalty: 4166.169434
	Iteration 21Q: 3 clusters Score -831409.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -831415.750000 Penalty: 4166.169434
	Iteration 22Q: 3 clusters Score -831415.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -831419.937500 Penalty: 4166.169434
	Iteration 23Q: 3 clusters Score -831419.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -831425.437500 Penalty: 4166.169434
	Iteration 24Q: 3 clusters Score -831425.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -831432.187500 Penalty: 4166.169434
	Iteration 25Q: 3 clusters Score -831432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -831437.312500 Penalty: 4166.169434
	Iteration 26Q: 3 clusters Score -831437.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -831440.750000 Penalty: 4166.169434
	Iteration 27Q: 3 clusters Score -831440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -831442.250000 Penalty: 4166.169434
	Iteration 28Q: 3 clusters Score -831442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -831445.812500 Penalty: 4166.169434
	Iteration 29Q: 3 clusters Score -831445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -831447.812500 Penalty: 4166.169434
	Iteration 30Q: 3 clusters Score -831447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -831448.062500 Penalty: 4166.169434
	Iteration 31Q: 3 clusters Score -831448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -831448.812500 Penalty: 4166.169434
	Iteration 32Q: 3 clusters Score -831448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -831449.437500 Penalty: 4166.169434
	Iteration 33Q: 3 clusters Score -831449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -831449.437500 Penalty: 4166.169434
	Iteration 34F: 3 clusters Score -831449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -787487.937500 Penalty: 2066.829834
	Iteration 0F: 2 clusters Score -787487.9 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 2085 members 
Entering Unmasked Estep 
Score: -783449.562500 Penalty: 4133.659668
	Iteration 0F: 3 clusters Score -783449.6 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -784374.250000 Penalty: 4133.659668
	Iteration 1F: 3 clusters Score -784374.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -784582.000000 Penalty: 4133.659668
	Iteration 2F: 3 clusters Score -784582 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -784712.375000 Penalty: 4133.659668
	Iteration 3Q: 3 clusters Score -784712.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -784816.250000 Penalty: 4133.659668
	Iteration 4Q: 3 clusters Score -784816.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -784895.000000 Penalty: 4133.659668
	Iteration 5Q: 3 clusters Score -784895 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -784948.562500 Penalty: 4133.659668
	Iteration 6Q: 3 clusters Score -784948.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -784995.437500 Penalty: 4133.659668
	Iteration 7Q: 3 clusters Score -784995.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -785044.625000 Penalty: 4133.659668
	Iteration 8Q: 3 clusters Score -785044.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -785094.562500 Penalty: 4133.659668
	Iteration 9Q: 3 clusters Score -785094.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -785129.000000 Penalty: 4133.659668
	Iteration 10Q: 3 clusters Score -785129 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -785162.562500 Penalty: 4133.659668
	Iteration 11Q: 3 clusters Score -785162.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -785201.875000 Penalty: 4133.659668
	Iteration 12Q: 3 clusters Score -785201.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -785247.437500 Penalty: 4133.659668
	Iteration 13Q: 3 clusters Score -785247.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -785303.125000 Penalty: 4133.659668
	Iteration 14Q: 3 clusters Score -785303.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -785349.187500 Penalty: 4133.659668
	Iteration 15Q: 3 clusters Score -785349.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -785397.625000 Penalty: 4133.659668
	Iteration 16Q: 3 clusters Score -785397.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -785436.375000 Penalty: 4133.659668
	Iteration 17Q: 3 clusters Score -785436.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -785470.875000 Penalty: 4133.659668
	Iteration 18Q: 3 clusters Score -785470.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -785494.562500 Penalty: 4133.659668
	Iteration 19Q: 3 clusters Score -785494.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -785508.187500 Penalty: 4133.659668
	Iteration 20F: 3 clusters Score -785508.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -785517.375000 Penalty: 4133.659668
	Iteration 21Q: 3 clusters Score -785517.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -785529.875000 Penalty: 4133.659668
	Iteration 22Q: 3 clusters Score -785529.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -785537.500000 Penalty: 4133.659668
	Iteration 23Q: 3 clusters Score -785537.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -785543.562500 Penalty: 4133.659668
	Iteration 24Q: 3 clusters Score -785543.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -785550.937500 Penalty: 4133.659668
	Iteration 25Q: 3 clusters Score -785550.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -785561.250000 Penalty: 4133.659668
	Iteration 26Q: 3 clusters Score -785561.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -785572.062500 Penalty: 4133.659668
	Iteration 27Q: 3 clusters Score -785572.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -785587.062500 Penalty: 4133.659668
	Iteration 28Q: 3 clusters Score -785587.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -785604.687500 Penalty: 4133.659668
	Iteration 29Q: 3 clusters Score -785604.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -785616.312500 Penalty: 4133.659668
	Iteration 30Q: 3 clusters Score -785616.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -785636.250000 Penalty: 4133.659668
	Iteration 31Q: 3 clusters Score -785636.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -785656.375000 Penalty: 4133.659668
	Iteration 32Q: 3 clusters Score -785656.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -785679.750000 Penalty: 4133.659668
	Iteration 33Q: 3 clusters Score -785679.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -785700.000000 Penalty: 4133.659668
	Iteration 34Q: 3 clusters Score -785700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -785719.562500 Penalty: 4133.659668
	Iteration 35Q: 3 clusters Score -785719.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -785738.000000 Penalty: 4133.659668
	Iteration 36Q: 3 clusters Score -785738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -785756.500000 Penalty: 4133.659668
	Iteration 37Q: 3 clusters Score -785756.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -785783.250000 Penalty: 4133.659668
	Iteration 38Q: 3 clusters Score -785783.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -785806.625000 Penalty: 4133.659668
	Iteration 39Q: 3 clusters Score -785806.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -785832.250000 Penalty: 4133.659668
	Iteration 40F: 3 clusters Score -785832.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -785849.562500 Penalty: 4133.659668
	Iteration 41Q: 3 clusters Score -785849.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -785866.812500 Penalty: 4133.659668
	Iteration 42Q: 3 clusters Score -785866.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -785895.812500 Penalty: 4133.659668
	Iteration 43Q: 3 clusters Score -785895.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -785930.937500 Penalty: 4133.659668
	Iteration 44Q: 3 clusters Score -785930.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -785955.875000 Penalty: 4133.659668
	Iteration 45Q: 3 clusters Score -785955.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -785989.250000 Penalty: 4133.659668
	Iteration 46Q: 3 clusters Score -785989.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -786013.687500 Penalty: 4133.659668
	Iteration 47Q: 3 clusters Score -786013.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -786036.625000 Penalty: 4133.659668
	Iteration 48Q: 3 clusters Score -786036.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -786055.125000 Penalty: 4133.659668
	Iteration 49Q: 3 clusters Score -786055.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -786081.250000 Penalty: 4133.659668
	Iteration 50Q: 3 clusters Score -786081.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -786096.937500 Penalty: 4133.659668
	Iteration 51Q: 3 clusters Score -786096.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -786106.437500 Penalty: 4133.659668
	Iteration 52Q: 3 clusters Score -786106.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -786118.125000 Penalty: 4133.659668
	Iteration 53Q: 3 clusters Score -786118.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -786128.750000 Penalty: 4133.659668
	Iteration 54Q: 3 clusters Score -786128.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -786142.187500 Penalty: 4133.659668
	Iteration 55Q: 3 clusters Score -786142.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -786157.875000 Penalty: 4133.659668
	Iteration 56Q: 3 clusters Score -786157.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -786167.062500 Penalty: 4133.659668
	Iteration 57Q: 3 clusters Score -786167.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -786180.750000 Penalty: 4133.659668
	Iteration 58Q: 3 clusters Score -786180.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -786193.312500 Penalty: 4133.659668
	Iteration 59Q: 3 clusters Score -786193.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -786204.437500 Penalty: 4133.659668
	Iteration 60F: 3 clusters Score -786204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -786218.312500 Penalty: 4133.659668
	Iteration 61Q: 3 clusters Score -786218.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -786229.000000 Penalty: 4133.659668
	Iteration 62Q: 3 clusters Score -786229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -786243.437500 Penalty: 4133.659668
	Iteration 63Q: 3 clusters Score -786243.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -786264.125000 Penalty: 4133.659668
	Iteration 64Q: 3 clusters Score -786264.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -786286.187500 Penalty: 4133.659668
	Iteration 65Q: 3 clusters Score -786286.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -786306.375000 Penalty: 4133.659668
	Iteration 66Q: 3 clusters Score -786306.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -786337.687500 Penalty: 4133.659668
	Iteration 67Q: 3 clusters Score -786337.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -786365.250000 Penalty: 4133.659668
	Iteration 68Q: 3 clusters Score -786365.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -786397.750000 Penalty: 4133.659668
	Iteration 69Q: 3 clusters Score -786397.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -786422.562500 Penalty: 4133.659668
	Iteration 70Q: 3 clusters Score -786422.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -786438.562500 Penalty: 4133.659668
	Iteration 71Q: 3 clusters Score -786438.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -786452.875000 Penalty: 4133.659668
	Iteration 72Q: 3 clusters Score -786452.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -786459.812500 Penalty: 4133.659668
	Iteration 73Q: 3 clusters Score -786459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -786459.437500 Penalty: 4133.659668
	Iteration 74Q: 3 clusters Score -786459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -786461.000000 Penalty: 4133.659668
	Iteration 75Q: 3 clusters Score -786461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -786461.375000 Penalty: 4133.659668
	Iteration 76Q: 3 clusters Score -786461.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -786462.062500 Penalty: 4133.659668
	Iteration 77Q: 3 clusters Score -786462.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -786462.062500 Penalty: 4133.659668
	Iteration 78F: 3 clusters Score -786462.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -64517.460938 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -64517.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63165.722656 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -63165.72 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63380.292969 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -63380.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63490.351562 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -63490.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63519.078125 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -63519.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63530.246094 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -63530.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63539.878906 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -63539.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63540.683594 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -63540.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63540.683594 Penalty: 2973.004883
	Iteration 7F: 3 clusters Score -63540.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (15376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Entering Unmasked Estep 
Score: -3216473.750000 Penalty: 2390.859619
	Iteration 0F: 2 clusters Score -3216474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3205514.250000 Penalty: 4781.719238
	Iteration 0F: 3 clusters Score -3205514 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3209109.500000 Penalty: 4781.719238
	Iteration 1F: 3 clusters Score -3209110 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3209458.000000 Penalty: 4781.719238
	Iteration 2F: 3 clusters Score -3209458 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3209711.250000 Penalty: 4781.719238
	Iteration 3Q: 3 clusters Score -3209711 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3209937.500000 Penalty: 4781.719238
	Iteration 4Q: 3 clusters Score -3209938 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3210140.750000 Penalty: 4781.719238
	Iteration 5Q: 3 clusters Score -3210141 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3210296.000000 Penalty: 4781.719238
	Iteration 6Q: 3 clusters Score -3210296 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3210424.000000 Penalty: 4781.719238
	Iteration 7Q: 3 clusters Score -3210424 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3210565.250000 Penalty: 4781.719238
	Iteration 8Q: 3 clusters Score -3210565 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3210728.750000 Penalty: 4781.719238
	Iteration 9Q: 3 clusters Score -3210729 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3210941.250000 Penalty: 4781.719238
	Iteration 10Q: 3 clusters Score -3210941 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3211210.000000 Penalty: 4781.719238
	Iteration 11Q: 3 clusters Score -3211210 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3211513.500000 Penalty: 4781.719238
	Iteration 12Q: 3 clusters Score -3211514 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3211875.250000 Penalty: 4781.719238
	Iteration 13Q: 3 clusters Score -3211875 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3212304.250000 Penalty: 4781.719238
	Iteration 14Q: 3 clusters Score -3212304 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3212774.000000 Penalty: 4781.719238
	Iteration 15Q: 3 clusters Score -3212774 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3213165.500000 Penalty: 4781.719238
	Iteration 16Q: 3 clusters Score -3213166 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3213551.000000 Penalty: 4781.719238
	Iteration 17Q: 3 clusters Score -3213551 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3213819.250000 Penalty: 4781.719238
	Iteration 18Q: 3 clusters Score -3213819 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3213992.500000 Penalty: 4781.719238
	Iteration 19Q: 3 clusters Score -3213992 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3214122.000000 Penalty: 4781.719238
	Iteration 20F: 3 clusters Score -3214122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3214211.250000 Penalty: 4781.719238
	Iteration 21Q: 3 clusters Score -3214211 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3214267.250000 Penalty: 4781.719238
	Iteration 22Q: 3 clusters Score -3214267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3214318.000000 Penalty: 4781.719238
	Iteration 23Q: 3 clusters Score -3214318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3214353.750000 Penalty: 4781.719238
	Iteration 24Q: 3 clusters Score -3214354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3214379.000000 Penalty: 4781.719238
	Iteration 25Q: 3 clusters Score -3214379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3214393.500000 Penalty: 4781.719238
	Iteration 26Q: 3 clusters Score -3214394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3214410.000000 Penalty: 4781.719238
	Iteration 27Q: 3 clusters Score -3214410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3214421.750000 Penalty: 4781.719238
	Iteration 28Q: 3 clusters Score -3214422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3214435.000000 Penalty: 4781.719238
	Iteration 29Q: 3 clusters Score -3214435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3214437.000000 Penalty: 4781.719238
	Iteration 30Q: 3 clusters Score -3214437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3214438.250000 Penalty: 4781.719238
	Iteration 31Q: 3 clusters Score -3214438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3214437.750000 Penalty: 4781.719238
	Iteration 32Q: 3 clusters Score -3214438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3214437.750000 Penalty: 4781.719238
	Iteration 33F: 3 clusters Score -3214438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (15914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Entering Unmasked Estep 
Score: -3341331.750000 Penalty: 2399.388672
	Iteration 0F: 2 clusters Score -3341332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3330163.750000 Penalty: 4798.777344
	Iteration 0F: 3 clusters Score -3330164 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3333783.500000 Penalty: 4798.777344
	Iteration 1F: 3 clusters Score -3333784 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3334153.500000 Penalty: 4798.777344
	Iteration 2F: 3 clusters Score -3334154 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3334404.750000 Penalty: 4798.777344
	Iteration 3Q: 3 clusters Score -3334405 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3334593.250000 Penalty: 4798.777344
	Iteration 4Q: 3 clusters Score -3334593 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3334742.000000 Penalty: 4798.777344
	Iteration 5Q: 3 clusters Score -3334742 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3334864.500000 Penalty: 4798.777344
	Iteration 6Q: 3 clusters Score -3334864 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3334966.250000 Penalty: 4798.777344
	Iteration 7Q: 3 clusters Score -3334966 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3335058.750000 Penalty: 4798.777344
	Iteration 8Q: 3 clusters Score -3335059 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3335122.750000 Penalty: 4798.777344
	Iteration 9Q: 3 clusters Score -3335123 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3335199.250000 Penalty: 4798.777344
	Iteration 10Q: 3 clusters Score -3335199 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3335252.250000 Penalty: 4798.777344
	Iteration 11Q: 3 clusters Score -3335252 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3335321.750000 Penalty: 4798.777344
	Iteration 12Q: 3 clusters Score -3335322 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3335396.500000 Penalty: 4798.777344
	Iteration 13Q: 3 clusters Score -3335396 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3335472.250000 Penalty: 4798.777344
	Iteration 14Q: 3 clusters Score -3335472 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3335542.750000 Penalty: 4798.777344
	Iteration 15Q: 3 clusters Score -3335543 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3335635.000000 Penalty: 4798.777344
	Iteration 16Q: 3 clusters Score -3335635 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3335751.000000 Penalty: 4798.777344
	Iteration 17Q: 3 clusters Score -3335751 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3335879.250000 Penalty: 4798.777344
	Iteration 18Q: 3 clusters Score -3335879 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3336060.750000 Penalty: 4798.777344
	Iteration 19Q: 3 clusters Score -3336061 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3336312.500000 Penalty: 4798.777344
	Iteration 20F: 3 clusters Score -3336312 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3336643.750000 Penalty: 4798.777344
	Iteration 21Q: 3 clusters Score -3336644 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3337097.750000 Penalty: 4798.777344
	Iteration 22Q: 3 clusters Score -3337098 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3337572.250000 Penalty: 4798.777344
	Iteration 23Q: 3 clusters Score -3337572 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3337981.000000 Penalty: 4798.777344
	Iteration 24Q: 3 clusters Score -3337981 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3338355.000000 Penalty: 4798.777344
	Iteration 25Q: 3 clusters Score -3338355 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3338645.000000 Penalty: 4798.777344
	Iteration 26Q: 3 clusters Score -3338645 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3338833.750000 Penalty: 4798.777344
	Iteration 27Q: 3 clusters Score -3338834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3338950.000000 Penalty: 4798.777344
	Iteration 28Q: 3 clusters Score -3338950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3339034.000000 Penalty: 4798.777344
	Iteration 29Q: 3 clusters Score -3339034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3339087.500000 Penalty: 4798.777344
	Iteration 30Q: 3 clusters Score -3339088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3339148.000000 Penalty: 4798.777344
	Iteration 31Q: 3 clusters Score -3339148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3339175.500000 Penalty: 4798.777344
	Iteration 32Q: 3 clusters Score -3339176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3339199.750000 Penalty: 4798.777344
	Iteration 33Q: 3 clusters Score -3339200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3339228.000000 Penalty: 4798.777344
	Iteration 34Q: 3 clusters Score -3339228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3339252.750000 Penalty: 4798.777344
	Iteration 35Q: 3 clusters Score -3339253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3339268.000000 Penalty: 4798.777344
	Iteration 36Q: 3 clusters Score -3339268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3339265.000000 Penalty: 4798.777344
	Iteration 37Q: 3 clusters Score -3339265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3339267.000000 Penalty: 4798.777344
	Iteration 38Q: 3 clusters Score -3339267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3339272.250000 Penalty: 4798.777344
	Iteration 39Q: 3 clusters Score -3339272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3339273.000000 Penalty: 4798.777344
	Iteration 40F: 3 clusters Score -3339273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -368200.781250 Penalty: 1878.744873
	Iteration 0F: 2 clusters Score -368200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -365657.562500 Penalty: 3757.489746
	Iteration 0F: 3 clusters Score -365657.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -366162.437500 Penalty: 3757.489746
	Iteration 1F: 3 clusters Score -366162.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -366261.656250 Penalty: 3757.489746
	Iteration 2F: 3 clusters Score -366261.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -366313.781250 Penalty: 3757.489746
	Iteration 3Q: 3 clusters Score -366313.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -366356.687500 Penalty: 3757.489746
	Iteration 4Q: 3 clusters Score -366356.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -366392.750000 Penalty: 3757.489746
	Iteration 5Q: 3 clusters Score -366392.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -366413.375000 Penalty: 3757.489746
	Iteration 6Q: 3 clusters Score -366413.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -366426.968750 Penalty: 3757.489746
	Iteration 7Q: 3 clusters Score -366427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -366436.562500 Penalty: 3757.489746
	Iteration 8Q: 3 clusters Score -366436.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -366446.562500 Penalty: 3757.489746
	Iteration 9Q: 3 clusters Score -366446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -366452.062500 Penalty: 3757.489746
	Iteration 10Q: 3 clusters Score -366452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -366459.531250 Penalty: 3757.489746
	Iteration 11Q: 3 clusters Score -366459.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -366467.312500 Penalty: 3757.489746
	Iteration 12Q: 3 clusters Score -366467.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366474.343750 Penalty: 3757.489746
	Iteration 13Q: 3 clusters Score -366474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -366479.187500 Penalty: 3757.489746
	Iteration 14Q: 3 clusters Score -366479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -366484.531250 Penalty: 3757.489746
	Iteration 15Q: 3 clusters Score -366484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -366486.812500 Penalty: 3757.489746
	Iteration 16Q: 3 clusters Score -366486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -366489.312500 Penalty: 3757.489746
	Iteration 17Q: 3 clusters Score -366489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -366491.468750 Penalty: 3757.489746
	Iteration 18Q: 3 clusters Score -366491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -366493.437500 Penalty: 3757.489746
	Iteration 19Q: 3 clusters Score -366493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -366495.687500 Penalty: 3757.489746
	Iteration 20F: 3 clusters Score -366495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -366495.875000 Penalty: 3757.489746
	Iteration 21Q: 3 clusters Score -366495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -366496.906250 Penalty: 3757.489746
	Iteration 22Q: 3 clusters Score -366496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -366497.812500 Penalty: 3757.489746
	Iteration 23Q: 3 clusters Score -366497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -366498.781250 Penalty: 3757.489746
	Iteration 24Q: 3 clusters Score -366498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -366499.656250 Penalty: 3757.489746
	Iteration 25Q: 3 clusters Score -366499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -366501.437500 Penalty: 3757.489746
	Iteration 26Q: 3 clusters Score -366501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -366503.218750 Penalty: 3757.489746
	Iteration 27Q: 3 clusters Score -366503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -366503.468750 Penalty: 3757.489746
	Iteration 28Q: 3 clusters Score -366503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -366504.406250 Penalty: 3757.489746
	Iteration 29Q: 3 clusters Score -366504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -366505.312500 Penalty: 3757.489746
	Iteration 30Q: 3 clusters Score -366505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -366506.250000 Penalty: 3757.489746
	Iteration 31Q: 3 clusters Score -366506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -366506.250000 Penalty: 3757.489746
	Iteration 32F: 3 clusters Score -366506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (34657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Entering Unmasked Estep 
Score: -6743503.500000 Penalty: 2592.407227
	Iteration 0F: 2 clusters Score -6743504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -6721758.500000 Penalty: 5184.814453
	Iteration 0F: 3 clusters Score -6721758 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -6730025.500000 Penalty: 5184.814453
	Iteration 1F: 3 clusters Score -6730026 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -6730516.000000 Penalty: 5184.814453
	Iteration 2Q: 3 clusters Score -6730516 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -6730910.000000 Penalty: 5184.814453
	Iteration 3Q: 3 clusters Score -6730910 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -6731246.500000 Penalty: 5184.814453
	Iteration 4Q: 3 clusters Score -6731246 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -6731576.500000 Penalty: 5184.814453
	Iteration 5Q: 3 clusters Score -6731576 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -6731920.500000 Penalty: 5184.814453
	Iteration 6Q: 3 clusters Score -6731920 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -6732197.500000 Penalty: 5184.814453
	Iteration 7Q: 3 clusters Score -6732198 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -6732506.500000 Penalty: 5184.814453
	Iteration 8Q: 3 clusters Score -6732506 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -6732873.000000 Penalty: 5184.814453
	Iteration 9Q: 3 clusters Score -6732873 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -6733265.000000 Penalty: 5184.814453
	Iteration 10Q: 3 clusters Score -6733265 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -6733740.000000 Penalty: 5184.814453
	Iteration 11Q: 3 clusters Score -6733740 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -6734376.000000 Penalty: 5184.814453
	Iteration 12Q: 3 clusters Score -6734376 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -6735108.500000 Penalty: 5184.814453
	Iteration 13Q: 3 clusters Score -6735108 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -6736093.000000 Penalty: 5184.814453
	Iteration 14Q: 3 clusters Score -6736093 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -6737137.000000 Penalty: 5184.814453
	Iteration 15Q: 3 clusters Score -6737137 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6738014.500000 Penalty: 5184.814453
	Iteration 16Q: 3 clusters Score -6738014 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -6738661.000000 Penalty: 5184.814453
	Iteration 17Q: 3 clusters Score -6738661 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -6739173.500000 Penalty: 5184.814453
	Iteration 18Q: 3 clusters Score -6739174 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -6739653.500000 Penalty: 5184.814453
	Iteration 19Q: 3 clusters Score -6739654 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -6740138.500000 Penalty: 5184.814453
	Iteration 20F: 3 clusters Score -6740138 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -6740529.000000 Penalty: 5184.814453
	Iteration 21Q: 3 clusters Score -6740529 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -6740892.000000 Penalty: 5184.814453
	Iteration 22Q: 3 clusters Score -6740892 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6741136.000000 Penalty: 5184.814453
	Iteration 23Q: 3 clusters Score -6741136 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -6741365.500000 Penalty: 5184.814453
	Iteration 24Q: 3 clusters Score -6741366 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -6741585.500000 Penalty: 5184.814453
	Iteration 25Q: 3 clusters Score -6741586 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -6741729.000000 Penalty: 5184.814453
	Iteration 26Q: 3 clusters Score -6741729 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6741889.000000 Penalty: 5184.814453
	Iteration 27Q: 3 clusters Score -6741889 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -6742008.500000 Penalty: 5184.814453
	Iteration 28Q: 3 clusters Score -6742008 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -6742104.000000 Penalty: 5184.814453
	Iteration 29Q: 3 clusters Score -6742104 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -6742146.000000 Penalty: 5184.814453
	Iteration 30Q: 3 clusters Score -6742146 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -6742193.000000 Penalty: 5184.814453
	Iteration 31Q: 3 clusters Score -6742193 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -6742188.000000 Penalty: 5184.814453
	Iteration 32Q: 3 clusters Score -6742188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -6742209.500000 Penalty: 5184.814453
	Iteration 33Q: 3 clusters Score -6742210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -6742236.500000 Penalty: 5184.814453
	Iteration 34Q: 3 clusters Score -6742236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -6742247.500000 Penalty: 5184.814453
	Iteration 35Q: 3 clusters Score -6742248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -6742256.000000 Penalty: 5184.814453
	Iteration 36Q: 3 clusters Score -6742256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -6742233.500000 Penalty: 5184.814453
	Iteration 37Q: 3 clusters Score -6742234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -6742243.000000 Penalty: 5184.814453
	Iteration 38Q: 3 clusters Score -6742243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -6742250.000000 Penalty: 5184.814453
	Iteration 39Q: 3 clusters Score -6742250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -6742257.500000 Penalty: 5184.814453
	Iteration 40F: 3 clusters Score -6742258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -6742270.500000 Penalty: 5184.814453
	Iteration 41Q: 3 clusters Score -6742270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -6742269.000000 Penalty: 5184.814453
	Iteration 42Q: 3 clusters Score -6742269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6742272.500000 Penalty: 5184.814453
	Iteration 43Q: 3 clusters Score -6742272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -6742270.000000 Penalty: 5184.814453
	Iteration 44Q: 3 clusters Score -6742270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -6742261.000000 Penalty: 5184.814453
	Iteration 45Q: 3 clusters Score -6742261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -6742261.000000 Penalty: 5184.814453
	Iteration 46Q: 3 clusters Score -6742261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -6742257.000000 Penalty: 5184.814453
	Iteration 47Q: 3 clusters Score -6742257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -6742259.500000 Penalty: 5184.814453
	Iteration 48Q: 3 clusters Score -6742260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -6742261.000000 Penalty: 5184.814453
	Iteration 49Q: 3 clusters Score -6742261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -6742262.500000 Penalty: 5184.814453
	Iteration 50Q: 3 clusters Score -6742262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -6742266.000000 Penalty: 5184.814453
	Iteration 51Q: 3 clusters Score -6742266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -6742268.000000 Penalty: 5184.814453
	Iteration 52Q: 3 clusters Score -6742268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6742270.000000 Penalty: 5184.814453
	Iteration 53Q: 3 clusters Score -6742270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6742269.000000 Penalty: 5184.814453
	Iteration 54Q: 3 clusters Score -6742269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6742269.000000 Penalty: 5184.814453
	Iteration 55F: 3 clusters Score -6742269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (36889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Entering Unmasked Estep 
Score: -7184827.000000 Penalty: 2607.885986
	Iteration 0F: 2 clusters Score -7184827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -7162838.000000 Penalty: 5215.771973
	Iteration 0F: 3 clusters Score -7162838 nChanged 16962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -7172401.000000 Penalty: 5215.771973
	Iteration 1F: 3 clusters Score -7172401 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -7173537.000000 Penalty: 5215.771973
	Iteration 2F: 3 clusters Score -7173537 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -7175273.000000 Penalty: 5215.771973
	Iteration 3F: 3 clusters Score -7175273 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -7177801.500000 Penalty: 5215.771973
	Iteration 4F: 3 clusters Score -7177802 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -7180759.500000 Penalty: 5215.771973
	Iteration 5F: 3 clusters Score -7180760 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -7182724.000000 Penalty: 5215.771973
	Iteration 6F: 3 clusters Score -7182724 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -7183639.000000 Penalty: 5215.771973
	Iteration 7Q: 3 clusters Score -7183639 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -7184167.000000 Penalty: 5215.771973
	Iteration 8Q: 3 clusters Score -7184167 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -7184366.500000 Penalty: 5215.771973
	Iteration 9Q: 3 clusters Score -7184366 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -7184547.500000 Penalty: 5215.771973
	Iteration 10Q: 3 clusters Score -7184548 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -7184606.500000 Penalty: 5215.771973
	Iteration 11Q: 3 clusters Score -7184606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -7184651.000000 Penalty: 5215.771973
	Iteration 12Q: 3 clusters Score -7184651 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -7184676.000000 Penalty: 5215.771973
	Iteration 13Q: 3 clusters Score -7184676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -7184694.000000 Penalty: 5215.771973
	Iteration 14Q: 3 clusters Score -7184694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -7184734.000000 Penalty: 5215.771973
	Iteration 15Q: 3 clusters Score -7184734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -7184736.000000 Penalty: 5215.771973
	Iteration 16Q: 3 clusters Score -7184736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -7184739.000000 Penalty: 5215.771973
	Iteration 17Q: 3 clusters Score -7184739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -7184752.000000 Penalty: 5215.771973
	Iteration 18Q: 3 clusters Score -7184752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -7184742.000000 Penalty: 5215.771973
	Iteration 19Q: 3 clusters Score -7184742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -7184741.000000 Penalty: 5215.771973
	Iteration 20F: 3 clusters Score -7184741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -7184733.500000 Penalty: 5215.771973
	Iteration 21Q: 3 clusters Score -7184734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -7184734.500000 Penalty: 5215.771973
	Iteration 22Q: 3 clusters Score -7184734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -7184734.500000 Penalty: 5215.771973
	Iteration 23Q: 3 clusters Score -7184734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -7184729.000000 Penalty: 5215.771973
	Iteration 24Q: 3 clusters Score -7184729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -7184737.500000 Penalty: 5215.771973
	Iteration 25Q: 3 clusters Score -7184738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -7184741.500000 Penalty: 5215.771973
	Iteration 26Q: 3 clusters Score -7184742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -7184735.500000 Penalty: 5215.771973
	Iteration 27Q: 3 clusters Score -7184736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -7184743.000000 Penalty: 5215.771973
	Iteration 28Q: 3 clusters Score -7184743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -7184741.500000 Penalty: 5215.771973
	Iteration 29Q: 3 clusters Score -7184742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -7184740.000000 Penalty: 5215.771973
	Iteration 30Q: 3 clusters Score -7184740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -7184742.500000 Penalty: 5215.771973
	Iteration 31Q: 3 clusters Score -7184742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -7184736.500000 Penalty: 5215.771973
	Iteration 32Q: 3 clusters Score -7184736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -7184736.500000 Penalty: 5215.771973
	Iteration 33F: 3 clusters Score -7184736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Entering Unmasked Estep 
Score: -3401666.000000 Penalty: 2402.285889
	Iteration 0F: 2 clusters Score -3401666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3391414.000000 Penalty: 4804.571777
	Iteration 0F: 3 clusters Score -3391414 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3395108.750000 Penalty: 4804.571777
	Iteration 1F: 3 clusters Score -3395109 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3395470.250000 Penalty: 4804.571777
	Iteration 2F: 3 clusters Score -3395470 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3395834.250000 Penalty: 4804.571777
	Iteration 3F: 3 clusters Score -3395834 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3396144.500000 Penalty: 4804.571777
	Iteration 4Q: 3 clusters Score -3396144 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3396485.500000 Penalty: 4804.571777
	Iteration 5Q: 3 clusters Score -3396486 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3396888.500000 Penalty: 4804.571777
	Iteration 6Q: 3 clusters Score -3396888 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3397313.250000 Penalty: 4804.571777
	Iteration 7Q: 3 clusters Score -3397313 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3397754.750000 Penalty: 4804.571777
	Iteration 8Q: 3 clusters Score -3397755 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3398337.750000 Penalty: 4804.571777
	Iteration 9Q: 3 clusters Score -3398338 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3398909.250000 Penalty: 4804.571777
	Iteration 10Q: 3 clusters Score -3398909 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3399358.500000 Penalty: 4804.571777
	Iteration 11Q: 3 clusters Score -3399358 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3399602.000000 Penalty: 4804.571777
	Iteration 12Q: 3 clusters Score -3399602 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3399747.000000 Penalty: 4804.571777
	Iteration 13Q: 3 clusters Score -3399747 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3399849.750000 Penalty: 4804.571777
	Iteration 14Q: 3 clusters Score -3399850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3399937.000000 Penalty: 4804.571777
	Iteration 15Q: 3 clusters Score -3399937 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3399988.000000 Penalty: 4804.571777
	Iteration 16Q: 3 clusters Score -3399988 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3400020.000000 Penalty: 4804.571777
	Iteration 17Q: 3 clusters Score -3400020 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3400054.500000 Penalty: 4804.571777
	Iteration 18Q: 3 clusters Score -3400054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3400075.750000 Penalty: 4804.571777
	Iteration 19Q: 3 clusters Score -3400076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3400128.750000 Penalty: 4804.571777
	Iteration 20F: 3 clusters Score -3400129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3400140.250000 Penalty: 4804.571777
	Iteration 21Q: 3 clusters Score -3400140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3400151.000000 Penalty: 4804.571777
	Iteration 22Q: 3 clusters Score -3400151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3400174.250000 Penalty: 4804.571777
	Iteration 23Q: 3 clusters Score -3400174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3400188.500000 Penalty: 4804.571777
	Iteration 24Q: 3 clusters Score -3400188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3400206.000000 Penalty: 4804.571777
	Iteration 25Q: 3 clusters Score -3400206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3400214.750000 Penalty: 4804.571777
	Iteration 26Q: 3 clusters Score -3400215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3400220.500000 Penalty: 4804.571777
	Iteration 27Q: 3 clusters Score -3400220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3400237.500000 Penalty: 4804.571777
	Iteration 28Q: 3 clusters Score -3400238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3400239.250000 Penalty: 4804.571777
	Iteration 29Q: 3 clusters Score -3400239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3400262.000000 Penalty: 4804.571777
	Iteration 30Q: 3 clusters Score -3400262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3400268.250000 Penalty: 4804.571777
	Iteration 31Q: 3 clusters Score -3400268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3400276.000000 Penalty: 4804.571777
	Iteration 32Q: 3 clusters Score -3400276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3400273.500000 Penalty: 4804.571777
	Iteration 33Q: 3 clusters Score -3400274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3400288.000000 Penalty: 4804.571777
	Iteration 34Q: 3 clusters Score -3400288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3400284.750000 Penalty: 4804.571777
	Iteration 35Q: 3 clusters Score -3400285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3400295.000000 Penalty: 4804.571777
	Iteration 36Q: 3 clusters Score -3400295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3400306.000000 Penalty: 4804.571777
	Iteration 37Q: 3 clusters Score -3400306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3400323.000000 Penalty: 4804.571777
	Iteration 38Q: 3 clusters Score -3400323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3400316.000000 Penalty: 4804.571777
	Iteration 39Q: 3 clusters Score -3400316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3400325.250000 Penalty: 4804.571777
	Iteration 40F: 3 clusters Score -3400325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3400317.000000 Penalty: 4804.571777
	Iteration 41Q: 3 clusters Score -3400317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3400322.000000 Penalty: 4804.571777
	Iteration 42Q: 3 clusters Score -3400322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3400324.250000 Penalty: 4804.571777
	Iteration 43Q: 3 clusters Score -3400324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3400326.750000 Penalty: 4804.571777
	Iteration 44Q: 3 clusters Score -3400327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3400339.500000 Penalty: 4804.571777
	Iteration 45Q: 3 clusters Score -3400340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3400340.250000 Penalty: 4804.571777
	Iteration 46Q: 3 clusters Score -3400340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3400339.000000 Penalty: 4804.571777
	Iteration 47Q: 3 clusters Score -3400339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3400339.500000 Penalty: 4804.571777
	Iteration 48Q: 3 clusters Score -3400340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3400346.750000 Penalty: 4804.571777
	Iteration 49Q: 3 clusters Score -3400347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3400342.750000 Penalty: 4804.571777
	Iteration 50Q: 3 clusters Score -3400343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3400340.500000 Penalty: 4804.571777
	Iteration 51Q: 3 clusters Score -3400340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3400340.750000 Penalty: 4804.571777
	Iteration 52Q: 3 clusters Score -3400341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3400343.750000 Penalty: 4804.571777
	Iteration 53Q: 3 clusters Score -3400344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3400346.500000 Penalty: 4804.571777
	Iteration 54Q: 3 clusters Score -3400346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3400346.500000 Penalty: 4804.571777
	Iteration 55Q: 3 clusters Score -3400346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3400349.750000 Penalty: 4804.571777
	Iteration 56Q: 3 clusters Score -3400350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3400344.000000 Penalty: 4804.571777
	Iteration 57Q: 3 clusters Score -3400344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3400350.750000 Penalty: 4804.571777
	Iteration 58Q: 3 clusters Score -3400351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3400353.000000 Penalty: 4804.571777
	Iteration 59Q: 3 clusters Score -3400353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3400358.250000 Penalty: 4804.571777
	Iteration 60F: 3 clusters Score -3400358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3400355.250000 Penalty: 4804.571777
	Iteration 61Q: 3 clusters Score -3400355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3400363.500000 Penalty: 4804.571777
	Iteration 62Q: 3 clusters Score -3400364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3400363.250000 Penalty: 4804.571777
	Iteration 63Q: 3 clusters Score -3400363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3400363.000000 Penalty: 4804.571777
	Iteration 64Q: 3 clusters Score -3400363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3400362.500000 Penalty: 4804.571777
	Iteration 65Q: 3 clusters Score -3400362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3400366.500000 Penalty: 4804.571777
	Iteration 66Q: 3 clusters Score -3400366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3400367.000000 Penalty: 4804.571777
	Iteration 67Q: 3 clusters Score -3400367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3400367.000000 Penalty: 4804.571777
	Iteration 68Q: 3 clusters Score -3400367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3400358.000000 Penalty: 4804.571777
	Iteration 69Q: 3 clusters Score -3400358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3400360.750000 Penalty: 4804.571777
	Iteration 70Q: 3 clusters Score -3400361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3400363.000000 Penalty: 4804.571777
	Iteration 71Q: 3 clusters Score -3400363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3400363.750000 Penalty: 4804.571777
	Iteration 72Q: 3 clusters Score -3400364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3400368.750000 Penalty: 4804.571777
	Iteration 73Q: 3 clusters Score -3400369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3400368.000000 Penalty: 4804.571777
	Iteration 74Q: 3 clusters Score -3400368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3400366.250000 Penalty: 4804.571777
	Iteration 75Q: 3 clusters Score -3400366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3400364.000000 Penalty: 4804.571777
	Iteration 76Q: 3 clusters Score -3400364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3400368.500000 Penalty: 4804.571777
	Iteration 77Q: 3 clusters Score -3400368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3400371.000000 Penalty: 4804.571777
	Iteration 78Q: 3 clusters Score -3400371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3400372.250000 Penalty: 4804.571777
	Iteration 79Q: 3 clusters Score -3400372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3400370.250000 Penalty: 4804.571777
	Iteration 80F: 3 clusters Score -3400370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3400366.000000 Penalty: 4804.571777
	Iteration 81Q: 3 clusters Score -3400366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3400366.000000 Penalty: 4804.571777
	Iteration 82F: 3 clusters Score -3400366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -68482.929688 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -68482.93 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 203 members 
Entering Unmasked Estep 
Score: -67046.890625 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -67046.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67244.507812 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -67244.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67332.070312 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -67332.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67402.054688 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -67402.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67419.671875 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -67419.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -67433.968750 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -67433.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67446.164062 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -67446.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67447.812500 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -67447.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67447.812500 Penalty: 2966.781494
	Iteration 8F: 3 clusters Score -67447.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -88242.851562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -88242.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86791.671875 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -86791.67 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87132.398438 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -87132.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87431.281250 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -87431.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -87582.296875 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -87582.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -87671.218750 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -87671.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -87787.796875 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -87787.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -87910.312500 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -87910.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -87977.617188 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -87977.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -88015.250000 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -88015.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -88026.765625 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -88026.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -88040.351562 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -88040.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -88061.656250 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -88061.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -88065.359375 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -88065.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -88069.429688 Penalty: 3188.340332
	Iteration 13F: 3 clusters Score -88069.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -88113.195312 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -88113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -88120.132812 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -88120.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -88124.921875 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -88124.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -88127.843750 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -88127.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -88127.843750 Penalty: 3188.340332
	Iteration 18F: 3 clusters Score -88127.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (15986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Entering Unmasked Estep 
Score: -3365332.000000 Penalty: 2400.508057
	Iteration 0F: 2 clusters Score -3365332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3354514.250000 Penalty: 4801.016113
	Iteration 0F: 3 clusters Score -3354514 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3358237.000000 Penalty: 4801.016113
	Iteration 1F: 3 clusters Score -3358237 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3358583.250000 Penalty: 4801.016113
	Iteration 2F: 3 clusters Score -3358583 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3358802.750000 Penalty: 4801.016113
	Iteration 3Q: 3 clusters Score -3358803 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3358939.500000 Penalty: 4801.016113
	Iteration 4Q: 3 clusters Score -3358940 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3359035.750000 Penalty: 4801.016113
	Iteration 5Q: 3 clusters Score -3359036 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3359126.750000 Penalty: 4801.016113
	Iteration 6Q: 3 clusters Score -3359127 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3359211.500000 Penalty: 4801.016113
	Iteration 7Q: 3 clusters Score -3359212 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3359273.250000 Penalty: 4801.016113
	Iteration 8Q: 3 clusters Score -3359273 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3359344.250000 Penalty: 4801.016113
	Iteration 9Q: 3 clusters Score -3359344 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3359392.750000 Penalty: 4801.016113
	Iteration 10Q: 3 clusters Score -3359393 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3359458.750000 Penalty: 4801.016113
	Iteration 11Q: 3 clusters Score -3359459 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3359523.750000 Penalty: 4801.016113
	Iteration 12Q: 3 clusters Score -3359524 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3359583.250000 Penalty: 4801.016113
	Iteration 13Q: 3 clusters Score -3359583 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3359659.750000 Penalty: 4801.016113
	Iteration 14Q: 3 clusters Score -3359660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3359736.750000 Penalty: 4801.016113
	Iteration 15Q: 3 clusters Score -3359737 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3359826.750000 Penalty: 4801.016113
	Iteration 16Q: 3 clusters Score -3359827 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3359940.250000 Penalty: 4801.016113
	Iteration 17Q: 3 clusters Score -3359940 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3360073.500000 Penalty: 4801.016113
	Iteration 18Q: 3 clusters Score -3360074 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3360268.000000 Penalty: 4801.016113
	Iteration 19Q: 3 clusters Score -3360268 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3360503.000000 Penalty: 4801.016113
	Iteration 20F: 3 clusters Score -3360503 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3360846.250000 Penalty: 4801.016113
	Iteration 21Q: 3 clusters Score -3360846 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3361279.500000 Penalty: 4801.016113
	Iteration 22Q: 3 clusters Score -3361280 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3361750.250000 Penalty: 4801.016113
	Iteration 23Q: 3 clusters Score -3361750 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3362112.000000 Penalty: 4801.016113
	Iteration 24Q: 3 clusters Score -3362112 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3362333.250000 Penalty: 4801.016113
	Iteration 25Q: 3 clusters Score -3362333 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3362495.750000 Penalty: 4801.016113
	Iteration 26Q: 3 clusters Score -3362496 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3362607.750000 Penalty: 4801.016113
	Iteration 27Q: 3 clusters Score -3362608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3362697.000000 Penalty: 4801.016113
	Iteration 28Q: 3 clusters Score -3362697 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3362783.500000 Penalty: 4801.016113
	Iteration 29Q: 3 clusters Score -3362784 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3362851.250000 Penalty: 4801.016113
	Iteration 30Q: 3 clusters Score -3362851 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3362898.500000 Penalty: 4801.016113
	Iteration 31Q: 3 clusters Score -3362898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3362932.500000 Penalty: 4801.016113
	Iteration 32Q: 3 clusters Score -3362932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3362974.000000 Penalty: 4801.016113
	Iteration 33Q: 3 clusters Score -3362974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3363010.000000 Penalty: 4801.016113
	Iteration 34Q: 3 clusters Score -3363010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3363041.000000 Penalty: 4801.016113
	Iteration 35Q: 3 clusters Score -3363041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3363073.250000 Penalty: 4801.016113
	Iteration 36Q: 3 clusters Score -3363073 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3363100.750000 Penalty: 4801.016113
	Iteration 37Q: 3 clusters Score -3363101 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3363127.000000 Penalty: 4801.016113
	Iteration 38Q: 3 clusters Score -3363127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3363152.250000 Penalty: 4801.016113
	Iteration 39Q: 3 clusters Score -3363152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3363180.500000 Penalty: 4801.016113
	Iteration 40F: 3 clusters Score -3363180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3363187.000000 Penalty: 4801.016113
	Iteration 41Q: 3 clusters Score -3363187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3363204.750000 Penalty: 4801.016113
	Iteration 42Q: 3 clusters Score -3363205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3363204.250000 Penalty: 4801.016113
	Iteration 43Q: 3 clusters Score -3363204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3363219.500000 Penalty: 4801.016113
	Iteration 44Q: 3 clusters Score -3363220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3363237.250000 Penalty: 4801.016113
	Iteration 45Q: 3 clusters Score -3363237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3363245.750000 Penalty: 4801.016113
	Iteration 46Q: 3 clusters Score -3363246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3363256.500000 Penalty: 4801.016113
	Iteration 47Q: 3 clusters Score -3363256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3363263.750000 Penalty: 4801.016113
	Iteration 48Q: 3 clusters Score -3363264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3363273.250000 Penalty: 4801.016113
	Iteration 49Q: 3 clusters Score -3363273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3363279.000000 Penalty: 4801.016113
	Iteration 50Q: 3 clusters Score -3363279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3363294.000000 Penalty: 4801.016113
	Iteration 51Q: 3 clusters Score -3363294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3363304.750000 Penalty: 4801.016113
	Iteration 52Q: 3 clusters Score -3363305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3363306.000000 Penalty: 4801.016113
	Iteration 53Q: 3 clusters Score -3363306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3363313.500000 Penalty: 4801.016113
	Iteration 54Q: 3 clusters Score -3363314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3363320.750000 Penalty: 4801.016113
	Iteration 55Q: 3 clusters Score -3363321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3363320.250000 Penalty: 4801.016113
	Iteration 56Q: 3 clusters Score -3363320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3363320.750000 Penalty: 4801.016113
	Iteration 57Q: 3 clusters Score -3363321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3363324.500000 Penalty: 4801.016113
	Iteration 58Q: 3 clusters Score -3363324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3363336.750000 Penalty: 4801.016113
	Iteration 59Q: 3 clusters Score -3363337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3363344.500000 Penalty: 4801.016113
	Iteration 60F: 3 clusters Score -3363344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3363341.750000 Penalty: 4801.016113
	Iteration 61Q: 3 clusters Score -3363342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3363356.500000 Penalty: 4801.016113
	Iteration 62Q: 3 clusters Score -3363356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3363368.000000 Penalty: 4801.016113
	Iteration 63Q: 3 clusters Score -3363368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3363373.250000 Penalty: 4801.016113
	Iteration 64Q: 3 clusters Score -3363373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3363380.250000 Penalty: 4801.016113
	Iteration 65Q: 3 clusters Score -3363380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3363387.500000 Penalty: 4801.016113
	Iteration 66Q: 3 clusters Score -3363388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3363387.500000 Penalty: 4801.016113
	Iteration 67Q: 3 clusters Score -3363388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3363396.750000 Penalty: 4801.016113
	Iteration 68Q: 3 clusters Score -3363397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3363388.250000 Penalty: 4801.016113
	Iteration 69Q: 3 clusters Score -3363388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3363392.000000 Penalty: 4801.016113
	Iteration 70Q: 3 clusters Score -3363392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3363394.000000 Penalty: 4801.016113
	Iteration 71Q: 3 clusters Score -3363394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3363405.500000 Penalty: 4801.016113
	Iteration 72Q: 3 clusters Score -3363406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3363416.750000 Penalty: 4801.016113
	Iteration 73Q: 3 clusters Score -3363417 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3363411.000000 Penalty: 4801.016113
	Iteration 74Q: 3 clusters Score -3363411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3363419.250000 Penalty: 4801.016113
	Iteration 75Q: 3 clusters Score -3363419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3363411.500000 Penalty: 4801.016113
	Iteration 76Q: 3 clusters Score -3363412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3363424.500000 Penalty: 4801.016113
	Iteration 77Q: 3 clusters Score -3363424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3363412.500000 Penalty: 4801.016113
	Iteration 78Q: 3 clusters Score -3363412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3363425.500000 Penalty: 4801.016113
	Iteration 79Q: 3 clusters Score -3363426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3363418.000000 Penalty: 4801.016113
	Iteration 80F: 3 clusters Score -3363418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3363413.500000 Penalty: 4801.016113
	Iteration 81Q: 3 clusters Score -3363414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3363411.000000 Penalty: 4801.016113
	Iteration 82Q: 3 clusters Score -3363411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3363418.500000 Penalty: 4801.016113
	Iteration 83Q: 3 clusters Score -3363418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3363418.750000 Penalty: 4801.016113
	Iteration 84Q: 3 clusters Score -3363419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3363423.750000 Penalty: 4801.016113
	Iteration 85Q: 3 clusters Score -3363424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3363414.500000 Penalty: 4801.016113
	Iteration 86Q: 3 clusters Score -3363414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3363419.250000 Penalty: 4801.016113
	Iteration 87Q: 3 clusters Score -3363419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3363418.750000 Penalty: 4801.016113
	Iteration 88Q: 3 clusters Score -3363419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3363418.000000 Penalty: 4801.016113
	Iteration 89Q: 3 clusters Score -3363418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3363426.750000 Penalty: 4801.016113
	Iteration 90Q: 3 clusters Score -3363427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3363429.750000 Penalty: 4801.016113
	Iteration 91Q: 3 clusters Score -3363430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3363430.750000 Penalty: 4801.016113
	Iteration 92Q: 3 clusters Score -3363431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3363432.500000 Penalty: 4801.016113
	Iteration 93Q: 3 clusters Score -3363432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3363433.250000 Penalty: 4801.016113
	Iteration 94Q: 3 clusters Score -3363433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3363430.250000 Penalty: 4801.016113
	Iteration 95Q: 3 clusters Score -3363430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3363439.000000 Penalty: 4801.016113
	Iteration 96Q: 3 clusters Score -3363439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3363432.750000 Penalty: 4801.016113
	Iteration 97Q: 3 clusters Score -3363433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3363435.000000 Penalty: 4801.016113
	Iteration 98Q: 3 clusters Score -3363435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3363437.000000 Penalty: 4801.016113
	Iteration 99Q: 3 clusters Score -3363437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3363443.000000 Penalty: 4801.016113
	Iteration 100F: 3 clusters Score -3363443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3363455.750000 Penalty: 4801.016113
	Iteration 101Q: 3 clusters Score -3363456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3363457.500000 Penalty: 4801.016113
	Iteration 102Q: 3 clusters Score -3363458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3363453.000000 Penalty: 4801.016113
	Iteration 103Q: 3 clusters Score -3363453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3363452.500000 Penalty: 4801.016113
	Iteration 104Q: 3 clusters Score -3363452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3363454.500000 Penalty: 4801.016113
	Iteration 105Q: 3 clusters Score -3363454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3363453.250000 Penalty: 4801.016113
	Iteration 106Q: 3 clusters Score -3363453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3363453.500000 Penalty: 4801.016113
	Iteration 107Q: 3 clusters Score -3363454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3363451.250000 Penalty: 4801.016113
	Iteration 108Q: 3 clusters Score -3363451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3363447.500000 Penalty: 4801.016113
	Iteration 109Q: 3 clusters Score -3363448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3363456.500000 Penalty: 4801.016113
	Iteration 110Q: 3 clusters Score -3363456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3363456.500000 Penalty: 4801.016113
	Iteration 111Q: 3 clusters Score -3363456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3363453.250000 Penalty: 4801.016113
	Iteration 112Q: 3 clusters Score -3363453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3363454.000000 Penalty: 4801.016113
	Iteration 113Q: 3 clusters Score -3363454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3363452.500000 Penalty: 4801.016113
	Iteration 114Q: 3 clusters Score -3363452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3363449.500000 Penalty: 4801.016113
	Iteration 115Q: 3 clusters Score -3363450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3363449.250000 Penalty: 4801.016113
	Iteration 116Q: 3 clusters Score -3363449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3363447.750000 Penalty: 4801.016113
	Iteration 117Q: 3 clusters Score -3363448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3363450.000000 Penalty: 4801.016113
	Iteration 118Q: 3 clusters Score -3363450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3363445.500000 Penalty: 4801.016113
	Iteration 119Q: 3 clusters Score -3363446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3363448.750000 Penalty: 4801.016113
	Iteration 120F: 3 clusters Score -3363449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3363452.750000 Penalty: 4801.016113
	Iteration 121Q: 3 clusters Score -3363453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3363447.500000 Penalty: 4801.016113
	Iteration 122Q: 3 clusters Score -3363448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3363446.000000 Penalty: 4801.016113
	Iteration 123Q: 3 clusters Score -3363446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3363449.500000 Penalty: 4801.016113
	Iteration 124Q: 3 clusters Score -3363450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3363456.750000 Penalty: 4801.016113
	Iteration 125Q: 3 clusters Score -3363457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3363451.750000 Penalty: 4801.016113
	Iteration 126Q: 3 clusters Score -3363452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3363456.500000 Penalty: 4801.016113
	Iteration 127Q: 3 clusters Score -3363456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3363455.500000 Penalty: 4801.016113
	Iteration 128Q: 3 clusters Score -3363456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3363452.250000 Penalty: 4801.016113
	Iteration 129Q: 3 clusters Score -3363452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3363457.250000 Penalty: 4801.016113
	Iteration 130Q: 3 clusters Score -3363457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3363454.750000 Penalty: 4801.016113
	Iteration 131Q: 3 clusters Score -3363455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3363458.500000 Penalty: 4801.016113
	Iteration 132Q: 3 clusters Score -3363458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3363458.000000 Penalty: 4801.016113
	Iteration 133Q: 3 clusters Score -3363458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3363458.500000 Penalty: 4801.016113
	Iteration 134Q: 3 clusters Score -3363458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3363465.000000 Penalty: 4801.016113
	Iteration 135Q: 3 clusters Score -3363465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3363463.500000 Penalty: 4801.016113
	Iteration 136Q: 3 clusters Score -3363464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3363461.250000 Penalty: 4801.016113
	Iteration 137Q: 3 clusters Score -3363461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3363463.750000 Penalty: 4801.016113
	Iteration 138Q: 3 clusters Score -3363464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3363465.000000 Penalty: 4801.016113
	Iteration 139Q: 3 clusters Score -3363465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3363462.750000 Penalty: 4801.016113
	Iteration 140F: 3 clusters Score -3363463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3363460.000000 Penalty: 4801.016113
	Iteration 141Q: 3 clusters Score -3363460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3363460.750000 Penalty: 4801.016113
	Iteration 142Q: 3 clusters Score -3363461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3363466.250000 Penalty: 4801.016113
	Iteration 143Q: 3 clusters Score -3363466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3363465.000000 Penalty: 4801.016113
	Iteration 144Q: 3 clusters Score -3363465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3363468.250000 Penalty: 4801.016113
	Iteration 145Q: 3 clusters Score -3363468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3363469.500000 Penalty: 4801.016113
	Iteration 146Q: 3 clusters Score -3363470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3363473.250000 Penalty: 4801.016113
	Iteration 147Q: 3 clusters Score -3363473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3363475.750000 Penalty: 4801.016113
	Iteration 148Q: 3 clusters Score -3363476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3363481.750000 Penalty: 4801.016113
	Iteration 149Q: 3 clusters Score -3363482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3363479.500000 Penalty: 4801.016113
	Iteration 150Q: 3 clusters Score -3363480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3363480.250000 Penalty: 4801.016113
	Iteration 151Q: 3 clusters Score -3363480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3363480.250000 Penalty: 4801.016113
	Iteration 152F: 3 clusters Score -3363480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -593717.750000 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -593717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -590388.187500 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -590388.2 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -591096.937500 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -591096.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -591249.062500 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -591249.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -591351.812500 Penalty: 3994.097168
	Iteration 3Q: 3 clusters Score -591351.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -591426.937500 Penalty: 3994.097168
	Iteration 4Q: 3 clusters Score -591426.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -591481.437500 Penalty: 3994.097168
	Iteration 5Q: 3 clusters Score -591481.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -591519.500000 Penalty: 3994.097168
	Iteration 6Q: 3 clusters Score -591519.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -591548.625000 Penalty: 3994.097168
	Iteration 7Q: 3 clusters Score -591548.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -591574.312500 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -591574.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -591591.250000 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -591591.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -591609.187500 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -591609.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -591622.250000 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -591622.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -591634.812500 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -591634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -591642.750000 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -591642.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -591654.187500 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -591654.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -591667.687500 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -591667.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -591681.000000 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -591681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -591694.500000 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -591694.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -591706.250000 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -591706.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -591717.562500 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -591717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -591723.000000 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -591723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -591727.875000 Penalty: 3994.097168
	Iteration 21Q: 3 clusters Score -591727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -591731.562500 Penalty: 3994.097168
	Iteration 22Q: 3 clusters Score -591731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -591736.187500 Penalty: 3994.097168
	Iteration 23Q: 3 clusters Score -591736.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -591743.312500 Penalty: 3994.097168
	Iteration 24Q: 3 clusters Score -591743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -591746.250000 Penalty: 3994.097168
	Iteration 25Q: 3 clusters Score -591746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -591749.437500 Penalty: 3994.097168
	Iteration 26Q: 3 clusters Score -591749.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -591753.187500 Penalty: 3994.097168
	Iteration 27Q: 3 clusters Score -591753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -591756.937500 Penalty: 3994.097168
	Iteration 28Q: 3 clusters Score -591756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -591759.000000 Penalty: 3994.097168
	Iteration 29Q: 3 clusters Score -591759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -591762.687500 Penalty: 3994.097168
	Iteration 30Q: 3 clusters Score -591762.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -591765.625000 Penalty: 3994.097168
	Iteration 31Q: 3 clusters Score -591765.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -591767.562500 Penalty: 3994.097168
	Iteration 32Q: 3 clusters Score -591767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -591769.625000 Penalty: 3994.097168
	Iteration 33Q: 3 clusters Score -591769.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -591777.375000 Penalty: 3994.097168
	Iteration 34Q: 3 clusters Score -591777.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -591785.875000 Penalty: 3994.097168
	Iteration 35Q: 3 clusters Score -591785.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -591792.187500 Penalty: 3994.097168
	Iteration 36Q: 3 clusters Score -591792.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -591799.437500 Penalty: 3994.097168
	Iteration 37Q: 3 clusters Score -591799.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -591807.687500 Penalty: 3994.097168
	Iteration 38Q: 3 clusters Score -591807.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -591813.125000 Penalty: 3994.097168
	Iteration 39Q: 3 clusters Score -591813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -591818.062500 Penalty: 3994.097168
	Iteration 40F: 3 clusters Score -591818.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -591824.750000 Penalty: 3994.097168
	Iteration 41Q: 3 clusters Score -591824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -591832.375000 Penalty: 3994.097168
	Iteration 42Q: 3 clusters Score -591832.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -591837.812500 Penalty: 3994.097168
	Iteration 43Q: 3 clusters Score -591837.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -591846.500000 Penalty: 3994.097168
	Iteration 44Q: 3 clusters Score -591846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -591853.187500 Penalty: 3994.097168
	Iteration 45Q: 3 clusters Score -591853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -591862.312500 Penalty: 3994.097168
	Iteration 46Q: 3 clusters Score -591862.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -591872.562500 Penalty: 3994.097168
	Iteration 47Q: 3 clusters Score -591872.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -591883.937500 Penalty: 3994.097168
	Iteration 48Q: 3 clusters Score -591883.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -591895.375000 Penalty: 3994.097168
	Iteration 49Q: 3 clusters Score -591895.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -591905.312500 Penalty: 3994.097168
	Iteration 50Q: 3 clusters Score -591905.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -591914.500000 Penalty: 3994.097168
	Iteration 51Q: 3 clusters Score -591914.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -591923.562500 Penalty: 3994.097168
	Iteration 52Q: 3 clusters Score -591923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -591930.750000 Penalty: 3994.097168
	Iteration 53Q: 3 clusters Score -591930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -591935.437500 Penalty: 3994.097168
	Iteration 54Q: 3 clusters Score -591935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -591938.625000 Penalty: 3994.097168
	Iteration 55Q: 3 clusters Score -591938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -591943.500000 Penalty: 3994.097168
	Iteration 56Q: 3 clusters Score -591943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -591950.250000 Penalty: 3994.097168
	Iteration 57Q: 3 clusters Score -591950.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -591961.125000 Penalty: 3994.097168
	Iteration 58Q: 3 clusters Score -591961.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -591968.125000 Penalty: 3994.097168
	Iteration 59Q: 3 clusters Score -591968.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -591981.187500 Penalty: 3994.097168
	Iteration 60F: 3 clusters Score -591981.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -592001.625000 Penalty: 3994.097168
	Iteration 61Q: 3 clusters Score -592001.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -592011.812500 Penalty: 3994.097168
	Iteration 62Q: 3 clusters Score -592011.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -592026.125000 Penalty: 3994.097168
	Iteration 63Q: 3 clusters Score -592026.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -592038.250000 Penalty: 3994.097168
	Iteration 64Q: 3 clusters Score -592038.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -592049.500000 Penalty: 3994.097168
	Iteration 65Q: 3 clusters Score -592049.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -592062.812500 Penalty: 3994.097168
	Iteration 66Q: 3 clusters Score -592062.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -592084.625000 Penalty: 3994.097168
	Iteration 67Q: 3 clusters Score -592084.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -592112.187500 Penalty: 3994.097168
	Iteration 68Q: 3 clusters Score -592112.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -592131.125000 Penalty: 3994.097168
	Iteration 69Q: 3 clusters Score -592131.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -592145.437500 Penalty: 3994.097168
	Iteration 70Q: 3 clusters Score -592145.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -592154.000000 Penalty: 3994.097168
	Iteration 71Q: 3 clusters Score -592154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -592158.375000 Penalty: 3994.097168
	Iteration 72Q: 3 clusters Score -592158.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -592159.312500 Penalty: 3994.097168
	Iteration 73Q: 3 clusters Score -592159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -592162.812500 Penalty: 3994.097168
	Iteration 74Q: 3 clusters Score -592162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -592164.812500 Penalty: 3994.097168
	Iteration 75Q: 3 clusters Score -592164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -592167.937500 Penalty: 3994.097168
	Iteration 76Q: 3 clusters Score -592167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -592172.812500 Penalty: 3994.097168
	Iteration 77Q: 3 clusters Score -592172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -592176.625000 Penalty: 3994.097168
	Iteration 78Q: 3 clusters Score -592176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -592180.500000 Penalty: 3994.097168
	Iteration 79Q: 3 clusters Score -592180.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -592183.187500 Penalty: 3994.097168
	Iteration 80F: 3 clusters Score -592183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -592184.937500 Penalty: 3994.097168
	Iteration 81Q: 3 clusters Score -592184.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -592189.625000 Penalty: 3994.097168
	Iteration 82Q: 3 clusters Score -592189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -592193.500000 Penalty: 3994.097168
	Iteration 83Q: 3 clusters Score -592193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -592196.250000 Penalty: 3994.097168
	Iteration 84Q: 3 clusters Score -592196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -592198.187500 Penalty: 3994.097168
	Iteration 85Q: 3 clusters Score -592198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -592203.250000 Penalty: 3994.097168
	Iteration 86Q: 3 clusters Score -592203.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -592208.687500 Penalty: 3994.097168
	Iteration 87Q: 3 clusters Score -592208.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -592215.750000 Penalty: 3994.097168
	Iteration 88Q: 3 clusters Score -592215.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -592219.812500 Penalty: 3994.097168
	Iteration 89Q: 3 clusters Score -592219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -592221.500000 Penalty: 3994.097168
	Iteration 90Q: 3 clusters Score -592221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -592226.437500 Penalty: 3994.097168
	Iteration 91Q: 3 clusters Score -592226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -592230.750000 Penalty: 3994.097168
	Iteration 92Q: 3 clusters Score -592230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -592233.062500 Penalty: 3994.097168
	Iteration 93Q: 3 clusters Score -592233.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -592235.750000 Penalty: 3994.097168
	Iteration 94Q: 3 clusters Score -592235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -592238.187500 Penalty: 3994.097168
	Iteration 95Q: 3 clusters Score -592238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -592239.750000 Penalty: 3994.097168
	Iteration 96Q: 3 clusters Score -592239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -592241.500000 Penalty: 3994.097168
	Iteration 97Q: 3 clusters Score -592241.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -592243.125000 Penalty: 3994.097168
	Iteration 98Q: 3 clusters Score -592243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -592244.625000 Penalty: 3994.097168
	Iteration 99Q: 3 clusters Score -592244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -592247.562500 Penalty: 3994.097168
	Iteration 100F: 3 clusters Score -592247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -592249.812500 Penalty: 3994.097168
	Iteration 101Q: 3 clusters Score -592249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -592250.500000 Penalty: 3994.097168
	Iteration 102Q: 3 clusters Score -592250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -592251.562500 Penalty: 3994.097168
	Iteration 103Q: 3 clusters Score -592251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -592253.062500 Penalty: 3994.097168
	Iteration 104Q: 3 clusters Score -592253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -592254.062500 Penalty: 3994.097168
	Iteration 105Q: 3 clusters Score -592254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -592254.812500 Penalty: 3994.097168
	Iteration 106Q: 3 clusters Score -592254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -592255.125000 Penalty: 3994.097168
	Iteration 107Q: 3 clusters Score -592255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -592257.062500 Penalty: 3994.097168
	Iteration 108Q: 3 clusters Score -592257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -592258.437500 Penalty: 3994.097168
	Iteration 109Q: 3 clusters Score -592258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -592259.187500 Penalty: 3994.097168
	Iteration 110Q: 3 clusters Score -592259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -592259.375000 Penalty: 3994.097168
	Iteration 111Q: 3 clusters Score -592259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -592260.125000 Penalty: 3994.097168
	Iteration 112Q: 3 clusters Score -592260.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -592260.125000 Penalty: 3994.097168
	Iteration 113F: 3 clusters Score -592260.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (15871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Entering Unmasked Estep 
Score: -3358063.500000 Penalty: 2398.717773
	Iteration 0F: 2 clusters Score -3358064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3347965.250000 Penalty: 4797.435547
	Iteration 0F: 3 clusters Score -3347965 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3351660.750000 Penalty: 4797.435547
	Iteration 1F: 3 clusters Score -3351661 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3352020.000000 Penalty: 4797.435547
	Iteration 2F: 3 clusters Score -3352020 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3352307.500000 Penalty: 4797.435547
	Iteration 3Q: 3 clusters Score -3352308 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3352569.000000 Penalty: 4797.435547
	Iteration 4Q: 3 clusters Score -3352569 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3352804.250000 Penalty: 4797.435547
	Iteration 5Q: 3 clusters Score -3352804 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3353057.250000 Penalty: 4797.435547
	Iteration 6Q: 3 clusters Score -3353057 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3353356.250000 Penalty: 4797.435547
	Iteration 7Q: 3 clusters Score -3353356 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3353723.250000 Penalty: 4797.435547
	Iteration 8Q: 3 clusters Score -3353723 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3354166.750000 Penalty: 4797.435547
	Iteration 9Q: 3 clusters Score -3354167 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3354633.250000 Penalty: 4797.435547
	Iteration 10Q: 3 clusters Score -3354633 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3355067.250000 Penalty: 4797.435547
	Iteration 11Q: 3 clusters Score -3355067 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3355451.000000 Penalty: 4797.435547
	Iteration 12Q: 3 clusters Score -3355451 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3355663.250000 Penalty: 4797.435547
	Iteration 13Q: 3 clusters Score -3355663 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3355842.250000 Penalty: 4797.435547
	Iteration 14Q: 3 clusters Score -3355842 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3355951.000000 Penalty: 4797.435547
	Iteration 15Q: 3 clusters Score -3355951 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3356028.500000 Penalty: 4797.435547
	Iteration 16Q: 3 clusters Score -3356028 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3356096.000000 Penalty: 4797.435547
	Iteration 17Q: 3 clusters Score -3356096 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3356148.500000 Penalty: 4797.435547
	Iteration 18Q: 3 clusters Score -3356148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3356206.500000 Penalty: 4797.435547
	Iteration 19Q: 3 clusters Score -3356206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3356243.750000 Penalty: 4797.435547
	Iteration 20F: 3 clusters Score -3356244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3356271.000000 Penalty: 4797.435547
	Iteration 21Q: 3 clusters Score -3356271 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3356290.000000 Penalty: 4797.435547
	Iteration 22Q: 3 clusters Score -3356290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3356301.500000 Penalty: 4797.435547
	Iteration 23Q: 3 clusters Score -3356302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3356310.750000 Penalty: 4797.435547
	Iteration 24Q: 3 clusters Score -3356311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3356326.750000 Penalty: 4797.435547
	Iteration 25Q: 3 clusters Score -3356327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3356330.000000 Penalty: 4797.435547
	Iteration 26Q: 3 clusters Score -3356330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3356345.250000 Penalty: 4797.435547
	Iteration 27Q: 3 clusters Score -3356345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3356345.250000 Penalty: 4797.435547
	Iteration 28Q: 3 clusters Score -3356345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3356351.500000 Penalty: 4797.435547
	Iteration 29Q: 3 clusters Score -3356352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3356356.250000 Penalty: 4797.435547
	Iteration 30Q: 3 clusters Score -3356356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3356363.750000 Penalty: 4797.435547
	Iteration 31Q: 3 clusters Score -3356364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3356367.750000 Penalty: 4797.435547
	Iteration 32Q: 3 clusters Score -3356368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3356371.000000 Penalty: 4797.435547
	Iteration 33Q: 3 clusters Score -3356371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3356377.000000 Penalty: 4797.435547
	Iteration 34Q: 3 clusters Score -3356377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3356373.000000 Penalty: 4797.435547
	Iteration 35Q: 3 clusters Score -3356373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3356382.750000 Penalty: 4797.435547
	Iteration 36Q: 3 clusters Score -3356383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3356391.000000 Penalty: 4797.435547
	Iteration 37Q: 3 clusters Score -3356391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3356399.500000 Penalty: 4797.435547
	Iteration 38Q: 3 clusters Score -3356400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3356402.250000 Penalty: 4797.435547
	Iteration 39Q: 3 clusters Score -3356402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3356412.250000 Penalty: 4797.435547
	Iteration 40F: 3 clusters Score -3356412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3356407.250000 Penalty: 4797.435547
	Iteration 41Q: 3 clusters Score -3356407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3356414.250000 Penalty: 4797.435547
	Iteration 42Q: 3 clusters Score -3356414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3356413.750000 Penalty: 4797.435547
	Iteration 43Q: 3 clusters Score -3356414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3356421.250000 Penalty: 4797.435547
	Iteration 44Q: 3 clusters Score -3356421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3356420.250000 Penalty: 4797.435547
	Iteration 45Q: 3 clusters Score -3356420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3356420.750000 Penalty: 4797.435547
	Iteration 46Q: 3 clusters Score -3356421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3356423.500000 Penalty: 4797.435547
	Iteration 47Q: 3 clusters Score -3356424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3356426.250000 Penalty: 4797.435547
	Iteration 48Q: 3 clusters Score -3356426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3356433.750000 Penalty: 4797.435547
	Iteration 49Q: 3 clusters Score -3356434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3356432.500000 Penalty: 4797.435547
	Iteration 50Q: 3 clusters Score -3356432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3356427.250000 Penalty: 4797.435547
	Iteration 51Q: 3 clusters Score -3356427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3356433.500000 Penalty: 4797.435547
	Iteration 52Q: 3 clusters Score -3356434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3356423.750000 Penalty: 4797.435547
	Iteration 53Q: 3 clusters Score -3356424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3356423.000000 Penalty: 4797.435547
	Iteration 54Q: 3 clusters Score -3356423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3356419.750000 Penalty: 4797.435547
	Iteration 55Q: 3 clusters Score -3356420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3356419.750000 Penalty: 4797.435547
	Iteration 56F: 3 clusters Score -3356420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (32744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Entering Unmasked Estep 
Score: -6382598.500000 Penalty: 2578.325684
	Iteration 0F: 2 clusters Score -6382598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -6361787.000000 Penalty: 5156.651367
	Iteration 0F: 3 clusters Score -6361787 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -6369976.500000 Penalty: 5156.651367
	Iteration 1F: 3 clusters Score -6369976 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -6370686.000000 Penalty: 5156.651367
	Iteration 2F: 3 clusters Score -6370686 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -6371550.500000 Penalty: 5156.651367
	Iteration 3F: 3 clusters Score -6371550 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -6372703.500000 Penalty: 5156.651367
	Iteration 4F: 3 clusters Score -6372704 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -6374222.000000 Penalty: 5156.651367
	Iteration 5F: 3 clusters Score -6374222 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -6375843.000000 Penalty: 5156.651367
	Iteration 6F: 3 clusters Score -6375843 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -6377375.000000 Penalty: 5156.651367
	Iteration 7F: 3 clusters Score -6377375 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -6378320.500000 Penalty: 5156.651367
	Iteration 8Q: 3 clusters Score -6378320 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6379088.500000 Penalty: 5156.651367
	Iteration 9Q: 3 clusters Score -6379088 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -6379544.500000 Penalty: 5156.651367
	Iteration 10Q: 3 clusters Score -6379544 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6379805.500000 Penalty: 5156.651367
	Iteration 11Q: 3 clusters Score -6379806 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6379991.500000 Penalty: 5156.651367
	Iteration 12Q: 3 clusters Score -6379992 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6380174.500000 Penalty: 5156.651367
	Iteration 13Q: 3 clusters Score -6380174 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6380283.000000 Penalty: 5156.651367
	Iteration 14Q: 3 clusters Score -6380283 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6380349.000000 Penalty: 5156.651367
	Iteration 15Q: 3 clusters Score -6380349 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6380367.000000 Penalty: 5156.651367
	Iteration 16Q: 3 clusters Score -6380367 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6380390.000000 Penalty: 5156.651367
	Iteration 17Q: 3 clusters Score -6380390 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6380402.000000 Penalty: 5156.651367
	Iteration 18Q: 3 clusters Score -6380402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6380432.500000 Penalty: 5156.651367
	Iteration 19Q: 3 clusters Score -6380432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6380484.500000 Penalty: 5156.651367
	Iteration 20F: 3 clusters Score -6380484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6380511.500000 Penalty: 5156.651367
	Iteration 21Q: 3 clusters Score -6380512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6380509.000000 Penalty: 5156.651367
	Iteration 22Q: 3 clusters Score -6380509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6380518.500000 Penalty: 5156.651367
	Iteration 23Q: 3 clusters Score -6380518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6380525.500000 Penalty: 5156.651367
	Iteration 24Q: 3 clusters Score -6380526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6380555.500000 Penalty: 5156.651367
	Iteration 25Q: 3 clusters Score -6380556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6380564.500000 Penalty: 5156.651367
	Iteration 26Q: 3 clusters Score -6380564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6380568.000000 Penalty: 5156.651367
	Iteration 27Q: 3 clusters Score -6380568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6380574.500000 Penalty: 5156.651367
	Iteration 28Q: 3 clusters Score -6380574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6380581.000000 Penalty: 5156.651367
	Iteration 29Q: 3 clusters Score -6380581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6380589.000000 Penalty: 5156.651367
	Iteration 30Q: 3 clusters Score -6380589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6380594.000000 Penalty: 5156.651367
	Iteration 31Q: 3 clusters Score -6380594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6380591.000000 Penalty: 5156.651367
	Iteration 32Q: 3 clusters Score -6380591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6380591.500000 Penalty: 5156.651367
	Iteration 33Q: 3 clusters Score -6380592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6380600.000000 Penalty: 5156.651367
	Iteration 34Q: 3 clusters Score -6380600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6380596.000000 Penalty: 5156.651367
	Iteration 35Q: 3 clusters Score -6380596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6380601.500000 Penalty: 5156.651367
	Iteration 36Q: 3 clusters Score -6380602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6380596.000000 Penalty: 5156.651367
	Iteration 37Q: 3 clusters Score -6380596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6380600.000000 Penalty: 5156.651367
	Iteration 38Q: 3 clusters Score -6380600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6380607.000000 Penalty: 5156.651367
	Iteration 39Q: 3 clusters Score -6380607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6380607.000000 Penalty: 5156.651367
	Iteration 40F: 3 clusters Score -6380607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6380609.000000 Penalty: 5156.651367
	Iteration 41Q: 3 clusters Score -6380609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6380614.500000 Penalty: 5156.651367
	Iteration 42Q: 3 clusters Score -6380614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6380611.500000 Penalty: 5156.651367
	Iteration 43Q: 3 clusters Score -6380612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6380611.500000 Penalty: 5156.651367
	Iteration 44F: 3 clusters Score -6380612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -108277.687500 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -108277.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106663.421875 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -106663.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106850.750000 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -106850.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -106905.984375 Penalty: 3204.888184
	Iteration 2Q: 3 clusters Score -106906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -106936.242188 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -106936.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -106963.687500 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -106963.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106986.617188 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -106986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107004.257812 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -107004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -107019.875000 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -107019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -107031.359375 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -107031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -107034.125000 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -107034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -107034.546875 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -107034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -107034.546875 Penalty: 3204.888184
	Iteration 11F: 3 clusters Score -107034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 35924 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 31290 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26066 members 
Mstep: Class 14 contains 55495 members 
Mstep: Class 15 contains 27477 members 
Mstep: Class 16 contains 17850 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24776 members 
Mstep: Class 19 contains 39441 members 
Mstep: Class 20 contains 31342 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15441 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 28176 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12353 members 
Mstep: Class 32 contains 16751 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 33458 members 
Mstep: Class 36 contains 39370 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44488 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10734 members 
Mstep: Class 45 contains 13974 members 
Mstep: Class 46 contains 6825 members 
Mstep: Class 47 contains 24804 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16729 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4163 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15376 members 
Mstep: Class 57 contains 15914 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34657 members 
Mstep: Class 60 contains 36889 members 
Mstep: Class 61 contains 16101 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15986 members 
Mstep: Class 65 contains 3142 members 
Mstep: Class 66 contains 15871 members 
Mstep: Class 67 contains 32744 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352736.000000 Penalty: 230020.765625
Iteration 439Q: 69 clusters Score -1.613527e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 35900 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 31281 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26043 members 
Mstep: Class 14 contains 55493 members 
Mstep: Class 15 contains 27481 members 
Mstep: Class 16 contains 17851 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24766 members 
Mstep: Class 19 contains 39347 members 
Mstep: Class 20 contains 31370 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15430 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6759 members 
Mstep: Class 28 contains 28181 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12356 members 
Mstep: Class 32 contains 16749 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34077 members 
Mstep: Class 35 contains 33489 members 
Mstep: Class 36 contains 39348 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44496 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10731 members 
Mstep: Class 45 contains 13976 members 
Mstep: Class 46 contains 6823 members 
Mstep: Class 47 contains 24997 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16712 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4165 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15383 members 
Mstep: Class 57 contains 15910 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34625 members 
Mstep: Class 60 contains 36736 members 
Mstep: Class 61 contains 16102 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15985 members 
Mstep: Class 65 contains 3146 members 
Mstep: Class 66 contains 15866 members 
Mstep: Class 67 contains 32891 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352512.000000 Penalty: 230020.765625
Iteration 440F: 69 clusters Score -1.613525e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 35876 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 31283 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 26009 members 
Mstep: Class 14 contains 55477 members 
Mstep: Class 15 contains 27484 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 24736 members 
Mstep: Class 19 contains 39165 members 
Mstep: Class 20 contains 31388 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15423 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6732 members 
Mstep: Class 28 contains 28183 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12358 members 
Mstep: Class 32 contains 16741 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34080 members 
Mstep: Class 35 contains 33505 members 
Mstep: Class 36 contains 39329 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44512 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10730 members 
Mstep: Class 45 contains 13985 members 
Mstep: Class 46 contains 6827 members 
Mstep: Class 47 contains 25276 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16702 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4165 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15399 members 
Mstep: Class 57 contains 15896 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34594 members 
Mstep: Class 60 contains 36552 members 
Mstep: Class 61 contains 16097 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15981 members 
Mstep: Class 65 contains 3146 members 
Mstep: Class 66 contains 15866 members 
Mstep: Class 67 contains 33128 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352672.000000 Penalty: 230020.765625
Iteration 441Q: 69 clusters Score -1.613527e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 35860 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 31305 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25985 members 
Mstep: Class 14 contains 55469 members 
Mstep: Class 15 contains 27518 members 
Mstep: Class 16 contains 17838 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 24697 members 
Mstep: Class 19 contains 38934 members 
Mstep: Class 20 contains 31393 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 15418 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6697 members 
Mstep: Class 28 contains 28183 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12354 members 
Mstep: Class 32 contains 16737 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34095 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 39318 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44508 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10733 members 
Mstep: Class 45 contains 13996 members 
Mstep: Class 46 contains 6827 members 
Mstep: Class 47 contains 25557 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16690 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4445 members 
Mstep: Class 54 contains 4167 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15408 members 
Mstep: Class 57 contains 15888 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34544 members 
Mstep: Class 60 contains 36377 members 
Mstep: Class 61 contains 16091 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15970 members 
Mstep: Class 65 contains 3145 members 
Mstep: Class 66 contains 15867 members 
Mstep: Class 67 contains 33402 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352608.000000 Penalty: 230020.765625
Iteration 442Q: 69 clusters Score -1.613526e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 35856 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 31305 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25960 members 
Mstep: Class 14 contains 55457 members 
Mstep: Class 15 contains 27530 members 
Mstep: Class 16 contains 17834 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24650 members 
Mstep: Class 19 contains 38631 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15408 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 28168 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12359 members 
Mstep: Class 32 contains 16732 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 34097 members 
Mstep: Class 35 contains 33525 members 
Mstep: Class 36 contains 39297 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2705 members 
Mstep: Class 42 contains 44498 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10726 members 
Mstep: Class 45 contains 14004 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 25893 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16670 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4443 members 
Mstep: Class 54 contains 4170 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15423 members 
Mstep: Class 57 contains 15873 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34526 members 
Mstep: Class 60 contains 36198 members 
Mstep: Class 61 contains 16085 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15974 members 
Mstep: Class 65 contains 3148 members 
Mstep: Class 66 contains 15862 members 
Mstep: Class 67 contains 33699 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352896.000000 Penalty: 230020.765625
Iteration 443Q: 69 clusters Score -1.613529e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 35858 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 31307 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25932 members 
Mstep: Class 14 contains 55464 members 
Mstep: Class 15 contains 27534 members 
Mstep: Class 16 contains 17835 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24597 members 
Mstep: Class 19 contains 38460 members 
Mstep: Class 20 contains 31427 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15405 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 28159 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12367 members 
Mstep: Class 32 contains 16733 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 34116 members 
Mstep: Class 35 contains 33504 members 
Mstep: Class 36 contains 39275 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2706 members 
Mstep: Class 42 contains 44502 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10729 members 
Mstep: Class 45 contains 14011 members 
Mstep: Class 46 contains 6835 members 
Mstep: Class 47 contains 26172 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16671 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4447 members 
Mstep: Class 54 contains 4172 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15435 members 
Mstep: Class 57 contains 15862 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34419 members 
Mstep: Class 60 contains 36060 members 
Mstep: Class 61 contains 16085 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15968 members 
Mstep: Class 65 contains 3148 members 
Mstep: Class 66 contains 15869 members 
Mstep: Class 67 contains 33902 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353136.000000 Penalty: 230020.765625
Iteration 444Q: 69 clusters Score -1.613531e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 35874 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4922 members 
Mstep: Class 10 contains 31308 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25894 members 
Mstep: Class 14 contains 55466 members 
Mstep: Class 15 contains 27543 members 
Mstep: Class 16 contains 17837 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24538 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15404 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 28153 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12375 members 
Mstep: Class 32 contains 16733 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 34087 members 
Mstep: Class 35 contains 33446 members 
Mstep: Class 36 contains 39256 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44522 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10728 members 
Mstep: Class 45 contains 14015 members 
Mstep: Class 46 contains 6837 members 
Mstep: Class 47 contains 26483 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16657 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4176 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15441 members 
Mstep: Class 57 contains 15851 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34327 members 
Mstep: Class 60 contains 35977 members 
Mstep: Class 61 contains 16078 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15967 members 
Mstep: Class 65 contains 3145 members 
Mstep: Class 66 contains 15872 members 
Mstep: Class 67 contains 34057 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353376.000000 Penalty: 230020.765625
Iteration 445Q: 69 clusters Score -1.613534e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 35895 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4919 members 
Mstep: Class 10 contains 31306 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25868 members 
Mstep: Class 14 contains 55459 members 
Mstep: Class 15 contains 27548 members 
Mstep: Class 16 contains 17831 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24481 members 
Mstep: Class 19 contains 38324 members 
Mstep: Class 20 contains 31436 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15406 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6600 members 
Mstep: Class 28 contains 28150 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12385 members 
Mstep: Class 32 contains 16729 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 34044 members 
Mstep: Class 35 contains 33443 members 
Mstep: Class 36 contains 39211 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44532 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10728 members 
Mstep: Class 45 contains 14025 members 
Mstep: Class 46 contains 6836 members 
Mstep: Class 47 contains 26747 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16646 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4178 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15436 members 
Mstep: Class 57 contains 15848 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34252 members 
Mstep: Class 60 contains 35874 members 
Mstep: Class 61 contains 16077 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15964 members 
Mstep: Class 65 contains 3146 members 
Mstep: Class 66 contains 15871 members 
Mstep: Class 67 contains 34210 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353376.000000 Penalty: 230020.765625
Iteration 446Q: 69 clusters Score -1.613534e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 35909 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4915 members 
Mstep: Class 10 contains 31289 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25863 members 
Mstep: Class 14 contains 55453 members 
Mstep: Class 15 contains 27541 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24436 members 
Mstep: Class 19 contains 38255 members 
Mstep: Class 20 contains 31441 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15404 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6573 members 
Mstep: Class 28 contains 28148 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12388 members 
Mstep: Class 32 contains 16722 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 34031 members 
Mstep: Class 35 contains 33445 members 
Mstep: Class 36 contains 39169 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44541 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10732 members 
Mstep: Class 45 contains 14031 members 
Mstep: Class 46 contains 6838 members 
Mstep: Class 47 contains 26997 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4181 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15444 members 
Mstep: Class 57 contains 15848 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34173 members 
Mstep: Class 60 contains 35759 members 
Mstep: Class 61 contains 16078 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15976 members 
Mstep: Class 65 contains 3146 members 
Mstep: Class 66 contains 15864 members 
Mstep: Class 67 contains 34363 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353712.000000 Penalty: 230020.765625
Iteration 447Q: 69 clusters Score -1.613537e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 35917 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 31286 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25847 members 
Mstep: Class 14 contains 55448 members 
Mstep: Class 15 contains 27524 members 
Mstep: Class 16 contains 17822 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24401 members 
Mstep: Class 19 contains 38116 members 
Mstep: Class 20 contains 31451 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15400 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6551 members 
Mstep: Class 28 contains 28143 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12403 members 
Mstep: Class 32 contains 16712 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 34034 members 
Mstep: Class 35 contains 33434 members 
Mstep: Class 36 contains 39115 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44527 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10735 members 
Mstep: Class 45 contains 14039 members 
Mstep: Class 46 contains 6838 members 
Mstep: Class 47 contains 27305 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16621 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4459 members 
Mstep: Class 54 contains 4183 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15441 members 
Mstep: Class 57 contains 15855 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 34070 members 
Mstep: Class 60 contains 35687 members 
Mstep: Class 61 contains 16081 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15986 members 
Mstep: Class 65 contains 3144 members 
Mstep: Class 66 contains 15860 members 
Mstep: Class 67 contains 34525 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353648.000000 Penalty: 230020.765625
Iteration 448Q: 69 clusters Score -1.613536e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 35929 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 31292 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25823 members 
Mstep: Class 14 contains 55446 members 
Mstep: Class 15 contains 27512 members 
Mstep: Class 16 contains 17821 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 24368 members 
Mstep: Class 19 contains 37932 members 
Mstep: Class 20 contains 31454 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15397 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 28150 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12408 members 
Mstep: Class 32 contains 16709 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 34015 members 
Mstep: Class 35 contains 33386 members 
Mstep: Class 36 contains 39076 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1182 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44530 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10732 members 
Mstep: Class 45 contains 14042 members 
Mstep: Class 46 contains 6841 members 
Mstep: Class 47 contains 27656 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16610 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4459 members 
Mstep: Class 54 contains 4181 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15439 members 
Mstep: Class 57 contains 15855 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 33960 members 
Mstep: Class 60 contains 35654 members 
Mstep: Class 61 contains 16083 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15992 members 
Mstep: Class 65 contains 3142 members 
Mstep: Class 66 contains 15844 members 
Mstep: Class 67 contains 34701 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353472.000000 Penalty: 230020.765625
Iteration 449Q: 69 clusters Score -1.613535e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 35926 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 31282 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25803 members 
Mstep: Class 14 contains 55435 members 
Mstep: Class 15 contains 27510 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 24343 members 
Mstep: Class 19 contains 37868 members 
Mstep: Class 20 contains 31464 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15392 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6510 members 
Mstep: Class 28 contains 28165 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12411 members 
Mstep: Class 32 contains 16712 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 33981 members 
Mstep: Class 35 contains 33394 members 
Mstep: Class 36 contains 39060 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1179 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44517 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10731 members 
Mstep: Class 45 contains 14051 members 
Mstep: Class 46 contains 6844 members 
Mstep: Class 47 contains 27875 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16603 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 4185 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15444 members 
Mstep: Class 57 contains 15855 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 33869 members 
Mstep: Class 60 contains 35553 members 
Mstep: Class 61 contains 16081 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15996 members 
Mstep: Class 65 contains 3143 members 
Mstep: Class 66 contains 15837 members 
Mstep: Class 67 contains 34860 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354048.000000 Penalty: 230020.765625
Iteration 450Q: 69 clusters Score -1.61354e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 35919 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4911 members 
Mstep: Class 10 contains 31287 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25781 members 
Mstep: Class 14 contains 55413 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 17809 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 24325 members 
Mstep: Class 19 contains 37794 members 
Mstep: Class 20 contains 31471 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15379 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 28184 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12421 members 
Mstep: Class 32 contains 16705 members 
Mstep: Class 33 contains 4828 members 
Mstep: Class 34 contains 33925 members 
Mstep: Class 35 contains 33343 members 
Mstep: Class 36 contains 39053 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1178 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44512 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10728 members 
Mstep: Class 45 contains 14061 members 
Mstep: Class 46 contains 6848 members 
Mstep: Class 47 contains 28094 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16604 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 4190 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15446 members 
Mstep: Class 57 contains 15858 members 
Mstep: Class 58 contains 1950 members 
Mstep: Class 59 contains 33799 members 
Mstep: Class 60 contains 35457 members 
Mstep: Class 61 contains 16084 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16001 members 
Mstep: Class 65 contains 3142 members 
Mstep: Class 66 contains 15833 members 
Mstep: Class 67 contains 35059 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354336.000000 Penalty: 230020.765625
Iteration 451Q: 69 clusters Score -1.613543e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 35900 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 31286 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25758 members 
Mstep: Class 14 contains 55408 members 
Mstep: Class 15 contains 27497 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24310 members 
Mstep: Class 19 contains 37698 members 
Mstep: Class 20 contains 31477 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15390 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6480 members 
Mstep: Class 28 contains 28191 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12421 members 
Mstep: Class 32 contains 16702 members 
Mstep: Class 33 contains 4828 members 
Mstep: Class 34 contains 33896 members 
Mstep: Class 35 contains 33374 members 
Mstep: Class 36 contains 39004 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44515 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10722 members 
Mstep: Class 45 contains 14067 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 28345 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16598 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 4190 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15448 members 
Mstep: Class 57 contains 15861 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33763 members 
Mstep: Class 60 contains 35356 members 
Mstep: Class 61 contains 16079 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16007 members 
Mstep: Class 65 contains 3138 members 
Mstep: Class 66 contains 15836 members 
Mstep: Class 67 contains 35159 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354352.000000 Penalty: 230020.765625
Iteration 452Q: 69 clusters Score -1.613544e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 31291 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25728 members 
Mstep: Class 14 contains 55389 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 17801 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 24289 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 31481 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15389 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 28198 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12424 members 
Mstep: Class 32 contains 16701 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 33878 members 
Mstep: Class 35 contains 33372 members 
Mstep: Class 36 contains 38966 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44514 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10719 members 
Mstep: Class 45 contains 14078 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 28566 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16592 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 4189 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15455 members 
Mstep: Class 57 contains 15854 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33699 members 
Mstep: Class 60 contains 35307 members 
Mstep: Class 61 contains 16074 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16009 members 
Mstep: Class 65 contains 3140 members 
Mstep: Class 66 contains 15834 members 
Mstep: Class 67 contains 35269 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354208.000000 Penalty: 230020.765625
Iteration 453Q: 69 clusters Score -1.613542e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 35875 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4912 members 
Mstep: Class 10 contains 31290 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25712 members 
Mstep: Class 14 contains 55379 members 
Mstep: Class 15 contains 27486 members 
Mstep: Class 16 contains 17810 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24262 members 
Mstep: Class 19 contains 37439 members 
Mstep: Class 20 contains 31476 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15383 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6444 members 
Mstep: Class 28 contains 28218 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12426 members 
Mstep: Class 32 contains 16702 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 33861 members 
Mstep: Class 35 contains 33336 members 
Mstep: Class 36 contains 38953 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44516 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10714 members 
Mstep: Class 45 contains 14086 members 
Mstep: Class 46 contains 6856 members 
Mstep: Class 47 contains 28816 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16575 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4462 members 
Mstep: Class 54 contains 4191 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15451 members 
Mstep: Class 57 contains 15847 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33652 members 
Mstep: Class 60 contains 35240 members 
Mstep: Class 61 contains 16072 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16012 members 
Mstep: Class 65 contains 3142 members 
Mstep: Class 66 contains 15829 members 
Mstep: Class 67 contains 35479 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354144.000000 Penalty: 230020.765625
Iteration 454Q: 69 clusters Score -1.613541e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 31288 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25704 members 
Mstep: Class 14 contains 55366 members 
Mstep: Class 15 contains 27505 members 
Mstep: Class 16 contains 17810 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 37321 members 
Mstep: Class 20 contains 31470 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15390 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6416 members 
Mstep: Class 28 contains 28229 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12426 members 
Mstep: Class 32 contains 16701 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 33847 members 
Mstep: Class 35 contains 33362 members 
Mstep: Class 36 contains 38942 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44513 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10708 members 
Mstep: Class 45 contains 14083 members 
Mstep: Class 46 contains 6857 members 
Mstep: Class 47 contains 29072 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16579 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4463 members 
Mstep: Class 54 contains 4195 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15440 members 
Mstep: Class 57 contains 15847 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33582 members 
Mstep: Class 60 contains 35118 members 
Mstep: Class 61 contains 16070 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16012 members 
Mstep: Class 65 contains 3141 members 
Mstep: Class 66 contains 15828 members 
Mstep: Class 67 contains 35601 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354048.000000 Penalty: 230020.765625
Iteration 455Q: 69 clusters Score -1.61354e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 35866 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 31289 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25678 members 
Mstep: Class 14 contains 55367 members 
Mstep: Class 15 contains 27498 members 
Mstep: Class 16 contains 17801 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24217 members 
Mstep: Class 19 contains 37230 members 
Mstep: Class 20 contains 31468 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15392 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6400 members 
Mstep: Class 28 contains 28227 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 16709 members 
Mstep: Class 33 contains 4826 members 
Mstep: Class 34 contains 33824 members 
Mstep: Class 35 contains 33381 members 
Mstep: Class 36 contains 38889 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44503 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10709 members 
Mstep: Class 45 contains 14076 members 
Mstep: Class 46 contains 6861 members 
Mstep: Class 47 contains 29373 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16581 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4462 members 
Mstep: Class 54 contains 4198 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15434 members 
Mstep: Class 57 contains 15844 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33518 members 
Mstep: Class 60 contains 35013 members 
Mstep: Class 61 contains 16081 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16008 members 
Mstep: Class 65 contains 3138 members 
Mstep: Class 66 contains 15818 members 
Mstep: Class 67 contains 35710 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353920.000000 Penalty: 230020.765625
Iteration 456Q: 69 clusters Score -1.613539e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 35878 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4911 members 
Mstep: Class 10 contains 31276 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25644 members 
Mstep: Class 14 contains 55355 members 
Mstep: Class 15 contains 27487 members 
Mstep: Class 16 contains 17813 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24193 members 
Mstep: Class 19 contains 37054 members 
Mstep: Class 20 contains 31468 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15405 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6382 members 
Mstep: Class 28 contains 28221 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12431 members 
Mstep: Class 32 contains 16699 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 33802 members 
Mstep: Class 35 contains 33420 members 
Mstep: Class 36 contains 38869 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44497 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10713 members 
Mstep: Class 45 contains 14074 members 
Mstep: Class 46 contains 6865 members 
Mstep: Class 47 contains 29728 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16582 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 4201 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15430 members 
Mstep: Class 57 contains 15849 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33463 members 
Mstep: Class 60 contains 34871 members 
Mstep: Class 61 contains 16096 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15992 members 
Mstep: Class 65 contains 3135 members 
Mstep: Class 66 contains 15814 members 
Mstep: Class 67 contains 35828 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353936.000000 Penalty: 230020.765625
Iteration 457Q: 69 clusters Score -1.613539e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 35888 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4910 members 
Mstep: Class 10 contains 31264 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25618 members 
Mstep: Class 14 contains 55344 members 
Mstep: Class 15 contains 27487 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24168 members 
Mstep: Class 19 contains 36766 members 
Mstep: Class 20 contains 31467 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15410 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6370 members 
Mstep: Class 28 contains 28216 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12446 members 
Mstep: Class 32 contains 16706 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 33774 members 
Mstep: Class 35 contains 33456 members 
Mstep: Class 36 contains 38849 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44496 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10707 members 
Mstep: Class 45 contains 14071 members 
Mstep: Class 46 contains 6866 members 
Mstep: Class 47 contains 30105 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16578 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4461 members 
Mstep: Class 54 contains 4198 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15428 members 
Mstep: Class 57 contains 15847 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33413 members 
Mstep: Class 60 contains 34705 members 
Mstep: Class 61 contains 16110 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15988 members 
Mstep: Class 65 contains 3135 members 
Mstep: Class 66 contains 15804 members 
Mstep: Class 67 contains 36046 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353760.000000 Penalty: 230020.765625
Iteration 458Q: 69 clusters Score -1.613538e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 35891 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 31251 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25603 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 27486 members 
Mstep: Class 16 contains 17815 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24141 members 
Mstep: Class 19 contains 36543 members 
Mstep: Class 20 contains 31463 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6358 members 
Mstep: Class 28 contains 28220 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12455 members 
Mstep: Class 32 contains 16707 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 33723 members 
Mstep: Class 35 contains 33510 members 
Mstep: Class 36 contains 38828 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44502 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10698 members 
Mstep: Class 45 contains 14074 members 
Mstep: Class 46 contains 6872 members 
Mstep: Class 47 contains 30456 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16574 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 4199 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15426 members 
Mstep: Class 57 contains 15843 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33382 members 
Mstep: Class 60 contains 34477 members 
Mstep: Class 61 contains 16121 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15980 members 
Mstep: Class 65 contains 3132 members 
Mstep: Class 66 contains 15795 members 
Mstep: Class 67 contains 36274 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353600.000000 Penalty: 230020.765625
Iteration 459Q: 69 clusters Score -1.613536e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 35870 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4907 members 
Mstep: Class 10 contains 31231 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25585 members 
Mstep: Class 14 contains 55314 members 
Mstep: Class 15 contains 27472 members 
Mstep: Class 16 contains 17826 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24125 members 
Mstep: Class 19 contains 36174 members 
Mstep: Class 20 contains 31467 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15429 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 28237 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12464 members 
Mstep: Class 32 contains 16703 members 
Mstep: Class 33 contains 4824 members 
Mstep: Class 34 contains 33673 members 
Mstep: Class 35 contains 33582 members 
Mstep: Class 36 contains 38833 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44490 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10709 members 
Mstep: Class 45 contains 14070 members 
Mstep: Class 46 contains 6877 members 
Mstep: Class 47 contains 30845 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16575 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4198 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15424 members 
Mstep: Class 57 contains 15840 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33382 members 
Mstep: Class 60 contains 34258 members 
Mstep: Class 61 contains 16144 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15965 members 
Mstep: Class 65 contains 3135 members 
Mstep: Class 66 contains 15786 members 
Mstep: Class 67 contains 36523 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354128.000000 Penalty: 230020.765625
Iteration 460F: 69 clusters Score -1.613541e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 35855 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4903 members 
Mstep: Class 10 contains 31230 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25560 members 
Mstep: Class 14 contains 55306 members 
Mstep: Class 15 contains 27486 members 
Mstep: Class 16 contains 17835 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 24104 members 
Mstep: Class 19 contains 35918 members 
Mstep: Class 20 contains 31463 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15439 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6330 members 
Mstep: Class 28 contains 28235 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12475 members 
Mstep: Class 32 contains 16699 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 33629 members 
Mstep: Class 35 contains 33594 members 
Mstep: Class 36 contains 38820 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44486 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10717 members 
Mstep: Class 45 contains 14074 members 
Mstep: Class 46 contains 6884 members 
Mstep: Class 47 contains 31189 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16590 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4202 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15416 members 
Mstep: Class 57 contains 15838 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33355 members 
Mstep: Class 60 contains 34068 members 
Mstep: Class 61 contains 16151 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15955 members 
Mstep: Class 65 contains 3131 members 
Mstep: Class 66 contains 15783 members 
Mstep: Class 67 contains 36729 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354112.000000 Penalty: 230020.765625
Iteration 461Q: 69 clusters Score -1.613541e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 35844 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 31226 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25532 members 
Mstep: Class 14 contains 55294 members 
Mstep: Class 15 contains 27487 members 
Mstep: Class 16 contains 17840 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 24076 members 
Mstep: Class 19 contains 35728 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15437 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 28234 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12487 members 
Mstep: Class 32 contains 16695 members 
Mstep: Class 33 contains 4825 members 
Mstep: Class 34 contains 33571 members 
Mstep: Class 35 contains 33614 members 
Mstep: Class 36 contains 38821 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44486 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10722 members 
Mstep: Class 45 contains 14071 members 
Mstep: Class 46 contains 6885 members 
Mstep: Class 47 contains 31558 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16609 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4201 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15412 members 
Mstep: Class 57 contains 15830 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33345 members 
Mstep: Class 60 contains 33853 members 
Mstep: Class 61 contains 16171 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15947 members 
Mstep: Class 65 contains 3126 members 
Mstep: Class 66 contains 15778 members 
Mstep: Class 67 contains 36876 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354288.000000 Penalty: 230020.765625
Iteration 462Q: 69 clusters Score -1.613543e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 35850 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4903 members 
Mstep: Class 10 contains 31226 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25515 members 
Mstep: Class 14 contains 55280 members 
Mstep: Class 15 contains 27489 members 
Mstep: Class 16 contains 17844 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 24045 members 
Mstep: Class 19 contains 35423 members 
Mstep: Class 20 contains 31452 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 15443 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6308 members 
Mstep: Class 28 contains 28235 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12495 members 
Mstep: Class 32 contains 16692 members 
Mstep: Class 33 contains 4823 members 
Mstep: Class 34 contains 33574 members 
Mstep: Class 35 contains 33631 members 
Mstep: Class 36 contains 38800 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44487 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10725 members 
Mstep: Class 45 contains 14062 members 
Mstep: Class 46 contains 6889 members 
Mstep: Class 47 contains 32007 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16619 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4459 members 
Mstep: Class 54 contains 4201 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15414 members 
Mstep: Class 57 contains 15827 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33243 members 
Mstep: Class 60 contains 33754 members 
Mstep: Class 61 contains 16174 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15945 members 
Mstep: Class 65 contains 3126 members 
Mstep: Class 66 contains 15780 members 
Mstep: Class 67 contains 36983 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354544.000000 Penalty: 230020.765625
Iteration 463Q: 69 clusters Score -1.613545e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 35851 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4902 members 
Mstep: Class 10 contains 31216 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25505 members 
Mstep: Class 14 contains 55265 members 
Mstep: Class 15 contains 27491 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24023 members 
Mstep: Class 19 contains 35217 members 
Mstep: Class 20 contains 31449 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15443 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6298 members 
Mstep: Class 28 contains 28231 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12505 members 
Mstep: Class 32 contains 16687 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 33584 members 
Mstep: Class 35 contains 33675 members 
Mstep: Class 36 contains 38784 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44501 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10722 members 
Mstep: Class 45 contains 14064 members 
Mstep: Class 46 contains 6893 members 
Mstep: Class 47 contains 32423 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16618 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4202 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15416 members 
Mstep: Class 57 contains 15818 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33106 members 
Mstep: Class 60 contains 33641 members 
Mstep: Class 61 contains 16174 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15940 members 
Mstep: Class 65 contains 3126 members 
Mstep: Class 66 contains 15785 members 
Mstep: Class 67 contains 37043 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354336.000000 Penalty: 230020.765625
Iteration 464Q: 69 clusters Score -1.613543e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 35850 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 31205 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25480 members 
Mstep: Class 14 contains 55262 members 
Mstep: Class 15 contains 27485 members 
Mstep: Class 16 contains 17840 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 24002 members 
Mstep: Class 19 contains 35056 members 
Mstep: Class 20 contains 31440 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15443 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6287 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12510 members 
Mstep: Class 32 contains 16679 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 33537 members 
Mstep: Class 35 contains 33739 members 
Mstep: Class 36 contains 38764 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44498 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10730 members 
Mstep: Class 45 contains 14061 members 
Mstep: Class 46 contains 6892 members 
Mstep: Class 47 contains 32734 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16613 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4203 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15424 members 
Mstep: Class 57 contains 15807 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33064 members 
Mstep: Class 60 contains 33493 members 
Mstep: Class 61 contains 16177 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15941 members 
Mstep: Class 65 contains 3125 members 
Mstep: Class 66 contains 15783 members 
Mstep: Class 67 contains 37179 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354096.000000 Penalty: 230020.765625
Iteration 465Q: 69 clusters Score -1.613541e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 35854 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4900 members 
Mstep: Class 10 contains 31194 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25471 members 
Mstep: Class 14 contains 55249 members 
Mstep: Class 15 contains 27490 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23992 members 
Mstep: Class 19 contains 34966 members 
Mstep: Class 20 contains 31430 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15453 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 28263 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12514 members 
Mstep: Class 32 contains 16681 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 33456 members 
Mstep: Class 35 contains 33750 members 
Mstep: Class 36 contains 38694 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44497 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10728 members 
Mstep: Class 45 contains 14058 members 
Mstep: Class 46 contains 6889 members 
Mstep: Class 47 contains 33003 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16625 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4206 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15424 members 
Mstep: Class 57 contains 15800 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33073 members 
Mstep: Class 60 contains 33474 members 
Mstep: Class 61 contains 16185 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15935 members 
Mstep: Class 65 contains 3125 members 
Mstep: Class 66 contains 15770 members 
Mstep: Class 67 contains 37179 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354592.000000 Penalty: 230020.765625
Iteration 466Q: 69 clusters Score -1.613546e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 35856 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4900 members 
Mstep: Class 10 contains 31186 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25463 members 
Mstep: Class 14 contains 55242 members 
Mstep: Class 15 contains 27482 members 
Mstep: Class 16 contains 17863 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23974 members 
Mstep: Class 19 contains 34961 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15459 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6261 members 
Mstep: Class 28 contains 28255 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12513 members 
Mstep: Class 32 contains 16676 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 33395 members 
Mstep: Class 35 contains 33853 members 
Mstep: Class 36 contains 38569 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44498 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10734 members 
Mstep: Class 45 contains 14054 members 
Mstep: Class 46 contains 6888 members 
Mstep: Class 47 contains 33222 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16628 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4210 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15427 members 
Mstep: Class 57 contains 15793 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 33026 members 
Mstep: Class 60 contains 33451 members 
Mstep: Class 61 contains 16191 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15927 members 
Mstep: Class 65 contains 3123 members 
Mstep: Class 66 contains 15753 members 
Mstep: Class 67 contains 37178 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354640.000000 Penalty: 230020.765625
Iteration 467Q: 69 clusters Score -1.613546e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 35871 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4817 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4903 members 
Mstep: Class 10 contains 31177 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25458 members 
Mstep: Class 14 contains 55240 members 
Mstep: Class 15 contains 27488 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23946 members 
Mstep: Class 19 contains 34914 members 
Mstep: Class 20 contains 31424 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15468 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6247 members 
Mstep: Class 28 contains 28266 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12524 members 
Mstep: Class 32 contains 16668 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33359 members 
Mstep: Class 35 contains 33882 members 
Mstep: Class 36 contains 38487 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44495 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10737 members 
Mstep: Class 45 contains 14057 members 
Mstep: Class 46 contains 6887 members 
Mstep: Class 47 contains 33385 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16625 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4214 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15430 members 
Mstep: Class 57 contains 15780 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32984 members 
Mstep: Class 60 contains 33455 members 
Mstep: Class 61 contains 16191 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15926 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15750 members 
Mstep: Class 67 contains 37209 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354704.000000 Penalty: 230020.765625
Iteration 468Q: 69 clusters Score -1.613547e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 31169 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25451 members 
Mstep: Class 14 contains 55241 members 
Mstep: Class 15 contains 27484 members 
Mstep: Class 16 contains 17883 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23928 members 
Mstep: Class 19 contains 34811 members 
Mstep: Class 20 contains 31429 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15466 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6235 members 
Mstep: Class 28 contains 28272 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12538 members 
Mstep: Class 32 contains 16651 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33341 members 
Mstep: Class 35 contains 33902 members 
Mstep: Class 36 contains 38448 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44501 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10738 members 
Mstep: Class 45 contains 14061 members 
Mstep: Class 46 contains 6887 members 
Mstep: Class 47 contains 33558 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16633 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4458 members 
Mstep: Class 54 contains 4218 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15433 members 
Mstep: Class 57 contains 15775 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32948 members 
Mstep: Class 60 contains 33377 members 
Mstep: Class 61 contains 16202 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15925 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15747 members 
Mstep: Class 67 contains 37304 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354608.000000 Penalty: 230020.765625
Iteration 469Q: 69 clusters Score -1.613546e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 35855 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31157 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25454 members 
Mstep: Class 14 contains 55236 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 17894 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23920 members 
Mstep: Class 19 contains 34787 members 
Mstep: Class 20 contains 31435 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15469 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6219 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12543 members 
Mstep: Class 32 contains 16633 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33318 members 
Mstep: Class 35 contains 33853 members 
Mstep: Class 36 contains 38422 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44500 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10737 members 
Mstep: Class 45 contains 14062 members 
Mstep: Class 46 contains 6886 members 
Mstep: Class 47 contains 33718 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16625 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4455 members 
Mstep: Class 54 contains 4219 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15439 members 
Mstep: Class 57 contains 15773 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32886 members 
Mstep: Class 60 contains 33376 members 
Mstep: Class 61 contains 16204 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15933 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15735 members 
Mstep: Class 67 contains 37367 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354320.000000 Penalty: 230020.765625
Iteration 470Q: 69 clusters Score -1.613543e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 35841 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 31141 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25442 members 
Mstep: Class 14 contains 55236 members 
Mstep: Class 15 contains 27481 members 
Mstep: Class 16 contains 17911 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23905 members 
Mstep: Class 19 contains 34682 members 
Mstep: Class 20 contains 31438 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15469 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6200 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12548 members 
Mstep: Class 32 contains 16618 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33293 members 
Mstep: Class 35 contains 33790 members 
Mstep: Class 36 contains 38413 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44506 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10736 members 
Mstep: Class 45 contains 14064 members 
Mstep: Class 46 contains 6888 members 
Mstep: Class 47 contains 33901 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16610 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 624 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4222 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15442 members 
Mstep: Class 57 contains 15759 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32859 members 
Mstep: Class 60 contains 33391 members 
Mstep: Class 61 contains 16203 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15949 members 
Mstep: Class 65 contains 3125 members 
Mstep: Class 66 contains 15720 members 
Mstep: Class 67 contains 37463 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354768.000000 Penalty: 230020.765625
Iteration 471Q: 69 clusters Score -1.613548e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 35847 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 31137 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25443 members 
Mstep: Class 14 contains 55236 members 
Mstep: Class 15 contains 27488 members 
Mstep: Class 16 contains 17925 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23893 members 
Mstep: Class 19 contains 34530 members 
Mstep: Class 20 contains 31434 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15460 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6181 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12557 members 
Mstep: Class 32 contains 16613 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 33275 members 
Mstep: Class 35 contains 33705 members 
Mstep: Class 36 contains 38421 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1177 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44515 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10732 members 
Mstep: Class 45 contains 14056 members 
Mstep: Class 46 contains 6890 members 
Mstep: Class 47 contains 34095 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16610 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4224 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15448 members 
Mstep: Class 57 contains 15744 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32828 members 
Mstep: Class 60 contains 33347 members 
Mstep: Class 61 contains 16208 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15955 members 
Mstep: Class 65 contains 3127 members 
Mstep: Class 66 contains 15710 members 
Mstep: Class 67 contains 37605 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354320.000000 Penalty: 230020.765625
Iteration 472Q: 69 clusters Score -1.613543e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 35853 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 31133 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25437 members 
Mstep: Class 14 contains 55238 members 
Mstep: Class 15 contains 27494 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23885 members 
Mstep: Class 19 contains 34455 members 
Mstep: Class 20 contains 31427 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15450 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 16602 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33270 members 
Mstep: Class 35 contains 33626 members 
Mstep: Class 36 contains 38430 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1176 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44523 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10731 members 
Mstep: Class 45 contains 14047 members 
Mstep: Class 46 contains 6893 members 
Mstep: Class 47 contains 34349 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16621 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4226 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15446 members 
Mstep: Class 57 contains 15732 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32746 members 
Mstep: Class 60 contains 33294 members 
Mstep: Class 61 contains 16211 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15965 members 
Mstep: Class 65 contains 3128 members 
Mstep: Class 66 contains 15705 members 
Mstep: Class 67 contains 37657 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353856.000000 Penalty: 230020.765625
Iteration 473Q: 69 clusters Score -1.613539e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 35846 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 31129 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25435 members 
Mstep: Class 14 contains 55235 members 
Mstep: Class 15 contains 27507 members 
Mstep: Class 16 contains 17934 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23870 members 
Mstep: Class 19 contains 34382 members 
Mstep: Class 20 contains 31420 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15435 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 6139 members 
Mstep: Class 28 contains 28309 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12565 members 
Mstep: Class 32 contains 16609 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33224 members 
Mstep: Class 35 contains 33601 members 
Mstep: Class 36 contains 38421 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1175 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44522 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10732 members 
Mstep: Class 45 contains 14042 members 
Mstep: Class 46 contains 6893 members 
Mstep: Class 47 contains 34526 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4228 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15448 members 
Mstep: Class 57 contains 15721 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32701 members 
Mstep: Class 60 contains 33246 members 
Mstep: Class 61 contains 16214 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15971 members 
Mstep: Class 65 contains 3129 members 
Mstep: Class 66 contains 15699 members 
Mstep: Class 67 contains 37759 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353936.000000 Penalty: 230020.765625
Iteration 474Q: 69 clusters Score -1.613539e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 35835 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 31124 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25444 members 
Mstep: Class 14 contains 55229 members 
Mstep: Class 15 contains 27510 members 
Mstep: Class 16 contains 17941 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23860 members 
Mstep: Class 19 contains 34331 members 
Mstep: Class 20 contains 31414 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15437 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 28308 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 16607 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33180 members 
Mstep: Class 35 contains 33559 members 
Mstep: Class 36 contains 38421 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1174 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44533 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10732 members 
Mstep: Class 45 contains 14042 members 
Mstep: Class 46 contains 6892 members 
Mstep: Class 47 contains 34686 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16628 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4457 members 
Mstep: Class 54 contains 4230 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15441 members 
Mstep: Class 57 contains 15715 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32678 members 
Mstep: Class 60 contains 33176 members 
Mstep: Class 61 contains 16220 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15963 members 
Mstep: Class 65 contains 3128 members 
Mstep: Class 66 contains 15699 members 
Mstep: Class 67 contains 37865 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353680.000000 Penalty: 230020.765625
Iteration 475Q: 69 clusters Score -1.613537e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 35820 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 31116 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25448 members 
Mstep: Class 14 contains 55231 members 
Mstep: Class 15 contains 27517 members 
Mstep: Class 16 contains 17946 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23861 members 
Mstep: Class 19 contains 34269 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15438 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 28298 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12575 members 
Mstep: Class 32 contains 16613 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33146 members 
Mstep: Class 35 contains 33504 members 
Mstep: Class 36 contains 38445 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1173 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44518 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10737 members 
Mstep: Class 45 contains 14043 members 
Mstep: Class 46 contains 6895 members 
Mstep: Class 47 contains 34883 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16625 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4233 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15436 members 
Mstep: Class 57 contains 15710 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32630 members 
Mstep: Class 60 contains 33101 members 
Mstep: Class 61 contains 16219 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15959 members 
Mstep: Class 65 contains 3123 members 
Mstep: Class 66 contains 15692 members 
Mstep: Class 67 contains 37970 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353760.000000 Penalty: 230020.765625
Iteration 476Q: 69 clusters Score -1.613538e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 35818 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 31111 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25437 members 
Mstep: Class 14 contains 55230 members 
Mstep: Class 15 contains 27529 members 
Mstep: Class 16 contains 17950 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23853 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 31395 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15439 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6101 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12574 members 
Mstep: Class 32 contains 16613 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33081 members 
Mstep: Class 35 contains 33467 members 
Mstep: Class 36 contains 38466 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1173 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44519 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10745 members 
Mstep: Class 45 contains 14031 members 
Mstep: Class 46 contains 6896 members 
Mstep: Class 47 contains 35062 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16619 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4235 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15428 members 
Mstep: Class 57 contains 15709 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32648 members 
Mstep: Class 60 contains 32972 members 
Mstep: Class 61 contains 16223 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15961 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15693 members 
Mstep: Class 67 contains 38107 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353888.000000 Penalty: 230020.765625
Iteration 477Q: 69 clusters Score -1.613539e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 35813 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 31106 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25428 members 
Mstep: Class 14 contains 55223 members 
Mstep: Class 15 contains 27530 members 
Mstep: Class 16 contains 17948 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23843 members 
Mstep: Class 19 contains 34141 members 
Mstep: Class 20 contains 31387 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15435 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6094 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12577 members 
Mstep: Class 32 contains 16616 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 33031 members 
Mstep: Class 35 contains 33441 members 
Mstep: Class 36 contains 38465 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44522 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10744 members 
Mstep: Class 45 contains 14027 members 
Mstep: Class 46 contains 6896 members 
Mstep: Class 47 contains 35298 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16624 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4455 members 
Mstep: Class 54 contains 4236 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15431 members 
Mstep: Class 57 contains 15707 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32612 members 
Mstep: Class 60 contains 32830 members 
Mstep: Class 61 contains 16233 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15961 members 
Mstep: Class 65 contains 3121 members 
Mstep: Class 66 contains 15690 members 
Mstep: Class 67 contains 38211 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354096.000000 Penalty: 230020.765625
Iteration 478Q: 69 clusters Score -1.613541e+08 nChanged 1067
Entering ConstructFrom: 
Score: -161354096.000000 Penalty: 230020.765625
Entering ConstructFrom: 
Trying to split cluster 1 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -1033954.375000 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -1033954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1029123.937500 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -1029124 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1030370.750000 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -1030371 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1030580.562500 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -1030581 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1030721.687500 Penalty: 4270.356934
	Iteration 3Q: 3 clusters Score -1030722 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1030830.875000 Penalty: 4270.356934
	Iteration 4Q: 3 clusters Score -1030831 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1030930.812500 Penalty: 4270.356934
	Iteration 5Q: 3 clusters Score -1030931 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1031017.062500 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -1031017 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1031104.312500 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -1031104 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1031188.687500 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -1031189 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1031261.562500 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -1031262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1031333.125000 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -1031333 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1031395.937500 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -1031396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1031460.562500 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -1031461 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1031540.437500 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -1031540 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1031611.750000 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -1031612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1031674.312500 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -1031674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1031725.875000 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -1031726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1031777.875000 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -1031778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1031821.562500 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -1031822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1031862.125000 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -1031862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1031898.500000 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -1031898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1031927.500000 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -1031928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1031948.312500 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -1031948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1031968.250000 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -1031968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1031988.000000 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -1031988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1032002.875000 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -1032003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1032014.125000 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -1032014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1032020.750000 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -1032021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1032026.375000 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -1032026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1032033.125000 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -1032033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1032041.312500 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -1032041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1032046.062500 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -1032046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1032053.250000 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -1032053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1032057.937500 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -1032058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1032059.187500 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -1032059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1032064.000000 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -1032064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1032064.812500 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -1032065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1032066.437500 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -1032066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1032068.062500 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -1032068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1032069.937500 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -1032070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1032076.875000 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -1032077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1032076.937500 Penalty: 4270.356934
	Iteration 41Q: 3 clusters Score -1032077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1032079.625000 Penalty: 4270.356934
	Iteration 42Q: 3 clusters Score -1032080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1032084.312500 Penalty: 4270.356934
	Iteration 43Q: 3 clusters Score -1032084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1032085.187500 Penalty: 4270.356934
	Iteration 44Q: 3 clusters Score -1032085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1032089.375000 Penalty: 4270.356934
	Iteration 45Q: 3 clusters Score -1032089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1032090.125000 Penalty: 4270.356934
	Iteration 46Q: 3 clusters Score -1032090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1032089.875000 Penalty: 4270.356934
	Iteration 47Q: 3 clusters Score -1032090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1032089.875000 Penalty: 4270.356934
	Iteration 48F: 3 clusters Score -1032090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Entering Unmasked Estep 
Score: -6956356.500000 Penalty: 2600.551514
	Iteration 0F: 2 clusters Score -6956356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -6934567.500000 Penalty: 5201.103027
	Iteration 0F: 3 clusters Score -6934568 nChanged 16371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -6943533.000000 Penalty: 5201.103027
	Iteration 1F: 3 clusters Score -6943533 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -6944004.500000 Penalty: 5201.103027
	Iteration 2Q: 3 clusters Score -6944004 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -6944400.500000 Penalty: 5201.103027
	Iteration 3Q: 3 clusters Score -6944400 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -6944768.000000 Penalty: 5201.103027
	Iteration 4Q: 3 clusters Score -6944768 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -6945166.000000 Penalty: 5201.103027
	Iteration 5Q: 3 clusters Score -6945166 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -6945637.000000 Penalty: 5201.103027
	Iteration 6Q: 3 clusters Score -6945637 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -6946242.500000 Penalty: 5201.103027
	Iteration 7Q: 3 clusters Score -6946242 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -6947017.500000 Penalty: 5201.103027
	Iteration 8Q: 3 clusters Score -6947018 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -6948049.500000 Penalty: 5201.103027
	Iteration 9F: 3 clusters Score -6948050 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -6949261.500000 Penalty: 5201.103027
	Iteration 10F: 3 clusters Score -6949262 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -6950688.000000 Penalty: 5201.103027
	Iteration 11F: 3 clusters Score -6950688 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -6951881.000000 Penalty: 5201.103027
	Iteration 12Q: 3 clusters Score -6951881 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6952648.000000 Penalty: 5201.103027
	Iteration 13Q: 3 clusters Score -6952648 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6953182.500000 Penalty: 5201.103027
	Iteration 14Q: 3 clusters Score -6953182 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6953519.000000 Penalty: 5201.103027
	Iteration 15Q: 3 clusters Score -6953519 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6953728.000000 Penalty: 5201.103027
	Iteration 16Q: 3 clusters Score -6953728 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6953892.500000 Penalty: 5201.103027
	Iteration 17Q: 3 clusters Score -6953892 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6953964.500000 Penalty: 5201.103027
	Iteration 18Q: 3 clusters Score -6953964 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6954040.500000 Penalty: 5201.103027
	Iteration 19Q: 3 clusters Score -6954040 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6954114.500000 Penalty: 5201.103027
	Iteration 20F: 3 clusters Score -6954114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6954169.000000 Penalty: 5201.103027
	Iteration 21Q: 3 clusters Score -6954169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6954181.500000 Penalty: 5201.103027
	Iteration 22Q: 3 clusters Score -6954182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6954209.500000 Penalty: 5201.103027
	Iteration 23Q: 3 clusters Score -6954210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6954231.000000 Penalty: 5201.103027
	Iteration 24Q: 3 clusters Score -6954231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6954234.000000 Penalty: 5201.103027
	Iteration 25Q: 3 clusters Score -6954234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6954246.000000 Penalty: 5201.103027
	Iteration 26Q: 3 clusters Score -6954246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6954247.000000 Penalty: 5201.103027
	Iteration 27Q: 3 clusters Score -6954247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6954250.000000 Penalty: 5201.103027
	Iteration 28Q: 3 clusters Score -6954250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6954259.000000 Penalty: 5201.103027
	Iteration 29Q: 3 clusters Score -6954259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6954263.000000 Penalty: 5201.103027
	Iteration 30Q: 3 clusters Score -6954263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6954261.500000 Penalty: 5201.103027
	Iteration 31Q: 3 clusters Score -6954262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6954277.000000 Penalty: 5201.103027
	Iteration 32Q: 3 clusters Score -6954277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6954274.500000 Penalty: 5201.103027
	Iteration 33Q: 3 clusters Score -6954274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6954281.000000 Penalty: 5201.103027
	Iteration 34Q: 3 clusters Score -6954281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6954276.000000 Penalty: 5201.103027
	Iteration 35Q: 3 clusters Score -6954276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6954290.000000 Penalty: 5201.103027
	Iteration 36Q: 3 clusters Score -6954290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6954298.500000 Penalty: 5201.103027
	Iteration 37Q: 3 clusters Score -6954298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6954290.000000 Penalty: 5201.103027
	Iteration 38Q: 3 clusters Score -6954290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6954292.500000 Penalty: 5201.103027
	Iteration 39Q: 3 clusters Score -6954292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6954294.000000 Penalty: 5201.103027
	Iteration 40F: 3 clusters Score -6954294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6954285.000000 Penalty: 5201.103027
	Iteration 41Q: 3 clusters Score -6954285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6954294.000000 Penalty: 5201.103027
	Iteration 42Q: 3 clusters Score -6954294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6954288.000000 Penalty: 5201.103027
	Iteration 43Q: 3 clusters Score -6954288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6954281.500000 Penalty: 5201.103027
	Iteration 44Q: 3 clusters Score -6954282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6954286.000000 Penalty: 5201.103027
	Iteration 45Q: 3 clusters Score -6954286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6954282.000000 Penalty: 5201.103027
	Iteration 46Q: 3 clusters Score -6954282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6954286.500000 Penalty: 5201.103027
	Iteration 47Q: 3 clusters Score -6954286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6954288.000000 Penalty: 5201.103027
	Iteration 48Q: 3 clusters Score -6954288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6954299.000000 Penalty: 5201.103027
	Iteration 49Q: 3 clusters Score -6954299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6954295.500000 Penalty: 5201.103027
	Iteration 50Q: 3 clusters Score -6954296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6954301.500000 Penalty: 5201.103027
	Iteration 51Q: 3 clusters Score -6954302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6954301.500000 Penalty: 5201.103027
	Iteration 52Q: 3 clusters Score -6954302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6954302.000000 Penalty: 5201.103027
	Iteration 53Q: 3 clusters Score -6954302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6954303.000000 Penalty: 5201.103027
	Iteration 54Q: 3 clusters Score -6954303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6954301.000000 Penalty: 5201.103027
	Iteration 55Q: 3 clusters Score -6954301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6954303.000000 Penalty: 5201.103027
	Iteration 56Q: 3 clusters Score -6954303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6954302.000000 Penalty: 5201.103027
	Iteration 57Q: 3 clusters Score -6954302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6954302.500000 Penalty: 5201.103027
	Iteration 58Q: 3 clusters Score -6954302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6954315.500000 Penalty: 5201.103027
	Iteration 59Q: 3 clusters Score -6954316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6954318.000000 Penalty: 5201.103027
	Iteration 60F: 3 clusters Score -6954318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6954317.500000 Penalty: 5201.103027
	Iteration 61Q: 3 clusters Score -6954318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6954317.000000 Penalty: 5201.103027
	Iteration 62Q: 3 clusters Score -6954317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6954312.000000 Penalty: 5201.103027
	Iteration 63Q: 3 clusters Score -6954312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6954312.000000 Penalty: 5201.103027
	Iteration 64F: 3 clusters Score -6954312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -74706.726562 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -74706.73 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 258 members 
Entering Unmasked Estep 
Score: -73290.703125 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -73290.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73625.781250 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -73625.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73835.632812 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -73835.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74036.046875 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -74036.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74263.476562 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -74263.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74390.382812 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -74390.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74455.773438 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -74455.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74567.609375 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -74567.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74644.250000 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -74644.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74697.609375 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -74697.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74748.781250 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -74748.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74789.554688 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -74789.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74797.242188 Penalty: 3107.589355
	Iteration 12Q: 3 clusters Score -74797.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74798.710938 Penalty: 3107.589355
	Iteration 13Q: 3 clusters Score -74798.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74806.062500 Penalty: 3107.589355
	Iteration 14F: 3 clusters Score -74806.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74861.328125 Penalty: 3107.589355
	Iteration 15Q: 3 clusters Score -74861.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74870.367188 Penalty: 3107.589355
	Iteration 16Q: 3 clusters Score -74870.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74870.367188 Penalty: 3107.589355
	Iteration 17F: 3 clusters Score -74870.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 35814 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31091 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25426 members 
Mstep: Class 14 contains 55216 members 
Mstep: Class 15 contains 27544 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23828 members 
Mstep: Class 19 contains 34123 members 
Mstep: Class 20 contains 31390 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 16618 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32997 members 
Mstep: Class 35 contains 33453 members 
Mstep: Class 36 contains 38437 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44523 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10747 members 
Mstep: Class 45 contains 14020 members 
Mstep: Class 46 contains 6897 members 
Mstep: Class 47 contains 35517 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4235 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15430 members 
Mstep: Class 57 contains 15700 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32553 members 
Mstep: Class 60 contains 32727 members 
Mstep: Class 61 contains 16237 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15970 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15674 members 
Mstep: Class 67 contains 38245 members 
Mstep: Class 68 contains 640 members 
Mstep: Class 69 contains 221 members 
Entering Unmasked Estep 
Score: -161352720.000000 Penalty: 233403.421875
Splitting cluster 3 changes total score from -161354096.000000 to -161352720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Entering Unmasked Estep 
Score: -970480.312500 Penalty: 2105.271729
	Iteration 0F: 2 clusters Score -970480.3 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 2403 members 
Entering Unmasked Estep 
Score: -966108.375000 Penalty: 4210.543457
	Iteration 0F: 3 clusters Score -966108.4 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -967069.250000 Penalty: 4210.543457
	Iteration 1F: 3 clusters Score -967069.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -967240.875000 Penalty: 4210.543457
	Iteration 2F: 3 clusters Score -967240.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -967357.687500 Penalty: 4210.543457
	Iteration 3Q: 3 clusters Score -967357.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -967430.312500 Penalty: 4210.543457
	Iteration 4Q: 3 clusters Score -967430.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -967480.875000 Penalty: 4210.543457
	Iteration 5Q: 3 clusters Score -967480.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -967508.125000 Penalty: 4210.543457
	Iteration 6Q: 3 clusters Score -967508.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -967537.187500 Penalty: 4210.543457
	Iteration 7Q: 3 clusters Score -967537.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -967564.437500 Penalty: 4210.543457
	Iteration 8Q: 3 clusters Score -967564.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -967582.750000 Penalty: 4210.543457
	Iteration 9Q: 3 clusters Score -967582.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -967598.125000 Penalty: 4210.543457
	Iteration 10Q: 3 clusters Score -967598.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -967616.500000 Penalty: 4210.543457
	Iteration 11Q: 3 clusters Score -967616.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -967629.625000 Penalty: 4210.543457
	Iteration 12Q: 3 clusters Score -967629.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -967640.875000 Penalty: 4210.543457
	Iteration 13Q: 3 clusters Score -967640.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -967646.062500 Penalty: 4210.543457
	Iteration 14Q: 3 clusters Score -967646.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -967654.937500 Penalty: 4210.543457
	Iteration 15Q: 3 clusters Score -967654.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -967661.875000 Penalty: 4210.543457
	Iteration 16Q: 3 clusters Score -967661.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -967670.375000 Penalty: 4210.543457
	Iteration 17Q: 3 clusters Score -967670.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -967676.250000 Penalty: 4210.543457
	Iteration 18Q: 3 clusters Score -967676.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -967681.687500 Penalty: 4210.543457
	Iteration 19Q: 3 clusters Score -967681.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -967687.750000 Penalty: 4210.543457
	Iteration 20F: 3 clusters Score -967687.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -967690.375000 Penalty: 4210.543457
	Iteration 21Q: 3 clusters Score -967690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -967692.750000 Penalty: 4210.543457
	Iteration 22Q: 3 clusters Score -967692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -967696.375000 Penalty: 4210.543457
	Iteration 23Q: 3 clusters Score -967696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -967697.500000 Penalty: 4210.543457
	Iteration 24Q: 3 clusters Score -967697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -967698.875000 Penalty: 4210.543457
	Iteration 25Q: 3 clusters Score -967698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -967699.812500 Penalty: 4210.543457
	Iteration 26Q: 3 clusters Score -967699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -967699.750000 Penalty: 4210.543457
	Iteration 27Q: 3 clusters Score -967699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -967700.562500 Penalty: 4210.543457
	Iteration 28Q: 3 clusters Score -967700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -967702.062500 Penalty: 4210.543457
	Iteration 29Q: 3 clusters Score -967702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -967701.750000 Penalty: 4210.543457
	Iteration 30Q: 3 clusters Score -967701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -967702.250000 Penalty: 4210.543457
	Iteration 31Q: 3 clusters Score -967702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -967704.562500 Penalty: 4210.543457
	Iteration 32Q: 3 clusters Score -967704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -967704.187500 Penalty: 4210.543457
	Iteration 33Q: 3 clusters Score -967704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -967706.562500 Penalty: 4210.543457
	Iteration 34Q: 3 clusters Score -967706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -967705.625000 Penalty: 4210.543457
	Iteration 35Q: 3 clusters Score -967705.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -967705.625000 Penalty: 4210.543457
	Iteration 36F: 3 clusters Score -967705.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -32284.472656 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -32284.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31177.234375 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -31177.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31474.378906 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -31474.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31634.511719 Penalty: 2859.534668
	Iteration 2F: 3 clusters Score -31634.51 nChanged 14
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: -31816.292969 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -31816.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31828.587891 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -31828.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31846.564453 Penalty: 2859.534668
	Iteration 5Q: 3 clusters Score -31846.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31876.136719 Penalty: 2859.534668
	Iteration 6Q: 3 clusters Score -31876.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31881.466797 Penalty: 2859.534668
	Iteration 7Q: 3 clusters Score -31881.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31881.466797 Penalty: 2859.534668
	Iteration 8F: 3 clusters Score -31881.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -296425.000000 Penalty: 1833.834229
	Iteration 0F: 2 clusters Score -296425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -294134.781250 Penalty: 3667.668457
	Iteration 0F: 3 clusters Score -294134.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -294769.000000 Penalty: 3667.668457
	Iteration 1F: 3 clusters Score -294769 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -295129.281250 Penalty: 3667.668457
	Iteration 2F: 3 clusters Score -295129.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -295316.875000 Penalty: 3667.668457
	Iteration 3F: 3 clusters Score -295316.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -295422.156250 Penalty: 3667.668457
	Iteration 4Q: 3 clusters Score -295422.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -295495.843750 Penalty: 3667.668457
	Iteration 5Q: 3 clusters Score -295495.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -295547.718750 Penalty: 3667.668457
	Iteration 6Q: 3 clusters Score -295547.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -295598.187500 Penalty: 3667.668457
	Iteration 7Q: 3 clusters Score -295598.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -295661.781250 Penalty: 3667.668457
	Iteration 8Q: 3 clusters Score -295661.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -295706.031250 Penalty: 3667.668457
	Iteration 9Q: 3 clusters Score -295706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -295732.937500 Penalty: 3667.668457
	Iteration 10Q: 3 clusters Score -295732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -295750.562500 Penalty: 3667.668457
	Iteration 11Q: 3 clusters Score -295750.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -295759.593750 Penalty: 3667.668457
	Iteration 12Q: 3 clusters Score -295759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -295770.625000 Penalty: 3667.668457
	Iteration 13Q: 3 clusters Score -295770.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -295785.375000 Penalty: 3667.668457
	Iteration 14Q: 3 clusters Score -295785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -295793.468750 Penalty: 3667.668457
	Iteration 15Q: 3 clusters Score -295793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -295800.000000 Penalty: 3667.668457
	Iteration 16Q: 3 clusters Score -295800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -295803.812500 Penalty: 3667.668457
	Iteration 17Q: 3 clusters Score -295803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -295804.656250 Penalty: 3667.668457
	Iteration 18Q: 3 clusters Score -295804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -295805.781250 Penalty: 3667.668457
	Iteration 19Q: 3 clusters Score -295805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -295805.781250 Penalty: 3667.668457
	Iteration 20F: 3 clusters Score -295805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -105650.359375 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -105650.4 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 245 members 
Entering Unmasked Estep 
Score: -104096.765625 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -104096.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -104267.171875 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -104267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -104318.031250 Penalty: 3098.068848
	Iteration 2Q: 3 clusters Score -104318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104335.156250 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -104335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -104337.765625 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -104337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -104337.765625 Penalty: 3098.068848
	Iteration 5F: 3 clusters Score -104337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -149449.093750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -149449.1 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 433 members 
Entering Unmasked Estep 
Score: -147657.203125 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -147657.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -147928.968750 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -147929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148025.140625 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -148025.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -148075.031250 Penalty: 3350.861328
	Iteration 3Q: 3 clusters Score -148075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -148125.984375 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -148126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -148160.250000 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -148160.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -148184.343750 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -148184.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -148203.687500 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -148203.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -148226.640625 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -148226.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -148253.125000 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -148253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -148267.281250 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -148267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -148281.625000 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -148281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -148297.250000 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -148297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -148311.609375 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -148311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -148329.140625 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -148329.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -148347.781250 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -148347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -148361.468750 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -148361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -148363.968750 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -148364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -148365.171875 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -148365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -148365.171875 Penalty: 3350.861328
	Iteration 19F: 3 clusters Score -148365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -939537.750000 Penalty: 2107.506592
	Iteration 0F: 2 clusters Score -939537.8 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 2378 members 
Entering Unmasked Estep 
Score: -935094.437500 Penalty: 4215.013184
	Iteration 0F: 3 clusters Score -935094.4 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -936135.375000 Penalty: 4215.013184
	Iteration 1F: 3 clusters Score -936135.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -936327.062500 Penalty: 4215.013184
	Iteration 2F: 3 clusters Score -936327.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -936460.687500 Penalty: 4215.013184
	Iteration 3Q: 3 clusters Score -936460.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -936578.750000 Penalty: 4215.013184
	Iteration 4Q: 3 clusters Score -936578.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -936690.125000 Penalty: 4215.013184
	Iteration 5Q: 3 clusters Score -936690.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -936834.250000 Penalty: 4215.013184
	Iteration 6Q: 3 clusters Score -936834.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -937001.375000 Penalty: 4215.013184
	Iteration 7Q: 3 clusters Score -937001.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -937167.312500 Penalty: 4215.013184
	Iteration 8Q: 3 clusters Score -937167.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -937333.875000 Penalty: 4215.013184
	Iteration 9Q: 3 clusters Score -937333.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -937478.187500 Penalty: 4215.013184
	Iteration 10Q: 3 clusters Score -937478.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -937592.875000 Penalty: 4215.013184
	Iteration 11Q: 3 clusters Score -937592.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -937684.750000 Penalty: 4215.013184
	Iteration 12Q: 3 clusters Score -937684.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -937743.875000 Penalty: 4215.013184
	Iteration 13Q: 3 clusters Score -937743.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -937781.812500 Penalty: 4215.013184
	Iteration 14Q: 3 clusters Score -937781.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -937813.812500 Penalty: 4215.013184
	Iteration 15Q: 3 clusters Score -937813.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -937840.750000 Penalty: 4215.013184
	Iteration 16Q: 3 clusters Score -937840.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -937860.625000 Penalty: 4215.013184
	Iteration 17Q: 3 clusters Score -937860.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -937874.250000 Penalty: 4215.013184
	Iteration 18Q: 3 clusters Score -937874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -937883.125000 Penalty: 4215.013184
	Iteration 19Q: 3 clusters Score -937883.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -937893.562500 Penalty: 4215.013184
	Iteration 20F: 3 clusters Score -937893.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -937901.187500 Penalty: 4215.013184
	Iteration 21Q: 3 clusters Score -937901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -937906.937500 Penalty: 4215.013184
	Iteration 22Q: 3 clusters Score -937906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -937910.937500 Penalty: 4215.013184
	Iteration 23Q: 3 clusters Score -937910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -937918.625000 Penalty: 4215.013184
	Iteration 24Q: 3 clusters Score -937918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -937920.250000 Penalty: 4215.013184
	Iteration 25Q: 3 clusters Score -937920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -937923.062500 Penalty: 4215.013184
	Iteration 26Q: 3 clusters Score -937923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -937925.187500 Penalty: 4215.013184
	Iteration 27Q: 3 clusters Score -937925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -937926.875000 Penalty: 4215.013184
	Iteration 28Q: 3 clusters Score -937926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -937926.875000 Penalty: 4215.013184
	Iteration 29F: 3 clusters Score -937926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Entering Unmasked Estep 
Score: -5942228.000000 Penalty: 2565.479248
	Iteration 0F: 2 clusters Score -5942228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -5921238.000000 Penalty: 5130.958496
	Iteration 0F: 3 clusters Score -5921238 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5928682.000000 Penalty: 5130.958496
	Iteration 1F: 3 clusters Score -5928682 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5929041.500000 Penalty: 5130.958496
	Iteration 2Q: 3 clusters Score -5929042 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5929302.000000 Penalty: 5130.958496
	Iteration 3Q: 3 clusters Score -5929302 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -5929523.500000 Penalty: 5130.958496
	Iteration 4Q: 3 clusters Score -5929524 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -5929696.500000 Penalty: 5130.958496
	Iteration 5Q: 3 clusters Score -5929696 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -5929925.000000 Penalty: 5130.958496
	Iteration 6Q: 3 clusters Score -5929925 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -5930100.000000 Penalty: 5130.958496
	Iteration 7Q: 3 clusters Score -5930100 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5930250.500000 Penalty: 5130.958496
	Iteration 8Q: 3 clusters Score -5930250 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -5930424.000000 Penalty: 5130.958496
	Iteration 9Q: 3 clusters Score -5930424 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5930576.000000 Penalty: 5130.958496
	Iteration 10Q: 3 clusters Score -5930576 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -5930832.500000 Penalty: 5130.958496
	Iteration 11Q: 3 clusters Score -5930832 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -5931132.500000 Penalty: 5130.958496
	Iteration 12Q: 3 clusters Score -5931132 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5931522.500000 Penalty: 5130.958496
	Iteration 13Q: 3 clusters Score -5931522 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -5931977.000000 Penalty: 5130.958496
	Iteration 14Q: 3 clusters Score -5931977 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5932608.500000 Penalty: 5130.958496
	Iteration 15Q: 3 clusters Score -5932608 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5933377.000000 Penalty: 5130.958496
	Iteration 16Q: 3 clusters Score -5933377 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -5934299.500000 Penalty: 5130.958496
	Iteration 17Q: 3 clusters Score -5934300 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -5935168.500000 Penalty: 5130.958496
	Iteration 18Q: 3 clusters Score -5935168 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -5935894.500000 Penalty: 5130.958496
	Iteration 19Q: 3 clusters Score -5935894 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -5936465.500000 Penalty: 5130.958496
	Iteration 20F: 3 clusters Score -5936466 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -5936823.000000 Penalty: 5130.958496
	Iteration 21Q: 3 clusters Score -5936823 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5937026.000000 Penalty: 5130.958496
	Iteration 22Q: 3 clusters Score -5937026 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -5937186.000000 Penalty: 5130.958496
	Iteration 23Q: 3 clusters Score -5937186 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -5937305.000000 Penalty: 5130.958496
	Iteration 24Q: 3 clusters Score -5937305 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5937364.000000 Penalty: 5130.958496
	Iteration 25Q: 3 clusters Score -5937364 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5937500.500000 Penalty: 5130.958496
	Iteration 26Q: 3 clusters Score -5937500 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -5937594.000000 Penalty: 5130.958496
	Iteration 27Q: 3 clusters Score -5937594 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -5937666.500000 Penalty: 5130.958496
	Iteration 28Q: 3 clusters Score -5937666 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5937828.000000 Penalty: 5130.958496
	Iteration 29Q: 3 clusters Score -5937828 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -5937993.500000 Penalty: 5130.958496
	Iteration 30Q: 3 clusters Score -5937994 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -5938160.500000 Penalty: 5130.958496
	Iteration 31Q: 3 clusters Score -5938160 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -5938394.000000 Penalty: 5130.958496
	Iteration 32Q: 3 clusters Score -5938394 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -5938641.500000 Penalty: 5130.958496
	Iteration 33Q: 3 clusters Score -5938642 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -5938946.000000 Penalty: 5130.958496
	Iteration 34Q: 3 clusters Score -5938946 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -5939153.000000 Penalty: 5130.958496
	Iteration 35Q: 3 clusters Score -5939153 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5939305.500000 Penalty: 5130.958496
	Iteration 36Q: 3 clusters Score -5939306 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -5939457.500000 Penalty: 5130.958496
	Iteration 37Q: 3 clusters Score -5939458 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -5939585.000000 Penalty: 5130.958496
	Iteration 38Q: 3 clusters Score -5939585 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -5939676.000000 Penalty: 5130.958496
	Iteration 39Q: 3 clusters Score -5939676 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -5939764.000000 Penalty: 5130.958496
	Iteration 40F: 3 clusters Score -5939764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5939816.000000 Penalty: 5130.958496
	Iteration 41Q: 3 clusters Score -5939816 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -5939865.500000 Penalty: 5130.958496
	Iteration 42Q: 3 clusters Score -5939866 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -5939918.500000 Penalty: 5130.958496
	Iteration 43Q: 3 clusters Score -5939918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5939951.500000 Penalty: 5130.958496
	Iteration 44Q: 3 clusters Score -5939952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5939972.000000 Penalty: 5130.958496
	Iteration 45Q: 3 clusters Score -5939972 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -5939978.500000 Penalty: 5130.958496
	Iteration 46Q: 3 clusters Score -5939978 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5939998.500000 Penalty: 5130.958496
	Iteration 47Q: 3 clusters Score -5939998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5940030.000000 Penalty: 5130.958496
	Iteration 48Q: 3 clusters Score -5940030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5940052.000000 Penalty: 5130.958496
	Iteration 49Q: 3 clusters Score -5940052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5940068.500000 Penalty: 5130.958496
	Iteration 50Q: 3 clusters Score -5940068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5940083.000000 Penalty: 5130.958496
	Iteration 51Q: 3 clusters Score -5940083 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5940104.000000 Penalty: 5130.958496
	Iteration 52Q: 3 clusters Score -5940104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5940112.500000 Penalty: 5130.958496
	Iteration 53Q: 3 clusters Score -5940112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5940119.000000 Penalty: 5130.958496
	Iteration 54Q: 3 clusters Score -5940119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5940148.500000 Penalty: 5130.958496
	Iteration 55Q: 3 clusters Score -5940148 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5940143.000000 Penalty: 5130.958496
	Iteration 56Q: 3 clusters Score -5940143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5940165.500000 Penalty: 5130.958496
	Iteration 57Q: 3 clusters Score -5940166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5940164.000000 Penalty: 5130.958496
	Iteration 58Q: 3 clusters Score -5940164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5940157.000000 Penalty: 5130.958496
	Iteration 59Q: 3 clusters Score -5940157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5940178.000000 Penalty: 5130.958496
	Iteration 60F: 3 clusters Score -5940178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5940187.500000 Penalty: 5130.958496
	Iteration 61Q: 3 clusters Score -5940188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5940204.000000 Penalty: 5130.958496
	Iteration 62Q: 3 clusters Score -5940204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5940230.500000 Penalty: 5130.958496
	Iteration 63Q: 3 clusters Score -5940230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5940230.500000 Penalty: 5130.958496
	Iteration 64Q: 3 clusters Score -5940230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5940233.000000 Penalty: 5130.958496
	Iteration 65Q: 3 clusters Score -5940233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5940237.500000 Penalty: 5130.958496
	Iteration 66Q: 3 clusters Score -5940238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5940235.000000 Penalty: 5130.958496
	Iteration 67Q: 3 clusters Score -5940235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5940244.000000 Penalty: 5130.958496
	Iteration 68Q: 3 clusters Score -5940244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5940240.500000 Penalty: 5130.958496
	Iteration 69Q: 3 clusters Score -5940240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5940240.000000 Penalty: 5130.958496
	Iteration 70Q: 3 clusters Score -5940240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5940238.000000 Penalty: 5130.958496
	Iteration 71Q: 3 clusters Score -5940238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5940236.500000 Penalty: 5130.958496
	Iteration 72Q: 3 clusters Score -5940236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5940246.000000 Penalty: 5130.958496
	Iteration 73Q: 3 clusters Score -5940246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5940261.500000 Penalty: 5130.958496
	Iteration 74Q: 3 clusters Score -5940262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5940256.500000 Penalty: 5130.958496
	Iteration 75Q: 3 clusters Score -5940256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5940255.000000 Penalty: 5130.958496
	Iteration 76Q: 3 clusters Score -5940255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5940270.000000 Penalty: 5130.958496
	Iteration 77Q: 3 clusters Score -5940270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5940274.500000 Penalty: 5130.958496
	Iteration 78Q: 3 clusters Score -5940274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5940265.000000 Penalty: 5130.958496
	Iteration 79Q: 3 clusters Score -5940265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5940262.000000 Penalty: 5130.958496
	Iteration 80F: 3 clusters Score -5940262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5940269.500000 Penalty: 5130.958496
	Iteration 81Q: 3 clusters Score -5940270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5940272.500000 Penalty: 5130.958496
	Iteration 82Q: 3 clusters Score -5940272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5940264.500000 Penalty: 5130.958496
	Iteration 83Q: 3 clusters Score -5940264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5940269.000000 Penalty: 5130.958496
	Iteration 84Q: 3 clusters Score -5940269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5940268.500000 Penalty: 5130.958496
	Iteration 85Q: 3 clusters Score -5940268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5940266.000000 Penalty: 5130.958496
	Iteration 86Q: 3 clusters Score -5940266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5940284.500000 Penalty: 5130.958496
	Iteration 87Q: 3 clusters Score -5940284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5940280.000000 Penalty: 5130.958496
	Iteration 88Q: 3 clusters Score -5940280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5940284.500000 Penalty: 5130.958496
	Iteration 89Q: 3 clusters Score -5940284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5940289.500000 Penalty: 5130.958496
	Iteration 90Q: 3 clusters Score -5940290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5940286.500000 Penalty: 5130.958496
	Iteration 91Q: 3 clusters Score -5940286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5940290.500000 Penalty: 5130.958496
	Iteration 92Q: 3 clusters Score -5940290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5940298.000000 Penalty: 5130.958496
	Iteration 93Q: 3 clusters Score -5940298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5940302.000000 Penalty: 5130.958496
	Iteration 94Q: 3 clusters Score -5940302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5940295.000000 Penalty: 5130.958496
	Iteration 95Q: 3 clusters Score -5940295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5940298.000000 Penalty: 5130.958496
	Iteration 96Q: 3 clusters Score -5940298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5940301.500000 Penalty: 5130.958496
	Iteration 97Q: 3 clusters Score -5940302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5940301.500000 Penalty: 5130.958496
	Iteration 98Q: 3 clusters Score -5940302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5940299.000000 Penalty: 5130.958496
	Iteration 99Q: 3 clusters Score -5940299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5940294.500000 Penalty: 5130.958496
	Iteration 100F: 3 clusters Score -5940294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5940292.000000 Penalty: 5130.958496
	Iteration 101Q: 3 clusters Score -5940292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5940292.000000 Penalty: 5130.958496
	Iteration 102F: 3 clusters Score -5940292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -59347.957031 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -59347.96 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 196 members 
Entering Unmasked Estep 
Score: -58007.402344 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -58007.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58337.738281 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -58337.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58605.324219 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -58605.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58838.984375 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -58838.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58990.093750 Penalty: 2974.240234
	Iteration 4F: 3 clusters Score -58990.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59180.984375 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -59180.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59296.757812 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -59296.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59382.445312 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -59382.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59439.968750 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -59439.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59536.734375 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -59536.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59545.519531 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -59545.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59548.679688 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -59548.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59548.679688 Penalty: 2974.240234
	Iteration 12F: 3 clusters Score -59548.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 35814 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31091 members 
Mstep: Class 11 contains 185 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25426 members 
Mstep: Class 14 contains 55216 members 
Mstep: Class 15 contains 27544 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23828 members 
Mstep: Class 19 contains 34123 members 
Mstep: Class 20 contains 31390 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 16618 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32997 members 
Mstep: Class 35 contains 33453 members 
Mstep: Class 36 contains 38437 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44523 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10747 members 
Mstep: Class 45 contains 14020 members 
Mstep: Class 46 contains 6897 members 
Mstep: Class 47 contains 35517 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4235 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15430 members 
Mstep: Class 57 contains 15700 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32553 members 
Mstep: Class 60 contains 32727 members 
Mstep: Class 61 contains 16237 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15970 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15674 members 
Mstep: Class 67 contains 38245 members 
Mstep: Class 68 contains 640 members 
Mstep: Class 69 contains 217 members 
Entering Unmasked Estep 
Score: -161353216.000000 Penalty: 233403.421875
Splitting cluster 11 changes total score from -161354096.000000 to -161353216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -51460.019531 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -51460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50310.609375 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -50310.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50532.417969 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -50532.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50651.800781 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -50651.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50761.925781 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -50761.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50850.511719 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -50850.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50866.246094 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -50866.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50874.968750 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -50874.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50909.046875 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -50909.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50909.046875 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -50909.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Entering Unmasked Estep 
Score: -4843889.500000 Penalty: 2515.594971
	Iteration 0F: 2 clusters Score -4843890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4826355.000000 Penalty: 5031.189941
	Iteration 0F: 3 clusters Score -4826355 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4832378.000000 Penalty: 5031.189941
	Iteration 1F: 3 clusters Score -4832378 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4832769.500000 Penalty: 5031.189941
	Iteration 2Q: 3 clusters Score -4832770 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -4833143.500000 Penalty: 5031.189941
	Iteration 3Q: 3 clusters Score -4833144 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4833495.000000 Penalty: 5031.189941
	Iteration 4Q: 3 clusters Score -4833495 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -4833966.500000 Penalty: 5031.189941
	Iteration 5Q: 3 clusters Score -4833966 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4834632.000000 Penalty: 5031.189941
	Iteration 6Q: 3 clusters Score -4834632 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -4835547.000000 Penalty: 5031.189941
	Iteration 7F: 3 clusters Score -4835547 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -4836820.000000 Penalty: 5031.189941
	Iteration 8F: 3 clusters Score -4836820 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -4838373.500000 Penalty: 5031.189941
	Iteration 9F: 3 clusters Score -4838374 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4839746.000000 Penalty: 5031.189941
	Iteration 10F: 3 clusters Score -4839746 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4840657.000000 Penalty: 5031.189941
	Iteration 11Q: 3 clusters Score -4840657 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -4841179.500000 Penalty: 5031.189941
	Iteration 12Q: 3 clusters Score -4841180 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -4841449.500000 Penalty: 5031.189941
	Iteration 13Q: 3 clusters Score -4841450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4841579.500000 Penalty: 5031.189941
	Iteration 14Q: 3 clusters Score -4841580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -4841649.000000 Penalty: 5031.189941
	Iteration 15Q: 3 clusters Score -4841649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4841669.500000 Penalty: 5031.189941
	Iteration 16Q: 3 clusters Score -4841670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4841702.000000 Penalty: 5031.189941
	Iteration 17Q: 3 clusters Score -4841702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -4841739.000000 Penalty: 5031.189941
	Iteration 18Q: 3 clusters Score -4841739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4841744.500000 Penalty: 5031.189941
	Iteration 19Q: 3 clusters Score -4841744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4841751.500000 Penalty: 5031.189941
	Iteration 20F: 3 clusters Score -4841752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4841751.500000 Penalty: 5031.189941
	Iteration 21Q: 3 clusters Score -4841752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4841757.000000 Penalty: 5031.189941
	Iteration 22Q: 3 clusters Score -4841757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4841757.000000 Penalty: 5031.189941
	Iteration 23F: 3 clusters Score -4841757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Entering Unmasked Estep 
Score: -10292379.000000 Penalty: 2707.914062
	Iteration 0F: 2 clusters Score -1.029238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -10255657.000000 Penalty: 5415.828125
	Iteration 0F: 3 clusters Score -1.025566e+07 nChanged 25728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -10269748.000000 Penalty: 5415.828125
	Iteration 1F: 3 clusters Score -1.026975e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -10270237.000000 Penalty: 5415.828125
	Iteration 2Q: 3 clusters Score -1.027024e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -10270741.000000 Penalty: 5415.828125
	Iteration 3Q: 3 clusters Score -1.027074e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -10271234.000000 Penalty: 5415.828125
	Iteration 4Q: 3 clusters Score -1.027123e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -10271834.000000 Penalty: 5415.828125
	Iteration 5Q: 3 clusters Score -1.027183e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -10272606.000000 Penalty: 5415.828125
	Iteration 6Q: 3 clusters Score -1.027261e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -10273976.000000 Penalty: 5415.828125
	Iteration 7Q: 3 clusters Score -1.027398e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -10275887.000000 Penalty: 5415.828125
	Iteration 8F: 3 clusters Score -1.027589e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -10278293.000000 Penalty: 5415.828125
	Iteration 9F: 3 clusters Score -1.027829e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -10281293.000000 Penalty: 5415.828125
	Iteration 10F: 3 clusters Score -1.028129e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -10284182.000000 Penalty: 5415.828125
	Iteration 11F: 3 clusters Score -1.028418e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -10286480.000000 Penalty: 5415.828125
	Iteration 12F: 3 clusters Score -1.028648e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10288188.000000 Penalty: 5415.828125
	Iteration 13Q: 3 clusters Score -1.028819e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -10289074.000000 Penalty: 5415.828125
	Iteration 14Q: 3 clusters Score -1.028907e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10289534.000000 Penalty: 5415.828125
	Iteration 15Q: 3 clusters Score -1.028953e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10289796.000000 Penalty: 5415.828125
	Iteration 16Q: 3 clusters Score -1.02898e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10289930.000000 Penalty: 5415.828125
	Iteration 17Q: 3 clusters Score -1.028993e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10290019.000000 Penalty: 5415.828125
	Iteration 18Q: 3 clusters Score -1.029002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10290055.000000 Penalty: 5415.828125
	Iteration 19Q: 3 clusters Score -1.029006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10290071.000000 Penalty: 5415.828125
	Iteration 20F: 3 clusters Score -1.029007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10290085.000000 Penalty: 5415.828125
	Iteration 21Q: 3 clusters Score -1.029008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10290105.000000 Penalty: 5415.828125
	Iteration 22Q: 3 clusters Score -1.02901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10290124.000000 Penalty: 5415.828125
	Iteration 23Q: 3 clusters Score -1.029012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10290137.000000 Penalty: 5415.828125
	Iteration 24Q: 3 clusters Score -1.029014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10290144.000000 Penalty: 5415.828125
	Iteration 25Q: 3 clusters Score -1.029014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10290146.000000 Penalty: 5415.828125
	Iteration 26Q: 3 clusters Score -1.029015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10290149.000000 Penalty: 5415.828125
	Iteration 27Q: 3 clusters Score -1.029015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10290153.000000 Penalty: 5415.828125
	Iteration 28Q: 3 clusters Score -1.029015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10290154.000000 Penalty: 5415.828125
	Iteration 29Q: 3 clusters Score -1.029015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10290158.000000 Penalty: 5415.828125
	Iteration 30Q: 3 clusters Score -1.029016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10290161.000000 Penalty: 5415.828125
	Iteration 31Q: 3 clusters Score -1.029016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10290161.000000 Penalty: 5415.828125
	Iteration 32F: 3 clusters Score -1.029016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Entering Unmasked Estep 
Score: -5624554.500000 Penalty: 2535.437988
	Iteration 0F: 2 clusters Score -5624554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5606378.000000 Penalty: 5070.875977
	Iteration 0F: 3 clusters Score -5606378 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -5613056.500000 Penalty: 5070.875977
	Iteration 1F: 3 clusters Score -5613056 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5613531.000000 Penalty: 5070.875977
	Iteration 2Q: 3 clusters Score -5613531 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5613986.500000 Penalty: 5070.875977
	Iteration 3Q: 3 clusters Score -5613986 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -5614491.500000 Penalty: 5070.875977
	Iteration 4Q: 3 clusters Score -5614492 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5615110.000000 Penalty: 5070.875977
	Iteration 5Q: 3 clusters Score -5615110 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5615894.500000 Penalty: 5070.875977
	Iteration 6Q: 3 clusters Score -5615894 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -5616809.000000 Penalty: 5070.875977
	Iteration 7F: 3 clusters Score -5616809 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -5617749.000000 Penalty: 5070.875977
	Iteration 8F: 3 clusters Score -5617749 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -5618647.500000 Penalty: 5070.875977
	Iteration 9Q: 3 clusters Score -5618648 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -5619453.500000 Penalty: 5070.875977
	Iteration 10Q: 3 clusters Score -5619454 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -5620145.000000 Penalty: 5070.875977
	Iteration 11Q: 3 clusters Score -5620145 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5620711.500000 Penalty: 5070.875977
	Iteration 12Q: 3 clusters Score -5620712 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -5621162.000000 Penalty: 5070.875977
	Iteration 13Q: 3 clusters Score -5621162 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5621544.000000 Penalty: 5070.875977
	Iteration 14Q: 3 clusters Score -5621544 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5621772.500000 Penalty: 5070.875977
	Iteration 15Q: 3 clusters Score -5621772 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -5621924.500000 Penalty: 5070.875977
	Iteration 16Q: 3 clusters Score -5621924 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5622006.500000 Penalty: 5070.875977
	Iteration 17Q: 3 clusters Score -5622006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -5622068.500000 Penalty: 5070.875977
	Iteration 18Q: 3 clusters Score -5622068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5622120.500000 Penalty: 5070.875977
	Iteration 19Q: 3 clusters Score -5622120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5622166.500000 Penalty: 5070.875977
	Iteration 20F: 3 clusters Score -5622166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -5622208.000000 Penalty: 5070.875977
	Iteration 21Q: 3 clusters Score -5622208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -5622258.000000 Penalty: 5070.875977
	Iteration 22Q: 3 clusters Score -5622258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5622277.500000 Penalty: 5070.875977
	Iteration 23Q: 3 clusters Score -5622278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -5622289.000000 Penalty: 5070.875977
	Iteration 24Q: 3 clusters Score -5622289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -5622286.500000 Penalty: 5070.875977
	Iteration 25Q: 3 clusters Score -5622286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5622306.500000 Penalty: 5070.875977
	Iteration 26Q: 3 clusters Score -5622306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -5622306.000000 Penalty: 5070.875977
	Iteration 27Q: 3 clusters Score -5622306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -5622313.000000 Penalty: 5070.875977
	Iteration 28Q: 3 clusters Score -5622313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5622311.500000 Penalty: 5070.875977
	Iteration 29Q: 3 clusters Score -5622312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -5622310.500000 Penalty: 5070.875977
	Iteration 30Q: 3 clusters Score -5622310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -5622314.500000 Penalty: 5070.875977
	Iteration 31Q: 3 clusters Score -5622314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -5622320.000000 Penalty: 5070.875977
	Iteration 32Q: 3 clusters Score -5622320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5622316.500000 Penalty: 5070.875977
	Iteration 33Q: 3 clusters Score -5622316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5622314.500000 Penalty: 5070.875977
	Iteration 34Q: 3 clusters Score -5622314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5622314.500000 Penalty: 5070.875977
	Iteration 35F: 3 clusters Score -5622314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Entering Unmasked Estep 
Score: -3780476.000000 Penalty: 2429.411377
	Iteration 0F: 2 clusters Score -3780476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3768770.000000 Penalty: 4858.822754
	Iteration 0F: 3 clusters Score -3768770 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3772804.750000 Penalty: 4858.822754
	Iteration 1F: 3 clusters Score -3772805 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3773088.250000 Penalty: 4858.822754
	Iteration 2F: 3 clusters Score -3773088 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3773340.500000 Penalty: 4858.822754
	Iteration 3Q: 3 clusters Score -3773340 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3773527.250000 Penalty: 4858.822754
	Iteration 4Q: 3 clusters Score -3773527 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3773680.750000 Penalty: 4858.822754
	Iteration 5Q: 3 clusters Score -3773681 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3773850.500000 Penalty: 4858.822754
	Iteration 6Q: 3 clusters Score -3773850 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3774002.250000 Penalty: 4858.822754
	Iteration 7Q: 3 clusters Score -3774002 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3774193.750000 Penalty: 4858.822754
	Iteration 8Q: 3 clusters Score -3774194 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3774430.250000 Penalty: 4858.822754
	Iteration 9Q: 3 clusters Score -3774430 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3774711.500000 Penalty: 4858.822754
	Iteration 10Q: 3 clusters Score -3774712 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3775023.000000 Penalty: 4858.822754
	Iteration 11Q: 3 clusters Score -3775023 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3775453.000000 Penalty: 4858.822754
	Iteration 12Q: 3 clusters Score -3775453 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3776003.250000 Penalty: 4858.822754
	Iteration 13Q: 3 clusters Score -3776003 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3776659.500000 Penalty: 4858.822754
	Iteration 14F: 3 clusters Score -3776660 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3777168.250000 Penalty: 4858.822754
	Iteration 15Q: 3 clusters Score -3777168 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3777593.750000 Penalty: 4858.822754
	Iteration 16Q: 3 clusters Score -3777594 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3777858.000000 Penalty: 4858.822754
	Iteration 17Q: 3 clusters Score -3777858 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3778040.250000 Penalty: 4858.822754
	Iteration 18Q: 3 clusters Score -3778040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3778155.250000 Penalty: 4858.822754
	Iteration 19Q: 3 clusters Score -3778155 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3778225.750000 Penalty: 4858.822754
	Iteration 20F: 3 clusters Score -3778226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3778266.000000 Penalty: 4858.822754
	Iteration 21Q: 3 clusters Score -3778266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3778307.250000 Penalty: 4858.822754
	Iteration 22Q: 3 clusters Score -3778307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3778338.500000 Penalty: 4858.822754
	Iteration 23Q: 3 clusters Score -3778338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3778350.250000 Penalty: 4858.822754
	Iteration 24Q: 3 clusters Score -3778350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3778360.750000 Penalty: 4858.822754
	Iteration 25Q: 3 clusters Score -3778361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3778362.750000 Penalty: 4858.822754
	Iteration 26Q: 3 clusters Score -3778363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3778370.500000 Penalty: 4858.822754
	Iteration 27Q: 3 clusters Score -3778370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3778376.250000 Penalty: 4858.822754
	Iteration 28Q: 3 clusters Score -3778376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3778384.250000 Penalty: 4858.822754
	Iteration 29Q: 3 clusters Score -3778384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3778384.500000 Penalty: 4858.822754
	Iteration 30Q: 3 clusters Score -3778384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3778389.500000 Penalty: 4858.822754
	Iteration 31Q: 3 clusters Score -3778390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3778394.500000 Penalty: 4858.822754
	Iteration 32Q: 3 clusters Score -3778394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3778394.500000 Penalty: 4858.822754
	Iteration 33F: 3 clusters Score -3778394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Entering Unmasked Estep 
Score: -1333681.625000 Penalty: 2206.116211
	Iteration 0F: 2 clusters Score -1333682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1327720.125000 Penalty: 4412.232422
	Iteration 0F: 3 clusters Score -1327720 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1329412.500000 Penalty: 4412.232422
	Iteration 1F: 3 clusters Score -1329412 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1329865.875000 Penalty: 4412.232422
	Iteration 2F: 3 clusters Score -1329866 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1330385.125000 Penalty: 4412.232422
	Iteration 3F: 3 clusters Score -1330385 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1330949.875000 Penalty: 4412.232422
	Iteration 4F: 3 clusters Score -1330950 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1331445.750000 Penalty: 4412.232422
	Iteration 5F: 3 clusters Score -1331446 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1331835.000000 Penalty: 4412.232422
	Iteration 6F: 3 clusters Score -1331835 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1332102.500000 Penalty: 4412.232422
	Iteration 7F: 3 clusters Score -1332102 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1332273.000000 Penalty: 4412.232422
	Iteration 8Q: 3 clusters Score -1332273 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1332410.000000 Penalty: 4412.232422
	Iteration 9Q: 3 clusters Score -1332410 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1332515.875000 Penalty: 4412.232422
	Iteration 10Q: 3 clusters Score -1332516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1332598.000000 Penalty: 4412.232422
	Iteration 11Q: 3 clusters Score -1332598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1332659.625000 Penalty: 4412.232422
	Iteration 12Q: 3 clusters Score -1332660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1332726.500000 Penalty: 4412.232422
	Iteration 13Q: 3 clusters Score -1332726 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1332767.125000 Penalty: 4412.232422
	Iteration 14Q: 3 clusters Score -1332767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1332796.250000 Penalty: 4412.232422
	Iteration 15Q: 3 clusters Score -1332796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1332820.125000 Penalty: 4412.232422
	Iteration 16Q: 3 clusters Score -1332820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1332840.125000 Penalty: 4412.232422
	Iteration 17Q: 3 clusters Score -1332840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1332852.250000 Penalty: 4412.232422
	Iteration 18Q: 3 clusters Score -1332852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1332859.125000 Penalty: 4412.232422
	Iteration 19Q: 3 clusters Score -1332859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1332869.125000 Penalty: 4412.232422
	Iteration 20F: 3 clusters Score -1332869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1332878.750000 Penalty: 4412.232422
	Iteration 21Q: 3 clusters Score -1332879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1332896.250000 Penalty: 4412.232422
	Iteration 22Q: 3 clusters Score -1332896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1332910.375000 Penalty: 4412.232422
	Iteration 23Q: 3 clusters Score -1332910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1332922.750000 Penalty: 4412.232422
	Iteration 24Q: 3 clusters Score -1332923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1332939.875000 Penalty: 4412.232422
	Iteration 25Q: 3 clusters Score -1332940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1332951.000000 Penalty: 4412.232422
	Iteration 26Q: 3 clusters Score -1332951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1332972.875000 Penalty: 4412.232422
	Iteration 27Q: 3 clusters Score -1332973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1332991.000000 Penalty: 4412.232422
	Iteration 28Q: 3 clusters Score -1332991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1333005.500000 Penalty: 4412.232422
	Iteration 29Q: 3 clusters Score -1333006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1333017.000000 Penalty: 4412.232422
	Iteration 30Q: 3 clusters Score -1333017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1333025.000000 Penalty: 4412.232422
	Iteration 31Q: 3 clusters Score -1333025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1333032.750000 Penalty: 4412.232422
	Iteration 32Q: 3 clusters Score -1333033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1333045.500000 Penalty: 4412.232422
	Iteration 33Q: 3 clusters Score -1333046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1333054.250000 Penalty: 4412.232422
	Iteration 34Q: 3 clusters Score -1333054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1333067.000000 Penalty: 4412.232422
	Iteration 35Q: 3 clusters Score -1333067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1333079.875000 Penalty: 4412.232422
	Iteration 36Q: 3 clusters Score -1333080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1333085.500000 Penalty: 4412.232422
	Iteration 37Q: 3 clusters Score -1333086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1333090.500000 Penalty: 4412.232422
	Iteration 38Q: 3 clusters Score -1333090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1333097.375000 Penalty: 4412.232422
	Iteration 39Q: 3 clusters Score -1333097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1333100.750000 Penalty: 4412.232422
	Iteration 40F: 3 clusters Score -1333101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1333102.125000 Penalty: 4412.232422
	Iteration 41Q: 3 clusters Score -1333102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1333111.375000 Penalty: 4412.232422
	Iteration 42Q: 3 clusters Score -1333111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1333112.625000 Penalty: 4412.232422
	Iteration 43Q: 3 clusters Score -1333113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1333115.750000 Penalty: 4412.232422
	Iteration 44Q: 3 clusters Score -1333116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1333120.500000 Penalty: 4412.232422
	Iteration 45Q: 3 clusters Score -1333120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1333122.250000 Penalty: 4412.232422
	Iteration 46Q: 3 clusters Score -1333122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1333127.375000 Penalty: 4412.232422
	Iteration 47Q: 3 clusters Score -1333127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1333126.750000 Penalty: 4412.232422
	Iteration 48Q: 3 clusters Score -1333127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1333130.250000 Penalty: 4412.232422
	Iteration 49Q: 3 clusters Score -1333130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1333131.125000 Penalty: 4412.232422
	Iteration 50Q: 3 clusters Score -1333131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1333134.875000 Penalty: 4412.232422
	Iteration 51Q: 3 clusters Score -1333135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1333135.000000 Penalty: 4412.232422
	Iteration 52Q: 3 clusters Score -1333135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1333136.875000 Penalty: 4412.232422
	Iteration 53Q: 3 clusters Score -1333137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1333135.500000 Penalty: 4412.232422
	Iteration 54Q: 3 clusters Score -1333136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1333135.750000 Penalty: 4412.232422
	Iteration 55Q: 3 clusters Score -1333136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1333135.000000 Penalty: 4412.232422
	Iteration 56Q: 3 clusters Score -1333135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1333135.000000 Penalty: 4412.232422
	Iteration 57F: 3 clusters Score -1333135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Entering Unmasked Estep 
Score: -4598260.000000 Penalty: 2499.497070
	Iteration 0F: 2 clusters Score -4598260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4581836.500000 Penalty: 4998.994141
	Iteration 0F: 3 clusters Score -4581836 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4587350.000000 Penalty: 4998.994141
	Iteration 1F: 3 clusters Score -4587350 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4587710.000000 Penalty: 4998.994141
	Iteration 2Q: 3 clusters Score -4587710 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -4588006.500000 Penalty: 4998.994141
	Iteration 3Q: 3 clusters Score -4588006 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4588301.500000 Penalty: 4998.994141
	Iteration 4Q: 3 clusters Score -4588302 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4588653.500000 Penalty: 4998.994141
	Iteration 5Q: 3 clusters Score -4588654 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4589117.500000 Penalty: 4998.994141
	Iteration 6Q: 3 clusters Score -4589118 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -4589723.500000 Penalty: 4998.994141
	Iteration 7Q: 3 clusters Score -4589724 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4590461.000000 Penalty: 4998.994141
	Iteration 8Q: 3 clusters Score -4590461 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4591236.000000 Penalty: 4998.994141
	Iteration 9Q: 3 clusters Score -4591236 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4591984.500000 Penalty: 4998.994141
	Iteration 10Q: 3 clusters Score -4591984 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4592645.000000 Penalty: 4998.994141
	Iteration 11Q: 3 clusters Score -4592645 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4593292.000000 Penalty: 4998.994141
	Iteration 12Q: 3 clusters Score -4593292 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4593832.000000 Penalty: 4998.994141
	Iteration 13Q: 3 clusters Score -4593832 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4594267.000000 Penalty: 4998.994141
	Iteration 14Q: 3 clusters Score -4594267 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4594587.500000 Penalty: 4998.994141
	Iteration 15Q: 3 clusters Score -4594588 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4594854.500000 Penalty: 4998.994141
	Iteration 16Q: 3 clusters Score -4594854 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4595046.000000 Penalty: 4998.994141
	Iteration 17Q: 3 clusters Score -4595046 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4595202.000000 Penalty: 4998.994141
	Iteration 18Q: 3 clusters Score -4595202 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -4595355.000000 Penalty: 4998.994141
	Iteration 19Q: 3 clusters Score -4595355 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4595448.500000 Penalty: 4998.994141
	Iteration 20F: 3 clusters Score -4595448 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -4595547.000000 Penalty: 4998.994141
	Iteration 21Q: 3 clusters Score -4595547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4595623.500000 Penalty: 4998.994141
	Iteration 22Q: 3 clusters Score -4595624 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -4595691.500000 Penalty: 4998.994141
	Iteration 23Q: 3 clusters Score -4595692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4595742.000000 Penalty: 4998.994141
	Iteration 24Q: 3 clusters Score -4595742 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4595769.000000 Penalty: 4998.994141
	Iteration 25Q: 3 clusters Score -4595769 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4595821.000000 Penalty: 4998.994141
	Iteration 26Q: 3 clusters Score -4595821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4595844.500000 Penalty: 4998.994141
	Iteration 27Q: 3 clusters Score -4595844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4595865.500000 Penalty: 4998.994141
	Iteration 28Q: 3 clusters Score -4595866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4595884.000000 Penalty: 4998.994141
	Iteration 29Q: 3 clusters Score -4595884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4595897.000000 Penalty: 4998.994141
	Iteration 30Q: 3 clusters Score -4595897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4595918.500000 Penalty: 4998.994141
	Iteration 31Q: 3 clusters Score -4595918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -4595921.500000 Penalty: 4998.994141
	Iteration 32Q: 3 clusters Score -4595922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -4595952.000000 Penalty: 4998.994141
	Iteration 33Q: 3 clusters Score -4595952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4595962.500000 Penalty: 4998.994141
	Iteration 34Q: 3 clusters Score -4595962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4595982.000000 Penalty: 4998.994141
	Iteration 35Q: 3 clusters Score -4595982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -4596008.500000 Penalty: 4998.994141
	Iteration 36Q: 3 clusters Score -4596008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4596032.000000 Penalty: 4998.994141
	Iteration 37Q: 3 clusters Score -4596032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -4596051.000000 Penalty: 4998.994141
	Iteration 38Q: 3 clusters Score -4596051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -4596063.500000 Penalty: 4998.994141
	Iteration 39Q: 3 clusters Score -4596064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -4596076.500000 Penalty: 4998.994141
	Iteration 40F: 3 clusters Score -4596076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -4596077.000000 Penalty: 4998.994141
	Iteration 41Q: 3 clusters Score -4596077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4596080.500000 Penalty: 4998.994141
	Iteration 42Q: 3 clusters Score -4596080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4596088.500000 Penalty: 4998.994141
	Iteration 43Q: 3 clusters Score -4596088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4596088.500000 Penalty: 4998.994141
	Iteration 44Q: 3 clusters Score -4596088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4596090.000000 Penalty: 4998.994141
	Iteration 45Q: 3 clusters Score -4596090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4596092.000000 Penalty: 4998.994141
	Iteration 46Q: 3 clusters Score -4596092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4596089.500000 Penalty: 4998.994141
	Iteration 47Q: 3 clusters Score -4596090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4596100.000000 Penalty: 4998.994141
	Iteration 48Q: 3 clusters Score -4596100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -4596106.000000 Penalty: 4998.994141
	Iteration 49Q: 3 clusters Score -4596106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4596112.000000 Penalty: 4998.994141
	Iteration 50Q: 3 clusters Score -4596112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -4596113.500000 Penalty: 4998.994141
	Iteration 51Q: 3 clusters Score -4596114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4596115.500000 Penalty: 4998.994141
	Iteration 52Q: 3 clusters Score -4596116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4596117.000000 Penalty: 4998.994141
	Iteration 53Q: 3 clusters Score -4596117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4596113.500000 Penalty: 4998.994141
	Iteration 54Q: 3 clusters Score -4596114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -4596114.500000 Penalty: 4998.994141
	Iteration 55Q: 3 clusters Score -4596114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4596117.000000 Penalty: 4998.994141
	Iteration 56Q: 3 clusters Score -4596117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4596117.500000 Penalty: 4998.994141
	Iteration 57Q: 3 clusters Score -4596118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -4596112.500000 Penalty: 4998.994141
	Iteration 58Q: 3 clusters Score -4596112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -4596110.500000 Penalty: 4998.994141
	Iteration 59Q: 3 clusters Score -4596110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4596110.500000 Penalty: 4998.994141
	Iteration 60F: 3 clusters Score -4596110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Entering Unmasked Estep 
Score: -6646312.000000 Penalty: 2588.556396
	Iteration 0F: 2 clusters Score -6646312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -6624598.000000 Penalty: 5177.112793
	Iteration 0F: 3 clusters Score -6624598 nChanged 15636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -6633099.500000 Penalty: 5177.112793
	Iteration 1F: 3 clusters Score -6633100 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -6633568.000000 Penalty: 5177.112793
	Iteration 2Q: 3 clusters Score -6633568 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -6634072.000000 Penalty: 5177.112793
	Iteration 3Q: 3 clusters Score -6634072 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -6634734.500000 Penalty: 5177.112793
	Iteration 4Q: 3 clusters Score -6634734 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -6635608.000000 Penalty: 5177.112793
	Iteration 5F: 3 clusters Score -6635608 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -6637129.000000 Penalty: 5177.112793
	Iteration 6F: 3 clusters Score -6637129 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -6639009.500000 Penalty: 5177.112793
	Iteration 7F: 3 clusters Score -6639010 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -6640924.500000 Penalty: 5177.112793
	Iteration 8F: 3 clusters Score -6640924 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -6642371.500000 Penalty: 5177.112793
	Iteration 9F: 3 clusters Score -6642372 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -6643164.500000 Penalty: 5177.112793
	Iteration 10Q: 3 clusters Score -6643164 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -6643563.500000 Penalty: 5177.112793
	Iteration 11Q: 3 clusters Score -6643564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -6643801.500000 Penalty: 5177.112793
	Iteration 12Q: 3 clusters Score -6643802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -6643915.500000 Penalty: 5177.112793
	Iteration 13Q: 3 clusters Score -6643916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -6643973.000000 Penalty: 5177.112793
	Iteration 14Q: 3 clusters Score -6643973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -6644008.000000 Penalty: 5177.112793
	Iteration 15Q: 3 clusters Score -6644008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6644027.000000 Penalty: 5177.112793
	Iteration 16Q: 3 clusters Score -6644027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -6644038.500000 Penalty: 5177.112793
	Iteration 17Q: 3 clusters Score -6644038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -6644047.500000 Penalty: 5177.112793
	Iteration 18Q: 3 clusters Score -6644048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -6644064.000000 Penalty: 5177.112793
	Iteration 19Q: 3 clusters Score -6644064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6644062.000000 Penalty: 5177.112793
	Iteration 20F: 3 clusters Score -6644062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6644066.000000 Penalty: 5177.112793
	Iteration 21Q: 3 clusters Score -6644066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -6644063.500000 Penalty: 5177.112793
	Iteration 22Q: 3 clusters Score -6644064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -6644066.500000 Penalty: 5177.112793
	Iteration 23Q: 3 clusters Score -6644066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -6644066.500000 Penalty: 5177.112793
	Iteration 24F: 3 clusters Score -6644066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Entering Unmasked Estep 
Score: -6077366.000000 Penalty: 2567.852539
	Iteration 0F: 2 clusters Score -6077366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -6057227.000000 Penalty: 5135.705078
	Iteration 0F: 3 clusters Score -6057227 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -6064928.000000 Penalty: 5135.705078
	Iteration 1F: 3 clusters Score -6064928 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -6065403.000000 Penalty: 5135.705078
	Iteration 2Q: 3 clusters Score -6065403 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -6065926.000000 Penalty: 5135.705078
	Iteration 3Q: 3 clusters Score -6065926 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -6066470.500000 Penalty: 5135.705078
	Iteration 4Q: 3 clusters Score -6066470 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -6067131.000000 Penalty: 5135.705078
	Iteration 5Q: 3 clusters Score -6067131 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -6067903.000000 Penalty: 5135.705078
	Iteration 6Q: 3 clusters Score -6067903 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -6068897.000000 Penalty: 5135.705078
	Iteration 7Q: 3 clusters Score -6068897 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -6070103.500000 Penalty: 5135.705078
	Iteration 8F: 3 clusters Score -6070104 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -6071501.500000 Penalty: 5135.705078
	Iteration 9F: 3 clusters Score -6071502 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -6072760.000000 Penalty: 5135.705078
	Iteration 10Q: 3 clusters Score -6072760 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -6073730.500000 Penalty: 5135.705078
	Iteration 11Q: 3 clusters Score -6073730 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6074411.500000 Penalty: 5135.705078
	Iteration 12Q: 3 clusters Score -6074412 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -6074792.000000 Penalty: 5135.705078
	Iteration 13Q: 3 clusters Score -6074792 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -6075034.500000 Penalty: 5135.705078
	Iteration 14Q: 3 clusters Score -6075034 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -6075202.000000 Penalty: 5135.705078
	Iteration 15Q: 3 clusters Score -6075202 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -6075286.000000 Penalty: 5135.705078
	Iteration 16Q: 3 clusters Score -6075286 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -6075365.500000 Penalty: 5135.705078
	Iteration 17Q: 3 clusters Score -6075366 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6075421.500000 Penalty: 5135.705078
	Iteration 18Q: 3 clusters Score -6075422 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -6075454.000000 Penalty: 5135.705078
	Iteration 19Q: 3 clusters Score -6075454 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6075514.500000 Penalty: 5135.705078
	Iteration 20F: 3 clusters Score -6075514 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6075555.000000 Penalty: 5135.705078
	Iteration 21Q: 3 clusters Score -6075555 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -6075608.500000 Penalty: 5135.705078
	Iteration 22Q: 3 clusters Score -6075608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -6075662.500000 Penalty: 5135.705078
	Iteration 23Q: 3 clusters Score -6075662 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6075674.000000 Penalty: 5135.705078
	Iteration 24Q: 3 clusters Score -6075674 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -6075719.000000 Penalty: 5135.705078
	Iteration 25Q: 3 clusters Score -6075719 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -6075765.000000 Penalty: 5135.705078
	Iteration 26Q: 3 clusters Score -6075765 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -6075779.500000 Penalty: 5135.705078
	Iteration 27Q: 3 clusters Score -6075780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -6075809.500000 Penalty: 5135.705078
	Iteration 28Q: 3 clusters Score -6075810 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6075843 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6075842 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6075870 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6075896 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -6075936.500000 Penalty: 5135.705078
	Iteration 33Q: 3 clusters Score -6075936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -6075957.000000 Penalty: 5135.705078
	Iteration 34Q: 3 clusters Score -6075957 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -6075967.000000 Penalty: 5135.705078
	Iteration 35Q: 3 clusters Score -6075967 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6075999 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6075999 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6076018.500000 Penalty: 5135.705078
	Iteration 38Q: 3 clusters Score -6076018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -6076021.500000 Penalty: 5135.705078
	Iteration 39Q: 3 clusters Score -6076022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -6076007.000000 Penalty: 5135.705078
	Iteration 40F: 3 clusters Score -6076007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -6076031.500000 Penalty: 5135.705078
	Iteration 41Q: 3 clusters Score -6076032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -6076028.500000 Penalty: 5135.705078
	Iteration 42Q: 3 clusters Score -6076028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -6076046.000000 Penalty: 5135.705078
	Iteration 43Q: 3 clusters Score -6076046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -6076036.500000 Penalty: 5135.705078
	Iteration 44Q: 3 clusters Score -6076036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -6076046.000000 Penalty: 5135.705078
	Iteration 45Q: 3 clusters Score -6076046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -6076055.500000 Penalty: 5135.705078
	Iteration 46Q: 3 clusters Score -6076056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -6076055.500000 Penalty: 5135.705078
	Iteration 47Q: 3 clusters Score -6076056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -6076053.500000 Penalty: 5135.705078
	Iteration 48Q: 3 clusters Score -6076054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -6076071.000000 Penalty: 5135.705078
	Iteration 49Q: 3 clusters Score -6076071 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6076069.500000 Penalty: 5135.705078
	Iteration 50Q: 3 clusters Score -6076070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6076070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -6076074.500000 Penalty: 5135.705078
	Iteration 52Q: 3 clusters Score -6076074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -6076082.500000 Penalty: 5135.705078
	Iteration 53Q: 3 clusters Score -6076082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -6076094.500000 Penalty: 5135.705078
	Iteration 54Q: 3 clusters Score -6076094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -6076083.500000 Penalty: 5135.705078
	Iteration 55Q: 3 clusters Score -6076084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -6076088.000000 Penalty: 5135.705078
	Iteration 56Q: 3 clusters Score -6076088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -6076098.000000 Penalty: 5135.705078
	Iteration 57Q: 3 clusters Score -6076098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -6076097.000000 Penalty: 5135.705078
	Iteration 58Q: 3 clusters Score -6076097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -6076101.500000 Penalty: 5135.705078
	Iteration 59Q: 3 clusters Score -6076102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -6076115.500000 Penalty: 5135.705078
	Iteration 60F: 3 clusters Score -6076116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -6076117.500000 Penalty: 5135.705078
	Iteration 61Q: 3 clusters Score -6076118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -6076104.500000 Penalty: 5135.705078
	Iteration 62Q: 3 clusters Score -6076104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -6076103.000000 Penalty: 5135.705078
	Iteration 63Q: 3 clusters Score -6076103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -6076108.000000 Penalty: 5135.705078
	Iteration 64Q: 3 clusters Score -6076108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6076111.500000 Penalty: 5135.705078
	Iteration 65Q: 3 clusters Score -6076112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -6076117.000000 Penalty: 5135.705078
	Iteration 66Q: 3 clusters Score -6076117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6076129.500000 Penalty: 5135.705078
	Iteration 67Q: 3 clusters Score -6076130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6076129.500000 Penalty: 5135.705078
	Iteration 68Q: 3 clusters Score -6076130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6076123.500000 Penalty: 5135.705078
	Iteration 69Q: 3 clusters Score -6076124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -6076111.500000 Penalty: 5135.705078
	Iteration 70Q: 3 clusters Score -6076112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -6076109.500000 Penalty: 5135.705078
	Iteration 71Q: 3 clusters Score -6076110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -6076127.000000 Penalty: 5135.705078
	Iteration 72Q: 3 clusters Score -6076127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -6076120.500000 Penalty: 5135.705078
	Iteration 73Q: 3 clusters Score -6076120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -6076120.500000 Penalty: 5135.705078
	Iteration 74Q: 3 clusters Score -6076120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -6076126.000000 Penalty: 5135.705078
	Iteration 75Q: 3 clusters Score -6076126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -6076121.500000 Penalty: 5135.705078
	Iteration 76Q: 3 clusters Score -6076122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6076121.000000 Penalty: 5135.705078
	Iteration 77Q: 3 clusters Score -6076121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -6076121.500000 Penalty: 5135.705078
	Iteration 78Q: 3 clusters Score -6076122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -6076117.500000 Penalty: 5135.705078
	Iteration 79Q: 3 clusters Score -6076118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -6076119.000000 Penalty: 5135.705078
	Iteration 80F: 3 clusters Score -6076119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -6076114.000000 Penalty: 5135.705078
	Iteration 81Q: 3 clusters Score -6076114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6076124.000000 Penalty: 5135.705078
	Iteration 82Q: 3 clusters Score -6076124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -6076113.500000 Penalty: 5135.705078
	Iteration 83Q: 3 clusters Score -6076114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -6076117.500000 Penalty: 5135.705078
	Iteration 84Q: 3 clusters Score -6076118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -6076119.500000 Penalty: 5135.705078
	Iteration 85Q: 3 clusters Score -6076120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -6076122.500000 Penalty: 5135.705078
	Iteration 86Q: 3 clusters Score -6076122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -6076118.500000 Penalty: 5135.705078
	Iteration 87Q: 3 clusters Score -6076118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -6076123.500000 Penalty: 5135.705078
	Iteration 88Q: 3 clusters Score -6076124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -6076119.000000 Penalty: 5135.705078
	Iteration 89Q: 3 clusters Score -6076119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -6076112.500000 Penalty: 5135.705078
	Iteration 90Q: 3 clusters Score -6076112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -6076121.500000 Penalty: 5135.705078
	Iteration 91Q: 3 clusters Score -6076122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -6076121.500000 Penalty: 5135.705078
	Iteration 92Q: 3 clusters Score -6076122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -6076122.500000 Penalty: 5135.705078
	Iteration 93Q: 3 clusters Score -6076122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -6076114.000000 Penalty: 5135.705078
	Iteration 94Q: 3 clusters Score -6076114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6076113.000000 Penalty: 5135.705078
	Iteration 95Q: 3 clusters Score -6076113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -6076116.000000 Penalty: 5135.705078
	Iteration 96Q: 3 clusters Score -6076116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -6076114.500000 Penalty: 5135.705078
	Iteration 97Q: 3 clusters Score -6076114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -6076111.000000 Penalty: 5135.705078
	Iteration 98Q: 3 clusters Score -6076111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -6076115.500000 Penalty: 5135.705078
	Iteration 99Q: 3 clusters Score -6076116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -6076115.000000 Penalty: 5135.705078
	Iteration 100F: 3 clusters Score -6076115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -6076112.500000 Penalty: 5135.705078
	Iteration 101Q: 3 clusters Score -6076112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -6076116.000000 Penalty: 5135.705078
	Iteration 102Q: 3 clusters Score -6076116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6076114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -6076113.500000 Penalty: 5135.705078
	Iteration 104F: 3 clusters Score -6076114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -262801.156250 Penalty: 1813.347778
	Iteration 0F: 2 clusters Score -262801.2 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 734 members 
Entering Unmasked Estep 
Score: -260534.390625 Penalty: 3626.695557
	Iteration 0F: 3 clusters Score -260534.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -261040.875000 Penalty: 3626.695557
	Iteration 1F: 3 clusters Score -261040.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -261308.171875 Penalty: 3626.695557
	Iteration 2F: 3 clusters Score -261308.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -261495.203125 Penalty: 3626.695557
	Iteration 3F: 3 clusters Score -261495.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -261631.968750 Penalty: 3626.695557
	Iteration 4Q: 3 clusters Score -261632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -261760.000000 Penalty: 3626.695557
	Iteration 5Q: 3 clusters Score -261760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -261849.093750 Penalty: 3626.695557
	Iteration 6Q: 3 clusters Score -261849.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -261908.640625 Penalty: 3626.695557
	Iteration 7Q: 3 clusters Score -261908.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -261967.640625 Penalty: 3626.695557
	Iteration 8Q: 3 clusters Score -261967.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -262029.015625 Penalty: 3626.695557
	Iteration 9Q: 3 clusters Score -262029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -262082.328125 Penalty: 3626.695557
	Iteration 10Q: 3 clusters Score -262082.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -262148.750000 Penalty: 3626.695557
	Iteration 11Q: 3 clusters Score -262148.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -262199.406250 Penalty: 3626.695557
	Iteration 12Q: 3 clusters Score -262199.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -262258.218750 Penalty: 3626.695557
	Iteration 13Q: 3 clusters Score -262258.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -262316.843750 Penalty: 3626.695557
	Iteration 14Q: 3 clusters Score -262316.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -262362.406250 Penalty: 3626.695557
	Iteration 15Q: 3 clusters Score -262362.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -262404.562500 Penalty: 3626.695557
	Iteration 16Q: 3 clusters Score -262404.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -262445.531250 Penalty: 3626.695557
	Iteration 17Q: 3 clusters Score -262445.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -262492.968750 Penalty: 3626.695557
	Iteration 18Q: 3 clusters Score -262493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -262517.343750 Penalty: 3626.695557
	Iteration 19Q: 3 clusters Score -262517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -262529.093750 Penalty: 3626.695557
	Iteration 20F: 3 clusters Score -262529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -262532.687500 Penalty: 3626.695557
	Iteration 21Q: 3 clusters Score -262532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -262537.468750 Penalty: 3626.695557
	Iteration 22Q: 3 clusters Score -262537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -262540.500000 Penalty: 3626.695557
	Iteration 23Q: 3 clusters Score -262540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -262546.468750 Penalty: 3626.695557
	Iteration 24Q: 3 clusters Score -262546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -262552.500000 Penalty: 3626.695557
	Iteration 25Q: 3 clusters Score -262552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -262553.312500 Penalty: 3626.695557
	Iteration 26Q: 3 clusters Score -262553.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -262553.312500 Penalty: 3626.695557
	Iteration 27F: 3 clusters Score -262553.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Entering Unmasked Estep 
Score: -3092178.500000 Penalty: 2391.664795
	Iteration 0F: 2 clusters Score -3092178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3081277.250000 Penalty: 4783.329590
	Iteration 0F: 3 clusters Score -3081277 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3084739.500000 Penalty: 4783.329590
	Iteration 1F: 3 clusters Score -3084740 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3085094.250000 Penalty: 4783.329590
	Iteration 2F: 3 clusters Score -3085094 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3085391.750000 Penalty: 4783.329590
	Iteration 3Q: 3 clusters Score -3085392 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3085649.500000 Penalty: 4783.329590
	Iteration 4Q: 3 clusters Score -3085650 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3085940.000000 Penalty: 4783.329590
	Iteration 5Q: 3 clusters Score -3085940 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3086269.250000 Penalty: 4783.329590
	Iteration 6Q: 3 clusters Score -3086269 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3086676.500000 Penalty: 4783.329590
	Iteration 7Q: 3 clusters Score -3086676 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3087157.750000 Penalty: 4783.329590
	Iteration 8Q: 3 clusters Score -3087158 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3087719.750000 Penalty: 4783.329590
	Iteration 9F: 3 clusters Score -3087720 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3088339.250000 Penalty: 4783.329590
	Iteration 10F: 3 clusters Score -3088339 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3088909.750000 Penalty: 4783.329590
	Iteration 11Q: 3 clusters Score -3088910 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3089368.000000 Penalty: 4783.329590
	Iteration 12Q: 3 clusters Score -3089368 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3089682.750000 Penalty: 4783.329590
	Iteration 13Q: 3 clusters Score -3089683 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3089886.750000 Penalty: 4783.329590
	Iteration 14Q: 3 clusters Score -3089887 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3090009.250000 Penalty: 4783.329590
	Iteration 15Q: 3 clusters Score -3090009 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3090100.000000 Penalty: 4783.329590
	Iteration 16Q: 3 clusters Score -3090100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3090176.500000 Penalty: 4783.329590
	Iteration 17Q: 3 clusters Score -3090176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3090232.250000 Penalty: 4783.329590
	Iteration 18Q: 3 clusters Score -3090232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3090273.500000 Penalty: 4783.329590
	Iteration 19Q: 3 clusters Score -3090274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3090299.500000 Penalty: 4783.329590
	Iteration 20F: 3 clusters Score -3090300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3090315.250000 Penalty: 4783.329590
	Iteration 21Q: 3 clusters Score -3090315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3090334.750000 Penalty: 4783.329590
	Iteration 22Q: 3 clusters Score -3090335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3090335.750000 Penalty: 4783.329590
	Iteration 23Q: 3 clusters Score -3090336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3090343.750000 Penalty: 4783.329590
	Iteration 24Q: 3 clusters Score -3090344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3090352.000000 Penalty: 4783.329590
	Iteration 25Q: 3 clusters Score -3090352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3090365.750000 Penalty: 4783.329590
	Iteration 26Q: 3 clusters Score -3090366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3090363.000000 Penalty: 4783.329590
	Iteration 27Q: 3 clusters Score -3090363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3090367.750000 Penalty: 4783.329590
	Iteration 28Q: 3 clusters Score -3090368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3090369.750000 Penalty: 4783.329590
	Iteration 29Q: 3 clusters Score -3090370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3090372.000000 Penalty: 4783.329590
	Iteration 30Q: 3 clusters Score -3090372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3090375.250000 Penalty: 4783.329590
	Iteration 31Q: 3 clusters Score -3090375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3090379.500000 Penalty: 4783.329590
	Iteration 32Q: 3 clusters Score -3090380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3090379.250000 Penalty: 4783.329590
	Iteration 33Q: 3 clusters Score -3090379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3090381.500000 Penalty: 4783.329590
	Iteration 34Q: 3 clusters Score -3090382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3090379.250000 Penalty: 4783.329590
	Iteration 35Q: 3 clusters Score -3090379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3090382.500000 Penalty: 4783.329590
	Iteration 36Q: 3 clusters Score -3090382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3090384.000000 Penalty: 4783.329590
	Iteration 37Q: 3 clusters Score -3090384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3090388.500000 Penalty: 4783.329590
	Iteration 38Q: 3 clusters Score -3090388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3090388.500000 Penalty: 4783.329590
	Iteration 39F: 3 clusters Score -3090388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -26207.513672 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -26207.51 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 171 members 
Entering Unmasked Estep 
Score: -25084.785156 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -25084.79 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25581.224609 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -25581.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25990.091797 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -25990.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26136.345703 Penalty: 2934.436279
	Iteration 3Q: 3 clusters Score -26136.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26187.509766 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -26187.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26218.593750 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -26218.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26249.017578 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -26249.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26251.058594 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -26251.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26251.396484 Penalty: 2934.436279
	Iteration 8F: 3 clusters Score -26251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26282.289062 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -26282.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26289.136719 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -26289.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26290.263672 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -26290.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26290.867188 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -26290.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26290.867188 Penalty: 2934.436279
	Iteration 13F: 3 clusters Score -26290.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 35814 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31091 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25426 members 
Mstep: Class 14 contains 55216 members 
Mstep: Class 15 contains 27544 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23828 members 
Mstep: Class 19 contains 34123 members 
Mstep: Class 20 contains 31390 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 151 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 16618 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32997 members 
Mstep: Class 35 contains 33453 members 
Mstep: Class 36 contains 38437 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44523 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10747 members 
Mstep: Class 45 contains 14020 members 
Mstep: Class 46 contains 6897 members 
Mstep: Class 47 contains 35517 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4235 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15430 members 
Mstep: Class 57 contains 15700 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32553 members 
Mstep: Class 60 contains 32727 members 
Mstep: Class 61 contains 16237 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15970 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15674 members 
Mstep: Class 67 contains 38245 members 
Mstep: Class 68 contains 640 members 
Mstep: Class 69 contains 220 members 
Entering Unmasked Estep 
Score: -161352448.000000 Penalty: 233403.421875
Splitting cluster 23 changes total score from -161354096.000000 to -161352448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -83679.796875 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -83679.8 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 262 members 
Entering Unmasked Estep 
Score: -82216.773438 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -82216.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82453.726562 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -82453.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82577.921875 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -82577.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82641.750000 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -82641.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82697.593750 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -82697.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82774.765625 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -82774.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82871.500000 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -82871.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82925.257812 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -82925.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82971.062500 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -82971.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -83004.843750 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -83004.84 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: -83020.164062 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -83020.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83025.523438 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -83025.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -83031.132812 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -83031.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83037.671875 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -83037.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83039.132812 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -83039.13 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: -83043.710938 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -83043.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83047.570312 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -83047.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83047.570312 Penalty: 3075.452393
	Iteration 17F: 3 clusters Score -83047.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -201287.859375 Penalty: 1714.853271
	Iteration 0F: 2 clusters Score -201287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -199337.203125 Penalty: 3429.706543
	Iteration 0F: 3 clusters Score -199337.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -199635.218750 Penalty: 3429.706543
	Iteration 1F: 3 clusters Score -199635.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -199713.328125 Penalty: 3429.706543
	Iteration 2F: 3 clusters Score -199713.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -199757.703125 Penalty: 3429.706543
	Iteration 3Q: 3 clusters Score -199757.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -199779.250000 Penalty: 3429.706543
	Iteration 4Q: 3 clusters Score -199779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -199785.265625 Penalty: 3429.706543
	Iteration 5Q: 3 clusters Score -199785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -199797.109375 Penalty: 3429.706543
	Iteration 6Q: 3 clusters Score -199797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -199804.796875 Penalty: 3429.706543
	Iteration 7Q: 3 clusters Score -199804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -199810.781250 Penalty: 3429.706543
	Iteration 8Q: 3 clusters Score -199810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -199816.718750 Penalty: 3429.706543
	Iteration 9Q: 3 clusters Score -199816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -199823.156250 Penalty: 3429.706543
	Iteration 10Q: 3 clusters Score -199823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -199826.343750 Penalty: 3429.706543
	Iteration 11Q: 3 clusters Score -199826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -199830.343750 Penalty: 3429.706543
	Iteration 12Q: 3 clusters Score -199830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -199831.937500 Penalty: 3429.706543
	Iteration 13Q: 3 clusters Score -199831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -199831.937500 Penalty: 3429.706543
	Iteration 14F: 3 clusters Score -199831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -167365.156250 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -167365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -165505.578125 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -165505.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -165898.921875 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -165898.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -166131.218750 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -166131.2 nChanged 61
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: -166301.296875 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -166301.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -166464.062500 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -166464.1 nChanged 52
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: -166646.171875 Penalty: 3406.515137
	Iteration 5F: 3 clusters Score -166646.2 nChanged 45
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: -166772.671875 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -166772.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166890.890625 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -166890.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -166971.078125 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -166971.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -167036.578125 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -167036.6 nChanged 18
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: -167079.718750 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -167079.7 nChanged 8
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: -167096.000000 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -167096 nChanged 7
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: -167106.062500 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -167106.1 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: -167116.828125 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -167116.8 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: -167122.796875 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -167122.8 nChanged 4
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: -167127.359375 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -167127.4 nChanged 1
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: -167127.875000 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -167127.9 nChanged 0
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: -167129.093750 Penalty: 3406.515137
	Iteration 17F: 3 clusters Score -167129.1 nChanged 2
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: -167147.296875 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -167147.3 nChanged 6
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: -167162.453125 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -167162.5 nChanged 5
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: -167187.140625 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -167187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -167204.015625 Penalty: 3406.515137
	Iteration 21Q: 3 clusters Score -167204 nChanged 7
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: -167230.656250 Penalty: 3406.515137
	Iteration 22Q: 3 clusters Score -167230.7 nChanged 8
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: -167243.359375 Penalty: 3406.515137
	Iteration 23Q: 3 clusters Score -167243.4 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: -167245.515625 Penalty: 3406.515137
	Iteration 24Q: 3 clusters Score -167245.5 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: -167246.671875 Penalty: 3406.515137
	Iteration 25Q: 3 clusters Score -167246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -167265.265625 Penalty: 3406.515137
	Iteration 26Q: 3 clusters Score -167265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -167272.312500 Penalty: 3406.515137
	Iteration 27Q: 3 clusters Score -167272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -167273.171875 Penalty: 3406.515137
	Iteration 28Q: 3 clusters Score -167273.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -167273.171875 Penalty: 3406.515137
	Iteration 29F: 3 clusters Score -167273.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -1211654.875000 Penalty: 2161.009033
	Iteration 0F: 2 clusters Score -1211655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1206511.000000 Penalty: 4322.018066
	Iteration 0F: 3 clusters Score -1206511 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1207739.875000 Penalty: 4322.018066
	Iteration 1F: 3 clusters Score -1207740 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1207927.000000 Penalty: 4322.018066
	Iteration 2F: 3 clusters Score -1207927 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1208059.250000 Penalty: 4322.018066
	Iteration 3Q: 3 clusters Score -1208059 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1208155.875000 Penalty: 4322.018066
	Iteration 4Q: 3 clusters Score -1208156 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1208252.875000 Penalty: 4322.018066
	Iteration 5Q: 3 clusters Score -1208253 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1208304.250000 Penalty: 4322.018066
	Iteration 6Q: 3 clusters Score -1208304 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1208358.750000 Penalty: 4322.018066
	Iteration 7Q: 3 clusters Score -1208359 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1208406.500000 Penalty: 4322.018066
	Iteration 8Q: 3 clusters Score -1208406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1208447.000000 Penalty: 4322.018066
	Iteration 9Q: 3 clusters Score -1208447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1208483.375000 Penalty: 4322.018066
	Iteration 10Q: 3 clusters Score -1208483 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1208534.375000 Penalty: 4322.018066
	Iteration 11Q: 3 clusters Score -1208534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1208597.000000 Penalty: 4322.018066
	Iteration 12Q: 3 clusters Score -1208597 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1208663.750000 Penalty: 4322.018066
	Iteration 13Q: 3 clusters Score -1208664 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1208734.375000 Penalty: 4322.018066
	Iteration 14Q: 3 clusters Score -1208734 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1208812.125000 Penalty: 4322.018066
	Iteration 15Q: 3 clusters Score -1208812 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1208892.375000 Penalty: 4322.018066
	Iteration 16Q: 3 clusters Score -1208892 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1208963.125000 Penalty: 4322.018066
	Iteration 17Q: 3 clusters Score -1208963 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1209040.000000 Penalty: 4322.018066
	Iteration 18Q: 3 clusters Score -1209040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1209103.875000 Penalty: 4322.018066
	Iteration 19Q: 3 clusters Score -1209104 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1209156.750000 Penalty: 4322.018066
	Iteration 20F: 3 clusters Score -1209157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1209201.250000 Penalty: 4322.018066
	Iteration 21Q: 3 clusters Score -1209201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1209235.625000 Penalty: 4322.018066
	Iteration 22Q: 3 clusters Score -1209236 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1209275.375000 Penalty: 4322.018066
	Iteration 23Q: 3 clusters Score -1209275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1209303.250000 Penalty: 4322.018066
	Iteration 24Q: 3 clusters Score -1209303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1209329.500000 Penalty: 4322.018066
	Iteration 25Q: 3 clusters Score -1209330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1209345.875000 Penalty: 4322.018066
	Iteration 26Q: 3 clusters Score -1209346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1209362.000000 Penalty: 4322.018066
	Iteration 27Q: 3 clusters Score -1209362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1209369.375000 Penalty: 4322.018066
	Iteration 28Q: 3 clusters Score -1209369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1209385.125000 Penalty: 4322.018066
	Iteration 29Q: 3 clusters Score -1209385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1209393.625000 Penalty: 4322.018066
	Iteration 30Q: 3 clusters Score -1209394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1209414.750000 Penalty: 4322.018066
	Iteration 31Q: 3 clusters Score -1209415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1209426.000000 Penalty: 4322.018066
	Iteration 32Q: 3 clusters Score -1209426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1209438.125000 Penalty: 4322.018066
	Iteration 33Q: 3 clusters Score -1209438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1209454.375000 Penalty: 4322.018066
	Iteration 34Q: 3 clusters Score -1209454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1209470.375000 Penalty: 4322.018066
	Iteration 35Q: 3 clusters Score -1209470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1209484.750000 Penalty: 4322.018066
	Iteration 36Q: 3 clusters Score -1209485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1209498.875000 Penalty: 4322.018066
	Iteration 37Q: 3 clusters Score -1209499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1209507.625000 Penalty: 4322.018066
	Iteration 38Q: 3 clusters Score -1209508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1209522.625000 Penalty: 4322.018066
	Iteration 39Q: 3 clusters Score -1209523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1209532.375000 Penalty: 4322.018066
	Iteration 40F: 3 clusters Score -1209532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1209541.125000 Penalty: 4322.018066
	Iteration 41Q: 3 clusters Score -1209541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1209549.375000 Penalty: 4322.018066
	Iteration 42Q: 3 clusters Score -1209549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1209554.250000 Penalty: 4322.018066
	Iteration 43Q: 3 clusters Score -1209554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1209558.375000 Penalty: 4322.018066
	Iteration 44Q: 3 clusters Score -1209558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1209563.250000 Penalty: 4322.018066
	Iteration 45Q: 3 clusters Score -1209563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1209574.125000 Penalty: 4322.018066
	Iteration 46Q: 3 clusters Score -1209574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1209583.125000 Penalty: 4322.018066
	Iteration 47Q: 3 clusters Score -1209583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1209591.375000 Penalty: 4322.018066
	Iteration 48Q: 3 clusters Score -1209591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1209595.750000 Penalty: 4322.018066
	Iteration 49Q: 3 clusters Score -1209596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1209604.125000 Penalty: 4322.018066
	Iteration 50Q: 3 clusters Score -1209604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1209608.125000 Penalty: 4322.018066
	Iteration 51Q: 3 clusters Score -1209608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1209614.375000 Penalty: 4322.018066
	Iteration 52Q: 3 clusters Score -1209614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1209622.000000 Penalty: 4322.018066
	Iteration 53Q: 3 clusters Score -1209622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1209626.500000 Penalty: 4322.018066
	Iteration 54Q: 3 clusters Score -1209626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1209630.375000 Penalty: 4322.018066
	Iteration 55Q: 3 clusters Score -1209630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1209636.750000 Penalty: 4322.018066
	Iteration 56Q: 3 clusters Score -1209637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1209643.250000 Penalty: 4322.018066
	Iteration 57Q: 3 clusters Score -1209643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1209651.125000 Penalty: 4322.018066
	Iteration 58Q: 3 clusters Score -1209651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1209661.125000 Penalty: 4322.018066
	Iteration 59Q: 3 clusters Score -1209661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1209665.750000 Penalty: 4322.018066
	Iteration 60F: 3 clusters Score -1209666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1209669.000000 Penalty: 4322.018066
	Iteration 61Q: 3 clusters Score -1209669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1209671.750000 Penalty: 4322.018066
	Iteration 62Q: 3 clusters Score -1209672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1209677.250000 Penalty: 4322.018066
	Iteration 63Q: 3 clusters Score -1209677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1209682.375000 Penalty: 4322.018066
	Iteration 64Q: 3 clusters Score -1209682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1209685.625000 Penalty: 4322.018066
	Iteration 65Q: 3 clusters Score -1209686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1209692.375000 Penalty: 4322.018066
	Iteration 66Q: 3 clusters Score -1209692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1209700.875000 Penalty: 4322.018066
	Iteration 67Q: 3 clusters Score -1209701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1209706.125000 Penalty: 4322.018066
	Iteration 68Q: 3 clusters Score -1209706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1209716.750000 Penalty: 4322.018066
	Iteration 69Q: 3 clusters Score -1209717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1209719.000000 Penalty: 4322.018066
	Iteration 70Q: 3 clusters Score -1209719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1209725.125000 Penalty: 4322.018066
	Iteration 71Q: 3 clusters Score -1209725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1209728.750000 Penalty: 4322.018066
	Iteration 72Q: 3 clusters Score -1209729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1209736.625000 Penalty: 4322.018066
	Iteration 73Q: 3 clusters Score -1209737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1209736.250000 Penalty: 4322.018066
	Iteration 74Q: 3 clusters Score -1209736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1209738.250000 Penalty: 4322.018066
	Iteration 75Q: 3 clusters Score -1209738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1209737.375000 Penalty: 4322.018066
	Iteration 76Q: 3 clusters Score -1209737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1209736.250000 Penalty: 4322.018066
	Iteration 77Q: 3 clusters Score -1209736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1209736.250000 Penalty: 4322.018066
	Iteration 78F: 3 clusters Score -1209736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Entering Unmasked Estep 
Score: -5381903.000000 Penalty: 2542.091797
	Iteration 0F: 2 clusters Score -5381903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -5362656.000000 Penalty: 5084.183594
	Iteration 0F: 3 clusters Score -5362656 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -5369543.500000 Penalty: 5084.183594
	Iteration 1F: 3 clusters Score -5369544 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -5369922.000000 Penalty: 5084.183594
	Iteration 2Q: 3 clusters Score -5369922 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -5370272.000000 Penalty: 5084.183594
	Iteration 3Q: 3 clusters Score -5370272 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -5370648.500000 Penalty: 5084.183594
	Iteration 4Q: 3 clusters Score -5370648 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -5371067.000000 Penalty: 5084.183594
	Iteration 5Q: 3 clusters Score -5371067 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5371714.500000 Penalty: 5084.183594
	Iteration 6Q: 3 clusters Score -5371714 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -5372574.000000 Penalty: 5084.183594
	Iteration 7F: 3 clusters Score -5372574 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -5373803.000000 Penalty: 5084.183594
	Iteration 8F: 3 clusters Score -5373803 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -5375397.500000 Penalty: 5084.183594
	Iteration 9F: 3 clusters Score -5375398 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5376982.000000 Penalty: 5084.183594
	Iteration 10F: 3 clusters Score -5376982 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5378213.500000 Penalty: 5084.183594
	Iteration 11Q: 3 clusters Score -5378214 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5378912.500000 Penalty: 5084.183594
	Iteration 12Q: 3 clusters Score -5378912 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5379280.500000 Penalty: 5084.183594
	Iteration 13Q: 3 clusters Score -5379280 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5379427.500000 Penalty: 5084.183594
	Iteration 14Q: 3 clusters Score -5379428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5379524.500000 Penalty: 5084.183594
	Iteration 15Q: 3 clusters Score -5379524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5379594.000000 Penalty: 5084.183594
	Iteration 16Q: 3 clusters Score -5379594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5379631.000000 Penalty: 5084.183594
	Iteration 17Q: 3 clusters Score -5379631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5379636.500000 Penalty: 5084.183594
	Iteration 18Q: 3 clusters Score -5379636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5379642.000000 Penalty: 5084.183594
	Iteration 19Q: 3 clusters Score -5379642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5379647.500000 Penalty: 5084.183594
	Iteration 20F: 3 clusters Score -5379648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5379650.500000 Penalty: 5084.183594
	Iteration 21Q: 3 clusters Score -5379650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5379653.500000 Penalty: 5084.183594
	Iteration 22Q: 3 clusters Score -5379654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5379653.500000 Penalty: 5084.183594
	Iteration 23F: 3 clusters Score -5379654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -107938.906250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -107938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106268.609375 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -106268.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -106469.117188 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -106469.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106561.335938 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -106561.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106661.492188 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -106661.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -106714.531250 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -106714.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106766.281250 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -106766.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106806.664062 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -106806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106820.750000 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -106820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106829.039062 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -106829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106839.835938 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -106839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106855.007812 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -106855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106862.828125 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -106862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106876.171875 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -106876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106884.976562 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -106885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106888.921875 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -106888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106889.781250 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -106889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106893.718750 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -106893.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106914.937500 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -106914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106937.554688 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -106937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107000.492188 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -107000.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107084.507812 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -107084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107145.031250 Penalty: 3193.917725
	Iteration 21Q: 3 clusters Score -107145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -107187.187500 Penalty: 3193.917725
	Iteration 22Q: 3 clusters Score -107187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107218.773438 Penalty: 3193.917725
	Iteration 23Q: 3 clusters Score -107218.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -107267.070312 Penalty: 3193.917725
	Iteration 24Q: 3 clusters Score -107267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107276.078125 Penalty: 3193.917725
	Iteration 25Q: 3 clusters Score -107276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -107278.812500 Penalty: 3193.917725
	Iteration 26Q: 3 clusters Score -107278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -107278.812500 Penalty: 3193.917725
	Iteration 27F: 3 clusters Score -107278.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -43581.093750 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -43581.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42397.613281 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -42397.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42499.347656 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -42499.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42554.945312 Penalty: 2758.098145
	Iteration 2Q: 3 clusters Score -42554.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -42570.175781 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -42570.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -42576.292969 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -42576.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -42580.195312 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -42580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -42585.917969 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -42585.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42586.984375 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -42586.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42586.984375 Penalty: 2758.098145
	Iteration 8F: 3 clusters Score -42586.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Entering Unmasked Estep 
Score: -2616816.250000 Penalty: 2341.046875
	Iteration 0F: 2 clusters Score -2616816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2607462.500000 Penalty: 4682.093750
	Iteration 0F: 3 clusters Score -2607462 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2610236.000000 Penalty: 4682.093750
	Iteration 1F: 3 clusters Score -2610236 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2610512.250000 Penalty: 4682.093750
	Iteration 2F: 3 clusters Score -2610512 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2610731.750000 Penalty: 4682.093750
	Iteration 3Q: 3 clusters Score -2610732 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2610867.250000 Penalty: 4682.093750
	Iteration 4Q: 3 clusters Score -2610867 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2610993.750000 Penalty: 4682.093750
	Iteration 5Q: 3 clusters Score -2610994 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2611113.750000 Penalty: 4682.093750
	Iteration 6Q: 3 clusters Score -2611114 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2611218.750000 Penalty: 4682.093750
	Iteration 7Q: 3 clusters Score -2611219 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2611349.500000 Penalty: 4682.093750
	Iteration 8Q: 3 clusters Score -2611350 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2611469.500000 Penalty: 4682.093750
	Iteration 9Q: 3 clusters Score -2611470 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2611617.000000 Penalty: 4682.093750
	Iteration 10Q: 3 clusters Score -2611617 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2611814.000000 Penalty: 4682.093750
	Iteration 11Q: 3 clusters Score -2611814 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2612015.750000 Penalty: 4682.093750
	Iteration 12Q: 3 clusters Score -2612016 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2612288.250000 Penalty: 4682.093750
	Iteration 13Q: 3 clusters Score -2612288 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2612582.000000 Penalty: 4682.093750
	Iteration 14Q: 3 clusters Score -2612582 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2612891.000000 Penalty: 4682.093750
	Iteration 15Q: 3 clusters Score -2612891 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2613187.500000 Penalty: 4682.093750
	Iteration 16Q: 3 clusters Score -2613188 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2613419.750000 Penalty: 4682.093750
	Iteration 17Q: 3 clusters Score -2613420 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2613629.500000 Penalty: 4682.093750
	Iteration 18Q: 3 clusters Score -2613630 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2613763.500000 Penalty: 4682.093750
	Iteration 19Q: 3 clusters Score -2613764 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2613848.000000 Penalty: 4682.093750
	Iteration 20F: 3 clusters Score -2613848 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2613905.250000 Penalty: 4682.093750
	Iteration 21Q: 3 clusters Score -2613905 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2613951.000000 Penalty: 4682.093750
	Iteration 22Q: 3 clusters Score -2613951 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2614003.000000 Penalty: 4682.093750
	Iteration 23Q: 3 clusters Score -2614003 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2614027.000000 Penalty: 4682.093750
	Iteration 24Q: 3 clusters Score -2614027 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2614067.750000 Penalty: 4682.093750
	Iteration 25Q: 3 clusters Score -2614068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2614095.750000 Penalty: 4682.093750
	Iteration 26Q: 3 clusters Score -2614096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2614124.250000 Penalty: 4682.093750
	Iteration 27Q: 3 clusters Score -2614124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2614150.000000 Penalty: 4682.093750
	Iteration 28Q: 3 clusters Score -2614150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2614189.000000 Penalty: 4682.093750
	Iteration 29Q: 3 clusters Score -2614189 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2614204.750000 Penalty: 4682.093750
	Iteration 30Q: 3 clusters Score -2614205 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2614249.250000 Penalty: 4682.093750
	Iteration 31Q: 3 clusters Score -2614249 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2614295.250000 Penalty: 4682.093750
	Iteration 32Q: 3 clusters Score -2614295 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2614329.500000 Penalty: 4682.093750
	Iteration 33Q: 3 clusters Score -2614330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2614362.500000 Penalty: 4682.093750
	Iteration 34Q: 3 clusters Score -2614362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2614396.500000 Penalty: 4682.093750
	Iteration 35Q: 3 clusters Score -2614396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2614418.000000 Penalty: 4682.093750
	Iteration 36Q: 3 clusters Score -2614418 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2614443.750000 Penalty: 4682.093750
	Iteration 37Q: 3 clusters Score -2614444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2614461.750000 Penalty: 4682.093750
	Iteration 38Q: 3 clusters Score -2614462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2614475.250000 Penalty: 4682.093750
	Iteration 39Q: 3 clusters Score -2614475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2614496.250000 Penalty: 4682.093750
	Iteration 40F: 3 clusters Score -2614496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2614504.250000 Penalty: 4682.093750
	Iteration 41Q: 3 clusters Score -2614504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2614514.500000 Penalty: 4682.093750
	Iteration 42Q: 3 clusters Score -2614514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2614524.750000 Penalty: 4682.093750
	Iteration 43Q: 3 clusters Score -2614525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2614539.500000 Penalty: 4682.093750
	Iteration 44Q: 3 clusters Score -2614540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2614539.250000 Penalty: 4682.093750
	Iteration 45Q: 3 clusters Score -2614539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2614551.000000 Penalty: 4682.093750
	Iteration 46Q: 3 clusters Score -2614551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2614552.250000 Penalty: 4682.093750
	Iteration 47Q: 3 clusters Score -2614552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2614552.250000 Penalty: 4682.093750
	Iteration 48Q: 3 clusters Score -2614552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2614554.000000 Penalty: 4682.093750
	Iteration 49Q: 3 clusters Score -2614554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2614555.500000 Penalty: 4682.093750
	Iteration 50Q: 3 clusters Score -2614556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2614558.500000 Penalty: 4682.093750
	Iteration 51Q: 3 clusters Score -2614558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2614555.500000 Penalty: 4682.093750
	Iteration 52Q: 3 clusters Score -2614556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2614555.750000 Penalty: 4682.093750
	Iteration 53Q: 3 clusters Score -2614556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2614557.500000 Penalty: 4682.093750
	Iteration 54Q: 3 clusters Score -2614558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2614557.750000 Penalty: 4682.093750
	Iteration 55Q: 3 clusters Score -2614558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2614560.250000 Penalty: 4682.093750
	Iteration 56Q: 3 clusters Score -2614560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2614560.750000 Penalty: 4682.093750
	Iteration 57Q: 3 clusters Score -2614561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2614560.250000 Penalty: 4682.093750
	Iteration 58Q: 3 clusters Score -2614560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2614562.000000 Penalty: 4682.093750
	Iteration 59Q: 3 clusters Score -2614562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2614559.500000 Penalty: 4682.093750
	Iteration 60F: 3 clusters Score -2614560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Entering Unmasked Estep 
Score: -3501212.500000 Penalty: 2410.124023
	Iteration 0F: 2 clusters Score -3501212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3490037.000000 Penalty: 4820.248047
	Iteration 0F: 3 clusters Score -3490037 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3493763.500000 Penalty: 4820.248047
	Iteration 1F: 3 clusters Score -3493764 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3494092.000000 Penalty: 4820.248047
	Iteration 2F: 3 clusters Score -3494092 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3494329.750000 Penalty: 4820.248047
	Iteration 3Q: 3 clusters Score -3494330 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3494546.250000 Penalty: 4820.248047
	Iteration 4Q: 3 clusters Score -3494546 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3494705.500000 Penalty: 4820.248047
	Iteration 5Q: 3 clusters Score -3494706 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3494874.500000 Penalty: 4820.248047
	Iteration 6Q: 3 clusters Score -3494874 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3495016.750000 Penalty: 4820.248047
	Iteration 7Q: 3 clusters Score -3495017 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3495153.250000 Penalty: 4820.248047
	Iteration 8Q: 3 clusters Score -3495153 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3495317.750000 Penalty: 4820.248047
	Iteration 9Q: 3 clusters Score -3495318 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3495515.000000 Penalty: 4820.248047
	Iteration 10Q: 3 clusters Score -3495515 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3495798.000000 Penalty: 4820.248047
	Iteration 11Q: 3 clusters Score -3495798 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3496175.500000 Penalty: 4820.248047
	Iteration 12Q: 3 clusters Score -3496176 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3496679.750000 Penalty: 4820.248047
	Iteration 13Q: 3 clusters Score -3496680 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3497262.000000 Penalty: 4820.248047
	Iteration 14F: 3 clusters Score -3497262 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3497831.000000 Penalty: 4820.248047
	Iteration 15F: 3 clusters Score -3497831 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3498313.500000 Penalty: 4820.248047
	Iteration 16Q: 3 clusters Score -3498314 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3498645.000000 Penalty: 4820.248047
	Iteration 17Q: 3 clusters Score -3498645 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3498831.500000 Penalty: 4820.248047
	Iteration 18Q: 3 clusters Score -3498832 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3498943.500000 Penalty: 4820.248047
	Iteration 19Q: 3 clusters Score -3498944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3499000.750000 Penalty: 4820.248047
	Iteration 20F: 3 clusters Score -3499001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3499054.500000 Penalty: 4820.248047
	Iteration 21Q: 3 clusters Score -3499054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3499100.000000 Penalty: 4820.248047
	Iteration 22Q: 3 clusters Score -3499100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3499126.750000 Penalty: 4820.248047
	Iteration 23Q: 3 clusters Score -3499127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3499148.500000 Penalty: 4820.248047
	Iteration 24Q: 3 clusters Score -3499148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3499157.750000 Penalty: 4820.248047
	Iteration 25Q: 3 clusters Score -3499158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3499169.750000 Penalty: 4820.248047
	Iteration 26Q: 3 clusters Score -3499170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3499179.250000 Penalty: 4820.248047
	Iteration 27Q: 3 clusters Score -3499179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3499189.500000 Penalty: 4820.248047
	Iteration 28Q: 3 clusters Score -3499190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3499197.250000 Penalty: 4820.248047
	Iteration 29Q: 3 clusters Score -3499197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3499207.000000 Penalty: 4820.248047
	Iteration 30Q: 3 clusters Score -3499207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3499210.000000 Penalty: 4820.248047
	Iteration 31Q: 3 clusters Score -3499210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3499217.500000 Penalty: 4820.248047
	Iteration 32Q: 3 clusters Score -3499218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3499219.500000 Penalty: 4820.248047
	Iteration 33Q: 3 clusters Score -3499220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3499224.000000 Penalty: 4820.248047
	Iteration 34Q: 3 clusters Score -3499224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3499226.500000 Penalty: 4820.248047
	Iteration 35Q: 3 clusters Score -3499226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3499227.750000 Penalty: 4820.248047
	Iteration 36Q: 3 clusters Score -3499228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3499233.750000 Penalty: 4820.248047
	Iteration 37Q: 3 clusters Score -3499234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3499233.750000 Penalty: 4820.248047
	Iteration 38F: 3 clusters Score -3499234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -922488.125000 Penalty: 2103.171143
	Iteration 0F: 2 clusters Score -922488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -918037.812500 Penalty: 4206.342285
	Iteration 0F: 3 clusters Score -918037.8 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -919155.000000 Penalty: 4206.342285
	Iteration 1F: 3 clusters Score -919155 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -919513.187500 Penalty: 4206.342285
	Iteration 2F: 3 clusters Score -919513.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -919876.437500 Penalty: 4206.342285
	Iteration 3F: 3 clusters Score -919876.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -920255.312500 Penalty: 4206.342285
	Iteration 4F: 3 clusters Score -920255.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -920597.437500 Penalty: 4206.342285
	Iteration 5F: 3 clusters Score -920597.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -920853.437500 Penalty: 4206.342285
	Iteration 6F: 3 clusters Score -920853.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -921066.687500 Penalty: 4206.342285
	Iteration 7Q: 3 clusters Score -921066.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -921231.875000 Penalty: 4206.342285
	Iteration 8Q: 3 clusters Score -921231.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -921345.125000 Penalty: 4206.342285
	Iteration 9Q: 3 clusters Score -921345.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -921422.562500 Penalty: 4206.342285
	Iteration 10Q: 3 clusters Score -921422.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -921471.812500 Penalty: 4206.342285
	Iteration 11Q: 3 clusters Score -921471.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -921514.000000 Penalty: 4206.342285
	Iteration 12Q: 3 clusters Score -921514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -921553.062500 Penalty: 4206.342285
	Iteration 13Q: 3 clusters Score -921553.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -921578.000000 Penalty: 4206.342285
	Iteration 14Q: 3 clusters Score -921578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -921597.812500 Penalty: 4206.342285
	Iteration 15Q: 3 clusters Score -921597.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -921609.562500 Penalty: 4206.342285
	Iteration 16Q: 3 clusters Score -921609.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -921618.125000 Penalty: 4206.342285
	Iteration 17Q: 3 clusters Score -921618.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -921626.875000 Penalty: 4206.342285
	Iteration 18Q: 3 clusters Score -921626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -921629.437500 Penalty: 4206.342285
	Iteration 19Q: 3 clusters Score -921629.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -921633.000000 Penalty: 4206.342285
	Iteration 20F: 3 clusters Score -921633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -921636.250000 Penalty: 4206.342285
	Iteration 21Q: 3 clusters Score -921636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -921642.000000 Penalty: 4206.342285
	Iteration 22Q: 3 clusters Score -921642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -921641.937500 Penalty: 4206.342285
	Iteration 23Q: 3 clusters Score -921641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -921645.000000 Penalty: 4206.342285
	Iteration 24Q: 3 clusters Score -921645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -921647.250000 Penalty: 4206.342285
	Iteration 25Q: 3 clusters Score -921647.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -921651.312500 Penalty: 4206.342285
	Iteration 26Q: 3 clusters Score -921651.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -921653.875000 Penalty: 4206.342285
	Iteration 27Q: 3 clusters Score -921653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -921655.687500 Penalty: 4206.342285
	Iteration 28Q: 3 clusters Score -921655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -921655.875000 Penalty: 4206.342285
	Iteration 29Q: 3 clusters Score -921655.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -921657.625000 Penalty: 4206.342285
	Iteration 30Q: 3 clusters Score -921657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -921657.625000 Penalty: 4206.342285
	Iteration 31F: 3 clusters Score -921657.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Entering Unmasked Estep 
Score: -6406617.000000 Penalty: 2580.234619
	Iteration 0F: 2 clusters Score -6406617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -6385262.000000 Penalty: 5160.469238
	Iteration 0F: 3 clusters Score -6385262 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -6393360.000000 Penalty: 5160.469238
	Iteration 1F: 3 clusters Score -6393360 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -6393817.500000 Penalty: 5160.469238
	Iteration 2Q: 3 clusters Score -6393818 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -6394121.500000 Penalty: 5160.469238
	Iteration 3Q: 3 clusters Score -6394122 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -6394397.000000 Penalty: 5160.469238
	Iteration 4Q: 3 clusters Score -6394397 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6394620.000000 Penalty: 5160.469238
	Iteration 5Q: 3 clusters Score -6394620 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -6394844.000000 Penalty: 5160.469238
	Iteration 6Q: 3 clusters Score -6394844 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -6395149.500000 Penalty: 5160.469238
	Iteration 7Q: 3 clusters Score -6395150 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -6395538.500000 Penalty: 5160.469238
	Iteration 8Q: 3 clusters Score -6395538 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -6396100.000000 Penalty: 5160.469238
	Iteration 9Q: 3 clusters Score -6396100 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -6396895.000000 Penalty: 5160.469238
	Iteration 10Q: 3 clusters Score -6396895 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -6398034.500000 Penalty: 5160.469238
	Iteration 11F: 3 clusters Score -6398034 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -6399502.500000 Penalty: 5160.469238
	Iteration 12F: 3 clusters Score -6399502 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -6401298.000000 Penalty: 5160.469238
	Iteration 13F: 3 clusters Score -6401298 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6402777.000000 Penalty: 5160.469238
	Iteration 14F: 3 clusters Score -6402777 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6403638.500000 Penalty: 5160.469238
	Iteration 15Q: 3 clusters Score -6403638 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6404111.500000 Penalty: 5160.469238
	Iteration 16Q: 3 clusters Score -6404112 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6404264.500000 Penalty: 5160.469238
	Iteration 17Q: 3 clusters Score -6404264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6404346.000000 Penalty: 5160.469238
	Iteration 18Q: 3 clusters Score -6404346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6404409.000000 Penalty: 5160.469238
	Iteration 19Q: 3 clusters Score -6404409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6404429.500000 Penalty: 5160.469238
	Iteration 20F: 3 clusters Score -6404430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6404437.500000 Penalty: 5160.469238
	Iteration 21Q: 3 clusters Score -6404438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6404445.000000 Penalty: 5160.469238
	Iteration 22Q: 3 clusters Score -6404445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6404446.000000 Penalty: 5160.469238
	Iteration 23Q: 3 clusters Score -6404446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6404446.000000 Penalty: 5160.469238
	Iteration 24Q: 3 clusters Score -6404446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6404454.000000 Penalty: 5160.469238
	Iteration 25Q: 3 clusters Score -6404454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6404454.500000 Penalty: 5160.469238
	Iteration 26Q: 3 clusters Score -6404454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6404454.500000 Penalty: 5160.469238
	Iteration 27F: 3 clusters Score -6404454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Entering Unmasked Estep 
Score: -6518021.000000 Penalty: 2583.638184
	Iteration 0F: 2 clusters Score -6518021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -6497010.000000 Penalty: 5167.276367
	Iteration 0F: 3 clusters Score -6497010 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -6505216.500000 Penalty: 5167.276367
	Iteration 1F: 3 clusters Score -6505216 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -6505613.500000 Penalty: 5167.276367
	Iteration 2Q: 3 clusters Score -6505614 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -6505877.000000 Penalty: 5167.276367
	Iteration 3Q: 3 clusters Score -6505877 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -6506183.000000 Penalty: 5167.276367
	Iteration 4Q: 3 clusters Score -6506183 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -6506437.000000 Penalty: 5167.276367
	Iteration 5Q: 3 clusters Score -6506437 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -6506768.500000 Penalty: 5167.276367
	Iteration 6Q: 3 clusters Score -6506768 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -6507199.500000 Penalty: 5167.276367
	Iteration 7Q: 3 clusters Score -6507200 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -6507812.000000 Penalty: 5167.276367
	Iteration 8Q: 3 clusters Score -6507812 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -6508740.000000 Penalty: 5167.276367
	Iteration 9F: 3 clusters Score -6508740 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -6510008.000000 Penalty: 5167.276367
	Iteration 10F: 3 clusters Score -6510008 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -6511613.000000 Penalty: 5167.276367
	Iteration 11F: 3 clusters Score -6511613 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -6513166.500000 Penalty: 5167.276367
	Iteration 12F: 3 clusters Score -6513166 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -6514410.500000 Penalty: 5167.276367
	Iteration 13F: 3 clusters Score -6514410 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -6515145.000000 Penalty: 5167.276367
	Iteration 14Q: 3 clusters Score -6515145 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -6515512.500000 Penalty: 5167.276367
	Iteration 15Q: 3 clusters Score -6515512 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -6515692.500000 Penalty: 5167.276367
	Iteration 16Q: 3 clusters Score -6515692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -6515726.500000 Penalty: 5167.276367
	Iteration 17Q: 3 clusters Score -6515726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -6515771.000000 Penalty: 5167.276367
	Iteration 18Q: 3 clusters Score -6515771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -6515786.500000 Penalty: 5167.276367
	Iteration 19Q: 3 clusters Score -6515786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -6515802.500000 Penalty: 5167.276367
	Iteration 20F: 3 clusters Score -6515802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -6515805.000000 Penalty: 5167.276367
	Iteration 21Q: 3 clusters Score -6515805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -6515810.500000 Penalty: 5167.276367
	Iteration 22Q: 3 clusters Score -6515810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -6515817.500000 Penalty: 5167.276367
	Iteration 23Q: 3 clusters Score -6515818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -6515820.000000 Penalty: 5167.276367
	Iteration 24Q: 3 clusters Score -6515820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6515823.500000 Penalty: 5167.276367
	Iteration 25Q: 3 clusters Score -6515824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -6515825.000000 Penalty: 5167.276367
	Iteration 26Q: 3 clusters Score -6515825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -6515833.500000 Penalty: 5167.276367
	Iteration 27Q: 3 clusters Score -6515834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -6515833.500000 Penalty: 5167.276367
	Iteration 28F: 3 clusters Score -6515834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (38437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Entering Unmasked Estep 
Score: -7473089.000000 Penalty: 2618.080566
	Iteration 0F: 2 clusters Score -7473089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -7450761.000000 Penalty: 5236.161133
	Iteration 0F: 3 clusters Score -7450761 nChanged 17467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7460266.000000 Penalty: 5236.161133
	Iteration 1F: 3 clusters Score -7460266 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -7460825.500000 Penalty: 5236.161133
	Iteration 2Q: 3 clusters Score -7460826 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -7461353.000000 Penalty: 5236.161133
	Iteration 3Q: 3 clusters Score -7461353 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -7462060.000000 Penalty: 5236.161133
	Iteration 4Q: 3 clusters Score -7462060 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -7462987.000000 Penalty: 5236.161133
	Iteration 5F: 3 clusters Score -7462987 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -7464375.500000 Penalty: 5236.161133
	Iteration 6F: 3 clusters Score -7464376 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -7465812.000000 Penalty: 5236.161133
	Iteration 7F: 3 clusters Score -7465812 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -7467222.500000 Penalty: 5236.161133
	Iteration 8F: 3 clusters Score -7467222 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -7468525.000000 Penalty: 5236.161133
	Iteration 9F: 3 clusters Score -7468525 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -7469440.500000 Penalty: 5236.161133
	Iteration 10Q: 3 clusters Score -7469440 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -7469983.500000 Penalty: 5236.161133
	Iteration 11Q: 3 clusters Score -7469984 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7470283.000000 Penalty: 5236.161133
	Iteration 12Q: 3 clusters Score -7470283 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7470443.500000 Penalty: 5236.161133
	Iteration 13Q: 3 clusters Score -7470444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -7470574.000000 Penalty: 5236.161133
	Iteration 14Q: 3 clusters Score -7470574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7470656.000000 Penalty: 5236.161133
	Iteration 15Q: 3 clusters Score -7470656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -7470686.000000 Penalty: 5236.161133
	Iteration 16Q: 3 clusters Score -7470686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -7470699.000000 Penalty: 5236.161133
	Iteration 17Q: 3 clusters Score -7470699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -7470734.500000 Penalty: 5236.161133
	Iteration 18Q: 3 clusters Score -7470734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -7470752.500000 Penalty: 5236.161133
	Iteration 19Q: 3 clusters Score -7470752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7470758.000000 Penalty: 5236.161133
	Iteration 20F: 3 clusters Score -7470758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -7470771.500000 Penalty: 5236.161133
	Iteration 21Q: 3 clusters Score -7470772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7470776.500000 Penalty: 5236.161133
	Iteration 22Q: 3 clusters Score -7470776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7470777.000000 Penalty: 5236.161133
	Iteration 23Q: 3 clusters Score -7470777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -7470777.500000 Penalty: 5236.161133
	Iteration 24Q: 3 clusters Score -7470778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -7470777.500000 Penalty: 5236.161133
	Iteration 25F: 3 clusters Score -7470778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -34497.167969 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -34497.17 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: -33398.031250 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -33398.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33734.714844 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -33734.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33931.648438 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -33931.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34048.242188 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -34048.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34118.960938 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -34118.96 nChanged 2
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: -34169.550781 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -34169.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34227.417969 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -34227.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34262.007812 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -34262.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34285.152344 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -34285.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34295.140625 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -34295.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34314.054688 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -34314.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34320.417969 Penalty: 2774.976807
	Iteration 11F: 3 clusters Score -34320.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34377.765625 Penalty: 2774.976807
	Iteration 12Q: 3 clusters Score -34377.77 nChanged 2
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: -34413.906250 Penalty: 2774.976807
	Iteration 13Q: 3 clusters Score -34413.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34451.593750 Penalty: 2774.976807
	Iteration 14Q: 3 clusters Score -34451.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34451.593750 Penalty: 2774.976807
	Iteration 15F: 3 clusters Score -34451.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -44343.195312 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -44343.2 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 233 members 
Entering Unmasked Estep 
Score: -43039.718750 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -43039.72 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43458.488281 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -43458.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43643.960938 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -43643.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43770.617188 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -43770.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43845.960938 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -43845.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43890.046875 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -43890.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43910.218750 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -43910.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43950.621094 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -43950.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43969.031250 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -43969.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43976.304688 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -43976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43980.007812 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -43980.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43998.933594 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -43998.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44014.500000 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -44014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44027.863281 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -44027.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44027.863281 Penalty: 3025.758301
	Iteration 14F: 3 clusters Score -44027.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -216068.062500 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -216068.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -214017.265625 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -214017.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -214402.140625 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -214402.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -214540.609375 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -214540.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -214651.015625 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -214651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -214730.859375 Penalty: 3544.017090
	Iteration 4Q: 3 clusters Score -214730.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -214824.296875 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -214824.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -214956.531250 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -214956.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -215060.968750 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -215061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -215150.000000 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -215150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -215181.843750 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -215181.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -215208.359375 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -215208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -215219.937500 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -215219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -215239.906250 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -215239.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -215249.968750 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -215250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -215250.609375 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -215250.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -215250.609375 Penalty: 3544.017090
	Iteration 15F: 3 clusters Score -215250.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -201231.031250 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -201231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -199190.781250 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -199190.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -199542.281250 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -199542.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -199695.046875 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -199695 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -199807.265625 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -199807.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -199884.546875 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -199884.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -199943.515625 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -199943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -200002.796875 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -200002.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -200030.015625 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -200030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -200072.250000 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -200072.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -200138.140625 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -200138.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -200193.562500 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -200193.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -200253.906250 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -200253.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -200330.812500 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -200330.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -200396.890625 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -200396.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -200438.312500 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -200438.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -200496.109375 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -200496.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -200591.984375 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -200592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -200685.515625 Penalty: 3504.967529
	Iteration 17Q: 3 clusters Score -200685.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -200756.921875 Penalty: 3504.967529
	Iteration 18Q: 3 clusters Score -200756.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -200790.718750 Penalty: 3504.967529
	Iteration 19Q: 3 clusters Score -200790.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -200834.000000 Penalty: 3504.967529
	Iteration 20F: 3 clusters Score -200834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -200888.437500 Penalty: 3504.967529
	Iteration 21Q: 3 clusters Score -200888.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -200913.093750 Penalty: 3504.967529
	Iteration 22Q: 3 clusters Score -200913.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -200937.609375 Penalty: 3504.967529
	Iteration 23Q: 3 clusters Score -200937.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -200945.093750 Penalty: 3504.967529
	Iteration 24Q: 3 clusters Score -200945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -200952.312500 Penalty: 3504.967529
	Iteration 25Q: 3 clusters Score -200952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -200954.062500 Penalty: 3504.967529
	Iteration 26Q: 3 clusters Score -200954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -200954.062500 Penalty: 3504.967529
	Iteration 27F: 3 clusters Score -200954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -506926.812500 Penalty: 1959.633423
	Iteration 0F: 2 clusters Score -506926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -503862.875000 Penalty: 3919.266846
	Iteration 0F: 3 clusters Score -503862.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -504451.281250 Penalty: 3919.266846
	Iteration 1F: 3 clusters Score -504451.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -504607.093750 Penalty: 3919.266846
	Iteration 2F: 3 clusters Score -504607.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -504699.375000 Penalty: 3919.266846
	Iteration 3Q: 3 clusters Score -504699.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -504762.218750 Penalty: 3919.266846
	Iteration 4Q: 3 clusters Score -504762.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -504827.218750 Penalty: 3919.266846
	Iteration 5Q: 3 clusters Score -504827.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -504883.750000 Penalty: 3919.266846
	Iteration 6Q: 3 clusters Score -504883.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -504922.375000 Penalty: 3919.266846
	Iteration 7Q: 3 clusters Score -504922.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -504953.812500 Penalty: 3919.266846
	Iteration 8Q: 3 clusters Score -504953.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -504987.437500 Penalty: 3919.266846
	Iteration 9Q: 3 clusters Score -504987.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -505025.250000 Penalty: 3919.266846
	Iteration 10Q: 3 clusters Score -505025.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -505060.187500 Penalty: 3919.266846
	Iteration 11Q: 3 clusters Score -505060.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -505093.906250 Penalty: 3919.266846
	Iteration 12Q: 3 clusters Score -505093.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -505121.062500 Penalty: 3919.266846
	Iteration 13Q: 3 clusters Score -505121.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -505141.187500 Penalty: 3919.266846
	Iteration 14Q: 3 clusters Score -505141.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -505158.250000 Penalty: 3919.266846
	Iteration 15Q: 3 clusters Score -505158.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -505177.468750 Penalty: 3919.266846
	Iteration 16Q: 3 clusters Score -505177.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -505195.125000 Penalty: 3919.266846
	Iteration 17Q: 3 clusters Score -505195.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -505209.156250 Penalty: 3919.266846
	Iteration 18Q: 3 clusters Score -505209.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -505223.437500 Penalty: 3919.266846
	Iteration 19Q: 3 clusters Score -505223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -505237.781250 Penalty: 3919.266846
	Iteration 20F: 3 clusters Score -505237.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -505249.000000 Penalty: 3919.266846
	Iteration 21Q: 3 clusters Score -505249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -505259.281250 Penalty: 3919.266846
	Iteration 22Q: 3 clusters Score -505259.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -505275.750000 Penalty: 3919.266846
	Iteration 23Q: 3 clusters Score -505275.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -505288.093750 Penalty: 3919.266846
	Iteration 24Q: 3 clusters Score -505288.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -505301.437500 Penalty: 3919.266846
	Iteration 25Q: 3 clusters Score -505301.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -505311.031250 Penalty: 3919.266846
	Iteration 26Q: 3 clusters Score -505311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -505319.187500 Penalty: 3919.266846
	Iteration 27Q: 3 clusters Score -505319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -505324.375000 Penalty: 3919.266846
	Iteration 28Q: 3 clusters Score -505324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -505327.312500 Penalty: 3919.266846
	Iteration 29Q: 3 clusters Score -505327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -505330.375000 Penalty: 3919.266846
	Iteration 30Q: 3 clusters Score -505330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -505331.531250 Penalty: 3919.266846
	Iteration 31Q: 3 clusters Score -505331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -505331.562500 Penalty: 3919.266846
	Iteration 32Q: 3 clusters Score -505331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -505331.562500 Penalty: 3919.266846
	Iteration 33F: 3 clusters Score -505331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Entering Unmasked Estep 
Score: -8735896.000000 Penalty: 2654.532715
	Iteration 0F: 2 clusters Score -8735896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -8706697.000000 Penalty: 5309.065430
	Iteration 0F: 3 clusters Score -8706697 nChanged 20503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -8718192.000000 Penalty: 5309.065430
	Iteration 1F: 3 clusters Score -8718192 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -8719016.000000 Penalty: 5309.065430
	Iteration 2Q: 3 clusters Score -8719016 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -8720189.000000 Penalty: 5309.065430
	Iteration 3F: 3 clusters Score -8720189 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -8721792.000000 Penalty: 5309.065430
	Iteration 4F: 3 clusters Score -8721792 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8723953.000000 Penalty: 5309.065430
	Iteration 5F: 3 clusters Score -8723953 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -8726537.000000 Penalty: 5309.065430
	Iteration 6F: 3 clusters Score -8726537 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -8728970.000000 Penalty: 5309.065430
	Iteration 7F: 3 clusters Score -8728970 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -8730831.000000 Penalty: 5309.065430
	Iteration 8Q: 3 clusters Score -8730831 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -8732124.000000 Penalty: 5309.065430
	Iteration 9Q: 3 clusters Score -8732124 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -8732797.000000 Penalty: 5309.065430
	Iteration 10Q: 3 clusters Score -8732797 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -8733168.000000 Penalty: 5309.065430
	Iteration 11Q: 3 clusters Score -8733168 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8733406.000000 Penalty: 5309.065430
	Iteration 12Q: 3 clusters Score -8733406 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8733567.000000 Penalty: 5309.065430
	Iteration 13Q: 3 clusters Score -8733567 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8733697.000000 Penalty: 5309.065430
	Iteration 14Q: 3 clusters Score -8733697 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -8733746.000000 Penalty: 5309.065430
	Iteration 15Q: 3 clusters Score -8733746 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8733791.000000 Penalty: 5309.065430
	Iteration 16Q: 3 clusters Score -8733791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8733811.000000 Penalty: 5309.065430
	Iteration 17Q: 3 clusters Score -8733811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -8733828.000000 Penalty: 5309.065430
	Iteration 18Q: 3 clusters Score -8733828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8733845.000000 Penalty: 5309.065430
	Iteration 19Q: 3 clusters Score -8733845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8733855.000000 Penalty: 5309.065430
	Iteration 20F: 3 clusters Score -8733855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8733875.000000 Penalty: 5309.065430
	Iteration 21Q: 3 clusters Score -8733875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8733885.000000 Penalty: 5309.065430
	Iteration 22Q: 3 clusters Score -8733885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8733881.000000 Penalty: 5309.065430
	Iteration 23Q: 3 clusters Score -8733881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8733885.000000 Penalty: 5309.065430
	Iteration 24Q: 3 clusters Score -8733885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -8733888.000000 Penalty: 5309.065430
	Iteration 25Q: 3 clusters Score -8733888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -8733894.000000 Penalty: 5309.065430
	Iteration 26Q: 3 clusters Score -8733894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8733891.000000 Penalty: 5309.065430
	Iteration 27Q: 3 clusters Score -8733891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -8733890.000000 Penalty: 5309.065430
	Iteration 28Q: 3 clusters Score -8733890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -8733885.000000 Penalty: 5309.065430
	Iteration 29Q: 3 clusters Score -8733885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -8733891.000000 Penalty: 5309.065430
	Iteration 30Q: 3 clusters Score -8733891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8733887.000000 Penalty: 5309.065430
	Iteration 31Q: 3 clusters Score -8733887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8733886.000000 Penalty: 5309.065430
	Iteration 32Q: 3 clusters Score -8733886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8733886.000000 Penalty: 5309.065430
	Iteration 33Q: 3 clusters Score -8733886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8733894.000000 Penalty: 5309.065430
	Iteration 34Q: 3 clusters Score -8733894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8733894.000000 Penalty: 5309.065430
	Iteration 35Q: 3 clusters Score -8733894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8733894.000000 Penalty: 5309.065430
	Iteration 36Q: 3 clusters Score -8733894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -8733895.000000 Penalty: 5309.065430
	Iteration 37Q: 3 clusters Score -8733895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8733890.000000 Penalty: 5309.065430
	Iteration 38Q: 3 clusters Score -8733890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -8733885.000000 Penalty: 5309.065430
	Iteration 39Q: 3 clusters Score -8733885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8733891.000000 Penalty: 5309.065430
	Iteration 40F: 3 clusters Score -8733891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8733896.000000 Penalty: 5309.065430
	Iteration 41Q: 3 clusters Score -8733896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -8733902.000000 Penalty: 5309.065430
	Iteration 42Q: 3 clusters Score -8733902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -8733900.000000 Penalty: 5309.065430
	Iteration 43Q: 3 clusters Score -8733900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8733903.000000 Penalty: 5309.065430
	Iteration 44Q: 3 clusters Score -8733903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8733903.000000 Penalty: 5309.065430
	Iteration 45Q: 3 clusters Score -8733903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8733899.000000 Penalty: 5309.065430
	Iteration 46Q: 3 clusters Score -8733899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8733899.000000 Penalty: 5309.065430
	Iteration 47F: 3 clusters Score -8733899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -50035.867188 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -50035.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48720.386719 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -48720.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48920.738281 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -48920.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49080.578125 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -49080.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49224.367188 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -49224.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49305.945312 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -49305.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49325.316406 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -49325.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49347.753906 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -49347.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49409.890625 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -49409.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49425.917969 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -49425.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49428.578125 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -49428.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49442.164062 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -49442.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49449.019531 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -49449.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49449.019531 Penalty: 2952.808594
	Iteration 12F: 3 clusters Score -49449.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (10747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Entering Unmasked Estep 
Score: -2236172.250000 Penalty: 2302.030762
	Iteration 0F: 2 clusters Score -2236172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2227910.000000 Penalty: 4604.061523
	Iteration 0F: 3 clusters Score -2227910 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2230362.500000 Penalty: 4604.061523
	Iteration 1F: 3 clusters Score -2230362 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2230633.750000 Penalty: 4604.061523
	Iteration 2F: 3 clusters Score -2230634 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2230836.000000 Penalty: 4604.061523
	Iteration 3Q: 3 clusters Score -2230836 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2231015.500000 Penalty: 4604.061523
	Iteration 4Q: 3 clusters Score -2231016 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2231174.250000 Penalty: 4604.061523
	Iteration 5Q: 3 clusters Score -2231174 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2231312.000000 Penalty: 4604.061523
	Iteration 6Q: 3 clusters Score -2231312 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2231438.750000 Penalty: 4604.061523
	Iteration 7Q: 3 clusters Score -2231439 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2231574.750000 Penalty: 4604.061523
	Iteration 8Q: 3 clusters Score -2231575 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2231716.500000 Penalty: 4604.061523
	Iteration 9Q: 3 clusters Score -2231716 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2231888.750000 Penalty: 4604.061523
	Iteration 10Q: 3 clusters Score -2231889 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2232074.000000 Penalty: 4604.061523
	Iteration 11Q: 3 clusters Score -2232074 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2232297.500000 Penalty: 4604.061523
	Iteration 12Q: 3 clusters Score -2232298 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2232540.500000 Penalty: 4604.061523
	Iteration 13Q: 3 clusters Score -2232540 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2232755.000000 Penalty: 4604.061523
	Iteration 14Q: 3 clusters Score -2232755 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2232966.750000 Penalty: 4604.061523
	Iteration 15Q: 3 clusters Score -2232967 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2233162.000000 Penalty: 4604.061523
	Iteration 16Q: 3 clusters Score -2233162 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2233330.750000 Penalty: 4604.061523
	Iteration 17Q: 3 clusters Score -2233331 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2233464.000000 Penalty: 4604.061523
	Iteration 18Q: 3 clusters Score -2233464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2233602.750000 Penalty: 4604.061523
	Iteration 19Q: 3 clusters Score -2233603 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2233737.000000 Penalty: 4604.061523
	Iteration 20F: 3 clusters Score -2233737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2233841.250000 Penalty: 4604.061523
	Iteration 21Q: 3 clusters Score -2233841 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2233929.000000 Penalty: 4604.061523
	Iteration 22Q: 3 clusters Score -2233929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2233976.000000 Penalty: 4604.061523
	Iteration 23Q: 3 clusters Score -2233976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2234005.750000 Penalty: 4604.061523
	Iteration 24Q: 3 clusters Score -2234006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2234042.500000 Penalty: 4604.061523
	Iteration 25Q: 3 clusters Score -2234042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2234073.250000 Penalty: 4604.061523
	Iteration 26Q: 3 clusters Score -2234073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2234090.750000 Penalty: 4604.061523
	Iteration 27Q: 3 clusters Score -2234091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2234105.500000 Penalty: 4604.061523
	Iteration 28Q: 3 clusters Score -2234106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2234114.250000 Penalty: 4604.061523
	Iteration 29Q: 3 clusters Score -2234114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2234125.000000 Penalty: 4604.061523
	Iteration 30Q: 3 clusters Score -2234125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2234135.000000 Penalty: 4604.061523
	Iteration 31Q: 3 clusters Score -2234135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2234147.000000 Penalty: 4604.061523
	Iteration 32Q: 3 clusters Score -2234147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2234160.750000 Penalty: 4604.061523
	Iteration 33Q: 3 clusters Score -2234161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2234170.000000 Penalty: 4604.061523
	Iteration 34Q: 3 clusters Score -2234170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2234182.250000 Penalty: 4604.061523
	Iteration 35Q: 3 clusters Score -2234182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2234184.250000 Penalty: 4604.061523
	Iteration 36Q: 3 clusters Score -2234184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2234186.250000 Penalty: 4604.061523
	Iteration 37Q: 3 clusters Score -2234186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2234186.000000 Penalty: 4604.061523
	Iteration 38Q: 3 clusters Score -2234186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2234186.000000 Penalty: 4604.061523
	Iteration 39F: 3 clusters Score -2234186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (14020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Entering Unmasked Estep 
Score: -2932737.000000 Penalty: 2367.963379
	Iteration 0F: 2 clusters Score -2932737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2922842.500000 Penalty: 4735.926758
	Iteration 0F: 3 clusters Score -2922842 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2925908.500000 Penalty: 4735.926758
	Iteration 1F: 3 clusters Score -2925908 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2926216.750000 Penalty: 4735.926758
	Iteration 2F: 3 clusters Score -2926217 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2926419.750000 Penalty: 4735.926758
	Iteration 3Q: 3 clusters Score -2926420 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2926568.250000 Penalty: 4735.926758
	Iteration 4Q: 3 clusters Score -2926568 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2926668.500000 Penalty: 4735.926758
	Iteration 5Q: 3 clusters Score -2926668 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2926770.750000 Penalty: 4735.926758
	Iteration 6Q: 3 clusters Score -2926771 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2926898.750000 Penalty: 4735.926758
	Iteration 7Q: 3 clusters Score -2926899 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2927025.500000 Penalty: 4735.926758
	Iteration 8Q: 3 clusters Score -2927026 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2927167.000000 Penalty: 4735.926758
	Iteration 9Q: 3 clusters Score -2927167 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2927313.500000 Penalty: 4735.926758
	Iteration 10Q: 3 clusters Score -2927314 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2927502.000000 Penalty: 4735.926758
	Iteration 11Q: 3 clusters Score -2927502 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2927751.000000 Penalty: 4735.926758
	Iteration 12Q: 3 clusters Score -2927751 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2928102.750000 Penalty: 4735.926758
	Iteration 13Q: 3 clusters Score -2928103 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2928508.500000 Penalty: 4735.926758
	Iteration 14Q: 3 clusters Score -2928508 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2928979.500000 Penalty: 4735.926758
	Iteration 15Q: 3 clusters Score -2928980 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2929452.500000 Penalty: 4735.926758
	Iteration 16Q: 3 clusters Score -2929452 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2929822.750000 Penalty: 4735.926758
	Iteration 17Q: 3 clusters Score -2929823 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2930162.500000 Penalty: 4735.926758
	Iteration 18Q: 3 clusters Score -2930162 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2930355.000000 Penalty: 4735.926758
	Iteration 19Q: 3 clusters Score -2930355 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2930476.250000 Penalty: 4735.926758
	Iteration 20F: 3 clusters Score -2930476 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2930610.500000 Penalty: 4735.926758
	Iteration 21Q: 3 clusters Score -2930610 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2930715.250000 Penalty: 4735.926758
	Iteration 22Q: 3 clusters Score -2930715 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2930823.500000 Penalty: 4735.926758
	Iteration 23Q: 3 clusters Score -2930824 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2930907.750000 Penalty: 4735.926758
	Iteration 24Q: 3 clusters Score -2930908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2930955.500000 Penalty: 4735.926758
	Iteration 25Q: 3 clusters Score -2930956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2930986.500000 Penalty: 4735.926758
	Iteration 26Q: 3 clusters Score -2930986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2931017.250000 Penalty: 4735.926758
	Iteration 27Q: 3 clusters Score -2931017 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2931029.000000 Penalty: 4735.926758
	Iteration 28Q: 3 clusters Score -2931029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2931047.750000 Penalty: 4735.926758
	Iteration 29Q: 3 clusters Score -2931048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2931058.750000 Penalty: 4735.926758
	Iteration 30Q: 3 clusters Score -2931059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2931065.500000 Penalty: 4735.926758
	Iteration 31Q: 3 clusters Score -2931066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2931072.500000 Penalty: 4735.926758
	Iteration 32Q: 3 clusters Score -2931072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2931077.250000 Penalty: 4735.926758
	Iteration 33Q: 3 clusters Score -2931077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2931093.250000 Penalty: 4735.926758
	Iteration 34Q: 3 clusters Score -2931093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2931094.250000 Penalty: 4735.926758
	Iteration 35Q: 3 clusters Score -2931094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2931092.500000 Penalty: 4735.926758
	Iteration 36Q: 3 clusters Score -2931092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2931091.250000 Penalty: 4735.926758
	Iteration 37Q: 3 clusters Score -2931091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2931110.250000 Penalty: 4735.926758
	Iteration 38Q: 3 clusters Score -2931110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2931118.750000 Penalty: 4735.926758
	Iteration 39Q: 3 clusters Score -2931119 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2931125.000000 Penalty: 4735.926758
	Iteration 40F: 3 clusters Score -2931125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2931129.250000 Penalty: 4735.926758
	Iteration 41Q: 3 clusters Score -2931129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2931143.750000 Penalty: 4735.926758
	Iteration 42Q: 3 clusters Score -2931144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2931132.750000 Penalty: 4735.926758
	Iteration 43Q: 3 clusters Score -2931133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2931133.750000 Penalty: 4735.926758
	Iteration 44Q: 3 clusters Score -2931134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2931135.500000 Penalty: 4735.926758
	Iteration 45Q: 3 clusters Score -2931136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2931138.750000 Penalty: 4735.926758
	Iteration 46Q: 3 clusters Score -2931139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2931140.250000 Penalty: 4735.926758
	Iteration 47Q: 3 clusters Score -2931140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2931131.000000 Penalty: 4735.926758
	Iteration 48Q: 3 clusters Score -2931131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2931134.000000 Penalty: 4735.926758
	Iteration 49Q: 3 clusters Score -2931134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2931129.750000 Penalty: 4735.926758
	Iteration 50Q: 3 clusters Score -2931130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2931125.250000 Penalty: 4735.926758
	Iteration 51Q: 3 clusters Score -2931125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2931122.250000 Penalty: 4735.926758
	Iteration 52Q: 3 clusters Score -2931122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2931123.250000 Penalty: 4735.926758
	Iteration 53Q: 3 clusters Score -2931123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2931121.000000 Penalty: 4735.926758
	Iteration 54Q: 3 clusters Score -2931121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2931120.000000 Penalty: 4735.926758
	Iteration 55Q: 3 clusters Score -2931120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2931120.250000 Penalty: 4735.926758
	Iteration 56Q: 3 clusters Score -2931120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2931115.750000 Penalty: 4735.926758
	Iteration 57Q: 3 clusters Score -2931116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2931119.250000 Penalty: 4735.926758
	Iteration 58Q: 3 clusters Score -2931119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2931116.750000 Penalty: 4735.926758
	Iteration 59Q: 3 clusters Score -2931117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2931121.750000 Penalty: 4735.926758
	Iteration 60F: 3 clusters Score -2931122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2931118.750000 Penalty: 4735.926758
	Iteration 61Q: 3 clusters Score -2931119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2931121.250000 Penalty: 4735.926758
	Iteration 62Q: 3 clusters Score -2931121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2931114.750000 Penalty: 4735.926758
	Iteration 63Q: 3 clusters Score -2931115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2931116.000000 Penalty: 4735.926758
	Iteration 64Q: 3 clusters Score -2931116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2931122.000000 Penalty: 4735.926758
	Iteration 65Q: 3 clusters Score -2931122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2931119.000000 Penalty: 4735.926758
	Iteration 66Q: 3 clusters Score -2931119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2931120.750000 Penalty: 4735.926758
	Iteration 67Q: 3 clusters Score -2931121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2931114.250000 Penalty: 4735.926758
	Iteration 68Q: 3 clusters Score -2931114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2931118.250000 Penalty: 4735.926758
	Iteration 69Q: 3 clusters Score -2931118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2931119.750000 Penalty: 4735.926758
	Iteration 70Q: 3 clusters Score -2931120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2931113.500000 Penalty: 4735.926758
	Iteration 71Q: 3 clusters Score -2931114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2931117.000000 Penalty: 4735.926758
	Iteration 72Q: 3 clusters Score -2931117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2931117.750000 Penalty: 4735.926758
	Iteration 73Q: 3 clusters Score -2931118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2931114.750000 Penalty: 4735.926758
	Iteration 74Q: 3 clusters Score -2931115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2931117.250000 Penalty: 4735.926758
	Iteration 75Q: 3 clusters Score -2931117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2931116.500000 Penalty: 4735.926758
	Iteration 76Q: 3 clusters Score -2931116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2931116.500000 Penalty: 4735.926758
	Iteration 77F: 3 clusters Score -2931116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Entering Unmasked Estep 
Score: -1354189.625000 Penalty: 2192.032715
	Iteration 0F: 2 clusters Score -1354190 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 3492 members 
Entering Unmasked Estep 
Score: -1348445.625000 Penalty: 4384.065430
	Iteration 0F: 3 clusters Score -1348446 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1349944.625000 Penalty: 4384.065430
	Iteration 1F: 3 clusters Score -1349945 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1350209.875000 Penalty: 4384.065430
	Iteration 2F: 3 clusters Score -1350210 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1350404.750000 Penalty: 4384.065430
	Iteration 3F: 3 clusters Score -1350405 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1350546.375000 Penalty: 4384.065430
	Iteration 4Q: 3 clusters Score -1350546 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1350670.000000 Penalty: 4384.065430
	Iteration 5Q: 3 clusters Score -1350670 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1350779.875000 Penalty: 4384.065430
	Iteration 6Q: 3 clusters Score -1350780 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1350912.250000 Penalty: 4384.065430
	Iteration 7Q: 3 clusters Score -1350912 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1351070.250000 Penalty: 4384.065430
	Iteration 8Q: 3 clusters Score -1351070 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1351303.750000 Penalty: 4384.065430
	Iteration 9Q: 3 clusters Score -1351304 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1351567.125000 Penalty: 4384.065430
	Iteration 10Q: 3 clusters Score -1351567 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1351815.250000 Penalty: 4384.065430
	Iteration 11Q: 3 clusters Score -1351815 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1352044.000000 Penalty: 4384.065430
	Iteration 12Q: 3 clusters Score -1352044 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1352221.500000 Penalty: 4384.065430
	Iteration 13Q: 3 clusters Score -1352222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1352355.000000 Penalty: 4384.065430
	Iteration 14Q: 3 clusters Score -1352355 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1352483.375000 Penalty: 4384.065430
	Iteration 15Q: 3 clusters Score -1352483 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1352595.375000 Penalty: 4384.065430
	Iteration 16Q: 3 clusters Score -1352595 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1352672.375000 Penalty: 4384.065430
	Iteration 17Q: 3 clusters Score -1352672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1352708.750000 Penalty: 4384.065430
	Iteration 18Q: 3 clusters Score -1352709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1352731.250000 Penalty: 4384.065430
	Iteration 19Q: 3 clusters Score -1352731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1352747.750000 Penalty: 4384.065430
	Iteration 20F: 3 clusters Score -1352748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1352758.125000 Penalty: 4384.065430
	Iteration 21Q: 3 clusters Score -1352758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1352765.125000 Penalty: 4384.065430
	Iteration 22Q: 3 clusters Score -1352765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1352773.375000 Penalty: 4384.065430
	Iteration 23Q: 3 clusters Score -1352773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1352784.375000 Penalty: 4384.065430
	Iteration 24Q: 3 clusters Score -1352784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1352787.375000 Penalty: 4384.065430
	Iteration 25Q: 3 clusters Score -1352787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1352790.750000 Penalty: 4384.065430
	Iteration 26Q: 3 clusters Score -1352791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1352794.625000 Penalty: 4384.065430
	Iteration 27Q: 3 clusters Score -1352795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1352796.750000 Penalty: 4384.065430
	Iteration 28Q: 3 clusters Score -1352797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1352796.000000 Penalty: 4384.065430
	Iteration 29Q: 3 clusters Score -1352796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1352799.375000 Penalty: 4384.065430
	Iteration 30Q: 3 clusters Score -1352799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1352796.875000 Penalty: 4384.065430
	Iteration 31Q: 3 clusters Score -1352797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1352798.750000 Penalty: 4384.065430
	Iteration 32Q: 3 clusters Score -1352799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1352796.875000 Penalty: 4384.065430
	Iteration 33Q: 3 clusters Score -1352797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1352798.125000 Penalty: 4384.065430
	Iteration 34Q: 3 clusters Score -1352798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1352800.375000 Penalty: 4384.065430
	Iteration 35Q: 3 clusters Score -1352800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1352802.000000 Penalty: 4384.065430
	Iteration 36Q: 3 clusters Score -1352802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1352801.125000 Penalty: 4384.065430
	Iteration 37Q: 3 clusters Score -1352801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1352801.875000 Penalty: 4384.065430
	Iteration 38Q: 3 clusters Score -1352802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1352801.875000 Penalty: 4384.065430
	Iteration 39F: 3 clusters Score -1352802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (35517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Entering Unmasked Estep 
Score: -6919179.000000 Penalty: 2598.486328
	Iteration 0F: 2 clusters Score -6919179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6897060.500000 Penalty: 5196.972656
	Iteration 0F: 3 clusters Score -6897060 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -6905935.500000 Penalty: 5196.972656
	Iteration 1F: 3 clusters Score -6905936 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -6906342.000000 Penalty: 5196.972656
	Iteration 2Q: 3 clusters Score -6906342 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -6906763.000000 Penalty: 5196.972656
	Iteration 3Q: 3 clusters Score -6906763 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -6907084.500000 Penalty: 5196.972656
	Iteration 4Q: 3 clusters Score -6907084 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -6907535.000000 Penalty: 5196.972656
	Iteration 5Q: 3 clusters Score -6907535 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -6908123.000000 Penalty: 5196.972656
	Iteration 6Q: 3 clusters Score -6908123 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -6908963.500000 Penalty: 5196.972656
	Iteration 7Q: 3 clusters Score -6908964 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6910160.000000 Penalty: 5196.972656
	Iteration 8F: 3 clusters Score -6910160 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -6911582.000000 Penalty: 5196.972656
	Iteration 9F: 3 clusters Score -6911582 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -6912987.500000 Penalty: 5196.972656
	Iteration 10F: 3 clusters Score -6912988 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -6914155.500000 Penalty: 5196.972656
	Iteration 11Q: 3 clusters Score -6914156 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -6915124.500000 Penalty: 5196.972656
	Iteration 12Q: 3 clusters Score -6915124 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -6915650.500000 Penalty: 5196.972656
	Iteration 13Q: 3 clusters Score -6915650 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -6916044.000000 Penalty: 5196.972656
	Iteration 14Q: 3 clusters Score -6916044 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -6916241.000000 Penalty: 5196.972656
	Iteration 15Q: 3 clusters Score -6916241 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -6916399.000000 Penalty: 5196.972656
	Iteration 16Q: 3 clusters Score -6916399 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6916513.500000 Penalty: 5196.972656
	Iteration 17Q: 3 clusters Score -6916514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -6916588.500000 Penalty: 5196.972656
	Iteration 18Q: 3 clusters Score -6916588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -6916648.000000 Penalty: 5196.972656
	Iteration 19Q: 3 clusters Score -6916648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -6916686.000000 Penalty: 5196.972656
	Iteration 20F: 3 clusters Score -6916686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -6916729.500000 Penalty: 5196.972656
	Iteration 21Q: 3 clusters Score -6916730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -6916761.000000 Penalty: 5196.972656
	Iteration 22Q: 3 clusters Score -6916761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -6916799.000000 Penalty: 5196.972656
	Iteration 23Q: 3 clusters Score -6916799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6916816.500000 Penalty: 5196.972656
	Iteration 24Q: 3 clusters Score -6916816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -6916828.500000 Penalty: 5196.972656
	Iteration 25Q: 3 clusters Score -6916828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -6916829.000000 Penalty: 5196.972656
	Iteration 26Q: 3 clusters Score -6916829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -6916842.500000 Penalty: 5196.972656
	Iteration 27Q: 3 clusters Score -6916842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -6916856.000000 Penalty: 5196.972656
	Iteration 28Q: 3 clusters Score -6916856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -6916862.000000 Penalty: 5196.972656
	Iteration 29Q: 3 clusters Score -6916862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -6916869.500000 Penalty: 5196.972656
	Iteration 30Q: 3 clusters Score -6916870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -6916870.000000 Penalty: 5196.972656
	Iteration 31Q: 3 clusters Score -6916870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6916887.500000 Penalty: 5196.972656
	Iteration 32Q: 3 clusters Score -6916888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -6916896.500000 Penalty: 5196.972656
	Iteration 33Q: 3 clusters Score -6916896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -6916910.000000 Penalty: 5196.972656
	Iteration 34Q: 3 clusters Score -6916910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -6916908.000000 Penalty: 5196.972656
	Iteration 35Q: 3 clusters Score -6916908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -6916914.000000 Penalty: 5196.972656
	Iteration 36Q: 3 clusters Score -6916914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -6916913.500000 Penalty: 5196.972656
	Iteration 37Q: 3 clusters Score -6916914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -6916923.500000 Penalty: 5196.972656
	Iteration 38Q: 3 clusters Score -6916924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -6916929.000000 Penalty: 5196.972656
	Iteration 39Q: 3 clusters Score -6916929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -6916926.500000 Penalty: 5196.972656
	Iteration 40F: 3 clusters Score -6916926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -6916925.500000 Penalty: 5196.972656
	Iteration 41Q: 3 clusters Score -6916926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -6916925.500000 Penalty: 5196.972656
	Iteration 42F: 3 clusters Score -6916926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -128734.242188 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -128734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127076.664062 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -127076.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -127545.875000 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -127545.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127927.898438 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -127927.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -128172.992188 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -128173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -128286.796875 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -128286.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128357.343750 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -128357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128372.632812 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -128372.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128390.695312 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -128390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -128399.351562 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -128399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -128403.687500 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -128403.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -128424.523438 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -128424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -128430.796875 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -128430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128437.695312 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -128437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128440.484375 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -128440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128444.804688 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -128444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128444.804688 Penalty: 3299.179688
	Iteration 15F: 3 clusters Score -128444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Entering Unmasked Estep 
Score: -3315054.750000 Penalty: 2410.288086
	Iteration 0F: 2 clusters Score -3315055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3303432.500000 Penalty: 4820.576172
	Iteration 0F: 3 clusters Score -3303432 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3307297.000000 Penalty: 4820.576172
	Iteration 1F: 3 clusters Score -3307297 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3307611.750000 Penalty: 4820.576172
	Iteration 2F: 3 clusters Score -3307612 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3307860.250000 Penalty: 4820.576172
	Iteration 3Q: 3 clusters Score -3307860 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3308112.750000 Penalty: 4820.576172
	Iteration 4Q: 3 clusters Score -3308113 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3308418.500000 Penalty: 4820.576172
	Iteration 5Q: 3 clusters Score -3308418 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3308794.500000 Penalty: 4820.576172
	Iteration 6Q: 3 clusters Score -3308794 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3309201.000000 Penalty: 4820.576172
	Iteration 7Q: 3 clusters Score -3309201 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3309714.000000 Penalty: 4820.576172
	Iteration 8F: 3 clusters Score -3309714 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3310311.500000 Penalty: 4820.576172
	Iteration 9F: 3 clusters Score -3310312 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3310944.250000 Penalty: 4820.576172
	Iteration 10F: 3 clusters Score -3310944 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3311507.750000 Penalty: 4820.576172
	Iteration 11Q: 3 clusters Score -3311508 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3311944.000000 Penalty: 4820.576172
	Iteration 12Q: 3 clusters Score -3311944 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3312286.000000 Penalty: 4820.576172
	Iteration 13Q: 3 clusters Score -3312286 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3312557.500000 Penalty: 4820.576172
	Iteration 14Q: 3 clusters Score -3312558 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3312701.500000 Penalty: 4820.576172
	Iteration 15Q: 3 clusters Score -3312702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3312783.500000 Penalty: 4820.576172
	Iteration 16Q: 3 clusters Score -3312784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3312848.250000 Penalty: 4820.576172
	Iteration 17Q: 3 clusters Score -3312848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3312882.250000 Penalty: 4820.576172
	Iteration 18Q: 3 clusters Score -3312882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3312909.750000 Penalty: 4820.576172
	Iteration 19Q: 3 clusters Score -3312910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3312925.500000 Penalty: 4820.576172
	Iteration 20F: 3 clusters Score -3312926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3312928.500000 Penalty: 4820.576172
	Iteration 21Q: 3 clusters Score -3312928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3312934.500000 Penalty: 4820.576172
	Iteration 22Q: 3 clusters Score -3312934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3312934.750000 Penalty: 4820.576172
	Iteration 23Q: 3 clusters Score -3312935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3312939.000000 Penalty: 4820.576172
	Iteration 24Q: 3 clusters Score -3312939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3312943.250000 Penalty: 4820.576172
	Iteration 25Q: 3 clusters Score -3312943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3312945.500000 Penalty: 4820.576172
	Iteration 26Q: 3 clusters Score -3312946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3312945.500000 Penalty: 4820.576172
	Iteration 27F: 3 clusters Score -3312946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21251.453125 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -21251.45 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 153 members 
Entering Unmasked Estep 
Score: -20003.449219 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -20003.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20402.830078 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -20402.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20763.603516 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -20763.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21196.416016 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -21196.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21447.207031 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -21447.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21620.662109 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -21620.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21631.212891 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -21631.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21631.212891 Penalty: 2892.613770
	Iteration 7F: 3 clusters Score -21631.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 35814 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31091 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25426 members 
Mstep: Class 14 contains 55216 members 
Mstep: Class 15 contains 27544 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23828 members 
Mstep: Class 19 contains 34123 members 
Mstep: Class 20 contains 31390 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 16618 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32997 members 
Mstep: Class 35 contains 33453 members 
Mstep: Class 36 contains 38437 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44523 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10747 members 
Mstep: Class 45 contains 14020 members 
Mstep: Class 46 contains 6897 members 
Mstep: Class 47 contains 35517 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 132 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4235 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15430 members 
Mstep: Class 57 contains 15700 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32553 members 
Mstep: Class 60 contains 32727 members 
Mstep: Class 61 contains 16237 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15970 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15674 members 
Mstep: Class 67 contains 38245 members 
Mstep: Class 68 contains 640 members 
Mstep: Class 69 contains 209 members 
Entering Unmasked Estep 
Score: -161352752.000000 Penalty: 233403.421875
Splitting cluster 50 changes total score from -161354096.000000 to -161352752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -111558.648438 Penalty: 1613.063477
	Iteration 0F: 2 clusters Score -111558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -109917.546875 Penalty: 3226.126953
	Iteration 0F: 3 clusters Score -109917.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110222.593750 Penalty: 3226.126953
	Iteration 1F: 3 clusters Score -110222.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -110372.023438 Penalty: 3226.126953
	Iteration 2F: 3 clusters Score -110372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110484.476562 Penalty: 3226.126953
	Iteration 3F: 3 clusters Score -110484.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -110568.750000 Penalty: 3226.126953
	Iteration 4Q: 3 clusters Score -110568.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -110618.695312 Penalty: 3226.126953
	Iteration 5Q: 3 clusters Score -110618.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110658.367188 Penalty: 3226.126953
	Iteration 6Q: 3 clusters Score -110658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -110679.562500 Penalty: 3226.126953
	Iteration 7Q: 3 clusters Score -110679.6 nChanged 9
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: -110692.414062 Penalty: 3226.126953
	Iteration 8Q: 3 clusters Score -110692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -110705.601562 Penalty: 3226.126953
	Iteration 9Q: 3 clusters Score -110705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110717.648438 Penalty: 3226.126953
	Iteration 10Q: 3 clusters Score -110717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110723.828125 Penalty: 3226.126953
	Iteration 11Q: 3 clusters Score -110723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -110731.437500 Penalty: 3226.126953
	Iteration 12Q: 3 clusters Score -110731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -110732.195312 Penalty: 3226.126953
	Iteration 13Q: 3 clusters Score -110732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -110732.195312 Penalty: 3226.126953
	Iteration 14F: 3 clusters Score -110732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -115223.460938 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -115223.5 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 330 members 
Entering Unmasked Estep 
Score: -113602.804688 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -113602.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113853.046875 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -113853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113958.625000 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -113958.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -114010.195312 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -114010.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114070.343750 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -114070.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -114137.203125 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -114137.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114197.835938 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -114197.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -114267.718750 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -114267.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -114336.085938 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -114336.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114392.367188 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -114392.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114423.757812 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -114423.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114458.109375 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -114458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114464.320312 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -114464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114472.023438 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -114472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114477.351562 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -114477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114484.007812 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -114484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114484.007812 Penalty: 3191.535156
	Iteration 16F: 3 clusters Score -114484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -834026.125000 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -834026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -829820.187500 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -829820.2 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -830959.625000 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -830959.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -831513.812500 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -831513.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -832056.750000 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -832056.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -832529.937500 Penalty: 4167.395508
	Iteration 4F: 3 clusters Score -832529.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -832937.875000 Penalty: 4167.395508
	Iteration 5F: 3 clusters Score -832937.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -833217.875000 Penalty: 4167.395508
	Iteration 6F: 3 clusters Score -833217.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -833391.500000 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -833391.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -833532.312500 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -833532.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -833625.312500 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -833625.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -833684.812500 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -833684.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -833728.750000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -833728.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -833766.250000 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -833766.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -833796.062500 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -833796.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -833808.937500 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -833808.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -833820.812500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -833820.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -833833.187500 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -833833.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -833841.375000 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -833841.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -833853.062500 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -833853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -833862.312500 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -833862.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -833867.187500 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -833867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -833871.062500 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -833871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -833873.562500 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -833873.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -833877.312500 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -833877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -833881.125000 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -833881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -833883.125000 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -833883.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -833885.250000 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -833885.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -833891.812500 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -833891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -833895.750000 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -833895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -833904.062500 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -833904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -833911.437500 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -833911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -833914.812500 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -833914.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -833918.312500 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -833918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -833923.187500 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -833923.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -833930.875000 Penalty: 4167.395508
	Iteration 34Q: 3 clusters Score -833930.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -833935.750000 Penalty: 4167.395508
	Iteration 35Q: 3 clusters Score -833935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -833939.375000 Penalty: 4167.395508
	Iteration 36Q: 3 clusters Score -833939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -833943.250000 Penalty: 4167.395508
	Iteration 37Q: 3 clusters Score -833943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -833947.312500 Penalty: 4167.395508
	Iteration 38Q: 3 clusters Score -833947.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -833955.437500 Penalty: 4167.395508
	Iteration 39Q: 3 clusters Score -833955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -833960.125000 Penalty: 4167.395508
	Iteration 40F: 3 clusters Score -833960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -833962.500000 Penalty: 4167.395508
	Iteration 41Q: 3 clusters Score -833962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -833964.500000 Penalty: 4167.395508
	Iteration 42Q: 3 clusters Score -833964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -833964.062500 Penalty: 4167.395508
	Iteration 43Q: 3 clusters Score -833964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -833963.375000 Penalty: 4167.395508
	Iteration 44Q: 3 clusters Score -833963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -833963.750000 Penalty: 4167.395508
	Iteration 45Q: 3 clusters Score -833963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -833965.125000 Penalty: 4167.395508
	Iteration 46Q: 3 clusters Score -833965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -833965.125000 Penalty: 4167.395508
	Iteration 47F: 3 clusters Score -833965.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -801276.875000 Penalty: 2071.082520
	Iteration 0F: 2 clusters Score -801276.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -797236.875000 Penalty: 4142.165039
	Iteration 0F: 3 clusters Score -797236.9 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -798166.625000 Penalty: 4142.165039
	Iteration 1F: 3 clusters Score -798166.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -798369.062500 Penalty: 4142.165039
	Iteration 2F: 3 clusters Score -798369.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -798500.125000 Penalty: 4142.165039
	Iteration 3Q: 3 clusters Score -798500.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -798571.250000 Penalty: 4142.165039
	Iteration 4Q: 3 clusters Score -798571.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -798636.375000 Penalty: 4142.165039
	Iteration 5Q: 3 clusters Score -798636.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -798687.562500 Penalty: 4142.165039
	Iteration 6Q: 3 clusters Score -798687.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -798741.437500 Penalty: 4142.165039
	Iteration 7Q: 3 clusters Score -798741.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -798798.500000 Penalty: 4142.165039
	Iteration 8Q: 3 clusters Score -798798.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -798862.875000 Penalty: 4142.165039
	Iteration 9Q: 3 clusters Score -798862.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -798948.750000 Penalty: 4142.165039
	Iteration 10Q: 3 clusters Score -798948.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -799046.062500 Penalty: 4142.165039
	Iteration 11Q: 3 clusters Score -799046.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -799164.062500 Penalty: 4142.165039
	Iteration 12Q: 3 clusters Score -799164.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -799295.562500 Penalty: 4142.165039
	Iteration 13Q: 3 clusters Score -799295.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -799413.562500 Penalty: 4142.165039
	Iteration 14Q: 3 clusters Score -799413.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -799534.625000 Penalty: 4142.165039
	Iteration 15Q: 3 clusters Score -799534.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -799638.312500 Penalty: 4142.165039
	Iteration 16Q: 3 clusters Score -799638.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -799740.125000 Penalty: 4142.165039
	Iteration 17Q: 3 clusters Score -799740.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -799819.937500 Penalty: 4142.165039
	Iteration 18Q: 3 clusters Score -799819.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -799895.125000 Penalty: 4142.165039
	Iteration 19Q: 3 clusters Score -799895.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -799960.500000 Penalty: 4142.165039
	Iteration 20F: 3 clusters Score -799960.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -800012.000000 Penalty: 4142.165039
	Iteration 21Q: 3 clusters Score -800012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -800063.750000 Penalty: 4142.165039
	Iteration 22Q: 3 clusters Score -800063.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -800106.000000 Penalty: 4142.165039
	Iteration 23Q: 3 clusters Score -800106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -800145.250000 Penalty: 4142.165039
	Iteration 24Q: 3 clusters Score -800145.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -800175.687500 Penalty: 4142.165039
	Iteration 25Q: 3 clusters Score -800175.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -800196.812500 Penalty: 4142.165039
	Iteration 26Q: 3 clusters Score -800196.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -800213.687500 Penalty: 4142.165039
	Iteration 27Q: 3 clusters Score -800213.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -800229.125000 Penalty: 4142.165039
	Iteration 28Q: 3 clusters Score -800229.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -800244.062500 Penalty: 4142.165039
	Iteration 29Q: 3 clusters Score -800244.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -800254.437500 Penalty: 4142.165039
	Iteration 30Q: 3 clusters Score -800254.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -800259.625000 Penalty: 4142.165039
	Iteration 31Q: 3 clusters Score -800259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -800264.250000 Penalty: 4142.165039
	Iteration 32Q: 3 clusters Score -800264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -800267.375000 Penalty: 4142.165039
	Iteration 33Q: 3 clusters Score -800267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -800268.562500 Penalty: 4142.165039
	Iteration 34Q: 3 clusters Score -800268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -800270.875000 Penalty: 4142.165039
	Iteration 35Q: 3 clusters Score -800270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -800271.812500 Penalty: 4142.165039
	Iteration 36Q: 3 clusters Score -800271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -800273.375000 Penalty: 4142.165039
	Iteration 37Q: 3 clusters Score -800273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -800275.125000 Penalty: 4142.165039
	Iteration 38Q: 3 clusters Score -800275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -800275.125000 Penalty: 4142.165039
	Iteration 39F: 3 clusters Score -800275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -64517.460938 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -64517.46 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 192 members 
Entering Unmasked Estep 
Score: -63203.863281 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -63203.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63438.769531 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -63438.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63587.246094 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -63587.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63712.804688 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -63712.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63917.093750 Penalty: 2973.004883
	Iteration 4F: 3 clusters Score -63917.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64095.597656 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -64095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64206.445312 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -64206.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64225.003906 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -64225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64248.148438 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -64248.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64266.414062 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -64266.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64266.414062 Penalty: 2973.004883
	Iteration 10F: 3 clusters Score -64266.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (15430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Entering Unmasked Estep 
Score: -3227974.250000 Penalty: 2391.729004
	Iteration 0F: 2 clusters Score -3227974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3217100.000000 Penalty: 4783.458008
	Iteration 0F: 3 clusters Score -3217100 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3220579.250000 Penalty: 4783.458008
	Iteration 1F: 3 clusters Score -3220579 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3220940.500000 Penalty: 4783.458008
	Iteration 2F: 3 clusters Score -3220940 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3221188.750000 Penalty: 4783.458008
	Iteration 3Q: 3 clusters Score -3221189 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3221370.000000 Penalty: 4783.458008
	Iteration 4Q: 3 clusters Score -3221370 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3221533.750000 Penalty: 4783.458008
	Iteration 5Q: 3 clusters Score -3221534 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3221688.250000 Penalty: 4783.458008
	Iteration 6Q: 3 clusters Score -3221688 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3221873.000000 Penalty: 4783.458008
	Iteration 7Q: 3 clusters Score -3221873 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3222119.500000 Penalty: 4783.458008
	Iteration 8Q: 3 clusters Score -3222120 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3222520.500000 Penalty: 4783.458008
	Iteration 9Q: 3 clusters Score -3222520 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3223134.000000 Penalty: 4783.458008
	Iteration 10Q: 3 clusters Score -3223134 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3223785.750000 Penalty: 4783.458008
	Iteration 11F: 3 clusters Score -3223786 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3224243.750000 Penalty: 4783.458008
	Iteration 12Q: 3 clusters Score -3224244 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3224518.000000 Penalty: 4783.458008
	Iteration 13Q: 3 clusters Score -3224518 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3224741.750000 Penalty: 4783.458008
	Iteration 14Q: 3 clusters Score -3224742 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3224948.500000 Penalty: 4783.458008
	Iteration 15Q: 3 clusters Score -3224948 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3225093.000000 Penalty: 4783.458008
	Iteration 16Q: 3 clusters Score -3225093 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3225220.750000 Penalty: 4783.458008
	Iteration 17Q: 3 clusters Score -3225221 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3225325.750000 Penalty: 4783.458008
	Iteration 18Q: 3 clusters Score -3225326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3225383.000000 Penalty: 4783.458008
	Iteration 19Q: 3 clusters Score -3225383 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3225416.750000 Penalty: 4783.458008
	Iteration 20F: 3 clusters Score -3225417 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3225446.750000 Penalty: 4783.458008
	Iteration 21Q: 3 clusters Score -3225447 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3225462.250000 Penalty: 4783.458008
	Iteration 22Q: 3 clusters Score -3225462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3225473.750000 Penalty: 4783.458008
	Iteration 23Q: 3 clusters Score -3225474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3225485.500000 Penalty: 4783.458008
	Iteration 24Q: 3 clusters Score -3225486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3225490.500000 Penalty: 4783.458008
	Iteration 25Q: 3 clusters Score -3225490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3225491.250000 Penalty: 4783.458008
	Iteration 26Q: 3 clusters Score -3225491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3225498.250000 Penalty: 4783.458008
	Iteration 27Q: 3 clusters Score -3225498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3225498.750000 Penalty: 4783.458008
	Iteration 28Q: 3 clusters Score -3225499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3225494.500000 Penalty: 4783.458008
	Iteration 29Q: 3 clusters Score -3225494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3225502.250000 Penalty: 4783.458008
	Iteration 30Q: 3 clusters Score -3225502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3225502.500000 Penalty: 4783.458008
	Iteration 31Q: 3 clusters Score -3225502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3225504.000000 Penalty: 4783.458008
	Iteration 32Q: 3 clusters Score -3225504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3225502.750000 Penalty: 4783.458008
	Iteration 33Q: 3 clusters Score -3225503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3225507.250000 Penalty: 4783.458008
	Iteration 34Q: 3 clusters Score -3225507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3225504.500000 Penalty: 4783.458008
	Iteration 35Q: 3 clusters Score -3225504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3225505.500000 Penalty: 4783.458008
	Iteration 36Q: 3 clusters Score -3225506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3225504.000000 Penalty: 4783.458008
	Iteration 37Q: 3 clusters Score -3225504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3225504.750000 Penalty: 4783.458008
	Iteration 38Q: 3 clusters Score -3225505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3225511.250000 Penalty: 4783.458008
	Iteration 39Q: 3 clusters Score -3225511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3225514.750000 Penalty: 4783.458008
	Iteration 40F: 3 clusters Score -3225515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3225511.000000 Penalty: 4783.458008
	Iteration 41Q: 3 clusters Score -3225511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3225513.500000 Penalty: 4783.458008
	Iteration 42Q: 3 clusters Score -3225514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3225511.750000 Penalty: 4783.458008
	Iteration 43Q: 3 clusters Score -3225512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3225511.250000 Penalty: 4783.458008
	Iteration 44Q: 3 clusters Score -3225511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3225518.500000 Penalty: 4783.458008
	Iteration 45Q: 3 clusters Score -3225518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3225514.750000 Penalty: 4783.458008
	Iteration 46Q: 3 clusters Score -3225515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3225518.000000 Penalty: 4783.458008
	Iteration 47Q: 3 clusters Score -3225518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3225519.250000 Penalty: 4783.458008
	Iteration 48Q: 3 clusters Score -3225519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3225519.250000 Penalty: 4783.458008
	Iteration 49Q: 3 clusters Score -3225519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3225520.250000 Penalty: 4783.458008
	Iteration 50Q: 3 clusters Score -3225520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3225515.250000 Penalty: 4783.458008
	Iteration 51Q: 3 clusters Score -3225515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3225515.750000 Penalty: 4783.458008
	Iteration 52Q: 3 clusters Score -3225516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3225517.250000 Penalty: 4783.458008
	Iteration 53Q: 3 clusters Score -3225517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3225513.500000 Penalty: 4783.458008
	Iteration 54Q: 3 clusters Score -3225514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3225520.750000 Penalty: 4783.458008
	Iteration 55Q: 3 clusters Score -3225521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3225520.500000 Penalty: 4783.458008
	Iteration 56Q: 3 clusters Score -3225520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3225520.500000 Penalty: 4783.458008
	Iteration 57F: 3 clusters Score -3225520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (15700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Entering Unmasked Estep 
Score: -3296860.250000 Penalty: 2396.031250
	Iteration 0F: 2 clusters Score -3296860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3285960.750000 Penalty: 4792.062500
	Iteration 0F: 3 clusters Score -3285961 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3289518.250000 Penalty: 4792.062500
	Iteration 1F: 3 clusters Score -3289518 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3289863.500000 Penalty: 4792.062500
	Iteration 2F: 3 clusters Score -3289864 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3290133.500000 Penalty: 4792.062500
	Iteration 3Q: 3 clusters Score -3290134 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3290383.000000 Penalty: 4792.062500
	Iteration 4Q: 3 clusters Score -3290383 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3290573.500000 Penalty: 4792.062500
	Iteration 5Q: 3 clusters Score -3290574 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3290798.500000 Penalty: 4792.062500
	Iteration 6Q: 3 clusters Score -3290798 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3291047.000000 Penalty: 4792.062500
	Iteration 7Q: 3 clusters Score -3291047 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3291344.000000 Penalty: 4792.062500
	Iteration 8Q: 3 clusters Score -3291344 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3291716.250000 Penalty: 4792.062500
	Iteration 9Q: 3 clusters Score -3291716 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3292140.250000 Penalty: 4792.062500
	Iteration 10Q: 3 clusters Score -3292140 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3292608.500000 Penalty: 4792.062500
	Iteration 11Q: 3 clusters Score -3292608 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3293009.250000 Penalty: 4792.062500
	Iteration 12Q: 3 clusters Score -3293009 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3293489.750000 Penalty: 4792.062500
	Iteration 13Q: 3 clusters Score -3293490 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3293808.250000 Penalty: 4792.062500
	Iteration 14Q: 3 clusters Score -3293808 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3294067.000000 Penalty: 4792.062500
	Iteration 15Q: 3 clusters Score -3294067 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3294242.250000 Penalty: 4792.062500
	Iteration 16Q: 3 clusters Score -3294242 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3294363.250000 Penalty: 4792.062500
	Iteration 17Q: 3 clusters Score -3294363 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3294436.750000 Penalty: 4792.062500
	Iteration 18Q: 3 clusters Score -3294437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3294519.000000 Penalty: 4792.062500
	Iteration 19Q: 3 clusters Score -3294519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3294572.750000 Penalty: 4792.062500
	Iteration 20F: 3 clusters Score -3294573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3294608.250000 Penalty: 4792.062500
	Iteration 21Q: 3 clusters Score -3294608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3294634.000000 Penalty: 4792.062500
	Iteration 22Q: 3 clusters Score -3294634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3294660.000000 Penalty: 4792.062500
	Iteration 23Q: 3 clusters Score -3294660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3294673.250000 Penalty: 4792.062500
	Iteration 24Q: 3 clusters Score -3294673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3294674.750000 Penalty: 4792.062500
	Iteration 25Q: 3 clusters Score -3294675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3294682.250000 Penalty: 4792.062500
	Iteration 26Q: 3 clusters Score -3294682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3294693.250000 Penalty: 4792.062500
	Iteration 27Q: 3 clusters Score -3294693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3294696.000000 Penalty: 4792.062500
	Iteration 28Q: 3 clusters Score -3294696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3294709.250000 Penalty: 4792.062500
	Iteration 29Q: 3 clusters Score -3294709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3294718.500000 Penalty: 4792.062500
	Iteration 30Q: 3 clusters Score -3294718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3294720.250000 Penalty: 4792.062500
	Iteration 31Q: 3 clusters Score -3294720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3294720.000000 Penalty: 4792.062500
	Iteration 32Q: 3 clusters Score -3294720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3294724.500000 Penalty: 4792.062500
	Iteration 33Q: 3 clusters Score -3294724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3294727.250000 Penalty: 4792.062500
	Iteration 34Q: 3 clusters Score -3294727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3294728.500000 Penalty: 4792.062500
	Iteration 35Q: 3 clusters Score -3294728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3294733.000000 Penalty: 4792.062500
	Iteration 36Q: 3 clusters Score -3294733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3294733.000000 Penalty: 4792.062500
	Iteration 37F: 3 clusters Score -3294733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -368398.250000 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -368398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -365813.937500 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -365813.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -366314.906250 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -366314.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -366461.781250 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -366461.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -366552.093750 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -366552.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -366623.375000 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -366623.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -366674.625000 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -366674.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -366723.937500 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -366723.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -366776.500000 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -366776.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -366822.593750 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -366822.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -366864.500000 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -366864.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -366897.500000 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -366897.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -366922.718750 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -366922.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -366945.093750 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -366945.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -366971.500000 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -366971.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -366986.062500 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -366986.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -366997.718750 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -366997.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -367008.312500 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -367008.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -367015.718750 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -367015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -367017.343750 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -367017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -367019.437500 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -367019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -367021.875000 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -367021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -367023.875000 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -367023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -367026.843750 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -367026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -367031.250000 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -367031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -367034.218750 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -367034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -367034.843750 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -367034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -367036.625000 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -367036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -367036.625000 Penalty: 3757.744385
	Iteration 27F: 3 clusters Score -367036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (32553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Entering Unmasked Estep 
Score: -6336009.000000 Penalty: 2576.875000
	Iteration 0F: 2 clusters Score -6336009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -6315011.000000 Penalty: 5153.750000
	Iteration 0F: 3 clusters Score -6315011 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6322820.500000 Penalty: 5153.750000
	Iteration 1F: 3 clusters Score -6322820 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -6323269.500000 Penalty: 5153.750000
	Iteration 2Q: 3 clusters Score -6323270 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -6323689.000000 Penalty: 5153.750000
	Iteration 3Q: 3 clusters Score -6323689 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -6324139.500000 Penalty: 5153.750000
	Iteration 4Q: 3 clusters Score -6324140 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -6324499.500000 Penalty: 5153.750000
	Iteration 5Q: 3 clusters Score -6324500 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -6324789.000000 Penalty: 5153.750000
	Iteration 6Q: 3 clusters Score -6324789 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -6325192.500000 Penalty: 5153.750000
	Iteration 7Q: 3 clusters Score -6325192 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -6325588.500000 Penalty: 5153.750000
	Iteration 8Q: 3 clusters Score -6325588 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -6326126.500000 Penalty: 5153.750000
	Iteration 9Q: 3 clusters Score -6326126 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -6326902.000000 Penalty: 5153.750000
	Iteration 10Q: 3 clusters Score -6326902 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -6327876.000000 Penalty: 5153.750000
	Iteration 11Q: 3 clusters Score -6327876 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -6328889.500000 Penalty: 5153.750000
	Iteration 12Q: 3 clusters Score -6328890 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -6329570.500000 Penalty: 5153.750000
	Iteration 13Q: 3 clusters Score -6329570 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6330080.500000 Penalty: 5153.750000
	Iteration 14Q: 3 clusters Score -6330080 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -6330424.500000 Penalty: 5153.750000
	Iteration 15Q: 3 clusters Score -6330424 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -6330790.000000 Penalty: 5153.750000
	Iteration 16Q: 3 clusters Score -6330790 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -6331218.500000 Penalty: 5153.750000
	Iteration 17Q: 3 clusters Score -6331218 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -6331656.500000 Penalty: 5153.750000
	Iteration 18Q: 3 clusters Score -6331656 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -6332177.000000 Penalty: 5153.750000
	Iteration 19Q: 3 clusters Score -6332177 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -6332723.000000 Penalty: 5153.750000
	Iteration 20F: 3 clusters Score -6332723 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -6333164.000000 Penalty: 5153.750000
	Iteration 21Q: 3 clusters Score -6333164 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -6333454.500000 Penalty: 5153.750000
	Iteration 22Q: 3 clusters Score -6333454 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -6333607.000000 Penalty: 5153.750000
	Iteration 23Q: 3 clusters Score -6333607 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -6333758.500000 Penalty: 5153.750000
	Iteration 24Q: 3 clusters Score -6333758 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -6333882.000000 Penalty: 5153.750000
	Iteration 25Q: 3 clusters Score -6333882 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -6333941.500000 Penalty: 5153.750000
	Iteration 26Q: 3 clusters Score -6333942 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -6333984.500000 Penalty: 5153.750000
	Iteration 27Q: 3 clusters Score -6333984 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -6334030.000000 Penalty: 5153.750000
	Iteration 28Q: 3 clusters Score -6334030 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -6334051.500000 Penalty: 5153.750000
	Iteration 29Q: 3 clusters Score -6334052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -6334048.500000 Penalty: 5153.750000
	Iteration 30Q: 3 clusters Score -6334048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6334066.500000 Penalty: 5153.750000
	Iteration 31Q: 3 clusters Score -6334066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6334076.000000 Penalty: 5153.750000
	Iteration 32Q: 3 clusters Score -6334076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -6334056.000000 Penalty: 5153.750000
	Iteration 33Q: 3 clusters Score -6334056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -6334060.000000 Penalty: 5153.750000
	Iteration 34Q: 3 clusters Score -6334060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6334066.000000 Penalty: 5153.750000
	Iteration 35Q: 3 clusters Score -6334066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6334076.500000 Penalty: 5153.750000
	Iteration 36Q: 3 clusters Score -6334076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6334072.000000 Penalty: 5153.750000
	Iteration 37Q: 3 clusters Score -6334072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -6334075.000000 Penalty: 5153.750000
	Iteration 38Q: 3 clusters Score -6334075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -6334077.000000 Penalty: 5153.750000
	Iteration 39Q: 3 clusters Score -6334077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -6334067.000000 Penalty: 5153.750000
	Iteration 40F: 3 clusters Score -6334067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -6334071.000000 Penalty: 5153.750000
	Iteration 41Q: 3 clusters Score -6334071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6334081.000000 Penalty: 5153.750000
	Iteration 42Q: 3 clusters Score -6334081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6334081.000000 Penalty: 5153.750000
	Iteration 43F: 3 clusters Score -6334081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (32727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Entering Unmasked Estep 
Score: -6380832.500000 Penalty: 2578.197021
	Iteration 0F: 2 clusters Score -6380832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -6360035.500000 Penalty: 5156.394043
	Iteration 0F: 3 clusters Score -6360036 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -6367983.000000 Penalty: 5156.394043
	Iteration 1F: 3 clusters Score -6367983 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -6368522.000000 Penalty: 5156.394043
	Iteration 2F: 3 clusters Score -6368522 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -6369061.500000 Penalty: 5156.394043
	Iteration 3Q: 3 clusters Score -6369062 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -6369600.000000 Penalty: 5156.394043
	Iteration 4Q: 3 clusters Score -6369600 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -6370253.000000 Penalty: 5156.394043
	Iteration 5Q: 3 clusters Score -6370253 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -6371372.000000 Penalty: 5156.394043
	Iteration 6Q: 3 clusters Score -6371372 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -6373184.000000 Penalty: 5156.394043
	Iteration 7F: 3 clusters Score -6373184 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -6375234.500000 Penalty: 5156.394043
	Iteration 8F: 3 clusters Score -6375234 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -6376519.500000 Penalty: 5156.394043
	Iteration 9F: 3 clusters Score -6376520 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -6377327.000000 Penalty: 5156.394043
	Iteration 10Q: 3 clusters Score -6377327 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -6377784.000000 Penalty: 5156.394043
	Iteration 11Q: 3 clusters Score -6377784 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6378179.000000 Penalty: 5156.394043
	Iteration 12Q: 3 clusters Score -6378179 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -6378350.000000 Penalty: 5156.394043
	Iteration 13Q: 3 clusters Score -6378350 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -6378651.000000 Penalty: 5156.394043
	Iteration 14Q: 3 clusters Score -6378651 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -6378823.500000 Penalty: 5156.394043
	Iteration 15Q: 3 clusters Score -6378824 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -6378714.500000 Penalty: 5156.394043
	Iteration 16Q: 3 clusters Score -6378714 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -6378749.000000 Penalty: 5156.394043
	Iteration 17Q: 3 clusters Score -6378749 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -6378838.000000 Penalty: 5156.394043
	Iteration 18Q: 3 clusters Score -6378838 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -6378882.000000 Penalty: 5156.394043
	Iteration 19Q: 3 clusters Score -6378882 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -6378863.000000 Penalty: 5156.394043
	Iteration 20F: 3 clusters Score -6378863 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -6378898.000000 Penalty: 5156.394043
	Iteration 21Q: 3 clusters Score -6378898 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -6379097.500000 Penalty: 5156.394043
	Iteration 22Q: 3 clusters Score -6379098 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -6379132.500000 Penalty: 5156.394043
	Iteration 23Q: 3 clusters Score -6379132 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -6379099.000000 Penalty: 5156.394043
	Iteration 24Q: 3 clusters Score -6379099 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -6379228.500000 Penalty: 5156.394043
	Iteration 25Q: 3 clusters Score -6379228 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -6379244.000000 Penalty: 5156.394043
	Iteration 26Q: 3 clusters Score -6379244 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -6379280.500000 Penalty: 5156.394043
	Iteration 27Q: 3 clusters Score -6379280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6379337.500000 Penalty: 5156.394043
	Iteration 28Q: 3 clusters Score -6379338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -6379348.000000 Penalty: 5156.394043
	Iteration 29Q: 3 clusters Score -6379348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -6379333.500000 Penalty: 5156.394043
	Iteration 30Q: 3 clusters Score -6379334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -6379345.500000 Penalty: 5156.394043
	Iteration 31Q: 3 clusters Score -6379346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -6379336.500000 Penalty: 5156.394043
	Iteration 32Q: 3 clusters Score -6379336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -6379325.000000 Penalty: 5156.394043
	Iteration 33Q: 3 clusters Score -6379325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6379340.000000 Penalty: 5156.394043
	Iteration 34Q: 3 clusters Score -6379340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -6379328.000000 Penalty: 5156.394043
	Iteration 35Q: 3 clusters Score -6379328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -6379351.000000 Penalty: 5156.394043
	Iteration 36Q: 3 clusters Score -6379351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -6379351.000000 Penalty: 5156.394043
	Iteration 37F: 3 clusters Score -6379351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Entering Unmasked Estep 
Score: -3430666.000000 Penalty: 2404.372070
	Iteration 0F: 2 clusters Score -3430666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3420303.500000 Penalty: 4808.744141
	Iteration 0F: 3 clusters Score -3420304 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3423915.000000 Penalty: 4808.744141
	Iteration 1F: 3 clusters Score -3423915 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3424259.750000 Penalty: 4808.744141
	Iteration 2F: 3 clusters Score -3424260 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3424496.000000 Penalty: 4808.744141
	Iteration 3Q: 3 clusters Score -3424496 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3424687.750000 Penalty: 4808.744141
	Iteration 4Q: 3 clusters Score -3424688 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3424817.000000 Penalty: 4808.744141
	Iteration 5Q: 3 clusters Score -3424817 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3424947.500000 Penalty: 4808.744141
	Iteration 6Q: 3 clusters Score -3424948 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3425064.500000 Penalty: 4808.744141
	Iteration 7Q: 3 clusters Score -3425064 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3425180.500000 Penalty: 4808.744141
	Iteration 8Q: 3 clusters Score -3425180 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3425292.500000 Penalty: 4808.744141
	Iteration 9Q: 3 clusters Score -3425292 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3425431.000000 Penalty: 4808.744141
	Iteration 10Q: 3 clusters Score -3425431 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3425599.500000 Penalty: 4808.744141
	Iteration 11Q: 3 clusters Score -3425600 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3425816.500000 Penalty: 4808.744141
	Iteration 12Q: 3 clusters Score -3425816 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3426046.500000 Penalty: 4808.744141
	Iteration 13Q: 3 clusters Score -3426046 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3426326.000000 Penalty: 4808.744141
	Iteration 14Q: 3 clusters Score -3426326 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3426695.000000 Penalty: 4808.744141
	Iteration 15Q: 3 clusters Score -3426695 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3427095.750000 Penalty: 4808.744141
	Iteration 16Q: 3 clusters Score -3427096 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3427478.750000 Penalty: 4808.744141
	Iteration 17Q: 3 clusters Score -3427479 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3427787.750000 Penalty: 4808.744141
	Iteration 18Q: 3 clusters Score -3427788 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3428013.750000 Penalty: 4808.744141
	Iteration 19Q: 3 clusters Score -3428014 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3428168.750000 Penalty: 4808.744141
	Iteration 20F: 3 clusters Score -3428169 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3428258.750000 Penalty: 4808.744141
	Iteration 21Q: 3 clusters Score -3428259 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3428342.750000 Penalty: 4808.744141
	Iteration 22Q: 3 clusters Score -3428343 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3428392.750000 Penalty: 4808.744141
	Iteration 23Q: 3 clusters Score -3428393 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3428416.750000 Penalty: 4808.744141
	Iteration 24Q: 3 clusters Score -3428417 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3428445.500000 Penalty: 4808.744141
	Iteration 25Q: 3 clusters Score -3428446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3428462.750000 Penalty: 4808.744141
	Iteration 26Q: 3 clusters Score -3428463 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3428467.500000 Penalty: 4808.744141
	Iteration 27Q: 3 clusters Score -3428468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3428484.250000 Penalty: 4808.744141
	Iteration 28Q: 3 clusters Score -3428484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3428520.250000 Penalty: 4808.744141
	Iteration 29Q: 3 clusters Score -3428520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3428526.500000 Penalty: 4808.744141
	Iteration 30Q: 3 clusters Score -3428526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3428547.750000 Penalty: 4808.744141
	Iteration 31Q: 3 clusters Score -3428548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3428559.250000 Penalty: 4808.744141
	Iteration 32Q: 3 clusters Score -3428559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3428562.750000 Penalty: 4808.744141
	Iteration 33Q: 3 clusters Score -3428563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3428547.250000 Penalty: 4808.744141
	Iteration 34Q: 3 clusters Score -3428547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3428556.500000 Penalty: 4808.744141
	Iteration 35Q: 3 clusters Score -3428556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3428556.000000 Penalty: 4808.744141
	Iteration 36Q: 3 clusters Score -3428556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3428563.250000 Penalty: 4808.744141
	Iteration 37Q: 3 clusters Score -3428563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3428570.500000 Penalty: 4808.744141
	Iteration 38Q: 3 clusters Score -3428570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3428569.250000 Penalty: 4808.744141
	Iteration 39Q: 3 clusters Score -3428569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3428577.250000 Penalty: 4808.744141
	Iteration 40F: 3 clusters Score -3428577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3428576.750000 Penalty: 4808.744141
	Iteration 41Q: 3 clusters Score -3428577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3428580.000000 Penalty: 4808.744141
	Iteration 42Q: 3 clusters Score -3428580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3428578.750000 Penalty: 4808.744141
	Iteration 43Q: 3 clusters Score -3428579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3428586.000000 Penalty: 4808.744141
	Iteration 44Q: 3 clusters Score -3428586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3428595.250000 Penalty: 4808.744141
	Iteration 45Q: 3 clusters Score -3428595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3428592.250000 Penalty: 4808.744141
	Iteration 46Q: 3 clusters Score -3428592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3428593.000000 Penalty: 4808.744141
	Iteration 47Q: 3 clusters Score -3428593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3428588.500000 Penalty: 4808.744141
	Iteration 48Q: 3 clusters Score -3428588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3428589.250000 Penalty: 4808.744141
	Iteration 49Q: 3 clusters Score -3428589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3428587.500000 Penalty: 4808.744141
	Iteration 50Q: 3 clusters Score -3428588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3428587.500000 Penalty: 4808.744141
	Iteration 51F: 3 clusters Score -3428588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -68482.929688 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -68482.93 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 198 members 
Entering Unmasked Estep 
Score: -67096.070312 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -67096.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67272.937500 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -67272.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67350.773438 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -67350.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67406.500000 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -67406.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67457.648438 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -67457.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67490.460938 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -67490.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67518.484375 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -67518.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67528.039062 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -67528.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67529.304688 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -67529.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67529.304688 Penalty: 2966.781494
	Iteration 9F: 3 clusters Score -67529.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -88242.851562 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -88242.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86730.781250 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -86730.78 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87156.117188 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -87156.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87351.523438 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -87351.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87445.632812 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -87445.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87497.960938 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -87497.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87528.289062 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -87528.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87542.156250 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -87542.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87545.179688 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -87545.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87546.640625 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -87546.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87546.640625 Penalty: 3188.340332
	Iteration 9F: 3 clusters Score -87546.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (15970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Entering Unmasked Estep 
Score: -3361879.000000 Penalty: 2400.259766
	Iteration 0F: 2 clusters Score -3361879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3351186.750000 Penalty: 4800.519531
	Iteration 0F: 3 clusters Score -3351187 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3354902.750000 Penalty: 4800.519531
	Iteration 1F: 3 clusters Score -3354903 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3355235.750000 Penalty: 4800.519531
	Iteration 2F: 3 clusters Score -3355236 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3355492.000000 Penalty: 4800.519531
	Iteration 3Q: 3 clusters Score -3355492 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3355709.750000 Penalty: 4800.519531
	Iteration 4Q: 3 clusters Score -3355710 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3355924.000000 Penalty: 4800.519531
	Iteration 5Q: 3 clusters Score -3355924 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3356151.500000 Penalty: 4800.519531
	Iteration 6Q: 3 clusters Score -3356152 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3356400.000000 Penalty: 4800.519531
	Iteration 7Q: 3 clusters Score -3356400 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3356675.500000 Penalty: 4800.519531
	Iteration 8Q: 3 clusters Score -3356676 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3357009.250000 Penalty: 4800.519531
	Iteration 9Q: 3 clusters Score -3357009 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3357411.750000 Penalty: 4800.519531
	Iteration 10Q: 3 clusters Score -3357412 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3357850.500000 Penalty: 4800.519531
	Iteration 11Q: 3 clusters Score -3357850 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3358279.750000 Penalty: 4800.519531
	Iteration 12Q: 3 clusters Score -3358280 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3358673.500000 Penalty: 4800.519531
	Iteration 13Q: 3 clusters Score -3358674 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3358995.500000 Penalty: 4800.519531
	Iteration 14Q: 3 clusters Score -3358996 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3359236.750000 Penalty: 4800.519531
	Iteration 15Q: 3 clusters Score -3359237 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3359399.500000 Penalty: 4800.519531
	Iteration 16Q: 3 clusters Score -3359400 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3359518.250000 Penalty: 4800.519531
	Iteration 17Q: 3 clusters Score -3359518 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3359598.000000 Penalty: 4800.519531
	Iteration 18Q: 3 clusters Score -3359598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3359654.750000 Penalty: 4800.519531
	Iteration 19Q: 3 clusters Score -3359655 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3359671.000000 Penalty: 4800.519531
	Iteration 20F: 3 clusters Score -3359671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3359703.750000 Penalty: 4800.519531
	Iteration 21Q: 3 clusters Score -3359704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3359735.750000 Penalty: 4800.519531
	Iteration 22Q: 3 clusters Score -3359736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3359758.750000 Penalty: 4800.519531
	Iteration 23Q: 3 clusters Score -3359759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3359776.750000 Penalty: 4800.519531
	Iteration 24Q: 3 clusters Score -3359777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3359800.750000 Penalty: 4800.519531
	Iteration 25Q: 3 clusters Score -3359801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3359813.500000 Penalty: 4800.519531
	Iteration 26Q: 3 clusters Score -3359814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3359824.750000 Penalty: 4800.519531
	Iteration 27Q: 3 clusters Score -3359825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3359832.750000 Penalty: 4800.519531
	Iteration 28Q: 3 clusters Score -3359833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3359839.750000 Penalty: 4800.519531
	Iteration 29Q: 3 clusters Score -3359840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3359841.750000 Penalty: 4800.519531
	Iteration 30Q: 3 clusters Score -3359842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3359845.250000 Penalty: 4800.519531
	Iteration 31Q: 3 clusters Score -3359845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3359843.000000 Penalty: 4800.519531
	Iteration 32Q: 3 clusters Score -3359843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3359844.250000 Penalty: 4800.519531
	Iteration 33Q: 3 clusters Score -3359844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3359847.250000 Penalty: 4800.519531
	Iteration 34Q: 3 clusters Score -3359847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3359850.000000 Penalty: 4800.519531
	Iteration 35Q: 3 clusters Score -3359850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3359850.000000 Penalty: 4800.519531
	Iteration 36F: 3 clusters Score -3359850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -589741.437500 Penalty: 1995.464844
	Iteration 0F: 2 clusters Score -589741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -586404.812500 Penalty: 3990.929688
	Iteration 0F: 3 clusters Score -586404.8 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -587126.187500 Penalty: 3990.929688
	Iteration 1F: 3 clusters Score -587126.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -587323.250000 Penalty: 3990.929688
	Iteration 2F: 3 clusters Score -587323.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -587455.437500 Penalty: 3990.929688
	Iteration 3F: 3 clusters Score -587455.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -587525.750000 Penalty: 3990.929688
	Iteration 4Q: 3 clusters Score -587525.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -587580.812500 Penalty: 3990.929688
	Iteration 5Q: 3 clusters Score -587580.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -587619.625000 Penalty: 3990.929688
	Iteration 6Q: 3 clusters Score -587619.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -587649.250000 Penalty: 3990.929688
	Iteration 7Q: 3 clusters Score -587649.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -587669.812500 Penalty: 3990.929688
	Iteration 8Q: 3 clusters Score -587669.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -587687.812500 Penalty: 3990.929688
	Iteration 9Q: 3 clusters Score -587687.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -587705.125000 Penalty: 3990.929688
	Iteration 10Q: 3 clusters Score -587705.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -587731.812500 Penalty: 3990.929688
	Iteration 11Q: 3 clusters Score -587731.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -587748.687500 Penalty: 3990.929688
	Iteration 12Q: 3 clusters Score -587748.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -587762.937500 Penalty: 3990.929688
	Iteration 13Q: 3 clusters Score -587762.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -587777.875000 Penalty: 3990.929688
	Iteration 14Q: 3 clusters Score -587777.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -587788.125000 Penalty: 3990.929688
	Iteration 15Q: 3 clusters Score -587788.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -587800.500000 Penalty: 3990.929688
	Iteration 16Q: 3 clusters Score -587800.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -587812.500000 Penalty: 3990.929688
	Iteration 17Q: 3 clusters Score -587812.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -587826.812500 Penalty: 3990.929688
	Iteration 18Q: 3 clusters Score -587826.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -587839.062500 Penalty: 3990.929688
	Iteration 19Q: 3 clusters Score -587839.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -587851.375000 Penalty: 3990.929688
	Iteration 20F: 3 clusters Score -587851.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -587859.250000 Penalty: 3990.929688
	Iteration 21Q: 3 clusters Score -587859.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -587866.312500 Penalty: 3990.929688
	Iteration 22Q: 3 clusters Score -587866.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -587873.937500 Penalty: 3990.929688
	Iteration 23Q: 3 clusters Score -587873.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -587881.500000 Penalty: 3990.929688
	Iteration 24Q: 3 clusters Score -587881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -587887.062500 Penalty: 3990.929688
	Iteration 25Q: 3 clusters Score -587887.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -587895.062500 Penalty: 3990.929688
	Iteration 26Q: 3 clusters Score -587895.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -587905.437500 Penalty: 3990.929688
	Iteration 27Q: 3 clusters Score -587905.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -587910.062500 Penalty: 3990.929688
	Iteration 28Q: 3 clusters Score -587910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -587918.125000 Penalty: 3990.929688
	Iteration 29Q: 3 clusters Score -587918.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -587920.750000 Penalty: 3990.929688
	Iteration 30Q: 3 clusters Score -587920.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -587926.312500 Penalty: 3990.929688
	Iteration 31Q: 3 clusters Score -587926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -587928.187500 Penalty: 3990.929688
	Iteration 32Q: 3 clusters Score -587928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -587929.250000 Penalty: 3990.929688
	Iteration 33Q: 3 clusters Score -587929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -587930.562500 Penalty: 3990.929688
	Iteration 34Q: 3 clusters Score -587930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -587932.062500 Penalty: 3990.929688
	Iteration 35Q: 3 clusters Score -587932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -587932.812500 Penalty: 3990.929688
	Iteration 36Q: 3 clusters Score -587932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -587933.125000 Penalty: 3990.929688
	Iteration 37Q: 3 clusters Score -587933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -587933.125000 Penalty: 3990.929688
	Iteration 38F: 3 clusters Score -587933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (15674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Entering Unmasked Estep 
Score: -3316221.750000 Penalty: 2395.620117
	Iteration 0F: 2 clusters Score -3316222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3306104.250000 Penalty: 4791.240234
	Iteration 0F: 3 clusters Score -3306104 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3309859.500000 Penalty: 4791.240234
	Iteration 1F: 3 clusters Score -3309860 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3310285.500000 Penalty: 4791.240234
	Iteration 2F: 3 clusters Score -3310286 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3310628.750000 Penalty: 4791.240234
	Iteration 3F: 3 clusters Score -3310629 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3310940.750000 Penalty: 4791.240234
	Iteration 4Q: 3 clusters Score -3310941 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3311250.000000 Penalty: 4791.240234
	Iteration 5Q: 3 clusters Score -3311250 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3311604.250000 Penalty: 4791.240234
	Iteration 6Q: 3 clusters Score -3311604 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3312020.750000 Penalty: 4791.240234
	Iteration 7Q: 3 clusters Score -3312021 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3312472.750000 Penalty: 4791.240234
	Iteration 8Q: 3 clusters Score -3312473 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3312972.250000 Penalty: 4791.240234
	Iteration 9Q: 3 clusters Score -3312972 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3313412.750000 Penalty: 4791.240234
	Iteration 10Q: 3 clusters Score -3313413 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3313783.750000 Penalty: 4791.240234
	Iteration 11Q: 3 clusters Score -3313784 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3313988.000000 Penalty: 4791.240234
	Iteration 12Q: 3 clusters Score -3313988 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3314107.750000 Penalty: 4791.240234
	Iteration 13Q: 3 clusters Score -3314108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3314167.000000 Penalty: 4791.240234
	Iteration 14Q: 3 clusters Score -3314167 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3314217.000000 Penalty: 4791.240234
	Iteration 15Q: 3 clusters Score -3314217 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3314245.250000 Penalty: 4791.240234
	Iteration 16Q: 3 clusters Score -3314245 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3314258.000000 Penalty: 4791.240234
	Iteration 17Q: 3 clusters Score -3314258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3314292.750000 Penalty: 4791.240234
	Iteration 18Q: 3 clusters Score -3314293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3314297.000000 Penalty: 4791.240234
	Iteration 19Q: 3 clusters Score -3314297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3314312.250000 Penalty: 4791.240234
	Iteration 20F: 3 clusters Score -3314312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3314328.250000 Penalty: 4791.240234
	Iteration 21Q: 3 clusters Score -3314328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3314350.250000 Penalty: 4791.240234
	Iteration 22Q: 3 clusters Score -3314350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3314365.250000 Penalty: 4791.240234
	Iteration 23Q: 3 clusters Score -3314365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3314394.750000 Penalty: 4791.240234
	Iteration 24Q: 3 clusters Score -3314395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3314411.500000 Penalty: 4791.240234
	Iteration 25Q: 3 clusters Score -3314412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3314431.000000 Penalty: 4791.240234
	Iteration 26Q: 3 clusters Score -3314431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3314444.000000 Penalty: 4791.240234
	Iteration 27Q: 3 clusters Score -3314444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3314452.500000 Penalty: 4791.240234
	Iteration 28Q: 3 clusters Score -3314452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3314474.500000 Penalty: 4791.240234
	Iteration 29Q: 3 clusters Score -3314474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3314497.250000 Penalty: 4791.240234
	Iteration 30Q: 3 clusters Score -3314497 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3314506.000000 Penalty: 4791.240234
	Iteration 31Q: 3 clusters Score -3314506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3314534.000000 Penalty: 4791.240234
	Iteration 32Q: 3 clusters Score -3314534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3314539.750000 Penalty: 4791.240234
	Iteration 33Q: 3 clusters Score -3314540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3314556.750000 Penalty: 4791.240234
	Iteration 34Q: 3 clusters Score -3314557 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3314549.500000 Penalty: 4791.240234
	Iteration 35Q: 3 clusters Score -3314550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3314555.750000 Penalty: 4791.240234
	Iteration 36Q: 3 clusters Score -3314556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3314552.500000 Penalty: 4791.240234
	Iteration 37Q: 3 clusters Score -3314552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3314565.500000 Penalty: 4791.240234
	Iteration 38Q: 3 clusters Score -3314566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3314556.000000 Penalty: 4791.240234
	Iteration 39Q: 3 clusters Score -3314556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3314566.500000 Penalty: 4791.240234
	Iteration 40F: 3 clusters Score -3314566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3314561.750000 Penalty: 4791.240234
	Iteration 41Q: 3 clusters Score -3314562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3314559.500000 Penalty: 4791.240234
	Iteration 42Q: 3 clusters Score -3314560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3314561.250000 Penalty: 4791.240234
	Iteration 43Q: 3 clusters Score -3314561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3314561.750000 Penalty: 4791.240234
	Iteration 44Q: 3 clusters Score -3314562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3314530.000000 Penalty: 4791.240234
	Iteration 45Q: 3 clusters Score -3314530 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3314501.500000 Penalty: 4791.240234
	Iteration 46Q: 3 clusters Score -3314502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3314493.000000 Penalty: 4791.240234
	Iteration 47Q: 3 clusters Score -3314493 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3314476.250000 Penalty: 4791.240234
	Iteration 48Q: 3 clusters Score -3314476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3314464.500000 Penalty: 4791.240234
	Iteration 49Q: 3 clusters Score -3314464 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3314457.500000 Penalty: 4791.240234
	Iteration 50Q: 3 clusters Score -3314458 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3314435.250000 Penalty: 4791.240234
	Iteration 51Q: 3 clusters Score -3314435 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3314429.250000 Penalty: 4791.240234
	Iteration 52Q: 3 clusters Score -3314429 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3314413.750000 Penalty: 4791.240234
	Iteration 53Q: 3 clusters Score -3314414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3314413.500000 Penalty: 4791.240234
	Iteration 54Q: 3 clusters Score -3314414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3314394.250000 Penalty: 4791.240234
	Iteration 55Q: 3 clusters Score -3314394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3314386.500000 Penalty: 4791.240234
	Iteration 56Q: 3 clusters Score -3314386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3314373.750000 Penalty: 4791.240234
	Iteration 57Q: 3 clusters Score -3314374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3314360.000000 Penalty: 4791.240234
	Iteration 58Q: 3 clusters Score -3314360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3314350.000000 Penalty: 4791.240234
	Iteration 59Q: 3 clusters Score -3314350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3314354.000000 Penalty: 4791.240234
	Iteration 60F: 3 clusters Score -3314354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3314349.000000 Penalty: 4791.240234
	Iteration 61Q: 3 clusters Score -3314349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3314343.750000 Penalty: 4791.240234
	Iteration 62Q: 3 clusters Score -3314344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3314342.000000 Penalty: 4791.240234
	Iteration 63Q: 3 clusters Score -3314342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3314339.500000 Penalty: 4791.240234
	Iteration 64Q: 3 clusters Score -3314340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3314340.750000 Penalty: 4791.240234
	Iteration 65Q: 3 clusters Score -3314341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3314331.750000 Penalty: 4791.240234
	Iteration 66Q: 3 clusters Score -3314332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3314329.500000 Penalty: 4791.240234
	Iteration 67Q: 3 clusters Score -3314330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3314340.000000 Penalty: 4791.240234
	Iteration 68Q: 3 clusters Score -3314340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3314336.000000 Penalty: 4791.240234
	Iteration 69Q: 3 clusters Score -3314336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3314340.750000 Penalty: 4791.240234
	Iteration 70Q: 3 clusters Score -3314341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3314339.500000 Penalty: 4791.240234
	Iteration 71Q: 3 clusters Score -3314340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3314353.250000 Penalty: 4791.240234
	Iteration 72Q: 3 clusters Score -3314353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3314350.750000 Penalty: 4791.240234
	Iteration 73Q: 3 clusters Score -3314351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3314349.000000 Penalty: 4791.240234
	Iteration 74Q: 3 clusters Score -3314349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3314350.750000 Penalty: 4791.240234
	Iteration 75Q: 3 clusters Score -3314351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3314351.250000 Penalty: 4791.240234
	Iteration 76Q: 3 clusters Score -3314351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3314345.500000 Penalty: 4791.240234
	Iteration 77Q: 3 clusters Score -3314346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3314344.250000 Penalty: 4791.240234
	Iteration 78Q: 3 clusters Score -3314344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3314343.500000 Penalty: 4791.240234
	Iteration 79Q: 3 clusters Score -3314344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3314340.750000 Penalty: 4791.240234
	Iteration 80F: 3 clusters Score -3314341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3314344.250000 Penalty: 4791.240234
	Iteration 81Q: 3 clusters Score -3314344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3314342.500000 Penalty: 4791.240234
	Iteration 82Q: 3 clusters Score -3314342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3314340.000000 Penalty: 4791.240234
	Iteration 83Q: 3 clusters Score -3314340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3314337.000000 Penalty: 4791.240234
	Iteration 84Q: 3 clusters Score -3314337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3314336.500000 Penalty: 4791.240234
	Iteration 85Q: 3 clusters Score -3314336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3314339.750000 Penalty: 4791.240234
	Iteration 86Q: 3 clusters Score -3314340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3314338.250000 Penalty: 4791.240234
	Iteration 87Q: 3 clusters Score -3314338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3314337.000000 Penalty: 4791.240234
	Iteration 88Q: 3 clusters Score -3314337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3314336.750000 Penalty: 4791.240234
	Iteration 89Q: 3 clusters Score -3314337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3314341.750000 Penalty: 4791.240234
	Iteration 90Q: 3 clusters Score -3314342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3314341.750000 Penalty: 4791.240234
	Iteration 91Q: 3 clusters Score -3314342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3314338.250000 Penalty: 4791.240234
	Iteration 92Q: 3 clusters Score -3314338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3314339.750000 Penalty: 4791.240234
	Iteration 93Q: 3 clusters Score -3314340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3314346.500000 Penalty: 4791.240234
	Iteration 94Q: 3 clusters Score -3314346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3314347.750000 Penalty: 4791.240234
	Iteration 95Q: 3 clusters Score -3314348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3314347.750000 Penalty: 4791.240234
	Iteration 96Q: 3 clusters Score -3314348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3314350.500000 Penalty: 4791.240234
	Iteration 97Q: 3 clusters Score -3314350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3314352.500000 Penalty: 4791.240234
	Iteration 98Q: 3 clusters Score -3314352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3314347.250000 Penalty: 4791.240234
	Iteration 99Q: 3 clusters Score -3314347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3314347.750000 Penalty: 4791.240234
	Iteration 100F: 3 clusters Score -3314348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (38245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Entering Unmasked Estep 
Score: -7445763.000000 Penalty: 2616.838623
	Iteration 0F: 2 clusters Score -7445763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -7423013.500000 Penalty: 5233.677246
	Iteration 0F: 3 clusters Score -7423014 nChanged 17434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -7432334.500000 Penalty: 5233.677246
	Iteration 1F: 3 clusters Score -7432334 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -7432969.000000 Penalty: 5233.677246
	Iteration 2F: 3 clusters Score -7432969 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -7433749.000000 Penalty: 5233.677246
	Iteration 3F: 3 clusters Score -7433749 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -7434678.500000 Penalty: 5233.677246
	Iteration 4F: 3 clusters Score -7434678 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -7435829.000000 Penalty: 5233.677246
	Iteration 5F: 3 clusters Score -7435829 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -7437669.000000 Penalty: 5233.677246
	Iteration 6F: 3 clusters Score -7437669 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -7439673.000000 Penalty: 5233.677246
	Iteration 7F: 3 clusters Score -7439673 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -7441385.000000 Penalty: 5233.677246
	Iteration 8F: 3 clusters Score -7441385 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -7442312.500000 Penalty: 5233.677246
	Iteration 9Q: 3 clusters Score -7442312 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7442945.000000 Penalty: 5233.677246
	Iteration 10Q: 3 clusters Score -7442945 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7443222.500000 Penalty: 5233.677246
	Iteration 11Q: 3 clusters Score -7443222 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7443406.500000 Penalty: 5233.677246
	Iteration 12Q: 3 clusters Score -7443406 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7443549.500000 Penalty: 5233.677246
	Iteration 13Q: 3 clusters Score -7443550 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7443658.000000 Penalty: 5233.677246
	Iteration 14Q: 3 clusters Score -7443658 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -7443709.000000 Penalty: 5233.677246
	Iteration 15Q: 3 clusters Score -7443709 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -7443797.000000 Penalty: 5233.677246
	Iteration 16Q: 3 clusters Score -7443797 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -7443854.000000 Penalty: 5233.677246
	Iteration 17Q: 3 clusters Score -7443854 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -7443878.000000 Penalty: 5233.677246
	Iteration 18Q: 3 clusters Score -7443878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7443901.500000 Penalty: 5233.677246
	Iteration 19Q: 3 clusters Score -7443902 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7443910.000000 Penalty: 5233.677246
	Iteration 20F: 3 clusters Score -7443910 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7443951.000000 Penalty: 5233.677246
	Iteration 21Q: 3 clusters Score -7443951 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7443947.500000 Penalty: 5233.677246
	Iteration 22Q: 3 clusters Score -7443948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -7443984.000000 Penalty: 5233.677246
	Iteration 23Q: 3 clusters Score -7443984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -7443962.000000 Penalty: 5233.677246
	Iteration 24Q: 3 clusters Score -7443962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7444009.500000 Penalty: 5233.677246
	Iteration 25Q: 3 clusters Score -7444010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7444052.000000 Penalty: 5233.677246
	Iteration 26Q: 3 clusters Score -7444052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -7444066.500000 Penalty: 5233.677246
	Iteration 27Q: 3 clusters Score -7444066 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7444087.500000 Penalty: 5233.677246
	Iteration 28Q: 3 clusters Score -7444088 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7444102.000000 Penalty: 5233.677246
	Iteration 29Q: 3 clusters Score -7444102 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7444100.500000 Penalty: 5233.677246
	Iteration 30Q: 3 clusters Score -7444100 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -7444081.500000 Penalty: 5233.677246
	Iteration 31Q: 3 clusters Score -7444082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -7444114.000000 Penalty: 5233.677246
	Iteration 32Q: 3 clusters Score -7444114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7444102.000000 Penalty: 5233.677246
	Iteration 33Q: 3 clusters Score -7444102 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7444093.500000 Penalty: 5233.677246
	Iteration 34Q: 3 clusters Score -7444094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7444096.500000 Penalty: 5233.677246
	Iteration 35Q: 3 clusters Score -7444096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7444091.500000 Penalty: 5233.677246
	Iteration 36Q: 3 clusters Score -7444092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -7444137.000000 Penalty: 5233.677246
	Iteration 37Q: 3 clusters Score -7444137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -7444119.000000 Penalty: 5233.677246
	Iteration 38Q: 3 clusters Score -7444119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7444129.000000 Penalty: 5233.677246
	Iteration 39Q: 3 clusters Score -7444129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7444129.000000 Penalty: 5233.677246
	Iteration 40F: 3 clusters Score -7444129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7444125.000000 Penalty: 5233.677246
	Iteration 41Q: 3 clusters Score -7444125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7444114.500000 Penalty: 5233.677246
	Iteration 42Q: 3 clusters Score -7444114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7444119.000000 Penalty: 5233.677246
	Iteration 43Q: 3 clusters Score -7444119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7444115.000000 Penalty: 5233.677246
	Iteration 44Q: 3 clusters Score -7444115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7444126.500000 Penalty: 5233.677246
	Iteration 45Q: 3 clusters Score -7444126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7444136.000000 Penalty: 5233.677246
	Iteration 46Q: 3 clusters Score -7444136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7444117.000000 Penalty: 5233.677246
	Iteration 47Q: 3 clusters Score -7444117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7444115.000000 Penalty: 5233.677246
	Iteration 48Q: 3 clusters Score -7444115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7444129.500000 Penalty: 5233.677246
	Iteration 49Q: 3 clusters Score -7444130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7444128.000000 Penalty: 5233.677246
	Iteration 50Q: 3 clusters Score -7444128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7444126.000000 Penalty: 5233.677246
	Iteration 51Q: 3 clusters Score -7444126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7444139.000000 Penalty: 5233.677246
	Iteration 52Q: 3 clusters Score -7444139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7444124.500000 Penalty: 5233.677246
	Iteration 53Q: 3 clusters Score -7444124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7444124.500000 Penalty: 5233.677246
	Iteration 54Q: 3 clusters Score -7444124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7444131.500000 Penalty: 5233.677246
	Iteration 55Q: 3 clusters Score -7444132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7444130.000000 Penalty: 5233.677246
	Iteration 56Q: 3 clusters Score -7444130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7444130.500000 Penalty: 5233.677246
	Iteration 57Q: 3 clusters Score -7444130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7444133.000000 Penalty: 5233.677246
	Iteration 58Q: 3 clusters Score -7444133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7444134.500000 Penalty: 5233.677246
	Iteration 59Q: 3 clusters Score -7444134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7444134.500000 Penalty: 5233.677246
	Iteration 60F: 3 clusters Score -7444134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -108277.687500 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -108277.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -106680.796875 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -106680.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106913.968750 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -106914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107033.851562 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -107033.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107097.015625 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -107097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107121.390625 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -107121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107156.359375 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -107156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -107192.218750 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -107192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -107231.429688 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -107231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107257.007812 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -107257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107272.398438 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -107272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -107294.882812 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -107294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -107306.328125 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -107306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -107313.867188 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -107313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -107319.625000 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -107319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -107328.523438 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -107328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -107335.000000 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -107335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107335.500000 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -107335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107335.500000 Penalty: 3204.888184
	Iteration 17F: 3 clusters Score -107335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 35814 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31091 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25426 members 
Mstep: Class 14 contains 55216 members 
Mstep: Class 15 contains 27544 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23828 members 
Mstep: Class 19 contains 34123 members 
Mstep: Class 20 contains 31390 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12578 members 
Mstep: Class 32 contains 16618 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32997 members 
Mstep: Class 35 contains 33453 members 
Mstep: Class 36 contains 38437 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44523 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10747 members 
Mstep: Class 45 contains 14020 members 
Mstep: Class 46 contains 6897 members 
Mstep: Class 47 contains 35517 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4235 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15430 members 
Mstep: Class 57 contains 15700 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32553 members 
Mstep: Class 60 contains 32727 members 
Mstep: Class 61 contains 16237 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15970 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15674 members 
Mstep: Class 67 contains 38245 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354448.000000 Penalty: 230020.765625
Iteration 479Q: 69 clusters Score -1.613544e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 35802 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31081 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25420 members 
Mstep: Class 14 contains 55218 members 
Mstep: Class 15 contains 27549 members 
Mstep: Class 16 contains 17973 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23817 members 
Mstep: Class 19 contains 34141 members 
Mstep: Class 20 contains 31399 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6078 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12584 members 
Mstep: Class 32 contains 16617 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32927 members 
Mstep: Class 35 contains 33499 members 
Mstep: Class 36 contains 38397 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44532 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10749 members 
Mstep: Class 45 contains 14015 members 
Mstep: Class 46 contains 6900 members 
Mstep: Class 47 contains 35697 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4456 members 
Mstep: Class 54 contains 4233 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15428 members 
Mstep: Class 57 contains 15694 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32530 members 
Mstep: Class 60 contains 32644 members 
Mstep: Class 61 contains 16243 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15972 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15662 members 
Mstep: Class 67 contains 38231 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354464.000000 Penalty: 230020.765625
Iteration 480F: 69 clusters Score -1.613545e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 35811 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 31074 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25420 members 
Mstep: Class 14 contains 55224 members 
Mstep: Class 15 contains 27545 members 
Mstep: Class 16 contains 17977 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23799 members 
Mstep: Class 19 contains 34132 members 
Mstep: Class 20 contains 31396 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15418 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6064 members 
Mstep: Class 28 contains 28300 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 16609 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 32912 members 
Mstep: Class 35 contains 33530 members 
Mstep: Class 36 contains 38344 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44540 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10754 members 
Mstep: Class 45 contains 14016 members 
Mstep: Class 46 contains 6902 members 
Mstep: Class 47 contains 35920 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16623 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4234 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15424 members 
Mstep: Class 57 contains 15692 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32477 members 
Mstep: Class 60 contains 32538 members 
Mstep: Class 61 contains 16247 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15979 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15657 members 
Mstep: Class 67 contains 38235 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354128.000000 Penalty: 230020.765625
Iteration 481Q: 69 clusters Score -1.613541e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 35800 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4907 members 
Mstep: Class 10 contains 31070 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25415 members 
Mstep: Class 14 contains 55220 members 
Mstep: Class 15 contains 27547 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23788 members 
Mstep: Class 19 contains 34189 members 
Mstep: Class 20 contains 31397 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15414 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6057 members 
Mstep: Class 28 contains 28298 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12594 members 
Mstep: Class 32 contains 16605 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 32879 members 
Mstep: Class 35 contains 33576 members 
Mstep: Class 36 contains 38339 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44542 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10757 members 
Mstep: Class 45 contains 14019 members 
Mstep: Class 46 contains 6902 members 
Mstep: Class 47 contains 36095 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16616 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4450 members 
Mstep: Class 54 contains 4236 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15417 members 
Mstep: Class 57 contains 15695 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32458 members 
Mstep: Class 60 contains 32465 members 
Mstep: Class 61 contains 16255 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15982 members 
Mstep: Class 65 contains 3122 members 
Mstep: Class 66 contains 15638 members 
Mstep: Class 67 contains 38133 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354352.000000 Penalty: 230020.765625
Iteration 482Q: 69 clusters Score -1.613544e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 35792 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31064 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25407 members 
Mstep: Class 14 contains 55218 members 
Mstep: Class 15 contains 27548 members 
Mstep: Class 16 contains 17990 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23786 members 
Mstep: Class 19 contains 34227 members 
Mstep: Class 20 contains 31398 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6033 members 
Mstep: Class 28 contains 28303 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 16603 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 32844 members 
Mstep: Class 35 contains 33619 members 
Mstep: Class 36 contains 38335 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44539 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10762 members 
Mstep: Class 45 contains 14012 members 
Mstep: Class 46 contains 6904 members 
Mstep: Class 47 contains 36284 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16621 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4239 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15411 members 
Mstep: Class 57 contains 15695 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32449 members 
Mstep: Class 60 contains 32417 members 
Mstep: Class 61 contains 16268 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15983 members 
Mstep: Class 65 contains 3118 members 
Mstep: Class 66 contains 15621 members 
Mstep: Class 67 contains 37998 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354352.000000 Penalty: 230020.765625
Iteration 483Q: 69 clusters Score -1.613544e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 35779 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31056 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25401 members 
Mstep: Class 14 contains 55210 members 
Mstep: Class 15 contains 27551 members 
Mstep: Class 16 contains 17991 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23780 members 
Mstep: Class 19 contains 34253 members 
Mstep: Class 20 contains 31395 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15421 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 28314 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12591 members 
Mstep: Class 32 contains 16607 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32816 members 
Mstep: Class 35 contains 33674 members 
Mstep: Class 36 contains 38324 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44552 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10760 members 
Mstep: Class 45 contains 14013 members 
Mstep: Class 46 contains 6908 members 
Mstep: Class 47 contains 36481 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16614 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4242 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15403 members 
Mstep: Class 57 contains 15693 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32425 members 
Mstep: Class 60 contains 32361 members 
Mstep: Class 61 contains 16272 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15980 members 
Mstep: Class 65 contains 3117 members 
Mstep: Class 66 contains 15623 members 
Mstep: Class 67 contains 37891 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354608.000000 Penalty: 230020.765625
Iteration 484Q: 69 clusters Score -1.613546e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 35741 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 31049 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25392 members 
Mstep: Class 14 contains 55194 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 17991 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23789 members 
Mstep: Class 19 contains 34324 members 
Mstep: Class 20 contains 31395 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15418 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 28314 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12589 members 
Mstep: Class 32 contains 16605 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32794 members 
Mstep: Class 35 contains 33710 members 
Mstep: Class 36 contains 38335 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44551 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10756 members 
Mstep: Class 45 contains 14014 members 
Mstep: Class 46 contains 6912 members 
Mstep: Class 47 contains 36592 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16609 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4248 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15392 members 
Mstep: Class 57 contains 15695 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32406 members 
Mstep: Class 60 contains 32375 members 
Mstep: Class 61 contains 16269 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15985 members 
Mstep: Class 65 contains 3119 members 
Mstep: Class 66 contains 15625 members 
Mstep: Class 67 contains 37776 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354720.000000 Penalty: 230020.765625
Iteration 485Q: 69 clusters Score -1.613547e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 35712 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 31041 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25381 members 
Mstep: Class 14 contains 55183 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 17999 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23796 members 
Mstep: Class 19 contains 34362 members 
Mstep: Class 20 contains 31392 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15413 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5966 members 
Mstep: Class 28 contains 28312 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 16603 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32778 members 
Mstep: Class 35 contains 33762 members 
Mstep: Class 36 contains 38345 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44554 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10758 members 
Mstep: Class 45 contains 14015 members 
Mstep: Class 46 contains 6913 members 
Mstep: Class 47 contains 36677 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16610 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4252 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15388 members 
Mstep: Class 57 contains 15694 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32373 members 
Mstep: Class 60 contains 32397 members 
Mstep: Class 61 contains 16273 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15986 members 
Mstep: Class 65 contains 3119 members 
Mstep: Class 66 contains 15617 members 
Mstep: Class 67 contains 37687 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354592.000000 Penalty: 230020.765625
Iteration 486Q: 69 clusters Score -1.613546e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 35663 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 31025 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25375 members 
Mstep: Class 14 contains 55179 members 
Mstep: Class 15 contains 27559 members 
Mstep: Class 16 contains 18004 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23802 members 
Mstep: Class 19 contains 34392 members 
Mstep: Class 20 contains 31394 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15403 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5945 members 
Mstep: Class 28 contains 28312 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12595 members 
Mstep: Class 32 contains 16595 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32757 members 
Mstep: Class 35 contains 33786 members 
Mstep: Class 36 contains 38376 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44555 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10759 members 
Mstep: Class 45 contains 14016 members 
Mstep: Class 46 contains 6913 members 
Mstep: Class 47 contains 36747 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16620 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4254 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15385 members 
Mstep: Class 57 contains 15698 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32361 members 
Mstep: Class 60 contains 32430 members 
Mstep: Class 61 contains 16280 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15983 members 
Mstep: Class 65 contains 3118 members 
Mstep: Class 66 contains 15611 members 
Mstep: Class 67 contains 37624 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354896.000000 Penalty: 230020.765625
Iteration 487Q: 69 clusters Score -1.613549e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 35617 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 31013 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25363 members 
Mstep: Class 14 contains 55168 members 
Mstep: Class 15 contains 27561 members 
Mstep: Class 16 contains 17995 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23806 members 
Mstep: Class 19 contains 34398 members 
Mstep: Class 20 contains 31393 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15406 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 28317 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12602 members 
Mstep: Class 32 contains 16598 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32728 members 
Mstep: Class 35 contains 33830 members 
Mstep: Class 36 contains 38392 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44555 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10758 members 
Mstep: Class 45 contains 14016 members 
Mstep: Class 46 contains 6913 members 
Mstep: Class 47 contains 36797 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16625 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4257 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15381 members 
Mstep: Class 57 contains 15705 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32361 members 
Mstep: Class 60 contains 32440 members 
Mstep: Class 61 contains 16286 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15983 members 
Mstep: Class 65 contains 3118 members 
Mstep: Class 66 contains 15605 members 
Mstep: Class 67 contains 37599 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354592.000000 Penalty: 230020.765625
Iteration 488Q: 69 clusters Score -1.613546e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 35602 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 31006 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25359 members 
Mstep: Class 14 contains 55163 members 
Mstep: Class 15 contains 27573 members 
Mstep: Class 16 contains 17988 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23793 members 
Mstep: Class 19 contains 34415 members 
Mstep: Class 20 contains 31385 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15401 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 28317 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12604 members 
Mstep: Class 32 contains 16604 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32715 members 
Mstep: Class 35 contains 33895 members 
Mstep: Class 36 contains 38371 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44552 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10759 members 
Mstep: Class 45 contains 14017 members 
Mstep: Class 46 contains 6913 members 
Mstep: Class 47 contains 36853 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16624 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4452 members 
Mstep: Class 54 contains 4259 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15369 members 
Mstep: Class 57 contains 15716 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32358 members 
Mstep: Class 60 contains 32455 members 
Mstep: Class 61 contains 16288 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15982 members 
Mstep: Class 65 contains 3117 members 
Mstep: Class 66 contains 15602 members 
Mstep: Class 67 contains 37551 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354480.000000 Penalty: 230020.765625
Iteration 489Q: 69 clusters Score -1.613545e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 35582 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4902 members 
Mstep: Class 10 contains 31005 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25343 members 
Mstep: Class 14 contains 55154 members 
Mstep: Class 15 contains 27584 members 
Mstep: Class 16 contains 17978 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23785 members 
Mstep: Class 19 contains 34405 members 
Mstep: Class 20 contains 31383 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15406 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5895 members 
Mstep: Class 28 contains 28318 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12609 members 
Mstep: Class 32 contains 16606 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32704 members 
Mstep: Class 35 contains 33954 members 
Mstep: Class 36 contains 38329 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44553 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10760 members 
Mstep: Class 45 contains 14018 members 
Mstep: Class 46 contains 6911 members 
Mstep: Class 47 contains 36914 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16634 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4263 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15364 members 
Mstep: Class 57 contains 15729 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32364 members 
Mstep: Class 60 contains 32468 members 
Mstep: Class 61 contains 16288 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15988 members 
Mstep: Class 65 contains 3116 members 
Mstep: Class 66 contains 15598 members 
Mstep: Class 67 contains 37509 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354784.000000 Penalty: 230020.765625
Iteration 490Q: 69 clusters Score -1.613548e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 35591 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4899 members 
Mstep: Class 10 contains 30996 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25328 members 
Mstep: Class 14 contains 55152 members 
Mstep: Class 15 contains 27589 members 
Mstep: Class 16 contains 17965 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23779 members 
Mstep: Class 19 contains 34399 members 
Mstep: Class 20 contains 31368 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15410 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5883 members 
Mstep: Class 28 contains 28317 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12610 members 
Mstep: Class 32 contains 16606 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32702 members 
Mstep: Class 35 contains 33975 members 
Mstep: Class 36 contains 38304 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44553 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10759 members 
Mstep: Class 45 contains 14018 members 
Mstep: Class 46 contains 6912 members 
Mstep: Class 47 contains 36984 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16636 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4266 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15362 members 
Mstep: Class 57 contains 15744 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32358 members 
Mstep: Class 60 contains 32465 members 
Mstep: Class 61 contains 16289 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15989 members 
Mstep: Class 65 contains 3113 members 
Mstep: Class 66 contains 15599 members 
Mstep: Class 67 contains 37495 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354624.000000 Penalty: 230020.765625
Iteration 491Q: 69 clusters Score -1.613546e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 35578 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4898 members 
Mstep: Class 10 contains 30984 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25317 members 
Mstep: Class 14 contains 55149 members 
Mstep: Class 15 contains 27602 members 
Mstep: Class 16 contains 17955 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23770 members 
Mstep: Class 19 contains 34395 members 
Mstep: Class 20 contains 31365 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15411 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5870 members 
Mstep: Class 28 contains 28315 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12612 members 
Mstep: Class 32 contains 16614 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32695 members 
Mstep: Class 35 contains 34027 members 
Mstep: Class 36 contains 38266 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44556 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10759 members 
Mstep: Class 45 contains 14018 members 
Mstep: Class 46 contains 6912 members 
Mstep: Class 47 contains 37035 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16636 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4451 members 
Mstep: Class 54 contains 4269 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15360 members 
Mstep: Class 57 contains 15756 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32350 members 
Mstep: Class 60 contains 32447 members 
Mstep: Class 61 contains 16293 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15997 members 
Mstep: Class 65 contains 3113 members 
Mstep: Class 66 contains 15587 members 
Mstep: Class 67 contains 37503 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354800.000000 Penalty: 230020.765625
Iteration 492Q: 69 clusters Score -1.613548e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 35563 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4896 members 
Mstep: Class 10 contains 30961 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25315 members 
Mstep: Class 14 contains 55148 members 
Mstep: Class 15 contains 27614 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 34397 members 
Mstep: Class 20 contains 31362 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15406 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5860 members 
Mstep: Class 28 contains 28319 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12614 members 
Mstep: Class 32 contains 16617 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32680 members 
Mstep: Class 35 contains 34100 members 
Mstep: Class 36 contains 38229 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 44556 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10755 members 
Mstep: Class 45 contains 14022 members 
Mstep: Class 46 contains 6913 members 
Mstep: Class 47 contains 37097 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16636 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4275 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15359 members 
Mstep: Class 57 contains 15774 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32344 members 
Mstep: Class 60 contains 32423 members 
Mstep: Class 61 contains 16296 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16004 members 
Mstep: Class 65 contains 3112 members 
Mstep: Class 66 contains 15573 members 
Mstep: Class 67 contains 37488 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354816.000000 Penalty: 230020.765625
Iteration 493Q: 69 clusters Score -1.613548e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 35561 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4894 members 
Mstep: Class 10 contains 30945 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25325 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 27640 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23763 members 
Mstep: Class 19 contains 34383 members 
Mstep: Class 20 contains 31359 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15408 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5841 members 
Mstep: Class 28 contains 28313 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12614 members 
Mstep: Class 32 contains 16616 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32670 members 
Mstep: Class 35 contains 34160 members 
Mstep: Class 36 contains 38187 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44554 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10751 members 
Mstep: Class 45 contains 14025 members 
Mstep: Class 46 contains 6913 members 
Mstep: Class 47 contains 37149 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16635 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4279 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15357 members 
Mstep: Class 57 contains 15785 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32329 members 
Mstep: Class 60 contains 32423 members 
Mstep: Class 61 contains 16302 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16005 members 
Mstep: Class 65 contains 3109 members 
Mstep: Class 66 contains 15565 members 
Mstep: Class 67 contains 37485 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354432.000000 Penalty: 230020.765625
Iteration 494Q: 69 clusters Score -1.613544e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 35552 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4893 members 
Mstep: Class 10 contains 30941 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25323 members 
Mstep: Class 14 contains 55129 members 
Mstep: Class 15 contains 27651 members 
Mstep: Class 16 contains 17929 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 23762 members 
Mstep: Class 19 contains 34367 members 
Mstep: Class 20 contains 31353 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15412 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5826 members 
Mstep: Class 28 contains 28309 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12613 members 
Mstep: Class 32 contains 16615 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 32638 members 
Mstep: Class 35 contains 34181 members 
Mstep: Class 36 contains 38192 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44556 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10751 members 
Mstep: Class 45 contains 14026 members 
Mstep: Class 46 contains 6917 members 
Mstep: Class 47 contains 37181 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16632 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4285 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15354 members 
Mstep: Class 57 contains 15789 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32348 members 
Mstep: Class 60 contains 32443 members 
Mstep: Class 61 contains 16307 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16004 members 
Mstep: Class 65 contains 3108 members 
Mstep: Class 66 contains 15561 members 
Mstep: Class 67 contains 37466 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354816.000000 Penalty: 230020.765625
Iteration 495Q: 69 clusters Score -1.613548e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 35531 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 30933 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25315 members 
Mstep: Class 14 contains 55134 members 
Mstep: Class 15 contains 27672 members 
Mstep: Class 16 contains 17929 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 23761 members 
Mstep: Class 19 contains 34376 members 
Mstep: Class 20 contains 31355 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15416 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5817 members 
Mstep: Class 28 contains 28311 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 16617 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 32612 members 
Mstep: Class 35 contains 34215 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 44555 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10752 members 
Mstep: Class 45 contains 14030 members 
Mstep: Class 46 contains 6917 members 
Mstep: Class 47 contains 37190 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16628 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4284 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15354 members 
Mstep: Class 57 contains 15793 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32339 members 
Mstep: Class 60 contains 32474 members 
Mstep: Class 61 contains 16311 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16000 members 
Mstep: Class 65 contains 3108 members 
Mstep: Class 66 contains 15553 members 
Mstep: Class 67 contains 37460 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354928.000000 Penalty: 230020.765625
Iteration 496Q: 69 clusters Score -1.613549e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 35526 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4891 members 
Mstep: Class 10 contains 30929 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25303 members 
Mstep: Class 14 contains 55124 members 
Mstep: Class 15 contains 27682 members 
Mstep: Class 16 contains 17925 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23767 members 
Mstep: Class 19 contains 34399 members 
Mstep: Class 20 contains 31352 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15412 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5807 members 
Mstep: Class 28 contains 28315 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12620 members 
Mstep: Class 32 contains 16615 members 
Mstep: Class 33 contains 4821 members 
Mstep: Class 34 contains 32566 members 
Mstep: Class 35 contains 34226 members 
Mstep: Class 36 contains 38160 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44563 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10749 members 
Mstep: Class 45 contains 14028 members 
Mstep: Class 46 contains 6918 members 
Mstep: Class 47 contains 37207 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4453 members 
Mstep: Class 54 contains 4286 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15359 members 
Mstep: Class 57 contains 15799 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32357 members 
Mstep: Class 60 contains 32490 members 
Mstep: Class 61 contains 16319 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15999 members 
Mstep: Class 65 contains 3107 members 
Mstep: Class 66 contains 15552 members 
Mstep: Class 67 contains 37430 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354864.000000 Penalty: 230020.765625
Iteration 497Q: 69 clusters Score -1.613549e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 35509 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 30913 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25302 members 
Mstep: Class 14 contains 55129 members 
Mstep: Class 15 contains 27694 members 
Mstep: Class 16 contains 17922 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 23770 members 
Mstep: Class 19 contains 34418 members 
Mstep: Class 20 contains 31353 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15415 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5796 members 
Mstep: Class 28 contains 28311 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 16616 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 32504 members 
Mstep: Class 35 contains 34250 members 
Mstep: Class 36 contains 38161 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2702 members 
Mstep: Class 42 contains 44563 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10741 members 
Mstep: Class 45 contains 14027 members 
Mstep: Class 46 contains 6924 members 
Mstep: Class 47 contains 37205 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16630 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4286 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15363 members 
Mstep: Class 57 contains 15807 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32390 members 
Mstep: Class 60 contains 32500 members 
Mstep: Class 61 contains 16325 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15999 members 
Mstep: Class 65 contains 3107 members 
Mstep: Class 66 contains 15544 members 
Mstep: Class 67 contains 37424 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354624.000000 Penalty: 230020.765625
Iteration 498Q: 69 clusters Score -1.613546e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 35467 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4893 members 
Mstep: Class 10 contains 30907 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25305 members 
Mstep: Class 14 contains 55120 members 
Mstep: Class 15 contains 27706 members 
Mstep: Class 16 contains 17916 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 34431 members 
Mstep: Class 20 contains 31352 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15415 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 28313 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12617 members 
Mstep: Class 32 contains 16610 members 
Mstep: Class 33 contains 4819 members 
Mstep: Class 34 contains 32447 members 
Mstep: Class 35 contains 34263 members 
Mstep: Class 36 contains 38156 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44564 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10738 members 
Mstep: Class 45 contains 14027 members 
Mstep: Class 46 contains 6927 members 
Mstep: Class 47 contains 37198 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16632 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4454 members 
Mstep: Class 54 contains 4289 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15369 members 
Mstep: Class 57 contains 15810 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32444 members 
Mstep: Class 60 contains 32526 members 
Mstep: Class 61 contains 16331 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 15999 members 
Mstep: Class 65 contains 3105 members 
Mstep: Class 66 contains 15544 members 
Mstep: Class 67 contains 37433 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354480.000000 Penalty: 230020.765625
Iteration 499Q: 69 clusters Score -1.613545e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 35450 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 4893 members 
Mstep: Class 10 contains 30893 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 25296 members 
Mstep: Class 14 contains 55117 members 
Mstep: Class 15 contains 27714 members 
Mstep: Class 16 contains 17905 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 23752 members 
Mstep: Class 19 contains 34444 members 
Mstep: Class 20 contains 31355 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 15415 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 493 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 28314 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 260 members 
Mstep: Class 31 contains 12621 members 
Mstep: Class 32 contains 16613 members 
Mstep: Class 33 contains 4818 members 
Mstep: Class 34 contains 32402 members 
Mstep: Class 35 contains 34249 members 
Mstep: Class 36 contains 38148 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 446 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 1172 members 
Mstep: Class 41 contains 2701 members 
Mstep: Class 42 contains 44569 members 
Mstep: Class 43 contains 385 members 
Mstep: Class 44 contains 10737 members 
Mstep: Class 45 contains 14028 members 
Mstep: Class 46 contains 6930 members 
Mstep: Class 47 contains 37200 members 
Mstep: Class 48 contains 774 members 
Mstep: Class 49 contains 16628 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 668 members 
Mstep: Class 52 contains 623 members 
Mstep: Class 53 contains 4455 members 
Mstep: Class 54 contains 4290 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 15371 members 
Mstep: Class 57 contains 15817 members 
Mstep: Class 58 contains 1951 members 
Mstep: Class 59 contains 32486 members 
Mstep: Class 60 contains 32557 members 
Mstep: Class 61 contains 16327 members 
Mstep: Class 62 contains 396 members 
Mstep: Class 63 contains 619 members 
Mstep: Class 64 contains 16000 members 
Mstep: Class 65 contains 3105 members 
Mstep: Class 66 contains 15546 members 
Mstep: Class 67 contains 37450 members 
Mstep: Class 68 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354688.000000 Penalty: 230020.765625
Iteration 500F: 69 clusters Score -1.613547e+08 nChanged 530
Maximum iterations exceeded
--- Evaluating fit on full set of 2516460 points ---
Entering Unmasked Estep 
Score: -484386112.000000 Penalty: 248547.765625
20->69 Clusters: Score -484386112.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 838820 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 41659 members 
Mstep: Class 3 contains 41687 members 
Mstep: Class 4 contains 41675 members 
Mstep: Class 5 contains 42007 members 
Mstep: Class 6 contains 41910 members 
Mstep: Class 7 contains 42058 members 
Mstep: Class 8 contains 41903 members 
Mstep: Class 9 contains 41654 members 
Mstep: Class 10 contains 42034 members 
Mstep: Class 11 contains 41906 members 
Mstep: Class 12 contains 42286 members 
Mstep: Class 13 contains 41697 members 
Mstep: Class 14 contains 41846 members 
Mstep: Class 15 contains 41837 members 
Mstep: Class 16 contains 42153 members 
Mstep: Class 17 contains 42125 members 
Mstep: Class 18 contains 41951 members 
Mstep: Class 19 contains 42007 members 
Mstep: Class 20 contains 42221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 516.334961 but Gain 3382.656250
Score: -144614928.000000 Penalty: 64270.507812
Iteration 0F: 20 clusters Score -1.446149e+08 nChanged 796805
Entering Unmasked Mstep 
Mstep: Class 0 contains 4279 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3482 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 2250 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 834 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 626232 members 
Mstep: Class 13 contains 12315 members 
Mstep: Class 14 contains 118976 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 198 members 
Mstep: Class 17 contains 52032 members 
Mstep: Class 19 contains 3146 members 
Mstep: Class 20 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1641.328003 but Gain 3382.656250
Score: -157544528.000000 Penalty: 60887.851562
Iteration 1F: 19 clusters Score -1.575445e+08 nChanged 248478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2131 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 4 contains 466 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 1317 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 449600 members 
Mstep: Class 13 contains 17665 members 
Mstep: Class 14 contains 214099 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 435 members 
Mstep: Class 17 contains 118062 members 
Mstep: Class 19 contains 6714 members 
Mstep: Class 20 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3170.895996 but Gain 3382.660156
Score: -158787168.000000 Penalty: 57505.191406
Iteration 2F: 18 clusters Score -1.587872e+08 nChanged 204603
Entering Unmasked Mstep 
Mstep: Class 0 contains 1380 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 8720 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 367634 members 
Mstep: Class 13 contains 27354 members 
Mstep: Class 14 contains 250860 members 
Mstep: Class 15 contains 5124 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 145204 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159260800.000000 Penalty: 57505.191406
Iteration 3F: 18 clusters Score -1.592608e+08 nChanged 154607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1101 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3060 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 671 members 
Mstep: Class 7 contains 2589 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 7099 members 
Mstep: Class 12 contains 302569 members 
Mstep: Class 13 contains 40905 members 
Mstep: Class 14 contains 283042 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 1087 members 
Mstep: Class 17 contains 158520 members 
Mstep: Class 19 contains 13633 members 
Mstep: Class 20 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159522432.000000 Penalty: 57505.191406
Iteration 4F: 18 clusters Score -1.595224e+08 nChanged 119633
Entering Unmasked Mstep 
Mstep: Class 0 contains 923 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 4 contains 572 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 3469 members 
Mstep: Class 8 contains 10405 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 7614 members 
Mstep: Class 12 contains 256818 members 
Mstep: Class 13 contains 63595 members 
Mstep: Class 14 contains 295612 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 162886 members 
Mstep: Class 19 contains 17543 members 
Mstep: Class 20 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159720816.000000 Penalty: 57505.191406
Iteration 5F: 18 clusters Score -1.597208e+08 nChanged 97676
Entering Unmasked Mstep 
Mstep: Class 0 contains 716 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2834 members 
Mstep: Class 4 contains 603 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 9588 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 7871 members 
Mstep: Class 12 contains 229684 members 
Mstep: Class 13 contains 99887 members 
Mstep: Class 14 contains 289120 members 
Mstep: Class 15 contains 5739 members 
Mstep: Class 16 contains 1241 members 
Mstep: Class 17 contains 154426 members 
Mstep: Class 19 contains 22052 members 
Mstep: Class 20 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159853008.000000 Penalty: 57505.191406
Iteration 6F: 18 clusters Score -1.59853e+08 nChanged 85299
Entering Unmasked Mstep 
Mstep: Class 0 contains 538 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 4 contains 626 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 5451 members 
Mstep: Class 8 contains 8922 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 7815 members 
Mstep: Class 12 contains 212187 members 
Mstep: Class 13 contains 130652 members 
Mstep: Class 14 contains 274183 members 
Mstep: Class 15 contains 6645 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 17 contains 144974 members 
Mstep: Class 19 contains 30896 members 
Mstep: Class 20 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159885280.000000 Penalty: 57505.191406
Iteration 7F: 18 clusters Score -1.598853e+08 nChanged 73581
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2799 members 
Mstep: Class 4 contains 653 members 
Mstep: Class 5 contains 1776 members 
Mstep: Class 6 contains 1148 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 10 contains 1255 members 
Mstep: Class 11 contains 7822 members 
Mstep: Class 12 contains 198004 members 
Mstep: Class 13 contains 131347 members 
Mstep: Class 14 contains 269204 members 
Mstep: Class 15 contains 8038 members 
Mstep: Class 16 contains 1408 members 
Mstep: Class 17 contains 140973 members 
Mstep: Class 19 contains 47963 members 
Mstep: Class 20 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159952832.000000 Penalty: 57505.191406
Iteration 8F: 18 clusters Score -1.599528e+08 nChanged 69120
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 9828 members 
Mstep: Class 8 contains 11545 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 7769 members 
Mstep: Class 12 contains 185649 members 
Mstep: Class 13 contains 131670 members 
Mstep: Class 14 contains 260210 members 
Mstep: Class 15 contains 8946 members 
Mstep: Class 16 contains 1473 members 
Mstep: Class 17 contains 130679 members 
Mstep: Class 19 contains 73407 members 
Mstep: Class 20 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160002624.000000 Penalty: 57505.191406
Iteration 9F: 18 clusters Score -1.600026e+08 nChanged 69112
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2796 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 13758 members 
Mstep: Class 8 contains 14672 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 7735 members 
Mstep: Class 12 contains 174681 members 
Mstep: Class 13 contains 129929 members 
Mstep: Class 14 contains 247167 members 
Mstep: Class 15 contains 9501 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 126983 members 
Mstep: Class 19 contains 94455 members 
Mstep: Class 20 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160037136.000000 Penalty: 57505.191406
Iteration 10F: 18 clusters Score -1.600371e+08 nChanged 54410
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2786 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 19740 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 165881 members 
Mstep: Class 13 contains 132409 members 
Mstep: Class 14 contains 237325 members 
Mstep: Class 15 contains 9532 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 128232 members 
Mstep: Class 19 contains 97125 members 
Mstep: Class 20 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160077008.000000 Penalty: 57505.191406
Iteration 11F: 18 clusters Score -1.60077e+08 nChanged 51707
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 2511 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 31418 members 
Mstep: Class 8 contains 26928 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 7650 members 
Mstep: Class 12 contains 158928 members 
Mstep: Class 13 contains 132247 members 
Mstep: Class 14 contains 230262 members 
Mstep: Class 15 contains 8890 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 123565 members 
Mstep: Class 19 contains 97876 members 
Mstep: Class 20 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160135200.000000 Penalty: 57505.191406
Iteration 12F: 18 clusters Score -1.601352e+08 nChanged 57104
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 50512 members 
Mstep: Class 8 contains 36433 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 7632 members 
Mstep: Class 12 contains 152904 members 
Mstep: Class 13 contains 130060 members 
Mstep: Class 14 contains 219826 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 116716 members 
Mstep: Class 19 contains 95675 members 
Mstep: Class 20 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160199376.000000 Penalty: 57505.191406
Iteration 13F: 18 clusters Score -1.601994e+08 nChanged 65102
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 3150 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 73919 members 
Mstep: Class 8 contains 47930 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 7711 members 
Mstep: Class 12 contains 147463 members 
Mstep: Class 13 contains 125830 members 
Mstep: Class 14 contains 205530 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 110437 members 
Mstep: Class 19 contains 91812 members 
Mstep: Class 20 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160230640.000000 Penalty: 57505.191406
Iteration 14F: 18 clusters Score -1.602306e+08 nChanged 64494
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 4 contains 1035 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 85344 members 
Mstep: Class 8 contains 61241 members 
Mstep: Class 10 contains 1401 members 
Mstep: Class 11 contains 7951 members 
Mstep: Class 12 contains 142490 members 
Mstep: Class 13 contains 122070 members 
Mstep: Class 14 contains 192074 members 
Mstep: Class 15 contains 6994 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 110482 members 
Mstep: Class 19 contains 89555 members 
Mstep: Class 20 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160248496.000000 Penalty: 57505.191406
Iteration 15F: 18 clusters Score -1.602485e+08 nChanged 60404
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 98579 members 
Mstep: Class 8 contains 75975 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 8312 members 
Mstep: Class 12 contains 138271 members 
Mstep: Class 13 contains 120110 members 
Mstep: Class 14 contains 173891 members 
Mstep: Class 15 contains 7222 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 108949 members 
Mstep: Class 19 contains 87422 members 
Mstep: Class 20 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160267712.000000 Penalty: 57505.191406
Iteration 16F: 18 clusters Score -1.602677e+08 nChanged 63872
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 4 contains 1121 members 
Mstep: Class 5 contains 3177 members 
Mstep: Class 6 contains 1339 members 
Mstep: Class 7 contains 106937 members 
Mstep: Class 8 contains 93175 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 8680 members 
Mstep: Class 12 contains 134316 members 
Mstep: Class 13 contains 117253 members 
Mstep: Class 14 contains 157704 members 
Mstep: Class 15 contains 7773 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 108467 members 
Mstep: Class 19 contains 84799 members 
Mstep: Class 20 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160281488.000000 Penalty: 57505.191406
Iteration 17F: 18 clusters Score -1.602815e+08 nChanged 54860
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 1360 members 
Mstep: Class 7 contains 106359 members 
Mstep: Class 8 contains 108462 members 
Mstep: Class 10 contains 1501 members 
Mstep: Class 11 contains 8945 members 
Mstep: Class 12 contains 130677 members 
Mstep: Class 13 contains 116735 members 
Mstep: Class 14 contains 146817 members 
Mstep: Class 15 contains 8619 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 108787 members 
Mstep: Class 19 contains 83808 members 
Mstep: Class 20 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160284432.000000 Penalty: 57505.191406
Iteration 18F: 18 clusters Score -1.602844e+08 nChanged 39304
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2418 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 107219 members 
Mstep: Class 8 contains 113918 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 9220 members 
Mstep: Class 12 contains 127439 members 
Mstep: Class 13 contains 119127 members 
Mstep: Class 14 contains 140896 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 106979 members 
Mstep: Class 19 contains 84286 members 
Mstep: Class 20 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160285248.000000 Penalty: 57505.191406
Iteration 19Q: 18 clusters Score -1.602852e+08 nChanged 31401
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 107065 members 
Mstep: Class 8 contains 116163 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 9472 members 
Mstep: Class 12 contains 124378 members 
Mstep: Class 13 contains 120431 members 
Mstep: Class 14 contains 138010 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 106855 members 
Mstep: Class 19 contains 85038 members 
Mstep: Class 20 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160292176.000000 Penalty: 57505.191406
Iteration 20F: 18 clusters Score -1.602922e+08 nChanged 26024
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2483 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 107315 members 
Mstep: Class 8 contains 118380 members 
Mstep: Class 10 contains 1553 members 
Mstep: Class 11 contains 9713 members 
Mstep: Class 12 contains 121872 members 
Mstep: Class 13 contains 120113 members 
Mstep: Class 14 contains 136363 members 
Mstep: Class 15 contains 12346 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 106452 members 
Mstep: Class 19 contains 85585 members 
Mstep: Class 20 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160296576.000000 Penalty: 57505.191406
Iteration 21Q: 18 clusters Score -1.602966e+08 nChanged 23037
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 107376 members 
Mstep: Class 8 contains 119676 members 
Mstep: Class 10 contains 1557 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 119581 members 
Mstep: Class 13 contains 119708 members 
Mstep: Class 14 contains 135400 members 
Mstep: Class 15 contains 13608 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 106384 members 
Mstep: Class 19 contains 86081 members 
Mstep: Class 20 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160302432.000000 Penalty: 57505.191406
Iteration 22Q: 18 clusters Score -1.603024e+08 nChanged 20467
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2554 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 2888 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 107548 members 
Mstep: Class 8 contains 120618 members 
Mstep: Class 10 contains 1573 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 117514 members 
Mstep: Class 13 contains 119006 members 
Mstep: Class 14 contains 134876 members 
Mstep: Class 15 contains 14843 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 106259 members 
Mstep: Class 19 contains 86515 members 
Mstep: Class 20 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160307440.000000 Penalty: 57505.191406
Iteration 23Q: 18 clusters Score -1.603074e+08 nChanged 18756
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 107666 members 
Mstep: Class 8 contains 121142 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 11 contains 10355 members 
Mstep: Class 12 contains 115563 members 
Mstep: Class 13 contains 118434 members 
Mstep: Class 14 contains 134457 members 
Mstep: Class 15 contains 16173 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 106276 members 
Mstep: Class 19 contains 86844 members 
Mstep: Class 20 contains 1259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160313024.000000 Penalty: 57505.191406
Iteration 24Q: 18 clusters Score -1.60313e+08 nChanged 17328
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 4 contains 1820 members 
Mstep: Class 5 contains 3011 members 
Mstep: Class 6 contains 1440 members 
Mstep: Class 7 contains 107929 members 
Mstep: Class 8 contains 121330 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 10574 members 
Mstep: Class 12 contains 113828 members 
Mstep: Class 13 contains 117798 members 
Mstep: Class 14 contains 133988 members 
Mstep: Class 15 contains 17484 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 106278 members 
Mstep: Class 19 contains 87286 members 
Mstep: Class 20 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160316848.000000 Penalty: 57505.191406
Iteration 25Q: 18 clusters Score -1.603168e+08 nChanged 16245
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 108182 members 
Mstep: Class 8 contains 121319 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 10807 members 
Mstep: Class 12 contains 112355 members 
Mstep: Class 13 contains 117246 members 
Mstep: Class 14 contains 133763 members 
Mstep: Class 15 contains 18799 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 17 contains 106050 members 
Mstep: Class 19 contains 87599 members 
Mstep: Class 20 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160320656.000000 Penalty: 57505.191406
Iteration 26Q: 18 clusters Score -1.603207e+08 nChanged 15428
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 1457 members 
Mstep: Class 7 contains 108313 members 
Mstep: Class 8 contains 121077 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 11073 members 
Mstep: Class 12 contains 110997 members 
Mstep: Class 13 contains 116771 members 
Mstep: Class 14 contains 133524 members 
Mstep: Class 15 contains 20124 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 105822 members 
Mstep: Class 19 contains 88042 members 
Mstep: Class 20 contains 1264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160324832.000000 Penalty: 57505.191406
Iteration 27Q: 18 clusters Score -1.603248e+08 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 3344 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 7 contains 108521 members 
Mstep: Class 8 contains 120928 members 
Mstep: Class 10 contains 1622 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 109860 members 
Mstep: Class 13 contains 116239 members 
Mstep: Class 14 contains 133208 members 
Mstep: Class 15 contains 21492 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 105468 members 
Mstep: Class 19 contains 88397 members 
Mstep: Class 20 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160327984.000000 Penalty: 57505.191406
Iteration 28Q: 18 clusters Score -1.60328e+08 nChanged 14400
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 3469 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 108535 members 
Mstep: Class 8 contains 120618 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 11604 members 
Mstep: Class 12 contains 108891 members 
Mstep: Class 13 contains 115932 members 
Mstep: Class 14 contains 132855 members 
Mstep: Class 15 contains 22922 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 105034 members 
Mstep: Class 19 contains 88742 members 
Mstep: Class 20 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160331232.000000 Penalty: 57505.191406
Iteration 29Q: 18 clusters Score -1.603312e+08 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 3565 members 
Mstep: Class 6 contains 1491 members 
Mstep: Class 7 contains 108809 members 
Mstep: Class 8 contains 120245 members 
Mstep: Class 10 contains 1634 members 
Mstep: Class 11 contains 11928 members 
Mstep: Class 12 contains 108049 members 
Mstep: Class 13 contains 115512 members 
Mstep: Class 14 contains 132372 members 
Mstep: Class 15 contains 24439 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 104493 members 
Mstep: Class 19 contains 89001 members 
Mstep: Class 20 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160335376.000000 Penalty: 57505.191406
Iteration 30Q: 18 clusters Score -1.603354e+08 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2610 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 108912 members 
Mstep: Class 8 contains 119829 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 12309 members 
Mstep: Class 12 contains 107348 members 
Mstep: Class 13 contains 115109 members 
Mstep: Class 14 contains 131803 members 
Mstep: Class 15 contains 26026 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 103962 members 
Mstep: Class 19 contains 89231 members 
Mstep: Class 20 contains 1272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160338528.000000 Penalty: 57505.191406
Iteration 31Q: 18 clusters Score -1.603385e+08 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 108889 members 
Mstep: Class 8 contains 119447 members 
Mstep: Class 10 contains 1647 members 
Mstep: Class 11 contains 12666 members 
Mstep: Class 12 contains 106708 members 
Mstep: Class 13 contains 114663 members 
Mstep: Class 14 contains 131247 members 
Mstep: Class 15 contains 27740 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 103547 members 
Mstep: Class 19 contains 89355 members 
Mstep: Class 20 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160341712.000000 Penalty: 57505.191406
Iteration 32Q: 18 clusters Score -1.603417e+08 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 109033 members 
Mstep: Class 8 contains 118938 members 
Mstep: Class 10 contains 1647 members 
Mstep: Class 11 contains 13092 members 
Mstep: Class 12 contains 106201 members 
Mstep: Class 13 contains 114184 members 
Mstep: Class 14 contains 130581 members 
Mstep: Class 15 contains 29555 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 102999 members 
Mstep: Class 19 contains 89385 members 
Mstep: Class 20 contains 1279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160345552.000000 Penalty: 57505.191406
Iteration 33Q: 18 clusters Score -1.603456e+08 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 4 contains 2891 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 108932 members 
Mstep: Class 8 contains 118405 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 13625 members 
Mstep: Class 12 contains 105829 members 
Mstep: Class 13 contains 113565 members 
Mstep: Class 14 contains 129933 members 
Mstep: Class 15 contains 31615 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 102483 members 
Mstep: Class 19 contains 89341 members 
Mstep: Class 20 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160350240.000000 Penalty: 57505.191406
Iteration 34Q: 18 clusters Score -1.603502e+08 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 108764 members 
Mstep: Class 8 contains 117863 members 
Mstep: Class 10 contains 1648 members 
Mstep: Class 11 contains 14247 members 
Mstep: Class 12 contains 105429 members 
Mstep: Class 13 contains 112924 members 
Mstep: Class 14 contains 129243 members 
Mstep: Class 15 contains 33705 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 102174 members 
Mstep: Class 19 contains 89172 members 
Mstep: Class 20 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160355792.000000 Penalty: 57505.191406
Iteration 35Q: 18 clusters Score -1.603558e+08 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 4546 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 108427 members 
Mstep: Class 8 contains 117139 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 14929 members 
Mstep: Class 12 contains 105065 members 
Mstep: Class 13 contains 112331 members 
Mstep: Class 14 contains 128599 members 
Mstep: Class 15 contains 35919 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 101811 members 
Mstep: Class 19 contains 89112 members 
Mstep: Class 20 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160361200.000000 Penalty: 57505.191406
Iteration 36Q: 18 clusters Score -1.603612e+08 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 1633 members 
Mstep: Class 7 contains 108082 members 
Mstep: Class 8 contains 116340 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 15806 members 
Mstep: Class 12 contains 104702 members 
Mstep: Class 13 contains 111631 members 
Mstep: Class 14 contains 127902 members 
Mstep: Class 15 contains 38294 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 101567 members 
Mstep: Class 19 contains 88847 members 
Mstep: Class 20 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160368016.000000 Penalty: 57505.191406
Iteration 37Q: 18 clusters Score -1.60368e+08 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2510 members 
Mstep: Class 4 contains 3423 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 107690 members 
Mstep: Class 8 contains 115546 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 16900 members 
Mstep: Class 12 contains 104350 members 
Mstep: Class 13 contains 110794 members 
Mstep: Class 14 contains 127106 members 
Mstep: Class 15 contains 40812 members 
Mstep: Class 16 contains 1511 members 
Mstep: Class 17 contains 101369 members 
Mstep: Class 19 contains 88484 members 
Mstep: Class 20 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160375216.000000 Penalty: 57505.191406
Iteration 38Q: 18 clusters Score -1.603752e+08 nChanged 10911
Entering ConstructFrom: 
Score: -160375216.000000 Penalty: 57505.191406
Entering ConstructFrom: 
Trying to split cluster 1 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -1648982.500000 Penalty: 2249.684326
	Iteration 0F: 2 clusters Score -1648982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1642008.500000 Penalty: 4499.368652
	Iteration 0F: 3 clusters Score -1642008 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1644580.125000 Penalty: 4499.368652
	Iteration 1F: 3 clusters Score -1644580 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1645819.500000 Penalty: 4499.368652
	Iteration 2F: 3 clusters Score -1645820 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1647343.875000 Penalty: 4499.368652
	Iteration 3F: 3 clusters Score -1647344 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1648421.625000 Penalty: 4499.368652
	Iteration 4F: 3 clusters Score -1648422 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1648942.875000 Penalty: 4499.368652
	Iteration 5F: 3 clusters Score -1648943 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1649204.000000 Penalty: 4499.368652
	Iteration 6Q: 3 clusters Score -1649204 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1649361.500000 Penalty: 4499.368652
	Iteration 7Q: 3 clusters Score -1649362 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1649452.875000 Penalty: 4499.368652
	Iteration 8Q: 3 clusters Score -1649453 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1649532.500000 Penalty: 4499.368652
	Iteration 9Q: 3 clusters Score -1649532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1649591.250000 Penalty: 4499.368652
	Iteration 10Q: 3 clusters Score -1649591 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1649634.000000 Penalty: 4499.368652
	Iteration 11Q: 3 clusters Score -1649634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1649656.875000 Penalty: 4499.368652
	Iteration 12Q: 3 clusters Score -1649657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1649677.000000 Penalty: 4499.368652
	Iteration 13Q: 3 clusters Score -1649677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1649698.875000 Penalty: 4499.368652
	Iteration 14Q: 3 clusters Score -1649699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1649719.875000 Penalty: 4499.368652
	Iteration 15Q: 3 clusters Score -1649720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1649733.250000 Penalty: 4499.368652
	Iteration 16Q: 3 clusters Score -1649733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1649741.500000 Penalty: 4499.368652
	Iteration 17Q: 3 clusters Score -1649742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1649755.625000 Penalty: 4499.368652
	Iteration 18Q: 3 clusters Score -1649756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1649763.875000 Penalty: 4499.368652
	Iteration 19Q: 3 clusters Score -1649764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1649770.375000 Penalty: 4499.368652
	Iteration 20F: 3 clusters Score -1649770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1649770.750000 Penalty: 4499.368652
	Iteration 21Q: 3 clusters Score -1649771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1649770.625000 Penalty: 4499.368652
	Iteration 22Q: 3 clusters Score -1649771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1649774.000000 Penalty: 4499.368652
	Iteration 23Q: 3 clusters Score -1649774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1649778.000000 Penalty: 4499.368652
	Iteration 24Q: 3 clusters Score -1649778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1649781.000000 Penalty: 4499.368652
	Iteration 25Q: 3 clusters Score -1649781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1649787.875000 Penalty: 4499.368652
	Iteration 26Q: 3 clusters Score -1649788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1649799.250000 Penalty: 4499.368652
	Iteration 27Q: 3 clusters Score -1649799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1649807.875000 Penalty: 4499.368652
	Iteration 28Q: 3 clusters Score -1649808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1649815.625000 Penalty: 4499.368652
	Iteration 29Q: 3 clusters Score -1649816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1649819.250000 Penalty: 4499.368652
	Iteration 30Q: 3 clusters Score -1649819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1649832.250000 Penalty: 4499.368652
	Iteration 31Q: 3 clusters Score -1649832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1649833.625000 Penalty: 4499.368652
	Iteration 32Q: 3 clusters Score -1649834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1649839.375000 Penalty: 4499.368652
	Iteration 33Q: 3 clusters Score -1649839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1649840.625000 Penalty: 4499.368652
	Iteration 34Q: 3 clusters Score -1649841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1649845.250000 Penalty: 4499.368652
	Iteration 35Q: 3 clusters Score -1649845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1649849.000000 Penalty: 4499.368652
	Iteration 36Q: 3 clusters Score -1649849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1649852.125000 Penalty: 4499.368652
	Iteration 37Q: 3 clusters Score -1649852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1649851.875000 Penalty: 4499.368652
	Iteration 38Q: 3 clusters Score -1649852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1649857.625000 Penalty: 4499.368652
	Iteration 39Q: 3 clusters Score -1649858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1649857.875000 Penalty: 4499.368652
	Iteration 40F: 3 clusters Score -1649858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1649856.875000 Penalty: 4499.368652
	Iteration 41Q: 3 clusters Score -1649857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1649855.375000 Penalty: 4499.368652
	Iteration 42Q: 3 clusters Score -1649855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1649856.875000 Penalty: 4499.368652
	Iteration 43Q: 3 clusters Score -1649857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1649857.500000 Penalty: 4499.368652
	Iteration 44Q: 3 clusters Score -1649858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1649860.500000 Penalty: 4499.368652
	Iteration 45Q: 3 clusters Score -1649860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1649857.875000 Penalty: 4499.368652
	Iteration 46Q: 3 clusters Score -1649858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1649857.875000 Penalty: 4499.368652
	Iteration 47F: 3 clusters Score -1649858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 107125 members 
Mstep: Class 8 contains 114557 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Entering Unmasked Estep 
Score: -160379360.000000 Penalty: 60887.851562
Splitting cluster 1 changes total score from -160375216.000000 to -160379360.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -383913.437500 Penalty: 1942.634521
	Iteration 0F: 2 clusters Score -383913.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -381354.593750 Penalty: 3885.269043
	Iteration 0F: 3 clusters Score -381354.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -382834.156250 Penalty: 3885.269043
	Iteration 1F: 3 clusters Score -382834.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -386709.843750 Penalty: 3885.269043
	Iteration 2F: 3 clusters Score -386709.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -391189.406250 Penalty: 3885.269043
	Iteration 3F: 3 clusters Score -391189.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -392840.562500 Penalty: 3885.269043
	Iteration 4F: 3 clusters Score -392840.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -393681.906250 Penalty: 3885.269043
	Iteration 5Q: 3 clusters Score -393681.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -394412.156250 Penalty: 3885.269043
	Iteration 6Q: 3 clusters Score -394412.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -394627.187500 Penalty: 3885.269043
	Iteration 7Q: 3 clusters Score -394627.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -394726.750000 Penalty: 3885.269043
	Iteration 8Q: 3 clusters Score -394726.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -394798.906250 Penalty: 3885.269043
	Iteration 9Q: 3 clusters Score -394798.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -394836.531250 Penalty: 3885.269043
	Iteration 10Q: 3 clusters Score -394836.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -394860.687500 Penalty: 3885.269043
	Iteration 11Q: 3 clusters Score -394860.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -394883.406250 Penalty: 3885.269043
	Iteration 12Q: 3 clusters Score -394883.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -394907.406250 Penalty: 3885.269043
	Iteration 13Q: 3 clusters Score -394907.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -394925.000000 Penalty: 3885.269043
	Iteration 14Q: 3 clusters Score -394925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -394935.062500 Penalty: 3885.269043
	Iteration 15Q: 3 clusters Score -394935.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -394946.156250 Penalty: 3885.269043
	Iteration 16Q: 3 clusters Score -394946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -394955.156250 Penalty: 3885.269043
	Iteration 17Q: 3 clusters Score -394955.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -394964.687500 Penalty: 3885.269043
	Iteration 18Q: 3 clusters Score -394964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -394976.406250 Penalty: 3885.269043
	Iteration 19Q: 3 clusters Score -394976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -394986.062500 Penalty: 3885.269043
	Iteration 20F: 3 clusters Score -394986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -394995.500000 Penalty: 3885.269043
	Iteration 21Q: 3 clusters Score -394995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -394999.031250 Penalty: 3885.269043
	Iteration 22Q: 3 clusters Score -394999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -395000.000000 Penalty: 3885.269043
	Iteration 23Q: 3 clusters Score -395000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -394999.437500 Penalty: 3885.269043
	Iteration 24Q: 3 clusters Score -394999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -394999.687500 Penalty: 3885.269043
	Iteration 25Q: 3 clusters Score -394999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -394999.687500 Penalty: 3885.269043
	Iteration 26F: 3 clusters Score -394999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 107125 members 
Mstep: Class 8 contains 114557 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Entering Unmasked Estep 
Score: -160384112.000000 Penalty: 64270.507812
Splitting cluster 2 changes total score from -160375216.000000 to -160384112.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -628470.187500 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -628470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -625287.187500 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -625287.2 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -628009.437500 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -628009.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -629336.125000 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -629336.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -630082.187500 Penalty: 4056.326660
	Iteration 3F: 3 clusters Score -630082.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -630321.437500 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -630321.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -630411.875000 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -630411.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -630441.125000 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -630441.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -630459.562500 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -630459.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -630470.625000 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -630470.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -630474.500000 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -630474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -630478.750000 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -630478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -630478.812500 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -630478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -630481.312500 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -630481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -630482.875000 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -630482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -630484.687500 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -630484.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -630484.250000 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -630484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -630485.937500 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -630485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -630494.687500 Penalty: 4056.326660
	Iteration 17F: 3 clusters Score -630494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -630532.125000 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -630532.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -630563.437500 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -630563.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -630615.937500 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -630615.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -630671.812500 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -630671.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -630739.375000 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -630739.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -630781.875000 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -630781.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -630809.125000 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -630809.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -630829.937500 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -630829.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -630851.312500 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -630851.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -630882.000000 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -630882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -630936.312500 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -630936.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -631030.812500 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -631030.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -631126.125000 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -631126.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -631220.375000 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -631220.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -631293.062500 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -631293.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -631357.750000 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -631357.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -631426.500000 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -631426.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -631485.875000 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -631485.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -631510.687500 Penalty: 4056.326660
	Iteration 36Q: 3 clusters Score -631510.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -631520.750000 Penalty: 4056.326660
	Iteration 37Q: 3 clusters Score -631520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -631524.750000 Penalty: 4056.326660
	Iteration 38Q: 3 clusters Score -631524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -631576.187500 Penalty: 4056.326660
	Iteration 39Q: 3 clusters Score -631576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -631691.625000 Penalty: 4056.326660
	Iteration 40F: 3 clusters Score -631691.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -631812.625000 Penalty: 4056.326660
	Iteration 41Q: 3 clusters Score -631812.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -631833.562500 Penalty: 4056.326660
	Iteration 42Q: 3 clusters Score -631833.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -631848.000000 Penalty: 4056.326660
	Iteration 43Q: 3 clusters Score -631848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -631862.500000 Penalty: 4056.326660
	Iteration 44Q: 3 clusters Score -631862.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -631890.937500 Penalty: 4056.326660
	Iteration 45Q: 3 clusters Score -631890.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -631928.125000 Penalty: 4056.326660
	Iteration 46Q: 3 clusters Score -631928.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -631977.125000 Penalty: 4056.326660
	Iteration 47Q: 3 clusters Score -631977.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -632016.875000 Penalty: 4056.326660
	Iteration 48Q: 3 clusters Score -632016.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -632043.375000 Penalty: 4056.326660
	Iteration 49Q: 3 clusters Score -632043.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -632066.687500 Penalty: 4056.326660
	Iteration 50Q: 3 clusters Score -632066.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -632083.500000 Penalty: 4056.326660
	Iteration 51Q: 3 clusters Score -632083.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -632092.250000 Penalty: 4056.326660
	Iteration 52Q: 3 clusters Score -632092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -632094.750000 Penalty: 4056.326660
	Iteration 53Q: 3 clusters Score -632094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -632095.312500 Penalty: 4056.326660
	Iteration 54Q: 3 clusters Score -632095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -632098.312500 Penalty: 4056.326660
	Iteration 55Q: 3 clusters Score -632098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -632098.250000 Penalty: 4056.326660
	Iteration 56Q: 3 clusters Score -632098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -632161.937500 Penalty: 4056.326660
	Iteration 57F: 3 clusters Score -632161.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -632312.937500 Penalty: 4056.326660
	Iteration 58Q: 3 clusters Score -632312.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -632523.312500 Penalty: 4056.326660
	Iteration 59Q: 3 clusters Score -632523.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -632674.750000 Penalty: 4056.326660
	Iteration 60F: 3 clusters Score -632674.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -632750.125000 Penalty: 4056.326660
	Iteration 61Q: 3 clusters Score -632750.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -632838.750000 Penalty: 4056.326660
	Iteration 62Q: 3 clusters Score -632838.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -632889.625000 Penalty: 4056.326660
	Iteration 63Q: 3 clusters Score -632889.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -632922.250000 Penalty: 4056.326660
	Iteration 64Q: 3 clusters Score -632922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -632936.187500 Penalty: 4056.326660
	Iteration 65Q: 3 clusters Score -632936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -632949.250000 Penalty: 4056.326660
	Iteration 66Q: 3 clusters Score -632949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -632957.000000 Penalty: 4056.326660
	Iteration 67Q: 3 clusters Score -632957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -632963.000000 Penalty: 4056.326660
	Iteration 68Q: 3 clusters Score -632963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -632977.312500 Penalty: 4056.326660
	Iteration 69Q: 3 clusters Score -632977.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -632993.562500 Penalty: 4056.326660
	Iteration 70Q: 3 clusters Score -632993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -633001.687500 Penalty: 4056.326660
	Iteration 71Q: 3 clusters Score -633001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -633016.000000 Penalty: 4056.326660
	Iteration 72Q: 3 clusters Score -633016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -633020.875000 Penalty: 4056.326660
	Iteration 73Q: 3 clusters Score -633020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -633049.062500 Penalty: 4056.326660
	Iteration 74Q: 3 clusters Score -633049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -633062.750000 Penalty: 4056.326660
	Iteration 75Q: 3 clusters Score -633062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -633088.875000 Penalty: 4056.326660
	Iteration 76Q: 3 clusters Score -633088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -633112.375000 Penalty: 4056.326660
	Iteration 77Q: 3 clusters Score -633112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -633131.437500 Penalty: 4056.326660
	Iteration 78Q: 3 clusters Score -633131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -633134.937500 Penalty: 4056.326660
	Iteration 79Q: 3 clusters Score -633134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -633141.625000 Penalty: 4056.326660
	Iteration 80F: 3 clusters Score -633141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -633146.250000 Penalty: 4056.326660
	Iteration 81Q: 3 clusters Score -633146.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -633149.500000 Penalty: 4056.326660
	Iteration 82Q: 3 clusters Score -633149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -633150.750000 Penalty: 4056.326660
	Iteration 83Q: 3 clusters Score -633150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -633150.437500 Penalty: 4056.326660
	Iteration 84Q: 3 clusters Score -633150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -633151.062500 Penalty: 4056.326660
	Iteration 85Q: 3 clusters Score -633151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -633151.062500 Penalty: 4056.326660
	Iteration 86F: 3 clusters Score -633151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 107125 members 
Mstep: Class 8 contains 114557 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Entering Unmasked Estep 
Score: -160387088.000000 Penalty: 67653.164062
Splitting cluster 4 changes total score from -160375216.000000 to -160387088.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -813262.562500 Penalty: 2109.671143
	Iteration 0F: 2 clusters Score -813262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -809399.812500 Penalty: 4219.342285
	Iteration 0F: 3 clusters Score -809399.8 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -815054.062500 Penalty: 4219.342285
	Iteration 1F: 3 clusters Score -815054.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -818378.312500 Penalty: 4219.342285
	Iteration 2F: 3 clusters Score -818378.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -819841.500000 Penalty: 4219.342285
	Iteration 3F: 3 clusters Score -819841.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -820417.937500 Penalty: 4219.342285
	Iteration 4Q: 3 clusters Score -820417.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -820612.500000 Penalty: 4219.342285
	Iteration 5Q: 3 clusters Score -820612.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -820700.750000 Penalty: 4219.342285
	Iteration 6Q: 3 clusters Score -820700.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -820737.812500 Penalty: 4219.342285
	Iteration 7Q: 3 clusters Score -820737.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -820761.187500 Penalty: 4219.342285
	Iteration 8Q: 3 clusters Score -820761.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -820780.562500 Penalty: 4219.342285
	Iteration 9Q: 3 clusters Score -820780.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -820795.437500 Penalty: 4219.342285
	Iteration 10Q: 3 clusters Score -820795.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -820802.375000 Penalty: 4219.342285
	Iteration 11Q: 3 clusters Score -820802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -820806.625000 Penalty: 4219.342285
	Iteration 12Q: 3 clusters Score -820806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -820810.625000 Penalty: 4219.342285
	Iteration 13Q: 3 clusters Score -820810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -820810.062500 Penalty: 4219.342285
	Iteration 14Q: 3 clusters Score -820810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -820810.125000 Penalty: 4219.342285
	Iteration 15Q: 3 clusters Score -820810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -820809.000000 Penalty: 4219.342285
	Iteration 16Q: 3 clusters Score -820809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -820809.000000 Penalty: 4219.342285
	Iteration 17F: 3 clusters Score -820809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 107125 members 
Mstep: Class 8 contains 114557 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Entering Unmasked Estep 
Score: -160395376.000000 Penalty: 71035.828125
Splitting cluster 5 changes total score from -160375216.000000 to -160395376.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -215080.062500 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -215080.1 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 812 members 
Entering Unmasked Estep 
Score: -213302.906250 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -213302.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -216834.406250 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -216834.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -219491.984375 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -219492 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -220469.781250 Penalty: 3680.904053
	Iteration 3F: 3 clusters Score -220469.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -220996.515625 Penalty: 3680.904053
	Iteration 4F: 3 clusters Score -220996.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221351.390625 Penalty: 3680.904053
	Iteration 5Q: 3 clusters Score -221351.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -221600.859375 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -221600.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -221790.281250 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -221790.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -221892.281250 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -221892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -221946.953125 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -221947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -221979.171875 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -221979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -221997.562500 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -221997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -222003.609375 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -222003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -222007.890625 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -222007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -222012.328125 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -222012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -222014.500000 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -222014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222019.875000 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -222019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222024.656250 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -222024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222026.156250 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -222026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -222026.562500 Penalty: 3680.904053
	Iteration 19Q: 3 clusters Score -222026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -222026.562500 Penalty: 3680.904053
	Iteration 20F: 3 clusters Score -222026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 107125 members 
Mstep: Class 8 contains 114557 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Entering Unmasked Estep 
Score: -160400768.000000 Penalty: 74418.484375
Splitting cluster 6 changes total score from -160375216.000000 to -160400768.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (107125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107125 members 
Entering Unmasked Estep 
Score: -20489378.000000 Penalty: 2872.274414
	Iteration 0F: 2 clusters Score -2.048938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -20505616.000000 Penalty: 5744.548828
	Iteration 0F: 3 clusters Score -2.050562e+07 nChanged 51035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -20535174.000000 Penalty: 5744.548828
	Iteration 1F: 3 clusters Score -2.053517e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -20536488.000000 Penalty: 5744.548828
	Iteration 2F: 3 clusters Score -2.053649e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -20538510.000000 Penalty: 5744.548828
	Iteration 3F: 3 clusters Score -2.053851e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -20540738.000000 Penalty: 5744.548828
	Iteration 4F: 3 clusters Score -2.054074e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -20543370.000000 Penalty: 5744.548828
	Iteration 5F: 3 clusters Score -2.054337e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -20546766.000000 Penalty: 5744.548828
	Iteration 6F: 3 clusters Score -2.054677e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -20550612.000000 Penalty: 5744.548828
	Iteration 7F: 3 clusters Score -2.055061e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -20554542.000000 Penalty: 5744.548828
	Iteration 8F: 3 clusters Score -2.055454e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -20557058.000000 Penalty: 5744.548828
	Iteration 9Q: 3 clusters Score -2.055706e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -20558326.000000 Penalty: 5744.548828
	Iteration 10Q: 3 clusters Score -2.055833e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -20558804.000000 Penalty: 5744.548828
	Iteration 11Q: 3 clusters Score -2.05588e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -20558986.000000 Penalty: 5744.548828
	Iteration 12Q: 3 clusters Score -2.055899e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -20559002.000000 Penalty: 5744.548828
	Iteration 13Q: 3 clusters Score -2.0559e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -20559104.000000 Penalty: 5744.548828
	Iteration 14Q: 3 clusters Score -2.05591e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -20559114.000000 Penalty: 5744.548828
	Iteration 15Q: 3 clusters Score -2.055911e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -20559128.000000 Penalty: 5744.548828
	Iteration 16Q: 3 clusters Score -2.055913e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -20559250.000000 Penalty: 5744.548828
	Iteration 17Q: 3 clusters Score -2.055925e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -20559424.000000 Penalty: 5744.548828
	Iteration 18Q: 3 clusters Score -2.055942e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -20559538.000000 Penalty: 5744.548828
	Iteration 19Q: 3 clusters Score -2.055954e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -20559558.000000 Penalty: 5744.548828
	Iteration 20F: 3 clusters Score -2.055956e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -20559498.000000 Penalty: 5744.548828
	Iteration 21Q: 3 clusters Score -2.05595e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -20559454.000000 Penalty: 5744.548828
	Iteration 22Q: 3 clusters Score -2.055945e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -20559554.000000 Penalty: 5744.548828
	Iteration 23Q: 3 clusters Score -2.055955e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -20559540.000000 Penalty: 5744.548828
	Iteration 24Q: 3 clusters Score -2.055954e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -20559512.000000 Penalty: 5744.548828
	Iteration 25Q: 3 clusters Score -2.055951e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -20559574.000000 Penalty: 5744.548828
	Iteration 26Q: 3 clusters Score -2.055957e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -20559534.000000 Penalty: 5744.548828
	Iteration 27Q: 3 clusters Score -2.055953e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -20559516.000000 Penalty: 5744.548828
	Iteration 28Q: 3 clusters Score -2.055952e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -20559538.000000 Penalty: 5744.548828
	Iteration 29Q: 3 clusters Score -2.055954e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -20559558.000000 Penalty: 5744.548828
	Iteration 30Q: 3 clusters Score -2.055956e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -20559590.000000 Penalty: 5744.548828
	Iteration 31Q: 3 clusters Score -2.055959e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -20559594.000000 Penalty: 5744.548828
	Iteration 32Q: 3 clusters Score -2.055959e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -20559600.000000 Penalty: 5744.548828
	Iteration 33Q: 3 clusters Score -2.05596e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -20559584.000000 Penalty: 5744.548828
	Iteration 34Q: 3 clusters Score -2.055958e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -20559576.000000 Penalty: 5744.548828
	Iteration 35Q: 3 clusters Score -2.055958e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -20559596.000000 Penalty: 5744.548828
	Iteration 36Q: 3 clusters Score -2.05596e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -20559578.000000 Penalty: 5744.548828
	Iteration 37Q: 3 clusters Score -2.055958e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -20559622.000000 Penalty: 5744.548828
	Iteration 38Q: 3 clusters Score -2.055962e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -20559658.000000 Penalty: 5744.548828
	Iteration 39Q: 3 clusters Score -2.055966e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -20559740.000000 Penalty: 5744.548828
	Iteration 40F: 3 clusters Score -2.055974e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -20559704.000000 Penalty: 5744.548828
	Iteration 41Q: 3 clusters Score -2.05597e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -20559704.000000 Penalty: 5744.548828
	Iteration 42Q: 3 clusters Score -2.05597e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -20559716.000000 Penalty: 5744.548828
	Iteration 43Q: 3 clusters Score -2.055972e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -20559736.000000 Penalty: 5744.548828
	Iteration 44Q: 3 clusters Score -2.055974e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -20559624.000000 Penalty: 5744.548828
	Iteration 45Q: 3 clusters Score -2.055962e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -20559586.000000 Penalty: 5744.548828
	Iteration 46Q: 3 clusters Score -2.055959e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -20559574.000000 Penalty: 5744.548828
	Iteration 47Q: 3 clusters Score -2.055957e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -20559610.000000 Penalty: 5744.548828
	Iteration 48Q: 3 clusters Score -2.055961e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -20559622.000000 Penalty: 5744.548828
	Iteration 49Q: 3 clusters Score -2.055962e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -20559672.000000 Penalty: 5744.548828
	Iteration 50Q: 3 clusters Score -2.055967e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -20559646.000000 Penalty: 5744.548828
	Iteration 51Q: 3 clusters Score -2.055965e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -20559688.000000 Penalty: 5744.548828
	Iteration 52Q: 3 clusters Score -2.055969e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -20559696.000000 Penalty: 5744.548828
	Iteration 53Q: 3 clusters Score -2.05597e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -20559778.000000 Penalty: 5744.548828
	Iteration 54Q: 3 clusters Score -2.055978e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -20559762.000000 Penalty: 5744.548828
	Iteration 55Q: 3 clusters Score -2.055976e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -20559814.000000 Penalty: 5744.548828
	Iteration 56Q: 3 clusters Score -2.055981e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -20559864.000000 Penalty: 5744.548828
	Iteration 57Q: 3 clusters Score -2.055986e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -20559914.000000 Penalty: 5744.548828
	Iteration 58Q: 3 clusters Score -2.055991e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -20559910.000000 Penalty: 5744.548828
	Iteration 59Q: 3 clusters Score -2.055991e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -20559928.000000 Penalty: 5744.548828
	Iteration 60F: 3 clusters Score -2.055993e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -20559908.000000 Penalty: 5744.548828
	Iteration 61Q: 3 clusters Score -2.055991e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -20559912.000000 Penalty: 5744.548828
	Iteration 62Q: 3 clusters Score -2.055991e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -20559930.000000 Penalty: 5744.548828
	Iteration 63Q: 3 clusters Score -2.055993e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -20559912.000000 Penalty: 5744.548828
	Iteration 64Q: 3 clusters Score -2.055991e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -20559968.000000 Penalty: 5744.548828
	Iteration 65Q: 3 clusters Score -2.055997e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -20559950.000000 Penalty: 5744.548828
	Iteration 66Q: 3 clusters Score -2.055995e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -20559958.000000 Penalty: 5744.548828
	Iteration 67Q: 3 clusters Score -2.055996e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -20559944.000000 Penalty: 5744.548828
	Iteration 68Q: 3 clusters Score -2.055994e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -20559988.000000 Penalty: 5744.548828
	Iteration 69Q: 3 clusters Score -2.055999e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -20559982.000000 Penalty: 5744.548828
	Iteration 70Q: 3 clusters Score -2.055998e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -20559932.000000 Penalty: 5744.548828
	Iteration 71Q: 3 clusters Score -2.055993e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -20559922.000000 Penalty: 5744.548828
	Iteration 72Q: 3 clusters Score -2.055992e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -20559922.000000 Penalty: 5744.548828
	Iteration 73Q: 3 clusters Score -2.055992e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -20559960.000000 Penalty: 5744.548828
	Iteration 74Q: 3 clusters Score -2.055996e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -20559968.000000 Penalty: 5744.548828
	Iteration 75Q: 3 clusters Score -2.055997e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -20559956.000000 Penalty: 5744.548828
	Iteration 76Q: 3 clusters Score -2.055996e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -20559954.000000 Penalty: 5744.548828
	Iteration 77Q: 3 clusters Score -2.055995e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -20559884.000000 Penalty: 5744.548828
	Iteration 78Q: 3 clusters Score -2.055988e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -20559882.000000 Penalty: 5744.548828
	Iteration 79Q: 3 clusters Score -2.055988e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -20559890.000000 Penalty: 5744.548828
	Iteration 80F: 3 clusters Score -2.055989e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -20559868.000000 Penalty: 5744.548828
	Iteration 81Q: 3 clusters Score -2.055987e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -20559898.000000 Penalty: 5744.548828
	Iteration 82Q: 3 clusters Score -2.05599e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -20559944.000000 Penalty: 5744.548828
	Iteration 83Q: 3 clusters Score -2.055994e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -20559972.000000 Penalty: 5744.548828
	Iteration 84Q: 3 clusters Score -2.055997e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -20560010.000000 Penalty: 5744.548828
	Iteration 85Q: 3 clusters Score -2.056001e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -20559978.000000 Penalty: 5744.548828
	Iteration 86Q: 3 clusters Score -2.055998e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -20559974.000000 Penalty: 5744.548828
	Iteration 87Q: 3 clusters Score -2.055997e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -20559992.000000 Penalty: 5744.548828
	Iteration 88Q: 3 clusters Score -2.055999e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -20560006.000000 Penalty: 5744.548828
	Iteration 89Q: 3 clusters Score -2.056001e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -20560008.000000 Penalty: 5744.548828
	Iteration 90Q: 3 clusters Score -2.056001e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -20560012.000000 Penalty: 5744.548828
	Iteration 91Q: 3 clusters Score -2.056001e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -20560078.000000 Penalty: 5744.548828
	Iteration 92Q: 3 clusters Score -2.056008e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -20560050.000000 Penalty: 5744.548828
	Iteration 93Q: 3 clusters Score -2.056005e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -20560050.000000 Penalty: 5744.548828
	Iteration 94Q: 3 clusters Score -2.056005e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -20560068.000000 Penalty: 5744.548828
	Iteration 95Q: 3 clusters Score -2.056007e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -20560060.000000 Penalty: 5744.548828
	Iteration 96Q: 3 clusters Score -2.056006e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -20560032.000000 Penalty: 5744.548828
	Iteration 97Q: 3 clusters Score -2.056003e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -20560046.000000 Penalty: 5744.548828
	Iteration 98Q: 3 clusters Score -2.056005e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -20560096.000000 Penalty: 5744.548828
	Iteration 99Q: 3 clusters Score -2.05601e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -20560094.000000 Penalty: 5744.548828
	Iteration 100F: 3 clusters Score -2.056009e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -20560078.000000 Penalty: 5744.548828
	Iteration 101Q: 3 clusters Score -2.056008e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -20560070.000000 Penalty: 5744.548828
	Iteration 102Q: 3 clusters Score -2.056007e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -20560112.000000 Penalty: 5744.548828
	Iteration 103Q: 3 clusters Score -2.056011e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -20560132.000000 Penalty: 5744.548828
	Iteration 104Q: 3 clusters Score -2.056013e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -20560126.000000 Penalty: 5744.548828
	Iteration 105Q: 3 clusters Score -2.056013e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -20560162.000000 Penalty: 5744.548828
	Iteration 106Q: 3 clusters Score -2.056016e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -20560204.000000 Penalty: 5744.548828
	Iteration 107Q: 3 clusters Score -2.05602e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -20560236.000000 Penalty: 5744.548828
	Iteration 108Q: 3 clusters Score -2.056024e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -20560208.000000 Penalty: 5744.548828
	Iteration 109Q: 3 clusters Score -2.056021e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -20560244.000000 Penalty: 5744.548828
	Iteration 110Q: 3 clusters Score -2.056024e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -20560284.000000 Penalty: 5744.548828
	Iteration 111Q: 3 clusters Score -2.056028e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -20560360.000000 Penalty: 5744.548828
	Iteration 112Q: 3 clusters Score -2.056036e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -20560376.000000 Penalty: 5744.548828
	Iteration 113Q: 3 clusters Score -2.056038e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -20560330.000000 Penalty: 5744.548828
	Iteration 114Q: 3 clusters Score -2.056033e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -20560310.000000 Penalty: 5744.548828
	Iteration 115Q: 3 clusters Score -2.056031e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -20560374.000000 Penalty: 5744.548828
	Iteration 116Q: 3 clusters Score -2.056037e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -20560458.000000 Penalty: 5744.548828
	Iteration 117Q: 3 clusters Score -2.056046e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -20560488.000000 Penalty: 5744.548828
	Iteration 118Q: 3 clusters Score -2.056049e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -20560522.000000 Penalty: 5744.548828
	Iteration 119Q: 3 clusters Score -2.056052e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -20560564.000000 Penalty: 5744.548828
	Iteration 120F: 3 clusters Score -2.056056e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -20560596.000000 Penalty: 5744.548828
	Iteration 121Q: 3 clusters Score -2.05606e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -20560588.000000 Penalty: 5744.548828
	Iteration 122Q: 3 clusters Score -2.056059e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -20560620.000000 Penalty: 5744.548828
	Iteration 123Q: 3 clusters Score -2.056062e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -20560630.000000 Penalty: 5744.548828
	Iteration 124Q: 3 clusters Score -2.056063e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -20560610.000000 Penalty: 5744.548828
	Iteration 125Q: 3 clusters Score -2.056061e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -20560580.000000 Penalty: 5744.548828
	Iteration 126Q: 3 clusters Score -2.056058e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -20560598.000000 Penalty: 5744.548828
	Iteration 127Q: 3 clusters Score -2.05606e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -20560534.000000 Penalty: 5744.548828
	Iteration 128Q: 3 clusters Score -2.056053e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -20560516.000000 Penalty: 5744.548828
	Iteration 129Q: 3 clusters Score -2.056052e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -20560532.000000 Penalty: 5744.548828
	Iteration 130Q: 3 clusters Score -2.056053e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -20560560.000000 Penalty: 5744.548828
	Iteration 131Q: 3 clusters Score -2.056056e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -20560540.000000 Penalty: 5744.548828
	Iteration 132Q: 3 clusters Score -2.056054e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -20560572.000000 Penalty: 5744.548828
	Iteration 133Q: 3 clusters Score -2.056057e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -20560524.000000 Penalty: 5744.548828
	Iteration 134Q: 3 clusters Score -2.056052e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -20560538.000000 Penalty: 5744.548828
	Iteration 135Q: 3 clusters Score -2.056054e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -20560540.000000 Penalty: 5744.548828
	Iteration 136Q: 3 clusters Score -2.056054e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -20560514.000000 Penalty: 5744.548828
	Iteration 137Q: 3 clusters Score -2.056051e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -20560484.000000 Penalty: 5744.548828
	Iteration 138Q: 3 clusters Score -2.056048e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -20560486.000000 Penalty: 5744.548828
	Iteration 139Q: 3 clusters Score -2.056049e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -20560442.000000 Penalty: 5744.548828
	Iteration 140F: 3 clusters Score -2.056044e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -20560450.000000 Penalty: 5744.548828
	Iteration 141Q: 3 clusters Score -2.056045e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -20560448.000000 Penalty: 5744.548828
	Iteration 142Q: 3 clusters Score -2.056045e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -20560432.000000 Penalty: 5744.548828
	Iteration 143Q: 3 clusters Score -2.056043e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -20560454.000000 Penalty: 5744.548828
	Iteration 144Q: 3 clusters Score -2.056045e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -20560428.000000 Penalty: 5744.548828
	Iteration 145Q: 3 clusters Score -2.056043e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -20560384.000000 Penalty: 5744.548828
	Iteration 146Q: 3 clusters Score -2.056038e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -20560350.000000 Penalty: 5744.548828
	Iteration 147Q: 3 clusters Score -2.056035e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -20560334.000000 Penalty: 5744.548828
	Iteration 148Q: 3 clusters Score -2.056033e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -20560358.000000 Penalty: 5744.548828
	Iteration 149Q: 3 clusters Score -2.056036e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -20560352.000000 Penalty: 5744.548828
	Iteration 150Q: 3 clusters Score -2.056035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -20560336.000000 Penalty: 5744.548828
	Iteration 151Q: 3 clusters Score -2.056034e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -20560380.000000 Penalty: 5744.548828
	Iteration 152Q: 3 clusters Score -2.056038e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -20560382.000000 Penalty: 5744.548828
	Iteration 153Q: 3 clusters Score -2.056038e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -20560400.000000 Penalty: 5744.548828
	Iteration 154Q: 3 clusters Score -2.05604e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -20560386.000000 Penalty: 5744.548828
	Iteration 155Q: 3 clusters Score -2.056039e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -20560404.000000 Penalty: 5744.548828
	Iteration 156Q: 3 clusters Score -2.05604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -20560402.000000 Penalty: 5744.548828
	Iteration 157Q: 3 clusters Score -2.05604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -20560376.000000 Penalty: 5744.548828
	Iteration 158Q: 3 clusters Score -2.056038e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -20560366.000000 Penalty: 5744.548828
	Iteration 159Q: 3 clusters Score -2.056037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -20560372.000000 Penalty: 5744.548828
	Iteration 160F: 3 clusters Score -2.056037e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -20560376.000000 Penalty: 5744.548828
	Iteration 161Q: 3 clusters Score -2.056038e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -20560360.000000 Penalty: 5744.548828
	Iteration 162Q: 3 clusters Score -2.056036e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -20560404.000000 Penalty: 5744.548828
	Iteration 163Q: 3 clusters Score -2.05604e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -20560386.000000 Penalty: 5744.548828
	Iteration 164Q: 3 clusters Score -2.056039e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -20560372.000000 Penalty: 5744.548828
	Iteration 165Q: 3 clusters Score -2.056037e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -20560354.000000 Penalty: 5744.548828
	Iteration 166Q: 3 clusters Score -2.056035e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -20560344.000000 Penalty: 5744.548828
	Iteration 167Q: 3 clusters Score -2.056034e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -20560374.000000 Penalty: 5744.548828
	Iteration 168Q: 3 clusters Score -2.056037e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -20560382.000000 Penalty: 5744.548828
	Iteration 169Q: 3 clusters Score -2.056038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -20560422.000000 Penalty: 5744.548828
	Iteration 170Q: 3 clusters Score -2.056042e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -20560416.000000 Penalty: 5744.548828
	Iteration 171Q: 3 clusters Score -2.056042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -20560406.000000 Penalty: 5744.548828
	Iteration 172Q: 3 clusters Score -2.056041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -20560392.000000 Penalty: 5744.548828
	Iteration 173Q: 3 clusters Score -2.056039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -20560398.000000 Penalty: 5744.548828
	Iteration 174Q: 3 clusters Score -2.05604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -20560416.000000 Penalty: 5744.548828
	Iteration 175Q: 3 clusters Score -2.056042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -20560420.000000 Penalty: 5744.548828
	Iteration 176Q: 3 clusters Score -2.056042e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -20560424.000000 Penalty: 5744.548828
	Iteration 177Q: 3 clusters Score -2.056042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -20560418.000000 Penalty: 5744.548828
	Iteration 178Q: 3 clusters Score -2.056042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -20560444.000000 Penalty: 5744.548828
	Iteration 179Q: 3 clusters Score -2.056044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -20560440.000000 Penalty: 5744.548828
	Iteration 180F: 3 clusters Score -2.056044e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -20560470.000000 Penalty: 5744.548828
	Iteration 181Q: 3 clusters Score -2.056047e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -20560476.000000 Penalty: 5744.548828
	Iteration 182Q: 3 clusters Score -2.056048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -20560470.000000 Penalty: 5744.548828
	Iteration 183Q: 3 clusters Score -2.056047e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -20560460.000000 Penalty: 5744.548828
	Iteration 184Q: 3 clusters Score -2.056046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -20560480.000000 Penalty: 5744.548828
	Iteration 185Q: 3 clusters Score -2.056048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -20560492.000000 Penalty: 5744.548828
	Iteration 186Q: 3 clusters Score -2.056049e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -20560488.000000 Penalty: 5744.548828
	Iteration 187Q: 3 clusters Score -2.056049e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -20560496.000000 Penalty: 5744.548828
	Iteration 188Q: 3 clusters Score -2.05605e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -20560486.000000 Penalty: 5744.548828
	Iteration 189Q: 3 clusters Score -2.056049e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -20560482.000000 Penalty: 5744.548828
	Iteration 190Q: 3 clusters Score -2.056048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -20560472.000000 Penalty: 5744.548828
	Iteration 191Q: 3 clusters Score -2.056047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -20560484.000000 Penalty: 5744.548828
	Iteration 192Q: 3 clusters Score -2.056048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -20560450.000000 Penalty: 5744.548828
	Iteration 193Q: 3 clusters Score -2.056045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -20560476.000000 Penalty: 5744.548828
	Iteration 194Q: 3 clusters Score -2.056048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -20560470.000000 Penalty: 5744.548828
	Iteration 195Q: 3 clusters Score -2.056047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -20560466.000000 Penalty: 5744.548828
	Iteration 196Q: 3 clusters Score -2.056047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -20560462.000000 Penalty: 5744.548828
	Iteration 197Q: 3 clusters Score -2.056046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -20560454.000000 Penalty: 5744.548828
	Iteration 198Q: 3 clusters Score -2.056045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -20560456.000000 Penalty: 5744.548828
	Iteration 199Q: 3 clusters Score -2.056046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -20560458.000000 Penalty: 5744.548828
	Iteration 200F: 3 clusters Score -2.056046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -20560482.000000 Penalty: 5744.548828
	Iteration 201Q: 3 clusters Score -2.056048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -20560478.000000 Penalty: 5744.548828
	Iteration 202Q: 3 clusters Score -2.056048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -20560496.000000 Penalty: 5744.548828
	Iteration 203Q: 3 clusters Score -2.05605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -20560492.000000 Penalty: 5744.548828
	Iteration 204Q: 3 clusters Score -2.056049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -20560514.000000 Penalty: 5744.548828
	Iteration 205Q: 3 clusters Score -2.056051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -20560514.000000 Penalty: 5744.548828
	Iteration 206Q: 3 clusters Score -2.056051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -20560496.000000 Penalty: 5744.548828
	Iteration 207Q: 3 clusters Score -2.05605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -20560482.000000 Penalty: 5744.548828
	Iteration 208Q: 3 clusters Score -2.056048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -20560484.000000 Penalty: 5744.548828
	Iteration 209Q: 3 clusters Score -2.056048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -20560470.000000 Penalty: 5744.548828
	Iteration 210Q: 3 clusters Score -2.056047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -20560484.000000 Penalty: 5744.548828
	Iteration 211Q: 3 clusters Score -2.056048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -20560478.000000 Penalty: 5744.548828
	Iteration 212Q: 3 clusters Score -2.056048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -20560474.000000 Penalty: 5744.548828
	Iteration 213Q: 3 clusters Score -2.056047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -20560478.000000 Penalty: 5744.548828
	Iteration 214Q: 3 clusters Score -2.056048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -20560472.000000 Penalty: 5744.548828
	Iteration 215Q: 3 clusters Score -2.056047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -20560478.000000 Penalty: 5744.548828
	Iteration 216Q: 3 clusters Score -2.056048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -20560492.000000 Penalty: 5744.548828
	Iteration 217Q: 3 clusters Score -2.056049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -20560476.000000 Penalty: 5744.548828
	Iteration 218Q: 3 clusters Score -2.056048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -20560494.000000 Penalty: 5744.548828
	Iteration 219Q: 3 clusters Score -2.056049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -20560492.000000 Penalty: 5744.548828
	Iteration 220F: 3 clusters Score -2.056049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -20560498.000000 Penalty: 5744.548828
	Iteration 221Q: 3 clusters Score -2.05605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -20560530.000000 Penalty: 5744.548828
	Iteration 222Q: 3 clusters Score -2.056053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -20560504.000000 Penalty: 5744.548828
	Iteration 223Q: 3 clusters Score -2.05605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -20560488.000000 Penalty: 5744.548828
	Iteration 224Q: 3 clusters Score -2.056049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -20560502.000000 Penalty: 5744.548828
	Iteration 225Q: 3 clusters Score -2.05605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -20560462.000000 Penalty: 5744.548828
	Iteration 226Q: 3 clusters Score -2.056046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -20560462.000000 Penalty: 5744.548828
	Iteration 227Q: 3 clusters Score -2.056046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -20560458.000000 Penalty: 5744.548828
	Iteration 228Q: 3 clusters Score -2.056046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -20560450.000000 Penalty: 5744.548828
	Iteration 229Q: 3 clusters Score -2.056045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -20560454.000000 Penalty: 5744.548828
	Iteration 230Q: 3 clusters Score -2.056045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -20560460.000000 Penalty: 5744.548828
	Iteration 231Q: 3 clusters Score -2.056046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -20560456.000000 Penalty: 5744.548828
	Iteration 232Q: 3 clusters Score -2.056046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -20560460.000000 Penalty: 5744.548828
	Iteration 233Q: 3 clusters Score -2.056046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -20560460.000000 Penalty: 5744.548828
	Iteration 234Q: 3 clusters Score -2.056046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -20560450.000000 Penalty: 5744.548828
	Iteration 235Q: 3 clusters Score -2.056045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -20560444.000000 Penalty: 5744.548828
	Iteration 236Q: 3 clusters Score -2.056044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -20560462.000000 Penalty: 5744.548828
	Iteration 237Q: 3 clusters Score -2.056046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -20560460.000000 Penalty: 5744.548828
	Iteration 238Q: 3 clusters Score -2.056046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -20560480.000000 Penalty: 5744.548828
	Iteration 239Q: 3 clusters Score -2.056048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -20560464.000000 Penalty: 5744.548828
	Iteration 240F: 3 clusters Score -2.056046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -20560448.000000 Penalty: 5744.548828
	Iteration 241Q: 3 clusters Score -2.056045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -20560462.000000 Penalty: 5744.548828
	Iteration 242Q: 3 clusters Score -2.056046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -20560460.000000 Penalty: 5744.548828
	Iteration 243Q: 3 clusters Score -2.056046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -20560470.000000 Penalty: 5744.548828
	Iteration 244Q: 3 clusters Score -2.056047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -20560480.000000 Penalty: 5744.548828
	Iteration 245Q: 3 clusters Score -2.056048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -20560486.000000 Penalty: 5744.548828
	Iteration 246Q: 3 clusters Score -2.056049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -20560490.000000 Penalty: 5744.548828
	Iteration 247Q: 3 clusters Score -2.056049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -20560500.000000 Penalty: 5744.548828
	Iteration 248Q: 3 clusters Score -2.05605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -20560498.000000 Penalty: 5744.548828
	Iteration 249Q: 3 clusters Score -2.05605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -20560482.000000 Penalty: 5744.548828
	Iteration 250Q: 3 clusters Score -2.056048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -20560472.000000 Penalty: 5744.548828
	Iteration 251Q: 3 clusters Score -2.056047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -20560484.000000 Penalty: 5744.548828
	Iteration 252Q: 3 clusters Score -2.056048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -20560482.000000 Penalty: 5744.548828
	Iteration 253Q: 3 clusters Score -2.056048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -20560466.000000 Penalty: 5744.548828
	Iteration 254Q: 3 clusters Score -2.056047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -20560450.000000 Penalty: 5744.548828
	Iteration 255Q: 3 clusters Score -2.056045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -20560440.000000 Penalty: 5744.548828
	Iteration 256Q: 3 clusters Score -2.056044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -20560430.000000 Penalty: 5744.548828
	Iteration 257Q: 3 clusters Score -2.056043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -20560416.000000 Penalty: 5744.548828
	Iteration 258Q: 3 clusters Score -2.056042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -20560442.000000 Penalty: 5744.548828
	Iteration 259Q: 3 clusters Score -2.056044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -20560446.000000 Penalty: 5744.548828
	Iteration 260F: 3 clusters Score -2.056045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -20560430.000000 Penalty: 5744.548828
	Iteration 261Q: 3 clusters Score -2.056043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -20560450.000000 Penalty: 5744.548828
	Iteration 262Q: 3 clusters Score -2.056045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -20560448.000000 Penalty: 5744.548828
	Iteration 263Q: 3 clusters Score -2.056045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -20560462.000000 Penalty: 5744.548828
	Iteration 264Q: 3 clusters Score -2.056046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -20560440.000000 Penalty: 5744.548828
	Iteration 265Q: 3 clusters Score -2.056044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -20560470.000000 Penalty: 5744.548828
	Iteration 266Q: 3 clusters Score -2.056047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -20560438.000000 Penalty: 5744.548828
	Iteration 267Q: 3 clusters Score -2.056044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -20560436.000000 Penalty: 5744.548828
	Iteration 268Q: 3 clusters Score -2.056044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -20560450.000000 Penalty: 5744.548828
	Iteration 269Q: 3 clusters Score -2.056045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -20560460.000000 Penalty: 5744.548828
	Iteration 270Q: 3 clusters Score -2.056046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -20560458.000000 Penalty: 5744.548828
	Iteration 271Q: 3 clusters Score -2.056046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -20560462.000000 Penalty: 5744.548828
	Iteration 272Q: 3 clusters Score -2.056046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -20560492.000000 Penalty: 5744.548828
	Iteration 273Q: 3 clusters Score -2.056049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -20560470.000000 Penalty: 5744.548828
	Iteration 274Q: 3 clusters Score -2.056047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -20560482.000000 Penalty: 5744.548828
	Iteration 275Q: 3 clusters Score -2.056048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -20560478.000000 Penalty: 5744.548828
	Iteration 276Q: 3 clusters Score -2.056048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -20560466.000000 Penalty: 5744.548828
	Iteration 277Q: 3 clusters Score -2.056047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -20560466.000000 Penalty: 5744.548828
	Iteration 278F: 3 clusters Score -2.056047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 114557 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Entering Unmasked Estep 
Score: -160462496.000000 Penalty: 77801.140625
Splitting cluster 7 changes total score from -160375216.000000 to -160462496.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (114557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Entering Unmasked Estep 
Score: -21403738.000000 Penalty: 2888.909180
	Iteration 0F: 2 clusters Score -2.140374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -21427850.000000 Penalty: 5777.818359
	Iteration 0F: 3 clusters Score -2.142785e+07 nChanged 54380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -21458388.000000 Penalty: 5777.818359
	Iteration 1F: 3 clusters Score -2.145839e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -21459420.000000 Penalty: 5777.818359
	Iteration 2F: 3 clusters Score -2.145942e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -21460010.000000 Penalty: 5777.818359
	Iteration 3Q: 3 clusters Score -2.146001e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -21460898.000000 Penalty: 5777.818359
	Iteration 4F: 3 clusters Score -2.14609e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -21461852.000000 Penalty: 5777.818359
	Iteration 5Q: 3 clusters Score -2.146185e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -21463378.000000 Penalty: 5777.818359
	Iteration 6Q: 3 clusters Score -2.146338e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -21465752.000000 Penalty: 5777.818359
	Iteration 7Q: 3 clusters Score -2.146575e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -21469606.000000 Penalty: 5777.818359
	Iteration 8F: 3 clusters Score -2.146961e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -21474788.000000 Penalty: 5777.818359
	Iteration 9F: 3 clusters Score -2.147479e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -21478682.000000 Penalty: 5777.818359
	Iteration 10F: 3 clusters Score -2.147868e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -21480138.000000 Penalty: 5777.818359
	Iteration 11Q: 3 clusters Score -2.148014e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -21480338.000000 Penalty: 5777.818359
	Iteration 12Q: 3 clusters Score -2.148034e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -21480364.000000 Penalty: 5777.818359
	Iteration 13Q: 3 clusters Score -2.148036e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -21480470.000000 Penalty: 5777.818359
	Iteration 14Q: 3 clusters Score -2.148047e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -21480524.000000 Penalty: 5777.818359
	Iteration 15Q: 3 clusters Score -2.148052e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -21480488.000000 Penalty: 5777.818359
	Iteration 16Q: 3 clusters Score -2.148049e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -21480494.000000 Penalty: 5777.818359
	Iteration 17Q: 3 clusters Score -2.148049e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -21480474.000000 Penalty: 5777.818359
	Iteration 18Q: 3 clusters Score -2.148047e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -21480400.000000 Penalty: 5777.818359
	Iteration 19Q: 3 clusters Score -2.14804e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -21480348.000000 Penalty: 5777.818359
	Iteration 20F: 3 clusters Score -2.148035e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -21480288.000000 Penalty: 5777.818359
	Iteration 21Q: 3 clusters Score -2.148029e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 22Q: 3 clusters Score -2.148019e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -21480224.000000 Penalty: 5777.818359
	Iteration 23Q: 3 clusters Score -2.148022e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -21480214.000000 Penalty: 5777.818359
	Iteration 24Q: 3 clusters Score -2.148021e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -21480154.000000 Penalty: 5777.818359
	Iteration 25Q: 3 clusters Score -2.148015e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -21480130.000000 Penalty: 5777.818359
	Iteration 26Q: 3 clusters Score -2.148013e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -21480072.000000 Penalty: 5777.818359
	Iteration 27Q: 3 clusters Score -2.148007e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -21480028.000000 Penalty: 5777.818359
	Iteration 28Q: 3 clusters Score -2.148003e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -21479996.000000 Penalty: 5777.818359
	Iteration 29Q: 3 clusters Score -2.148e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -21480074.000000 Penalty: 5777.818359
	Iteration 30Q: 3 clusters Score -2.148007e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -21480092.000000 Penalty: 5777.818359
	Iteration 31Q: 3 clusters Score -2.148009e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -21480118.000000 Penalty: 5777.818359
	Iteration 32Q: 3 clusters Score -2.148012e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -21480142.000000 Penalty: 5777.818359
	Iteration 33Q: 3 clusters Score -2.148014e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -21480152.000000 Penalty: 5777.818359
	Iteration 34Q: 3 clusters Score -2.148015e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 35Q: 3 clusters Score -2.148021e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -21480264.000000 Penalty: 5777.818359
	Iteration 36Q: 3 clusters Score -2.148026e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -21480238.000000 Penalty: 5777.818359
	Iteration 37Q: 3 clusters Score -2.148024e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -21480240.000000 Penalty: 5777.818359
	Iteration 38Q: 3 clusters Score -2.148024e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -21480264.000000 Penalty: 5777.818359
	Iteration 39Q: 3 clusters Score -2.148026e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -21480342.000000 Penalty: 5777.818359
	Iteration 40F: 3 clusters Score -2.148034e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -21480326.000000 Penalty: 5777.818359
	Iteration 41Q: 3 clusters Score -2.148033e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -21480322.000000 Penalty: 5777.818359
	Iteration 42Q: 3 clusters Score -2.148032e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -21480356.000000 Penalty: 5777.818359
	Iteration 43Q: 3 clusters Score -2.148036e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -21480350.000000 Penalty: 5777.818359
	Iteration 44Q: 3 clusters Score -2.148035e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -21480316.000000 Penalty: 5777.818359
	Iteration 45Q: 3 clusters Score -2.148032e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -21480314.000000 Penalty: 5777.818359
	Iteration 46Q: 3 clusters Score -2.148031e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -21480314.000000 Penalty: 5777.818359
	Iteration 47Q: 3 clusters Score -2.148031e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -21480312.000000 Penalty: 5777.818359
	Iteration 48Q: 3 clusters Score -2.148031e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -21480350.000000 Penalty: 5777.818359
	Iteration 49Q: 3 clusters Score -2.148035e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -21480340.000000 Penalty: 5777.818359
	Iteration 50Q: 3 clusters Score -2.148034e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -21480308.000000 Penalty: 5777.818359
	Iteration 51Q: 3 clusters Score -2.148031e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -21480290.000000 Penalty: 5777.818359
	Iteration 52Q: 3 clusters Score -2.148029e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -21480294.000000 Penalty: 5777.818359
	Iteration 53Q: 3 clusters Score -2.148029e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -21480266.000000 Penalty: 5777.818359
	Iteration 54Q: 3 clusters Score -2.148027e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -21480224.000000 Penalty: 5777.818359
	Iteration 55Q: 3 clusters Score -2.148022e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -21480286.000000 Penalty: 5777.818359
	Iteration 56Q: 3 clusters Score -2.148029e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -21480280.000000 Penalty: 5777.818359
	Iteration 57Q: 3 clusters Score -2.148028e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -21480288.000000 Penalty: 5777.818359
	Iteration 58Q: 3 clusters Score -2.148029e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -21480298.000000 Penalty: 5777.818359
	Iteration 59Q: 3 clusters Score -2.14803e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -21480302.000000 Penalty: 5777.818359
	Iteration 60F: 3 clusters Score -2.14803e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -21480272.000000 Penalty: 5777.818359
	Iteration 61Q: 3 clusters Score -2.148027e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -21480230.000000 Penalty: 5777.818359
	Iteration 62Q: 3 clusters Score -2.148023e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -21480244.000000 Penalty: 5777.818359
	Iteration 63Q: 3 clusters Score -2.148024e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -21480244.000000 Penalty: 5777.818359
	Iteration 64Q: 3 clusters Score -2.148024e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -21480280.000000 Penalty: 5777.818359
	Iteration 65Q: 3 clusters Score -2.148028e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -21480308.000000 Penalty: 5777.818359
	Iteration 66Q: 3 clusters Score -2.148031e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -21480318.000000 Penalty: 5777.818359
	Iteration 67Q: 3 clusters Score -2.148032e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -21480330.000000 Penalty: 5777.818359
	Iteration 68Q: 3 clusters Score -2.148033e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -21480294.000000 Penalty: 5777.818359
	Iteration 69Q: 3 clusters Score -2.148029e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -21480290.000000 Penalty: 5777.818359
	Iteration 70Q: 3 clusters Score -2.148029e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -21480308.000000 Penalty: 5777.818359
	Iteration 71Q: 3 clusters Score -2.148031e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -21480298.000000 Penalty: 5777.818359
	Iteration 72Q: 3 clusters Score -2.14803e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -21480322.000000 Penalty: 5777.818359
	Iteration 73Q: 3 clusters Score -2.148032e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -21480322.000000 Penalty: 5777.818359
	Iteration 74Q: 3 clusters Score -2.148032e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -21480342.000000 Penalty: 5777.818359
	Iteration 75Q: 3 clusters Score -2.148034e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -21480310.000000 Penalty: 5777.818359
	Iteration 76Q: 3 clusters Score -2.148031e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -21480296.000000 Penalty: 5777.818359
	Iteration 77Q: 3 clusters Score -2.14803e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -21480304.000000 Penalty: 5777.818359
	Iteration 78Q: 3 clusters Score -2.14803e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -21480316.000000 Penalty: 5777.818359
	Iteration 79Q: 3 clusters Score -2.148032e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -21480338.000000 Penalty: 5777.818359
	Iteration 80F: 3 clusters Score -2.148034e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -21480354.000000 Penalty: 5777.818359
	Iteration 81Q: 3 clusters Score -2.148035e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -21480334.000000 Penalty: 5777.818359
	Iteration 82Q: 3 clusters Score -2.148033e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -21480356.000000 Penalty: 5777.818359
	Iteration 83Q: 3 clusters Score -2.148036e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -21480348.000000 Penalty: 5777.818359
	Iteration 84Q: 3 clusters Score -2.148035e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -21480346.000000 Penalty: 5777.818359
	Iteration 85Q: 3 clusters Score -2.148035e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -21480358.000000 Penalty: 5777.818359
	Iteration 86Q: 3 clusters Score -2.148036e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -21480360.000000 Penalty: 5777.818359
	Iteration 87Q: 3 clusters Score -2.148036e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -21480364.000000 Penalty: 5777.818359
	Iteration 88Q: 3 clusters Score -2.148036e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -21480394.000000 Penalty: 5777.818359
	Iteration 89Q: 3 clusters Score -2.148039e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -21480362.000000 Penalty: 5777.818359
	Iteration 90Q: 3 clusters Score -2.148036e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -21480308.000000 Penalty: 5777.818359
	Iteration 91Q: 3 clusters Score -2.148031e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -21480322.000000 Penalty: 5777.818359
	Iteration 92Q: 3 clusters Score -2.148032e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -21480316.000000 Penalty: 5777.818359
	Iteration 93Q: 3 clusters Score -2.148032e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -21480336.000000 Penalty: 5777.818359
	Iteration 94Q: 3 clusters Score -2.148034e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -21480300.000000 Penalty: 5777.818359
	Iteration 95Q: 3 clusters Score -2.14803e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -21480296.000000 Penalty: 5777.818359
	Iteration 96Q: 3 clusters Score -2.14803e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -21480250.000000 Penalty: 5777.818359
	Iteration 97Q: 3 clusters Score -2.148025e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 98Q: 3 clusters Score -2.148019e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -21480152.000000 Penalty: 5777.818359
	Iteration 99Q: 3 clusters Score -2.148015e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -21480128.000000 Penalty: 5777.818359
	Iteration 100F: 3 clusters Score -2.148013e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -21480118.000000 Penalty: 5777.818359
	Iteration 101Q: 3 clusters Score -2.148012e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 102Q: 3 clusters Score -2.148017e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 103Q: 3 clusters Score -2.148019e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -21480146.000000 Penalty: 5777.818359
	Iteration 104Q: 3 clusters Score -2.148015e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 105Q: 3 clusters Score -2.148018e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -21480168.000000 Penalty: 5777.818359
	Iteration 106Q: 3 clusters Score -2.148017e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 107Q: 3 clusters Score -2.148018e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -21480242.000000 Penalty: 5777.818359
	Iteration 108Q: 3 clusters Score -2.148024e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -21480226.000000 Penalty: 5777.818359
	Iteration 109Q: 3 clusters Score -2.148023e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 110Q: 3 clusters Score -2.148022e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -21480236.000000 Penalty: 5777.818359
	Iteration 111Q: 3 clusters Score -2.148024e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 112Q: 3 clusters Score -2.148019e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 113Q: 3 clusters Score -2.148019e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 114Q: 3 clusters Score -2.148018e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -21480204.000000 Penalty: 5777.818359
	Iteration 115Q: 3 clusters Score -2.14802e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -21480198.000000 Penalty: 5777.818359
	Iteration 116Q: 3 clusters Score -2.14802e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 117Q: 3 clusters Score -2.148016e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 118Q: 3 clusters Score -2.148018e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 119Q: 3 clusters Score -2.148017e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 120F: 3 clusters Score -2.14802e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -21480204.000000 Penalty: 5777.818359
	Iteration 121Q: 3 clusters Score -2.14802e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 122Q: 3 clusters Score -2.14802e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -21480240.000000 Penalty: 5777.818359
	Iteration 123Q: 3 clusters Score -2.148024e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 124Q: 3 clusters Score -2.148022e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -21480234.000000 Penalty: 5777.818359
	Iteration 125Q: 3 clusters Score -2.148023e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -21480230.000000 Penalty: 5777.818359
	Iteration 126Q: 3 clusters Score -2.148023e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -21480232.000000 Penalty: 5777.818359
	Iteration 127Q: 3 clusters Score -2.148023e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -21480194.000000 Penalty: 5777.818359
	Iteration 128Q: 3 clusters Score -2.148019e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 129Q: 3 clusters Score -2.148018e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -21480192.000000 Penalty: 5777.818359
	Iteration 130Q: 3 clusters Score -2.148019e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -21480162.000000 Penalty: 5777.818359
	Iteration 131Q: 3 clusters Score -2.148016e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -21480192.000000 Penalty: 5777.818359
	Iteration 132Q: 3 clusters Score -2.148019e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 133Q: 3 clusters Score -2.148016e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -21480142.000000 Penalty: 5777.818359
	Iteration 134Q: 3 clusters Score -2.148014e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -21480118.000000 Penalty: 5777.818359
	Iteration 135Q: 3 clusters Score -2.148012e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -21480150.000000 Penalty: 5777.818359
	Iteration 136Q: 3 clusters Score -2.148015e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -21480128.000000 Penalty: 5777.818359
	Iteration 137Q: 3 clusters Score -2.148013e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 138Q: 3 clusters Score -2.148019e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -21480134.000000 Penalty: 5777.818359
	Iteration 139Q: 3 clusters Score -2.148013e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -21480092.000000 Penalty: 5777.818359
	Iteration 140F: 3 clusters Score -2.148009e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -21480146.000000 Penalty: 5777.818359
	Iteration 141Q: 3 clusters Score -2.148015e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -21480162.000000 Penalty: 5777.818359
	Iteration 142Q: 3 clusters Score -2.148016e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 143Q: 3 clusters Score -2.148018e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -21480168.000000 Penalty: 5777.818359
	Iteration 144Q: 3 clusters Score -2.148017e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 145Q: 3 clusters Score -2.148016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -21480172.000000 Penalty: 5777.818359
	Iteration 146Q: 3 clusters Score -2.148017e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -21480154.000000 Penalty: 5777.818359
	Iteration 147Q: 3 clusters Score -2.148015e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -21480168.000000 Penalty: 5777.818359
	Iteration 148Q: 3 clusters Score -2.148017e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -21480122.000000 Penalty: 5777.818359
	Iteration 149Q: 3 clusters Score -2.148012e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -21480132.000000 Penalty: 5777.818359
	Iteration 150Q: 3 clusters Score -2.148013e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -21480132.000000 Penalty: 5777.818359
	Iteration 151Q: 3 clusters Score -2.148013e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -21480142.000000 Penalty: 5777.818359
	Iteration 152Q: 3 clusters Score -2.148014e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -21480148.000000 Penalty: 5777.818359
	Iteration 153Q: 3 clusters Score -2.148015e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 154Q: 3 clusters Score -2.148017e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 155Q: 3 clusters Score -2.148018e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -21480146.000000 Penalty: 5777.818359
	Iteration 156Q: 3 clusters Score -2.148015e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 157Q: 3 clusters Score -2.148016e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -21480134.000000 Penalty: 5777.818359
	Iteration 158Q: 3 clusters Score -2.148013e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -21480140.000000 Penalty: 5777.818359
	Iteration 159Q: 3 clusters Score -2.148014e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -21480132.000000 Penalty: 5777.818359
	Iteration 160F: 3 clusters Score -2.148013e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -21480120.000000 Penalty: 5777.818359
	Iteration 161Q: 3 clusters Score -2.148012e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -21480130.000000 Penalty: 5777.818359
	Iteration 162Q: 3 clusters Score -2.148013e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -21480162.000000 Penalty: 5777.818359
	Iteration 163Q: 3 clusters Score -2.148016e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 164Q: 3 clusters Score -2.148021e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -21480232.000000 Penalty: 5777.818359
	Iteration 165Q: 3 clusters Score -2.148023e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 166Q: 3 clusters Score -2.14802e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -21480166.000000 Penalty: 5777.818359
	Iteration 167Q: 3 clusters Score -2.148017e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -21480192.000000 Penalty: 5777.818359
	Iteration 168Q: 3 clusters Score -2.148019e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -21480218.000000 Penalty: 5777.818359
	Iteration 169Q: 3 clusters Score -2.148022e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 170Q: 3 clusters Score -2.148022e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -21480234.000000 Penalty: 5777.818359
	Iteration 171Q: 3 clusters Score -2.148023e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -21480242.000000 Penalty: 5777.818359
	Iteration 172Q: 3 clusters Score -2.148024e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -21480248.000000 Penalty: 5777.818359
	Iteration 173Q: 3 clusters Score -2.148025e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -21480244.000000 Penalty: 5777.818359
	Iteration 174Q: 3 clusters Score -2.148024e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -21480234.000000 Penalty: 5777.818359
	Iteration 175Q: 3 clusters Score -2.148023e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -21480234.000000 Penalty: 5777.818359
	Iteration 176Q: 3 clusters Score -2.148023e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -21480200.000000 Penalty: 5777.818359
	Iteration 177Q: 3 clusters Score -2.14802e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 178Q: 3 clusters Score -2.148021e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -21480222.000000 Penalty: 5777.818359
	Iteration 179Q: 3 clusters Score -2.148022e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -21480242.000000 Penalty: 5777.818359
	Iteration 180F: 3 clusters Score -2.148024e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -21480270.000000 Penalty: 5777.818359
	Iteration 181Q: 3 clusters Score -2.148027e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -21480246.000000 Penalty: 5777.818359
	Iteration 182Q: 3 clusters Score -2.148025e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -21480236.000000 Penalty: 5777.818359
	Iteration 183Q: 3 clusters Score -2.148024e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -21480226.000000 Penalty: 5777.818359
	Iteration 184Q: 3 clusters Score -2.148023e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 185Q: 3 clusters Score -2.148019e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 186Q: 3 clusters Score -2.148022e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -21480268.000000 Penalty: 5777.818359
	Iteration 187Q: 3 clusters Score -2.148027e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -21480282.000000 Penalty: 5777.818359
	Iteration 188Q: 3 clusters Score -2.148028e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -21480316.000000 Penalty: 5777.818359
	Iteration 189Q: 3 clusters Score -2.148032e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -21480262.000000 Penalty: 5777.818359
	Iteration 190Q: 3 clusters Score -2.148026e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -21480276.000000 Penalty: 5777.818359
	Iteration 191Q: 3 clusters Score -2.148028e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 192Q: 3 clusters Score -2.148022e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -21480246.000000 Penalty: 5777.818359
	Iteration 193Q: 3 clusters Score -2.148025e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -21480284.000000 Penalty: 5777.818359
	Iteration 194Q: 3 clusters Score -2.148028e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -21480272.000000 Penalty: 5777.818359
	Iteration 195Q: 3 clusters Score -2.148027e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -21480214.000000 Penalty: 5777.818359
	Iteration 196Q: 3 clusters Score -2.148021e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -21480228.000000 Penalty: 5777.818359
	Iteration 197Q: 3 clusters Score -2.148023e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -21480258.000000 Penalty: 5777.818359
	Iteration 198Q: 3 clusters Score -2.148026e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -21480212.000000 Penalty: 5777.818359
	Iteration 199Q: 3 clusters Score -2.148021e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 200F: 3 clusters Score -2.148022e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -21480212.000000 Penalty: 5777.818359
	Iteration 201Q: 3 clusters Score -2.148021e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -21480200.000000 Penalty: 5777.818359
	Iteration 202Q: 3 clusters Score -2.14802e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -21480264.000000 Penalty: 5777.818359
	Iteration 203Q: 3 clusters Score -2.148026e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -21480316.000000 Penalty: 5777.818359
	Iteration 204Q: 3 clusters Score -2.148032e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -21480312.000000 Penalty: 5777.818359
	Iteration 205Q: 3 clusters Score -2.148031e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -21480284.000000 Penalty: 5777.818359
	Iteration 206Q: 3 clusters Score -2.148028e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -21480246.000000 Penalty: 5777.818359
	Iteration 207Q: 3 clusters Score -2.148025e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -21480260.000000 Penalty: 5777.818359
	Iteration 208Q: 3 clusters Score -2.148026e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -21480234.000000 Penalty: 5777.818359
	Iteration 209Q: 3 clusters Score -2.148023e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 210Q: 3 clusters Score -2.148021e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 211Q: 3 clusters Score -2.148019e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -21480204.000000 Penalty: 5777.818359
	Iteration 212Q: 3 clusters Score -2.14802e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -21480202.000000 Penalty: 5777.818359
	Iteration 213Q: 3 clusters Score -2.14802e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -21480220.000000 Penalty: 5777.818359
	Iteration 214Q: 3 clusters Score -2.148022e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 215Q: 3 clusters Score -2.148018e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 216Q: 3 clusters Score -2.148018e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -21480168.000000 Penalty: 5777.818359
	Iteration 217Q: 3 clusters Score -2.148017e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 218Q: 3 clusters Score -2.14802e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -21480180.000000 Penalty: 5777.818359
	Iteration 219Q: 3 clusters Score -2.148018e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -21480162.000000 Penalty: 5777.818359
	Iteration 220F: 3 clusters Score -2.148016e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -21480144.000000 Penalty: 5777.818359
	Iteration 221Q: 3 clusters Score -2.148014e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -21480172.000000 Penalty: 5777.818359
	Iteration 222Q: 3 clusters Score -2.148017e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 223Q: 3 clusters Score -2.148019e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -21480194.000000 Penalty: 5777.818359
	Iteration 224Q: 3 clusters Score -2.148019e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 225Q: 3 clusters Score -2.148018e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -21480200.000000 Penalty: 5777.818359
	Iteration 226Q: 3 clusters Score -2.14802e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 227Q: 3 clusters Score -2.148018e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 228Q: 3 clusters Score -2.148016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 229Q: 3 clusters Score -2.148019e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -21480194.000000 Penalty: 5777.818359
	Iteration 230Q: 3 clusters Score -2.148019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -21480220.000000 Penalty: 5777.818359
	Iteration 231Q: 3 clusters Score -2.148022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -21480194.000000 Penalty: 5777.818359
	Iteration 232Q: 3 clusters Score -2.148019e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -21480206.000000 Penalty: 5777.818359
	Iteration 233Q: 3 clusters Score -2.148021e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -21480210.000000 Penalty: 5777.818359
	Iteration 234Q: 3 clusters Score -2.148021e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -21480172.000000 Penalty: 5777.818359
	Iteration 235Q: 3 clusters Score -2.148017e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 236Q: 3 clusters Score -2.148019e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -21480148.000000 Penalty: 5777.818359
	Iteration 237Q: 3 clusters Score -2.148015e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -21480172.000000 Penalty: 5777.818359
	Iteration 238Q: 3 clusters Score -2.148017e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -21480140.000000 Penalty: 5777.818359
	Iteration 239Q: 3 clusters Score -2.148014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -21480136.000000 Penalty: 5777.818359
	Iteration 240F: 3 clusters Score -2.148014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -21480112.000000 Penalty: 5777.818359
	Iteration 241Q: 3 clusters Score -2.148011e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -21480098.000000 Penalty: 5777.818359
	Iteration 242Q: 3 clusters Score -2.14801e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -21480114.000000 Penalty: 5777.818359
	Iteration 243Q: 3 clusters Score -2.148011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -21480110.000000 Penalty: 5777.818359
	Iteration 244Q: 3 clusters Score -2.148011e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -21480100.000000 Penalty: 5777.818359
	Iteration 245Q: 3 clusters Score -2.14801e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -21480100.000000 Penalty: 5777.818359
	Iteration 246Q: 3 clusters Score -2.14801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -21480106.000000 Penalty: 5777.818359
	Iteration 247Q: 3 clusters Score -2.148011e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -21480122.000000 Penalty: 5777.818359
	Iteration 248Q: 3 clusters Score -2.148012e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -21480146.000000 Penalty: 5777.818359
	Iteration 249Q: 3 clusters Score -2.148015e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -21480148.000000 Penalty: 5777.818359
	Iteration 250Q: 3 clusters Score -2.148015e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 251Q: 3 clusters Score -2.14802e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 252Q: 3 clusters Score -2.148016e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -21480162.000000 Penalty: 5777.818359
	Iteration 253Q: 3 clusters Score -2.148016e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 254Q: 3 clusters Score -2.148021e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 255Q: 3 clusters Score -2.148019e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 256Q: 3 clusters Score -2.148019e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 257Q: 3 clusters Score -2.148017e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -21480180.000000 Penalty: 5777.818359
	Iteration 258Q: 3 clusters Score -2.148018e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 259Q: 3 clusters Score -2.148017e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 260F: 3 clusters Score -2.148017e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -21480166.000000 Penalty: 5777.818359
	Iteration 261Q: 3 clusters Score -2.148017e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -21480150.000000 Penalty: 5777.818359
	Iteration 262Q: 3 clusters Score -2.148015e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -21480176.000000 Penalty: 5777.818359
	Iteration 263Q: 3 clusters Score -2.148018e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -21480232.000000 Penalty: 5777.818359
	Iteration 264Q: 3 clusters Score -2.148023e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -21480192.000000 Penalty: 5777.818359
	Iteration 265Q: 3 clusters Score -2.148019e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -21480238.000000 Penalty: 5777.818359
	Iteration 266Q: 3 clusters Score -2.148024e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -21480224.000000 Penalty: 5777.818359
	Iteration 267Q: 3 clusters Score -2.148022e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -21480238.000000 Penalty: 5777.818359
	Iteration 268Q: 3 clusters Score -2.148024e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 269Q: 3 clusters Score -2.148022e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -21480242.000000 Penalty: 5777.818359
	Iteration 270Q: 3 clusters Score -2.148024e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -21480260.000000 Penalty: 5777.818359
	Iteration 271Q: 3 clusters Score -2.148026e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -21480264.000000 Penalty: 5777.818359
	Iteration 272Q: 3 clusters Score -2.148026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -21480256.000000 Penalty: 5777.818359
	Iteration 273Q: 3 clusters Score -2.148026e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -21480240.000000 Penalty: 5777.818359
	Iteration 274Q: 3 clusters Score -2.148024e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -21480268.000000 Penalty: 5777.818359
	Iteration 275Q: 3 clusters Score -2.148027e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -21480272.000000 Penalty: 5777.818359
	Iteration 276Q: 3 clusters Score -2.148027e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -21480256.000000 Penalty: 5777.818359
	Iteration 277Q: 3 clusters Score -2.148026e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -21480262.000000 Penalty: 5777.818359
	Iteration 278Q: 3 clusters Score -2.148026e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -21480268.000000 Penalty: 5777.818359
	Iteration 279Q: 3 clusters Score -2.148027e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -21480262.000000 Penalty: 5777.818359
	Iteration 280F: 3 clusters Score -2.148026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -21480244.000000 Penalty: 5777.818359
	Iteration 281Q: 3 clusters Score -2.148024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -21480244.000000 Penalty: 5777.818359
	Iteration 282Q: 3 clusters Score -2.148024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -21480220.000000 Penalty: 5777.818359
	Iteration 283Q: 3 clusters Score -2.148022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -21480212.000000 Penalty: 5777.818359
	Iteration 284Q: 3 clusters Score -2.148021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -21480228.000000 Penalty: 5777.818359
	Iteration 285Q: 3 clusters Score -2.148023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -21480238.000000 Penalty: 5777.818359
	Iteration 286Q: 3 clusters Score -2.148024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -21480234.000000 Penalty: 5777.818359
	Iteration 287Q: 3 clusters Score -2.148023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -21480234.000000 Penalty: 5777.818359
	Iteration 288Q: 3 clusters Score -2.148023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -21480260.000000 Penalty: 5777.818359
	Iteration 289Q: 3 clusters Score -2.148026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -21480258.000000 Penalty: 5777.818359
	Iteration 290Q: 3 clusters Score -2.148026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -21480242.000000 Penalty: 5777.818359
	Iteration 291Q: 3 clusters Score -2.148024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -21480222.000000 Penalty: 5777.818359
	Iteration 292Q: 3 clusters Score -2.148022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -21480230.000000 Penalty: 5777.818359
	Iteration 293Q: 3 clusters Score -2.148023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -21480230.000000 Penalty: 5777.818359
	Iteration 294Q: 3 clusters Score -2.148023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -21480232.000000 Penalty: 5777.818359
	Iteration 295Q: 3 clusters Score -2.148023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -21480220.000000 Penalty: 5777.818359
	Iteration 296Q: 3 clusters Score -2.148022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 55605 members 
Entering Unmasked Estep 
Score: -21480200.000000 Penalty: 5777.818359
	Iteration 297Q: 3 clusters Score -2.14802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -21480194.000000 Penalty: 5777.818359
	Iteration 298Q: 3 clusters Score -2.148019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 299Q: 3 clusters Score -2.148018e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -21480158.000000 Penalty: 5777.818359
	Iteration 300F: 3 clusters Score -2.148016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 301Q: 3 clusters Score -2.148019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -21480212.000000 Penalty: 5777.818359
	Iteration 302Q: 3 clusters Score -2.148021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 303Q: 3 clusters Score -2.148021e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -21480192.000000 Penalty: 5777.818359
	Iteration 304Q: 3 clusters Score -2.148019e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 305Q: 3 clusters Score -2.148019e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 306Q: 3 clusters Score -2.148017e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 307Q: 3 clusters Score -2.148017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -21480150.000000 Penalty: 5777.818359
	Iteration 308Q: 3 clusters Score -2.148015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -21480136.000000 Penalty: 5777.818359
	Iteration 309Q: 3 clusters Score -2.148014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -21480152.000000 Penalty: 5777.818359
	Iteration 310Q: 3 clusters Score -2.148015e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 311Q: 3 clusters Score -2.148017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -21480130.000000 Penalty: 5777.818359
	Iteration 312Q: 3 clusters Score -2.148013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -21480134.000000 Penalty: 5777.818359
	Iteration 313Q: 3 clusters Score -2.148013e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -21480148.000000 Penalty: 5777.818359
	Iteration 314Q: 3 clusters Score -2.148015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -21480162.000000 Penalty: 5777.818359
	Iteration 315Q: 3 clusters Score -2.148016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -21480132.000000 Penalty: 5777.818359
	Iteration 316Q: 3 clusters Score -2.148013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -21480130.000000 Penalty: 5777.818359
	Iteration 317Q: 3 clusters Score -2.148013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -21480152.000000 Penalty: 5777.818359
	Iteration 318Q: 3 clusters Score -2.148015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -21480162.000000 Penalty: 5777.818359
	Iteration 319Q: 3 clusters Score -2.148016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -21480168.000000 Penalty: 5777.818359
	Iteration 320F: 3 clusters Score -2.148017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 321Q: 3 clusters Score -2.148018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -21480168.000000 Penalty: 5777.818359
	Iteration 322Q: 3 clusters Score -2.148017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -21480166.000000 Penalty: 5777.818359
	Iteration 323Q: 3 clusters Score -2.148017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -21480166.000000 Penalty: 5777.818359
	Iteration 324Q: 3 clusters Score -2.148017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -21480164.000000 Penalty: 5777.818359
	Iteration 325Q: 3 clusters Score -2.148016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -21480154.000000 Penalty: 5777.818359
	Iteration 326Q: 3 clusters Score -2.148015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -21480152.000000 Penalty: 5777.818359
	Iteration 327Q: 3 clusters Score -2.148015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 328Q: 3 clusters Score -2.148018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 329Q: 3 clusters Score -2.148019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 330Q: 3 clusters Score -2.148017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -21480180.000000 Penalty: 5777.818359
	Iteration 331Q: 3 clusters Score -2.148018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -21480172.000000 Penalty: 5777.818359
	Iteration 332Q: 3 clusters Score -2.148017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -21480158.000000 Penalty: 5777.818359
	Iteration 333Q: 3 clusters Score -2.148016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -21480156.000000 Penalty: 5777.818359
	Iteration 334Q: 3 clusters Score -2.148016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -21480150.000000 Penalty: 5777.818359
	Iteration 335Q: 3 clusters Score -2.148015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 336Q: 3 clusters Score -2.148016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -21480164.000000 Penalty: 5777.818359
	Iteration 337Q: 3 clusters Score -2.148016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -21480180.000000 Penalty: 5777.818359
	Iteration 338Q: 3 clusters Score -2.148018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -21480198.000000 Penalty: 5777.818359
	Iteration 339Q: 3 clusters Score -2.14802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 340F: 3 clusters Score -2.148019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 341Q: 3 clusters Score -2.148017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -21480146.000000 Penalty: 5777.818359
	Iteration 342Q: 3 clusters Score -2.148015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -21480144.000000 Penalty: 5777.818359
	Iteration 343Q: 3 clusters Score -2.148014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -21480128.000000 Penalty: 5777.818359
	Iteration 344Q: 3 clusters Score -2.148013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -21480140.000000 Penalty: 5777.818359
	Iteration 345Q: 3 clusters Score -2.148014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -21480120.000000 Penalty: 5777.818359
	Iteration 346Q: 3 clusters Score -2.148012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -21480140.000000 Penalty: 5777.818359
	Iteration 347Q: 3 clusters Score -2.148014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -21480148.000000 Penalty: 5777.818359
	Iteration 348Q: 3 clusters Score -2.148015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -21480154.000000 Penalty: 5777.818359
	Iteration 349Q: 3 clusters Score -2.148015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -21480128.000000 Penalty: 5777.818359
	Iteration 350Q: 3 clusters Score -2.148013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -21480124.000000 Penalty: 5777.818359
	Iteration 351Q: 3 clusters Score -2.148012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -21480152.000000 Penalty: 5777.818359
	Iteration 352Q: 3 clusters Score -2.148015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 353Q: 3 clusters Score -2.148017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -21480168.000000 Penalty: 5777.818359
	Iteration 354Q: 3 clusters Score -2.148017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -21480180.000000 Penalty: 5777.818359
	Iteration 355Q: 3 clusters Score -2.148018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -21480176.000000 Penalty: 5777.818359
	Iteration 356Q: 3 clusters Score -2.148018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 357Q: 3 clusters Score -2.148017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -21480140.000000 Penalty: 5777.818359
	Iteration 358Q: 3 clusters Score -2.148014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -21480142.000000 Penalty: 5777.818359
	Iteration 359Q: 3 clusters Score -2.148014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -21480142.000000 Penalty: 5777.818359
	Iteration 360F: 3 clusters Score -2.148014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -21480144.000000 Penalty: 5777.818359
	Iteration 361Q: 3 clusters Score -2.148014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -21480152.000000 Penalty: 5777.818359
	Iteration 362Q: 3 clusters Score -2.148015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -21480164.000000 Penalty: 5777.818359
	Iteration 363Q: 3 clusters Score -2.148016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 364Q: 3 clusters Score -2.148018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 365Q: 3 clusters Score -2.148019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 366Q: 3 clusters Score -2.148018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 367Q: 3 clusters Score -2.148017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -21480172.000000 Penalty: 5777.818359
	Iteration 368Q: 3 clusters Score -2.148017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 369Q: 3 clusters Score -2.148018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 370Q: 3 clusters Score -2.148018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -21480138.000000 Penalty: 5777.818359
	Iteration 371Q: 3 clusters Score -2.148014e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -21480148.000000 Penalty: 5777.818359
	Iteration 372Q: 3 clusters Score -2.148015e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -21480128.000000 Penalty: 5777.818359
	Iteration 373Q: 3 clusters Score -2.148013e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -21480118.000000 Penalty: 5777.818359
	Iteration 374Q: 3 clusters Score -2.148012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -21480132.000000 Penalty: 5777.818359
	Iteration 375Q: 3 clusters Score -2.148013e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -21480164.000000 Penalty: 5777.818359
	Iteration 376Q: 3 clusters Score -2.148016e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 377Q: 3 clusters Score -2.148018e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -21480212.000000 Penalty: 5777.818359
	Iteration 378Q: 3 clusters Score -2.148021e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -21480234.000000 Penalty: 5777.818359
	Iteration 379Q: 3 clusters Score -2.148023e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -21480232.000000 Penalty: 5777.818359
	Iteration 380F: 3 clusters Score -2.148023e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -21480226.000000 Penalty: 5777.818359
	Iteration 381Q: 3 clusters Score -2.148023e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -21480242.000000 Penalty: 5777.818359
	Iteration 382Q: 3 clusters Score -2.148024e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -21480252.000000 Penalty: 5777.818359
	Iteration 383Q: 3 clusters Score -2.148025e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -21480230.000000 Penalty: 5777.818359
	Iteration 384Q: 3 clusters Score -2.148023e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -21480192.000000 Penalty: 5777.818359
	Iteration 385Q: 3 clusters Score -2.148019e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 386Q: 3 clusters Score -2.148018e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 387Q: 3 clusters Score -2.148019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 388Q: 3 clusters Score -2.148019e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 389Q: 3 clusters Score -2.148019e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 390Q: 3 clusters Score -2.148019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 391Q: 3 clusters Score -2.148017e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -21480168.000000 Penalty: 5777.818359
	Iteration 392Q: 3 clusters Score -2.148017e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 393Q: 3 clusters Score -2.148018e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -21480154.000000 Penalty: 5777.818359
	Iteration 394Q: 3 clusters Score -2.148015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -21480146.000000 Penalty: 5777.818359
	Iteration 395Q: 3 clusters Score -2.148015e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -21480126.000000 Penalty: 5777.818359
	Iteration 396Q: 3 clusters Score -2.148013e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -21480150.000000 Penalty: 5777.818359
	Iteration 397Q: 3 clusters Score -2.148015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -21480156.000000 Penalty: 5777.818359
	Iteration 398Q: 3 clusters Score -2.148016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 399Q: 3 clusters Score -2.148019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 400F: 3 clusters Score -2.148018e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 401Q: 3 clusters Score -2.148019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -21480210.000000 Penalty: 5777.818359
	Iteration 402Q: 3 clusters Score -2.148021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 403Q: 3 clusters Score -2.148018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 404Q: 3 clusters Score -2.148018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -21480166.000000 Penalty: 5777.818359
	Iteration 405Q: 3 clusters Score -2.148017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 406Q: 3 clusters Score -2.148018e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -21480158.000000 Penalty: 5777.818359
	Iteration 407Q: 3 clusters Score -2.148016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 408Q: 3 clusters Score -2.148017e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -21480166.000000 Penalty: 5777.818359
	Iteration 409Q: 3 clusters Score -2.148017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 410Q: 3 clusters Score -2.148018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -21480166.000000 Penalty: 5777.818359
	Iteration 411Q: 3 clusters Score -2.148017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 412Q: 3 clusters Score -2.148018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 413Q: 3 clusters Score -2.148018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -21480194.000000 Penalty: 5777.818359
	Iteration 414Q: 3 clusters Score -2.148019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -21480202.000000 Penalty: 5777.818359
	Iteration 415Q: 3 clusters Score -2.14802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 416Q: 3 clusters Score -2.148017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -21480180.000000 Penalty: 5777.818359
	Iteration 417Q: 3 clusters Score -2.148018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 418Q: 3 clusters Score -2.148021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 419Q: 3 clusters Score -2.148019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -21480190.000000 Penalty: 5777.818359
	Iteration 420F: 3 clusters Score -2.148019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -21480180.000000 Penalty: 5777.818359
	Iteration 421Q: 3 clusters Score -2.148018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 422Q: 3 clusters Score -2.148018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 423Q: 3 clusters Score -2.148018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 424Q: 3 clusters Score -2.148017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -21480146.000000 Penalty: 5777.818359
	Iteration 425Q: 3 clusters Score -2.148015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 426Q: 3 clusters Score -2.148016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 427Q: 3 clusters Score -2.148017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 428Q: 3 clusters Score -2.148018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 429Q: 3 clusters Score -2.14802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -21480212.000000 Penalty: 5777.818359
	Iteration 430Q: 3 clusters Score -2.148021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -21480206.000000 Penalty: 5777.818359
	Iteration 431Q: 3 clusters Score -2.148021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 432Q: 3 clusters Score -2.148018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 433Q: 3 clusters Score -2.148017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 434Q: 3 clusters Score -2.14802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 435Q: 3 clusters Score -2.148019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -21480200.000000 Penalty: 5777.818359
	Iteration 436Q: 3 clusters Score -2.14802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -21480202.000000 Penalty: 5777.818359
	Iteration 437Q: 3 clusters Score -2.14802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -21480218.000000 Penalty: 5777.818359
	Iteration 438Q: 3 clusters Score -2.148022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 439Q: 3 clusters Score -2.148021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 440F: 3 clusters Score -2.148021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -21480226.000000 Penalty: 5777.818359
	Iteration 441Q: 3 clusters Score -2.148023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -21480226.000000 Penalty: 5777.818359
	Iteration 442Q: 3 clusters Score -2.148023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -21480206.000000 Penalty: 5777.818359
	Iteration 443Q: 3 clusters Score -2.148021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -21480214.000000 Penalty: 5777.818359
	Iteration 444Q: 3 clusters Score -2.148021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 445Q: 3 clusters Score -2.14802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -21480210.000000 Penalty: 5777.818359
	Iteration 446Q: 3 clusters Score -2.148021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -21480226.000000 Penalty: 5777.818359
	Iteration 447Q: 3 clusters Score -2.148023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -21480208.000000 Penalty: 5777.818359
	Iteration 448Q: 3 clusters Score -2.148021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -21480210.000000 Penalty: 5777.818359
	Iteration 449Q: 3 clusters Score -2.148021e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -21480214.000000 Penalty: 5777.818359
	Iteration 450Q: 3 clusters Score -2.148021e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -21480160.000000 Penalty: 5777.818359
	Iteration 451Q: 3 clusters Score -2.148016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -21480170.000000 Penalty: 5777.818359
	Iteration 452Q: 3 clusters Score -2.148017e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -21480146.000000 Penalty: 5777.818359
	Iteration 453Q: 3 clusters Score -2.148015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -21480150.000000 Penalty: 5777.818359
	Iteration 454Q: 3 clusters Score -2.148015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -21480138.000000 Penalty: 5777.818359
	Iteration 455Q: 3 clusters Score -2.148014e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -21480144.000000 Penalty: 5777.818359
	Iteration 456Q: 3 clusters Score -2.148014e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -21480186.000000 Penalty: 5777.818359
	Iteration 457Q: 3 clusters Score -2.148019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -21480174.000000 Penalty: 5777.818359
	Iteration 458Q: 3 clusters Score -2.148017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 459Q: 3 clusters Score -2.148018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 460F: 3 clusters Score -2.14802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -21480212.000000 Penalty: 5777.818359
	Iteration 461Q: 3 clusters Score -2.148021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 462Q: 3 clusters Score -2.148022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -21480238.000000 Penalty: 5777.818359
	Iteration 463Q: 3 clusters Score -2.148024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -21480206.000000 Penalty: 5777.818359
	Iteration 464Q: 3 clusters Score -2.148021e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -21480204.000000 Penalty: 5777.818359
	Iteration 465Q: 3 clusters Score -2.14802e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -21480204.000000 Penalty: 5777.818359
	Iteration 466Q: 3 clusters Score -2.14802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -21480226.000000 Penalty: 5777.818359
	Iteration 467Q: 3 clusters Score -2.148023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -21480218.000000 Penalty: 5777.818359
	Iteration 468Q: 3 clusters Score -2.148022e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -21480232.000000 Penalty: 5777.818359
	Iteration 469Q: 3 clusters Score -2.148023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 470Q: 3 clusters Score -2.14802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -21480180.000000 Penalty: 5777.818359
	Iteration 471Q: 3 clusters Score -2.148018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 472Q: 3 clusters Score -2.148019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -21480196.000000 Penalty: 5777.818359
	Iteration 473Q: 3 clusters Score -2.14802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -21480200.000000 Penalty: 5777.818359
	Iteration 474Q: 3 clusters Score -2.14802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -21480200.000000 Penalty: 5777.818359
	Iteration 475Q: 3 clusters Score -2.14802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -21480184.000000 Penalty: 5777.818359
	Iteration 476Q: 3 clusters Score -2.148018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -21480148.000000 Penalty: 5777.818359
	Iteration 477Q: 3 clusters Score -2.148015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -21480178.000000 Penalty: 5777.818359
	Iteration 478Q: 3 clusters Score -2.148018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -21480188.000000 Penalty: 5777.818359
	Iteration 479Q: 3 clusters Score -2.148019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -21480182.000000 Penalty: 5777.818359
	Iteration 480F: 3 clusters Score -2.148018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -21480216.000000 Penalty: 5777.818359
	Iteration 481Q: 3 clusters Score -2.148022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -21480242.000000 Penalty: 5777.818359
	Iteration 482Q: 3 clusters Score -2.148024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -21480242.000000 Penalty: 5777.818359
	Iteration 483Q: 3 clusters Score -2.148024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -21480262.000000 Penalty: 5777.818359
	Iteration 484Q: 3 clusters Score -2.148026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -21480266.000000 Penalty: 5777.818359
	Iteration 485Q: 3 clusters Score -2.148027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -21480268.000000 Penalty: 5777.818359
	Iteration 486Q: 3 clusters Score -2.148027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -21480254.000000 Penalty: 5777.818359
	Iteration 487Q: 3 clusters Score -2.148025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -21480270.000000 Penalty: 5777.818359
	Iteration 488Q: 3 clusters Score -2.148027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -21480286.000000 Penalty: 5777.818359
	Iteration 489Q: 3 clusters Score -2.148029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -21480304.000000 Penalty: 5777.818359
	Iteration 490Q: 3 clusters Score -2.14803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -21480284.000000 Penalty: 5777.818359
	Iteration 491Q: 3 clusters Score -2.148028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -21480272.000000 Penalty: 5777.818359
	Iteration 492Q: 3 clusters Score -2.148027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -21480276.000000 Penalty: 5777.818359
	Iteration 493Q: 3 clusters Score -2.148028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -21480276.000000 Penalty: 5777.818359
	Iteration 494Q: 3 clusters Score -2.148028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -21480276.000000 Penalty: 5777.818359
	Iteration 495F: 3 clusters Score -2.148028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Entering Unmasked Estep 
Score: -160542576.000000 Penalty: 81183.796875
Splitting cluster 8 changes total score from -160375216.000000 to -160542576.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -307417.718750 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -307417.7 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 841 members 
Entering Unmasked Estep 
Score: -305195.593750 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -305195.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -306861.531250 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -306861.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -308929.562500 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -308929.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -309685.000000 Penalty: 3673.125732
	Iteration 3F: 3 clusters Score -309685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -309832.781250 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -309832.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -309894.156250 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -309894.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -309956.906250 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -309956.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -310005.125000 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -310005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -310035.718750 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -310035.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -310050.281250 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -310050.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -310063.531250 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -310063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -310069.906250 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -310069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -310073.531250 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -310073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -310075.593750 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -310075.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -310075.593750 Penalty: 3673.125732
	Iteration 14F: 3 clusters Score -310075.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Entering Unmasked Estep 
Score: -160543520.000000 Penalty: 84566.460938
Splitting cluster 10 changes total score from -160375216.000000 to -160543520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (18237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Entering Unmasked Estep 
Score: -3410040.500000 Penalty: 2433.179443
	Iteration 0F: 2 clusters Score -3410040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3397087.750000 Penalty: 4866.358887
	Iteration 0F: 3 clusters Score -3397088 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3402470.000000 Penalty: 4866.358887
	Iteration 1F: 3 clusters Score -3402470 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3404429.500000 Penalty: 4866.358887
	Iteration 2F: 3 clusters Score -3404430 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3406804.500000 Penalty: 4866.358887
	Iteration 3F: 3 clusters Score -3406804 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3408896.750000 Penalty: 4866.358887
	Iteration 4F: 3 clusters Score -3408897 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3410360.750000 Penalty: 4866.358887
	Iteration 5F: 3 clusters Score -3410361 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3411227.750000 Penalty: 4866.358887
	Iteration 6F: 3 clusters Score -3411228 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3411725.500000 Penalty: 4866.358887
	Iteration 7Q: 3 clusters Score -3411726 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3412163.250000 Penalty: 4866.358887
	Iteration 8Q: 3 clusters Score -3412163 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3412740.500000 Penalty: 4866.358887
	Iteration 9Q: 3 clusters Score -3412740 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3413055.000000 Penalty: 4866.358887
	Iteration 10Q: 3 clusters Score -3413055 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3413171.500000 Penalty: 4866.358887
	Iteration 11Q: 3 clusters Score -3413172 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3413265.250000 Penalty: 4866.358887
	Iteration 12Q: 3 clusters Score -3413265 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3413343.750000 Penalty: 4866.358887
	Iteration 13Q: 3 clusters Score -3413344 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3413423.750000 Penalty: 4866.358887
	Iteration 14Q: 3 clusters Score -3413424 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3413478.000000 Penalty: 4866.358887
	Iteration 15Q: 3 clusters Score -3413478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3413536.250000 Penalty: 4866.358887
	Iteration 16Q: 3 clusters Score -3413536 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3413583.750000 Penalty: 4866.358887
	Iteration 17Q: 3 clusters Score -3413584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3413612.750000 Penalty: 4866.358887
	Iteration 18Q: 3 clusters Score -3413613 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3413648.750000 Penalty: 4866.358887
	Iteration 19Q: 3 clusters Score -3413649 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3413697.000000 Penalty: 4866.358887
	Iteration 20F: 3 clusters Score -3413697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3413736.750000 Penalty: 4866.358887
	Iteration 21Q: 3 clusters Score -3413737 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3413785.500000 Penalty: 4866.358887
	Iteration 22Q: 3 clusters Score -3413786 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3413843.000000 Penalty: 4866.358887
	Iteration 23Q: 3 clusters Score -3413843 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3413893.000000 Penalty: 4866.358887
	Iteration 24Q: 3 clusters Score -3413893 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3413944.750000 Penalty: 4866.358887
	Iteration 25Q: 3 clusters Score -3413945 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3413969.000000 Penalty: 4866.358887
	Iteration 26Q: 3 clusters Score -3413969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3413997.500000 Penalty: 4866.358887
	Iteration 27Q: 3 clusters Score -3413998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3414014.000000 Penalty: 4866.358887
	Iteration 28Q: 3 clusters Score -3414014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3414043.500000 Penalty: 4866.358887
	Iteration 29Q: 3 clusters Score -3414044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3414063.750000 Penalty: 4866.358887
	Iteration 30Q: 3 clusters Score -3414064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3414081.750000 Penalty: 4866.358887
	Iteration 31Q: 3 clusters Score -3414082 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3414091.000000 Penalty: 4866.358887
	Iteration 32Q: 3 clusters Score -3414091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3414107.500000 Penalty: 4866.358887
	Iteration 33Q: 3 clusters Score -3414108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3414122.000000 Penalty: 4866.358887
	Iteration 34Q: 3 clusters Score -3414122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3414134.250000 Penalty: 4866.358887
	Iteration 35Q: 3 clusters Score -3414134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3414139.750000 Penalty: 4866.358887
	Iteration 36Q: 3 clusters Score -3414140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3414149.000000 Penalty: 4866.358887
	Iteration 37Q: 3 clusters Score -3414149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3414143.000000 Penalty: 4866.358887
	Iteration 38Q: 3 clusters Score -3414143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3414152.750000 Penalty: 4866.358887
	Iteration 39Q: 3 clusters Score -3414153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3414159.750000 Penalty: 4866.358887
	Iteration 40F: 3 clusters Score -3414160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3414167.500000 Penalty: 4866.358887
	Iteration 41Q: 3 clusters Score -3414168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3414167.750000 Penalty: 4866.358887
	Iteration 42Q: 3 clusters Score -3414168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3414172.000000 Penalty: 4866.358887
	Iteration 43Q: 3 clusters Score -3414172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3414174.750000 Penalty: 4866.358887
	Iteration 44Q: 3 clusters Score -3414175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3414179.500000 Penalty: 4866.358887
	Iteration 45Q: 3 clusters Score -3414180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3414181.000000 Penalty: 4866.358887
	Iteration 46Q: 3 clusters Score -3414181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3414188.250000 Penalty: 4866.358887
	Iteration 47Q: 3 clusters Score -3414188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3414187.750000 Penalty: 4866.358887
	Iteration 48Q: 3 clusters Score -3414188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3414189.750000 Penalty: 4866.358887
	Iteration 49Q: 3 clusters Score -3414190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3414191.250000 Penalty: 4866.358887
	Iteration 50Q: 3 clusters Score -3414191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3414189.500000 Penalty: 4866.358887
	Iteration 51Q: 3 clusters Score -3414190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3414185.250000 Penalty: 4866.358887
	Iteration 52Q: 3 clusters Score -3414185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3414189.750000 Penalty: 4866.358887
	Iteration 53Q: 3 clusters Score -3414190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3414191.500000 Penalty: 4866.358887
	Iteration 54Q: 3 clusters Score -3414192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3414192.250000 Penalty: 4866.358887
	Iteration 55Q: 3 clusters Score -3414192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3414193.750000 Penalty: 4866.358887
	Iteration 56Q: 3 clusters Score -3414194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3414191.000000 Penalty: 4866.358887
	Iteration 57Q: 3 clusters Score -3414191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3414201.750000 Penalty: 4866.358887
	Iteration 58Q: 3 clusters Score -3414202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3414201.500000 Penalty: 4866.358887
	Iteration 59Q: 3 clusters Score -3414202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3414202.500000 Penalty: 4866.358887
	Iteration 60F: 3 clusters Score -3414202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3414201.500000 Penalty: 4866.358887
	Iteration 61Q: 3 clusters Score -3414202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3414203.750000 Penalty: 4866.358887
	Iteration 62Q: 3 clusters Score -3414204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3414207.000000 Penalty: 4866.358887
	Iteration 63Q: 3 clusters Score -3414207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3414208.500000 Penalty: 4866.358887
	Iteration 64Q: 3 clusters Score -3414208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3414212.750000 Penalty: 4866.358887
	Iteration 65Q: 3 clusters Score -3414213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3414211.750000 Penalty: 4866.358887
	Iteration 66Q: 3 clusters Score -3414212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3414211.500000 Penalty: 4866.358887
	Iteration 67Q: 3 clusters Score -3414212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3414210.500000 Penalty: 4866.358887
	Iteration 68Q: 3 clusters Score -3414210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3414215.500000 Penalty: 4866.358887
	Iteration 69Q: 3 clusters Score -3414216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3414213.250000 Penalty: 4866.358887
	Iteration 70Q: 3 clusters Score -3414213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3414215.750000 Penalty: 4866.358887
	Iteration 71Q: 3 clusters Score -3414216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3414216.500000 Penalty: 4866.358887
	Iteration 72Q: 3 clusters Score -3414216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3414216.500000 Penalty: 4866.358887
	Iteration 73F: 3 clusters Score -3414216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 104001 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Entering Unmasked Estep 
Score: -160546048.000000 Penalty: 87949.117188
Splitting cluster 11 changes total score from -160375216.000000 to -160546048.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (104001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Entering Unmasked Estep 
Score: -21647476.000000 Penalty: 2864.934570
	Iteration 0F: 2 clusters Score -2.164748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -21645488.000000 Penalty: 5729.869141
	Iteration 0F: 3 clusters Score -2.164549e+07 nChanged 49368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -21673122.000000 Penalty: 5729.869141
	Iteration 1F: 3 clusters Score -2.167312e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -21673826.000000 Penalty: 5729.869141
	Iteration 2F: 3 clusters Score -2.167383e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -21674422.000000 Penalty: 5729.869141
	Iteration 3Q: 3 clusters Score -2.167442e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -21675024.000000 Penalty: 5729.869141
	Iteration 4Q: 3 clusters Score -2.167502e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -21675662.000000 Penalty: 5729.869141
	Iteration 5Q: 3 clusters Score -2.167566e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -21676300.000000 Penalty: 5729.869141
	Iteration 6Q: 3 clusters Score -2.16763e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -21677132.000000 Penalty: 5729.869141
	Iteration 7Q: 3 clusters Score -2.167713e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -21678266.000000 Penalty: 5729.869141
	Iteration 8Q: 3 clusters Score -2.167827e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -21680094.000000 Penalty: 5729.869141
	Iteration 9Q: 3 clusters Score -2.168009e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -21683038.000000 Penalty: 5729.869141
	Iteration 10Q: 3 clusters Score -2.168304e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -21687298.000000 Penalty: 5729.869141
	Iteration 11F: 3 clusters Score -2.16873e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -21691294.000000 Penalty: 5729.869141
	Iteration 12F: 3 clusters Score -2.169129e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -21693008.000000 Penalty: 5729.869141
	Iteration 13Q: 3 clusters Score -2.169301e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -21693456.000000 Penalty: 5729.869141
	Iteration 14Q: 3 clusters Score -2.169346e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -21693626.000000 Penalty: 5729.869141
	Iteration 15Q: 3 clusters Score -2.169363e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -21693670.000000 Penalty: 5729.869141
	Iteration 16Q: 3 clusters Score -2.169367e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -21693606.000000 Penalty: 5729.869141
	Iteration 17Q: 3 clusters Score -2.169361e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -21693650.000000 Penalty: 5729.869141
	Iteration 18Q: 3 clusters Score -2.169365e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -21693742.000000 Penalty: 5729.869141
	Iteration 19Q: 3 clusters Score -2.169374e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -21693738.000000 Penalty: 5729.869141
	Iteration 20F: 3 clusters Score -2.169374e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -21693748.000000 Penalty: 5729.869141
	Iteration 21Q: 3 clusters Score -2.169375e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -21693728.000000 Penalty: 5729.869141
	Iteration 22Q: 3 clusters Score -2.169373e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -21693712.000000 Penalty: 5729.869141
	Iteration 23Q: 3 clusters Score -2.169371e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -21693720.000000 Penalty: 5729.869141
	Iteration 24Q: 3 clusters Score -2.169372e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -21693726.000000 Penalty: 5729.869141
	Iteration 25Q: 3 clusters Score -2.169373e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -21693772.000000 Penalty: 5729.869141
	Iteration 26Q: 3 clusters Score -2.169377e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -21693794.000000 Penalty: 5729.869141
	Iteration 27Q: 3 clusters Score -2.169379e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -21693792.000000 Penalty: 5729.869141
	Iteration 28Q: 3 clusters Score -2.169379e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -21693818.000000 Penalty: 5729.869141
	Iteration 29Q: 3 clusters Score -2.169382e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -21693786.000000 Penalty: 5729.869141
	Iteration 30Q: 3 clusters Score -2.169379e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -21693846.000000 Penalty: 5729.869141
	Iteration 31Q: 3 clusters Score -2.169385e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -21693824.000000 Penalty: 5729.869141
	Iteration 32Q: 3 clusters Score -2.169382e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -21693836.000000 Penalty: 5729.869141
	Iteration 33Q: 3 clusters Score -2.169384e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -21693842.000000 Penalty: 5729.869141
	Iteration 34Q: 3 clusters Score -2.169384e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -21693824.000000 Penalty: 5729.869141
	Iteration 35Q: 3 clusters Score -2.169382e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -21693826.000000 Penalty: 5729.869141
	Iteration 36Q: 3 clusters Score -2.169383e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -21693842.000000 Penalty: 5729.869141
	Iteration 37Q: 3 clusters Score -2.169384e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -21693858.000000 Penalty: 5729.869141
	Iteration 38Q: 3 clusters Score -2.169386e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -21693774.000000 Penalty: 5729.869141
	Iteration 39Q: 3 clusters Score -2.169377e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -21693784.000000 Penalty: 5729.869141
	Iteration 40F: 3 clusters Score -2.169378e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -21693790.000000 Penalty: 5729.869141
	Iteration 41Q: 3 clusters Score -2.169379e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -21693770.000000 Penalty: 5729.869141
	Iteration 42Q: 3 clusters Score -2.169377e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -21693770.000000 Penalty: 5729.869141
	Iteration 43Q: 3 clusters Score -2.169377e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -21693786.000000 Penalty: 5729.869141
	Iteration 44Q: 3 clusters Score -2.169379e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -21693788.000000 Penalty: 5729.869141
	Iteration 45Q: 3 clusters Score -2.169379e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -21693842.000000 Penalty: 5729.869141
	Iteration 46Q: 3 clusters Score -2.169384e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -21693822.000000 Penalty: 5729.869141
	Iteration 47Q: 3 clusters Score -2.169382e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -21693788.000000 Penalty: 5729.869141
	Iteration 48Q: 3 clusters Score -2.169379e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -21693772.000000 Penalty: 5729.869141
	Iteration 49Q: 3 clusters Score -2.169377e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -21693788.000000 Penalty: 5729.869141
	Iteration 50Q: 3 clusters Score -2.169379e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -21693792.000000 Penalty: 5729.869141
	Iteration 51Q: 3 clusters Score -2.169379e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -21693858.000000 Penalty: 5729.869141
	Iteration 52Q: 3 clusters Score -2.169386e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -21693870.000000 Penalty: 5729.869141
	Iteration 53Q: 3 clusters Score -2.169387e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -21693898.000000 Penalty: 5729.869141
	Iteration 54Q: 3 clusters Score -2.16939e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -21693946.000000 Penalty: 5729.869141
	Iteration 55Q: 3 clusters Score -2.169395e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -21693938.000000 Penalty: 5729.869141
	Iteration 56Q: 3 clusters Score -2.169394e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -21693942.000000 Penalty: 5729.869141
	Iteration 57Q: 3 clusters Score -2.169394e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -21693980.000000 Penalty: 5729.869141
	Iteration 58Q: 3 clusters Score -2.169398e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -21693934.000000 Penalty: 5729.869141
	Iteration 59Q: 3 clusters Score -2.169393e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -21693962.000000 Penalty: 5729.869141
	Iteration 60F: 3 clusters Score -2.169396e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -21693968.000000 Penalty: 5729.869141
	Iteration 61Q: 3 clusters Score -2.169397e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -21694038.000000 Penalty: 5729.869141
	Iteration 62Q: 3 clusters Score -2.169404e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -21694056.000000 Penalty: 5729.869141
	Iteration 63Q: 3 clusters Score -2.169406e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -21694030.000000 Penalty: 5729.869141
	Iteration 64Q: 3 clusters Score -2.169403e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -21694070.000000 Penalty: 5729.869141
	Iteration 65Q: 3 clusters Score -2.169407e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -21694092.000000 Penalty: 5729.869141
	Iteration 66Q: 3 clusters Score -2.169409e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -21694080.000000 Penalty: 5729.869141
	Iteration 67Q: 3 clusters Score -2.169408e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -21694102.000000 Penalty: 5729.869141
	Iteration 68Q: 3 clusters Score -2.16941e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -21694082.000000 Penalty: 5729.869141
	Iteration 69Q: 3 clusters Score -2.169408e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -21694056.000000 Penalty: 5729.869141
	Iteration 70Q: 3 clusters Score -2.169406e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -21694042.000000 Penalty: 5729.869141
	Iteration 71Q: 3 clusters Score -2.169404e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -21694062.000000 Penalty: 5729.869141
	Iteration 72Q: 3 clusters Score -2.169406e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -21694084.000000 Penalty: 5729.869141
	Iteration 73Q: 3 clusters Score -2.169408e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -21694082.000000 Penalty: 5729.869141
	Iteration 74Q: 3 clusters Score -2.169408e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -21694074.000000 Penalty: 5729.869141
	Iteration 75Q: 3 clusters Score -2.169407e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -21694080.000000 Penalty: 5729.869141
	Iteration 76Q: 3 clusters Score -2.169408e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -21694034.000000 Penalty: 5729.869141
	Iteration 77Q: 3 clusters Score -2.169403e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -21694036.000000 Penalty: 5729.869141
	Iteration 78Q: 3 clusters Score -2.169404e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -21694052.000000 Penalty: 5729.869141
	Iteration 79Q: 3 clusters Score -2.169405e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -21694052.000000 Penalty: 5729.869141
	Iteration 80F: 3 clusters Score -2.169405e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -21694058.000000 Penalty: 5729.869141
	Iteration 81Q: 3 clusters Score -2.169406e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -21694096.000000 Penalty: 5729.869141
	Iteration 82Q: 3 clusters Score -2.16941e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -21694098.000000 Penalty: 5729.869141
	Iteration 83Q: 3 clusters Score -2.16941e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -21694064.000000 Penalty: 5729.869141
	Iteration 84Q: 3 clusters Score -2.169406e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -21694070.000000 Penalty: 5729.869141
	Iteration 85Q: 3 clusters Score -2.169407e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -21694064.000000 Penalty: 5729.869141
	Iteration 86Q: 3 clusters Score -2.169406e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -21694044.000000 Penalty: 5729.869141
	Iteration 87Q: 3 clusters Score -2.169404e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -21694050.000000 Penalty: 5729.869141
	Iteration 88Q: 3 clusters Score -2.169405e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -21694046.000000 Penalty: 5729.869141
	Iteration 89Q: 3 clusters Score -2.169405e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -21694046.000000 Penalty: 5729.869141
	Iteration 90Q: 3 clusters Score -2.169405e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -21694036.000000 Penalty: 5729.869141
	Iteration 91Q: 3 clusters Score -2.169404e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -21694026.000000 Penalty: 5729.869141
	Iteration 92Q: 3 clusters Score -2.169403e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -21694028.000000 Penalty: 5729.869141
	Iteration 93Q: 3 clusters Score -2.169403e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -21694036.000000 Penalty: 5729.869141
	Iteration 94Q: 3 clusters Score -2.169404e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -21694100.000000 Penalty: 5729.869141
	Iteration 95Q: 3 clusters Score -2.16941e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -21694098.000000 Penalty: 5729.869141
	Iteration 96Q: 3 clusters Score -2.16941e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -21694076.000000 Penalty: 5729.869141
	Iteration 97Q: 3 clusters Score -2.169408e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -21694098.000000 Penalty: 5729.869141
	Iteration 98Q: 3 clusters Score -2.16941e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -21694094.000000 Penalty: 5729.869141
	Iteration 99Q: 3 clusters Score -2.169409e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -21694116.000000 Penalty: 5729.869141
	Iteration 100F: 3 clusters Score -2.169412e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -21694134.000000 Penalty: 5729.869141
	Iteration 101Q: 3 clusters Score -2.169413e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -21694146.000000 Penalty: 5729.869141
	Iteration 102Q: 3 clusters Score -2.169415e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -21694174.000000 Penalty: 5729.869141
	Iteration 103Q: 3 clusters Score -2.169417e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -21694172.000000 Penalty: 5729.869141
	Iteration 104Q: 3 clusters Score -2.169417e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -21694152.000000 Penalty: 5729.869141
	Iteration 105Q: 3 clusters Score -2.169415e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -21694136.000000 Penalty: 5729.869141
	Iteration 106Q: 3 clusters Score -2.169414e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -21694204.000000 Penalty: 5729.869141
	Iteration 107Q: 3 clusters Score -2.16942e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -21694224.000000 Penalty: 5729.869141
	Iteration 108Q: 3 clusters Score -2.169422e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -21694210.000000 Penalty: 5729.869141
	Iteration 109Q: 3 clusters Score -2.169421e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -21694256.000000 Penalty: 5729.869141
	Iteration 110Q: 3 clusters Score -2.169426e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -21694262.000000 Penalty: 5729.869141
	Iteration 111Q: 3 clusters Score -2.169426e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -21694318.000000 Penalty: 5729.869141
	Iteration 112Q: 3 clusters Score -2.169432e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -21694302.000000 Penalty: 5729.869141
	Iteration 113Q: 3 clusters Score -2.16943e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -21694304.000000 Penalty: 5729.869141
	Iteration 114Q: 3 clusters Score -2.16943e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -21694294.000000 Penalty: 5729.869141
	Iteration 115Q: 3 clusters Score -2.169429e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -21694270.000000 Penalty: 5729.869141
	Iteration 116Q: 3 clusters Score -2.169427e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -21694256.000000 Penalty: 5729.869141
	Iteration 117Q: 3 clusters Score -2.169426e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -21694274.000000 Penalty: 5729.869141
	Iteration 118Q: 3 clusters Score -2.169427e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -21694280.000000 Penalty: 5729.869141
	Iteration 119Q: 3 clusters Score -2.169428e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -21694284.000000 Penalty: 5729.869141
	Iteration 120F: 3 clusters Score -2.169428e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -21694344.000000 Penalty: 5729.869141
	Iteration 121Q: 3 clusters Score -2.169434e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -21694342.000000 Penalty: 5729.869141
	Iteration 122Q: 3 clusters Score -2.169434e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -21694350.000000 Penalty: 5729.869141
	Iteration 123Q: 3 clusters Score -2.169435e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -21694364.000000 Penalty: 5729.869141
	Iteration 124Q: 3 clusters Score -2.169436e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -21694360.000000 Penalty: 5729.869141
	Iteration 125Q: 3 clusters Score -2.169436e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -21694400.000000 Penalty: 5729.869141
	Iteration 126Q: 3 clusters Score -2.16944e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -21694430.000000 Penalty: 5729.869141
	Iteration 127Q: 3 clusters Score -2.169443e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -21694450.000000 Penalty: 5729.869141
	Iteration 128Q: 3 clusters Score -2.169445e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -21694446.000000 Penalty: 5729.869141
	Iteration 129Q: 3 clusters Score -2.169445e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -21694402.000000 Penalty: 5729.869141
	Iteration 130Q: 3 clusters Score -2.16944e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -21694428.000000 Penalty: 5729.869141
	Iteration 131Q: 3 clusters Score -2.169443e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -21694426.000000 Penalty: 5729.869141
	Iteration 132Q: 3 clusters Score -2.169443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -21694422.000000 Penalty: 5729.869141
	Iteration 133Q: 3 clusters Score -2.169442e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -21694430.000000 Penalty: 5729.869141
	Iteration 134Q: 3 clusters Score -2.169443e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -21694440.000000 Penalty: 5729.869141
	Iteration 135Q: 3 clusters Score -2.169444e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -21694438.000000 Penalty: 5729.869141
	Iteration 136Q: 3 clusters Score -2.169444e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -21694428.000000 Penalty: 5729.869141
	Iteration 137Q: 3 clusters Score -2.169443e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -21694410.000000 Penalty: 5729.869141
	Iteration 138Q: 3 clusters Score -2.169441e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -21694442.000000 Penalty: 5729.869141
	Iteration 139Q: 3 clusters Score -2.169444e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -21694484.000000 Penalty: 5729.869141
	Iteration 140F: 3 clusters Score -2.169448e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -21694502.000000 Penalty: 5729.869141
	Iteration 141Q: 3 clusters Score -2.16945e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -21694476.000000 Penalty: 5729.869141
	Iteration 142Q: 3 clusters Score -2.169448e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -21694468.000000 Penalty: 5729.869141
	Iteration 143Q: 3 clusters Score -2.169447e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -21694472.000000 Penalty: 5729.869141
	Iteration 144Q: 3 clusters Score -2.169447e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -21694502.000000 Penalty: 5729.869141
	Iteration 145Q: 3 clusters Score -2.16945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -21694506.000000 Penalty: 5729.869141
	Iteration 146Q: 3 clusters Score -2.169451e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -21694492.000000 Penalty: 5729.869141
	Iteration 147Q: 3 clusters Score -2.169449e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -21694500.000000 Penalty: 5729.869141
	Iteration 148Q: 3 clusters Score -2.16945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -21694506.000000 Penalty: 5729.869141
	Iteration 149Q: 3 clusters Score -2.169451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -21694476.000000 Penalty: 5729.869141
	Iteration 150Q: 3 clusters Score -2.169448e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -21694494.000000 Penalty: 5729.869141
	Iteration 151Q: 3 clusters Score -2.169449e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -21694520.000000 Penalty: 5729.869141
	Iteration 152Q: 3 clusters Score -2.169452e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -21694492.000000 Penalty: 5729.869141
	Iteration 153Q: 3 clusters Score -2.169449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -21694516.000000 Penalty: 5729.869141
	Iteration 154Q: 3 clusters Score -2.169452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -21694522.000000 Penalty: 5729.869141
	Iteration 155Q: 3 clusters Score -2.169452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -21694544.000000 Penalty: 5729.869141
	Iteration 156Q: 3 clusters Score -2.169454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -21694524.000000 Penalty: 5729.869141
	Iteration 157Q: 3 clusters Score -2.169452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -21694516.000000 Penalty: 5729.869141
	Iteration 158Q: 3 clusters Score -2.169452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -21694506.000000 Penalty: 5729.869141
	Iteration 159Q: 3 clusters Score -2.169451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -21694516.000000 Penalty: 5729.869141
	Iteration 160F: 3 clusters Score -2.169452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -21694522.000000 Penalty: 5729.869141
	Iteration 161Q: 3 clusters Score -2.169452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -21694522.000000 Penalty: 5729.869141
	Iteration 162Q: 3 clusters Score -2.169452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -21694540.000000 Penalty: 5729.869141
	Iteration 163Q: 3 clusters Score -2.169454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -21694528.000000 Penalty: 5729.869141
	Iteration 164Q: 3 clusters Score -2.169453e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -21694554.000000 Penalty: 5729.869141
	Iteration 165Q: 3 clusters Score -2.169455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -21694570.000000 Penalty: 5729.869141
	Iteration 166Q: 3 clusters Score -2.169457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -21694550.000000 Penalty: 5729.869141
	Iteration 167Q: 3 clusters Score -2.169455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -21694572.000000 Penalty: 5729.869141
	Iteration 168Q: 3 clusters Score -2.169457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -21694564.000000 Penalty: 5729.869141
	Iteration 169Q: 3 clusters Score -2.169456e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -21694554.000000 Penalty: 5729.869141
	Iteration 170Q: 3 clusters Score -2.169455e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -21694528.000000 Penalty: 5729.869141
	Iteration 171Q: 3 clusters Score -2.169453e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -21694546.000000 Penalty: 5729.869141
	Iteration 172Q: 3 clusters Score -2.169455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -21694534.000000 Penalty: 5729.869141
	Iteration 173Q: 3 clusters Score -2.169453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -21694508.000000 Penalty: 5729.869141
	Iteration 174Q: 3 clusters Score -2.169451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -21694520.000000 Penalty: 5729.869141
	Iteration 175Q: 3 clusters Score -2.169452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -21694546.000000 Penalty: 5729.869141
	Iteration 176Q: 3 clusters Score -2.169455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -21694542.000000 Penalty: 5729.869141
	Iteration 177Q: 3 clusters Score -2.169454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -21694558.000000 Penalty: 5729.869141
	Iteration 178Q: 3 clusters Score -2.169456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -21694536.000000 Penalty: 5729.869141
	Iteration 179Q: 3 clusters Score -2.169454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -21694546.000000 Penalty: 5729.869141
	Iteration 180F: 3 clusters Score -2.169455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -21694542.000000 Penalty: 5729.869141
	Iteration 181Q: 3 clusters Score -2.169454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -21694528.000000 Penalty: 5729.869141
	Iteration 182Q: 3 clusters Score -2.169453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -21694526.000000 Penalty: 5729.869141
	Iteration 183Q: 3 clusters Score -2.169453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -21694516.000000 Penalty: 5729.869141
	Iteration 184Q: 3 clusters Score -2.169452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -21694520.000000 Penalty: 5729.869141
	Iteration 185Q: 3 clusters Score -2.169452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -21694506.000000 Penalty: 5729.869141
	Iteration 186Q: 3 clusters Score -2.169451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -21694518.000000 Penalty: 5729.869141
	Iteration 187Q: 3 clusters Score -2.169452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -21694500.000000 Penalty: 5729.869141
	Iteration 188Q: 3 clusters Score -2.16945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -21694498.000000 Penalty: 5729.869141
	Iteration 189Q: 3 clusters Score -2.16945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -21694510.000000 Penalty: 5729.869141
	Iteration 190Q: 3 clusters Score -2.169451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -21694514.000000 Penalty: 5729.869141
	Iteration 191Q: 3 clusters Score -2.169451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -21694526.000000 Penalty: 5729.869141
	Iteration 192Q: 3 clusters Score -2.169453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -21694546.000000 Penalty: 5729.869141
	Iteration 193Q: 3 clusters Score -2.169455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -21694530.000000 Penalty: 5729.869141
	Iteration 194Q: 3 clusters Score -2.169453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -21694534.000000 Penalty: 5729.869141
	Iteration 195Q: 3 clusters Score -2.169453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -21694550.000000 Penalty: 5729.869141
	Iteration 196Q: 3 clusters Score -2.169455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -21694538.000000 Penalty: 5729.869141
	Iteration 197Q: 3 clusters Score -2.169454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -21694536.000000 Penalty: 5729.869141
	Iteration 198Q: 3 clusters Score -2.169454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -21694536.000000 Penalty: 5729.869141
	Iteration 199F: 3 clusters Score -2.169454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 52189 members 
Entering Unmasked Estep 
Score: -160585856.000000 Penalty: 91331.773438
Splitting cluster 12 changes total score from -160375216.000000 to -160585856.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (110045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Entering Unmasked Estep 
Score: -21071406.000000 Penalty: 2878.943848
	Iteration 0F: 2 clusters Score -2.107141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -21102184.000000 Penalty: 5757.887695
	Iteration 0F: 3 clusters Score -2.110218e+07 nChanged 52444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -21132134.000000 Penalty: 5757.887695
	Iteration 1F: 3 clusters Score -2.113213e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -21134296.000000 Penalty: 5757.887695
	Iteration 2F: 3 clusters Score -2.11343e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -21135898.000000 Penalty: 5757.887695
	Iteration 3Q: 3 clusters Score -2.11359e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -21139216.000000 Penalty: 5757.887695
	Iteration 4F: 3 clusters Score -2.113922e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -21143950.000000 Penalty: 5757.887695
	Iteration 5F: 3 clusters Score -2.114395e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -21149298.000000 Penalty: 5757.887695
	Iteration 6F: 3 clusters Score -2.11493e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -21153018.000000 Penalty: 5757.887695
	Iteration 7F: 3 clusters Score -2.115302e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -21154062.000000 Penalty: 5757.887695
	Iteration 8Q: 3 clusters Score -2.115406e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -21154268.000000 Penalty: 5757.887695
	Iteration 9Q: 3 clusters Score -2.115427e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -21154480.000000 Penalty: 5757.887695
	Iteration 10Q: 3 clusters Score -2.115448e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -21154610.000000 Penalty: 5757.887695
	Iteration 11Q: 3 clusters Score -2.115461e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -21154740.000000 Penalty: 5757.887695
	Iteration 12Q: 3 clusters Score -2.115474e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -21154972.000000 Penalty: 5757.887695
	Iteration 13Q: 3 clusters Score -2.115497e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -21155226.000000 Penalty: 5757.887695
	Iteration 14Q: 3 clusters Score -2.115523e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -21155598.000000 Penalty: 5757.887695
	Iteration 15Q: 3 clusters Score -2.11556e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -21155964.000000 Penalty: 5757.887695
	Iteration 16Q: 3 clusters Score -2.115596e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -21156344.000000 Penalty: 5757.887695
	Iteration 17Q: 3 clusters Score -2.115634e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -21156974.000000 Penalty: 5757.887695
	Iteration 18Q: 3 clusters Score -2.115697e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -21157600.000000 Penalty: 5757.887695
	Iteration 19Q: 3 clusters Score -2.11576e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -21158252.000000 Penalty: 5757.887695
	Iteration 20F: 3 clusters Score -2.115825e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -21158928.000000 Penalty: 5757.887695
	Iteration 21Q: 3 clusters Score -2.115893e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -21159538.000000 Penalty: 5757.887695
	Iteration 22Q: 3 clusters Score -2.115954e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -21160150.000000 Penalty: 5757.887695
	Iteration 23Q: 3 clusters Score -2.116015e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -21160752.000000 Penalty: 5757.887695
	Iteration 24Q: 3 clusters Score -2.116075e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -21161134.000000 Penalty: 5757.887695
	Iteration 25Q: 3 clusters Score -2.116113e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -21161444.000000 Penalty: 5757.887695
	Iteration 26Q: 3 clusters Score -2.116144e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -21161630.000000 Penalty: 5757.887695
	Iteration 27Q: 3 clusters Score -2.116163e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -21161888.000000 Penalty: 5757.887695
	Iteration 28Q: 3 clusters Score -2.116189e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -21162054.000000 Penalty: 5757.887695
	Iteration 29Q: 3 clusters Score -2.116205e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -21162294.000000 Penalty: 5757.887695
	Iteration 30Q: 3 clusters Score -2.116229e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -21162410.000000 Penalty: 5757.887695
	Iteration 31Q: 3 clusters Score -2.116241e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -21162492.000000 Penalty: 5757.887695
	Iteration 32Q: 3 clusters Score -2.116249e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -21162594.000000 Penalty: 5757.887695
	Iteration 33Q: 3 clusters Score -2.116259e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -21162720.000000 Penalty: 5757.887695
	Iteration 34Q: 3 clusters Score -2.116272e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -21162786.000000 Penalty: 5757.887695
	Iteration 35Q: 3 clusters Score -2.116279e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -21162848.000000 Penalty: 5757.887695
	Iteration 36Q: 3 clusters Score -2.116285e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -21162868.000000 Penalty: 5757.887695
	Iteration 37Q: 3 clusters Score -2.116287e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -21162918.000000 Penalty: 5757.887695
	Iteration 38Q: 3 clusters Score -2.116292e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -21162954.000000 Penalty: 5757.887695
	Iteration 39Q: 3 clusters Score -2.116295e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -21162944.000000 Penalty: 5757.887695
	Iteration 40F: 3 clusters Score -2.116294e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -21162996.000000 Penalty: 5757.887695
	Iteration 41Q: 3 clusters Score -2.1163e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -21163040.000000 Penalty: 5757.887695
	Iteration 42Q: 3 clusters Score -2.116304e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -21162998.000000 Penalty: 5757.887695
	Iteration 43Q: 3 clusters Score -2.1163e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -21163010.000000 Penalty: 5757.887695
	Iteration 44Q: 3 clusters Score -2.116301e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -21163036.000000 Penalty: 5757.887695
	Iteration 45Q: 3 clusters Score -2.116304e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -21163038.000000 Penalty: 5757.887695
	Iteration 46Q: 3 clusters Score -2.116304e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -21163064.000000 Penalty: 5757.887695
	Iteration 47Q: 3 clusters Score -2.116306e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -21163076.000000 Penalty: 5757.887695
	Iteration 48Q: 3 clusters Score -2.116308e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -21163076.000000 Penalty: 5757.887695
	Iteration 49Q: 3 clusters Score -2.116308e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -21163072.000000 Penalty: 5757.887695
	Iteration 50Q: 3 clusters Score -2.116307e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -21163060.000000 Penalty: 5757.887695
	Iteration 51Q: 3 clusters Score -2.116306e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -21163074.000000 Penalty: 5757.887695
	Iteration 52Q: 3 clusters Score -2.116307e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -21163092.000000 Penalty: 5757.887695
	Iteration 53Q: 3 clusters Score -2.116309e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -21163066.000000 Penalty: 5757.887695
	Iteration 54Q: 3 clusters Score -2.116307e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -21163106.000000 Penalty: 5757.887695
	Iteration 55Q: 3 clusters Score -2.116311e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -21163074.000000 Penalty: 5757.887695
	Iteration 56Q: 3 clusters Score -2.116307e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -21163078.000000 Penalty: 5757.887695
	Iteration 57Q: 3 clusters Score -2.116308e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -21163130.000000 Penalty: 5757.887695
	Iteration 58Q: 3 clusters Score -2.116313e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -21163136.000000 Penalty: 5757.887695
	Iteration 59Q: 3 clusters Score -2.116314e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -21163142.000000 Penalty: 5757.887695
	Iteration 60F: 3 clusters Score -2.116314e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -21163134.000000 Penalty: 5757.887695
	Iteration 61Q: 3 clusters Score -2.116313e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -21163122.000000 Penalty: 5757.887695
	Iteration 62Q: 3 clusters Score -2.116312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -21163096.000000 Penalty: 5757.887695
	Iteration 63Q: 3 clusters Score -2.11631e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -21163058.000000 Penalty: 5757.887695
	Iteration 64Q: 3 clusters Score -2.116306e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -21163062.000000 Penalty: 5757.887695
	Iteration 65Q: 3 clusters Score -2.116306e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -21163070.000000 Penalty: 5757.887695
	Iteration 66Q: 3 clusters Score -2.116307e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -21163054.000000 Penalty: 5757.887695
	Iteration 67Q: 3 clusters Score -2.116305e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -21163066.000000 Penalty: 5757.887695
	Iteration 68Q: 3 clusters Score -2.116307e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -21163048.000000 Penalty: 5757.887695
	Iteration 69Q: 3 clusters Score -2.116305e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -21163056.000000 Penalty: 5757.887695
	Iteration 70Q: 3 clusters Score -2.116306e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -21163058.000000 Penalty: 5757.887695
	Iteration 71Q: 3 clusters Score -2.116306e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -21163038.000000 Penalty: 5757.887695
	Iteration 72Q: 3 clusters Score -2.116304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -21163018.000000 Penalty: 5757.887695
	Iteration 73Q: 3 clusters Score -2.116302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -21163012.000000 Penalty: 5757.887695
	Iteration 74Q: 3 clusters Score -2.116301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -21163020.000000 Penalty: 5757.887695
	Iteration 75Q: 3 clusters Score -2.116302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -21163018.000000 Penalty: 5757.887695
	Iteration 76Q: 3 clusters Score -2.116302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -21163010.000000 Penalty: 5757.887695
	Iteration 77Q: 3 clusters Score -2.116301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -21163000.000000 Penalty: 5757.887695
	Iteration 78Q: 3 clusters Score -2.1163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -21163002.000000 Penalty: 5757.887695
	Iteration 79Q: 3 clusters Score -2.1163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -21163010.000000 Penalty: 5757.887695
	Iteration 80F: 3 clusters Score -2.116301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -21162994.000000 Penalty: 5757.887695
	Iteration 81Q: 3 clusters Score -2.116299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -21162986.000000 Penalty: 5757.887695
	Iteration 82Q: 3 clusters Score -2.116299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -21162990.000000 Penalty: 5757.887695
	Iteration 83Q: 3 clusters Score -2.116299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -21162996.000000 Penalty: 5757.887695
	Iteration 84Q: 3 clusters Score -2.1163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -21162994.000000 Penalty: 5757.887695
	Iteration 85Q: 3 clusters Score -2.116299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -21162988.000000 Penalty: 5757.887695
	Iteration 86Q: 3 clusters Score -2.116299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -21162996.000000 Penalty: 5757.887695
	Iteration 87Q: 3 clusters Score -2.1163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -21163008.000000 Penalty: 5757.887695
	Iteration 88Q: 3 clusters Score -2.116301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -21163012.000000 Penalty: 5757.887695
	Iteration 89Q: 3 clusters Score -2.116301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -21163018.000000 Penalty: 5757.887695
	Iteration 90Q: 3 clusters Score -2.116302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -21163016.000000 Penalty: 5757.887695
	Iteration 91Q: 3 clusters Score -2.116302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -21163022.000000 Penalty: 5757.887695
	Iteration 92Q: 3 clusters Score -2.116302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -21163014.000000 Penalty: 5757.887695
	Iteration 93Q: 3 clusters Score -2.116301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -21163014.000000 Penalty: 5757.887695
	Iteration 94F: 3 clusters Score -2.116301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 56442 members 
Mstep: Class 14 contains 126340 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 52189 members 
Mstep: Class 28 contains 53603 members 
Entering Unmasked Estep 
Score: -160663344.000000 Penalty: 94714.437500
Splitting cluster 13 changes total score from -160375216.000000 to -160663344.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (126340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126340 members 
Entering Unmasked Estep 
Score: -24276248.000000 Penalty: 2913.189453
	Iteration 0F: 2 clusters Score -2.427625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -24299816.000000 Penalty: 5826.378906
	Iteration 0F: 3 clusters Score -2.429982e+07 nChanged 60272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -24334496.000000 Penalty: 5826.378906
	Iteration 1F: 3 clusters Score -2.43345e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -24335068.000000 Penalty: 5826.378906
	Iteration 2Q: 3 clusters Score -2.433507e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -24335416.000000 Penalty: 5826.378906
	Iteration 3Q: 3 clusters Score -2.433542e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -24335762.000000 Penalty: 5826.378906
	Iteration 4Q: 3 clusters Score -2.433576e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -24336232.000000 Penalty: 5826.378906
	Iteration 5Q: 3 clusters Score -2.433623e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -24336734.000000 Penalty: 5826.378906
	Iteration 6Q: 3 clusters Score -2.433673e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -24337424.000000 Penalty: 5826.378906
	Iteration 7Q: 3 clusters Score -2.433742e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -24338070.000000 Penalty: 5826.378906
	Iteration 8Q: 3 clusters Score -2.433807e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -24338732.000000 Penalty: 5826.378906
	Iteration 9Q: 3 clusters Score -2.433873e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -24339626.000000 Penalty: 5826.378906
	Iteration 10Q: 3 clusters Score -2.433963e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -24341270.000000 Penalty: 5826.378906
	Iteration 11Q: 3 clusters Score -2.434127e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -24343858.000000 Penalty: 5826.378906
	Iteration 12Q: 3 clusters Score -2.434386e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -24348330.000000 Penalty: 5826.378906
	Iteration 13F: 3 clusters Score -2.434833e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -24353660.000000 Penalty: 5826.378906
	Iteration 14F: 3 clusters Score -2.435366e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -24357430.000000 Penalty: 5826.378906
	Iteration 15F: 3 clusters Score -2.435743e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -24358620.000000 Penalty: 5826.378906
	Iteration 16Q: 3 clusters Score -2.435862e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -24358910.000000 Penalty: 5826.378906
	Iteration 17Q: 3 clusters Score -2.435891e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -24358946.000000 Penalty: 5826.378906
	Iteration 18Q: 3 clusters Score -2.435895e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -24359034.000000 Penalty: 5826.378906
	Iteration 19Q: 3 clusters Score -2.435903e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -24359118.000000 Penalty: 5826.378906
	Iteration 20F: 3 clusters Score -2.435912e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -24359088.000000 Penalty: 5826.378906
	Iteration 21Q: 3 clusters Score -2.435909e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -24359198.000000 Penalty: 5826.378906
	Iteration 22Q: 3 clusters Score -2.43592e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -24359134.000000 Penalty: 5826.378906
	Iteration 23Q: 3 clusters Score -2.435913e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -24359200.000000 Penalty: 5826.378906
	Iteration 24Q: 3 clusters Score -2.43592e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -24359162.000000 Penalty: 5826.378906
	Iteration 25Q: 3 clusters Score -2.435916e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -24359142.000000 Penalty: 5826.378906
	Iteration 26Q: 3 clusters Score -2.435914e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -24359202.000000 Penalty: 5826.378906
	Iteration 27Q: 3 clusters Score -2.43592e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -24359168.000000 Penalty: 5826.378906
	Iteration 28Q: 3 clusters Score -2.435917e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -24359188.000000 Penalty: 5826.378906
	Iteration 29Q: 3 clusters Score -2.435919e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -24359128.000000 Penalty: 5826.378906
	Iteration 30Q: 3 clusters Score -2.435913e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -24359172.000000 Penalty: 5826.378906
	Iteration 31Q: 3 clusters Score -2.435917e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -24359030.000000 Penalty: 5826.378906
	Iteration 32Q: 3 clusters Score -2.435903e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -24358950.000000 Penalty: 5826.378906
	Iteration 33Q: 3 clusters Score -2.435895e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -24358958.000000 Penalty: 5826.378906
	Iteration 34Q: 3 clusters Score -2.435896e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -24358906.000000 Penalty: 5826.378906
	Iteration 35Q: 3 clusters Score -2.435891e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -24358866.000000 Penalty: 5826.378906
	Iteration 36Q: 3 clusters Score -2.435887e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -24358932.000000 Penalty: 5826.378906
	Iteration 37Q: 3 clusters Score -2.435893e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -24358848.000000 Penalty: 5826.378906
	Iteration 38Q: 3 clusters Score -2.435885e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -24358872.000000 Penalty: 5826.378906
	Iteration 39Q: 3 clusters Score -2.435887e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -24358802.000000 Penalty: 5826.378906
	Iteration 40F: 3 clusters Score -2.43588e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -24358724.000000 Penalty: 5826.378906
	Iteration 41Q: 3 clusters Score -2.435872e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -24358730.000000 Penalty: 5826.378906
	Iteration 42Q: 3 clusters Score -2.435873e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -24358734.000000 Penalty: 5826.378906
	Iteration 43Q: 3 clusters Score -2.435873e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -24358780.000000 Penalty: 5826.378906
	Iteration 44Q: 3 clusters Score -2.435878e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -24358784.000000 Penalty: 5826.378906
	Iteration 45Q: 3 clusters Score -2.435878e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -24358682.000000 Penalty: 5826.378906
	Iteration 46Q: 3 clusters Score -2.435868e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -24358610.000000 Penalty: 5826.378906
	Iteration 47Q: 3 clusters Score -2.435861e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -24358558.000000 Penalty: 5826.378906
	Iteration 48Q: 3 clusters Score -2.435856e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -24358548.000000 Penalty: 5826.378906
	Iteration 49Q: 3 clusters Score -2.435855e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -24358634.000000 Penalty: 5826.378906
	Iteration 50Q: 3 clusters Score -2.435863e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -24358484.000000 Penalty: 5826.378906
	Iteration 51Q: 3 clusters Score -2.435848e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -24358440.000000 Penalty: 5826.378906
	Iteration 52Q: 3 clusters Score -2.435844e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -24358474.000000 Penalty: 5826.378906
	Iteration 53Q: 3 clusters Score -2.435847e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -24358454.000000 Penalty: 5826.378906
	Iteration 54Q: 3 clusters Score -2.435845e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -24358420.000000 Penalty: 5826.378906
	Iteration 55Q: 3 clusters Score -2.435842e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -24358426.000000 Penalty: 5826.378906
	Iteration 56Q: 3 clusters Score -2.435843e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -24358436.000000 Penalty: 5826.378906
	Iteration 57Q: 3 clusters Score -2.435844e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -24358434.000000 Penalty: 5826.378906
	Iteration 58Q: 3 clusters Score -2.435843e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -24358462.000000 Penalty: 5826.378906
	Iteration 59Q: 3 clusters Score -2.435846e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 63901 members 
Entering Unmasked Estep 
Score: -24358512.000000 Penalty: 5826.378906
	Iteration 60F: 3 clusters Score -2.435851e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -24358516.000000 Penalty: 5826.378906
	Iteration 61Q: 3 clusters Score -2.435852e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -24358516.000000 Penalty: 5826.378906
	Iteration 62Q: 3 clusters Score -2.435852e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -24358600.000000 Penalty: 5826.378906
	Iteration 63Q: 3 clusters Score -2.43586e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -24358596.000000 Penalty: 5826.378906
	Iteration 64Q: 3 clusters Score -2.43586e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -24358600.000000 Penalty: 5826.378906
	Iteration 65Q: 3 clusters Score -2.43586e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -24358606.000000 Penalty: 5826.378906
	Iteration 66Q: 3 clusters Score -2.435861e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -24358586.000000 Penalty: 5826.378906
	Iteration 67Q: 3 clusters Score -2.435859e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -24358726.000000 Penalty: 5826.378906
	Iteration 68Q: 3 clusters Score -2.435873e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -24358844.000000 Penalty: 5826.378906
	Iteration 69Q: 3 clusters Score -2.435884e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -24358792.000000 Penalty: 5826.378906
	Iteration 70Q: 3 clusters Score -2.435879e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -24358986.000000 Penalty: 5826.378906
	Iteration 71Q: 3 clusters Score -2.435899e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -24359060.000000 Penalty: 5826.378906
	Iteration 72Q: 3 clusters Score -2.435906e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -24359196.000000 Penalty: 5826.378906
	Iteration 73Q: 3 clusters Score -2.43592e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -24359264.000000 Penalty: 5826.378906
	Iteration 74Q: 3 clusters Score -2.435926e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -24359364.000000 Penalty: 5826.378906
	Iteration 75Q: 3 clusters Score -2.435936e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -24359542.000000 Penalty: 5826.378906
	Iteration 76Q: 3 clusters Score -2.435954e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -24359648.000000 Penalty: 5826.378906
	Iteration 77Q: 3 clusters Score -2.435965e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -24359764.000000 Penalty: 5826.378906
	Iteration 78Q: 3 clusters Score -2.435976e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -24359892.000000 Penalty: 5826.378906
	Iteration 79Q: 3 clusters Score -2.435989e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -24359922.000000 Penalty: 5826.378906
	Iteration 80F: 3 clusters Score -2.435992e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -24359932.000000 Penalty: 5826.378906
	Iteration 81Q: 3 clusters Score -2.435993e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -24359948.000000 Penalty: 5826.378906
	Iteration 82Q: 3 clusters Score -2.435995e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -24360016.000000 Penalty: 5826.378906
	Iteration 83Q: 3 clusters Score -2.436002e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -24360078.000000 Penalty: 5826.378906
	Iteration 84Q: 3 clusters Score -2.436008e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -24360164.000000 Penalty: 5826.378906
	Iteration 85Q: 3 clusters Score -2.436016e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -24360236.000000 Penalty: 5826.378906
	Iteration 86Q: 3 clusters Score -2.436024e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -24360452.000000 Penalty: 5826.378906
	Iteration 87Q: 3 clusters Score -2.436045e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -24360570.000000 Penalty: 5826.378906
	Iteration 88Q: 3 clusters Score -2.436057e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -24360736.000000 Penalty: 5826.378906
	Iteration 89Q: 3 clusters Score -2.436074e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -24360930.000000 Penalty: 5826.378906
	Iteration 90Q: 3 clusters Score -2.436093e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -24361208.000000 Penalty: 5826.378906
	Iteration 91Q: 3 clusters Score -2.436121e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -24361284.000000 Penalty: 5826.378906
	Iteration 92Q: 3 clusters Score -2.436128e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -24361482.000000 Penalty: 5826.378906
	Iteration 93Q: 3 clusters Score -2.436148e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -24361696.000000 Penalty: 5826.378906
	Iteration 94Q: 3 clusters Score -2.43617e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -24361930.000000 Penalty: 5826.378906
	Iteration 95Q: 3 clusters Score -2.436193e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -24362228.000000 Penalty: 5826.378906
	Iteration 96Q: 3 clusters Score -2.436223e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -24362414.000000 Penalty: 5826.378906
	Iteration 97Q: 3 clusters Score -2.436241e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -24362580.000000 Penalty: 5826.378906
	Iteration 98Q: 3 clusters Score -2.436258e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -24362736.000000 Penalty: 5826.378906
	Iteration 99Q: 3 clusters Score -2.436274e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -24362976.000000 Penalty: 5826.378906
	Iteration 100F: 3 clusters Score -2.436298e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -24363336.000000 Penalty: 5826.378906
	Iteration 101Q: 3 clusters Score -2.436334e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -24363526.000000 Penalty: 5826.378906
	Iteration 102Q: 3 clusters Score -2.436353e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -24363764.000000 Penalty: 5826.378906
	Iteration 103Q: 3 clusters Score -2.436376e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -24363880.000000 Penalty: 5826.378906
	Iteration 104Q: 3 clusters Score -2.436388e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -24364082.000000 Penalty: 5826.378906
	Iteration 105Q: 3 clusters Score -2.436408e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -24364214.000000 Penalty: 5826.378906
	Iteration 106Q: 3 clusters Score -2.436421e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -24364290.000000 Penalty: 5826.378906
	Iteration 107Q: 3 clusters Score -2.436429e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -24364378.000000 Penalty: 5826.378906
	Iteration 108Q: 3 clusters Score -2.436438e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -24364462.000000 Penalty: 5826.378906
	Iteration 109Q: 3 clusters Score -2.436446e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -24364500.000000 Penalty: 5826.378906
	Iteration 110Q: 3 clusters Score -2.43645e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -24364614.000000 Penalty: 5826.378906
	Iteration 111Q: 3 clusters Score -2.436461e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -24364774.000000 Penalty: 5826.378906
	Iteration 112Q: 3 clusters Score -2.436477e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -24364834.000000 Penalty: 5826.378906
	Iteration 113Q: 3 clusters Score -2.436483e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -24364870.000000 Penalty: 5826.378906
	Iteration 114Q: 3 clusters Score -2.436487e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -24364884.000000 Penalty: 5826.378906
	Iteration 115Q: 3 clusters Score -2.436488e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -24365024.000000 Penalty: 5826.378906
	Iteration 116Q: 3 clusters Score -2.436502e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -24365082.000000 Penalty: 5826.378906
	Iteration 117Q: 3 clusters Score -2.436508e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -24365154.000000 Penalty: 5826.378906
	Iteration 118Q: 3 clusters Score -2.436515e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -24365286.000000 Penalty: 5826.378906
	Iteration 119Q: 3 clusters Score -2.436529e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -24365328.000000 Penalty: 5826.378906
	Iteration 120F: 3 clusters Score -2.436533e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -24365328.000000 Penalty: 5826.378906
	Iteration 121Q: 3 clusters Score -2.436533e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -24365406.000000 Penalty: 5826.378906
	Iteration 122Q: 3 clusters Score -2.436541e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -24365506.000000 Penalty: 5826.378906
	Iteration 123Q: 3 clusters Score -2.436551e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -24365584.000000 Penalty: 5826.378906
	Iteration 124Q: 3 clusters Score -2.436558e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -24365620.000000 Penalty: 5826.378906
	Iteration 125Q: 3 clusters Score -2.436562e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -24365608.000000 Penalty: 5826.378906
	Iteration 126Q: 3 clusters Score -2.436561e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -24365598.000000 Penalty: 5826.378906
	Iteration 127Q: 3 clusters Score -2.43656e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -24365648.000000 Penalty: 5826.378906
	Iteration 128Q: 3 clusters Score -2.436565e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -24365658.000000 Penalty: 5826.378906
	Iteration 129Q: 3 clusters Score -2.436566e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -24365652.000000 Penalty: 5826.378906
	Iteration 130Q: 3 clusters Score -2.436565e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -24365710.000000 Penalty: 5826.378906
	Iteration 131Q: 3 clusters Score -2.436571e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -24365744.000000 Penalty: 5826.378906
	Iteration 132Q: 3 clusters Score -2.436574e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -24365744.000000 Penalty: 5826.378906
	Iteration 133Q: 3 clusters Score -2.436574e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -24365750.000000 Penalty: 5826.378906
	Iteration 134Q: 3 clusters Score -2.436575e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -24365754.000000 Penalty: 5826.378906
	Iteration 135Q: 3 clusters Score -2.436575e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -24365732.000000 Penalty: 5826.378906
	Iteration 136Q: 3 clusters Score -2.436573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -24365736.000000 Penalty: 5826.378906
	Iteration 137Q: 3 clusters Score -2.436574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -24365740.000000 Penalty: 5826.378906
	Iteration 138Q: 3 clusters Score -2.436574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -24365718.000000 Penalty: 5826.378906
	Iteration 139Q: 3 clusters Score -2.436572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -24365732.000000 Penalty: 5826.378906
	Iteration 140F: 3 clusters Score -2.436573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -24365712.000000 Penalty: 5826.378906
	Iteration 141Q: 3 clusters Score -2.436571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -24365690.000000 Penalty: 5826.378906
	Iteration 142Q: 3 clusters Score -2.436569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -24365704.000000 Penalty: 5826.378906
	Iteration 143Q: 3 clusters Score -2.43657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -24365718.000000 Penalty: 5826.378906
	Iteration 144Q: 3 clusters Score -2.436572e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -24365704.000000 Penalty: 5826.378906
	Iteration 145Q: 3 clusters Score -2.43657e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -24365732.000000 Penalty: 5826.378906
	Iteration 146Q: 3 clusters Score -2.436573e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -24365766.000000 Penalty: 5826.378906
	Iteration 147Q: 3 clusters Score -2.436577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -24365780.000000 Penalty: 5826.378906
	Iteration 148Q: 3 clusters Score -2.436578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -24365762.000000 Penalty: 5826.378906
	Iteration 149Q: 3 clusters Score -2.436576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -24365770.000000 Penalty: 5826.378906
	Iteration 150Q: 3 clusters Score -2.436577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -24365772.000000 Penalty: 5826.378906
	Iteration 151Q: 3 clusters Score -2.436577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -24365776.000000 Penalty: 5826.378906
	Iteration 152Q: 3 clusters Score -2.436578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -24365756.000000 Penalty: 5826.378906
	Iteration 153Q: 3 clusters Score -2.436576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -24365766.000000 Penalty: 5826.378906
	Iteration 154Q: 3 clusters Score -2.436577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -24365738.000000 Penalty: 5826.378906
	Iteration 155Q: 3 clusters Score -2.436574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -24365730.000000 Penalty: 5826.378906
	Iteration 156Q: 3 clusters Score -2.436573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -24365734.000000 Penalty: 5826.378906
	Iteration 157Q: 3 clusters Score -2.436573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -24365728.000000 Penalty: 5826.378906
	Iteration 158Q: 3 clusters Score -2.436573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -24365718.000000 Penalty: 5826.378906
	Iteration 159Q: 3 clusters Score -2.436572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -24365740.000000 Penalty: 5826.378906
	Iteration 160F: 3 clusters Score -2.436574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -24365732.000000 Penalty: 5826.378906
	Iteration 161Q: 3 clusters Score -2.436573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -24365742.000000 Penalty: 5826.378906
	Iteration 162Q: 3 clusters Score -2.436574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -24365730.000000 Penalty: 5826.378906
	Iteration 163Q: 3 clusters Score -2.436573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -24365730.000000 Penalty: 5826.378906
	Iteration 164Q: 3 clusters Score -2.436573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -24365732.000000 Penalty: 5826.378906
	Iteration 165Q: 3 clusters Score -2.436573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -24365738.000000 Penalty: 5826.378906
	Iteration 166Q: 3 clusters Score -2.436574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -24365738.000000 Penalty: 5826.378906
	Iteration 167F: 3 clusters Score -2.436574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 56442 members 
Mstep: Class 14 contains 60852 members 
Mstep: Class 15 contains 43456 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 52189 members 
Mstep: Class 28 contains 53603 members 
Mstep: Class 29 contains 65488 members 
Entering Unmasked Estep 
Score: -160739552.000000 Penalty: 98097.093750
Splitting cluster 14 changes total score from -160375216.000000 to -160739552.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (43456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Entering Unmasked Estep 
Score: -8045651.500000 Penalty: 2648.517090
	Iteration 0F: 2 clusters Score -8045652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -8016497.000000 Penalty: 5297.034180
	Iteration 0F: 3 clusters Score -8016497 nChanged 20050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -8031162.500000 Penalty: 5297.034180
	Iteration 1F: 3 clusters Score -8031162 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -8037003.000000 Penalty: 5297.034180
	Iteration 2F: 3 clusters Score -8037003 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8042697.500000 Penalty: 5297.034180
	Iteration 3F: 3 clusters Score -8042698 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -8045639.000000 Penalty: 5297.034180
	Iteration 4F: 3 clusters Score -8045639 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -8046717.000000 Penalty: 5297.034180
	Iteration 5F: 3 clusters Score -8046717 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -8047119.000000 Penalty: 5297.034180
	Iteration 6Q: 3 clusters Score -8047119 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -8047307.500000 Penalty: 5297.034180
	Iteration 7Q: 3 clusters Score -8047308 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -8047394.000000 Penalty: 5297.034180
	Iteration 8Q: 3 clusters Score -8047394 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -8047487.000000 Penalty: 5297.034180
	Iteration 9Q: 3 clusters Score -8047487 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -8047574.500000 Penalty: 5297.034180
	Iteration 10Q: 3 clusters Score -8047574 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -8047638.500000 Penalty: 5297.034180
	Iteration 11Q: 3 clusters Score -8047638 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -8047730.500000 Penalty: 5297.034180
	Iteration 12Q: 3 clusters Score -8047730 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -8047905.000000 Penalty: 5297.034180
	Iteration 13Q: 3 clusters Score -8047905 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -8048131.000000 Penalty: 5297.034180
	Iteration 14Q: 3 clusters Score -8048131 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -8048409.500000 Penalty: 5297.034180
	Iteration 15Q: 3 clusters Score -8048410 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -8048778.500000 Penalty: 5297.034180
	Iteration 16Q: 3 clusters Score -8048778 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -8049142.500000 Penalty: 5297.034180
	Iteration 17Q: 3 clusters Score -8049142 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -8049553.500000 Penalty: 5297.034180
	Iteration 18Q: 3 clusters Score -8049554 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -8050020.500000 Penalty: 5297.034180
	Iteration 19Q: 3 clusters Score -8050020 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -8050533.000000 Penalty: 5297.034180
	Iteration 20F: 3 clusters Score -8050533 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -8050974.500000 Penalty: 5297.034180
	Iteration 21Q: 3 clusters Score -8050974 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -8051342.000000 Penalty: 5297.034180
	Iteration 22Q: 3 clusters Score -8051342 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8051613.000000 Penalty: 5297.034180
	Iteration 23Q: 3 clusters Score -8051613 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8051841.500000 Penalty: 5297.034180
	Iteration 24Q: 3 clusters Score -8051842 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -8051996.500000 Penalty: 5297.034180
	Iteration 25Q: 3 clusters Score -8051996 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -8052134.500000 Penalty: 5297.034180
	Iteration 26Q: 3 clusters Score -8052134 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8052199.500000 Penalty: 5297.034180
	Iteration 27Q: 3 clusters Score -8052200 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8052292.500000 Penalty: 5297.034180
	Iteration 28Q: 3 clusters Score -8052292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -8052333.000000 Penalty: 5297.034180
	Iteration 29Q: 3 clusters Score -8052333 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -8052336.500000 Penalty: 5297.034180
	Iteration 30Q: 3 clusters Score -8052336 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8052407.500000 Penalty: 5297.034180
	Iteration 31Q: 3 clusters Score -8052408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -8052464.500000 Penalty: 5297.034180
	Iteration 32Q: 3 clusters Score -8052464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8052498.500000 Penalty: 5297.034180
	Iteration 33Q: 3 clusters Score -8052498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8052520.000000 Penalty: 5297.034180
	Iteration 34Q: 3 clusters Score -8052520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8052531.500000 Penalty: 5297.034180
	Iteration 35Q: 3 clusters Score -8052532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8052526.500000 Penalty: 5297.034180
	Iteration 36Q: 3 clusters Score -8052526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8052548.000000 Penalty: 5297.034180
	Iteration 37Q: 3 clusters Score -8052548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8052559.500000 Penalty: 5297.034180
	Iteration 38Q: 3 clusters Score -8052560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8052592.500000 Penalty: 5297.034180
	Iteration 39Q: 3 clusters Score -8052592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -8052598.500000 Penalty: 5297.034180
	Iteration 40F: 3 clusters Score -8052598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8052598.000000 Penalty: 5297.034180
	Iteration 41Q: 3 clusters Score -8052598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -8052600.500000 Penalty: 5297.034180
	Iteration 42Q: 3 clusters Score -8052600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8052609.500000 Penalty: 5297.034180
	Iteration 43Q: 3 clusters Score -8052610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8052617.500000 Penalty: 5297.034180
	Iteration 44Q: 3 clusters Score -8052618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8052654.500000 Penalty: 5297.034180
	Iteration 45Q: 3 clusters Score -8052654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8052659.000000 Penalty: 5297.034180
	Iteration 46Q: 3 clusters Score -8052659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8052656.500000 Penalty: 5297.034180
	Iteration 47Q: 3 clusters Score -8052656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8052652.500000 Penalty: 5297.034180
	Iteration 48Q: 3 clusters Score -8052652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8052646.500000 Penalty: 5297.034180
	Iteration 49Q: 3 clusters Score -8052646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8052637.500000 Penalty: 5297.034180
	Iteration 50Q: 3 clusters Score -8052638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -8052637.000000 Penalty: 5297.034180
	Iteration 51Q: 3 clusters Score -8052637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8052644.000000 Penalty: 5297.034180
	Iteration 52Q: 3 clusters Score -8052644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8052638.500000 Penalty: 5297.034180
	Iteration 53Q: 3 clusters Score -8052638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8052639.000000 Penalty: 5297.034180
	Iteration 54Q: 3 clusters Score -8052639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8052638.000000 Penalty: 5297.034180
	Iteration 55Q: 3 clusters Score -8052638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -8052638.000000 Penalty: 5297.034180
	Iteration 56Q: 3 clusters Score -8052638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -8052648.000000 Penalty: 5297.034180
	Iteration 57Q: 3 clusters Score -8052648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8052648.000000 Penalty: 5297.034180
	Iteration 58Q: 3 clusters Score -8052648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8052645.500000 Penalty: 5297.034180
	Iteration 59Q: 3 clusters Score -8052646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8052654.500000 Penalty: 5297.034180
	Iteration 60F: 3 clusters Score -8052654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8052657.500000 Penalty: 5297.034180
	Iteration 61Q: 3 clusters Score -8052658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8052654.500000 Penalty: 5297.034180
	Iteration 62Q: 3 clusters Score -8052654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -8052654.500000 Penalty: 5297.034180
	Iteration 63Q: 3 clusters Score -8052654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -8052646.500000 Penalty: 5297.034180
	Iteration 64Q: 3 clusters Score -8052646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -8052645.500000 Penalty: 5297.034180
	Iteration 65Q: 3 clusters Score -8052646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8052641.500000 Penalty: 5297.034180
	Iteration 66Q: 3 clusters Score -8052642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -8052645.000000 Penalty: 5297.034180
	Iteration 67Q: 3 clusters Score -8052645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8052646.000000 Penalty: 5297.034180
	Iteration 68Q: 3 clusters Score -8052646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8052646.000000 Penalty: 5297.034180
	Iteration 69F: 3 clusters Score -8052646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 56442 members 
Mstep: Class 14 contains 60852 members 
Mstep: Class 15 contains 39360 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 52189 members 
Mstep: Class 28 contains 53603 members 
Mstep: Class 29 contains 65488 members 
Mstep: Class 30 contains 4096 members 
Entering Unmasked Estep 
Score: -160745536.000000 Penalty: 101479.750000
Splitting cluster 15 changes total score from -160375216.000000 to -160745536.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -108805.992188 Penalty: 1815.818726
	Iteration 0F: 2 clusters Score -108806 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 719 members 
Entering Unmasked Estep 
Score: -107264.890625 Penalty: 3631.637451
	Iteration 0F: 3 clusters Score -107264.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -110059.531250 Penalty: 3631.637451
	Iteration 1F: 3 clusters Score -110059.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111144.515625 Penalty: 3631.637451
	Iteration 2F: 3 clusters Score -111144.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111549.445312 Penalty: 3631.637451
	Iteration 3F: 3 clusters Score -111549.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -111875.000000 Penalty: 3631.637451
	Iteration 4Q: 3 clusters Score -111875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112288.734375 Penalty: 3631.637451
	Iteration 5Q: 3 clusters Score -112288.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -112869.812500 Penalty: 3631.637451
	Iteration 6F: 3 clusters Score -112869.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -113879.585938 Penalty: 3631.637451
	Iteration 7F: 3 clusters Score -113879.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -114651.710938 Penalty: 3631.637451
	Iteration 8F: 3 clusters Score -114651.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -114979.109375 Penalty: 3631.637451
	Iteration 9Q: 3 clusters Score -114979.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -115185.898438 Penalty: 3631.637451
	Iteration 10Q: 3 clusters Score -115185.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -115339.968750 Penalty: 3631.637451
	Iteration 11Q: 3 clusters Score -115340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -115567.140625 Penalty: 3631.637451
	Iteration 12Q: 3 clusters Score -115567.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -115703.617188 Penalty: 3631.637451
	Iteration 13Q: 3 clusters Score -115703.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -115879.171875 Penalty: 3631.637451
	Iteration 14Q: 3 clusters Score -115879.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -116029.750000 Penalty: 3631.637451
	Iteration 15Q: 3 clusters Score -116029.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -116133.562500 Penalty: 3631.637451
	Iteration 16Q: 3 clusters Score -116133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -116166.851562 Penalty: 3631.637451
	Iteration 17Q: 3 clusters Score -116166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -116184.406250 Penalty: 3631.637451
	Iteration 18Q: 3 clusters Score -116184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -116209.710938 Penalty: 3631.637451
	Iteration 19Q: 3 clusters Score -116209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -116237.437500 Penalty: 3631.637451
	Iteration 20F: 3 clusters Score -116237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -116258.289062 Penalty: 3631.637451
	Iteration 21Q: 3 clusters Score -116258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -116286.195312 Penalty: 3631.637451
	Iteration 22Q: 3 clusters Score -116286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -116296.281250 Penalty: 3631.637451
	Iteration 23Q: 3 clusters Score -116296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -116305.000000 Penalty: 3631.637451
	Iteration 24Q: 3 clusters Score -116305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116306.023438 Penalty: 3631.637451
	Iteration 25Q: 3 clusters Score -116306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116306.023438 Penalty: 3631.637451
	Iteration 26F: 3 clusters Score -116306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 56442 members 
Mstep: Class 14 contains 60852 members 
Mstep: Class 15 contains 39360 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 101139 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 52189 members 
Mstep: Class 28 contains 53603 members 
Mstep: Class 29 contains 65488 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 675 members 
Entering Unmasked Estep 
Score: -160751360.000000 Penalty: 104862.406250
Splitting cluster 16 changes total score from -160375216.000000 to -160751360.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (101139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Entering Unmasked Estep 
Score: -20365252.000000 Penalty: 2858.014160
	Iteration 0F: 2 clusters Score -2.036525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -20375912.000000 Penalty: 5716.028320
	Iteration 0F: 3 clusters Score -2.037591e+07 nChanged 47945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -20403140.000000 Penalty: 5716.028320
	Iteration 1F: 3 clusters Score -2.040314e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -20403544.000000 Penalty: 5716.028320
	Iteration 2F: 3 clusters Score -2.040354e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -20404400.000000 Penalty: 5716.028320
	Iteration 3Q: 3 clusters Score -2.04044e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -20405672.000000 Penalty: 5716.028320
	Iteration 4Q: 3 clusters Score -2.040567e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -20407218.000000 Penalty: 5716.028320
	Iteration 5Q: 3 clusters Score -2.040722e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -20409686.000000 Penalty: 5716.028320
	Iteration 6F: 3 clusters Score -2.040969e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -20412878.000000 Penalty: 5716.028320
	Iteration 7F: 3 clusters Score -2.041288e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -20416058.000000 Penalty: 5716.028320
	Iteration 8F: 3 clusters Score -2.041606e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -20418780.000000 Penalty: 5716.028320
	Iteration 9F: 3 clusters Score -2.041878e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -20420936.000000 Penalty: 5716.028320
	Iteration 10F: 3 clusters Score -2.042094e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -20422358.000000 Penalty: 5716.028320
	Iteration 11Q: 3 clusters Score -2.042236e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -20423352.000000 Penalty: 5716.028320
	Iteration 12Q: 3 clusters Score -2.042335e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -20424172.000000 Penalty: 5716.028320
	Iteration 13Q: 3 clusters Score -2.042417e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -20424488.000000 Penalty: 5716.028320
	Iteration 14Q: 3 clusters Score -2.042449e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -20424976.000000 Penalty: 5716.028320
	Iteration 15Q: 3 clusters Score -2.042498e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -20425316.000000 Penalty: 5716.028320
	Iteration 16Q: 3 clusters Score -2.042532e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -20425598.000000 Penalty: 5716.028320
	Iteration 17Q: 3 clusters Score -2.04256e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -20425990.000000 Penalty: 5716.028320
	Iteration 18Q: 3 clusters Score -2.042599e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -20426120.000000 Penalty: 5716.028320
	Iteration 19Q: 3 clusters Score -2.042612e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -20426114.000000 Penalty: 5716.028320
	Iteration 20F: 3 clusters Score -2.042611e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -20426048.000000 Penalty: 5716.028320
	Iteration 21Q: 3 clusters Score -2.042605e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -20426010.000000 Penalty: 5716.028320
	Iteration 22Q: 3 clusters Score -2.042601e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -20426014.000000 Penalty: 5716.028320
	Iteration 23Q: 3 clusters Score -2.042601e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -20425902.000000 Penalty: 5716.028320
	Iteration 24Q: 3 clusters Score -2.04259e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -20425780.000000 Penalty: 5716.028320
	Iteration 25Q: 3 clusters Score -2.042578e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -20425688.000000 Penalty: 5716.028320
	Iteration 26Q: 3 clusters Score -2.042569e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -20425566.000000 Penalty: 5716.028320
	Iteration 27Q: 3 clusters Score -2.042557e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -20425542.000000 Penalty: 5716.028320
	Iteration 28Q: 3 clusters Score -2.042554e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -20425488.000000 Penalty: 5716.028320
	Iteration 29Q: 3 clusters Score -2.042549e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -20425454.000000 Penalty: 5716.028320
	Iteration 30Q: 3 clusters Score -2.042545e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -20425392.000000 Penalty: 5716.028320
	Iteration 31Q: 3 clusters Score -2.042539e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -20425434.000000 Penalty: 5716.028320
	Iteration 32Q: 3 clusters Score -2.042543e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -20425438.000000 Penalty: 5716.028320
	Iteration 33Q: 3 clusters Score -2.042544e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -20425414.000000 Penalty: 5716.028320
	Iteration 34Q: 3 clusters Score -2.042541e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -20425460.000000 Penalty: 5716.028320
	Iteration 35Q: 3 clusters Score -2.042546e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -20425444.000000 Penalty: 5716.028320
	Iteration 36Q: 3 clusters Score -2.042544e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -20425440.000000 Penalty: 5716.028320
	Iteration 37Q: 3 clusters Score -2.042544e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -20425414.000000 Penalty: 5716.028320
	Iteration 38Q: 3 clusters Score -2.042541e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -20425414.000000 Penalty: 5716.028320
	Iteration 39Q: 3 clusters Score -2.042541e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -20425406.000000 Penalty: 5716.028320
	Iteration 40F: 3 clusters Score -2.042541e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -20425344.000000 Penalty: 5716.028320
	Iteration 41Q: 3 clusters Score -2.042534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -20425314.000000 Penalty: 5716.028320
	Iteration 42Q: 3 clusters Score -2.042531e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -20425336.000000 Penalty: 5716.028320
	Iteration 43Q: 3 clusters Score -2.042534e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -20425320.000000 Penalty: 5716.028320
	Iteration 44Q: 3 clusters Score -2.042532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -20425318.000000 Penalty: 5716.028320
	Iteration 45Q: 3 clusters Score -2.042532e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -20425298.000000 Penalty: 5716.028320
	Iteration 46Q: 3 clusters Score -2.04253e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -20425306.000000 Penalty: 5716.028320
	Iteration 47Q: 3 clusters Score -2.042531e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -20425284.000000 Penalty: 5716.028320
	Iteration 48Q: 3 clusters Score -2.042528e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -20425298.000000 Penalty: 5716.028320
	Iteration 49Q: 3 clusters Score -2.04253e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -20425278.000000 Penalty: 5716.028320
	Iteration 50Q: 3 clusters Score -2.042528e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -20425276.000000 Penalty: 5716.028320
	Iteration 51Q: 3 clusters Score -2.042528e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -20425290.000000 Penalty: 5716.028320
	Iteration 52Q: 3 clusters Score -2.042529e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -20425288.000000 Penalty: 5716.028320
	Iteration 53Q: 3 clusters Score -2.042529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -20425260.000000 Penalty: 5716.028320
	Iteration 54Q: 3 clusters Score -2.042526e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -20425242.000000 Penalty: 5716.028320
	Iteration 55Q: 3 clusters Score -2.042524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -20425260.000000 Penalty: 5716.028320
	Iteration 56Q: 3 clusters Score -2.042526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -20425254.000000 Penalty: 5716.028320
	Iteration 57Q: 3 clusters Score -2.042525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -20425254.000000 Penalty: 5716.028320
	Iteration 58Q: 3 clusters Score -2.042525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -20425242.000000 Penalty: 5716.028320
	Iteration 59Q: 3 clusters Score -2.042524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -20425228.000000 Penalty: 5716.028320
	Iteration 60F: 3 clusters Score -2.042523e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -20425212.000000 Penalty: 5716.028320
	Iteration 61Q: 3 clusters Score -2.042521e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -20425238.000000 Penalty: 5716.028320
	Iteration 62Q: 3 clusters Score -2.042524e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -20425214.000000 Penalty: 5716.028320
	Iteration 63Q: 3 clusters Score -2.042521e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -20425180.000000 Penalty: 5716.028320
	Iteration 64Q: 3 clusters Score -2.042518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -20425202.000000 Penalty: 5716.028320
	Iteration 65Q: 3 clusters Score -2.04252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -20425186.000000 Penalty: 5716.028320
	Iteration 66Q: 3 clusters Score -2.042519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -20425184.000000 Penalty: 5716.028320
	Iteration 67Q: 3 clusters Score -2.042518e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -20425190.000000 Penalty: 5716.028320
	Iteration 68Q: 3 clusters Score -2.042519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -20425198.000000 Penalty: 5716.028320
	Iteration 69Q: 3 clusters Score -2.04252e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -20425196.000000 Penalty: 5716.028320
	Iteration 70Q: 3 clusters Score -2.04252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -20425188.000000 Penalty: 5716.028320
	Iteration 71Q: 3 clusters Score -2.042519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -20425190.000000 Penalty: 5716.028320
	Iteration 72Q: 3 clusters Score -2.042519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -20425194.000000 Penalty: 5716.028320
	Iteration 73Q: 3 clusters Score -2.042519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -20425202.000000 Penalty: 5716.028320
	Iteration 74Q: 3 clusters Score -2.04252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -20425200.000000 Penalty: 5716.028320
	Iteration 75Q: 3 clusters Score -2.04252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -20425208.000000 Penalty: 5716.028320
	Iteration 76Q: 3 clusters Score -2.042521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -20425220.000000 Penalty: 5716.028320
	Iteration 77Q: 3 clusters Score -2.042522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -20425198.000000 Penalty: 5716.028320
	Iteration 78Q: 3 clusters Score -2.04252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -20425222.000000 Penalty: 5716.028320
	Iteration 79Q: 3 clusters Score -2.042522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -20425210.000000 Penalty: 5716.028320
	Iteration 80F: 3 clusters Score -2.042521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -20425208.000000 Penalty: 5716.028320
	Iteration 81Q: 3 clusters Score -2.042521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -20425212.000000 Penalty: 5716.028320
	Iteration 82Q: 3 clusters Score -2.042521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -20425210.000000 Penalty: 5716.028320
	Iteration 83Q: 3 clusters Score -2.042521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -20425214.000000 Penalty: 5716.028320
	Iteration 84Q: 3 clusters Score -2.042521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -20425210.000000 Penalty: 5716.028320
	Iteration 85Q: 3 clusters Score -2.042521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -20425210.000000 Penalty: 5716.028320
	Iteration 86F: 3 clusters Score -2.042521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 56442 members 
Mstep: Class 14 contains 60852 members 
Mstep: Class 15 contains 39360 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 55106 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 88017 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 52189 members 
Mstep: Class 28 contains 53603 members 
Mstep: Class 29 contains 65488 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 675 members 
Mstep: Class 32 contains 46033 members 
Entering Unmasked Estep 
Score: -160819728.000000 Penalty: 108245.070312
Splitting cluster 17 changes total score from -160375216.000000 to -160819728.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (88017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Entering Unmasked Estep 
Score: -17199968.000000 Penalty: 2823.550781
	Iteration 0F: 2 clusters Score -1.719997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -17218298.000000 Penalty: 5647.101562
	Iteration 0F: 3 clusters Score -1.72183e+07 nChanged 41544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -17242812.000000 Penalty: 5647.101562
	Iteration 1F: 3 clusters Score -1.724281e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -17245836.000000 Penalty: 5647.101562
	Iteration 2F: 3 clusters Score -1.724584e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -17250424.000000 Penalty: 5647.101562
	Iteration 3F: 3 clusters Score -1.725042e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -17255060.000000 Penalty: 5647.101562
	Iteration 4F: 3 clusters Score -1.725506e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -17257492.000000 Penalty: 5647.101562
	Iteration 5F: 3 clusters Score -1.725749e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -17258676.000000 Penalty: 5647.101562
	Iteration 6Q: 3 clusters Score -1.725868e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -17259404.000000 Penalty: 5647.101562
	Iteration 7Q: 3 clusters Score -1.72594e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -17259872.000000 Penalty: 5647.101562
	Iteration 8Q: 3 clusters Score -1.725987e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -17260126.000000 Penalty: 5647.101562
	Iteration 9Q: 3 clusters Score -1.726013e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -17260416.000000 Penalty: 5647.101562
	Iteration 10Q: 3 clusters Score -1.726042e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -17260682.000000 Penalty: 5647.101562
	Iteration 11Q: 3 clusters Score -1.726068e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -17260900.000000 Penalty: 5647.101562
	Iteration 12Q: 3 clusters Score -1.72609e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -17260956.000000 Penalty: 5647.101562
	Iteration 13Q: 3 clusters Score -1.726096e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -17261096.000000 Penalty: 5647.101562
	Iteration 14Q: 3 clusters Score -1.72611e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -17261154.000000 Penalty: 5647.101562
	Iteration 15Q: 3 clusters Score -1.726115e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -17261118.000000 Penalty: 5647.101562
	Iteration 16Q: 3 clusters Score -1.726112e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -17261018.000000 Penalty: 5647.101562
	Iteration 17Q: 3 clusters Score -1.726102e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -17260740.000000 Penalty: 5647.101562
	Iteration 18Q: 3 clusters Score -1.726074e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -17260430.000000 Penalty: 5647.101562
	Iteration 19Q: 3 clusters Score -1.726043e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -17260080.000000 Penalty: 5647.101562
	Iteration 20F: 3 clusters Score -1.726008e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -17259768.000000 Penalty: 5647.101562
	Iteration 21Q: 3 clusters Score -1.725977e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -17259534.000000 Penalty: 5647.101562
	Iteration 22Q: 3 clusters Score -1.725953e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -17259244.000000 Penalty: 5647.101562
	Iteration 23Q: 3 clusters Score -1.725924e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -17259138.000000 Penalty: 5647.101562
	Iteration 24Q: 3 clusters Score -1.725914e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -17259078.000000 Penalty: 5647.101562
	Iteration 25Q: 3 clusters Score -1.725908e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -17259040.000000 Penalty: 5647.101562
	Iteration 26Q: 3 clusters Score -1.725904e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -17259014.000000 Penalty: 5647.101562
	Iteration 27Q: 3 clusters Score -1.725901e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -17259024.000000 Penalty: 5647.101562
	Iteration 28Q: 3 clusters Score -1.725902e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -17258964.000000 Penalty: 5647.101562
	Iteration 29Q: 3 clusters Score -1.725896e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -17258954.000000 Penalty: 5647.101562
	Iteration 30Q: 3 clusters Score -1.725895e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -17258942.000000 Penalty: 5647.101562
	Iteration 31Q: 3 clusters Score -1.725894e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -17258980.000000 Penalty: 5647.101562
	Iteration 32Q: 3 clusters Score -1.725898e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -17259008.000000 Penalty: 5647.101562
	Iteration 33Q: 3 clusters Score -1.725901e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -17259006.000000 Penalty: 5647.101562
	Iteration 34Q: 3 clusters Score -1.725901e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -17258982.000000 Penalty: 5647.101562
	Iteration 35Q: 3 clusters Score -1.725898e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -17259046.000000 Penalty: 5647.101562
	Iteration 36Q: 3 clusters Score -1.725905e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -17259088.000000 Penalty: 5647.101562
	Iteration 37Q: 3 clusters Score -1.725909e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -17259164.000000 Penalty: 5647.101562
	Iteration 38Q: 3 clusters Score -1.725916e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -17259240.000000 Penalty: 5647.101562
	Iteration 39Q: 3 clusters Score -1.725924e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -17259314.000000 Penalty: 5647.101562
	Iteration 40F: 3 clusters Score -1.725931e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -17259316.000000 Penalty: 5647.101562
	Iteration 41Q: 3 clusters Score -1.725932e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -17259376.000000 Penalty: 5647.101562
	Iteration 42Q: 3 clusters Score -1.725938e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -17259394.000000 Penalty: 5647.101562
	Iteration 43Q: 3 clusters Score -1.725939e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -17259418.000000 Penalty: 5647.101562
	Iteration 44Q: 3 clusters Score -1.725942e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -17259474.000000 Penalty: 5647.101562
	Iteration 45Q: 3 clusters Score -1.725947e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -17259466.000000 Penalty: 5647.101562
	Iteration 46Q: 3 clusters Score -1.725947e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -17259540.000000 Penalty: 5647.101562
	Iteration 47Q: 3 clusters Score -1.725954e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -17259594.000000 Penalty: 5647.101562
	Iteration 48Q: 3 clusters Score -1.725959e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -17259644.000000 Penalty: 5647.101562
	Iteration 49Q: 3 clusters Score -1.725964e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -17259758.000000 Penalty: 5647.101562
	Iteration 50Q: 3 clusters Score -1.725976e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -17259858.000000 Penalty: 5647.101562
	Iteration 51Q: 3 clusters Score -1.725986e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -17259964.000000 Penalty: 5647.101562
	Iteration 52Q: 3 clusters Score -1.725996e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -17260012.000000 Penalty: 5647.101562
	Iteration 53Q: 3 clusters Score -1.726001e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -17260032.000000 Penalty: 5647.101562
	Iteration 54Q: 3 clusters Score -1.726003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -17260058.000000 Penalty: 5647.101562
	Iteration 55Q: 3 clusters Score -1.726006e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -17260072.000000 Penalty: 5647.101562
	Iteration 56Q: 3 clusters Score -1.726007e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -17260158.000000 Penalty: 5647.101562
	Iteration 57Q: 3 clusters Score -1.726016e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -17260200.000000 Penalty: 5647.101562
	Iteration 58Q: 3 clusters Score -1.72602e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -17260224.000000 Penalty: 5647.101562
	Iteration 59Q: 3 clusters Score -1.726022e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -17260232.000000 Penalty: 5647.101562
	Iteration 60F: 3 clusters Score -1.726023e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -17260248.000000 Penalty: 5647.101562
	Iteration 61Q: 3 clusters Score -1.726025e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -17260234.000000 Penalty: 5647.101562
	Iteration 62Q: 3 clusters Score -1.726023e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -17260210.000000 Penalty: 5647.101562
	Iteration 63Q: 3 clusters Score -1.726021e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -17260206.000000 Penalty: 5647.101562
	Iteration 64Q: 3 clusters Score -1.726021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -17260198.000000 Penalty: 5647.101562
	Iteration 65Q: 3 clusters Score -1.72602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -17260246.000000 Penalty: 5647.101562
	Iteration 66Q: 3 clusters Score -1.726025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -17260262.000000 Penalty: 5647.101562
	Iteration 67Q: 3 clusters Score -1.726026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -17260282.000000 Penalty: 5647.101562
	Iteration 68Q: 3 clusters Score -1.726028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -17260312.000000 Penalty: 5647.101562
	Iteration 69Q: 3 clusters Score -1.726031e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -17260322.000000 Penalty: 5647.101562
	Iteration 70Q: 3 clusters Score -1.726032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -17260346.000000 Penalty: 5647.101562
	Iteration 71Q: 3 clusters Score -1.726035e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -17260386.000000 Penalty: 5647.101562
	Iteration 72Q: 3 clusters Score -1.726039e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -17260390.000000 Penalty: 5647.101562
	Iteration 73Q: 3 clusters Score -1.726039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -17260390.000000 Penalty: 5647.101562
	Iteration 74Q: 3 clusters Score -1.726039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -17260394.000000 Penalty: 5647.101562
	Iteration 75Q: 3 clusters Score -1.726039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -17260382.000000 Penalty: 5647.101562
	Iteration 76Q: 3 clusters Score -1.726038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -17260378.000000 Penalty: 5647.101562
	Iteration 77Q: 3 clusters Score -1.726038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -17260372.000000 Penalty: 5647.101562
	Iteration 78Q: 3 clusters Score -1.726037e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -17260366.000000 Penalty: 5647.101562
	Iteration 79Q: 3 clusters Score -1.726037e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -17260348.000000 Penalty: 5647.101562
	Iteration 80F: 3 clusters Score -1.726035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -17260348.000000 Penalty: 5647.101562
	Iteration 81Q: 3 clusters Score -1.726035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -17260370.000000 Penalty: 5647.101562
	Iteration 82Q: 3 clusters Score -1.726037e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -17260364.000000 Penalty: 5647.101562
	Iteration 83Q: 3 clusters Score -1.726036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -17260396.000000 Penalty: 5647.101562
	Iteration 84Q: 3 clusters Score -1.72604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -17260388.000000 Penalty: 5647.101562
	Iteration 85Q: 3 clusters Score -1.726039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -17260398.000000 Penalty: 5647.101562
	Iteration 86Q: 3 clusters Score -1.72604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -17260416.000000 Penalty: 5647.101562
	Iteration 87Q: 3 clusters Score -1.726042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -17260442.000000 Penalty: 5647.101562
	Iteration 88Q: 3 clusters Score -1.726044e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -17260464.000000 Penalty: 5647.101562
	Iteration 89Q: 3 clusters Score -1.726046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -17260480.000000 Penalty: 5647.101562
	Iteration 90Q: 3 clusters Score -1.726048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -17260500.000000 Penalty: 5647.101562
	Iteration 91Q: 3 clusters Score -1.72605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -17260504.000000 Penalty: 5647.101562
	Iteration 92Q: 3 clusters Score -1.72605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -17260516.000000 Penalty: 5647.101562
	Iteration 93Q: 3 clusters Score -1.726052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -17260522.000000 Penalty: 5647.101562
	Iteration 94Q: 3 clusters Score -1.726052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -17260520.000000 Penalty: 5647.101562
	Iteration 95Q: 3 clusters Score -1.726052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -17260534.000000 Penalty: 5647.101562
	Iteration 96Q: 3 clusters Score -1.726053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -17260534.000000 Penalty: 5647.101562
	Iteration 97Q: 3 clusters Score -1.726053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -17260534.000000 Penalty: 5647.101562
	Iteration 98Q: 3 clusters Score -1.726053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -17260548.000000 Penalty: 5647.101562
	Iteration 99Q: 3 clusters Score -1.726055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -17260540.000000 Penalty: 5647.101562
	Iteration 100F: 3 clusters Score -1.726054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -17260532.000000 Penalty: 5647.101562
	Iteration 101Q: 3 clusters Score -1.726053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -17260532.000000 Penalty: 5647.101562
	Iteration 102Q: 3 clusters Score -1.726053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -17260534.000000 Penalty: 5647.101562
	Iteration 103Q: 3 clusters Score -1.726053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -17260538.000000 Penalty: 5647.101562
	Iteration 104Q: 3 clusters Score -1.726054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -17260544.000000 Penalty: 5647.101562
	Iteration 105Q: 3 clusters Score -1.726054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -17260536.000000 Penalty: 5647.101562
	Iteration 106Q: 3 clusters Score -1.726054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -17260544.000000 Penalty: 5647.101562
	Iteration 107Q: 3 clusters Score -1.726054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -17260550.000000 Penalty: 5647.101562
	Iteration 108Q: 3 clusters Score -1.726055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -17260542.000000 Penalty: 5647.101562
	Iteration 109Q: 3 clusters Score -1.726054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -17260538.000000 Penalty: 5647.101562
	Iteration 110Q: 3 clusters Score -1.726054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -17260540.000000 Penalty: 5647.101562
	Iteration 111Q: 3 clusters Score -1.726054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -17260540.000000 Penalty: 5647.101562
	Iteration 112F: 3 clusters Score -1.726054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 56442 members 
Mstep: Class 14 contains 60852 members 
Mstep: Class 15 contains 39360 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 55106 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 45445 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 52189 members 
Mstep: Class 28 contains 53603 members 
Mstep: Class 29 contains 65488 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 675 members 
Mstep: Class 32 contains 46033 members 
Mstep: Class 33 contains 42572 members 
Entering Unmasked Estep 
Score: -160875104.000000 Penalty: 111627.726562
Splitting cluster 19 changes total score from -160375216.000000 to -160875104.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -206604.093750 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -206604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -205000.593750 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -205000.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -208171.281250 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -208171.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -210828.671875 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -210828.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -212239.781250 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -212239.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -212716.375000 Penalty: 3559.801270
	Iteration 4Q: 3 clusters Score -212716.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -212931.078125 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -212931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -212949.296875 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -212949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -212951.125000 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -212951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -212952.578125 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -212952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -212952.578125 Penalty: 3559.801270
	Iteration 9F: 3 clusters Score -212952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 56442 members 
Mstep: Class 14 contains 60852 members 
Mstep: Class 15 contains 39360 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 55106 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 45445 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54412 members 
Mstep: Class 24 contains 55161 members 
Mstep: Class 25 contains 1131 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 52189 members 
Mstep: Class 28 contains 53603 members 
Mstep: Class 29 contains 65488 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 675 members 
Mstep: Class 32 contains 46033 members 
Mstep: Class 33 contains 42572 members 
Mstep: Class 34 contains 376 members 
Entering Unmasked Estep 
Score: -160879360.000000 Penalty: 115010.382812
Splitting cluster 20 changes total score from -160375216.000000 to -160879360.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 4 contains 1578 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 52713 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 56442 members 
Mstep: Class 14 contains 60852 members 
Mstep: Class 15 contains 39360 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 55106 members 
Mstep: Class 19 contains 45445 members 
Mstep: Class 20 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160946000.000000 Penalty: 115010.382812
Iteration 39Q: 35 clusters Score -1.60946e+08 nChanged 82220
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 6181 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 56724 members 
Mstep: Class 8 contains 65214 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 13515 members 
Mstep: Class 12 contains 51856 members 
Mstep: Class 13 contains 57967 members 
Mstep: Class 14 contains 63849 members 
Mstep: Class 15 contains 39184 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 59621 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 47383 members 
Mstep: Class 20 contains 943 members 
Mstep: Class 21 contains 2778 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 42836 members 
Mstep: Class 24 contains 52411 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3174 members 
Mstep: Class 27 contains 49340 members 
Mstep: Class 28 contains 61263 members 
Mstep: Class 29 contains 61383 members 
Mstep: Class 30 contains 4172 members 
Mstep: Class 31 contains 625 members 
Mstep: Class 32 contains 42715 members 
Mstep: Class 33 contains 40863 members 
Mstep: Class 34 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160965680.000000 Penalty: 115010.382812
Iteration 40F: 35 clusters Score -1.609657e+08 nChanged 69766
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 6236 members 
Mstep: Class 4 contains 1693 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 51351 members 
Mstep: Class 8 contains 63881 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 10859 members 
Mstep: Class 12 contains 50360 members 
Mstep: Class 13 contains 55625 members 
Mstep: Class 14 contains 60877 members 
Mstep: Class 15 contains 37775 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 52427 members 
Mstep: Class 18 contains 2283 members 
Mstep: Class 19 contains 46340 members 
Mstep: Class 20 contains 950 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 748 members 
Mstep: Class 23 contains 44676 members 
Mstep: Class 24 contains 57058 members 
Mstep: Class 25 contains 1362 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 50591 members 
Mstep: Class 28 contains 65547 members 
Mstep: Class 29 contains 67622 members 
Mstep: Class 30 contains 4222 members 
Mstep: Class 31 contains 625 members 
Mstep: Class 32 contains 45992 members 
Mstep: Class 33 contains 44009 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160974080.000000 Penalty: 115010.382812
Iteration 41F: 35 clusters Score -1.609741e+08 nChanged 39721
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 6317 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 62534 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 9590 members 
Mstep: Class 12 contains 49629 members 
Mstep: Class 13 contains 56521 members 
Mstep: Class 14 contains 61724 members 
Mstep: Class 15 contains 37595 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 52749 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 45938 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 3331 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 43886 members 
Mstep: Class 24 contains 59227 members 
Mstep: Class 25 contains 1373 members 
Mstep: Class 26 contains 3885 members 
Mstep: Class 27 contains 50147 members 
Mstep: Class 28 contains 65072 members 
Mstep: Class 29 contains 68245 members 
Mstep: Class 30 contains 4276 members 
Mstep: Class 31 contains 612 members 
Mstep: Class 32 contains 45467 members 
Mstep: Class 33 contains 46461 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160976336.000000 Penalty: 115010.382812
Iteration 42Q: 35 clusters Score -1.609763e+08 nChanged 26748
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 6419 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 750 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 61721 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 49152 members 
Mstep: Class 13 contains 56484 members 
Mstep: Class 14 contains 62036 members 
Mstep: Class 15 contains 37718 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 51795 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 45501 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 3429 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 42641 members 
Mstep: Class 24 contains 59813 members 
Mstep: Class 25 contains 1369 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 50017 members 
Mstep: Class 28 contains 65372 members 
Mstep: Class 29 contains 69132 members 
Mstep: Class 30 contains 4326 members 
Mstep: Class 31 contains 599 members 
Mstep: Class 32 contains 46067 members 
Mstep: Class 33 contains 48748 members 
Mstep: Class 34 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160976912.000000 Penalty: 115010.382812
Iteration 43Q: 35 clusters Score -1.609769e+08 nChanged 22508
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 48975 members 
Mstep: Class 8 contains 61445 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 8296 members 
Mstep: Class 12 contains 48880 members 
Mstep: Class 13 contains 56559 members 
Mstep: Class 14 contains 62361 members 
Mstep: Class 15 contains 37998 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 51369 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 44992 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 3478 members 
Mstep: Class 22 contains 732 members 
Mstep: Class 23 contains 41324 members 
Mstep: Class 24 contains 59548 members 
Mstep: Class 25 contains 1370 members 
Mstep: Class 26 contains 4073 members 
Mstep: Class 27 contains 49924 members 
Mstep: Class 28 contains 65602 members 
Mstep: Class 29 contains 69552 members 
Mstep: Class 30 contains 4384 members 
Mstep: Class 31 contains 593 members 
Mstep: Class 32 contains 46480 members 
Mstep: Class 33 contains 50696 members 
Mstep: Class 34 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160976672.000000 Penalty: 115010.382812
Iteration 44Q: 35 clusters Score -1.609767e+08 nChanged 20169
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 6626 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 48803 members 
Mstep: Class 8 contains 61400 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 11 contains 7882 members 
Mstep: Class 12 contains 48728 members 
Mstep: Class 13 contains 56646 members 
Mstep: Class 14 contains 62527 members 
Mstep: Class 15 contains 38283 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 51096 members 
Mstep: Class 18 contains 2649 members 
Mstep: Class 19 contains 44772 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 3511 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 40313 members 
Mstep: Class 24 contains 59206 members 
Mstep: Class 25 contains 1367 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 49964 members 
Mstep: Class 28 contains 65691 members 
Mstep: Class 29 contains 69749 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 591 members 
Mstep: Class 32 contains 47037 members 
Mstep: Class 33 contains 51658 members 
Mstep: Class 34 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160976240.000000 Penalty: 115010.382812
Iteration 45Q: 35 clusters Score -1.609762e+08 nChanged 18401
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 6705 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 48792 members 
Mstep: Class 8 contains 61438 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 7506 members 
Mstep: Class 12 contains 48662 members 
Mstep: Class 13 contains 56669 members 
Mstep: Class 14 contains 62577 members 
Mstep: Class 15 contains 38594 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 50839 members 
Mstep: Class 18 contains 2710 members 
Mstep: Class 19 contains 45042 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 3563 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 39611 members 
Mstep: Class 24 contains 58901 members 
Mstep: Class 25 contains 1355 members 
Mstep: Class 26 contains 4283 members 
Mstep: Class 27 contains 50068 members 
Mstep: Class 28 contains 65709 members 
Mstep: Class 29 contains 69801 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 47662 members 
Mstep: Class 33 contains 51622 members 
Mstep: Class 34 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160977232.000000 Penalty: 115010.382812
Iteration 46Q: 35 clusters Score -1.609772e+08 nChanged 16180
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 6771 members 
Mstep: Class 4 contains 1536 members 
Mstep: Class 5 contains 1431 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 48768 members 
Mstep: Class 8 contains 61550 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 48650 members 
Mstep: Class 13 contains 56607 members 
Mstep: Class 14 contains 62578 members 
Mstep: Class 15 contains 38926 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 50547 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 45655 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 3616 members 
Mstep: Class 22 contains 727 members 
Mstep: Class 23 contains 39058 members 
Mstep: Class 24 contains 58465 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 50214 members 
Mstep: Class 28 contains 65636 members 
Mstep: Class 29 contains 69894 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 48341 members 
Mstep: Class 33 contains 51167 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160977968.000000 Penalty: 115010.382812
Iteration 47Q: 35 clusters Score -1.60978e+08 nChanged 14674
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 48866 members 
Mstep: Class 8 contains 61514 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 48717 members 
Mstep: Class 13 contains 56486 members 
Mstep: Class 14 contains 62586 members 
Mstep: Class 15 contains 39318 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 50260 members 
Mstep: Class 18 contains 2792 members 
Mstep: Class 19 contains 46459 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 38667 members 
Mstep: Class 24 contains 57924 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 4510 members 
Mstep: Class 27 contains 50448 members 
Mstep: Class 28 contains 65648 members 
Mstep: Class 29 contains 69773 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 587 members 
Mstep: Class 32 contains 48809 members 
Mstep: Class 33 contains 50663 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160978928.000000 Penalty: 115010.382812
Iteration 48Q: 35 clusters Score -1.609789e+08 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 48831 members 
Mstep: Class 8 contains 61397 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 48851 members 
Mstep: Class 13 contains 56491 members 
Mstep: Class 14 contains 62569 members 
Mstep: Class 15 contains 39747 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 50011 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 47114 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 3698 members 
Mstep: Class 22 contains 724 members 
Mstep: Class 23 contains 38429 members 
Mstep: Class 24 contains 57216 members 
Mstep: Class 25 contains 1337 members 
Mstep: Class 26 contains 4628 members 
Mstep: Class 27 contains 50723 members 
Mstep: Class 28 contains 65522 members 
Mstep: Class 29 contains 69657 members 
Mstep: Class 30 contains 4535 members 
Mstep: Class 31 contains 587 members 
Mstep: Class 32 contains 49199 members 
Mstep: Class 33 contains 50384 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160979632.000000 Penalty: 115010.382812
Iteration 49Q: 35 clusters Score -1.609796e+08 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 6893 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 48761 members 
Mstep: Class 8 contains 61279 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 48991 members 
Mstep: Class 13 contains 56457 members 
Mstep: Class 14 contains 62449 members 
Mstep: Class 15 contains 40220 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49828 members 
Mstep: Class 18 contains 2843 members 
Mstep: Class 19 contains 47504 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 3731 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 38314 members 
Mstep: Class 24 contains 56655 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 50944 members 
Mstep: Class 28 contains 65365 members 
Mstep: Class 29 contains 69599 members 
Mstep: Class 30 contains 4540 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 49636 members 
Mstep: Class 33 contains 50182 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160980320.000000 Penalty: 115010.382812
Iteration 50Q: 35 clusters Score -1.609803e+08 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 48722 members 
Mstep: Class 8 contains 61151 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 622 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 12 contains 49173 members 
Mstep: Class 13 contains 56382 members 
Mstep: Class 14 contains 62309 members 
Mstep: Class 15 contains 40713 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49607 members 
Mstep: Class 18 contains 2855 members 
Mstep: Class 19 contains 47770 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 3767 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 38323 members 
Mstep: Class 24 contains 56066 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 51152 members 
Mstep: Class 28 contains 65219 members 
Mstep: Class 29 contains 69540 members 
Mstep: Class 30 contains 4553 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 50078 members 
Mstep: Class 33 contains 49971 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160981392.000000 Penalty: 115010.382812
Iteration 51Q: 35 clusters Score -1.609814e+08 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 48579 members 
Mstep: Class 8 contains 60936 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 6331 members 
Mstep: Class 12 contains 49367 members 
Mstep: Class 13 contains 56306 members 
Mstep: Class 14 contains 62117 members 
Mstep: Class 15 contains 41336 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49419 members 
Mstep: Class 18 contains 2871 members 
Mstep: Class 19 contains 47965 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 3809 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 38417 members 
Mstep: Class 24 contains 55459 members 
Mstep: Class 25 contains 1341 members 
Mstep: Class 26 contains 4879 members 
Mstep: Class 27 contains 51303 members 
Mstep: Class 28 contains 65132 members 
Mstep: Class 29 contains 69477 members 
Mstep: Class 30 contains 4562 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 50601 members 
Mstep: Class 33 contains 49730 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160983008.000000 Penalty: 115010.382812
Iteration 52Q: 35 clusters Score -1.60983e+08 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 6931 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 48440 members 
Mstep: Class 8 contains 60659 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 49572 members 
Mstep: Class 13 contains 56247 members 
Mstep: Class 14 contains 61972 members 
Mstep: Class 15 contains 41986 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49289 members 
Mstep: Class 18 contains 2884 members 
Mstep: Class 19 contains 48220 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 38574 members 
Mstep: Class 24 contains 54835 members 
Mstep: Class 25 contains 1350 members 
Mstep: Class 26 contains 4937 members 
Mstep: Class 27 contains 51430 members 
Mstep: Class 28 contains 65075 members 
Mstep: Class 29 contains 69294 members 
Mstep: Class 30 contains 4564 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 50990 members 
Mstep: Class 33 contains 49565 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160984112.000000 Penalty: 115010.382812
Iteration 53Q: 35 clusters Score -1.609841e+08 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 6921 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 48281 members 
Mstep: Class 8 contains 60329 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 619 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 49809 members 
Mstep: Class 13 contains 56275 members 
Mstep: Class 14 contains 61780 members 
Mstep: Class 15 contains 42683 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49247 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 48468 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 3883 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 38850 members 
Mstep: Class 24 contains 54129 members 
Mstep: Class 25 contains 1356 members 
Mstep: Class 26 contains 5002 members 
Mstep: Class 27 contains 51475 members 
Mstep: Class 28 contains 65016 members 
Mstep: Class 29 contains 69083 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 51334 members 
Mstep: Class 33 contains 49362 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160984992.000000 Penalty: 115010.382812
Iteration 54Q: 35 clusters Score -1.60985e+08 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 48073 members 
Mstep: Class 8 contains 59992 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 50024 members 
Mstep: Class 13 contains 56317 members 
Mstep: Class 14 contains 61627 members 
Mstep: Class 15 contains 43445 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49226 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 48633 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 39263 members 
Mstep: Class 24 contains 53307 members 
Mstep: Class 25 contains 1364 members 
Mstep: Class 26 contains 5074 members 
Mstep: Class 27 contains 51514 members 
Mstep: Class 28 contains 65007 members 
Mstep: Class 29 contains 68803 members 
Mstep: Class 30 contains 4558 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 51640 members 
Mstep: Class 33 contains 49249 members 
Mstep: Class 34 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160986928.000000 Penalty: 115010.382812
Iteration 55Q: 35 clusters Score -1.609869e+08 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 47875 members 
Mstep: Class 8 contains 59576 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 5972 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 13 contains 56342 members 
Mstep: Class 14 contains 61494 members 
Mstep: Class 15 contains 44280 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49192 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 48703 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 3956 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 39722 members 
Mstep: Class 24 contains 52611 members 
Mstep: Class 25 contains 1369 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 51526 members 
Mstep: Class 28 contains 64997 members 
Mstep: Class 29 contains 68524 members 
Mstep: Class 30 contains 4552 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 51885 members 
Mstep: Class 33 contains 49172 members 
Mstep: Class 34 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160988112.000000 Penalty: 115010.382812
Iteration 56Q: 35 clusters Score -1.609881e+08 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 6849 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 47627 members 
Mstep: Class 8 contains 59160 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 12 contains 50451 members 
Mstep: Class 13 contains 56269 members 
Mstep: Class 14 contains 61302 members 
Mstep: Class 15 contains 45105 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49209 members 
Mstep: Class 18 contains 2921 members 
Mstep: Class 19 contains 48832 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 3980 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 40183 members 
Mstep: Class 24 contains 52065 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 5182 members 
Mstep: Class 27 contains 51526 members 
Mstep: Class 28 contains 64997 members 
Mstep: Class 29 contains 68331 members 
Mstep: Class 30 contains 4565 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 52089 members 
Mstep: Class 33 contains 48975 members 
Mstep: Class 34 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160989808.000000 Penalty: 115010.382812
Iteration 57Q: 35 clusters Score -1.609898e+08 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 6821 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 47402 members 
Mstep: Class 8 contains 58707 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 5843 members 
Mstep: Class 12 contains 50637 members 
Mstep: Class 13 contains 56309 members 
Mstep: Class 14 contains 61136 members 
Mstep: Class 15 contains 45930 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49187 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 49016 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 4002 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 40495 members 
Mstep: Class 24 contains 51597 members 
Mstep: Class 25 contains 1382 members 
Mstep: Class 26 contains 5246 members 
Mstep: Class 27 contains 51541 members 
Mstep: Class 28 contains 64970 members 
Mstep: Class 29 contains 68227 members 
Mstep: Class 30 contains 4575 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 52308 members 
Mstep: Class 33 contains 48650 members 
Mstep: Class 34 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160991088.000000 Penalty: 115010.382812
Iteration 58Q: 35 clusters Score -1.609911e+08 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 47230 members 
Mstep: Class 8 contains 58240 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 50793 members 
Mstep: Class 13 contains 56287 members 
Mstep: Class 14 contains 60963 members 
Mstep: Class 15 contains 46806 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49113 members 
Mstep: Class 18 contains 2932 members 
Mstep: Class 19 contains 49216 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 40805 members 
Mstep: Class 24 contains 51106 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 5302 members 
Mstep: Class 27 contains 51578 members 
Mstep: Class 28 contains 64999 members 
Mstep: Class 29 contains 68197 members 
Mstep: Class 30 contains 4587 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 52451 members 
Mstep: Class 33 contains 48316 members 
Mstep: Class 34 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160992256.000000 Penalty: 115010.382812
Iteration 59Q: 35 clusters Score -1.609923e+08 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 6766 members 
Mstep: Class 4 contains 1529 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 47060 members 
Mstep: Class 8 contains 57833 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 5765 members 
Mstep: Class 12 contains 50949 members 
Mstep: Class 13 contains 56288 members 
Mstep: Class 14 contains 60800 members 
Mstep: Class 15 contains 47770 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 49016 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 49360 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 4045 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 40982 members 
Mstep: Class 24 contains 50574 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 51638 members 
Mstep: Class 28 contains 65040 members 
Mstep: Class 29 contains 68168 members 
Mstep: Class 30 contains 4595 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 52562 members 
Mstep: Class 33 contains 48044 members 
Mstep: Class 34 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160994048.000000 Penalty: 115010.382812
Iteration 60F: 35 clusters Score -1.60994e+08 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 1515 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 46852 members 
Mstep: Class 8 contains 57365 members 
Mstep: Class 9 contains 1238 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 5742 members 
Mstep: Class 12 contains 51072 members 
Mstep: Class 13 contains 56321 members 
Mstep: Class 14 contains 60574 members 
Mstep: Class 15 contains 48672 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 48942 members 
Mstep: Class 18 contains 2940 members 
Mstep: Class 19 contains 49506 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 4007 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 41396 members 
Mstep: Class 24 contains 50049 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 5495 members 
Mstep: Class 27 contains 51668 members 
Mstep: Class 28 contains 65096 members 
Mstep: Class 29 contains 68120 members 
Mstep: Class 30 contains 4605 members 
Mstep: Class 31 contains 573 members 
Mstep: Class 32 contains 52671 members 
Mstep: Class 33 contains 47719 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160995904.000000 Penalty: 115010.382812
Iteration 61Q: 35 clusters Score -1.609959e+08 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 1382 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 46660 members 
Mstep: Class 8 contains 56868 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 5655 members 
Mstep: Class 12 contains 51199 members 
Mstep: Class 13 contains 56455 members 
Mstep: Class 14 contains 60359 members 
Mstep: Class 15 contains 49618 members 
Mstep: Class 16 contains 811 members 
Mstep: Class 17 contains 48907 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 49737 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 3971 members 
Mstep: Class 22 contains 719 members 
Mstep: Class 23 contains 41650 members 
Mstep: Class 24 contains 49513 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 5621 members 
Mstep: Class 27 contains 51708 members 
Mstep: Class 28 contains 65182 members 
Mstep: Class 29 contains 68111 members 
Mstep: Class 30 contains 4621 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 52729 members 
Mstep: Class 33 contains 47309 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160996624.000000 Penalty: 115010.382812
Iteration 62Q: 35 clusters Score -1.609966e+08 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 6697 members 
Mstep: Class 4 contains 1521 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 46538 members 
Mstep: Class 8 contains 56409 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 51298 members 
Mstep: Class 13 contains 56518 members 
Mstep: Class 14 contains 60123 members 
Mstep: Class 15 contains 50695 members 
Mstep: Class 16 contains 812 members 
Mstep: Class 17 contains 48865 members 
Mstep: Class 18 contains 2965 members 
Mstep: Class 19 contains 49944 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 3969 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 41898 members 
Mstep: Class 24 contains 48982 members 
Mstep: Class 25 contains 1400 members 
Mstep: Class 26 contains 5715 members 
Mstep: Class 27 contains 51729 members 
Mstep: Class 28 contains 65165 members 
Mstep: Class 29 contains 68178 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 52832 members 
Mstep: Class 33 contains 46852 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160997200.000000 Penalty: 115010.382812
Iteration 63Q: 35 clusters Score -1.609972e+08 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 703 members 
Mstep: Class 7 contains 46369 members 
Mstep: Class 8 contains 56097 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 5531 members 
Mstep: Class 12 contains 51410 members 
Mstep: Class 13 contains 56560 members 
Mstep: Class 14 contains 59959 members 
Mstep: Class 15 contains 51734 members 
Mstep: Class 16 contains 811 members 
Mstep: Class 17 contains 48781 members 
Mstep: Class 18 contains 2971 members 
Mstep: Class 19 contains 50123 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 3971 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 42011 members 
Mstep: Class 24 contains 48456 members 
Mstep: Class 25 contains 1402 members 
Mstep: Class 26 contains 5793 members 
Mstep: Class 27 contains 51769 members 
Mstep: Class 28 contains 65226 members 
Mstep: Class 29 contains 68165 members 
Mstep: Class 30 contains 4656 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 52883 members 
Mstep: Class 33 contains 46440 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160998256.000000 Penalty: 115010.382812
Iteration 64Q: 35 clusters Score -1.609983e+08 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 46203 members 
Mstep: Class 8 contains 55673 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 629 members 
Mstep: Class 11 contains 5485 members 
Mstep: Class 12 contains 51477 members 
Mstep: Class 13 contains 56566 members 
Mstep: Class 14 contains 59828 members 
Mstep: Class 15 contains 52916 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 48702 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 50345 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 3963 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 42130 members 
Mstep: Class 24 contains 48005 members 
Mstep: Class 25 contains 1406 members 
Mstep: Class 26 contains 5849 members 
Mstep: Class 27 contains 51781 members 
Mstep: Class 28 contains 65306 members 
Mstep: Class 29 contains 68098 members 
Mstep: Class 30 contains 4688 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 52955 members 
Mstep: Class 33 contains 45984 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160998912.000000 Penalty: 115010.382812
Iteration 65Q: 35 clusters Score -1.609989e+08 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6648 members 
Mstep: Class 4 contains 1535 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 46054 members 
Mstep: Class 8 contains 55195 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 5450 members 
Mstep: Class 12 contains 51538 members 
Mstep: Class 13 contains 56599 members 
Mstep: Class 14 contains 59638 members 
Mstep: Class 15 contains 54183 members 
Mstep: Class 16 contains 806 members 
Mstep: Class 17 contains 48563 members 
Mstep: Class 18 contains 2982 members 
Mstep: Class 19 contains 50552 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 3956 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 42173 members 
Mstep: Class 24 contains 47587 members 
Mstep: Class 25 contains 1408 members 
Mstep: Class 26 contains 5882 members 
Mstep: Class 27 contains 51810 members 
Mstep: Class 28 contains 65443 members 
Mstep: Class 29 contains 68072 members 
Mstep: Class 30 contains 4710 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53033 members 
Mstep: Class 33 contains 45532 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161000208.000000 Penalty: 115010.382812
Iteration 66Q: 35 clusters Score -1.610002e+08 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 690 members 
Mstep: Class 7 contains 45851 members 
Mstep: Class 8 contains 54761 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 51614 members 
Mstep: Class 13 contains 56636 members 
Mstep: Class 14 contains 59468 members 
Mstep: Class 15 contains 55487 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 48452 members 
Mstep: Class 18 contains 2988 members 
Mstep: Class 19 contains 50768 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 3951 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 42141 members 
Mstep: Class 24 contains 47224 members 
Mstep: Class 25 contains 1409 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 51805 members 
Mstep: Class 28 contains 65650 members 
Mstep: Class 29 contains 67970 members 
Mstep: Class 30 contains 4743 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53107 members 
Mstep: Class 33 contains 45001 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161001520.000000 Penalty: 115010.382812
Iteration 67Q: 35 clusters Score -1.610015e+08 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 688 members 
Mstep: Class 7 contains 45711 members 
Mstep: Class 8 contains 54376 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5387 members 
Mstep: Class 12 contains 51673 members 
Mstep: Class 13 contains 56653 members 
Mstep: Class 14 contains 59307 members 
Mstep: Class 15 contains 56795 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 48344 members 
Mstep: Class 18 contains 2991 members 
Mstep: Class 19 contains 50978 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 3959 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 42063 members 
Mstep: Class 24 contains 46932 members 
Mstep: Class 25 contains 1408 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 51807 members 
Mstep: Class 28 contains 65687 members 
Mstep: Class 29 contains 67962 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 561 members 
Mstep: Class 32 contains 53097 members 
Mstep: Class 33 contains 44516 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161002816.000000 Penalty: 115010.382812
Iteration 68Q: 35 clusters Score -1.610028e+08 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 1322 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 45546 members 
Mstep: Class 8 contains 53846 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 51734 members 
Mstep: Class 13 contains 56705 members 
Mstep: Class 14 contains 59138 members 
Mstep: Class 15 contains 58252 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 48225 members 
Mstep: Class 18 contains 2992 members 
Mstep: Class 19 contains 51149 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 3974 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 41919 members 
Mstep: Class 24 contains 46682 members 
Mstep: Class 25 contains 1406 members 
Mstep: Class 26 contains 5977 members 
Mstep: Class 27 contains 51807 members 
Mstep: Class 28 contains 65679 members 
Mstep: Class 29 contains 68002 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53066 members 
Mstep: Class 33 contains 44134 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161004608.000000 Penalty: 115010.382812
Iteration 69Q: 35 clusters Score -1.610046e+08 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6572 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 45350 members 
Mstep: Class 8 contains 53321 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 51751 members 
Mstep: Class 13 contains 56626 members 
Mstep: Class 14 contains 59000 members 
Mstep: Class 15 contains 59751 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 48141 members 
Mstep: Class 18 contains 2994 members 
Mstep: Class 19 contains 51345 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 3983 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 41754 members 
Mstep: Class 24 contains 46574 members 
Mstep: Class 25 contains 1408 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 51810 members 
Mstep: Class 28 contains 65662 members 
Mstep: Class 29 contains 67962 members 
Mstep: Class 30 contains 4851 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53091 members 
Mstep: Class 33 contains 43717 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161006512.000000 Penalty: 115010.382812
Iteration 70Q: 35 clusters Score -1.610065e+08 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 45175 members 
Mstep: Class 8 contains 52887 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 51798 members 
Mstep: Class 13 contains 56585 members 
Mstep: Class 14 contains 58847 members 
Mstep: Class 15 contains 61222 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 48021 members 
Mstep: Class 18 contains 2999 members 
Mstep: Class 19 contains 51501 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 41581 members 
Mstep: Class 24 contains 46450 members 
Mstep: Class 25 contains 1409 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 51795 members 
Mstep: Class 28 contains 65628 members 
Mstep: Class 29 contains 67940 members 
Mstep: Class 30 contains 4915 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53107 members 
Mstep: Class 33 contains 43264 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161007536.000000 Penalty: 115010.382812
Iteration 71Q: 35 clusters Score -1.610075e+08 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 44994 members 
Mstep: Class 8 contains 52373 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 5289 members 
Mstep: Class 12 contains 51861 members 
Mstep: Class 13 contains 56502 members 
Mstep: Class 14 contains 58713 members 
Mstep: Class 15 contains 62695 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 47887 members 
Mstep: Class 18 contains 3005 members 
Mstep: Class 19 contains 51731 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 4011 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 41374 members 
Mstep: Class 24 contains 46434 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 51761 members 
Mstep: Class 28 contains 65628 members 
Mstep: Class 29 contains 67888 members 
Mstep: Class 30 contains 5010 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53115 members 
Mstep: Class 33 contains 42778 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161009392.000000 Penalty: 115010.382812
Iteration 72Q: 35 clusters Score -1.610094e+08 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 44827 members 
Mstep: Class 8 contains 51843 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 634 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 51896 members 
Mstep: Class 13 contains 56493 members 
Mstep: Class 14 contains 58567 members 
Mstep: Class 15 contains 64160 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 47785 members 
Mstep: Class 18 contains 3012 members 
Mstep: Class 19 contains 51951 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 41142 members 
Mstep: Class 24 contains 46420 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 6010 members 
Mstep: Class 27 contains 51731 members 
Mstep: Class 28 contains 65655 members 
Mstep: Class 29 contains 67812 members 
Mstep: Class 30 contains 5113 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53112 members 
Mstep: Class 33 contains 42254 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161010032.000000 Penalty: 115010.382812
Iteration 73Q: 35 clusters Score -1.6101e+08 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 6439 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 44627 members 
Mstep: Class 8 contains 51434 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 5247 members 
Mstep: Class 12 contains 51928 members 
Mstep: Class 13 contains 56457 members 
Mstep: Class 14 contains 58449 members 
Mstep: Class 15 contains 65721 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 47662 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 52151 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4059 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 40843 members 
Mstep: Class 24 contains 46286 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 51710 members 
Mstep: Class 28 contains 65663 members 
Mstep: Class 29 contains 67796 members 
Mstep: Class 30 contains 5198 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53088 members 
Mstep: Class 33 contains 41743 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161010720.000000 Penalty: 115010.382812
Iteration 74Q: 35 clusters Score -1.610107e+08 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 51009 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 5233 members 
Mstep: Class 12 contains 51964 members 
Mstep: Class 13 contains 56342 members 
Mstep: Class 14 contains 58366 members 
Mstep: Class 15 contains 67273 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 47551 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 52379 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4084 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 40489 members 
Mstep: Class 24 contains 46307 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6012 members 
Mstep: Class 27 contains 51685 members 
Mstep: Class 28 contains 65607 members 
Mstep: Class 29 contains 67735 members 
Mstep: Class 30 contains 5316 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53066 members 
Mstep: Class 33 contains 41219 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161011504.000000 Penalty: 115010.382812
Iteration 75Q: 35 clusters Score -1.610115e+08 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 6360 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 44247 members 
Mstep: Class 8 contains 50608 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 51984 members 
Mstep: Class 13 contains 56250 members 
Mstep: Class 14 contains 58276 members 
Mstep: Class 15 contains 68762 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 47410 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 52570 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4103 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 40148 members 
Mstep: Class 24 contains 46398 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 6017 members 
Mstep: Class 27 contains 51671 members 
Mstep: Class 28 contains 65593 members 
Mstep: Class 29 contains 67630 members 
Mstep: Class 30 contains 5449 members 
Mstep: Class 31 contains 560 members 
Mstep: Class 32 contains 53104 members 
Mstep: Class 33 contains 40687 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161012384.000000 Penalty: 115010.382812
Iteration 76Q: 35 clusters Score -1.610124e+08 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6336 members 
Mstep: Class 4 contains 1545 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 44026 members 
Mstep: Class 8 contains 50273 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 51993 members 
Mstep: Class 13 contains 56135 members 
Mstep: Class 14 contains 58185 members 
Mstep: Class 15 contains 70185 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 47249 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 52847 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39782 members 
Mstep: Class 24 contains 46446 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6024 members 
Mstep: Class 27 contains 51673 members 
Mstep: Class 28 contains 65649 members 
Mstep: Class 29 contains 67517 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 53075 members 
Mstep: Class 33 contains 40146 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161013552.000000 Penalty: 115010.382812
Iteration 77Q: 35 clusters Score -1.610136e+08 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 6324 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 43873 members 
Mstep: Class 8 contains 49875 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 52014 members 
Mstep: Class 13 contains 56051 members 
Mstep: Class 14 contains 58058 members 
Mstep: Class 15 contains 71544 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 47067 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 53103 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39531 members 
Mstep: Class 24 contains 46484 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 6019 members 
Mstep: Class 27 contains 51651 members 
Mstep: Class 28 contains 65603 members 
Mstep: Class 29 contains 67406 members 
Mstep: Class 30 contains 5767 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53064 members 
Mstep: Class 33 contains 39688 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161014224.000000 Penalty: 115010.382812
Iteration 78Q: 35 clusters Score -1.610142e+08 nChanged 7258
Entering ConstructFrom: 
Score: -161014224.000000 Penalty: 115010.382812
Entering ConstructFrom: 
Trying to split cluster 1 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -382484.937500 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -382484.9 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 1030 members 
Entering Unmasked Estep 
Score: -379809.750000 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -379809.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -380497.500000 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -380497.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -380840.343750 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -380840.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -381061.968750 Penalty: 3804.069580
	Iteration 3F: 3 clusters Score -381062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -381176.125000 Penalty: 3804.069580
	Iteration 4Q: 3 clusters Score -381176.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -381268.343750 Penalty: 3804.069580
	Iteration 5Q: 3 clusters Score -381268.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -381383.250000 Penalty: 3804.069580
	Iteration 6Q: 3 clusters Score -381383.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -381505.343750 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -381505.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -381592.406250 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -381592.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -381644.625000 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -381644.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -381681.125000 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -381681.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -381700.250000 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -381700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -381716.187500 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -381716.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -381734.062500 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -381734.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -381745.500000 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -381745.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -381764.812500 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -381764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -381774.968750 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -381775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -381793.781250 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -381793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -381810.812500 Penalty: 3804.069580
	Iteration 18Q: 3 clusters Score -381810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -381818.562500 Penalty: 3804.069580
	Iteration 19Q: 3 clusters Score -381818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -381829.531250 Penalty: 3804.069580
	Iteration 20F: 3 clusters Score -381829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -381834.906250 Penalty: 3804.069580
	Iteration 21Q: 3 clusters Score -381834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -381840.437500 Penalty: 3804.069580
	Iteration 22Q: 3 clusters Score -381840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -381843.937500 Penalty: 3804.069580
	Iteration 23Q: 3 clusters Score -381843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -381848.593750 Penalty: 3804.069580
	Iteration 24Q: 3 clusters Score -381848.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -381855.906250 Penalty: 3804.069580
	Iteration 25Q: 3 clusters Score -381855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -381861.781250 Penalty: 3804.069580
	Iteration 26Q: 3 clusters Score -381861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -381868.281250 Penalty: 3804.069580
	Iteration 27Q: 3 clusters Score -381868.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -381876.468750 Penalty: 3804.069580
	Iteration 28Q: 3 clusters Score -381876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -381880.750000 Penalty: 3804.069580
	Iteration 29Q: 3 clusters Score -381880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -381884.750000 Penalty: 3804.069580
	Iteration 30Q: 3 clusters Score -381884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -381893.625000 Penalty: 3804.069580
	Iteration 31Q: 3 clusters Score -381893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -381897.031250 Penalty: 3804.069580
	Iteration 32Q: 3 clusters Score -381897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -381903.093750 Penalty: 3804.069580
	Iteration 33Q: 3 clusters Score -381903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -381906.500000 Penalty: 3804.069580
	Iteration 34Q: 3 clusters Score -381906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -381910.750000 Penalty: 3804.069580
	Iteration 35Q: 3 clusters Score -381910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -381913.781250 Penalty: 3804.069580
	Iteration 36Q: 3 clusters Score -381913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -381916.562500 Penalty: 3804.069580
	Iteration 37Q: 3 clusters Score -381916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -381919.187500 Penalty: 3804.069580
	Iteration 38Q: 3 clusters Score -381919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -381921.750000 Penalty: 3804.069580
	Iteration 39Q: 3 clusters Score -381921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -381933.781250 Penalty: 3804.069580
	Iteration 40F: 3 clusters Score -381933.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -381956.406250 Penalty: 3804.069580
	Iteration 41Q: 3 clusters Score -381956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -381965.750000 Penalty: 3804.069580
	Iteration 42Q: 3 clusters Score -381965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -381968.406250 Penalty: 3804.069580
	Iteration 43Q: 3 clusters Score -381968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -381971.406250 Penalty: 3804.069580
	Iteration 44Q: 3 clusters Score -381971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -381974.125000 Penalty: 3804.069580
	Iteration 45Q: 3 clusters Score -381974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -381982.281250 Penalty: 3804.069580
	Iteration 46Q: 3 clusters Score -381982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -381994.281250 Penalty: 3804.069580
	Iteration 47Q: 3 clusters Score -381994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -382001.375000 Penalty: 3804.069580
	Iteration 48Q: 3 clusters Score -382001.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -382009.625000 Penalty: 3804.069580
	Iteration 49Q: 3 clusters Score -382009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -382017.093750 Penalty: 3804.069580
	Iteration 50Q: 3 clusters Score -382017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -382022.750000 Penalty: 3804.069580
	Iteration 51Q: 3 clusters Score -382022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -382028.468750 Penalty: 3804.069580
	Iteration 52Q: 3 clusters Score -382028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -382033.687500 Penalty: 3804.069580
	Iteration 53Q: 3 clusters Score -382033.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -382038.187500 Penalty: 3804.069580
	Iteration 54Q: 3 clusters Score -382038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -382041.000000 Penalty: 3804.069580
	Iteration 55Q: 3 clusters Score -382041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -382042.468750 Penalty: 3804.069580
	Iteration 56Q: 3 clusters Score -382042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -382042.750000 Penalty: 3804.069580
	Iteration 57Q: 3 clusters Score -382042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -382042.750000 Penalty: 3804.069580
	Iteration 58F: 3 clusters Score -382042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -132042.750000 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -132042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -130401.750000 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -130401.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -130885.375000 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -130885.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131269.500000 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -131269.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -131781.890625 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -131781.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132448.218750 Penalty: 3399.236328
	Iteration 4F: 3 clusters Score -132448.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133082.953125 Penalty: 3399.236328
	Iteration 5F: 3 clusters Score -133083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133614.078125 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -133614.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133792.968750 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -133793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133908.796875 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -133908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133952.953125 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -133953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133968.859375 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -133968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133971.703125 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -133971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133988.687500 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -133988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -134003.437500 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -134003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134013.031250 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -134013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134028.078125 Penalty: 3399.236328
	Iteration 15F: 3 clusters Score -134028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134053.781250 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -134053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134066.718750 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -134066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134066.718750 Penalty: 3399.236328
	Iteration 18F: 3 clusters Score -134066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 6305 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 52024 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Entering Unmasked Estep 
Score: -161014400.000000 Penalty: 118393.039062
Splitting cluster 2 changes total score from -161014224.000000 to -161014400.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (6305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Entering Unmasked Estep 
Score: -1201777.750000 Penalty: 2169.776367
	Iteration 0F: 2 clusters Score -1201778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1196488.125000 Penalty: 4339.552734
	Iteration 0F: 3 clusters Score -1196488 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1198226.625000 Penalty: 4339.552734
	Iteration 1F: 3 clusters Score -1198227 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1199305.375000 Penalty: 4339.552734
	Iteration 2F: 3 clusters Score -1199305 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1200555.750000 Penalty: 4339.552734
	Iteration 3F: 3 clusters Score -1200556 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1201441.500000 Penalty: 4339.552734
	Iteration 4F: 3 clusters Score -1201442 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1201899.625000 Penalty: 4339.552734
	Iteration 5F: 3 clusters Score -1201900 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1202124.750000 Penalty: 4339.552734
	Iteration 6Q: 3 clusters Score -1202125 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1202296.250000 Penalty: 4339.552734
	Iteration 7Q: 3 clusters Score -1202296 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1202459.500000 Penalty: 4339.552734
	Iteration 8Q: 3 clusters Score -1202460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1202597.125000 Penalty: 4339.552734
	Iteration 9Q: 3 clusters Score -1202597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1202721.250000 Penalty: 4339.552734
	Iteration 10Q: 3 clusters Score -1202721 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1202850.625000 Penalty: 4339.552734
	Iteration 11Q: 3 clusters Score -1202851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1202955.250000 Penalty: 4339.552734
	Iteration 12Q: 3 clusters Score -1202955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1203025.750000 Penalty: 4339.552734
	Iteration 13Q: 3 clusters Score -1203026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1203060.875000 Penalty: 4339.552734
	Iteration 14Q: 3 clusters Score -1203061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1203077.750000 Penalty: 4339.552734
	Iteration 15Q: 3 clusters Score -1203078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1203089.500000 Penalty: 4339.552734
	Iteration 16Q: 3 clusters Score -1203090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1203096.125000 Penalty: 4339.552734
	Iteration 17Q: 3 clusters Score -1203096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1203100.875000 Penalty: 4339.552734
	Iteration 18Q: 3 clusters Score -1203101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1203109.750000 Penalty: 4339.552734
	Iteration 19Q: 3 clusters Score -1203110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1203112.625000 Penalty: 4339.552734
	Iteration 20F: 3 clusters Score -1203113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1203115.625000 Penalty: 4339.552734
	Iteration 21Q: 3 clusters Score -1203116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1203117.000000 Penalty: 4339.552734
	Iteration 22Q: 3 clusters Score -1203117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1203116.875000 Penalty: 4339.552734
	Iteration 23Q: 3 clusters Score -1203117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1203118.500000 Penalty: 4339.552734
	Iteration 24Q: 3 clusters Score -1203118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1203119.500000 Penalty: 4339.552734
	Iteration 25Q: 3 clusters Score -1203120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1203118.875000 Penalty: 4339.552734
	Iteration 26Q: 3 clusters Score -1203119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1203122.000000 Penalty: 4339.552734
	Iteration 27Q: 3 clusters Score -1203122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1203121.625000 Penalty: 4339.552734
	Iteration 28Q: 3 clusters Score -1203122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1203122.125000 Penalty: 4339.552734
	Iteration 29Q: 3 clusters Score -1203122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1203124.500000 Penalty: 4339.552734
	Iteration 30Q: 3 clusters Score -1203124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1203124.500000 Penalty: 4339.552734
	Iteration 31F: 3 clusters Score -1203124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 52024 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Entering Unmasked Estep 
Score: -161015120.000000 Penalty: 121775.703125
Splitting cluster 3 changes total score from -161014224.000000 to -161015120.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -260012.062500 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -260012.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -257810.609375 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -257810.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -258753.406250 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -258753.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -259420.859375 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -259420.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -260009.718750 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -260009.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -260364.765625 Penalty: 3639.443604
	Iteration 4F: 3 clusters Score -260364.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -260610.953125 Penalty: 3639.443604
	Iteration 5F: 3 clusters Score -260611 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -260807.375000 Penalty: 3639.443604
	Iteration 6F: 3 clusters Score -260807.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -260922.156250 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -260922.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -260979.515625 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -260979.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -261002.984375 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -261003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -261052.218750 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -261052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -261094.828125 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -261094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -261117.609375 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -261117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -261131.109375 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -261131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261141.375000 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -261141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -261152.187500 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -261152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -261156.437500 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -261156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261157.437500 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -261157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261157.437500 Penalty: 3639.443604
	Iteration 18F: 3 clusters Score -261157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 52024 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Entering Unmasked Estep 
Score: -161014736.000000 Penalty: 125158.359375
Splitting cluster 4 changes total score from -161014224.000000 to -161014736.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -202229.062500 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -202229.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -200356.390625 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -200356.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -201640.609375 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -201640.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202580.937500 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -202580.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -203289.140625 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -203289.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -203916.390625 Penalty: 3562.446533
	Iteration 4F: 3 clusters Score -203916.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204281.796875 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -204281.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -204448.796875 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -204448.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -204543.328125 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -204543.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -204579.625000 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -204579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204603.593750 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -204603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204609.625000 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -204609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204611.750000 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -204611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -204611.750000 Penalty: 3562.446533
	Iteration 12F: 3 clusters Score -204611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 687 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 52024 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Entering Unmasked Estep 
Score: -161015328.000000 Penalty: 128541.015625
Splitting cluster 5 changes total score from -161014224.000000 to -161015328.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -81592.421875 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -81592.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80187.984375 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -80187.98 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80853.710938 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -80853.71 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81327.851562 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -81327.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81642.304688 Penalty: 3240.037842
	Iteration 3F: 3 clusters Score -81642.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81778.109375 Penalty: 3240.037842
	Iteration 4Q: 3 clusters Score -81778.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81867.390625 Penalty: 3240.037842
	Iteration 5Q: 3 clusters Score -81867.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81916.070312 Penalty: 3240.037842
	Iteration 6Q: 3 clusters Score -81916.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82021.429688 Penalty: 3240.037842
	Iteration 7Q: 3 clusters Score -82021.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82107.382812 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -82107.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82166.367188 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -82166.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82213.921875 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -82213.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82247.296875 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -82247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -82272.414062 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -82272.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82295.062500 Penalty: 3240.037842
	Iteration 13Q: 3 clusters Score -82295.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82304.398438 Penalty: 3240.037842
	Iteration 14Q: 3 clusters Score -82304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82308.820312 Penalty: 3240.037842
	Iteration 15Q: 3 clusters Score -82308.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82313.265625 Penalty: 3240.037842
	Iteration 16Q: 3 clusters Score -82313.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82326.398438 Penalty: 3240.037842
	Iteration 17Q: 3 clusters Score -82326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82327.398438 Penalty: 3240.037842
	Iteration 18Q: 3 clusters Score -82327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82329.750000 Penalty: 3240.037842
	Iteration 19F: 3 clusters Score -82329.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82340.617188 Penalty: 3240.037842
	Iteration 20F: 3 clusters Score -82340.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82372.453125 Penalty: 3240.037842
	Iteration 21Q: 3 clusters Score -82372.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82436.640625 Penalty: 3240.037842
	Iteration 22Q: 3 clusters Score -82436.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82555.476562 Penalty: 3240.037842
	Iteration 23Q: 3 clusters Score -82555.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82626.875000 Penalty: 3240.037842
	Iteration 24Q: 3 clusters Score -82626.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82664.617188 Penalty: 3240.037842
	Iteration 25Q: 3 clusters Score -82664.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82687.812500 Penalty: 3240.037842
	Iteration 26Q: 3 clusters Score -82687.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82700.164062 Penalty: 3240.037842
	Iteration 27Q: 3 clusters Score -82700.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82703.242188 Penalty: 3240.037842
	Iteration 28Q: 3 clusters Score -82703.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82704.148438 Penalty: 3240.037842
	Iteration 29Q: 3 clusters Score -82704.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82704.148438 Penalty: 3240.037842
	Iteration 30F: 3 clusters Score -82704.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 52024 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Entering Unmasked Estep 
Score: -161014624.000000 Penalty: 131923.671875
Splitting cluster 6 changes total score from -161014224.000000 to -161014624.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (43704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Entering Unmasked Estep 
Score: -8448037.000000 Penalty: 2649.928467
	Iteration 0F: 2 clusters Score -8448037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -8427215.000000 Penalty: 5299.856934
	Iteration 0F: 3 clusters Score -8427215 nChanged 20152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -8438085.000000 Penalty: 5299.856934
	Iteration 1F: 3 clusters Score -8438085 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -8438895.000000 Penalty: 5299.856934
	Iteration 2Q: 3 clusters Score -8438895 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -8439733.000000 Penalty: 5299.856934
	Iteration 3F: 3 clusters Score -8439733 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -8441035.000000 Penalty: 5299.856934
	Iteration 4F: 3 clusters Score -8441035 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -8442555.000000 Penalty: 5299.856934
	Iteration 5F: 3 clusters Score -8442555 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -8444028.000000 Penalty: 5299.856934
	Iteration 6F: 3 clusters Score -8444028 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -8445392.000000 Penalty: 5299.856934
	Iteration 7F: 3 clusters Score -8445392 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -8446414.000000 Penalty: 5299.856934
	Iteration 8F: 3 clusters Score -8446414 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -8447230.000000 Penalty: 5299.856934
	Iteration 9Q: 3 clusters Score -8447230 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -8447619.000000 Penalty: 5299.856934
	Iteration 10Q: 3 clusters Score -8447619 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -8447867.000000 Penalty: 5299.856934
	Iteration 11Q: 3 clusters Score -8447867 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -8448003.000000 Penalty: 5299.856934
	Iteration 12Q: 3 clusters Score -8448003 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -8448147.000000 Penalty: 5299.856934
	Iteration 13Q: 3 clusters Score -8448147 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -8448251.000000 Penalty: 5299.856934
	Iteration 14Q: 3 clusters Score -8448251 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -8448280.000000 Penalty: 5299.856934
	Iteration 15Q: 3 clusters Score -8448280 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -8448341.000000 Penalty: 5299.856934
	Iteration 16Q: 3 clusters Score -8448341 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -8448408.000000 Penalty: 5299.856934
	Iteration 17Q: 3 clusters Score -8448408 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8448458.000000 Penalty: 5299.856934
	Iteration 18Q: 3 clusters Score -8448458 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8448537.000000 Penalty: 5299.856934
	Iteration 19Q: 3 clusters Score -8448537 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -8448676.000000 Penalty: 5299.856934
	Iteration 20F: 3 clusters Score -8448676 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8448749.000000 Penalty: 5299.856934
	Iteration 21Q: 3 clusters Score -8448749 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -8448938.000000 Penalty: 5299.856934
	Iteration 22Q: 3 clusters Score -8448938 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -8449080.000000 Penalty: 5299.856934
	Iteration 23Q: 3 clusters Score -8449080 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -8449175.000000 Penalty: 5299.856934
	Iteration 24Q: 3 clusters Score -8449175 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -8449197.000000 Penalty: 5299.856934
	Iteration 25Q: 3 clusters Score -8449197 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -8449188.000000 Penalty: 5299.856934
	Iteration 26Q: 3 clusters Score -8449188 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -8449190.000000 Penalty: 5299.856934
	Iteration 27Q: 3 clusters Score -8449190 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -8449140.000000 Penalty: 5299.856934
	Iteration 28Q: 3 clusters Score -8449140 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -8449109.000000 Penalty: 5299.856934
	Iteration 29Q: 3 clusters Score -8449109 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -8449042.000000 Penalty: 5299.856934
	Iteration 30Q: 3 clusters Score -8449042 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -8448995.000000 Penalty: 5299.856934
	Iteration 31Q: 3 clusters Score -8448995 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -8448959.000000 Penalty: 5299.856934
	Iteration 32Q: 3 clusters Score -8448959 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -8448977.000000 Penalty: 5299.856934
	Iteration 33Q: 3 clusters Score -8448977 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8448964.000000 Penalty: 5299.856934
	Iteration 34Q: 3 clusters Score -8448964 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -8448947.000000 Penalty: 5299.856934
	Iteration 35Q: 3 clusters Score -8448947 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -8448885.000000 Penalty: 5299.856934
	Iteration 36Q: 3 clusters Score -8448885 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -8448860.000000 Penalty: 5299.856934
	Iteration 37Q: 3 clusters Score -8448860 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -8448838.000000 Penalty: 5299.856934
	Iteration 38Q: 3 clusters Score -8448838 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -8448806.000000 Penalty: 5299.856934
	Iteration 39Q: 3 clusters Score -8448806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -8448815.000000 Penalty: 5299.856934
	Iteration 40F: 3 clusters Score -8448815 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -8448781.000000 Penalty: 5299.856934
	Iteration 41Q: 3 clusters Score -8448781 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -8448757.000000 Penalty: 5299.856934
	Iteration 42Q: 3 clusters Score -8448757 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -8448756.000000 Penalty: 5299.856934
	Iteration 43Q: 3 clusters Score -8448756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -8448758.000000 Penalty: 5299.856934
	Iteration 44Q: 3 clusters Score -8448758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -8448736.000000 Penalty: 5299.856934
	Iteration 45Q: 3 clusters Score -8448736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -8448731.000000 Penalty: 5299.856934
	Iteration 46Q: 3 clusters Score -8448731 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -8448722.000000 Penalty: 5299.856934
	Iteration 47Q: 3 clusters Score -8448722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -8448705.000000 Penalty: 5299.856934
	Iteration 48Q: 3 clusters Score -8448705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -8448714.000000 Penalty: 5299.856934
	Iteration 49Q: 3 clusters Score -8448714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -8448695.000000 Penalty: 5299.856934
	Iteration 50Q: 3 clusters Score -8448695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -8448686.000000 Penalty: 5299.856934
	Iteration 51Q: 3 clusters Score -8448686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -8448671.000000 Penalty: 5299.856934
	Iteration 52Q: 3 clusters Score -8448671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -8448661.000000 Penalty: 5299.856934
	Iteration 53Q: 3 clusters Score -8448661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -8448668.000000 Penalty: 5299.856934
	Iteration 54Q: 3 clusters Score -8448668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -8448653.000000 Penalty: 5299.856934
	Iteration 55Q: 3 clusters Score -8448653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -8448644.000000 Penalty: 5299.856934
	Iteration 56Q: 3 clusters Score -8448644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -8448636.000000 Penalty: 5299.856934
	Iteration 57Q: 3 clusters Score -8448636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -8448622.000000 Penalty: 5299.856934
	Iteration 58Q: 3 clusters Score -8448622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -8448611.000000 Penalty: 5299.856934
	Iteration 59Q: 3 clusters Score -8448611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -8448602.000000 Penalty: 5299.856934
	Iteration 60F: 3 clusters Score -8448602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -8448603.000000 Penalty: 5299.856934
	Iteration 61Q: 3 clusters Score -8448603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -8448591.000000 Penalty: 5299.856934
	Iteration 62Q: 3 clusters Score -8448591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -8448606.000000 Penalty: 5299.856934
	Iteration 63Q: 3 clusters Score -8448606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -8448610.000000 Penalty: 5299.856934
	Iteration 64Q: 3 clusters Score -8448610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -8448603.000000 Penalty: 5299.856934
	Iteration 65Q: 3 clusters Score -8448603 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -8448602.000000 Penalty: 5299.856934
	Iteration 66Q: 3 clusters Score -8448602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -8448611.000000 Penalty: 5299.856934
	Iteration 67Q: 3 clusters Score -8448611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -8448619.000000 Penalty: 5299.856934
	Iteration 68Q: 3 clusters Score -8448619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -8448611.000000 Penalty: 5299.856934
	Iteration 69Q: 3 clusters Score -8448611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -8448640.000000 Penalty: 5299.856934
	Iteration 70Q: 3 clusters Score -8448640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -8448631.000000 Penalty: 5299.856934
	Iteration 71Q: 3 clusters Score -8448631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -8448631.000000 Penalty: 5299.856934
	Iteration 72Q: 3 clusters Score -8448631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -8448649.000000 Penalty: 5299.856934
	Iteration 73Q: 3 clusters Score -8448649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -8448641.000000 Penalty: 5299.856934
	Iteration 74Q: 3 clusters Score -8448641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -8448651.000000 Penalty: 5299.856934
	Iteration 75Q: 3 clusters Score -8448651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -8448655.000000 Penalty: 5299.856934
	Iteration 76Q: 3 clusters Score -8448655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -8448661.000000 Penalty: 5299.856934
	Iteration 77Q: 3 clusters Score -8448661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -8448662.000000 Penalty: 5299.856934
	Iteration 78Q: 3 clusters Score -8448662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8448768 nChanged 42
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	Iteration 159Q: 3 clusters Score -8448830 nChanged 11
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	Iteration 160F: 3 clusters Score -8448831 nChanged 9
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Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -8448811.000000 Penalty: 5299.856934
	Iteration 171Q: 3 clusters Score -8448811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -8448811.000000 Penalty: 5299.856934
	Iteration 172Q: 3 clusters Score -8448811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -8448812.000000 Penalty: 5299.856934
	Iteration 173Q: 3 clusters Score -8448812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -8448813.000000 Penalty: 5299.856934
	Iteration 174Q: 3 clusters Score -8448813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -8448806.000000 Penalty: 5299.856934
	Iteration 175Q: 3 clusters Score -8448806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -8448805.000000 Penalty: 5299.856934
	Iteration 176Q: 3 clusters Score -8448805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -8448808.000000 Penalty: 5299.856934
	Iteration 177Q: 3 clusters Score -8448808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -8448812.000000 Penalty: 5299.856934
	Iteration 178Q: 3 clusters Score -8448812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -8448812.000000 Penalty: 5299.856934
	Iteration 179Q: 3 clusters Score -8448812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -8448812.000000 Penalty: 5299.856934
	Iteration 180F: 3 clusters Score -8448812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -8448801.000000 Penalty: 5299.856934
	Iteration 181Q: 3 clusters Score -8448801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -8448803.000000 Penalty: 5299.856934
	Iteration 182Q: 3 clusters Score -8448803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -8448802.000000 Penalty: 5299.856934
	Iteration 183Q: 3 clusters Score -8448802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -8448815.000000 Penalty: 5299.856934
	Iteration 184Q: 3 clusters Score -8448815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -8448813.000000 Penalty: 5299.856934
	Iteration 185Q: 3 clusters Score -8448813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -8448802.000000 Penalty: 5299.856934
	Iteration 186Q: 3 clusters Score -8448802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -8448809.000000 Penalty: 5299.856934
	Iteration 187Q: 3 clusters Score -8448809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -8448804.000000 Penalty: 5299.856934
	Iteration 188Q: 3 clusters Score -8448804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -8448805.000000 Penalty: 5299.856934
	Iteration 189Q: 3 clusters Score -8448805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -8448808.000000 Penalty: 5299.856934
	Iteration 190Q: 3 clusters Score -8448808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -8448802.000000 Penalty: 5299.856934
	Iteration 191Q: 3 clusters Score -8448802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -8448796.000000 Penalty: 5299.856934
	Iteration 192Q: 3 clusters Score -8448796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -8448814.000000 Penalty: 5299.856934
	Iteration 193Q: 3 clusters Score -8448814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -8448819.000000 Penalty: 5299.856934
	Iteration 194Q: 3 clusters Score -8448819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -8448820.000000 Penalty: 5299.856934
	Iteration 195Q: 3 clusters Score -8448820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -8448816.000000 Penalty: 5299.856934
	Iteration 196Q: 3 clusters Score -8448816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -8448828.000000 Penalty: 5299.856934
	Iteration 197Q: 3 clusters Score -8448828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -8448816.000000 Penalty: 5299.856934
	Iteration 198Q: 3 clusters Score -8448816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -8448837.000000 Penalty: 5299.856934
	Iteration 199Q: 3 clusters Score -8448837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -8448836.000000 Penalty: 5299.856934
	Iteration 200F: 3 clusters Score -8448836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -8448833.000000 Penalty: 5299.856934
	Iteration 201Q: 3 clusters Score -8448833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -8448832.000000 Penalty: 5299.856934
	Iteration 202Q: 3 clusters Score -8448832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -8448825.000000 Penalty: 5299.856934
	Iteration 203Q: 3 clusters Score -8448825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -8448822.000000 Penalty: 5299.856934
	Iteration 204Q: 3 clusters Score -8448822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -8448827.000000 Penalty: 5299.856934
	Iteration 205Q: 3 clusters Score -8448827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -8448839.000000 Penalty: 5299.856934
	Iteration 206Q: 3 clusters Score -8448839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -8448837.000000 Penalty: 5299.856934
	Iteration 207Q: 3 clusters Score -8448837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -8448832.000000 Penalty: 5299.856934
	Iteration 208Q: 3 clusters Score -8448832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -8448855.000000 Penalty: 5299.856934
	Iteration 209Q: 3 clusters Score -8448855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -8448876.000000 Penalty: 5299.856934
	Iteration 210Q: 3 clusters Score -8448876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -8448869.000000 Penalty: 5299.856934
	Iteration 211Q: 3 clusters Score -8448869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -8448871.000000 Penalty: 5299.856934
	Iteration 212Q: 3 clusters Score -8448871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -8448864.000000 Penalty: 5299.856934
	Iteration 213Q: 3 clusters Score -8448864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -8448863.000000 Penalty: 5299.856934
	Iteration 214Q: 3 clusters Score -8448863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -8448862.000000 Penalty: 5299.856934
	Iteration 215Q: 3 clusters Score -8448862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -8448856.000000 Penalty: 5299.856934
	Iteration 216Q: 3 clusters Score -8448856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -8448854.000000 Penalty: 5299.856934
	Iteration 217Q: 3 clusters Score -8448854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -8448864.000000 Penalty: 5299.856934
	Iteration 218Q: 3 clusters Score -8448864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -8448862.000000 Penalty: 5299.856934
	Iteration 219Q: 3 clusters Score -8448862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -8448849.000000 Penalty: 5299.856934
	Iteration 220F: 3 clusters Score -8448849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -8448859.000000 Penalty: 5299.856934
	Iteration 221Q: 3 clusters Score -8448859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -8448856.000000 Penalty: 5299.856934
	Iteration 222Q: 3 clusters Score -8448856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -8448860.000000 Penalty: 5299.856934
	Iteration 223Q: 3 clusters Score -8448860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -8448860.000000 Penalty: 5299.856934
	Iteration 224F: 3 clusters Score -8448860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 14735 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 52024 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 28969 members 
Entering Unmasked Estep 
Score: -161013536.000000 Penalty: 135306.328125
Splitting cluster 7 changes total score from -161014224.000000 to -161013536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (49587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Entering Unmasked Estep 
Score: -9446991.000000 Penalty: 2681.248047
	Iteration 0F: 2 clusters Score -9446991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -9419879.000000 Penalty: 5362.496094
	Iteration 0F: 3 clusters Score -9419879 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -9432422.000000 Penalty: 5362.496094
	Iteration 1F: 3 clusters Score -9432422 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -9432934.000000 Penalty: 5362.496094
	Iteration 2Q: 3 clusters Score -9432934 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -9433398.000000 Penalty: 5362.496094
	Iteration 3Q: 3 clusters Score -9433398 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -9433975.000000 Penalty: 5362.496094
	Iteration 4Q: 3 clusters Score -9433975 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -9434535.000000 Penalty: 5362.496094
	Iteration 5Q: 3 clusters Score -9434535 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -9435318.000000 Penalty: 5362.496094
	Iteration 6Q: 3 clusters Score -9435318 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -9436209.000000 Penalty: 5362.496094
	Iteration 7Q: 3 clusters Score -9436209 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -9437422.000000 Penalty: 5362.496094
	Iteration 8F: 3 clusters Score -9437422 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -9438879.000000 Penalty: 5362.496094
	Iteration 9F: 3 clusters Score -9438879 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -9440698.000000 Penalty: 5362.496094
	Iteration 10F: 3 clusters Score -9440698 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -9442562.000000 Penalty: 5362.496094
	Iteration 11F: 3 clusters Score -9442562 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -9444097.000000 Penalty: 5362.496094
	Iteration 12F: 3 clusters Score -9444097 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -9445084.000000 Penalty: 5362.496094
	Iteration 13Q: 3 clusters Score -9445084 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -9445559.000000 Penalty: 5362.496094
	Iteration 14Q: 3 clusters Score -9445559 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -9445742.000000 Penalty: 5362.496094
	Iteration 15Q: 3 clusters Score -9445742 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -9445680.000000 Penalty: 5362.496094
	Iteration 16Q: 3 clusters Score -9445680 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -9445567.000000 Penalty: 5362.496094
	Iteration 17Q: 3 clusters Score -9445567 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -9445572.000000 Penalty: 5362.496094
	Iteration 18Q: 3 clusters Score -9445572 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -9445531.000000 Penalty: 5362.496094
	Iteration 19Q: 3 clusters Score -9445531 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -9445491.000000 Penalty: 5362.496094
	Iteration 20F: 3 clusters Score -9445491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -9445456.000000 Penalty: 5362.496094
	Iteration 21Q: 3 clusters Score -9445456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -9445431.000000 Penalty: 5362.496094
	Iteration 22Q: 3 clusters Score -9445431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -9445411.000000 Penalty: 5362.496094
	Iteration 23Q: 3 clusters Score -9445411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -9445386.000000 Penalty: 5362.496094
	Iteration 24Q: 3 clusters Score -9445386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -9445402.000000 Penalty: 5362.496094
	Iteration 25Q: 3 clusters Score -9445402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -9445410.000000 Penalty: 5362.496094
	Iteration 26Q: 3 clusters Score -9445410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -9445409.000000 Penalty: 5362.496094
	Iteration 27Q: 3 clusters Score -9445409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -9445399.000000 Penalty: 5362.496094
	Iteration 28Q: 3 clusters Score -9445399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -9445400.000000 Penalty: 5362.496094
	Iteration 29Q: 3 clusters Score -9445400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -9445397.000000 Penalty: 5362.496094
	Iteration 30Q: 3 clusters Score -9445397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -9445397.000000 Penalty: 5362.496094
	Iteration 31F: 3 clusters Score -9445397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -204594.859375 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -204594.9 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 614 members 
Entering Unmasked Estep 
Score: -202752.390625 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -202752.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -203633.765625 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -203633.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -204045.078125 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -204045.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -204262.140625 Penalty: 3528.925537
	Iteration 3F: 3 clusters Score -204262.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -204411.234375 Penalty: 3528.925537
	Iteration 4Q: 3 clusters Score -204411.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -204571.453125 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -204571.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -204742.453125 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -204742.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -204901.390625 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -204901.4 nChanged 48
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: -205086.343750 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -205086.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -205310.218750 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -205310.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -205482.046875 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -205482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -205631.687500 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -205631.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -205830.093750 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -205830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -205864.859375 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -205864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -205875.234375 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -205875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -205875.234375 Penalty: 3528.925537
	Iteration 15F: 3 clusters Score -205875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 52024 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Entering Unmasked Estep 
Score: -161015456.000000 Penalty: 135306.328125
Splitting cluster 9 changes total score from -161014224.000000 to -161015456.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 10 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -111072.906250 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -111072.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -109513.812500 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -109513.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -109748.906250 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -109748.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -109829.093750 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -109829.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -109878.273438 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -109878.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109948.171875 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -109948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -110017.562500 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -110017.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -110165.250000 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -110165.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -110396.796875 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -110396.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -110485.546875 Penalty: 3199.433350
	Iteration 8F: 3 clusters Score -110485.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -110539.375000 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -110539.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110570.421875 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -110570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -110601.304688 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -110601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -110613.296875 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -110613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110625.851562 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -110625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -110643.625000 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -110643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -110670.984375 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -110671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110681.914062 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -110681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -110708.570312 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -110708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -110716.671875 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -110716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -110724.125000 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -110724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -110728.601562 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -110728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -110740.203125 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -110740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -110740.203125 Penalty: 3199.433350
	Iteration 22F: 3 clusters Score -110740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -971476.937500 Penalty: 2121.847412
	Iteration 0F: 2 clusters Score -971476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -966865.125000 Penalty: 4243.694824
	Iteration 0F: 3 clusters Score -966865.1 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -968322.687500 Penalty: 4243.694824
	Iteration 1F: 3 clusters Score -968322.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -968829.562500 Penalty: 4243.694824
	Iteration 2F: 3 clusters Score -968829.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -969198.375000 Penalty: 4243.694824
	Iteration 3F: 3 clusters Score -969198.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -969447.875000 Penalty: 4243.694824
	Iteration 4F: 3 clusters Score -969447.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -969635.375000 Penalty: 4243.694824
	Iteration 5Q: 3 clusters Score -969635.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -969807.437500 Penalty: 4243.694824
	Iteration 6Q: 3 clusters Score -969807.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -969987.875000 Penalty: 4243.694824
	Iteration 7Q: 3 clusters Score -969987.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -970143.750000 Penalty: 4243.694824
	Iteration 8Q: 3 clusters Score -970143.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -970285.250000 Penalty: 4243.694824
	Iteration 9Q: 3 clusters Score -970285.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -970449.000000 Penalty: 4243.694824
	Iteration 10Q: 3 clusters Score -970449 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -970584.125000 Penalty: 4243.694824
	Iteration 11Q: 3 clusters Score -970584.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -970732.500000 Penalty: 4243.694824
	Iteration 12Q: 3 clusters Score -970732.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -970871.687500 Penalty: 4243.694824
	Iteration 13Q: 3 clusters Score -970871.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -970954.250000 Penalty: 4243.694824
	Iteration 14Q: 3 clusters Score -970954.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -971020.750000 Penalty: 4243.694824
	Iteration 15Q: 3 clusters Score -971020.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -971080.250000 Penalty: 4243.694824
	Iteration 16Q: 3 clusters Score -971080.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -971127.250000 Penalty: 4243.694824
	Iteration 17Q: 3 clusters Score -971127.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -971164.125000 Penalty: 4243.694824
	Iteration 18Q: 3 clusters Score -971164.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -971191.625000 Penalty: 4243.694824
	Iteration 19Q: 3 clusters Score -971191.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -971210.125000 Penalty: 4243.694824
	Iteration 20F: 3 clusters Score -971210.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -971222.812500 Penalty: 4243.694824
	Iteration 21Q: 3 clusters Score -971222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -971233.312500 Penalty: 4243.694824
	Iteration 22Q: 3 clusters Score -971233.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -971239.125000 Penalty: 4243.694824
	Iteration 23Q: 3 clusters Score -971239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -971245.625000 Penalty: 4243.694824
	Iteration 24Q: 3 clusters Score -971245.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -971248.750000 Penalty: 4243.694824
	Iteration 25Q: 3 clusters Score -971248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -971250.875000 Penalty: 4243.694824
	Iteration 26Q: 3 clusters Score -971250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -971255.500000 Penalty: 4243.694824
	Iteration 27Q: 3 clusters Score -971255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -971256.625000 Penalty: 4243.694824
	Iteration 28Q: 3 clusters Score -971256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -971259.625000 Penalty: 4243.694824
	Iteration 29Q: 3 clusters Score -971259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -971260.187500 Penalty: 4243.694824
	Iteration 30Q: 3 clusters Score -971260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -971261.062500 Penalty: 4243.694824
	Iteration 31Q: 3 clusters Score -971261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -971263.062500 Penalty: 4243.694824
	Iteration 32Q: 3 clusters Score -971263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -971264.187500 Penalty: 4243.694824
	Iteration 33Q: 3 clusters Score -971264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -971262.437500 Penalty: 4243.694824
	Iteration 34Q: 3 clusters Score -971262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -971263.500000 Penalty: 4243.694824
	Iteration 35Q: 3 clusters Score -971263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -971263.500000 Penalty: 4243.694824
	Iteration 36F: 3 clusters Score -971263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Entering Unmasked Estep 
Score: -10874808.000000 Penalty: 2693.146240
	Iteration 0F: 2 clusters Score -1.087481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -10879273.000000 Penalty: 5386.292480
	Iteration 0F: 3 clusters Score -1.087927e+07 nChanged 24236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -10893034.000000 Penalty: 5386.292480
	Iteration 1F: 3 clusters Score -1.089303e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -10893715.000000 Penalty: 5386.292480
	Iteration 2F: 3 clusters Score -1.089372e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -10894800.000000 Penalty: 5386.292480
	Iteration 3F: 3 clusters Score -1.08948e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -10896114.000000 Penalty: 5386.292480
	Iteration 4F: 3 clusters Score -1.089611e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -10898053.000000 Penalty: 5386.292480
	Iteration 5F: 3 clusters Score -1.089805e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -10900347.000000 Penalty: 5386.292480
	Iteration 6F: 3 clusters Score -1.090035e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -10902776.000000 Penalty: 5386.292480
	Iteration 7F: 3 clusters Score -1.090278e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -10904891.000000 Penalty: 5386.292480
	Iteration 8F: 3 clusters Score -1.090489e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -10906291.000000 Penalty: 5386.292480
	Iteration 9F: 3 clusters Score -1.090629e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -10906941.000000 Penalty: 5386.292480
	Iteration 10Q: 3 clusters Score -1.090694e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -10907261.000000 Penalty: 5386.292480
	Iteration 11Q: 3 clusters Score -1.090726e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -10907507.000000 Penalty: 5386.292480
	Iteration 12Q: 3 clusters Score -1.090751e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -10907720.000000 Penalty: 5386.292480
	Iteration 13Q: 3 clusters Score -1.090772e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -10907929.000000 Penalty: 5386.292480
	Iteration 14Q: 3 clusters Score -1.090793e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -10908120.000000 Penalty: 5386.292480
	Iteration 15Q: 3 clusters Score -1.090812e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -10908320.000000 Penalty: 5386.292480
	Iteration 16Q: 3 clusters Score -1.090832e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -10908489.000000 Penalty: 5386.292480
	Iteration 17Q: 3 clusters Score -1.090849e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -10908647.000000 Penalty: 5386.292480
	Iteration 18Q: 3 clusters Score -1.090865e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -10908768.000000 Penalty: 5386.292480
	Iteration 19Q: 3 clusters Score -1.090877e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -10908901.000000 Penalty: 5386.292480
	Iteration 20F: 3 clusters Score -1.09089e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -10908937.000000 Penalty: 5386.292480
	Iteration 21Q: 3 clusters Score -1.090894e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -10909018.000000 Penalty: 5386.292480
	Iteration 22Q: 3 clusters Score -1.090902e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -10909032.000000 Penalty: 5386.292480
	Iteration 23Q: 3 clusters Score -1.090903e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -10909067.000000 Penalty: 5386.292480
	Iteration 24Q: 3 clusters Score -1.090907e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -10908999.000000 Penalty: 5386.292480
	Iteration 25Q: 3 clusters Score -1.0909e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -10908963.000000 Penalty: 5386.292480
	Iteration 26Q: 3 clusters Score -1.090896e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -10908933.000000 Penalty: 5386.292480
	Iteration 27Q: 3 clusters Score -1.090893e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -10908846.000000 Penalty: 5386.292480
	Iteration 28Q: 3 clusters Score -1.090885e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -10908772.000000 Penalty: 5386.292480
	Iteration 29Q: 3 clusters Score -1.090877e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -10908731.000000 Penalty: 5386.292480
	Iteration 30Q: 3 clusters Score -1.090873e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -10908689.000000 Penalty: 5386.292480
	Iteration 31Q: 3 clusters Score -1.090869e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -10908618.000000 Penalty: 5386.292480
	Iteration 32Q: 3 clusters Score -1.090862e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -10908551.000000 Penalty: 5386.292480
	Iteration 33Q: 3 clusters Score -1.090855e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -10908528.000000 Penalty: 5386.292480
	Iteration 34Q: 3 clusters Score -1.090853e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -10908517.000000 Penalty: 5386.292480
	Iteration 35Q: 3 clusters Score -1.090852e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -10908469.000000 Penalty: 5386.292480
	Iteration 36Q: 3 clusters Score -1.090847e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -10908430.000000 Penalty: 5386.292480
	Iteration 37Q: 3 clusters Score -1.090843e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -10908402.000000 Penalty: 5386.292480
	Iteration 38Q: 3 clusters Score -1.09084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -10908394.000000 Penalty: 5386.292480
	Iteration 39Q: 3 clusters Score -1.090839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -10908378.000000 Penalty: 5386.292480
	Iteration 40F: 3 clusters Score -1.090838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -10908354.000000 Penalty: 5386.292480
	Iteration 41Q: 3 clusters Score -1.090835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -10908332.000000 Penalty: 5386.292480
	Iteration 42Q: 3 clusters Score -1.090833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -10908304.000000 Penalty: 5386.292480
	Iteration 43Q: 3 clusters Score -1.09083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -10908299.000000 Penalty: 5386.292480
	Iteration 44Q: 3 clusters Score -1.09083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -10908264.000000 Penalty: 5386.292480
	Iteration 45Q: 3 clusters Score -1.090826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -10908245.000000 Penalty: 5386.292480
	Iteration 46Q: 3 clusters Score -1.090824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -10908226.000000 Penalty: 5386.292480
	Iteration 47Q: 3 clusters Score -1.090823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -10908210.000000 Penalty: 5386.292480
	Iteration 48Q: 3 clusters Score -1.090821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -10908215.000000 Penalty: 5386.292480
	Iteration 49Q: 3 clusters Score -1.090822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -10908165.000000 Penalty: 5386.292480
	Iteration 50Q: 3 clusters Score -1.090816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -10908152.000000 Penalty: 5386.292480
	Iteration 51Q: 3 clusters Score -1.090815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -10908138.000000 Penalty: 5386.292480
	Iteration 52Q: 3 clusters Score -1.090814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -10908117.000000 Penalty: 5386.292480
	Iteration 53Q: 3 clusters Score -1.090812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -10908138.000000 Penalty: 5386.292480
	Iteration 54Q: 3 clusters Score -1.090814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -10908100.000000 Penalty: 5386.292480
	Iteration 55Q: 3 clusters Score -1.09081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -10908089.000000 Penalty: 5386.292480
	Iteration 56Q: 3 clusters Score -1.090809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -10908045.000000 Penalty: 5386.292480
	Iteration 57Q: 3 clusters Score -1.090804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -10908043.000000 Penalty: 5386.292480
	Iteration 58Q: 3 clusters Score -1.090804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -10908034.000000 Penalty: 5386.292480
	Iteration 59Q: 3 clusters Score -1.090803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -10908034.000000 Penalty: 5386.292480
	Iteration 60F: 3 clusters Score -1.090803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -10908025.000000 Penalty: 5386.292480
	Iteration 61Q: 3 clusters Score -1.090802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -10908022.000000 Penalty: 5386.292480
	Iteration 62Q: 3 clusters Score -1.090802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -10908017.000000 Penalty: 5386.292480
	Iteration 63Q: 3 clusters Score -1.090802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -10908004.000000 Penalty: 5386.292480
	Iteration 64Q: 3 clusters Score -1.0908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -10908024.000000 Penalty: 5386.292480
	Iteration 65Q: 3 clusters Score -1.090802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -10908003.000000 Penalty: 5386.292480
	Iteration 66Q: 3 clusters Score -1.0908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -10907991.000000 Penalty: 5386.292480
	Iteration 67Q: 3 clusters Score -1.090799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -10907971.000000 Penalty: 5386.292480
	Iteration 68Q: 3 clusters Score -1.090797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -10907985.000000 Penalty: 5386.292480
	Iteration 69Q: 3 clusters Score -1.090798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -10907992.000000 Penalty: 5386.292480
	Iteration 70Q: 3 clusters Score -1.090799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -10907979.000000 Penalty: 5386.292480
	Iteration 71Q: 3 clusters Score -1.090798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -10907981.000000 Penalty: 5386.292480
	Iteration 72Q: 3 clusters Score -1.090798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -10907976.000000 Penalty: 5386.292480
	Iteration 73Q: 3 clusters Score -1.090798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -10907970.000000 Penalty: 5386.292480
	Iteration 74Q: 3 clusters Score -1.090797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -10907977.000000 Penalty: 5386.292480
	Iteration 75Q: 3 clusters Score -1.090798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -10907977.000000 Penalty: 5386.292480
	Iteration 76F: 3 clusters Score -1.090798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Entering Unmasked Estep 
Score: -161043776.000000 Penalty: 138689.000000
Splitting cluster 12 changes total score from -161014224.000000 to -161043776.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 13 (55954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Entering Unmasked Estep 
Score: -10785168.000000 Penalty: 2711.206787
	Iteration 0F: 2 clusters Score -1.078517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -10768329.000000 Penalty: 5422.413574
	Iteration 0F: 3 clusters Score -1.076833e+07 nChanged 25892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -10782645.000000 Penalty: 5422.413574
	Iteration 1F: 3 clusters Score -1.078264e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -10783360.000000 Penalty: 5422.413574
	Iteration 2Q: 3 clusters Score -1.078336e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -10783972.000000 Penalty: 5422.413574
	Iteration 3Q: 3 clusters Score -1.078397e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -10784484.000000 Penalty: 5422.413574
	Iteration 4Q: 3 clusters Score -1.078448e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -10785239.000000 Penalty: 5422.413574
	Iteration 5F: 3 clusters Score -1.078524e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -10786494.000000 Penalty: 5422.413574
	Iteration 6F: 3 clusters Score -1.078649e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -10788669.000000 Penalty: 5422.413574
	Iteration 7F: 3 clusters Score -1.078867e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -10791971.000000 Penalty: 5422.413574
	Iteration 8F: 3 clusters Score -1.079197e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -10794955.000000 Penalty: 5422.413574
	Iteration 9F: 3 clusters Score -1.079496e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -10796384.000000 Penalty: 5422.413574
	Iteration 10F: 3 clusters Score -1.079638e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -10796923.000000 Penalty: 5422.413574
	Iteration 11Q: 3 clusters Score -1.079692e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -10797088.000000 Penalty: 5422.413574
	Iteration 12Q: 3 clusters Score -1.079709e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -10797104.000000 Penalty: 5422.413574
	Iteration 13Q: 3 clusters Score -1.07971e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -10797113.000000 Penalty: 5422.413574
	Iteration 14Q: 3 clusters Score -1.079711e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -10797216.000000 Penalty: 5422.413574
	Iteration 15Q: 3 clusters Score -1.079722e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -10797478.000000 Penalty: 5422.413574
	Iteration 16Q: 3 clusters Score -1.079748e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -10797757.000000 Penalty: 5422.413574
	Iteration 17Q: 3 clusters Score -1.079776e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -10798142.000000 Penalty: 5422.413574
	Iteration 18Q: 3 clusters Score -1.079814e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -10798549.000000 Penalty: 5422.413574
	Iteration 19Q: 3 clusters Score -1.079855e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -10799057.000000 Penalty: 5422.413574
	Iteration 20F: 3 clusters Score -1.079906e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -10799535.000000 Penalty: 5422.413574
	Iteration 21Q: 3 clusters Score -1.079954e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -10799963.000000 Penalty: 5422.413574
	Iteration 22Q: 3 clusters Score -1.079996e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -10800240.000000 Penalty: 5422.413574
	Iteration 23Q: 3 clusters Score -1.080024e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -10800357.000000 Penalty: 5422.413574
	Iteration 24Q: 3 clusters Score -1.080036e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -10800263.000000 Penalty: 5422.413574
	Iteration 25Q: 3 clusters Score -1.080026e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -10799956.000000 Penalty: 5422.413574
	Iteration 26Q: 3 clusters Score -1.079996e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -10799645.000000 Penalty: 5422.413574
	Iteration 27Q: 3 clusters Score -1.079964e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -10799396.000000 Penalty: 5422.413574
	Iteration 28Q: 3 clusters Score -1.07994e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -10799221.000000 Penalty: 5422.413574
	Iteration 29Q: 3 clusters Score -1.079922e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -10799060.000000 Penalty: 5422.413574
	Iteration 30Q: 3 clusters Score -1.079906e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -10798864.000000 Penalty: 5422.413574
	Iteration 31Q: 3 clusters Score -1.079886e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -10798814.000000 Penalty: 5422.413574
	Iteration 32Q: 3 clusters Score -1.079881e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -10798781.000000 Penalty: 5422.413574
	Iteration 33Q: 3 clusters Score -1.079878e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -10798799.000000 Penalty: 5422.413574
	Iteration 34Q: 3 clusters Score -1.07988e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -10798810.000000 Penalty: 5422.413574
	Iteration 35Q: 3 clusters Score -1.079881e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -10798839.000000 Penalty: 5422.413574
	Iteration 36Q: 3 clusters Score -1.079884e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -10798824.000000 Penalty: 5422.413574
	Iteration 37Q: 3 clusters Score -1.079882e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -10798834.000000 Penalty: 5422.413574
	Iteration 38Q: 3 clusters Score -1.079883e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -10798818.000000 Penalty: 5422.413574
	Iteration 39Q: 3 clusters Score -1.079882e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -10798897.000000 Penalty: 5422.413574
	Iteration 40F: 3 clusters Score -1.07989e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -10798969.000000 Penalty: 5422.413574
	Iteration 41Q: 3 clusters Score -1.079897e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -10799006.000000 Penalty: 5422.413574
	Iteration 42Q: 3 clusters Score -1.079901e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -10799079.000000 Penalty: 5422.413574
	Iteration 43Q: 3 clusters Score -1.079908e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -10799183.000000 Penalty: 5422.413574
	Iteration 44Q: 3 clusters Score -1.079918e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -10799242.000000 Penalty: 5422.413574
	Iteration 45Q: 3 clusters Score -1.079924e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -10799308.000000 Penalty: 5422.413574
	Iteration 46Q: 3 clusters Score -1.079931e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -10799323.000000 Penalty: 5422.413574
	Iteration 47Q: 3 clusters Score -1.079932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -10799382.000000 Penalty: 5422.413574
	Iteration 48Q: 3 clusters Score -1.079938e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -10799429.000000 Penalty: 5422.413574
	Iteration 49Q: 3 clusters Score -1.079943e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -10799458.000000 Penalty: 5422.413574
	Iteration 50Q: 3 clusters Score -1.079946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -10799484.000000 Penalty: 5422.413574
	Iteration 51Q: 3 clusters Score -1.079948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -10799463.000000 Penalty: 5422.413574
	Iteration 52Q: 3 clusters Score -1.079946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -10799467.000000 Penalty: 5422.413574
	Iteration 53Q: 3 clusters Score -1.079947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -10799464.000000 Penalty: 5422.413574
	Iteration 54Q: 3 clusters Score -1.079946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -10799468.000000 Penalty: 5422.413574
	Iteration 55Q: 3 clusters Score -1.079947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -10799465.000000 Penalty: 5422.413574
	Iteration 56Q: 3 clusters Score -1.079946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -10799472.000000 Penalty: 5422.413574
	Iteration 57Q: 3 clusters Score -1.079947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -10799462.000000 Penalty: 5422.413574
	Iteration 58Q: 3 clusters Score -1.079946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -10799469.000000 Penalty: 5422.413574
	Iteration 59Q: 3 clusters Score -1.079947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -10799472.000000 Penalty: 5422.413574
	Iteration 60F: 3 clusters Score -1.079947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -10799494.000000 Penalty: 5422.413574
	Iteration 61Q: 3 clusters Score -1.079949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -10799483.000000 Penalty: 5422.413574
	Iteration 62Q: 3 clusters Score -1.079948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -10799478.000000 Penalty: 5422.413574
	Iteration 63Q: 3 clusters Score -1.079948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -10799488.000000 Penalty: 5422.413574
	Iteration 64Q: 3 clusters Score -1.079949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -10799493.000000 Penalty: 5422.413574
	Iteration 65Q: 3 clusters Score -1.079949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -10799500.000000 Penalty: 5422.413574
	Iteration 66Q: 3 clusters Score -1.07995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -10799494.000000 Penalty: 5422.413574
	Iteration 67Q: 3 clusters Score -1.079949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -10799495.000000 Penalty: 5422.413574
	Iteration 68Q: 3 clusters Score -1.07995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -10799495.000000 Penalty: 5422.413574
	Iteration 69Q: 3 clusters Score -1.07995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -10799495.000000 Penalty: 5422.413574
	Iteration 70F: 3 clusters Score -1.07995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 57940 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Entering Unmasked Estep 
Score: -161054880.000000 Penalty: 142071.656250
Splitting cluster 13 changes total score from -161014224.000000 to -161054880.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 14 (57940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Entering Unmasked Estep 
Score: -11225809.000000 Penalty: 2719.856445
	Iteration 0F: 2 clusters Score -1.122581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -11212667.000000 Penalty: 5439.712891
	Iteration 0F: 3 clusters Score -1.121267e+07 nChanged 26828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -11227503.000000 Penalty: 5439.712891
	Iteration 1F: 3 clusters Score -1.12275e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -11228253.000000 Penalty: 5439.712891
	Iteration 2Q: 3 clusters Score -1.122825e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -11229027.000000 Penalty: 5439.712891
	Iteration 3Q: 3 clusters Score -1.122903e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -11230147.000000 Penalty: 5439.712891
	Iteration 4Q: 3 clusters Score -1.123015e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -11231822.000000 Penalty: 5439.712891
	Iteration 5F: 3 clusters Score -1.123182e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -11233894.000000 Penalty: 5439.712891
	Iteration 6F: 3 clusters Score -1.123389e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -11236424.000000 Penalty: 5439.712891
	Iteration 7F: 3 clusters Score -1.123642e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -11238835.000000 Penalty: 5439.712891
	Iteration 8F: 3 clusters Score -1.123884e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -11240604.000000 Penalty: 5439.712891
	Iteration 9F: 3 clusters Score -1.12406e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -11241481.000000 Penalty: 5439.712891
	Iteration 10F: 3 clusters Score -1.124148e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -11241779.000000 Penalty: 5439.712891
	Iteration 11Q: 3 clusters Score -1.124178e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -11241739.000000 Penalty: 5439.712891
	Iteration 12Q: 3 clusters Score -1.124174e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -11241666.000000 Penalty: 5439.712891
	Iteration 13Q: 3 clusters Score -1.124167e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -11241651.000000 Penalty: 5439.712891
	Iteration 14Q: 3 clusters Score -1.124165e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -11241754.000000 Penalty: 5439.712891
	Iteration 15Q: 3 clusters Score -1.124175e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -11241767.000000 Penalty: 5439.712891
	Iteration 16Q: 3 clusters Score -1.124177e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -11241907.000000 Penalty: 5439.712891
	Iteration 17Q: 3 clusters Score -1.124191e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -11242040.000000 Penalty: 5439.712891
	Iteration 18Q: 3 clusters Score -1.124204e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -11242155.000000 Penalty: 5439.712891
	Iteration 19Q: 3 clusters Score -1.124216e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -11242257.000000 Penalty: 5439.712891
	Iteration 20F: 3 clusters Score -1.124226e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -11242315.000000 Penalty: 5439.712891
	Iteration 21Q: 3 clusters Score -1.124232e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -11242395.000000 Penalty: 5439.712891
	Iteration 22Q: 3 clusters Score -1.12424e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -11242433.000000 Penalty: 5439.712891
	Iteration 23Q: 3 clusters Score -1.124243e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -11242573.000000 Penalty: 5439.712891
	Iteration 24Q: 3 clusters Score -1.124257e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -11242647.000000 Penalty: 5439.712891
	Iteration 25Q: 3 clusters Score -1.124265e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -11242760.000000 Penalty: 5439.712891
	Iteration 26Q: 3 clusters Score -1.124276e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -11242853.000000 Penalty: 5439.712891
	Iteration 27Q: 3 clusters Score -1.124285e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -11242940.000000 Penalty: 5439.712891
	Iteration 28Q: 3 clusters Score -1.124294e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -11243044.000000 Penalty: 5439.712891
	Iteration 29Q: 3 clusters Score -1.124304e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -11243060.000000 Penalty: 5439.712891
	Iteration 30Q: 3 clusters Score -1.124306e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -11243083.000000 Penalty: 5439.712891
	Iteration 31Q: 3 clusters Score -1.124308e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -11243101.000000 Penalty: 5439.712891
	Iteration 32Q: 3 clusters Score -1.12431e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -11243085.000000 Penalty: 5439.712891
	Iteration 33Q: 3 clusters Score -1.124308e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -11243074.000000 Penalty: 5439.712891
	Iteration 34Q: 3 clusters Score -1.124307e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -11243077.000000 Penalty: 5439.712891
	Iteration 35Q: 3 clusters Score -1.124308e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -11243077.000000 Penalty: 5439.712891
	Iteration 36Q: 3 clusters Score -1.124308e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -11243069.000000 Penalty: 5439.712891
	Iteration 37Q: 3 clusters Score -1.124307e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -11243063.000000 Penalty: 5439.712891
	Iteration 38Q: 3 clusters Score -1.124306e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -11243039.000000 Penalty: 5439.712891
	Iteration 39Q: 3 clusters Score -1.124304e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -11243049.000000 Penalty: 5439.712891
	Iteration 40F: 3 clusters Score -1.124305e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -11243040.000000 Penalty: 5439.712891
	Iteration 41Q: 3 clusters Score -1.124304e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -11243044.000000 Penalty: 5439.712891
	Iteration 42Q: 3 clusters Score -1.124304e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -11243027.000000 Penalty: 5439.712891
	Iteration 43Q: 3 clusters Score -1.124303e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -11243010.000000 Penalty: 5439.712891
	Iteration 44Q: 3 clusters Score -1.124301e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -11243003.000000 Penalty: 5439.712891
	Iteration 45Q: 3 clusters Score -1.1243e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -11243004.000000 Penalty: 5439.712891
	Iteration 46Q: 3 clusters Score -1.1243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -11243000.000000 Penalty: 5439.712891
	Iteration 47Q: 3 clusters Score -1.1243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -11243011.000000 Penalty: 5439.712891
	Iteration 48Q: 3 clusters Score -1.124301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -11243018.000000 Penalty: 5439.712891
	Iteration 49Q: 3 clusters Score -1.124302e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -11242988.000000 Penalty: 5439.712891
	Iteration 50Q: 3 clusters Score -1.124299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -11243001.000000 Penalty: 5439.712891
	Iteration 51Q: 3 clusters Score -1.1243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -11243010.000000 Penalty: 5439.712891
	Iteration 52Q: 3 clusters Score -1.124301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -11242985.000000 Penalty: 5439.712891
	Iteration 53Q: 3 clusters Score -1.124298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -11242985.000000 Penalty: 5439.712891
	Iteration 54Q: 3 clusters Score -1.124298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -11243002.000000 Penalty: 5439.712891
	Iteration 55Q: 3 clusters Score -1.1243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -11243005.000000 Penalty: 5439.712891
	Iteration 56Q: 3 clusters Score -1.1243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -11242993.000000 Penalty: 5439.712891
	Iteration 57Q: 3 clusters Score -1.124299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -11242975.000000 Penalty: 5439.712891
	Iteration 58Q: 3 clusters Score -1.124298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -11242983.000000 Penalty: 5439.712891
	Iteration 59Q: 3 clusters Score -1.124298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -11242988.000000 Penalty: 5439.712891
	Iteration 60F: 3 clusters Score -1.124299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -11242985.000000 Penalty: 5439.712891
	Iteration 61Q: 3 clusters Score -1.124298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -11242980.000000 Penalty: 5439.712891
	Iteration 62Q: 3 clusters Score -1.124298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -11242968.000000 Penalty: 5439.712891
	Iteration 63Q: 3 clusters Score -1.124297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -11242972.000000 Penalty: 5439.712891
	Iteration 64Q: 3 clusters Score -1.124297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -11242974.000000 Penalty: 5439.712891
	Iteration 65Q: 3 clusters Score -1.124297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -11242975.000000 Penalty: 5439.712891
	Iteration 66Q: 3 clusters Score -1.124298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -11242971.000000 Penalty: 5439.712891
	Iteration 67Q: 3 clusters Score -1.124297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -11242971.000000 Penalty: 5439.712891
	Iteration 68Q: 3 clusters Score -1.124297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -11242970.000000 Penalty: 5439.712891
	Iteration 69Q: 3 clusters Score -1.124297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -11242977.000000 Penalty: 5439.712891
	Iteration 70Q: 3 clusters Score -1.124298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -11242973.000000 Penalty: 5439.712891
	Iteration 71Q: 3 clusters Score -1.124297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -11242971.000000 Penalty: 5439.712891
	Iteration 72Q: 3 clusters Score -1.124297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -11242973.000000 Penalty: 5439.712891
	Iteration 73Q: 3 clusters Score -1.124297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -11242977.000000 Penalty: 5439.712891
	Iteration 74Q: 3 clusters Score -1.124298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -11242977.000000 Penalty: 5439.712891
	Iteration 75F: 3 clusters Score -1.124298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 72741 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Entering Unmasked Estep 
Score: -161068864.000000 Penalty: 145454.312500
Splitting cluster 14 changes total score from -161014224.000000 to -161068864.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 15 (72741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Entering Unmasked Estep 
Score: -13521067.000000 Penalty: 2776.275635
	Iteration 0F: 2 clusters Score -1.352107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -13475673.000000 Penalty: 5552.551270
	Iteration 0F: 3 clusters Score -1.347567e+07 nChanged 33946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -13495775.000000 Penalty: 5552.551270
	Iteration 1F: 3 clusters Score -1.349578e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -13497592.000000 Penalty: 5552.551270
	Iteration 2F: 3 clusters Score -1.349759e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -13500528.000000 Penalty: 5552.551270
	Iteration 3F: 3 clusters Score -1.350053e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -13503786.000000 Penalty: 5552.551270
	Iteration 4F: 3 clusters Score -1.350379e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -13507762.000000 Penalty: 5552.551270
	Iteration 5F: 3 clusters Score -1.350776e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -13511680.000000 Penalty: 5552.551270
	Iteration 6F: 3 clusters Score -1.351168e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -13515306.000000 Penalty: 5552.551270
	Iteration 7F: 3 clusters Score -1.351531e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -13517848.000000 Penalty: 5552.551270
	Iteration 8Q: 3 clusters Score -1.351785e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -13519403.000000 Penalty: 5552.551270
	Iteration 9Q: 3 clusters Score -1.35194e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -13520297.000000 Penalty: 5552.551270
	Iteration 10Q: 3 clusters Score -1.35203e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -13520881.000000 Penalty: 5552.551270
	Iteration 11Q: 3 clusters Score -1.352088e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -13521152.000000 Penalty: 5552.551270
	Iteration 12Q: 3 clusters Score -1.352115e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -13521389.000000 Penalty: 5552.551270
	Iteration 13Q: 3 clusters Score -1.352139e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -13521575.000000 Penalty: 5552.551270
	Iteration 14Q: 3 clusters Score -1.352158e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -13521664.000000 Penalty: 5552.551270
	Iteration 15Q: 3 clusters Score -1.352166e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -13521701.000000 Penalty: 5552.551270
	Iteration 16Q: 3 clusters Score -1.35217e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -13521737.000000 Penalty: 5552.551270
	Iteration 17Q: 3 clusters Score -1.352174e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -13521725.000000 Penalty: 5552.551270
	Iteration 18Q: 3 clusters Score -1.352172e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -13521759.000000 Penalty: 5552.551270
	Iteration 19Q: 3 clusters Score -1.352176e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -13521763.000000 Penalty: 5552.551270
	Iteration 20F: 3 clusters Score -1.352176e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -13521778.000000 Penalty: 5552.551270
	Iteration 21Q: 3 clusters Score -1.352178e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -13521816.000000 Penalty: 5552.551270
	Iteration 22Q: 3 clusters Score -1.352182e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -13521826.000000 Penalty: 5552.551270
	Iteration 23Q: 3 clusters Score -1.352183e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -13521832.000000 Penalty: 5552.551270
	Iteration 24Q: 3 clusters Score -1.352183e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -13521823.000000 Penalty: 5552.551270
	Iteration 25Q: 3 clusters Score -1.352182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -13521812.000000 Penalty: 5552.551270
	Iteration 26Q: 3 clusters Score -1.352181e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -13521809.000000 Penalty: 5552.551270
	Iteration 27Q: 3 clusters Score -1.352181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -13521806.000000 Penalty: 5552.551270
	Iteration 28Q: 3 clusters Score -1.352181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -13521783.000000 Penalty: 5552.551270
	Iteration 29Q: 3 clusters Score -1.352178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -13521799.000000 Penalty: 5552.551270
	Iteration 30Q: 3 clusters Score -1.35218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -13521794.000000 Penalty: 5552.551270
	Iteration 31Q: 3 clusters Score -1.352179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -13521788.000000 Penalty: 5552.551270
	Iteration 32Q: 3 clusters Score -1.352179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -13521781.000000 Penalty: 5552.551270
	Iteration 33Q: 3 clusters Score -1.352178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -13521779.000000 Penalty: 5552.551270
	Iteration 34Q: 3 clusters Score -1.352178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -13521780.000000 Penalty: 5552.551270
	Iteration 35Q: 3 clusters Score -1.352178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -13521782.000000 Penalty: 5552.551270
	Iteration 36Q: 3 clusters Score -1.352178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -13521781.000000 Penalty: 5552.551270
	Iteration 37Q: 3 clusters Score -1.352178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -13521785.000000 Penalty: 5552.551270
	Iteration 38Q: 3 clusters Score -1.352178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -13521787.000000 Penalty: 5552.551270
	Iteration 39Q: 3 clusters Score -1.352179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -13521787.000000 Penalty: 5552.551270
	Iteration 40F: 3 clusters Score -1.352179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 808 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Entering Unmasked Estep 
Score: -161068768.000000 Penalty: 148836.968750
Splitting cluster 15 changes total score from -161014224.000000 to -161068768.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -54562.617188 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -54562.62 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 400 members 
Entering Unmasked Estep 
Score: -53227.386719 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -53227.39 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -55048.101562 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -55048.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56225.191406 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -56225.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56998.972656 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -56998.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -57249.054688 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -57249.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -57312.187500 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -57312.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -57359.425781 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -57359.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -57421.695312 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -57421.7 nChanged 7
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: -57450.214844 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -57450.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -57456.699219 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -57456.7 nChanged 2
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: -57465.707031 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -57465.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -57468.257812 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -57468.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -57470.195312 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -57470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -57470.195312 Penalty: 3320.502686
	Iteration 13F: 3 clusters Score -57470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Entering Unmasked Estep 
Score: -161069952.000000 Penalty: 152219.625000
Splitting cluster 16 changes total score from -161014224.000000 to -161069952.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 17 (46925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Entering Unmasked Estep 
Score: -9359393.000000 Penalty: 2667.563721
	Iteration 0F: 2 clusters Score -9359393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -9351940.000000 Penalty: 5335.127441
	Iteration 0F: 3 clusters Score -9351940 nChanged 21506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -9363856.000000 Penalty: 5335.127441
	Iteration 1F: 3 clusters Score -9363856 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -9364269.000000 Penalty: 5335.127441
	Iteration 2F: 3 clusters Score -9364269 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -9364572.000000 Penalty: 5335.127441
	Iteration 3Q: 3 clusters Score -9364572 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -9364981.000000 Penalty: 5335.127441
	Iteration 4Q: 3 clusters Score -9364981 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -9365440.000000 Penalty: 5335.127441
	Iteration 5Q: 3 clusters Score -9365440 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -9365934.000000 Penalty: 5335.127441
	Iteration 6Q: 3 clusters Score -9365934 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -9366465.000000 Penalty: 5335.127441
	Iteration 7Q: 3 clusters Score -9366465 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -9367129.000000 Penalty: 5335.127441
	Iteration 8Q: 3 clusters Score -9367129 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -9368066.000000 Penalty: 5335.127441
	Iteration 9Q: 3 clusters Score -9368066 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -9369028.000000 Penalty: 5335.127441
	Iteration 10Q: 3 clusters Score -9369028 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -9370135.000000 Penalty: 5335.127441
	Iteration 11Q: 3 clusters Score -9370135 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -9371060.000000 Penalty: 5335.127441
	Iteration 12Q: 3 clusters Score -9371060 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -9371635.000000 Penalty: 5335.127441
	Iteration 13Q: 3 clusters Score -9371635 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -9371982.000000 Penalty: 5335.127441
	Iteration 14Q: 3 clusters Score -9371982 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -9372098.000000 Penalty: 5335.127441
	Iteration 15Q: 3 clusters Score -9372098 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -9372277.000000 Penalty: 5335.127441
	Iteration 16Q: 3 clusters Score -9372277 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -9372386.000000 Penalty: 5335.127441
	Iteration 17Q: 3 clusters Score -9372386 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -9372457.000000 Penalty: 5335.127441
	Iteration 18Q: 3 clusters Score -9372457 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -9372492.000000 Penalty: 5335.127441
	Iteration 19Q: 3 clusters Score -9372492 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -9372520.000000 Penalty: 5335.127441
	Iteration 20F: 3 clusters Score -9372520 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -9372540.000000 Penalty: 5335.127441
	Iteration 21Q: 3 clusters Score -9372540 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -9372542.000000 Penalty: 5335.127441
	Iteration 22Q: 3 clusters Score -9372542 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -9372546.000000 Penalty: 5335.127441
	Iteration 23Q: 3 clusters Score -9372546 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -9372570.000000 Penalty: 5335.127441
	Iteration 24Q: 3 clusters Score -9372570 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -9372586.000000 Penalty: 5335.127441
	Iteration 25Q: 3 clusters Score -9372586 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -9372613.000000 Penalty: 5335.127441
	Iteration 26Q: 3 clusters Score -9372613 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -9372605.000000 Penalty: 5335.127441
	Iteration 27Q: 3 clusters Score -9372605 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -9372594.000000 Penalty: 5335.127441
	Iteration 28Q: 3 clusters Score -9372594 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -9372591.000000 Penalty: 5335.127441
	Iteration 29Q: 3 clusters Score -9372591 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -9372567.000000 Penalty: 5335.127441
	Iteration 30Q: 3 clusters Score -9372567 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -9372549.000000 Penalty: 5335.127441
	Iteration 31Q: 3 clusters Score -9372549 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -9372507.000000 Penalty: 5335.127441
	Iteration 32Q: 3 clusters Score -9372507 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -9372519.000000 Penalty: 5335.127441
	Iteration 33Q: 3 clusters Score -9372519 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -9372526.000000 Penalty: 5335.127441
	Iteration 34Q: 3 clusters Score -9372526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -9372501.000000 Penalty: 5335.127441
	Iteration 35Q: 3 clusters Score -9372501 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -9372512.000000 Penalty: 5335.127441
	Iteration 36Q: 3 clusters Score -9372512 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -9372535.000000 Penalty: 5335.127441
	Iteration 37Q: 3 clusters Score -9372535 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -9372493.000000 Penalty: 5335.127441
	Iteration 38Q: 3 clusters Score -9372493 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -9372499.000000 Penalty: 5335.127441
	Iteration 39Q: 3 clusters Score -9372499 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -9372525.000000 Penalty: 5335.127441
	Iteration 40F: 3 clusters Score -9372525 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -9372509.000000 Penalty: 5335.127441
	Iteration 41Q: 3 clusters Score -9372509 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -9372526.000000 Penalty: 5335.127441
	Iteration 42Q: 3 clusters Score -9372526 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -9372484.000000 Penalty: 5335.127441
	Iteration 43Q: 3 clusters Score -9372484 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -9372502.000000 Penalty: 5335.127441
	Iteration 44Q: 3 clusters Score -9372502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -9372519.000000 Penalty: 5335.127441
	Iteration 45Q: 3 clusters Score -9372519 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -9372513.000000 Penalty: 5335.127441
	Iteration 46Q: 3 clusters Score -9372513 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -9372496.000000 Penalty: 5335.127441
	Iteration 47Q: 3 clusters Score -9372496 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9372486 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9372469 nChanged 130
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Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9372481 nChanged 137
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Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9372490 nChanged 137
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Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9372495 nChanged 105
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Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9372502 nChanged 83
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Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9372493 nChanged 63
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Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9372487 nChanged 74
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Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9372490 nChanged 94
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Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9372491 nChanged 92
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Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9372470 nChanged 89
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Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9372486 nChanged 84
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Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9372486 nChanged 82
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Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9372477 nChanged 89
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Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9372492 nChanged 96
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Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9372492 nChanged 75
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9372483 nChanged 84
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9372472 nChanged 62
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9372491 nChanged 52
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9372479 nChanged 63
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9372479 nChanged 50
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9372471 nChanged 44
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9372473 nChanged 50
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9372470 nChanged 51
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9372469 nChanged 50
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9372476 nChanged 38
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9372463 nChanged 34
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9372469 nChanged 42
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9372465 nChanged 42
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	Iteration 77Q: 3 clusters Score -9372466 nChanged 36
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9372481 nChanged 37
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	Iteration 79Q: 3 clusters Score -9372491 nChanged 32
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9372500 nChanged 24
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9372498 nChanged 31
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	Iteration 82Q: 3 clusters Score -9372488 nChanged 34
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	Iteration 83Q: 3 clusters Score -9372488 nChanged 37
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	Iteration 84Q: 3 clusters Score -9372494 nChanged 42
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	Iteration 85Q: 3 clusters Score -9372483 nChanged 29
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	Iteration 86Q: 3 clusters Score -9372481 nChanged 18
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	Iteration 87Q: 3 clusters Score -9372473 nChanged 24
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	Iteration 88Q: 3 clusters Score -9372468 nChanged 16
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	Iteration 89Q: 3 clusters Score -9372469 nChanged 15
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	Iteration 90Q: 3 clusters Score -9372463 nChanged 13
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	Iteration 91Q: 3 clusters Score -9372459 nChanged 17
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	Iteration 92Q: 3 clusters Score -9372452 nChanged 21
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	Iteration 93Q: 3 clusters Score -9372464 nChanged 34
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	Iteration 94Q: 3 clusters Score -9372469 nChanged 31
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	Iteration 95Q: 3 clusters Score -9372491 nChanged 23
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	Iteration 96Q: 3 clusters Score -9372491 nChanged 15
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	Iteration 97Q: 3 clusters Score -9372493 nChanged 17
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	Iteration 98Q: 3 clusters Score -9372504 nChanged 22
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	Iteration 99Q: 3 clusters Score -9372499 nChanged 16
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	Iteration 100F: 3 clusters Score -9372504 nChanged 16
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	Iteration 101Q: 3 clusters Score -9372491 nChanged 15
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	Iteration 102Q: 3 clusters Score -9372492 nChanged 17
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9372497 nChanged 24
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9372525 nChanged 18
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	Iteration 105Q: 3 clusters Score -9372526 nChanged 18
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9372527 nChanged 17
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9372533 nChanged 20
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9372529 nChanged 24
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9372543 nChanged 16
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	Iteration 110Q: 3 clusters Score -9372525 nChanged 16
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	Iteration 111Q: 3 clusters Score -9372533 nChanged 14
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9372535 nChanged 16
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9372534 nChanged 8
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9372541 nChanged 13
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	Iteration 115Q: 3 clusters Score -9372548 nChanged 16
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9372542 nChanged 13
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	Iteration 117Q: 3 clusters Score -9372558 nChanged 13
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	Iteration 118Q: 3 clusters Score -9372559 nChanged 12
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	Iteration 119Q: 3 clusters Score -9372558 nChanged 8
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	Iteration 120F: 3 clusters Score -9372560 nChanged 6
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9372556 nChanged 7
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	Iteration 122Q: 3 clusters Score -9372567 nChanged 8
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	Iteration 123Q: 3 clusters Score -9372573 nChanged 8
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	Iteration 124Q: 3 clusters Score -9372563 nChanged 6
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9372564 nChanged 11
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	Iteration 126Q: 3 clusters Score -9372559 nChanged 14
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	Iteration 127Q: 3 clusters Score -9372576 nChanged 14
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	Iteration 128Q: 3 clusters Score -9372569 nChanged 20
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	Iteration 129Q: 3 clusters Score -9372563 nChanged 20
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	Iteration 130Q: 3 clusters Score -9372576 nChanged 10
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	Iteration 131Q: 3 clusters Score -9372573 nChanged 10
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	Iteration 132Q: 3 clusters Score -9372579 nChanged 5
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	Iteration 133Q: 3 clusters Score -9372569 nChanged 1
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	Iteration 134Q: 3 clusters Score -9372572 nChanged 2
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	Iteration 135Q: 3 clusters Score -9372580 nChanged 1
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	Iteration 136Q: 3 clusters Score -9372574 nChanged 3
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	Iteration 137Q: 3 clusters Score -9372572 nChanged 5
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	Iteration 138Q: 3 clusters Score -9372574 nChanged 4
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	Iteration 139Q: 3 clusters Score -9372567 nChanged 3
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	Iteration 140F: 3 clusters Score -9372568 nChanged 4
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9372566 nChanged 2
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Score: -9372570.000000 Penalty: 5335.127441
	Iteration 142Q: 3 clusters Score -9372570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -9372572.000000 Penalty: 5335.127441
	Iteration 143Q: 3 clusters Score -9372572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -9372569.000000 Penalty: 5335.127441
	Iteration 144Q: 3 clusters Score -9372569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -9372568.000000 Penalty: 5335.127441
	Iteration 145Q: 3 clusters Score -9372568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -9372570.000000 Penalty: 5335.127441
	Iteration 146Q: 3 clusters Score -9372570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -9372557.000000 Penalty: 5335.127441
	Iteration 147Q: 3 clusters Score -9372557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -9372575.000000 Penalty: 5335.127441
	Iteration 148Q: 3 clusters Score -9372575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -9372570.000000 Penalty: 5335.127441
	Iteration 149Q: 3 clusters Score -9372570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -9372568.000000 Penalty: 5335.127441
	Iteration 150Q: 3 clusters Score -9372568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -9372565.000000 Penalty: 5335.127441
	Iteration 151Q: 3 clusters Score -9372565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -9372566.000000 Penalty: 5335.127441
	Iteration 152Q: 3 clusters Score -9372566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -9372558.000000 Penalty: 5335.127441
	Iteration 153Q: 3 clusters Score -9372558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -9372556.000000 Penalty: 5335.127441
	Iteration 154Q: 3 clusters Score -9372556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -9372556.000000 Penalty: 5335.127441
	Iteration 155F: 3 clusters Score -9372556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Entering Unmasked Estep 
Score: -161084496.000000 Penalty: 155602.281250
Splitting cluster 17 changes total score from -161014224.000000 to -161084496.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 18 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -558724.687500 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -558724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -555531.875000 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -555531.9 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -556251.687500 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -556251.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -556416.625000 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -556416.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -556517.375000 Penalty: 3974.453857
	Iteration 3Q: 3 clusters Score -556517.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -556634.250000 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -556634.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -556861.187500 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -556861.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -557288.500000 Penalty: 3974.453857
	Iteration 6F: 3 clusters Score -557288.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -557964.625000 Penalty: 3974.453857
	Iteration 7F: 3 clusters Score -557964.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -558667.500000 Penalty: 3974.453857
	Iteration 8F: 3 clusters Score -558667.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -558988.687500 Penalty: 3974.453857
	Iteration 9F: 3 clusters Score -558988.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -559098.875000 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -559098.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -559139.437500 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -559139.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -559157.687500 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -559157.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -559166.875000 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -559166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -559177.812500 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -559177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -559181.437500 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -559181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -559183.250000 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -559183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -559185.500000 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -559185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -559187.937500 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -559187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -559188.875000 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -559188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -559190.250000 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -559190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 53221 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Entering Unmasked Estep 
Score: -161083536.000000 Penalty: 158984.937500
Splitting cluster 18 changes total score from -161014224.000000 to -161083536.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 19 (53221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Entering Unmasked Estep 
Score: -10444339.000000 Penalty: 2698.787598
	Iteration 0F: 2 clusters Score -1.044434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -10415403.000000 Penalty: 5397.575195
	Iteration 0F: 3 clusters Score -1.04154e+07 nChanged 24565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -10429076.000000 Penalty: 5397.575195
	Iteration 1F: 3 clusters Score -1.042908e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -10430128.000000 Penalty: 5397.575195
	Iteration 2Q: 3 clusters Score -1.043013e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -10431529.000000 Penalty: 5397.575195
	Iteration 3F: 3 clusters Score -1.043153e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -10433283.000000 Penalty: 5397.575195
	Iteration 4F: 3 clusters Score -1.043328e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -10435041.000000 Penalty: 5397.575195
	Iteration 5F: 3 clusters Score -1.043504e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -10436706.000000 Penalty: 5397.575195
	Iteration 6F: 3 clusters Score -1.043671e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -10438158.000000 Penalty: 5397.575195
	Iteration 7F: 3 clusters Score -1.043816e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -10439302.000000 Penalty: 5397.575195
	Iteration 8Q: 3 clusters Score -1.04393e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -10440048.000000 Penalty: 5397.575195
	Iteration 9Q: 3 clusters Score -1.044005e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -10440601.000000 Penalty: 5397.575195
	Iteration 10Q: 3 clusters Score -1.04406e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -10441059.000000 Penalty: 5397.575195
	Iteration 11Q: 3 clusters Score -1.044106e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -10441363.000000 Penalty: 5397.575195
	Iteration 12Q: 3 clusters Score -1.044136e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -10441698.000000 Penalty: 5397.575195
	Iteration 13Q: 3 clusters Score -1.04417e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -10441991.000000 Penalty: 5397.575195
	Iteration 14Q: 3 clusters Score -1.044199e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -10442273.000000 Penalty: 5397.575195
	Iteration 15Q: 3 clusters Score -1.044227e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -10442607.000000 Penalty: 5397.575195
	Iteration 16Q: 3 clusters Score -1.044261e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -10442921.000000 Penalty: 5397.575195
	Iteration 17Q: 3 clusters Score -1.044292e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -10443397.000000 Penalty: 5397.575195
	Iteration 18Q: 3 clusters Score -1.04434e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -10443859.000000 Penalty: 5397.575195
	Iteration 19Q: 3 clusters Score -1.044386e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -10444363.000000 Penalty: 5397.575195
	Iteration 20F: 3 clusters Score -1.044436e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -10444807.000000 Penalty: 5397.575195
	Iteration 21Q: 3 clusters Score -1.044481e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -10445195.000000 Penalty: 5397.575195
	Iteration 22Q: 3 clusters Score -1.04452e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -10445406.000000 Penalty: 5397.575195
	Iteration 23Q: 3 clusters Score -1.044541e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -10445417.000000 Penalty: 5397.575195
	Iteration 24Q: 3 clusters Score -1.044542e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -10445376.000000 Penalty: 5397.575195
	Iteration 25Q: 3 clusters Score -1.044538e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -10445330.000000 Penalty: 5397.575195
	Iteration 26Q: 3 clusters Score -1.044533e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -10445346.000000 Penalty: 5397.575195
	Iteration 27Q: 3 clusters Score -1.044535e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -10445312.000000 Penalty: 5397.575195
	Iteration 28Q: 3 clusters Score -1.044531e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -10445216.000000 Penalty: 5397.575195
	Iteration 29Q: 3 clusters Score -1.044522e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -10445103.000000 Penalty: 5397.575195
	Iteration 30Q: 3 clusters Score -1.04451e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -10445052.000000 Penalty: 5397.575195
	Iteration 31Q: 3 clusters Score -1.044505e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -10445025.000000 Penalty: 5397.575195
	Iteration 32Q: 3 clusters Score -1.044502e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -10445054.000000 Penalty: 5397.575195
	Iteration 33Q: 3 clusters Score -1.044505e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -10445064.000000 Penalty: 5397.575195
	Iteration 34Q: 3 clusters Score -1.044506e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -10445043.000000 Penalty: 5397.575195
	Iteration 35Q: 3 clusters Score -1.044504e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -10445036.000000 Penalty: 5397.575195
	Iteration 36Q: 3 clusters Score -1.044504e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -10445043.000000 Penalty: 5397.575195
	Iteration 37Q: 3 clusters Score -1.044504e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -10445063.000000 Penalty: 5397.575195
	Iteration 38Q: 3 clusters Score -1.044506e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -10445044.000000 Penalty: 5397.575195
	Iteration 39Q: 3 clusters Score -1.044504e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -10445034.000000 Penalty: 5397.575195
	Iteration 40F: 3 clusters Score -1.044503e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -10445049.000000 Penalty: 5397.575195
	Iteration 41Q: 3 clusters Score -1.044505e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -10445060.000000 Penalty: 5397.575195
	Iteration 42Q: 3 clusters Score -1.044506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -10445067.000000 Penalty: 5397.575195
	Iteration 43Q: 3 clusters Score -1.044507e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -10445077.000000 Penalty: 5397.575195
	Iteration 44Q: 3 clusters Score -1.044508e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -10445106.000000 Penalty: 5397.575195
	Iteration 45Q: 3 clusters Score -1.044511e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -10445130.000000 Penalty: 5397.575195
	Iteration 46Q: 3 clusters Score -1.044513e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -10445152.000000 Penalty: 5397.575195
	Iteration 47Q: 3 clusters Score -1.044515e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -10445167.000000 Penalty: 5397.575195
	Iteration 48Q: 3 clusters Score -1.044517e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -10445203.000000 Penalty: 5397.575195
	Iteration 49Q: 3 clusters Score -1.04452e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -10445199.000000 Penalty: 5397.575195
	Iteration 50Q: 3 clusters Score -1.04452e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -10445269.000000 Penalty: 5397.575195
	Iteration 51Q: 3 clusters Score -1.044527e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -10445309.000000 Penalty: 5397.575195
	Iteration 52Q: 3 clusters Score -1.044531e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -10445327.000000 Penalty: 5397.575195
	Iteration 53Q: 3 clusters Score -1.044533e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -10445325.000000 Penalty: 5397.575195
	Iteration 54Q: 3 clusters Score -1.044532e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -10445334.000000 Penalty: 5397.575195
	Iteration 55Q: 3 clusters Score -1.044533e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -10445349.000000 Penalty: 5397.575195
	Iteration 56Q: 3 clusters Score -1.044535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -10445377.000000 Penalty: 5397.575195
	Iteration 57Q: 3 clusters Score -1.044538e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -10445374.000000 Penalty: 5397.575195
	Iteration 58Q: 3 clusters Score -1.044537e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -10445362.000000 Penalty: 5397.575195
	Iteration 59Q: 3 clusters Score -1.044536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -10445381.000000 Penalty: 5397.575195
	Iteration 60F: 3 clusters Score -1.044538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -10445385.000000 Penalty: 5397.575195
	Iteration 61Q: 3 clusters Score -1.044538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -10445390.000000 Penalty: 5397.575195
	Iteration 62Q: 3 clusters Score -1.044539e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -10445394.000000 Penalty: 5397.575195
	Iteration 63Q: 3 clusters Score -1.044539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -10445420.000000 Penalty: 5397.575195
	Iteration 64Q: 3 clusters Score -1.044542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -10445431.000000 Penalty: 5397.575195
	Iteration 65Q: 3 clusters Score -1.044543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -10445430.000000 Penalty: 5397.575195
	Iteration 66Q: 3 clusters Score -1.044543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -10445423.000000 Penalty: 5397.575195
	Iteration 67Q: 3 clusters Score -1.044542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -10445442.000000 Penalty: 5397.575195
	Iteration 68Q: 3 clusters Score -1.044544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -10445442.000000 Penalty: 5397.575195
	Iteration 69Q: 3 clusters Score -1.044544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -10445430.000000 Penalty: 5397.575195
	Iteration 70Q: 3 clusters Score -1.044543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -10445447.000000 Penalty: 5397.575195
	Iteration 71Q: 3 clusters Score -1.044545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -10445442.000000 Penalty: 5397.575195
	Iteration 72Q: 3 clusters Score -1.044544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -10445454.000000 Penalty: 5397.575195
	Iteration 73Q: 3 clusters Score -1.044545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -10445455.000000 Penalty: 5397.575195
	Iteration 74Q: 3 clusters Score -1.044546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -10445452.000000 Penalty: 5397.575195
	Iteration 75Q: 3 clusters Score -1.044545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -10445456.000000 Penalty: 5397.575195
	Iteration 76Q: 3 clusters Score -1.044546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -10445451.000000 Penalty: 5397.575195
	Iteration 77Q: 3 clusters Score -1.044545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -10445454.000000 Penalty: 5397.575195
	Iteration 78Q: 3 clusters Score -1.044545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -10445452.000000 Penalty: 5397.575195
	Iteration 79Q: 3 clusters Score -1.044545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -10445447.000000 Penalty: 5397.575195
	Iteration 80F: 3 clusters Score -1.044545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -10445446.000000 Penalty: 5397.575195
	Iteration 81Q: 3 clusters Score -1.044545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -10445444.000000 Penalty: 5397.575195
	Iteration 82Q: 3 clusters Score -1.044544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -10445444.000000 Penalty: 5397.575195
	Iteration 83F: 3 clusters Score -1.044544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Entering Unmasked Estep 
Score: -161084864.000000 Penalty: 162367.593750
Splitting cluster 19 changes total score from -161014224.000000 to -161084864.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -162800.625000 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -162800.6 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 489 members 
Entering Unmasked Estep 
Score: -160937.515625 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -160937.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -161421.421875 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -161421.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -161728.171875 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -161728.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161991.484375 Penalty: 3403.408936
	Iteration 3F: 3 clusters Score -161991.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -162301.578125 Penalty: 3403.408936
	Iteration 4F: 3 clusters Score -162301.6 nChanged 64
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: -162573.250000 Penalty: 3403.408936
	Iteration 5F: 3 clusters Score -162573.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -162771.000000 Penalty: 3403.408936
	Iteration 6F: 3 clusters Score -162771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162949.453125 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -162949.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -163191.281250 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -163191.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -163329.937500 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -163329.9 nChanged 9
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: -163363.984375 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -163364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -163375.828125 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -163375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163393.546875 Penalty: 3403.408936
	Iteration 12Q: 3 clusters Score -163393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163394.328125 Penalty: 3403.408936
	Iteration 13F: 3 clusters Score -163394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163397.390625 Penalty: 3403.408936
	Iteration 14Q: 3 clusters Score -163397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163397.390625 Penalty: 3403.408936
	Iteration 15F: 3 clusters Score -163397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 4123 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Entering Unmasked Estep 
Score: -161084832.000000 Penalty: 165750.265625
Splitting cluster 20 changes total score from -161014224.000000 to -161084832.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 21 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -710771.312500 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -710771.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -706918.625000 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -706918.6 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -708626.437500 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -708626.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -709426.187500 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -709426.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -709838.250000 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -709838.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -710072.687500 Penalty: 4128.870605
	Iteration 4F: 3 clusters Score -710072.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -710331.625000 Penalty: 4128.870605
	Iteration 5Q: 3 clusters Score -710331.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -710660.437500 Penalty: 4128.870605
	Iteration 6Q: 3 clusters Score -710660.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -711021.437500 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -711021.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -711543.125000 Penalty: 4128.870605
	Iteration 8F: 3 clusters Score -711543.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -712178.750000 Penalty: 4128.870605
	Iteration 9F: 3 clusters Score -712178.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -712747.000000 Penalty: 4128.870605
	Iteration 10F: 3 clusters Score -712747 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -713171.437500 Penalty: 4128.870605
	Iteration 11F: 3 clusters Score -713171.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -713380.875000 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -713380.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -713487.312500 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -713487.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -713542.187500 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -713542.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -713578.625000 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -713578.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -713601.312500 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -713601.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -713621.062500 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -713621.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -713638.750000 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -713638.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -713645.062500 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -713645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -713656.625000 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -713656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -713664.750000 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -713664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -713667.437500 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -713667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -713668.812500 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -713668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -713668.812500 Penalty: 4128.870605
	Iteration 24F: 3 clusters Score -713668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Entering Unmasked Estep 
Score: -161086368.000000 Penalty: 169132.921875
Splitting cluster 21 changes total score from -161014224.000000 to -161086368.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 22 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -106151.687500 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -106151.7 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 350 members 
Entering Unmasked Estep 
Score: -104875.546875 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -104875.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -106121.468750 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -106121.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -106588.085938 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -106588.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -106770.078125 Penalty: 3263.996826
	Iteration 3Q: 3 clusters Score -106770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -106839.039062 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -106839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -106852.593750 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -106852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -106855.007812 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -106855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -106857.734375 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -106857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -106857.734375 Penalty: 3263.996826
	Iteration 8F: 3 clusters Score -106857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 39352 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Entering Unmasked Estep 
Score: -161085552.000000 Penalty: 172515.578125
Splitting cluster 22 changes total score from -161014224.000000 to -161085552.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 23 (39352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Entering Unmasked Estep 
Score: -7516005.000000 Penalty: 2623.915039
	Iteration 0F: 2 clusters Score -7516005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -7492561.500000 Penalty: 5247.830078
	Iteration 0F: 3 clusters Score -7492562 nChanged 18056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -7502625.000000 Penalty: 5247.830078
	Iteration 1F: 3 clusters Score -7502625 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -7503436.500000 Penalty: 5247.830078
	Iteration 2Q: 3 clusters Score -7503436 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -7504653.000000 Penalty: 5247.830078
	Iteration 3F: 3 clusters Score -7504653 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -7506494.500000 Penalty: 5247.830078
	Iteration 4F: 3 clusters Score -7506494 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -7509274.500000 Penalty: 5247.830078
	Iteration 5F: 3 clusters Score -7509274 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -7512561.500000 Penalty: 5247.830078
	Iteration 6F: 3 clusters Score -7512562 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -7515241.500000 Penalty: 5247.830078
	Iteration 7F: 3 clusters Score -7515242 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -7516798.500000 Penalty: 5247.830078
	Iteration 8Q: 3 clusters Score -7516798 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -7517554.500000 Penalty: 5247.830078
	Iteration 9Q: 3 clusters Score -7517554 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -7517914.000000 Penalty: 5247.830078
	Iteration 10Q: 3 clusters Score -7517914 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -7518028.000000 Penalty: 5247.830078
	Iteration 11Q: 3 clusters Score -7518028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7518094.500000 Penalty: 5247.830078
	Iteration 12Q: 3 clusters Score -7518094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -7518109.500000 Penalty: 5247.830078
	Iteration 13Q: 3 clusters Score -7518110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -7518112.500000 Penalty: 5247.830078
	Iteration 14Q: 3 clusters Score -7518112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -7518122.000000 Penalty: 5247.830078
	Iteration 15Q: 3 clusters Score -7518122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -7518123.500000 Penalty: 5247.830078
	Iteration 16Q: 3 clusters Score -7518124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -7518140.500000 Penalty: 5247.830078
	Iteration 17Q: 3 clusters Score -7518140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -7518137.000000 Penalty: 5247.830078
	Iteration 18Q: 3 clusters Score -7518137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7518144.000000 Penalty: 5247.830078
	Iteration 19Q: 3 clusters Score -7518144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -7518155.000000 Penalty: 5247.830078
	Iteration 20F: 3 clusters Score -7518155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -7518157.000000 Penalty: 5247.830078
	Iteration 21Q: 3 clusters Score -7518157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -7518157.000000 Penalty: 5247.830078
	Iteration 22Q: 3 clusters Score -7518157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -7518152.500000 Penalty: 5247.830078
	Iteration 23Q: 3 clusters Score -7518152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -7518153.000000 Penalty: 5247.830078
	Iteration 24Q: 3 clusters Score -7518153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7518144.000000 Penalty: 5247.830078
	Iteration 25Q: 3 clusters Score -7518144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -7518150.500000 Penalty: 5247.830078
	Iteration 26Q: 3 clusters Score -7518150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -7518153.000000 Penalty: 5247.830078
	Iteration 27Q: 3 clusters Score -7518153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7518146.000000 Penalty: 5247.830078
	Iteration 28Q: 3 clusters Score -7518146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7518146.000000 Penalty: 5247.830078
	Iteration 29F: 3 clusters Score -7518146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 36972 members 
Entering Unmasked Estep 
Score: -161086208.000000 Penalty: 175898.234375
Splitting cluster 23 changes total score from -161014224.000000 to -161086208.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 24 (46591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Entering Unmasked Estep 
Score: -8887998.000000 Penalty: 2665.792236
	Iteration 0F: 2 clusters Score -8887998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -8861259.000000 Penalty: 5331.584473
	Iteration 0F: 3 clusters Score -8861259 nChanged 21475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8873189.000000 Penalty: 5331.584473
	Iteration 1F: 3 clusters Score -8873189 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -8873717.000000 Penalty: 5331.584473
	Iteration 2Q: 3 clusters Score -8873717 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -8874164.000000 Penalty: 5331.584473
	Iteration 3Q: 3 clusters Score -8874164 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -8874720.000000 Penalty: 5331.584473
	Iteration 4Q: 3 clusters Score -8874720 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -8875385.000000 Penalty: 5331.584473
	Iteration 5Q: 3 clusters Score -8875385 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -8876180.000000 Penalty: 5331.584473
	Iteration 6Q: 3 clusters Score -8876180 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -8877148.000000 Penalty: 5331.584473
	Iteration 7Q: 3 clusters Score -8877148 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -8878353.000000 Penalty: 5331.584473
	Iteration 8Q: 3 clusters Score -8878353 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -8879524.000000 Penalty: 5331.584473
	Iteration 9Q: 3 clusters Score -8879524 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -8880813.000000 Penalty: 5331.584473
	Iteration 10Q: 3 clusters Score -8880813 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8882290.000000 Penalty: 5331.584473
	Iteration 11F: 3 clusters Score -8882290 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -8883797.000000 Penalty: 5331.584473
	Iteration 12F: 3 clusters Score -8883797 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -8884878.000000 Penalty: 5331.584473
	Iteration 13Q: 3 clusters Score -8884878 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -8885505.000000 Penalty: 5331.584473
	Iteration 14Q: 3 clusters Score -8885505 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -8885885.000000 Penalty: 5331.584473
	Iteration 15Q: 3 clusters Score -8885885 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -8886085.000000 Penalty: 5331.584473
	Iteration 16Q: 3 clusters Score -8886085 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -8886279.000000 Penalty: 5331.584473
	Iteration 17Q: 3 clusters Score -8886279 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -8886512.000000 Penalty: 5331.584473
	Iteration 18Q: 3 clusters Score -8886512 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -8886689.000000 Penalty: 5331.584473
	Iteration 19Q: 3 clusters Score -8886689 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -8886835.000000 Penalty: 5331.584473
	Iteration 20F: 3 clusters Score -8886835 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -8886936.000000 Penalty: 5331.584473
	Iteration 21Q: 3 clusters Score -8886936 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -8886953.000000 Penalty: 5331.584473
	Iteration 22Q: 3 clusters Score -8886953 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -8887001.000000 Penalty: 5331.584473
	Iteration 23Q: 3 clusters Score -8887001 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -8887050.000000 Penalty: 5331.584473
	Iteration 24Q: 3 clusters Score -8887050 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -8887082.000000 Penalty: 5331.584473
	Iteration 25Q: 3 clusters Score -8887082 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -8887107.000000 Penalty: 5331.584473
	Iteration 26Q: 3 clusters Score -8887107 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -8887152.000000 Penalty: 5331.584473
	Iteration 27Q: 3 clusters Score -8887152 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -8887118.000000 Penalty: 5331.584473
	Iteration 28Q: 3 clusters Score -8887118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -8887157.000000 Penalty: 5331.584473
	Iteration 29Q: 3 clusters Score -8887157 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -8887152.000000 Penalty: 5331.584473
	Iteration 30Q: 3 clusters Score -8887152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -8887152.000000 Penalty: 5331.584473
	Iteration 31Q: 3 clusters Score -8887152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -8887157.000000 Penalty: 5331.584473
	Iteration 32Q: 3 clusters Score -8887157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8887144.000000 Penalty: 5331.584473
	Iteration 33Q: 3 clusters Score -8887144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -8887122.000000 Penalty: 5331.584473
	Iteration 34Q: 3 clusters Score -8887122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -8887117.000000 Penalty: 5331.584473
	Iteration 35Q: 3 clusters Score -8887117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -8887125.000000 Penalty: 5331.584473
	Iteration 36Q: 3 clusters Score -8887125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -8887127.000000 Penalty: 5331.584473
	Iteration 37Q: 3 clusters Score -8887127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -8887128.000000 Penalty: 5331.584473
	Iteration 38Q: 3 clusters Score -8887128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -8887136.000000 Penalty: 5331.584473
	Iteration 39Q: 3 clusters Score -8887136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -8887141.000000 Penalty: 5331.584473
	Iteration 40F: 3 clusters Score -8887141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -8887148.000000 Penalty: 5331.584473
	Iteration 41Q: 3 clusters Score -8887148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -8887144.000000 Penalty: 5331.584473
	Iteration 42Q: 3 clusters Score -8887144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -8887141.000000 Penalty: 5331.584473
	Iteration 43Q: 3 clusters Score -8887141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -8887147.000000 Penalty: 5331.584473
	Iteration 44Q: 3 clusters Score -8887147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -8887163.000000 Penalty: 5331.584473
	Iteration 45Q: 3 clusters Score -8887163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -8887165.000000 Penalty: 5331.584473
	Iteration 46Q: 3 clusters Score -8887165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -8887167.000000 Penalty: 5331.584473
	Iteration 47Q: 3 clusters Score -8887167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -8887161.000000 Penalty: 5331.584473
	Iteration 48Q: 3 clusters Score -8887161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -8887162.000000 Penalty: 5331.584473
	Iteration 49Q: 3 clusters Score -8887162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -8887168.000000 Penalty: 5331.584473
	Iteration 50Q: 3 clusters Score -8887168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -8887167.000000 Penalty: 5331.584473
	Iteration 51Q: 3 clusters Score -8887167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8887166.000000 Penalty: 5331.584473
	Iteration 52Q: 3 clusters Score -8887166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -8887168.000000 Penalty: 5331.584473
	Iteration 53Q: 3 clusters Score -8887168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -8887162.000000 Penalty: 5331.584473
	Iteration 54Q: 3 clusters Score -8887162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8887165.000000 Penalty: 5331.584473
	Iteration 55Q: 3 clusters Score -8887165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8887165.000000 Penalty: 5331.584473
	Iteration 56F: 3 clusters Score -8887165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -278488.281250 Penalty: 1798.685059
	Iteration 0F: 2 clusters Score -278488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -276311.375000 Penalty: 3597.370117
	Iteration 0F: 3 clusters Score -276311.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -276715.062500 Penalty: 3597.370117
	Iteration 1F: 3 clusters Score -276715.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -276885.125000 Penalty: 3597.370117
	Iteration 2F: 3 clusters Score -276885.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -277030.156250 Penalty: 3597.370117
	Iteration 3F: 3 clusters Score -277030.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -277184.406250 Penalty: 3597.370117
	Iteration 4F: 3 clusters Score -277184.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -277341.281250 Penalty: 3597.370117
	Iteration 5F: 3 clusters Score -277341.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -277478.593750 Penalty: 3597.370117
	Iteration 6F: 3 clusters Score -277478.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -277575.125000 Penalty: 3597.370117
	Iteration 7Q: 3 clusters Score -277575.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -277671.500000 Penalty: 3597.370117
	Iteration 8Q: 3 clusters Score -277671.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -277789.750000 Penalty: 3597.370117
	Iteration 9Q: 3 clusters Score -277789.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -277844.687500 Penalty: 3597.370117
	Iteration 10Q: 3 clusters Score -277844.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -277876.312500 Penalty: 3597.370117
	Iteration 11Q: 3 clusters Score -277876.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277908.343750 Penalty: 3597.370117
	Iteration 12Q: 3 clusters Score -277908.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277926.281250 Penalty: 3597.370117
	Iteration 13Q: 3 clusters Score -277926.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -277946.437500 Penalty: 3597.370117
	Iteration 14Q: 3 clusters Score -277946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -277967.437500 Penalty: 3597.370117
	Iteration 15Q: 3 clusters Score -277967.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -277987.281250 Penalty: 3597.370117
	Iteration 16Q: 3 clusters Score -277987.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -277998.531250 Penalty: 3597.370117
	Iteration 17Q: 3 clusters Score -277998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -278004.875000 Penalty: 3597.370117
	Iteration 18Q: 3 clusters Score -278004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -278006.031250 Penalty: 3597.370117
	Iteration 19Q: 3 clusters Score -278006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -278006.031250 Penalty: 3597.370117
	Iteration 20F: 3 clusters Score -278006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -1121260.250000 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -1121260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1116242.625000 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -1116243 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1118213.625000 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -1118214 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1119903.750000 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -1119904 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1121572.000000 Penalty: 4316.774414
	Iteration 3F: 3 clusters Score -1121572 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1122424.000000 Penalty: 4316.774414
	Iteration 4F: 3 clusters Score -1122424 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1122781.250000 Penalty: 4316.774414
	Iteration 5F: 3 clusters Score -1122781 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1122922.500000 Penalty: 4316.774414
	Iteration 6Q: 3 clusters Score -1122922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1122995.000000 Penalty: 4316.774414
	Iteration 7Q: 3 clusters Score -1122995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1123056.000000 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -1123056 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1123114.500000 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -1123114 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1123165.875000 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -1123166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1123202.000000 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -1123202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1123236.250000 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -1123236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1123253.875000 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -1123254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1123266.500000 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -1123266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1123275.250000 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -1123275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1123279.875000 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -1123280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1123285.250000 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -1123285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1123287.250000 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -1123287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1123289.375000 Penalty: 4316.774414
	Iteration 19Q: 3 clusters Score -1123289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1123292.750000 Penalty: 4316.774414
	Iteration 20F: 3 clusters Score -1123293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1123292.625000 Penalty: 4316.774414
	Iteration 21Q: 3 clusters Score -1123293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1123295.125000 Penalty: 4316.774414
	Iteration 22Q: 3 clusters Score -1123295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1123294.375000 Penalty: 4316.774414
	Iteration 23Q: 3 clusters Score -1123294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1123295.500000 Penalty: 4316.774414
	Iteration 24Q: 3 clusters Score -1123296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1123295.250000 Penalty: 4316.774414
	Iteration 25Q: 3 clusters Score -1123295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1123296.125000 Penalty: 4316.774414
	Iteration 26Q: 3 clusters Score -1123296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1123296.125000 Penalty: 4316.774414
	Iteration 27F: 3 clusters Score -1123296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 51617 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 36972 members 
Mstep: Class 53 contains 2791 members 
Entering Unmasked Estep 
Score: -161087136.000000 Penalty: 179280.890625
Splitting cluster 26 changes total score from -161014224.000000 to -161087136.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 27 (51617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Entering Unmasked Estep 
Score: -10795318.000000 Penalty: 2691.198486
	Iteration 0F: 2 clusters Score -1.079532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -10799497.000000 Penalty: 5382.396973
	Iteration 0F: 3 clusters Score -1.07995e+07 nChanged 23937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -10812383.000000 Penalty: 5382.396973
	Iteration 1F: 3 clusters Score -1.081238e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -10812849.000000 Penalty: 5382.396973
	Iteration 2F: 3 clusters Score -1.081285e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -10813330.000000 Penalty: 5382.396973
	Iteration 3Q: 3 clusters Score -1.081333e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -10813663.000000 Penalty: 5382.396973
	Iteration 4Q: 3 clusters Score -1.081366e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -10814035.000000 Penalty: 5382.396973
	Iteration 5Q: 3 clusters Score -1.081404e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -10814463.000000 Penalty: 5382.396973
	Iteration 6Q: 3 clusters Score -1.081446e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -10814929.000000 Penalty: 5382.396973
	Iteration 7Q: 3 clusters Score -1.081493e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -10815482.000000 Penalty: 5382.396973
	Iteration 8Q: 3 clusters Score -1.081548e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -10816234.000000 Penalty: 5382.396973
	Iteration 9Q: 3 clusters Score -1.081623e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -10817238.000000 Penalty: 5382.396973
	Iteration 10Q: 3 clusters Score -1.081724e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -10818710.000000 Penalty: 5382.396973
	Iteration 11Q: 3 clusters Score -1.081871e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -10820441.000000 Penalty: 5382.396973
	Iteration 12F: 3 clusters Score -1.082044e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -10822010.000000 Penalty: 5382.396973
	Iteration 13F: 3 clusters Score -1.082201e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -10822815.000000 Penalty: 5382.396973
	Iteration 14Q: 3 clusters Score -1.082282e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -10823135.000000 Penalty: 5382.396973
	Iteration 15Q: 3 clusters Score -1.082314e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -10823217.000000 Penalty: 5382.396973
	Iteration 16Q: 3 clusters Score -1.082322e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -10823282.000000 Penalty: 5382.396973
	Iteration 17Q: 3 clusters Score -1.082328e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -10823297.000000 Penalty: 5382.396973
	Iteration 18Q: 3 clusters Score -1.08233e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -10823343.000000 Penalty: 5382.396973
	Iteration 19Q: 3 clusters Score -1.082334e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -10823370.000000 Penalty: 5382.396973
	Iteration 20F: 3 clusters Score -1.082337e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -10823430.000000 Penalty: 5382.396973
	Iteration 21Q: 3 clusters Score -1.082343e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -10823473.000000 Penalty: 5382.396973
	Iteration 22Q: 3 clusters Score -1.082347e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -10823501.000000 Penalty: 5382.396973
	Iteration 23Q: 3 clusters Score -1.08235e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -10823592.000000 Penalty: 5382.396973
	Iteration 24Q: 3 clusters Score -1.082359e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -10823640.000000 Penalty: 5382.396973
	Iteration 25Q: 3 clusters Score -1.082364e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -10823697.000000 Penalty: 5382.396973
	Iteration 26Q: 3 clusters Score -1.08237e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -10823801.000000 Penalty: 5382.396973
	Iteration 27Q: 3 clusters Score -1.08238e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -10823867.000000 Penalty: 5382.396973
	Iteration 28Q: 3 clusters Score -1.082387e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -10823906.000000 Penalty: 5382.396973
	Iteration 29Q: 3 clusters Score -1.082391e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -10823937.000000 Penalty: 5382.396973
	Iteration 30Q: 3 clusters Score -1.082394e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -10823964.000000 Penalty: 5382.396973
	Iteration 31Q: 3 clusters Score -1.082396e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -10824044.000000 Penalty: 5382.396973
	Iteration 32Q: 3 clusters Score -1.082404e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -10824091.000000 Penalty: 5382.396973
	Iteration 33Q: 3 clusters Score -1.082409e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -10824163.000000 Penalty: 5382.396973
	Iteration 34Q: 3 clusters Score -1.082416e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -10824252.000000 Penalty: 5382.396973
	Iteration 35Q: 3 clusters Score -1.082425e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -10824336.000000 Penalty: 5382.396973
	Iteration 36Q: 3 clusters Score -1.082434e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -10824400.000000 Penalty: 5382.396973
	Iteration 37Q: 3 clusters Score -1.08244e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -10824443.000000 Penalty: 5382.396973
	Iteration 38Q: 3 clusters Score -1.082444e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -10824521.000000 Penalty: 5382.396973
	Iteration 39Q: 3 clusters Score -1.082452e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -10824596.000000 Penalty: 5382.396973
	Iteration 40F: 3 clusters Score -1.08246e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -10824621.000000 Penalty: 5382.396973
	Iteration 41Q: 3 clusters Score -1.082462e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -10824676.000000 Penalty: 5382.396973
	Iteration 42Q: 3 clusters Score -1.082468e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -10824677.000000 Penalty: 5382.396973
	Iteration 43Q: 3 clusters Score -1.082468e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -10824734.000000 Penalty: 5382.396973
	Iteration 44Q: 3 clusters Score -1.082473e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -10824737.000000 Penalty: 5382.396973
	Iteration 45Q: 3 clusters Score -1.082474e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -10824710.000000 Penalty: 5382.396973
	Iteration 46Q: 3 clusters Score -1.082471e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -10824713.000000 Penalty: 5382.396973
	Iteration 47Q: 3 clusters Score -1.082471e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -10824732.000000 Penalty: 5382.396973
	Iteration 48Q: 3 clusters Score -1.082473e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -10824729.000000 Penalty: 5382.396973
	Iteration 49Q: 3 clusters Score -1.082473e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -10824742.000000 Penalty: 5382.396973
	Iteration 50Q: 3 clusters Score -1.082474e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -10824764.000000 Penalty: 5382.396973
	Iteration 51Q: 3 clusters Score -1.082476e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -10824779.000000 Penalty: 5382.396973
	Iteration 52Q: 3 clusters Score -1.082478e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -10824770.000000 Penalty: 5382.396973
	Iteration 53Q: 3 clusters Score -1.082477e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -10824801.000000 Penalty: 5382.396973
	Iteration 54Q: 3 clusters Score -1.08248e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -10824826.000000 Penalty: 5382.396973
	Iteration 55Q: 3 clusters Score -1.082483e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -10824838.000000 Penalty: 5382.396973
	Iteration 56Q: 3 clusters Score -1.082484e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -10824819.000000 Penalty: 5382.396973
	Iteration 57Q: 3 clusters Score -1.082482e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -10824791.000000 Penalty: 5382.396973
	Iteration 58Q: 3 clusters Score -1.082479e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -10824823.000000 Penalty: 5382.396973
	Iteration 59Q: 3 clusters Score -1.082482e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -10824834.000000 Penalty: 5382.396973
	Iteration 60F: 3 clusters Score -1.082483e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -10824851.000000 Penalty: 5382.396973
	Iteration 61Q: 3 clusters Score -1.082485e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -10824863.000000 Penalty: 5382.396973
	Iteration 62Q: 3 clusters Score -1.082486e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -10824902.000000 Penalty: 5382.396973
	Iteration 63Q: 3 clusters Score -1.08249e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -10824919.000000 Penalty: 5382.396973
	Iteration 64Q: 3 clusters Score -1.082492e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -10824905.000000 Penalty: 5382.396973
	Iteration 65Q: 3 clusters Score -1.08249e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -10824914.000000 Penalty: 5382.396973
	Iteration 66Q: 3 clusters Score -1.082491e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -10824931.000000 Penalty: 5382.396973
	Iteration 67Q: 3 clusters Score -1.082493e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -10824940.000000 Penalty: 5382.396973
	Iteration 68Q: 3 clusters Score -1.082494e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -10824972.000000 Penalty: 5382.396973
	Iteration 69Q: 3 clusters Score -1.082497e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -10824966.000000 Penalty: 5382.396973
	Iteration 70Q: 3 clusters Score -1.082497e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -10824997.000000 Penalty: 5382.396973
	Iteration 71Q: 3 clusters Score -1.0825e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -10825000.000000 Penalty: 5382.396973
	Iteration 72Q: 3 clusters Score -1.0825e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -10825018.000000 Penalty: 5382.396973
	Iteration 73Q: 3 clusters Score -1.082502e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -10824993.000000 Penalty: 5382.396973
	Iteration 74Q: 3 clusters Score -1.082499e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -10825002.000000 Penalty: 5382.396973
	Iteration 75Q: 3 clusters Score -1.0825e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -10824994.000000 Penalty: 5382.396973
	Iteration 76Q: 3 clusters Score -1.082499e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -10824996.000000 Penalty: 5382.396973
	Iteration 77Q: 3 clusters Score -1.0825e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -10824978.000000 Penalty: 5382.396973
	Iteration 78Q: 3 clusters Score -1.082498e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -10824993.000000 Penalty: 5382.396973
	Iteration 79Q: 3 clusters Score -1.082499e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -10824993.000000 Penalty: 5382.396973
	Iteration 80F: 3 clusters Score -1.082499e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -10824942.000000 Penalty: 5382.396973
	Iteration 81Q: 3 clusters Score -1.082494e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -10824931.000000 Penalty: 5382.396973
	Iteration 82Q: 3 clusters Score -1.082493e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -10824909.000000 Penalty: 5382.396973
	Iteration 83Q: 3 clusters Score -1.082491e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -10824914.000000 Penalty: 5382.396973
	Iteration 84Q: 3 clusters Score -1.082491e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -10824982.000000 Penalty: 5382.396973
	Iteration 85Q: 3 clusters Score -1.082498e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -10825023.000000 Penalty: 5382.396973
	Iteration 86Q: 3 clusters Score -1.082502e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -10825059.000000 Penalty: 5382.396973
	Iteration 87Q: 3 clusters Score -1.082506e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -10825119.000000 Penalty: 5382.396973
	Iteration 88Q: 3 clusters Score -1.082512e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -10825127.000000 Penalty: 5382.396973
	Iteration 89Q: 3 clusters Score -1.082513e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -10825131.000000 Penalty: 5382.396973
	Iteration 90Q: 3 clusters Score -1.082513e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -10825175.000000 Penalty: 5382.396973
	Iteration 91Q: 3 clusters Score -1.082518e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -10825218.000000 Penalty: 5382.396973
	Iteration 92Q: 3 clusters Score -1.082522e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -10825248.000000 Penalty: 5382.396973
	Iteration 93Q: 3 clusters Score -1.082525e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -10825297.000000 Penalty: 5382.396973
	Iteration 94Q: 3 clusters Score -1.08253e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -10825310.000000 Penalty: 5382.396973
	Iteration 95Q: 3 clusters Score -1.082531e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -10825365.000000 Penalty: 5382.396973
	Iteration 96Q: 3 clusters Score -1.082536e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -10825441.000000 Penalty: 5382.396973
	Iteration 97Q: 3 clusters Score -1.082544e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -10825537.000000 Penalty: 5382.396973
	Iteration 98Q: 3 clusters Score -1.082554e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -10825634.000000 Penalty: 5382.396973
	Iteration 99Q: 3 clusters Score -1.082563e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -10825657.000000 Penalty: 5382.396973
	Iteration 100F: 3 clusters Score -1.082566e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -10825697.000000 Penalty: 5382.396973
	Iteration 101Q: 3 clusters Score -1.08257e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -10825747.000000 Penalty: 5382.396973
	Iteration 102Q: 3 clusters Score -1.082575e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -10825842.000000 Penalty: 5382.396973
	Iteration 103Q: 3 clusters Score -1.082584e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -10825930.000000 Penalty: 5382.396973
	Iteration 104Q: 3 clusters Score -1.082593e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -10826003.000000 Penalty: 5382.396973
	Iteration 105Q: 3 clusters Score -1.0826e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -10826037.000000 Penalty: 5382.396973
	Iteration 106Q: 3 clusters Score -1.082604e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -10826105.000000 Penalty: 5382.396973
	Iteration 107Q: 3 clusters Score -1.08261e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -10826113.000000 Penalty: 5382.396973
	Iteration 108Q: 3 clusters Score -1.082611e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -10826100.000000 Penalty: 5382.396973
	Iteration 109Q: 3 clusters Score -1.08261e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -10826108.000000 Penalty: 5382.396973
	Iteration 110Q: 3 clusters Score -1.082611e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -10826119.000000 Penalty: 5382.396973
	Iteration 111Q: 3 clusters Score -1.082612e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -10826114.000000 Penalty: 5382.396973
	Iteration 112Q: 3 clusters Score -1.082611e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -10826099.000000 Penalty: 5382.396973
	Iteration 113Q: 3 clusters Score -1.08261e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -10826127.000000 Penalty: 5382.396973
	Iteration 114Q: 3 clusters Score -1.082613e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -10826133.000000 Penalty: 5382.396973
	Iteration 115Q: 3 clusters Score -1.082613e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -10826166.000000 Penalty: 5382.396973
	Iteration 116Q: 3 clusters Score -1.082617e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -10826151.000000 Penalty: 5382.396973
	Iteration 117Q: 3 clusters Score -1.082615e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -10826133.000000 Penalty: 5382.396973
	Iteration 118Q: 3 clusters Score -1.082613e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -10826136.000000 Penalty: 5382.396973
	Iteration 119Q: 3 clusters Score -1.082614e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -10826107.000000 Penalty: 5382.396973
	Iteration 120F: 3 clusters Score -1.082611e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -10826092.000000 Penalty: 5382.396973
	Iteration 121Q: 3 clusters Score -1.082609e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -10826097.000000 Penalty: 5382.396973
	Iteration 122Q: 3 clusters Score -1.08261e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -10826111.000000 Penalty: 5382.396973
	Iteration 123Q: 3 clusters Score -1.082611e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -10826109.000000 Penalty: 5382.396973
	Iteration 124Q: 3 clusters Score -1.082611e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -10826098.000000 Penalty: 5382.396973
	Iteration 125Q: 3 clusters Score -1.08261e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -10826069.000000 Penalty: 5382.396973
	Iteration 126Q: 3 clusters Score -1.082607e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -10826058.000000 Penalty: 5382.396973
	Iteration 127Q: 3 clusters Score -1.082606e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -10826061.000000 Penalty: 5382.396973
	Iteration 128Q: 3 clusters Score -1.082606e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -10826052.000000 Penalty: 5382.396973
	Iteration 129Q: 3 clusters Score -1.082605e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -10826084.000000 Penalty: 5382.396973
	Iteration 130Q: 3 clusters Score -1.082608e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -10826079.000000 Penalty: 5382.396973
	Iteration 131Q: 3 clusters Score -1.082608e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -10826083.000000 Penalty: 5382.396973
	Iteration 132Q: 3 clusters Score -1.082608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -10826051.000000 Penalty: 5382.396973
	Iteration 133Q: 3 clusters Score -1.082605e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -10826052.000000 Penalty: 5382.396973
	Iteration 134Q: 3 clusters Score -1.082605e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -10826072.000000 Penalty: 5382.396973
	Iteration 135Q: 3 clusters Score -1.082607e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -10826056.000000 Penalty: 5382.396973
	Iteration 136Q: 3 clusters Score -1.082606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -10826047.000000 Penalty: 5382.396973
	Iteration 137Q: 3 clusters Score -1.082605e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -10826028.000000 Penalty: 5382.396973
	Iteration 138Q: 3 clusters Score -1.082603e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -10826033.000000 Penalty: 5382.396973
	Iteration 139Q: 3 clusters Score -1.082603e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -10826052.000000 Penalty: 5382.396973
	Iteration 140F: 3 clusters Score -1.082605e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -10826037.000000 Penalty: 5382.396973
	Iteration 141Q: 3 clusters Score -1.082604e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -10826020.000000 Penalty: 5382.396973
	Iteration 142Q: 3 clusters Score -1.082602e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -10826015.000000 Penalty: 5382.396973
	Iteration 143Q: 3 clusters Score -1.082602e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -10825983.000000 Penalty: 5382.396973
	Iteration 144Q: 3 clusters Score -1.082598e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -10825937.000000 Penalty: 5382.396973
	Iteration 145Q: 3 clusters Score -1.082594e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -10825953.000000 Penalty: 5382.396973
	Iteration 146Q: 3 clusters Score -1.082595e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -10825912.000000 Penalty: 5382.396973
	Iteration 147Q: 3 clusters Score -1.082591e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -10825900.000000 Penalty: 5382.396973
	Iteration 148Q: 3 clusters Score -1.08259e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -10825854.000000 Penalty: 5382.396973
	Iteration 149Q: 3 clusters Score -1.082585e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -10825876.000000 Penalty: 5382.396973
	Iteration 150Q: 3 clusters Score -1.082588e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -10825892.000000 Penalty: 5382.396973
	Iteration 151Q: 3 clusters Score -1.082589e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -10825887.000000 Penalty: 5382.396973
	Iteration 152Q: 3 clusters Score -1.082589e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -10825909.000000 Penalty: 5382.396973
	Iteration 153Q: 3 clusters Score -1.082591e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -10825930.000000 Penalty: 5382.396973
	Iteration 154Q: 3 clusters Score -1.082593e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -10825924.000000 Penalty: 5382.396973
	Iteration 155Q: 3 clusters Score -1.082592e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -10825943.000000 Penalty: 5382.396973
	Iteration 156Q: 3 clusters Score -1.082594e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -10825975.000000 Penalty: 5382.396973
	Iteration 157Q: 3 clusters Score -1.082598e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -10825943.000000 Penalty: 5382.396973
	Iteration 158Q: 3 clusters Score -1.082594e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -10825941.000000 Penalty: 5382.396973
	Iteration 159Q: 3 clusters Score -1.082594e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -10825965.000000 Penalty: 5382.396973
	Iteration 160F: 3 clusters Score -1.082596e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -10825923.000000 Penalty: 5382.396973
	Iteration 161Q: 3 clusters Score -1.082592e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -10825952.000000 Penalty: 5382.396973
	Iteration 162Q: 3 clusters Score -1.082595e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -10825922.000000 Penalty: 5382.396973
	Iteration 163Q: 3 clusters Score -1.082592e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -10825951.000000 Penalty: 5382.396973
	Iteration 164Q: 3 clusters Score -1.082595e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -10825956.000000 Penalty: 5382.396973
	Iteration 165Q: 3 clusters Score -1.082596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -10825940.000000 Penalty: 5382.396973
	Iteration 166Q: 3 clusters Score -1.082594e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -10825907.000000 Penalty: 5382.396973
	Iteration 167Q: 3 clusters Score -1.082591e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -10825913.000000 Penalty: 5382.396973
	Iteration 168Q: 3 clusters Score -1.082591e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -10825922.000000 Penalty: 5382.396973
	Iteration 169Q: 3 clusters Score -1.082592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -10825903.000000 Penalty: 5382.396973
	Iteration 170Q: 3 clusters Score -1.08259e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -10825902.000000 Penalty: 5382.396973
	Iteration 171Q: 3 clusters Score -1.08259e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -10825910.000000 Penalty: 5382.396973
	Iteration 172Q: 3 clusters Score -1.082591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -10825918.000000 Penalty: 5382.396973
	Iteration 173Q: 3 clusters Score -1.082592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -10825943.000000 Penalty: 5382.396973
	Iteration 174Q: 3 clusters Score -1.082594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -10825949.000000 Penalty: 5382.396973
	Iteration 175Q: 3 clusters Score -1.082595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -10825943.000000 Penalty: 5382.396973
	Iteration 176Q: 3 clusters Score -1.082594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -10825955.000000 Penalty: 5382.396973
	Iteration 177Q: 3 clusters Score -1.082596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -10825972.000000 Penalty: 5382.396973
	Iteration 178Q: 3 clusters Score -1.082597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -10825994.000000 Penalty: 5382.396973
	Iteration 179Q: 3 clusters Score -1.082599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -10826005.000000 Penalty: 5382.396973
	Iteration 180F: 3 clusters Score -1.0826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -10825986.000000 Penalty: 5382.396973
	Iteration 181Q: 3 clusters Score -1.082599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -10825988.000000 Penalty: 5382.396973
	Iteration 182Q: 3 clusters Score -1.082599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -10826000.000000 Penalty: 5382.396973
	Iteration 183Q: 3 clusters Score -1.0826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -10826010.000000 Penalty: 5382.396973
	Iteration 184Q: 3 clusters Score -1.082601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -10826018.000000 Penalty: 5382.396973
	Iteration 185Q: 3 clusters Score -1.082602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -10826025.000000 Penalty: 5382.396973
	Iteration 186Q: 3 clusters Score -1.082602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -10826028.000000 Penalty: 5382.396973
	Iteration 187Q: 3 clusters Score -1.082603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -10826034.000000 Penalty: 5382.396973
	Iteration 188Q: 3 clusters Score -1.082603e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -10826069.000000 Penalty: 5382.396973
	Iteration 189Q: 3 clusters Score -1.082607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -10826087.000000 Penalty: 5382.396973
	Iteration 190Q: 3 clusters Score -1.082609e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -10826100.000000 Penalty: 5382.396973
	Iteration 191Q: 3 clusters Score -1.08261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -10826079.000000 Penalty: 5382.396973
	Iteration 192Q: 3 clusters Score -1.082608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -10826095.000000 Penalty: 5382.396973
	Iteration 193Q: 3 clusters Score -1.08261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -10826104.000000 Penalty: 5382.396973
	Iteration 194Q: 3 clusters Score -1.08261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -10826097.000000 Penalty: 5382.396973
	Iteration 195Q: 3 clusters Score -1.08261e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -10826090.000000 Penalty: 5382.396973
	Iteration 196Q: 3 clusters Score -1.082609e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -10826105.000000 Penalty: 5382.396973
	Iteration 197Q: 3 clusters Score -1.08261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -10826118.000000 Penalty: 5382.396973
	Iteration 198Q: 3 clusters Score -1.082612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -10826117.000000 Penalty: 5382.396973
	Iteration 199Q: 3 clusters Score -1.082612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -10826105.000000 Penalty: 5382.396973
	Iteration 200F: 3 clusters Score -1.08261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -10826121.000000 Penalty: 5382.396973
	Iteration 201Q: 3 clusters Score -1.082612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -10826124.000000 Penalty: 5382.396973
	Iteration 202Q: 3 clusters Score -1.082612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -10826136.000000 Penalty: 5382.396973
	Iteration 203Q: 3 clusters Score -1.082614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -10826141.000000 Penalty: 5382.396973
	Iteration 204Q: 3 clusters Score -1.082614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -10826151.000000 Penalty: 5382.396973
	Iteration 205Q: 3 clusters Score -1.082615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -10826135.000000 Penalty: 5382.396973
	Iteration 206Q: 3 clusters Score -1.082614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -10826133.000000 Penalty: 5382.396973
	Iteration 207Q: 3 clusters Score -1.082613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -10826160.000000 Penalty: 5382.396973
	Iteration 208Q: 3 clusters Score -1.082616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -10826169.000000 Penalty: 5382.396973
	Iteration 209Q: 3 clusters Score -1.082617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -10826179.000000 Penalty: 5382.396973
	Iteration 210Q: 3 clusters Score -1.082618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -10826171.000000 Penalty: 5382.396973
	Iteration 211Q: 3 clusters Score -1.082617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -10826160.000000 Penalty: 5382.396973
	Iteration 212Q: 3 clusters Score -1.082616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -10826165.000000 Penalty: 5382.396973
	Iteration 213Q: 3 clusters Score -1.082616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -10826151.000000 Penalty: 5382.396973
	Iteration 214Q: 3 clusters Score -1.082615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -10826142.000000 Penalty: 5382.396973
	Iteration 215Q: 3 clusters Score -1.082614e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -10826113.000000 Penalty: 5382.396973
	Iteration 216Q: 3 clusters Score -1.082611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -10826100.000000 Penalty: 5382.396973
	Iteration 217Q: 3 clusters Score -1.08261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -10826092.000000 Penalty: 5382.396973
	Iteration 218Q: 3 clusters Score -1.082609e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -10826094.000000 Penalty: 5382.396973
	Iteration 219Q: 3 clusters Score -1.082609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -10826093.000000 Penalty: 5382.396973
	Iteration 220F: 3 clusters Score -1.082609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -10826099.000000 Penalty: 5382.396973
	Iteration 221Q: 3 clusters Score -1.08261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -10826110.000000 Penalty: 5382.396973
	Iteration 222Q: 3 clusters Score -1.082611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -10826117.000000 Penalty: 5382.396973
	Iteration 223Q: 3 clusters Score -1.082612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -10826108.000000 Penalty: 5382.396973
	Iteration 224Q: 3 clusters Score -1.082611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -10826101.000000 Penalty: 5382.396973
	Iteration 225Q: 3 clusters Score -1.08261e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -10826071.000000 Penalty: 5382.396973
	Iteration 226Q: 3 clusters Score -1.082607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -10826099.000000 Penalty: 5382.396973
	Iteration 227Q: 3 clusters Score -1.08261e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -10826083.000000 Penalty: 5382.396973
	Iteration 228Q: 3 clusters Score -1.082608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -10826076.000000 Penalty: 5382.396973
	Iteration 229Q: 3 clusters Score -1.082608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -10826084.000000 Penalty: 5382.396973
	Iteration 230Q: 3 clusters Score -1.082608e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -10826082.000000 Penalty: 5382.396973
	Iteration 231Q: 3 clusters Score -1.082608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -10826107.000000 Penalty: 5382.396973
	Iteration 232Q: 3 clusters Score -1.082611e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -10826109.000000 Penalty: 5382.396973
	Iteration 233Q: 3 clusters Score -1.082611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -10826088.000000 Penalty: 5382.396973
	Iteration 234Q: 3 clusters Score -1.082609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -10826079.000000 Penalty: 5382.396973
	Iteration 235Q: 3 clusters Score -1.082608e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -10826099.000000 Penalty: 5382.396973
	Iteration 236Q: 3 clusters Score -1.08261e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -10826081.000000 Penalty: 5382.396973
	Iteration 237Q: 3 clusters Score -1.082608e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -10826073.000000 Penalty: 5382.396973
	Iteration 238Q: 3 clusters Score -1.082607e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -10826081.000000 Penalty: 5382.396973
	Iteration 239Q: 3 clusters Score -1.082608e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -10826094.000000 Penalty: 5382.396973
	Iteration 240F: 3 clusters Score -1.082609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -10826112.000000 Penalty: 5382.396973
	Iteration 241Q: 3 clusters Score -1.082611e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -10826095.000000 Penalty: 5382.396973
	Iteration 242Q: 3 clusters Score -1.08261e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -10826102.000000 Penalty: 5382.396973
	Iteration 243Q: 3 clusters Score -1.08261e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -10826108.000000 Penalty: 5382.396973
	Iteration 244Q: 3 clusters Score -1.082611e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -10826096.000000 Penalty: 5382.396973
	Iteration 245Q: 3 clusters Score -1.08261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -10826100.000000 Penalty: 5382.396973
	Iteration 246Q: 3 clusters Score -1.08261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -10826072.000000 Penalty: 5382.396973
	Iteration 247Q: 3 clusters Score -1.082607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -10826071.000000 Penalty: 5382.396973
	Iteration 248Q: 3 clusters Score -1.082607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -10826074.000000 Penalty: 5382.396973
	Iteration 249Q: 3 clusters Score -1.082607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -10826088.000000 Penalty: 5382.396973
	Iteration 250Q: 3 clusters Score -1.082609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -10826063.000000 Penalty: 5382.396973
	Iteration 251Q: 3 clusters Score -1.082606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -10826057.000000 Penalty: 5382.396973
	Iteration 252Q: 3 clusters Score -1.082606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -10826044.000000 Penalty: 5382.396973
	Iteration 253Q: 3 clusters Score -1.082604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -10826039.000000 Penalty: 5382.396973
	Iteration 254Q: 3 clusters Score -1.082604e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -10826032.000000 Penalty: 5382.396973
	Iteration 255Q: 3 clusters Score -1.082603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -10826042.000000 Penalty: 5382.396973
	Iteration 256Q: 3 clusters Score -1.082604e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -10826025.000000 Penalty: 5382.396973
	Iteration 257Q: 3 clusters Score -1.082602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -10826020.000000 Penalty: 5382.396973
	Iteration 258Q: 3 clusters Score -1.082602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -10826035.000000 Penalty: 5382.396973
	Iteration 259Q: 3 clusters Score -1.082604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -10826039.000000 Penalty: 5382.396973
	Iteration 260F: 3 clusters Score -1.082604e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -10826034.000000 Penalty: 5382.396973
	Iteration 261Q: 3 clusters Score -1.082603e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -10826021.000000 Penalty: 5382.396973
	Iteration 262Q: 3 clusters Score -1.082602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -10826020.000000 Penalty: 5382.396973
	Iteration 263Q: 3 clusters Score -1.082602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -10826037.000000 Penalty: 5382.396973
	Iteration 264Q: 3 clusters Score -1.082604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -10826036.000000 Penalty: 5382.396973
	Iteration 265Q: 3 clusters Score -1.082604e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -10826050.000000 Penalty: 5382.396973
	Iteration 266Q: 3 clusters Score -1.082605e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -10826076.000000 Penalty: 5382.396973
	Iteration 267Q: 3 clusters Score -1.082608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -10826065.000000 Penalty: 5382.396973
	Iteration 268Q: 3 clusters Score -1.082606e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -10826069.000000 Penalty: 5382.396973
	Iteration 269Q: 3 clusters Score -1.082607e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -10826062.000000 Penalty: 5382.396973
	Iteration 270Q: 3 clusters Score -1.082606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -10826051.000000 Penalty: 5382.396973
	Iteration 271Q: 3 clusters Score -1.082605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -10826062.000000 Penalty: 5382.396973
	Iteration 272Q: 3 clusters Score -1.082606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -10826062.000000 Penalty: 5382.396973
	Iteration 273Q: 3 clusters Score -1.082606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -10826072.000000 Penalty: 5382.396973
	Iteration 274Q: 3 clusters Score -1.082607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -10826067.000000 Penalty: 5382.396973
	Iteration 275Q: 3 clusters Score -1.082607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -10826057.000000 Penalty: 5382.396973
	Iteration 276Q: 3 clusters Score -1.082606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -10826054.000000 Penalty: 5382.396973
	Iteration 277Q: 3 clusters Score -1.082605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -10826050.000000 Penalty: 5382.396973
	Iteration 278Q: 3 clusters Score -1.082605e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -10826057.000000 Penalty: 5382.396973
	Iteration 279Q: 3 clusters Score -1.082606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -10826066.000000 Penalty: 5382.396973
	Iteration 280F: 3 clusters Score -1.082607e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -10826037.000000 Penalty: 5382.396973
	Iteration 281Q: 3 clusters Score -1.082604e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -10826045.000000 Penalty: 5382.396973
	Iteration 282Q: 3 clusters Score -1.082604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -10826033.000000 Penalty: 5382.396973
	Iteration 283Q: 3 clusters Score -1.082603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -10826046.000000 Penalty: 5382.396973
	Iteration 284Q: 3 clusters Score -1.082605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -10826062.000000 Penalty: 5382.396973
	Iteration 285Q: 3 clusters Score -1.082606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -10826071.000000 Penalty: 5382.396973
	Iteration 286Q: 3 clusters Score -1.082607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -10826065.000000 Penalty: 5382.396973
	Iteration 287Q: 3 clusters Score -1.082606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -10826068.000000 Penalty: 5382.396973
	Iteration 288Q: 3 clusters Score -1.082607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -10826072.000000 Penalty: 5382.396973
	Iteration 289Q: 3 clusters Score -1.082607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -10826091.000000 Penalty: 5382.396973
	Iteration 290Q: 3 clusters Score -1.082609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -10826083.000000 Penalty: 5382.396973
	Iteration 291Q: 3 clusters Score -1.082608e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -10826125.000000 Penalty: 5382.396973
	Iteration 292Q: 3 clusters Score -1.082612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -10826128.000000 Penalty: 5382.396973
	Iteration 293Q: 3 clusters Score -1.082613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -10826126.000000 Penalty: 5382.396973
	Iteration 294Q: 3 clusters Score -1.082613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -10826130.000000 Penalty: 5382.396973
	Iteration 295Q: 3 clusters Score -1.082613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -10826156.000000 Penalty: 5382.396973
	Iteration 296Q: 3 clusters Score -1.082616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -10826170.000000 Penalty: 5382.396973
	Iteration 297Q: 3 clusters Score -1.082617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -10826176.000000 Penalty: 5382.396973
	Iteration 298Q: 3 clusters Score -1.082618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -10826175.000000 Penalty: 5382.396973
	Iteration 299Q: 3 clusters Score -1.082618e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826220.000000 Penalty: 5382.396973
	Iteration 300F: 3 clusters Score -1.082622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -10826220.000000 Penalty: 5382.396973
	Iteration 301Q: 3 clusters Score -1.082622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -10826222.000000 Penalty: 5382.396973
	Iteration 302Q: 3 clusters Score -1.082622e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -10826227.000000 Penalty: 5382.396973
	Iteration 303Q: 3 clusters Score -1.082623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -10826230.000000 Penalty: 5382.396973
	Iteration 304Q: 3 clusters Score -1.082623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -10826224.000000 Penalty: 5382.396973
	Iteration 305Q: 3 clusters Score -1.082622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -10826228.000000 Penalty: 5382.396973
	Iteration 306Q: 3 clusters Score -1.082623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -10826221.000000 Penalty: 5382.396973
	Iteration 307Q: 3 clusters Score -1.082622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -10826226.000000 Penalty: 5382.396973
	Iteration 308Q: 3 clusters Score -1.082623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -10826221.000000 Penalty: 5382.396973
	Iteration 309Q: 3 clusters Score -1.082622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -10826233.000000 Penalty: 5382.396973
	Iteration 310Q: 3 clusters Score -1.082623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -10826235.000000 Penalty: 5382.396973
	Iteration 311Q: 3 clusters Score -1.082624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -10826253.000000 Penalty: 5382.396973
	Iteration 312Q: 3 clusters Score -1.082625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -10826248.000000 Penalty: 5382.396973
	Iteration 313Q: 3 clusters Score -1.082625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -10826263.000000 Penalty: 5382.396973
	Iteration 314Q: 3 clusters Score -1.082626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -10826246.000000 Penalty: 5382.396973
	Iteration 315Q: 3 clusters Score -1.082625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -10826249.000000 Penalty: 5382.396973
	Iteration 316Q: 3 clusters Score -1.082625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -10826237.000000 Penalty: 5382.396973
	Iteration 317Q: 3 clusters Score -1.082624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -10826245.000000 Penalty: 5382.396973
	Iteration 318Q: 3 clusters Score -1.082624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -10826247.000000 Penalty: 5382.396973
	Iteration 319Q: 3 clusters Score -1.082625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -10826235.000000 Penalty: 5382.396973
	Iteration 320F: 3 clusters Score -1.082624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -10826240.000000 Penalty: 5382.396973
	Iteration 321Q: 3 clusters Score -1.082624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -10826245.000000 Penalty: 5382.396973
	Iteration 322Q: 3 clusters Score -1.082624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -10826247.000000 Penalty: 5382.396973
	Iteration 323Q: 3 clusters Score -1.082625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826244.000000 Penalty: 5382.396973
	Iteration 324Q: 3 clusters Score -1.082624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -10826233.000000 Penalty: 5382.396973
	Iteration 325Q: 3 clusters Score -1.082623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -10826250.000000 Penalty: 5382.396973
	Iteration 326Q: 3 clusters Score -1.082625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -10826234.000000 Penalty: 5382.396973
	Iteration 327Q: 3 clusters Score -1.082623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -10826251.000000 Penalty: 5382.396973
	Iteration 328Q: 3 clusters Score -1.082625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -10826229.000000 Penalty: 5382.396973
	Iteration 329Q: 3 clusters Score -1.082623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -10826222.000000 Penalty: 5382.396973
	Iteration 330Q: 3 clusters Score -1.082622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -10826218.000000 Penalty: 5382.396973
	Iteration 331Q: 3 clusters Score -1.082622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -10826231.000000 Penalty: 5382.396973
	Iteration 332Q: 3 clusters Score -1.082623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -10826225.000000 Penalty: 5382.396973
	Iteration 333Q: 3 clusters Score -1.082622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -10826234.000000 Penalty: 5382.396973
	Iteration 334Q: 3 clusters Score -1.082623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -10826235.000000 Penalty: 5382.396973
	Iteration 335Q: 3 clusters Score -1.082624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -10826242.000000 Penalty: 5382.396973
	Iteration 336Q: 3 clusters Score -1.082624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826253.000000 Penalty: 5382.396973
	Iteration 337Q: 3 clusters Score -1.082625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -10826258.000000 Penalty: 5382.396973
	Iteration 338Q: 3 clusters Score -1.082626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -10826277.000000 Penalty: 5382.396973
	Iteration 339Q: 3 clusters Score -1.082628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -10826279.000000 Penalty: 5382.396973
	Iteration 340F: 3 clusters Score -1.082628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -10826301.000000 Penalty: 5382.396973
	Iteration 341Q: 3 clusters Score -1.08263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -10826306.000000 Penalty: 5382.396973
	Iteration 342Q: 3 clusters Score -1.082631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -10826316.000000 Penalty: 5382.396973
	Iteration 343Q: 3 clusters Score -1.082632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -10826329.000000 Penalty: 5382.396973
	Iteration 344Q: 3 clusters Score -1.082633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -10826333.000000 Penalty: 5382.396973
	Iteration 345Q: 3 clusters Score -1.082633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -10826336.000000 Penalty: 5382.396973
	Iteration 346Q: 3 clusters Score -1.082634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -10826325.000000 Penalty: 5382.396973
	Iteration 347Q: 3 clusters Score -1.082632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -10826322.000000 Penalty: 5382.396973
	Iteration 348Q: 3 clusters Score -1.082632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -10826316.000000 Penalty: 5382.396973
	Iteration 349Q: 3 clusters Score -1.082632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -10826309.000000 Penalty: 5382.396973
	Iteration 350Q: 3 clusters Score -1.082631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -10826322.000000 Penalty: 5382.396973
	Iteration 351Q: 3 clusters Score -1.082632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -10826324.000000 Penalty: 5382.396973
	Iteration 352Q: 3 clusters Score -1.082632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826301.000000 Penalty: 5382.396973
	Iteration 353Q: 3 clusters Score -1.08263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826298.000000 Penalty: 5382.396973
	Iteration 354Q: 3 clusters Score -1.08263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826312.000000 Penalty: 5382.396973
	Iteration 355Q: 3 clusters Score -1.082631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -10826302.000000 Penalty: 5382.396973
	Iteration 356Q: 3 clusters Score -1.08263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -10826295.000000 Penalty: 5382.396973
	Iteration 357Q: 3 clusters Score -1.08263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -10826321.000000 Penalty: 5382.396973
	Iteration 358Q: 3 clusters Score -1.082632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -10826314.000000 Penalty: 5382.396973
	Iteration 359Q: 3 clusters Score -1.082631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826325.000000 Penalty: 5382.396973
	Iteration 360F: 3 clusters Score -1.082632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826325.000000 Penalty: 5382.396973
	Iteration 361Q: 3 clusters Score -1.082632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -10826325.000000 Penalty: 5382.396973
	Iteration 362F: 3 clusters Score -1.082632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 30042 members 
Mstep: Class 28 contains 65490 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 36972 members 
Mstep: Class 53 contains 2791 members 
Mstep: Class 54 contains 21575 members 
Entering Unmasked Estep 
Score: -161113216.000000 Penalty: 182663.546875
Splitting cluster 27 changes total score from -161014224.000000 to -161113216.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 28 (65490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Entering Unmasked Estep 
Score: -12679783.000000 Penalty: 2750.233887
	Iteration 0F: 2 clusters Score -1.267978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -12668733.000000 Penalty: 5500.467773
	Iteration 0F: 3 clusters Score -1.266873e+07 nChanged 30685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -12686016.000000 Penalty: 5500.467773
	Iteration 1F: 3 clusters Score -1.268602e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -12686714.000000 Penalty: 5500.467773
	Iteration 2Q: 3 clusters Score -1.268671e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -12687480.000000 Penalty: 5500.467773
	Iteration 3Q: 3 clusters Score -1.268748e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -12688426.000000 Penalty: 5500.467773
	Iteration 4Q: 3 clusters Score -1.268843e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -12689568.000000 Penalty: 5500.467773
	Iteration 5Q: 3 clusters Score -1.268957e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -12691107.000000 Penalty: 5500.467773
	Iteration 6Q: 3 clusters Score -1.269111e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -12693543.000000 Penalty: 5500.467773
	Iteration 7F: 3 clusters Score -1.269354e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -12696030.000000 Penalty: 5500.467773
	Iteration 8F: 3 clusters Score -1.269603e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -12697846.000000 Penalty: 5500.467773
	Iteration 9F: 3 clusters Score -1.269785e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -12698590.000000 Penalty: 5500.467773
	Iteration 10Q: 3 clusters Score -1.269859e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -12698778.000000 Penalty: 5500.467773
	Iteration 11Q: 3 clusters Score -1.269878e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -12698927.000000 Penalty: 5500.467773
	Iteration 12Q: 3 clusters Score -1.269893e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -12699081.000000 Penalty: 5500.467773
	Iteration 13Q: 3 clusters Score -1.269908e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -12699198.000000 Penalty: 5500.467773
	Iteration 14Q: 3 clusters Score -1.26992e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -12699457.000000 Penalty: 5500.467773
	Iteration 15Q: 3 clusters Score -1.269946e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -12699631.000000 Penalty: 5500.467773
	Iteration 16Q: 3 clusters Score -1.269963e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -12699820.000000 Penalty: 5500.467773
	Iteration 17Q: 3 clusters Score -1.269982e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -12700054.000000 Penalty: 5500.467773
	Iteration 18Q: 3 clusters Score -1.270005e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -12700376.000000 Penalty: 5500.467773
	Iteration 19Q: 3 clusters Score -1.270038e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -12700809.000000 Penalty: 5500.467773
	Iteration 20F: 3 clusters Score -1.270081e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -12701271.000000 Penalty: 5500.467773
	Iteration 21Q: 3 clusters Score -1.270127e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -12701816.000000 Penalty: 5500.467773
	Iteration 22Q: 3 clusters Score -1.270182e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -12702439.000000 Penalty: 5500.467773
	Iteration 23Q: 3 clusters Score -1.270244e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -12703021.000000 Penalty: 5500.467773
	Iteration 24Q: 3 clusters Score -1.270302e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -12703635.000000 Penalty: 5500.467773
	Iteration 25Q: 3 clusters Score -1.270364e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -12704266.000000 Penalty: 5500.467773
	Iteration 26Q: 3 clusters Score -1.270427e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -12704851.000000 Penalty: 5500.467773
	Iteration 27Q: 3 clusters Score -1.270485e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -12705331.000000 Penalty: 5500.467773
	Iteration 28Q: 3 clusters Score -1.270533e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -12705758.000000 Penalty: 5500.467773
	Iteration 29Q: 3 clusters Score -1.270576e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -12706028.000000 Penalty: 5500.467773
	Iteration 30Q: 3 clusters Score -1.270603e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -12706279.000000 Penalty: 5500.467773
	Iteration 31Q: 3 clusters Score -1.270628e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -12706407.000000 Penalty: 5500.467773
	Iteration 32Q: 3 clusters Score -1.270641e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -12706491.000000 Penalty: 5500.467773
	Iteration 33Q: 3 clusters Score -1.270649e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -12706535.000000 Penalty: 5500.467773
	Iteration 34Q: 3 clusters Score -1.270654e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -12706560.000000 Penalty: 5500.467773
	Iteration 35Q: 3 clusters Score -1.270656e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -12706560.000000 Penalty: 5500.467773
	Iteration 36Q: 3 clusters Score -1.270656e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -12706595.000000 Penalty: 5500.467773
	Iteration 37Q: 3 clusters Score -1.27066e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -12706597.000000 Penalty: 5500.467773
	Iteration 38Q: 3 clusters Score -1.27066e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -12706597.000000 Penalty: 5500.467773
	Iteration 39Q: 3 clusters Score -1.27066e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -12706619.000000 Penalty: 5500.467773
	Iteration 40F: 3 clusters Score -1.270662e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -12706616.000000 Penalty: 5500.467773
	Iteration 41Q: 3 clusters Score -1.270662e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -12706654.000000 Penalty: 5500.467773
	Iteration 42Q: 3 clusters Score -1.270665e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -12706679.000000 Penalty: 5500.467773
	Iteration 43Q: 3 clusters Score -1.270668e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -12706690.000000 Penalty: 5500.467773
	Iteration 44Q: 3 clusters Score -1.270669e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -12706685.000000 Penalty: 5500.467773
	Iteration 45Q: 3 clusters Score -1.270668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -12706694.000000 Penalty: 5500.467773
	Iteration 46Q: 3 clusters Score -1.270669e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -12706699.000000 Penalty: 5500.467773
	Iteration 47Q: 3 clusters Score -1.27067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -12706687.000000 Penalty: 5500.467773
	Iteration 48Q: 3 clusters Score -1.270669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -12706673.000000 Penalty: 5500.467773
	Iteration 49Q: 3 clusters Score -1.270667e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -12706684.000000 Penalty: 5500.467773
	Iteration 50Q: 3 clusters Score -1.270668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -12706684.000000 Penalty: 5500.467773
	Iteration 51Q: 3 clusters Score -1.270668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -12706670.000000 Penalty: 5500.467773
	Iteration 52Q: 3 clusters Score -1.270667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -12706667.000000 Penalty: 5500.467773
	Iteration 53Q: 3 clusters Score -1.270667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -12706670.000000 Penalty: 5500.467773
	Iteration 54Q: 3 clusters Score -1.270667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -12706667.000000 Penalty: 5500.467773
	Iteration 55Q: 3 clusters Score -1.270667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -12706668.000000 Penalty: 5500.467773
	Iteration 56Q: 3 clusters Score -1.270667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -12706672.000000 Penalty: 5500.467773
	Iteration 57Q: 3 clusters Score -1.270667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -12706665.000000 Penalty: 5500.467773
	Iteration 58Q: 3 clusters Score -1.270666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -12706662.000000 Penalty: 5500.467773
	Iteration 59Q: 3 clusters Score -1.270666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -12706669.000000 Penalty: 5500.467773
	Iteration 60F: 3 clusters Score -1.270667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -12706681.000000 Penalty: 5500.467773
	Iteration 61Q: 3 clusters Score -1.270668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -12706676.000000 Penalty: 5500.467773
	Iteration 62Q: 3 clusters Score -1.270668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -12706683.000000 Penalty: 5500.467773
	Iteration 63Q: 3 clusters Score -1.270668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -12706687.000000 Penalty: 5500.467773
	Iteration 64Q: 3 clusters Score -1.270669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -12706680.000000 Penalty: 5500.467773
	Iteration 65Q: 3 clusters Score -1.270668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -12706680.000000 Penalty: 5500.467773
	Iteration 66Q: 3 clusters Score -1.270668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -12706684.000000 Penalty: 5500.467773
	Iteration 67Q: 3 clusters Score -1.270668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -12706686.000000 Penalty: 5500.467773
	Iteration 68Q: 3 clusters Score -1.270669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -12706705.000000 Penalty: 5500.467773
	Iteration 69Q: 3 clusters Score -1.27067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -12706703.000000 Penalty: 5500.467773
	Iteration 70Q: 3 clusters Score -1.27067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -12706716.000000 Penalty: 5500.467773
	Iteration 71Q: 3 clusters Score -1.270672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -12706714.000000 Penalty: 5500.467773
	Iteration 72Q: 3 clusters Score -1.270671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -12706718.000000 Penalty: 5500.467773
	Iteration 73Q: 3 clusters Score -1.270672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -12706719.000000 Penalty: 5500.467773
	Iteration 74Q: 3 clusters Score -1.270672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -12706711.000000 Penalty: 5500.467773
	Iteration 75Q: 3 clusters Score -1.270671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -12706711.000000 Penalty: 5500.467773
	Iteration 76Q: 3 clusters Score -1.270671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -12706706.000000 Penalty: 5500.467773
	Iteration 77Q: 3 clusters Score -1.270671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -12706703.000000 Penalty: 5500.467773
	Iteration 78Q: 3 clusters Score -1.27067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -12706718.000000 Penalty: 5500.467773
	Iteration 79Q: 3 clusters Score -1.270672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -12706710.000000 Penalty: 5500.467773
	Iteration 80F: 3 clusters Score -1.270671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -12706715.000000 Penalty: 5500.467773
	Iteration 81Q: 3 clusters Score -1.270672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -12706718.000000 Penalty: 5500.467773
	Iteration 82Q: 3 clusters Score -1.270672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -12706716.000000 Penalty: 5500.467773
	Iteration 83Q: 3 clusters Score -1.270672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -12706706.000000 Penalty: 5500.467773
	Iteration 84Q: 3 clusters Score -1.270671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -12706706.000000 Penalty: 5500.467773
	Iteration 85Q: 3 clusters Score -1.270671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -12706706.000000 Penalty: 5500.467773
	Iteration 86F: 3 clusters Score -1.270671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 30042 members 
Mstep: Class 28 contains 31183 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 36972 members 
Mstep: Class 53 contains 2791 members 
Mstep: Class 54 contains 21575 members 
Mstep: Class 55 contains 34307 members 
Entering Unmasked Estep 
Score: -161135040.000000 Penalty: 186046.203125
Splitting cluster 28 changes total score from -161014224.000000 to -161135040.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 29 (67319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Entering Unmasked Estep 
Score: -13062633.000000 Penalty: 2757.065186
	Iteration 0F: 2 clusters Score -1.306263e+07 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 33731 members 
Entering Unmasked Estep 
Score: -13050556.000000 Penalty: 5514.130371
	Iteration 0F: 3 clusters Score -1.305056e+07 nChanged 31467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -13068244.000000 Penalty: 5514.130371
	Iteration 1F: 3 clusters Score -1.306824e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -13068866.000000 Penalty: 5514.130371
	Iteration 2F: 3 clusters Score -1.306887e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -13069643.000000 Penalty: 5514.130371
	Iteration 3Q: 3 clusters Score -1.306964e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -13070395.000000 Penalty: 5514.130371
	Iteration 4Q: 3 clusters Score -1.30704e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -13071459.000000 Penalty: 5514.130371
	Iteration 5Q: 3 clusters Score -1.307146e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -13073054.000000 Penalty: 5514.130371
	Iteration 6Q: 3 clusters Score -1.307305e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -13075426.000000 Penalty: 5514.130371
	Iteration 7F: 3 clusters Score -1.307543e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -13078223.000000 Penalty: 5514.130371
	Iteration 8F: 3 clusters Score -1.307822e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -13080176.000000 Penalty: 5514.130371
	Iteration 9F: 3 clusters Score -1.308018e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -13080836.000000 Penalty: 5514.130371
	Iteration 10Q: 3 clusters Score -1.308084e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -13081009.000000 Penalty: 5514.130371
	Iteration 11Q: 3 clusters Score -1.308101e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -13081156.000000 Penalty: 5514.130371
	Iteration 12Q: 3 clusters Score -1.308116e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -13081262.000000 Penalty: 5514.130371
	Iteration 13Q: 3 clusters Score -1.308126e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -13081356.000000 Penalty: 5514.130371
	Iteration 14Q: 3 clusters Score -1.308136e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -13081382.000000 Penalty: 5514.130371
	Iteration 15Q: 3 clusters Score -1.308138e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -13081422.000000 Penalty: 5514.130371
	Iteration 16Q: 3 clusters Score -1.308142e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -13081456.000000 Penalty: 5514.130371
	Iteration 17Q: 3 clusters Score -1.308146e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -13081521.000000 Penalty: 5514.130371
	Iteration 18Q: 3 clusters Score -1.308152e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -13081521.000000 Penalty: 5514.130371
	Iteration 19Q: 3 clusters Score -1.308152e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -13081549.000000 Penalty: 5514.130371
	Iteration 20F: 3 clusters Score -1.308155e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -13081585.000000 Penalty: 5514.130371
	Iteration 21Q: 3 clusters Score -1.308158e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -13081644.000000 Penalty: 5514.130371
	Iteration 22Q: 3 clusters Score -1.308164e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -13081677.000000 Penalty: 5514.130371
	Iteration 23Q: 3 clusters Score -1.308168e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -13081689.000000 Penalty: 5514.130371
	Iteration 24Q: 3 clusters Score -1.308169e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -13081732.000000 Penalty: 5514.130371
	Iteration 25Q: 3 clusters Score -1.308173e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -13081739.000000 Penalty: 5514.130371
	Iteration 26Q: 3 clusters Score -1.308174e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -13081768.000000 Penalty: 5514.130371
	Iteration 27Q: 3 clusters Score -1.308177e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -13081777.000000 Penalty: 5514.130371
	Iteration 28Q: 3 clusters Score -1.308178e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -13081800.000000 Penalty: 5514.130371
	Iteration 29Q: 3 clusters Score -1.30818e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -13081858.000000 Penalty: 5514.130371
	Iteration 30Q: 3 clusters Score -1.308186e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -13081892.000000 Penalty: 5514.130371
	Iteration 31Q: 3 clusters Score -1.308189e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -13081888.000000 Penalty: 5514.130371
	Iteration 32Q: 3 clusters Score -1.308189e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -13081910.000000 Penalty: 5514.130371
	Iteration 33Q: 3 clusters Score -1.308191e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -13081907.000000 Penalty: 5514.130371
	Iteration 34Q: 3 clusters Score -1.308191e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -13081924.000000 Penalty: 5514.130371
	Iteration 35Q: 3 clusters Score -1.308192e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -13081890.000000 Penalty: 5514.130371
	Iteration 36Q: 3 clusters Score -1.308189e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -13081894.000000 Penalty: 5514.130371
	Iteration 37Q: 3 clusters Score -1.308189e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -13081874.000000 Penalty: 5514.130371
	Iteration 38Q: 3 clusters Score -1.308187e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -13081806.000000 Penalty: 5514.130371
	Iteration 39Q: 3 clusters Score -1.308181e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -13081802.000000 Penalty: 5514.130371
	Iteration 40F: 3 clusters Score -1.30818e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -13081847.000000 Penalty: 5514.130371
	Iteration 41Q: 3 clusters Score -1.308185e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -13081867.000000 Penalty: 5514.130371
	Iteration 42Q: 3 clusters Score -1.308187e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -13081798.000000 Penalty: 5514.130371
	Iteration 43Q: 3 clusters Score -1.30818e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -13081784.000000 Penalty: 5514.130371
	Iteration 44Q: 3 clusters Score -1.308178e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -13081807.000000 Penalty: 5514.130371
	Iteration 45Q: 3 clusters Score -1.308181e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -13081813.000000 Penalty: 5514.130371
	Iteration 46Q: 3 clusters Score -1.308181e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -13081787.000000 Penalty: 5514.130371
	Iteration 47Q: 3 clusters Score -1.308179e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -13081772.000000 Penalty: 5514.130371
	Iteration 48Q: 3 clusters Score -1.308177e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -13081762.000000 Penalty: 5514.130371
	Iteration 49Q: 3 clusters Score -1.308176e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -13081741.000000 Penalty: 5514.130371
	Iteration 50Q: 3 clusters Score -1.308174e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -13081683.000000 Penalty: 5514.130371
	Iteration 51Q: 3 clusters Score -1.308168e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -13081689.000000 Penalty: 5514.130371
	Iteration 52Q: 3 clusters Score -1.308169e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -13081715.000000 Penalty: 5514.130371
	Iteration 53Q: 3 clusters Score -1.308172e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -13081658.000000 Penalty: 5514.130371
	Iteration 54Q: 3 clusters Score -1.308166e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -13081685.000000 Penalty: 5514.130371
	Iteration 55Q: 3 clusters Score -1.308168e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -13081668.000000 Penalty: 5514.130371
	Iteration 56Q: 3 clusters Score -1.308167e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -13081619.000000 Penalty: 5514.130371
	Iteration 57Q: 3 clusters Score -1.308162e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -13081609.000000 Penalty: 5514.130371
	Iteration 58Q: 3 clusters Score -1.308161e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -13081605.000000 Penalty: 5514.130371
	Iteration 59Q: 3 clusters Score -1.30816e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -13081645.000000 Penalty: 5514.130371
	Iteration 60F: 3 clusters Score -1.308164e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -13081608.000000 Penalty: 5514.130371
	Iteration 61Q: 3 clusters Score -1.308161e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -13081584.000000 Penalty: 5514.130371
	Iteration 62Q: 3 clusters Score -1.308158e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -13081581.000000 Penalty: 5514.130371
	Iteration 63Q: 3 clusters Score -1.308158e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -13081582.000000 Penalty: 5514.130371
	Iteration 64Q: 3 clusters Score -1.308158e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -13081594.000000 Penalty: 5514.130371
	Iteration 65Q: 3 clusters Score -1.308159e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -13081626.000000 Penalty: 5514.130371
	Iteration 66Q: 3 clusters Score -1.308163e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -13081655.000000 Penalty: 5514.130371
	Iteration 67Q: 3 clusters Score -1.308166e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -13081649.000000 Penalty: 5514.130371
	Iteration 68Q: 3 clusters Score -1.308165e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -13081666.000000 Penalty: 5514.130371
	Iteration 69Q: 3 clusters Score -1.308167e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -13081698.000000 Penalty: 5514.130371
	Iteration 70Q: 3 clusters Score -1.30817e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -13081672.000000 Penalty: 5514.130371
	Iteration 71Q: 3 clusters Score -1.308167e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -13081690.000000 Penalty: 5514.130371
	Iteration 72Q: 3 clusters Score -1.308169e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -13081658.000000 Penalty: 5514.130371
	Iteration 73Q: 3 clusters Score -1.308166e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -13081616.000000 Penalty: 5514.130371
	Iteration 74Q: 3 clusters Score -1.308162e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -13081631.000000 Penalty: 5514.130371
	Iteration 75Q: 3 clusters Score -1.308163e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -13081615.000000 Penalty: 5514.130371
	Iteration 76Q: 3 clusters Score -1.308162e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -13081632.000000 Penalty: 5514.130371
	Iteration 77Q: 3 clusters Score -1.308163e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -13081611.000000 Penalty: 5514.130371
	Iteration 78Q: 3 clusters Score -1.308161e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -13081607.000000 Penalty: 5514.130371
	Iteration 79Q: 3 clusters Score -1.308161e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -13081618.000000 Penalty: 5514.130371
	Iteration 80F: 3 clusters Score -1.308162e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -13081614.000000 Penalty: 5514.130371
	Iteration 81Q: 3 clusters Score -1.308161e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -13081596.000000 Penalty: 5514.130371
	Iteration 82Q: 3 clusters Score -1.30816e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -13081606.000000 Penalty: 5514.130371
	Iteration 83Q: 3 clusters Score -1.308161e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -13081608.000000 Penalty: 5514.130371
	Iteration 84Q: 3 clusters Score -1.308161e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -13081606.000000 Penalty: 5514.130371
	Iteration 85Q: 3 clusters Score -1.308161e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -13081595.000000 Penalty: 5514.130371
	Iteration 86Q: 3 clusters Score -1.30816e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -13081548.000000 Penalty: 5514.130371
	Iteration 87Q: 3 clusters Score -1.308155e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -13081533.000000 Penalty: 5514.130371
	Iteration 88Q: 3 clusters Score -1.308153e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -13081501.000000 Penalty: 5514.130371
	Iteration 89Q: 3 clusters Score -1.30815e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -13081501.000000 Penalty: 5514.130371
	Iteration 90Q: 3 clusters Score -1.30815e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -13081497.000000 Penalty: 5514.130371
	Iteration 91Q: 3 clusters Score -1.30815e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -13081509.000000 Penalty: 5514.130371
	Iteration 92Q: 3 clusters Score -1.308151e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -13081520.000000 Penalty: 5514.130371
	Iteration 93Q: 3 clusters Score -1.308152e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -13081503.000000 Penalty: 5514.130371
	Iteration 94Q: 3 clusters Score -1.30815e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -13081495.000000 Penalty: 5514.130371
	Iteration 95Q: 3 clusters Score -1.30815e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -13081494.000000 Penalty: 5514.130371
	Iteration 96Q: 3 clusters Score -1.308149e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -13081479.000000 Penalty: 5514.130371
	Iteration 97Q: 3 clusters Score -1.308148e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -13081457.000000 Penalty: 5514.130371
	Iteration 98Q: 3 clusters Score -1.308146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -13081459.000000 Penalty: 5514.130371
	Iteration 99Q: 3 clusters Score -1.308146e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -13081463.000000 Penalty: 5514.130371
	Iteration 100F: 3 clusters Score -1.308146e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -13081465.000000 Penalty: 5514.130371
	Iteration 101Q: 3 clusters Score -1.308146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -13081470.000000 Penalty: 5514.130371
	Iteration 102Q: 3 clusters Score -1.308147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -13081469.000000 Penalty: 5514.130371
	Iteration 103Q: 3 clusters Score -1.308147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -13081465.000000 Penalty: 5514.130371
	Iteration 104Q: 3 clusters Score -1.308146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -13081463.000000 Penalty: 5514.130371
	Iteration 105Q: 3 clusters Score -1.308146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -13081471.000000 Penalty: 5514.130371
	Iteration 106Q: 3 clusters Score -1.308147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -13081474.000000 Penalty: 5514.130371
	Iteration 107Q: 3 clusters Score -1.308147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -13081472.000000 Penalty: 5514.130371
	Iteration 108Q: 3 clusters Score -1.308147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -13081478.000000 Penalty: 5514.130371
	Iteration 109Q: 3 clusters Score -1.308148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -13081480.000000 Penalty: 5514.130371
	Iteration 110Q: 3 clusters Score -1.308148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -13081469.000000 Penalty: 5514.130371
	Iteration 111Q: 3 clusters Score -1.308147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -13081461.000000 Penalty: 5514.130371
	Iteration 112Q: 3 clusters Score -1.308146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -13081462.000000 Penalty: 5514.130371
	Iteration 113Q: 3 clusters Score -1.308146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -13081466.000000 Penalty: 5514.130371
	Iteration 114Q: 3 clusters Score -1.308147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -13081471.000000 Penalty: 5514.130371
	Iteration 115Q: 3 clusters Score -1.308147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -13081466.000000 Penalty: 5514.130371
	Iteration 116Q: 3 clusters Score -1.308147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -13081469.000000 Penalty: 5514.130371
	Iteration 117Q: 3 clusters Score -1.308147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -13081487.000000 Penalty: 5514.130371
	Iteration 118Q: 3 clusters Score -1.308149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -13081482.000000 Penalty: 5514.130371
	Iteration 119Q: 3 clusters Score -1.308148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -13081463.000000 Penalty: 5514.130371
	Iteration 120F: 3 clusters Score -1.308146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -13081469.000000 Penalty: 5514.130371
	Iteration 121Q: 3 clusters Score -1.308147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -13081451.000000 Penalty: 5514.130371
	Iteration 122Q: 3 clusters Score -1.308145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -13081465.000000 Penalty: 5514.130371
	Iteration 123Q: 3 clusters Score -1.308146e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -13081442.000000 Penalty: 5514.130371
	Iteration 124Q: 3 clusters Score -1.308144e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -13081454.000000 Penalty: 5514.130371
	Iteration 125Q: 3 clusters Score -1.308145e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -13081419.000000 Penalty: 5514.130371
	Iteration 126Q: 3 clusters Score -1.308142e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -13081426.000000 Penalty: 5514.130371
	Iteration 127Q: 3 clusters Score -1.308143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -13081426.000000 Penalty: 5514.130371
	Iteration 128Q: 3 clusters Score -1.308143e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -13081421.000000 Penalty: 5514.130371
	Iteration 129Q: 3 clusters Score -1.308142e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -13081394.000000 Penalty: 5514.130371
	Iteration 130Q: 3 clusters Score -1.308139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -13081389.000000 Penalty: 5514.130371
	Iteration 131Q: 3 clusters Score -1.308139e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -13081380.000000 Penalty: 5514.130371
	Iteration 132Q: 3 clusters Score -1.308138e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -13081395.000000 Penalty: 5514.130371
	Iteration 133Q: 3 clusters Score -1.30814e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -13081407.000000 Penalty: 5514.130371
	Iteration 134Q: 3 clusters Score -1.308141e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -13081400.000000 Penalty: 5514.130371
	Iteration 135Q: 3 clusters Score -1.30814e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -13081396.000000 Penalty: 5514.130371
	Iteration 136Q: 3 clusters Score -1.30814e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -13081392.000000 Penalty: 5514.130371
	Iteration 137Q: 3 clusters Score -1.308139e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -13081411.000000 Penalty: 5514.130371
	Iteration 138Q: 3 clusters Score -1.308141e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -13081396.000000 Penalty: 5514.130371
	Iteration 139Q: 3 clusters Score -1.30814e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -13081368.000000 Penalty: 5514.130371
	Iteration 140F: 3 clusters Score -1.308137e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -13081364.000000 Penalty: 5514.130371
	Iteration 141Q: 3 clusters Score -1.308136e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -13081363.000000 Penalty: 5514.130371
	Iteration 142Q: 3 clusters Score -1.308136e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -13081376.000000 Penalty: 5514.130371
	Iteration 143Q: 3 clusters Score -1.308138e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -13081362.000000 Penalty: 5514.130371
	Iteration 144Q: 3 clusters Score -1.308136e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -13081352.000000 Penalty: 5514.130371
	Iteration 145Q: 3 clusters Score -1.308135e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -13081335.000000 Penalty: 5514.130371
	Iteration 146Q: 3 clusters Score -1.308134e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -13081336.000000 Penalty: 5514.130371
	Iteration 147Q: 3 clusters Score -1.308134e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -13081308.000000 Penalty: 5514.130371
	Iteration 148Q: 3 clusters Score -1.308131e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -13081302.000000 Penalty: 5514.130371
	Iteration 149Q: 3 clusters Score -1.30813e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -13081272.000000 Penalty: 5514.130371
	Iteration 150Q: 3 clusters Score -1.308127e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -13081258.000000 Penalty: 5514.130371
	Iteration 151Q: 3 clusters Score -1.308126e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -13081276.000000 Penalty: 5514.130371
	Iteration 152Q: 3 clusters Score -1.308128e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -13081269.000000 Penalty: 5514.130371
	Iteration 153Q: 3 clusters Score -1.308127e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -13081265.000000 Penalty: 5514.130371
	Iteration 154Q: 3 clusters Score -1.308126e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -13081283.000000 Penalty: 5514.130371
	Iteration 155Q: 3 clusters Score -1.308128e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -13081247.000000 Penalty: 5514.130371
	Iteration 156Q: 3 clusters Score -1.308125e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -13081252.000000 Penalty: 5514.130371
	Iteration 157Q: 3 clusters Score -1.308125e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -13081219.000000 Penalty: 5514.130371
	Iteration 158Q: 3 clusters Score -1.308122e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -13081205.000000 Penalty: 5514.130371
	Iteration 159Q: 3 clusters Score -1.30812e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -13081220.000000 Penalty: 5514.130371
	Iteration 160F: 3 clusters Score -1.308122e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -13081209.000000 Penalty: 5514.130371
	Iteration 161Q: 3 clusters Score -1.308121e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -13081200.000000 Penalty: 5514.130371
	Iteration 162Q: 3 clusters Score -1.30812e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -13081198.000000 Penalty: 5514.130371
	Iteration 163Q: 3 clusters Score -1.30812e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -13081175.000000 Penalty: 5514.130371
	Iteration 164Q: 3 clusters Score -1.308118e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -13081161.000000 Penalty: 5514.130371
	Iteration 165Q: 3 clusters Score -1.308116e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -13081168.000000 Penalty: 5514.130371
	Iteration 166Q: 3 clusters Score -1.308117e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -13081134.000000 Penalty: 5514.130371
	Iteration 167Q: 3 clusters Score -1.308113e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -13081069.000000 Penalty: 5514.130371
	Iteration 168Q: 3 clusters Score -1.308107e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -13081104.000000 Penalty: 5514.130371
	Iteration 169Q: 3 clusters Score -1.30811e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -13081096.000000 Penalty: 5514.130371
	Iteration 170Q: 3 clusters Score -1.30811e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -13081139.000000 Penalty: 5514.130371
	Iteration 171Q: 3 clusters Score -1.308114e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -13081140.000000 Penalty: 5514.130371
	Iteration 172Q: 3 clusters Score -1.308114e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -13081130.000000 Penalty: 5514.130371
	Iteration 173Q: 3 clusters Score -1.308113e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -13081165.000000 Penalty: 5514.130371
	Iteration 174Q: 3 clusters Score -1.308116e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -13081159.000000 Penalty: 5514.130371
	Iteration 175Q: 3 clusters Score -1.308116e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -13081140.000000 Penalty: 5514.130371
	Iteration 176Q: 3 clusters Score -1.308114e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -13081154.000000 Penalty: 5514.130371
	Iteration 177Q: 3 clusters Score -1.308115e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -13081158.000000 Penalty: 5514.130371
	Iteration 178Q: 3 clusters Score -1.308116e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -13081142.000000 Penalty: 5514.130371
	Iteration 179Q: 3 clusters Score -1.308114e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -13081147.000000 Penalty: 5514.130371
	Iteration 180F: 3 clusters Score -1.308115e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -13081149.000000 Penalty: 5514.130371
	Iteration 181Q: 3 clusters Score -1.308115e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -13081113.000000 Penalty: 5514.130371
	Iteration 182Q: 3 clusters Score -1.308111e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -13081126.000000 Penalty: 5514.130371
	Iteration 183Q: 3 clusters Score -1.308113e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -13081143.000000 Penalty: 5514.130371
	Iteration 184Q: 3 clusters Score -1.308114e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -13081131.000000 Penalty: 5514.130371
	Iteration 185Q: 3 clusters Score -1.308113e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -13081167.000000 Penalty: 5514.130371
	Iteration 186Q: 3 clusters Score -1.308117e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -13081164.000000 Penalty: 5514.130371
	Iteration 187Q: 3 clusters Score -1.308116e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -13081188.000000 Penalty: 5514.130371
	Iteration 188Q: 3 clusters Score -1.308119e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -13081173.000000 Penalty: 5514.130371
	Iteration 189Q: 3 clusters Score -1.308117e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -13081188.000000 Penalty: 5514.130371
	Iteration 190Q: 3 clusters Score -1.308119e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -13081191.000000 Penalty: 5514.130371
	Iteration 191Q: 3 clusters Score -1.308119e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -13081215.000000 Penalty: 5514.130371
	Iteration 192Q: 3 clusters Score -1.308122e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -13081229.000000 Penalty: 5514.130371
	Iteration 193Q: 3 clusters Score -1.308123e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -13081200.000000 Penalty: 5514.130371
	Iteration 194Q: 3 clusters Score -1.30812e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -13081218.000000 Penalty: 5514.130371
	Iteration 195Q: 3 clusters Score -1.308122e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -13081217.000000 Penalty: 5514.130371
	Iteration 196Q: 3 clusters Score -1.308122e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -13081239.000000 Penalty: 5514.130371
	Iteration 197Q: 3 clusters Score -1.308124e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -13081233.000000 Penalty: 5514.130371
	Iteration 198Q: 3 clusters Score -1.308123e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -13081217.000000 Penalty: 5514.130371
	Iteration 199Q: 3 clusters Score -1.308122e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -13081245.000000 Penalty: 5514.130371
	Iteration 200F: 3 clusters Score -1.308124e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -13081286.000000 Penalty: 5514.130371
	Iteration 201Q: 3 clusters Score -1.308129e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -13081315.000000 Penalty: 5514.130371
	Iteration 202Q: 3 clusters Score -1.308132e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -13081345.000000 Penalty: 5514.130371
	Iteration 203Q: 3 clusters Score -1.308134e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -13081353.000000 Penalty: 5514.130371
	Iteration 204Q: 3 clusters Score -1.308135e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -13081361.000000 Penalty: 5514.130371
	Iteration 205Q: 3 clusters Score -1.308136e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -13081379.000000 Penalty: 5514.130371
	Iteration 206Q: 3 clusters Score -1.308138e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -13081379.000000 Penalty: 5514.130371
	Iteration 207Q: 3 clusters Score -1.308138e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -13081404.000000 Penalty: 5514.130371
	Iteration 208Q: 3 clusters Score -1.30814e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -13081403.000000 Penalty: 5514.130371
	Iteration 209Q: 3 clusters Score -1.30814e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -13081406.000000 Penalty: 5514.130371
	Iteration 210Q: 3 clusters Score -1.308141e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -13081427.000000 Penalty: 5514.130371
	Iteration 211Q: 3 clusters Score -1.308143e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -13081400.000000 Penalty: 5514.130371
	Iteration 212Q: 3 clusters Score -1.30814e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -13081384.000000 Penalty: 5514.130371
	Iteration 213Q: 3 clusters Score -1.308138e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -13081394.000000 Penalty: 5514.130371
	Iteration 214Q: 3 clusters Score -1.308139e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -13081436.000000 Penalty: 5514.130371
	Iteration 215Q: 3 clusters Score -1.308144e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -13081454.000000 Penalty: 5514.130371
	Iteration 216Q: 3 clusters Score -1.308145e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -13081467.000000 Penalty: 5514.130371
	Iteration 217Q: 3 clusters Score -1.308147e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -13081499.000000 Penalty: 5514.130371
	Iteration 218Q: 3 clusters Score -1.30815e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -13081506.000000 Penalty: 5514.130371
	Iteration 219Q: 3 clusters Score -1.308151e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -13081515.000000 Penalty: 5514.130371
	Iteration 220F: 3 clusters Score -1.308152e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -13081534.000000 Penalty: 5514.130371
	Iteration 221Q: 3 clusters Score -1.308153e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -13081542.000000 Penalty: 5514.130371
	Iteration 222Q: 3 clusters Score -1.308154e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -13081544.000000 Penalty: 5514.130371
	Iteration 223Q: 3 clusters Score -1.308154e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -13081526.000000 Penalty: 5514.130371
	Iteration 224Q: 3 clusters Score -1.308153e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -13081527.000000 Penalty: 5514.130371
	Iteration 225Q: 3 clusters Score -1.308153e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -13081535.000000 Penalty: 5514.130371
	Iteration 226Q: 3 clusters Score -1.308154e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -13081524.000000 Penalty: 5514.130371
	Iteration 227Q: 3 clusters Score -1.308152e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -13081526.000000 Penalty: 5514.130371
	Iteration 228Q: 3 clusters Score -1.308153e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -13081542.000000 Penalty: 5514.130371
	Iteration 229Q: 3 clusters Score -1.308154e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -13081552.000000 Penalty: 5514.130371
	Iteration 230Q: 3 clusters Score -1.308155e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -13081567.000000 Penalty: 5514.130371
	Iteration 231Q: 3 clusters Score -1.308157e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -13081585.000000 Penalty: 5514.130371
	Iteration 232Q: 3 clusters Score -1.308158e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -13081622.000000 Penalty: 5514.130371
	Iteration 233Q: 3 clusters Score -1.308162e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -13081648.000000 Penalty: 5514.130371
	Iteration 234Q: 3 clusters Score -1.308165e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -13081617.000000 Penalty: 5514.130371
	Iteration 235Q: 3 clusters Score -1.308162e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -13081635.000000 Penalty: 5514.130371
	Iteration 236Q: 3 clusters Score -1.308164e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -13081621.000000 Penalty: 5514.130371
	Iteration 237Q: 3 clusters Score -1.308162e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -13081633.000000 Penalty: 5514.130371
	Iteration 238Q: 3 clusters Score -1.308163e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -13081675.000000 Penalty: 5514.130371
	Iteration 239Q: 3 clusters Score -1.308168e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -13081672.000000 Penalty: 5514.130371
	Iteration 240F: 3 clusters Score -1.308167e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -13081655.000000 Penalty: 5514.130371
	Iteration 241Q: 3 clusters Score -1.308166e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -13081650.000000 Penalty: 5514.130371
	Iteration 242Q: 3 clusters Score -1.308165e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -13081657.000000 Penalty: 5514.130371
	Iteration 243Q: 3 clusters Score -1.308166e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -13081687.000000 Penalty: 5514.130371
	Iteration 244Q: 3 clusters Score -1.308169e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -13081707.000000 Penalty: 5514.130371
	Iteration 245Q: 3 clusters Score -1.308171e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -13081730.000000 Penalty: 5514.130371
	Iteration 246Q: 3 clusters Score -1.308173e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -13081758.000000 Penalty: 5514.130371
	Iteration 247Q: 3 clusters Score -1.308176e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -13081788.000000 Penalty: 5514.130371
	Iteration 248Q: 3 clusters Score -1.308179e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -13081783.000000 Penalty: 5514.130371
	Iteration 249Q: 3 clusters Score -1.308178e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -13081830.000000 Penalty: 5514.130371
	Iteration 250Q: 3 clusters Score -1.308183e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -13081829.000000 Penalty: 5514.130371
	Iteration 251Q: 3 clusters Score -1.308183e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -13081849.000000 Penalty: 5514.130371
	Iteration 252Q: 3 clusters Score -1.308185e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -13081868.000000 Penalty: 5514.130371
	Iteration 253Q: 3 clusters Score -1.308187e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -13081866.000000 Penalty: 5514.130371
	Iteration 254Q: 3 clusters Score -1.308187e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -13081885.000000 Penalty: 5514.130371
	Iteration 255Q: 3 clusters Score -1.308188e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -13081947.000000 Penalty: 5514.130371
	Iteration 256Q: 3 clusters Score -1.308195e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -13081961.000000 Penalty: 5514.130371
	Iteration 257Q: 3 clusters Score -1.308196e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -13081950.000000 Penalty: 5514.130371
	Iteration 258Q: 3 clusters Score -1.308195e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -13081972.000000 Penalty: 5514.130371
	Iteration 259Q: 3 clusters Score -1.308197e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -13081959.000000 Penalty: 5514.130371
	Iteration 260F: 3 clusters Score -1.308196e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -13081963.000000 Penalty: 5514.130371
	Iteration 261Q: 3 clusters Score -1.308196e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -13081995.000000 Penalty: 5514.130371
	Iteration 262Q: 3 clusters Score -1.3082e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -13081987.000000 Penalty: 5514.130371
	Iteration 263Q: 3 clusters Score -1.308199e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -13081995.000000 Penalty: 5514.130371
	Iteration 264Q: 3 clusters Score -1.3082e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -13082019.000000 Penalty: 5514.130371
	Iteration 265Q: 3 clusters Score -1.308202e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -13082030.000000 Penalty: 5514.130371
	Iteration 266Q: 3 clusters Score -1.308203e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -13082062.000000 Penalty: 5514.130371
	Iteration 267Q: 3 clusters Score -1.308206e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -13082066.000000 Penalty: 5514.130371
	Iteration 268Q: 3 clusters Score -1.308207e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -13082110.000000 Penalty: 5514.130371
	Iteration 269Q: 3 clusters Score -1.308211e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -13082153.000000 Penalty: 5514.130371
	Iteration 270Q: 3 clusters Score -1.308215e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -13082170.000000 Penalty: 5514.130371
	Iteration 271Q: 3 clusters Score -1.308217e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -13082197.000000 Penalty: 5514.130371
	Iteration 272Q: 3 clusters Score -1.30822e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -13082201.000000 Penalty: 5514.130371
	Iteration 273Q: 3 clusters Score -1.30822e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -13082193.000000 Penalty: 5514.130371
	Iteration 274Q: 3 clusters Score -1.308219e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -13082207.000000 Penalty: 5514.130371
	Iteration 275Q: 3 clusters Score -1.308221e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -13082225.000000 Penalty: 5514.130371
	Iteration 276Q: 3 clusters Score -1.308222e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -13082222.000000 Penalty: 5514.130371
	Iteration 277Q: 3 clusters Score -1.308222e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -13082253.000000 Penalty: 5514.130371
	Iteration 278Q: 3 clusters Score -1.308225e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -13082254.000000 Penalty: 5514.130371
	Iteration 279Q: 3 clusters Score -1.308225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -13082269.000000 Penalty: 5514.130371
	Iteration 280F: 3 clusters Score -1.308227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -13082294.000000 Penalty: 5514.130371
	Iteration 281Q: 3 clusters Score -1.308229e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -13082288.000000 Penalty: 5514.130371
	Iteration 282Q: 3 clusters Score -1.308229e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -13082280.000000 Penalty: 5514.130371
	Iteration 283Q: 3 clusters Score -1.308228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -13082267.000000 Penalty: 5514.130371
	Iteration 284Q: 3 clusters Score -1.308227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -13082261.000000 Penalty: 5514.130371
	Iteration 285Q: 3 clusters Score -1.308226e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -13082236.000000 Penalty: 5514.130371
	Iteration 286Q: 3 clusters Score -1.308224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -13082234.000000 Penalty: 5514.130371
	Iteration 287Q: 3 clusters Score -1.308223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -13082231.000000 Penalty: 5514.130371
	Iteration 288Q: 3 clusters Score -1.308223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -13082227.000000 Penalty: 5514.130371
	Iteration 289Q: 3 clusters Score -1.308223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -13082224.000000 Penalty: 5514.130371
	Iteration 290Q: 3 clusters Score -1.308222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -13082209.000000 Penalty: 5514.130371
	Iteration 291Q: 3 clusters Score -1.308221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -13082232.000000 Penalty: 5514.130371
	Iteration 292Q: 3 clusters Score -1.308223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -13082210.000000 Penalty: 5514.130371
	Iteration 293Q: 3 clusters Score -1.308221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -13082230.000000 Penalty: 5514.130371
	Iteration 294Q: 3 clusters Score -1.308223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -13082236.000000 Penalty: 5514.130371
	Iteration 295Q: 3 clusters Score -1.308224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -13082226.000000 Penalty: 5514.130371
	Iteration 296Q: 3 clusters Score -1.308223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -13082229.000000 Penalty: 5514.130371
	Iteration 297Q: 3 clusters Score -1.308223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -13082232.000000 Penalty: 5514.130371
	Iteration 298Q: 3 clusters Score -1.308223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -13082235.000000 Penalty: 5514.130371
	Iteration 299Q: 3 clusters Score -1.308224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -13082230.000000 Penalty: 5514.130371
	Iteration 300F: 3 clusters Score -1.308223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -13082233.000000 Penalty: 5514.130371
	Iteration 301Q: 3 clusters Score -1.308223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -13082225.000000 Penalty: 5514.130371
	Iteration 302Q: 3 clusters Score -1.308222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -13082231.000000 Penalty: 5514.130371
	Iteration 303Q: 3 clusters Score -1.308223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -13082251.000000 Penalty: 5514.130371
	Iteration 304Q: 3 clusters Score -1.308225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -13082237.000000 Penalty: 5514.130371
	Iteration 305Q: 3 clusters Score -1.308224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -13082236.000000 Penalty: 5514.130371
	Iteration 306Q: 3 clusters Score -1.308224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -13082240.000000 Penalty: 5514.130371
	Iteration 307Q: 3 clusters Score -1.308224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -13082239.000000 Penalty: 5514.130371
	Iteration 308Q: 3 clusters Score -1.308224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -13082229.000000 Penalty: 5514.130371
	Iteration 309Q: 3 clusters Score -1.308223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13082230.000000 Penalty: 5514.130371
	Iteration 310Q: 3 clusters Score -1.308223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -13082240.000000 Penalty: 5514.130371
	Iteration 311Q: 3 clusters Score -1.308224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -13082242.000000 Penalty: 5514.130371
	Iteration 312Q: 3 clusters Score -1.308224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -13082220.000000 Penalty: 5514.130371
	Iteration 313Q: 3 clusters Score -1.308222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -13082223.000000 Penalty: 5514.130371
	Iteration 314Q: 3 clusters Score -1.308222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -13082230.000000 Penalty: 5514.130371
	Iteration 315Q: 3 clusters Score -1.308223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -13082238.000000 Penalty: 5514.130371
	Iteration 316Q: 3 clusters Score -1.308224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -13082234.000000 Penalty: 5514.130371
	Iteration 317Q: 3 clusters Score -1.308223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -13082234.000000 Penalty: 5514.130371
	Iteration 318F: 3 clusters Score -1.308223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 30042 members 
Mstep: Class 28 contains 31183 members 
Mstep: Class 29 contains 32695 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 36972 members 
Mstep: Class 53 contains 2791 members 
Mstep: Class 54 contains 21575 members 
Mstep: Class 55 contains 34307 members 
Mstep: Class 56 contains 34624 members 
Entering Unmasked Estep 
Score: -161150880.000000 Penalty: 189428.875000
Splitting cluster 29 changes total score from -161014224.000000 to -161150880.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 30 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -1119332.375000 Penalty: 2155.529297
	Iteration 0F: 2 clusters Score -1119332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1114277.750000 Penalty: 4311.058594
	Iteration 0F: 3 clusters Score -1114278 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1115789.375000 Penalty: 4311.058594
	Iteration 1F: 3 clusters Score -1115789 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1116403.750000 Penalty: 4311.058594
	Iteration 2F: 3 clusters Score -1116404 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1117124.625000 Penalty: 4311.058594
	Iteration 3F: 3 clusters Score -1117125 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1117903.250000 Penalty: 4311.058594
	Iteration 4F: 3 clusters Score -1117903 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1118514.625000 Penalty: 4311.058594
	Iteration 5F: 3 clusters Score -1118515 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1118974.875000 Penalty: 4311.058594
	Iteration 6F: 3 clusters Score -1118975 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1119318.250000 Penalty: 4311.058594
	Iteration 7Q: 3 clusters Score -1119318 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1119507.875000 Penalty: 4311.058594
	Iteration 8Q: 3 clusters Score -1119508 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1119619.250000 Penalty: 4311.058594
	Iteration 9Q: 3 clusters Score -1119619 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1119692.375000 Penalty: 4311.058594
	Iteration 10Q: 3 clusters Score -1119692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1119725.875000 Penalty: 4311.058594
	Iteration 11Q: 3 clusters Score -1119726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1119751.500000 Penalty: 4311.058594
	Iteration 12Q: 3 clusters Score -1119752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1119778.375000 Penalty: 4311.058594
	Iteration 13Q: 3 clusters Score -1119778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1119796.500000 Penalty: 4311.058594
	Iteration 14Q: 3 clusters Score -1119796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1119809.875000 Penalty: 4311.058594
	Iteration 15Q: 3 clusters Score -1119810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1119820.250000 Penalty: 4311.058594
	Iteration 16Q: 3 clusters Score -1119820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1119828.625000 Penalty: 4311.058594
	Iteration 17Q: 3 clusters Score -1119829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1119837.125000 Penalty: 4311.058594
	Iteration 18Q: 3 clusters Score -1119837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1119844.125000 Penalty: 4311.058594
	Iteration 19Q: 3 clusters Score -1119844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1119848.125000 Penalty: 4311.058594
	Iteration 20F: 3 clusters Score -1119848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1119857.750000 Penalty: 4311.058594
	Iteration 21Q: 3 clusters Score -1119858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1119857.375000 Penalty: 4311.058594
	Iteration 22Q: 3 clusters Score -1119857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1119860.625000 Penalty: 4311.058594
	Iteration 23Q: 3 clusters Score -1119861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1119865.375000 Penalty: 4311.058594
	Iteration 24Q: 3 clusters Score -1119865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1119867.000000 Penalty: 4311.058594
	Iteration 25Q: 3 clusters Score -1119867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1119870.000000 Penalty: 4311.058594
	Iteration 26Q: 3 clusters Score -1119870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1119872.875000 Penalty: 4311.058594
	Iteration 27Q: 3 clusters Score -1119873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1119874.500000 Penalty: 4311.058594
	Iteration 28Q: 3 clusters Score -1119874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1119876.500000 Penalty: 4311.058594
	Iteration 29Q: 3 clusters Score -1119876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1119879.875000 Penalty: 4311.058594
	Iteration 30Q: 3 clusters Score -1119880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1119883.250000 Penalty: 4311.058594
	Iteration 31Q: 3 clusters Score -1119883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1119888.000000 Penalty: 4311.058594
	Iteration 32Q: 3 clusters Score -1119888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1119888.375000 Penalty: 4311.058594
	Iteration 33Q: 3 clusters Score -1119888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1119891.750000 Penalty: 4311.058594
	Iteration 34Q: 3 clusters Score -1119892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1119891.375000 Penalty: 4311.058594
	Iteration 35Q: 3 clusters Score -1119891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1119891.250000 Penalty: 4311.058594
	Iteration 36Q: 3 clusters Score -1119891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1119890.625000 Penalty: 4311.058594
	Iteration 37Q: 3 clusters Score -1119891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1119892.875000 Penalty: 4311.058594
	Iteration 38Q: 3 clusters Score -1119893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1119892.500000 Penalty: 4311.058594
	Iteration 39Q: 3 clusters Score -1119892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1119892.750000 Penalty: 4311.058594
	Iteration 40F: 3 clusters Score -1119893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 30042 members 
Mstep: Class 28 contains 31183 members 
Mstep: Class 29 contains 32695 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 36972 members 
Mstep: Class 53 contains 2791 members 
Mstep: Class 54 contains 21575 members 
Mstep: Class 55 contains 34307 members 
Mstep: Class 56 contains 34624 members 
Mstep: Class 57 contains 2402 members 
Entering Unmasked Estep 
Score: -161150304.000000 Penalty: 192811.531250
Splitting cluster 30 changes total score from -161014224.000000 to -161150304.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 31 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -49385.992188 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -49385.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48307.414062 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -48307.41 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48923.738281 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -48923.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49276.019531 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -49276.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49754.054688 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -49754.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50019.714844 Penalty: 3136.882080
	Iteration 4F: 3 clusters Score -50019.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50287.324219 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -50287.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50336.980469 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -50336.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50372.875000 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -50372.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50419.777344 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -50419.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50458.289062 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -50458.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50462.980469 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -50462.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50482.117188 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -50482.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50499.074219 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -50499.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50517.953125 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -50517.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50536.148438 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -50536.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50538.046875 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -50538.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50542.019531 Penalty: 3136.882080
	Iteration 16Q: 3 clusters Score -50542.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50546.406250 Penalty: 3136.882080
	Iteration 17Q: 3 clusters Score -50546.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50552.773438 Penalty: 3136.882080
	Iteration 18Q: 3 clusters Score -50552.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50560.515625 Penalty: 3136.882080
	Iteration 19Q: 3 clusters Score -50560.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50562.039062 Penalty: 3136.882080
	Iteration 20F: 3 clusters Score -50562.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50582.679688 Penalty: 3136.882080
	Iteration 21Q: 3 clusters Score -50582.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50597.582031 Penalty: 3136.882080
	Iteration 22Q: 3 clusters Score -50597.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50662.546875 Penalty: 3136.882080
	Iteration 23Q: 3 clusters Score -50662.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50682.808594 Penalty: 3136.882080
	Iteration 24Q: 3 clusters Score -50682.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50695.277344 Penalty: 3136.882080
	Iteration 25Q: 3 clusters Score -50695.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50730.671875 Penalty: 3136.882080
	Iteration 26Q: 3 clusters Score -50730.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50736.292969 Penalty: 3136.882080
	Iteration 27Q: 3 clusters Score -50736.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50742.718750 Penalty: 3136.882080
	Iteration 28Q: 3 clusters Score -50742.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -50742.718750 Penalty: 3136.882080
	Iteration 29F: 3 clusters Score -50742.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 30042 members 
Mstep: Class 28 contains 31183 members 
Mstep: Class 29 contains 32695 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 235 members 
Mstep: Class 32 contains 53068 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 36972 members 
Mstep: Class 53 contains 2791 members 
Mstep: Class 54 contains 21575 members 
Mstep: Class 55 contains 34307 members 
Mstep: Class 56 contains 34624 members 
Mstep: Class 57 contains 2402 members 
Mstep: Class 58 contains 323 members 
Entering Unmasked Estep 
Score: -161149792.000000 Penalty: 196194.187500
Splitting cluster 31 changes total score from -161014224.000000 to -161149792.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 32 (53068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Entering Unmasked Estep 
Score: -10901542.000000 Penalty: 2698.073730
	Iteration 0F: 2 clusters Score -1.090154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -10901067.000000 Penalty: 5396.147461
	Iteration 0F: 3 clusters Score -1.090107e+07 nChanged 24800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -10915441.000000 Penalty: 5396.147461
	Iteration 1F: 3 clusters Score -1.091544e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -10916738.000000 Penalty: 5396.147461
	Iteration 2F: 3 clusters Score -1.091674e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -10918123.000000 Penalty: 5396.147461
	Iteration 3F: 3 clusters Score -1.091812e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -10919537.000000 Penalty: 5396.147461
	Iteration 4F: 3 clusters Score -1.091954e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -10920922.000000 Penalty: 5396.147461
	Iteration 5F: 3 clusters Score -1.092092e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -10922159.000000 Penalty: 5396.147461
	Iteration 6F: 3 clusters Score -1.092216e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -10923238.000000 Penalty: 5396.147461
	Iteration 7F: 3 clusters Score -1.092324e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -10924093.000000 Penalty: 5396.147461
	Iteration 8F: 3 clusters Score -1.092409e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -10924524.000000 Penalty: 5396.147461
	Iteration 9Q: 3 clusters Score -1.092452e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -10924764.000000 Penalty: 5396.147461
	Iteration 10Q: 3 clusters Score -1.092476e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -10925027.000000 Penalty: 5396.147461
	Iteration 11Q: 3 clusters Score -1.092503e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -10925217.000000 Penalty: 5396.147461
	Iteration 12Q: 3 clusters Score -1.092522e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -10925376.000000 Penalty: 5396.147461
	Iteration 13Q: 3 clusters Score -1.092538e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -10925454.000000 Penalty: 5396.147461
	Iteration 14Q: 3 clusters Score -1.092545e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -10925525.000000 Penalty: 5396.147461
	Iteration 15Q: 3 clusters Score -1.092552e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -10925598.000000 Penalty: 5396.147461
	Iteration 16Q: 3 clusters Score -1.09256e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -10925584.000000 Penalty: 5396.147461
	Iteration 17Q: 3 clusters Score -1.092558e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -10925630.000000 Penalty: 5396.147461
	Iteration 18Q: 3 clusters Score -1.092563e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -10925642.000000 Penalty: 5396.147461
	Iteration 19Q: 3 clusters Score -1.092564e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -10925655.000000 Penalty: 5396.147461
	Iteration 20F: 3 clusters Score -1.092566e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -10925669.000000 Penalty: 5396.147461
	Iteration 21Q: 3 clusters Score -1.092567e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -10925691.000000 Penalty: 5396.147461
	Iteration 22Q: 3 clusters Score -1.092569e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -10925727.000000 Penalty: 5396.147461
	Iteration 23Q: 3 clusters Score -1.092573e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -10925749.000000 Penalty: 5396.147461
	Iteration 24Q: 3 clusters Score -1.092575e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -10925775.000000 Penalty: 5396.147461
	Iteration 25Q: 3 clusters Score -1.092578e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -10925802.000000 Penalty: 5396.147461
	Iteration 26Q: 3 clusters Score -1.09258e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -10925796.000000 Penalty: 5396.147461
	Iteration 27Q: 3 clusters Score -1.09258e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -10925821.000000 Penalty: 5396.147461
	Iteration 28Q: 3 clusters Score -1.092582e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -10925809.000000 Penalty: 5396.147461
	Iteration 29Q: 3 clusters Score -1.092581e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -10925815.000000 Penalty: 5396.147461
	Iteration 30Q: 3 clusters Score -1.092582e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -10925838.000000 Penalty: 5396.147461
	Iteration 31Q: 3 clusters Score -1.092584e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -10925836.000000 Penalty: 5396.147461
	Iteration 32Q: 3 clusters Score -1.092584e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -10925836.000000 Penalty: 5396.147461
	Iteration 33Q: 3 clusters Score -1.092584e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -10925915.000000 Penalty: 5396.147461
	Iteration 34Q: 3 clusters Score -1.092592e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -10925923.000000 Penalty: 5396.147461
	Iteration 35Q: 3 clusters Score -1.092592e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -10925917.000000 Penalty: 5396.147461
	Iteration 36Q: 3 clusters Score -1.092592e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -10925933.000000 Penalty: 5396.147461
	Iteration 37Q: 3 clusters Score -1.092593e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -10925939.000000 Penalty: 5396.147461
	Iteration 38Q: 3 clusters Score -1.092594e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -10925958.000000 Penalty: 5396.147461
	Iteration 39Q: 3 clusters Score -1.092596e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -10925956.000000 Penalty: 5396.147461
	Iteration 40F: 3 clusters Score -1.092596e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -10925959.000000 Penalty: 5396.147461
	Iteration 41Q: 3 clusters Score -1.092596e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -10925961.000000 Penalty: 5396.147461
	Iteration 42Q: 3 clusters Score -1.092596e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -10925995.000000 Penalty: 5396.147461
	Iteration 43Q: 3 clusters Score -1.0926e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -10925992.000000 Penalty: 5396.147461
	Iteration 44Q: 3 clusters Score -1.092599e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -10925967.000000 Penalty: 5396.147461
	Iteration 45Q: 3 clusters Score -1.092597e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -10925992.000000 Penalty: 5396.147461
	Iteration 46Q: 3 clusters Score -1.092599e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -10926031.000000 Penalty: 5396.147461
	Iteration 47Q: 3 clusters Score -1.092603e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -10926019.000000 Penalty: 5396.147461
	Iteration 48Q: 3 clusters Score -1.092602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -10926023.000000 Penalty: 5396.147461
	Iteration 49Q: 3 clusters Score -1.092602e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -10926022.000000 Penalty: 5396.147461
	Iteration 50Q: 3 clusters Score -1.092602e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -10926037.000000 Penalty: 5396.147461
	Iteration 51Q: 3 clusters Score -1.092604e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -10926020.000000 Penalty: 5396.147461
	Iteration 52Q: 3 clusters Score -1.092602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -10926008.000000 Penalty: 5396.147461
	Iteration 53Q: 3 clusters Score -1.092601e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -10926017.000000 Penalty: 5396.147461
	Iteration 54Q: 3 clusters Score -1.092602e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -10926017.000000 Penalty: 5396.147461
	Iteration 55Q: 3 clusters Score -1.092602e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -10926022.000000 Penalty: 5396.147461
	Iteration 56Q: 3 clusters Score -1.092602e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -10926040.000000 Penalty: 5396.147461
	Iteration 57Q: 3 clusters Score -1.092604e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -10926030.000000 Penalty: 5396.147461
	Iteration 58Q: 3 clusters Score -1.092603e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -10926020.000000 Penalty: 5396.147461
	Iteration 59Q: 3 clusters Score -1.092602e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -10926019.000000 Penalty: 5396.147461
	Iteration 60F: 3 clusters Score -1.092602e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -10926014.000000 Penalty: 5396.147461
	Iteration 61Q: 3 clusters Score -1.092601e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -10926010.000000 Penalty: 5396.147461
	Iteration 62Q: 3 clusters Score -1.092601e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -10926019.000000 Penalty: 5396.147461
	Iteration 63Q: 3 clusters Score -1.092602e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -10926025.000000 Penalty: 5396.147461
	Iteration 64Q: 3 clusters Score -1.092602e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -10926019.000000 Penalty: 5396.147461
	Iteration 65Q: 3 clusters Score -1.092602e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -10926014.000000 Penalty: 5396.147461
	Iteration 66Q: 3 clusters Score -1.092601e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -10926033.000000 Penalty: 5396.147461
	Iteration 67Q: 3 clusters Score -1.092603e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -10926040.000000 Penalty: 5396.147461
	Iteration 68Q: 3 clusters Score -1.092604e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -10926038.000000 Penalty: 5396.147461
	Iteration 69Q: 3 clusters Score -1.092604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -10926054.000000 Penalty: 5396.147461
	Iteration 70Q: 3 clusters Score -1.092605e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -10926043.000000 Penalty: 5396.147461
	Iteration 71Q: 3 clusters Score -1.092604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -10926017.000000 Penalty: 5396.147461
	Iteration 72Q: 3 clusters Score -1.092602e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -10926021.000000 Penalty: 5396.147461
	Iteration 73Q: 3 clusters Score -1.092602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -10926016.000000 Penalty: 5396.147461
	Iteration 74Q: 3 clusters Score -1.092602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -10926027.000000 Penalty: 5396.147461
	Iteration 75Q: 3 clusters Score -1.092603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -10926026.000000 Penalty: 5396.147461
	Iteration 76Q: 3 clusters Score -1.092603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -10926047.000000 Penalty: 5396.147461
	Iteration 77Q: 3 clusters Score -1.092605e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -10926033.000000 Penalty: 5396.147461
	Iteration 78Q: 3 clusters Score -1.092603e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -10926060.000000 Penalty: 5396.147461
	Iteration 79Q: 3 clusters Score -1.092606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -10926062.000000 Penalty: 5396.147461
	Iteration 80F: 3 clusters Score -1.092606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -10926063.000000 Penalty: 5396.147461
	Iteration 81Q: 3 clusters Score -1.092606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -10926068.000000 Penalty: 5396.147461
	Iteration 82Q: 3 clusters Score -1.092607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -10926057.000000 Penalty: 5396.147461
	Iteration 83Q: 3 clusters Score -1.092606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -10926054.000000 Penalty: 5396.147461
	Iteration 84Q: 3 clusters Score -1.092605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -10926058.000000 Penalty: 5396.147461
	Iteration 85Q: 3 clusters Score -1.092606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -10926051.000000 Penalty: 5396.147461
	Iteration 86Q: 3 clusters Score -1.092605e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -10926052.000000 Penalty: 5396.147461
	Iteration 87Q: 3 clusters Score -1.092605e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -10926049.000000 Penalty: 5396.147461
	Iteration 88Q: 3 clusters Score -1.092605e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -10926058.000000 Penalty: 5396.147461
	Iteration 89Q: 3 clusters Score -1.092606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -10926068.000000 Penalty: 5396.147461
	Iteration 90Q: 3 clusters Score -1.092607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -10926046.000000 Penalty: 5396.147461
	Iteration 91Q: 3 clusters Score -1.092605e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -10926052.000000 Penalty: 5396.147461
	Iteration 92Q: 3 clusters Score -1.092605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -10926069.000000 Penalty: 5396.147461
	Iteration 93Q: 3 clusters Score -1.092607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -10926054.000000 Penalty: 5396.147461
	Iteration 94Q: 3 clusters Score -1.092605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -10926060.000000 Penalty: 5396.147461
	Iteration 95Q: 3 clusters Score -1.092606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -10926036.000000 Penalty: 5396.147461
	Iteration 96Q: 3 clusters Score -1.092604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -10926045.000000 Penalty: 5396.147461
	Iteration 97Q: 3 clusters Score -1.092604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -10926040.000000 Penalty: 5396.147461
	Iteration 98Q: 3 clusters Score -1.092604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -10926045.000000 Penalty: 5396.147461
	Iteration 99Q: 3 clusters Score -1.092604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -10926041.000000 Penalty: 5396.147461
	Iteration 100F: 3 clusters Score -1.092604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -10926047.000000 Penalty: 5396.147461
	Iteration 101Q: 3 clusters Score -1.092605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -10926036.000000 Penalty: 5396.147461
	Iteration 102Q: 3 clusters Score -1.092604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -10926046.000000 Penalty: 5396.147461
	Iteration 103Q: 3 clusters Score -1.092605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -10926059.000000 Penalty: 5396.147461
	Iteration 104Q: 3 clusters Score -1.092606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -10926059.000000 Penalty: 5396.147461
	Iteration 105Q: 3 clusters Score -1.092606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -10926053.000000 Penalty: 5396.147461
	Iteration 106Q: 3 clusters Score -1.092605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -10926042.000000 Penalty: 5396.147461
	Iteration 107Q: 3 clusters Score -1.092604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -10926038.000000 Penalty: 5396.147461
	Iteration 108Q: 3 clusters Score -1.092604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -10926039.000000 Penalty: 5396.147461
	Iteration 109Q: 3 clusters Score -1.092604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -10926043.000000 Penalty: 5396.147461
	Iteration 110Q: 3 clusters Score -1.092604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -10926030.000000 Penalty: 5396.147461
	Iteration 111Q: 3 clusters Score -1.092603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -10926040.000000 Penalty: 5396.147461
	Iteration 112Q: 3 clusters Score -1.092604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -10926044.000000 Penalty: 5396.147461
	Iteration 113Q: 3 clusters Score -1.092604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -10926048.000000 Penalty: 5396.147461
	Iteration 114Q: 3 clusters Score -1.092605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -10926041.000000 Penalty: 5396.147461
	Iteration 115Q: 3 clusters Score -1.092604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -10926038.000000 Penalty: 5396.147461
	Iteration 116Q: 3 clusters Score -1.092604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -10926036.000000 Penalty: 5396.147461
	Iteration 117Q: 3 clusters Score -1.092604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -10926043.000000 Penalty: 5396.147461
	Iteration 118Q: 3 clusters Score -1.092604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -10926038.000000 Penalty: 5396.147461
	Iteration 119Q: 3 clusters Score -1.092604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -10926047.000000 Penalty: 5396.147461
	Iteration 120F: 3 clusters Score -1.092605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -10926037.000000 Penalty: 5396.147461
	Iteration 121Q: 3 clusters Score -1.092604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -10926042.000000 Penalty: 5396.147461
	Iteration 122Q: 3 clusters Score -1.092604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -10926043.000000 Penalty: 5396.147461
	Iteration 123Q: 3 clusters Score -1.092604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -10926043.000000 Penalty: 5396.147461
	Iteration 124Q: 3 clusters Score -1.092604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -10926063.000000 Penalty: 5396.147461
	Iteration 125Q: 3 clusters Score -1.092606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -10926084.000000 Penalty: 5396.147461
	Iteration 126Q: 3 clusters Score -1.092608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -10926073.000000 Penalty: 5396.147461
	Iteration 127Q: 3 clusters Score -1.092607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -10926087.000000 Penalty: 5396.147461
	Iteration 128Q: 3 clusters Score -1.092609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -10926092.000000 Penalty: 5396.147461
	Iteration 129Q: 3 clusters Score -1.092609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -10926080.000000 Penalty: 5396.147461
	Iteration 130Q: 3 clusters Score -1.092608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -10926083.000000 Penalty: 5396.147461
	Iteration 131Q: 3 clusters Score -1.092608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -10926073.000000 Penalty: 5396.147461
	Iteration 132Q: 3 clusters Score -1.092607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -10926084.000000 Penalty: 5396.147461
	Iteration 133Q: 3 clusters Score -1.092608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -10926074.000000 Penalty: 5396.147461
	Iteration 134Q: 3 clusters Score -1.092607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -10926089.000000 Penalty: 5396.147461
	Iteration 135Q: 3 clusters Score -1.092609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -10926086.000000 Penalty: 5396.147461
	Iteration 136Q: 3 clusters Score -1.092609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -10926074.000000 Penalty: 5396.147461
	Iteration 137Q: 3 clusters Score -1.092607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -10926073.000000 Penalty: 5396.147461
	Iteration 138Q: 3 clusters Score -1.092607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -10926081.000000 Penalty: 5396.147461
	Iteration 139Q: 3 clusters Score -1.092608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -10926089.000000 Penalty: 5396.147461
	Iteration 140F: 3 clusters Score -1.092609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -10926081.000000 Penalty: 5396.147461
	Iteration 141Q: 3 clusters Score -1.092608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -10926076.000000 Penalty: 5396.147461
	Iteration 142Q: 3 clusters Score -1.092608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -10926082.000000 Penalty: 5396.147461
	Iteration 143Q: 3 clusters Score -1.092608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -10926077.000000 Penalty: 5396.147461
	Iteration 144Q: 3 clusters Score -1.092608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -10926084.000000 Penalty: 5396.147461
	Iteration 145Q: 3 clusters Score -1.092608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -10926090.000000 Penalty: 5396.147461
	Iteration 146Q: 3 clusters Score -1.092609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -10926082.000000 Penalty: 5396.147461
	Iteration 147Q: 3 clusters Score -1.092608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -10926081.000000 Penalty: 5396.147461
	Iteration 148Q: 3 clusters Score -1.092608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -10926086.000000 Penalty: 5396.147461
	Iteration 149Q: 3 clusters Score -1.092609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -10926082.000000 Penalty: 5396.147461
	Iteration 150Q: 3 clusters Score -1.092608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -10926082.000000 Penalty: 5396.147461
	Iteration 151Q: 3 clusters Score -1.092608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -10926086.000000 Penalty: 5396.147461
	Iteration 152Q: 3 clusters Score -1.092609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -10926077.000000 Penalty: 5396.147461
	Iteration 153Q: 3 clusters Score -1.092608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -10926092.000000 Penalty: 5396.147461
	Iteration 154Q: 3 clusters Score -1.092609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -10926085.000000 Penalty: 5396.147461
	Iteration 155Q: 3 clusters Score -1.092608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -10926105.000000 Penalty: 5396.147461
	Iteration 156Q: 3 clusters Score -1.09261e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -10926119.000000 Penalty: 5396.147461
	Iteration 157Q: 3 clusters Score -1.092612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -10926109.000000 Penalty: 5396.147461
	Iteration 158Q: 3 clusters Score -1.092611e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.09261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -10926102.000000 Penalty: 5396.147461
	Iteration 160F: 3 clusters Score -1.09261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -10926117.000000 Penalty: 5396.147461
	Iteration 161Q: 3 clusters Score -1.092612e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -10926125.000000 Penalty: 5396.147461
	Iteration 162Q: 3 clusters Score -1.092612e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -10926124.000000 Penalty: 5396.147461
	Iteration 163Q: 3 clusters Score -1.092612e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -10926115.000000 Penalty: 5396.147461
	Iteration 164Q: 3 clusters Score -1.092612e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -10926106.000000 Penalty: 5396.147461
	Iteration 165Q: 3 clusters Score -1.092611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -10926111.000000 Penalty: 5396.147461
	Iteration 166Q: 3 clusters Score -1.092611e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.092612e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -10926117.000000 Penalty: 5396.147461
	Iteration 168Q: 3 clusters Score -1.092612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -10926109.000000 Penalty: 5396.147461
	Iteration 169Q: 3 clusters Score -1.092611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -10926119.000000 Penalty: 5396.147461
	Iteration 170Q: 3 clusters Score -1.092612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -10926116.000000 Penalty: 5396.147461
	Iteration 171Q: 3 clusters Score -1.092612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -10926111.000000 Penalty: 5396.147461
	Iteration 172Q: 3 clusters Score -1.092611e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.092612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -10926108.000000 Penalty: 5396.147461
	Iteration 174Q: 3 clusters Score -1.092611e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -10926112.000000 Penalty: 5396.147461
	Iteration 175Q: 3 clusters Score -1.092611e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -10926106.000000 Penalty: 5396.147461
	Iteration 176Q: 3 clusters Score -1.092611e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -10926108.000000 Penalty: 5396.147461
	Iteration 177Q: 3 clusters Score -1.092611e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -10926112.000000 Penalty: 5396.147461
	Iteration 178Q: 3 clusters Score -1.092611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -10926107.000000 Penalty: 5396.147461
	Iteration 179Q: 3 clusters Score -1.092611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -10926110.000000 Penalty: 5396.147461
	Iteration 180F: 3 clusters Score -1.092611e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -10926115.000000 Penalty: 5396.147461
	Iteration 181Q: 3 clusters Score -1.092612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -10926111.000000 Penalty: 5396.147461
	Iteration 182Q: 3 clusters Score -1.092611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -10926106.000000 Penalty: 5396.147461
	Iteration 183Q: 3 clusters Score -1.092611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -10926106.000000 Penalty: 5396.147461
	Iteration 184F: 3 clusters Score -1.092611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 30042 members 
Mstep: Class 28 contains 31183 members 
Mstep: Class 29 contains 32695 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 235 members 
Mstep: Class 32 contains 27332 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 802 members 
Mstep: Class 41 contains 29654 members 
Mstep: Class 42 contains 26295 members 
Mstep: Class 43 contains 34851 members 
Mstep: Class 44 contains 69303 members 
Mstep: Class 45 contains 453 members 
Mstep: Class 46 contains 22677 members 
Mstep: Class 47 contains 2215 members 
Mstep: Class 48 contains 49784 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 2606 members 
Mstep: Class 51 contains 247 members 
Mstep: Class 52 contains 36972 members 
Mstep: Class 53 contains 2791 members 
Mstep: Class 54 contains 21575 members 
Mstep: Class 55 contains 34307 members 
Mstep: Class 56 contains 34624 members 
Mstep: Class 57 contains 2402 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 25736 members 
Entering Unmasked Estep 
Score: -161174736.000000 Penalty: 199576.843750
Splitting cluster 32 changes total score from -161014224.000000 to -161174736.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 33 (39323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Entering Unmasked Estep 
Score: -7762377.500000 Penalty: 2623.732178
	Iteration 0F: 2 clusters Score -7762378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7739804.500000 Penalty: 5247.464355
	Iteration 0F: 3 clusters Score -7739804 nChanged 18033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -7750014.500000 Penalty: 5247.464355
	Iteration 1F: 3 clusters Score -7750014 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -7750976.500000 Penalty: 5247.464355
	Iteration 2F: 3 clusters Score -7750976 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -7752421.000000 Penalty: 5247.464355
	Iteration 3F: 3 clusters Score -7752421 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -7754198.000000 Penalty: 5247.464355
	Iteration 4F: 3 clusters Score -7754198 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -7756198.000000 Penalty: 5247.464355
	Iteration 5F: 3 clusters Score -7756198 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -7757818.000000 Penalty: 5247.464355
	Iteration 6F: 3 clusters Score -7757818 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -7758937.500000 Penalty: 5247.464355
	Iteration 7F: 3 clusters Score -7758938 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -7759802.000000 Penalty: 5247.464355
	Iteration 8Q: 3 clusters Score -7759802 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -7760394.000000 Penalty: 5247.464355
	Iteration 9Q: 3 clusters Score -7760394 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -7760779.000000 Penalty: 5247.464355
	Iteration 10Q: 3 clusters Score -7760779 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -7761057.000000 Penalty: 5247.464355
	Iteration 11Q: 3 clusters Score -7761057 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -7761243.500000 Penalty: 5247.464355
	Iteration 12Q: 3 clusters Score -7761244 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -7761425.500000 Penalty: 5247.464355
	Iteration 13Q: 3 clusters Score -7761426 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -7761499.000000 Penalty: 5247.464355
	Iteration 14Q: 3 clusters Score -7761499 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7761549.500000 Penalty: 5247.464355
	Iteration 15Q: 3 clusters Score -7761550 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7761481.000000 Penalty: 5247.464355
	Iteration 16Q: 3 clusters Score -7761481 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7761543.000000 Penalty: 5247.464355
	Iteration 17Q: 3 clusters Score -7761543 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7761611.500000 Penalty: 5247.464355
	Iteration 18Q: 3 clusters Score -7761612 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7761608.000000 Penalty: 5247.464355
	Iteration 19Q: 3 clusters Score -7761608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7761653.000000 Penalty: 5247.464355
	Iteration 20F: 3 clusters Score -7761653 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7761666.000000 Penalty: 5247.464355
	Iteration 21Q: 3 clusters Score -7761666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7761704.500000 Penalty: 5247.464355
	Iteration 22Q: 3 clusters Score -7761704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7761705.000000 Penalty: 5247.464355
	Iteration 23Q: 3 clusters Score -7761705 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7761713.000000 Penalty: 5247.464355
	Iteration 24Q: 3 clusters Score -7761713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7761709.000000 Penalty: 5247.464355
	Iteration 25Q: 3 clusters Score -7761709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7761691.000000 Penalty: 5247.464355
	Iteration 26Q: 3 clusters Score -7761691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7761685.000000 Penalty: 5247.464355
	Iteration 27Q: 3 clusters Score -7761685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7761679.500000 Penalty: 5247.464355
	Iteration 28Q: 3 clusters Score -7761680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7761658.000000 Penalty: 5247.464355
	Iteration 29Q: 3 clusters Score -7761658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7761661.000000 Penalty: 5247.464355
	Iteration 30Q: 3 clusters Score -7761661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7761681.000000 Penalty: 5247.464355
	Iteration 31Q: 3 clusters Score -7761681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7761679.000000 Penalty: 5247.464355
	Iteration 32Q: 3 clusters Score -7761679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7761670.500000 Penalty: 5247.464355
	Iteration 33Q: 3 clusters Score -7761670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7761670.500000 Penalty: 5247.464355
	Iteration 34Q: 3 clusters Score -7761670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7761662.000000 Penalty: 5247.464355
	Iteration 35Q: 3 clusters Score -7761662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7761661.000000 Penalty: 5247.464355
	Iteration 36Q: 3 clusters Score -7761661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7761653.500000 Penalty: 5247.464355
	Iteration 37Q: 3 clusters Score -7761654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7761657.000000 Penalty: 5247.464355
	Iteration 38Q: 3 clusters Score -7761657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7761651.500000 Penalty: 5247.464355
	Iteration 39Q: 3 clusters Score -7761652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7761654.500000 Penalty: 5247.464355
	Iteration 40F: 3 clusters Score -7761654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7761654.000000 Penalty: 5247.464355
	Iteration 41Q: 3 clusters Score -7761654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7761656.500000 Penalty: 5247.464355
	Iteration 42Q: 3 clusters Score -7761656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7761653.500000 Penalty: 5247.464355
	Iteration 43Q: 3 clusters Score -7761654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7761654.000000 Penalty: 5247.464355
	Iteration 44Q: 3 clusters Score -7761654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7761654.000000 Penalty: 5247.464355
	Iteration 45F: 3 clusters Score -7761654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -55556.968750 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -55556.97 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 206 members 
Entering Unmasked Estep 
Score: -54213.960938 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -54213.96 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54474.953125 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -54474.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54598.742188 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -54598.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54652.398438 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -54652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54677.742188 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -54677.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54695.027344 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -54695.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54728.363281 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -54728.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54774.179688 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -54774.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54787.015625 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -54787.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54796.000000 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -54796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54797.835938 Penalty: 2947.628662
	Iteration 10Q: 3 clusters Score -54797.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54800.117188 Penalty: 2947.628662
	Iteration 11Q: 3 clusters Score -54800.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54805.144531 Penalty: 2947.628662
	Iteration 12Q: 3 clusters Score -54805.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54805.144531 Penalty: 2947.628662
	Iteration 13F: 3 clusters Score -54805.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 49587 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 29659 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 24248 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 46591 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3231 members 
Mstep: Class 27 contains 30042 members 
Mstep: Class 28 contains 31183 members 
Mstep: Class 29 contains 32695 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 235 members 
Mstep: Class 32 contains 27332 members 
Mstep: Class 33 contains 39323 members 
Mstep: Class 34 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 51. Lose 3250.317383 but Gain 3382.656250
Score: -161223424.000000 Penalty: 196194.187500
Iteration 79Q: 59 clusters Score -1.612234e+08 nChanged 67119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 316 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 39913 members 
Mstep: Class 8 contains 46774 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 5212 members 
Mstep: Class 12 contains 25972 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 27282 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 25587 members 
Mstep: Class 18 contains 841 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 387 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 569 members 
Mstep: Class 23 contains 2788 members 
Mstep: Class 24 contains 46725 members 
Mstep: Class 25 contains 1376 members 
Mstep: Class 26 contains 3738 members 
Mstep: Class 27 contains 28829 members 
Mstep: Class 28 contains 36778 members 
Mstep: Class 29 contains 37480 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 28848 members 
Mstep: Class 33 contains 36590 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 647 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 719 members 
Mstep: Class 39 contains 393 members 
Mstep: Class 40 contains 798 members 
Mstep: Class 41 contains 28984 members 
Mstep: Class 42 contains 27976 members 
Mstep: Class 43 contains 34805 members 
Mstep: Class 44 contains 67680 members 
Mstep: Class 45 contains 452 members 
Mstep: Class 46 contains 20331 members 
Mstep: Class 47 contains 2209 members 
Mstep: Class 48 contains 46487 members 
Mstep: Class 49 contains 581 members 
Mstep: Class 50 contains 2374 members 
Mstep: Class 52 contains 29635 members 
Mstep: Class 53 contains 2660 members 
Mstep: Class 54 contains 21043 members 
Mstep: Class 55 contains 33786 members 
Mstep: Class 56 contains 32822 members 
Mstep: Class 57 contains 2415 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 24456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161252912.000000 Penalty: 196194.187500
Iteration 80F: 59 clusters Score -1.612529e+08 nChanged 64832
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5455 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 32622 members 
Mstep: Class 8 contains 41836 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 28064 members 
Mstep: Class 13 contains 37045 members 
Mstep: Class 14 contains 32239 members 
Mstep: Class 15 contains 4164 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 23982 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 4679 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 3025 members 
Mstep: Class 24 contains 43822 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 27298 members 
Mstep: Class 28 contains 38131 members 
Mstep: Class 29 contains 36862 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 218 members 
Mstep: Class 32 contains 27967 members 
Mstep: Class 33 contains 32042 members 
Mstep: Class 34 contains 382 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 1343 members 
Mstep: Class 37 contains 1233 members 
Mstep: Class 38 contains 732 members 
Mstep: Class 39 contains 405 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29485 members 
Mstep: Class 42 contains 32614 members 
Mstep: Class 43 contains 37509 members 
Mstep: Class 44 contains 69349 members 
Mstep: Class 45 contains 474 members 
Mstep: Class 46 contains 20919 members 
Mstep: Class 47 contains 2333 members 
Mstep: Class 48 contains 46222 members 
Mstep: Class 49 contains 578 members 
Mstep: Class 50 contains 2433 members 
Mstep: Class 52 contains 25509 members 
Mstep: Class 53 contains 2760 members 
Mstep: Class 54 contains 21226 members 
Mstep: Class 55 contains 36561 members 
Mstep: Class 56 contains 34912 members 
Mstep: Class 57 contains 2517 members 
Mstep: Class 58 contains 313 members 
Mstep: Class 59 contains 25871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161259792.000000 Penalty: 196194.187500
Iteration 81F: 59 clusters Score -1.612598e+08 nChanged 48818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 323 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 581 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 28132 members 
Mstep: Class 8 contains 37988 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 29718 members 
Mstep: Class 13 contains 38495 members 
Mstep: Class 14 contains 39613 members 
Mstep: Class 15 contains 4352 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23021 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 555 members 
Mstep: Class 23 contains 3207 members 
Mstep: Class 24 contains 43469 members 
Mstep: Class 25 contains 1283 members 
Mstep: Class 26 contains 3906 members 
Mstep: Class 27 contains 27383 members 
Mstep: Class 28 contains 38293 members 
Mstep: Class 29 contains 34228 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 215 members 
Mstep: Class 32 contains 27730 members 
Mstep: Class 33 contains 29405 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 1377 members 
Mstep: Class 37 contains 1356 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 423 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29245 members 
Mstep: Class 42 contains 36612 members 
Mstep: Class 43 contains 39120 members 
Mstep: Class 44 contains 70297 members 
Mstep: Class 45 contains 476 members 
Mstep: Class 46 contains 21029 members 
Mstep: Class 47 contains 2371 members 
Mstep: Class 48 contains 46003 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 52 contains 22684 members 
Mstep: Class 53 contains 2846 members 
Mstep: Class 54 contains 20416 members 
Mstep: Class 55 contains 37025 members 
Mstep: Class 56 contains 34975 members 
Mstep: Class 57 contains 2542 members 
Mstep: Class 58 contains 299 members 
Mstep: Class 59 contains 26460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161262752.000000 Penalty: 196194.187500
Iteration 82F: 59 clusters Score -1.612628e+08 nChanged 39660
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 318 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 547 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 411 members 
Mstep: Class 7 contains 25440 members 
Mstep: Class 8 contains 35043 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 4536 members 
Mstep: Class 12 contains 30222 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 46694 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 354 members 
Mstep: Class 17 contains 22411 members 
Mstep: Class 18 contains 878 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 3335 members 
Mstep: Class 24 contains 43280 members 
Mstep: Class 25 contains 1272 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 27873 members 
Mstep: Class 28 contains 37890 members 
Mstep: Class 29 contains 31261 members 
Mstep: Class 30 contains 3852 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 27623 members 
Mstep: Class 33 contains 27779 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 1410 members 
Mstep: Class 37 contains 1430 members 
Mstep: Class 38 contains 703 members 
Mstep: Class 39 contains 435 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 28967 members 
Mstep: Class 42 contains 39610 members 
Mstep: Class 43 contains 40236 members 
Mstep: Class 44 contains 71191 members 
Mstep: Class 45 contains 474 members 
Mstep: Class 46 contains 20974 members 
Mstep: Class 47 contains 2386 members 
Mstep: Class 48 contains 45926 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2458 members 
Mstep: Class 52 contains 20731 members 
Mstep: Class 53 contains 2910 members 
Mstep: Class 54 contains 20322 members 
Mstep: Class 55 contains 36989 members 
Mstep: Class 56 contains 34304 members 
Mstep: Class 57 contains 2565 members 
Mstep: Class 58 contains 286 members 
Mstep: Class 59 contains 26822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161262816.000000 Penalty: 196194.187500
Iteration 83Q: 59 clusters Score -1.612628e+08 nChanged 30200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 23684 members 
Mstep: Class 8 contains 33005 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 4459 members 
Mstep: Class 12 contains 30046 members 
Mstep: Class 13 contains 39733 members 
Mstep: Class 14 contains 50431 members 
Mstep: Class 15 contains 4696 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 22074 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3420 members 
Mstep: Class 24 contains 42962 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 28301 members 
Mstep: Class 28 contains 37351 members 
Mstep: Class 29 contains 29828 members 
Mstep: Class 30 contains 3874 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 27555 members 
Mstep: Class 33 contains 26704 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 1439 members 
Mstep: Class 37 contains 1475 members 
Mstep: Class 38 contains 697 members 
Mstep: Class 39 contains 433 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29032 members 
Mstep: Class 42 contains 41626 members 
Mstep: Class 43 contains 41248 members 
Mstep: Class 44 contains 71802 members 
Mstep: Class 45 contains 483 members 
Mstep: Class 46 contains 20919 members 
Mstep: Class 47 contains 2391 members 
Mstep: Class 48 contains 45935 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 52 contains 19520 members 
Mstep: Class 53 contains 2958 members 
Mstep: Class 54 contains 20712 members 
Mstep: Class 55 contains 36945 members 
Mstep: Class 56 contains 33901 members 
Mstep: Class 57 contains 2588 members 
Mstep: Class 58 contains 280 members 
Mstep: Class 59 contains 26943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161264752.000000 Penalty: 196194.187500
Iteration 84Q: 59 clusters Score -1.612648e+08 nChanged 23444
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 22717 members 
Mstep: Class 8 contains 31460 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 29781 members 
Mstep: Class 13 contains 40242 members 
Mstep: Class 14 contains 51595 members 
Mstep: Class 15 contains 4847 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21903 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 5608 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 552 members 
Mstep: Class 23 contains 3467 members 
Mstep: Class 24 contains 42620 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 3969 members 
Mstep: Class 27 contains 28551 members 
Mstep: Class 28 contains 36936 members 
Mstep: Class 29 contains 30466 members 
Mstep: Class 30 contains 3895 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27490 members 
Mstep: Class 33 contains 26037 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 1522 members 
Mstep: Class 38 contains 685 members 
Mstep: Class 39 contains 432 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29131 members 
Mstep: Class 42 contains 42725 members 
Mstep: Class 43 contains 40913 members 
Mstep: Class 44 contains 72217 members 
Mstep: Class 45 contains 491 members 
Mstep: Class 46 contains 20870 members 
Mstep: Class 47 contains 2405 members 
Mstep: Class 48 contains 45834 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 52 contains 18822 members 
Mstep: Class 53 contains 2984 members 
Mstep: Class 54 contains 21276 members 
Mstep: Class 55 contains 37173 members 
Mstep: Class 56 contains 34111 members 
Mstep: Class 57 contains 2594 members 
Mstep: Class 58 contains 276 members 
Mstep: Class 59 contains 26958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161264704.000000 Penalty: 196194.187500
Iteration 85Q: 59 clusters Score -1.612647e+08 nChanged 18722
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 321 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 4 contains 545 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 404 members 
Mstep: Class 7 contains 22074 members 
Mstep: Class 8 contains 30361 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 29594 members 
Mstep: Class 13 contains 40625 members 
Mstep: Class 14 contains 52058 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 349 members 
Mstep: Class 17 contains 21794 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3517 members 
Mstep: Class 24 contains 42327 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 28671 members 
Mstep: Class 28 contains 36518 members 
Mstep: Class 29 contains 31555 members 
Mstep: Class 30 contains 3925 members 
Mstep: Class 31 contains 220 members 
Mstep: Class 32 contains 27470 members 
Mstep: Class 33 contains 25515 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 1488 members 
Mstep: Class 37 contains 1563 members 
Mstep: Class 38 contains 685 members 
Mstep: Class 39 contains 435 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29264 members 
Mstep: Class 42 contains 43349 members 
Mstep: Class 43 contains 40334 members 
Mstep: Class 44 contains 72496 members 
Mstep: Class 45 contains 492 members 
Mstep: Class 46 contains 20857 members 
Mstep: Class 47 contains 2413 members 
Mstep: Class 48 contains 45729 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2466 members 
Mstep: Class 52 contains 18336 members 
Mstep: Class 53 contains 3009 members 
Mstep: Class 54 contains 21849 members 
Mstep: Class 55 contains 37467 members 
Mstep: Class 56 contains 34266 members 
Mstep: Class 57 contains 2602 members 
Mstep: Class 58 contains 278 members 
Mstep: Class 59 contains 26906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161265296.000000 Penalty: 196194.187500
Iteration 86Q: 59 clusters Score -1.612653e+08 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 21590 members 
Mstep: Class 8 contains 29647 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 29497 members 
Mstep: Class 13 contains 41048 members 
Mstep: Class 14 contains 52260 members 
Mstep: Class 15 contains 5125 members 
Mstep: Class 16 contains 350 members 
Mstep: Class 17 contains 21695 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3564 members 
Mstep: Class 24 contains 42150 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 4010 members 
Mstep: Class 27 contains 28724 members 
Mstep: Class 28 contains 36169 members 
Mstep: Class 29 contains 32650 members 
Mstep: Class 30 contains 3946 members 
Mstep: Class 31 contains 217 members 
Mstep: Class 32 contains 27477 members 
Mstep: Class 33 contains 25135 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1491 members 
Mstep: Class 37 contains 1609 members 
Mstep: Class 38 contains 685 members 
Mstep: Class 39 contains 438 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29349 members 
Mstep: Class 42 contains 43594 members 
Mstep: Class 43 contains 39893 members 
Mstep: Class 44 contains 72655 members 
Mstep: Class 45 contains 490 members 
Mstep: Class 46 contains 20901 members 
Mstep: Class 47 contains 2422 members 
Mstep: Class 48 contains 45594 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2472 members 
Mstep: Class 52 contains 17975 members 
Mstep: Class 53 contains 3037 members 
Mstep: Class 54 contains 22364 members 
Mstep: Class 55 contains 37724 members 
Mstep: Class 56 contains 34233 members 
Mstep: Class 57 contains 2594 members 
Mstep: Class 58 contains 285 members 
Mstep: Class 59 contains 26717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266608.000000 Penalty: 196194.187500
Iteration 87Q: 59 clusters Score -1.612666e+08 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 540 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 29185 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 29437 members 
Mstep: Class 13 contains 41319 members 
Mstep: Class 14 contains 52386 members 
Mstep: Class 15 contains 5244 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21616 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 6092 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3615 members 
Mstep: Class 24 contains 41942 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 28723 members 
Mstep: Class 28 contains 35867 members 
Mstep: Class 29 contains 33657 members 
Mstep: Class 30 contains 3975 members 
Mstep: Class 31 contains 218 members 
Mstep: Class 32 contains 27527 members 
Mstep: Class 33 contains 24788 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 1648 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 438 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29450 members 
Mstep: Class 42 contains 43733 members 
Mstep: Class 43 contains 39712 members 
Mstep: Class 44 contains 72756 members 
Mstep: Class 45 contains 489 members 
Mstep: Class 46 contains 20919 members 
Mstep: Class 47 contains 2432 members 
Mstep: Class 48 contains 45468 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2470 members 
Mstep: Class 52 contains 17710 members 
Mstep: Class 53 contains 3053 members 
Mstep: Class 54 contains 22811 members 
Mstep: Class 55 contains 37896 members 
Mstep: Class 56 contains 34068 members 
Mstep: Class 57 contains 2586 members 
Mstep: Class 58 contains 286 members 
Mstep: Class 59 contains 26480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268128.000000 Penalty: 196194.187500
Iteration 88Q: 59 clusters Score -1.612681e+08 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 540 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 20881 members 
Mstep: Class 8 contains 28886 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 29410 members 
Mstep: Class 13 contains 41527 members 
Mstep: Class 14 contains 52469 members 
Mstep: Class 15 contains 5339 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21565 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3652 members 
Mstep: Class 24 contains 41791 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 28743 members 
Mstep: Class 28 contains 35628 members 
Mstep: Class 29 contains 34440 members 
Mstep: Class 30 contains 4006 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27515 members 
Mstep: Class 33 contains 24532 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1490 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29505 members 
Mstep: Class 42 contains 43791 members 
Mstep: Class 43 contains 39622 members 
Mstep: Class 44 contains 72818 members 
Mstep: Class 45 contains 491 members 
Mstep: Class 46 contains 20925 members 
Mstep: Class 47 contains 2447 members 
Mstep: Class 48 contains 45404 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2468 members 
Mstep: Class 52 contains 17572 members 
Mstep: Class 53 contains 3078 members 
Mstep: Class 54 contains 23209 members 
Mstep: Class 55 contains 37953 members 
Mstep: Class 56 contains 33842 members 
Mstep: Class 57 contains 2579 members 
Mstep: Class 58 contains 280 members 
Mstep: Class 59 contains 26305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268080.000000 Penalty: 196194.187500
Iteration 89Q: 59 clusters Score -1.612681e+08 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 20633 members 
Mstep: Class 8 contains 28789 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 29387 members 
Mstep: Class 13 contains 41627 members 
Mstep: Class 14 contains 52545 members 
Mstep: Class 15 contains 5435 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21550 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 6365 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 41672 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 4071 members 
Mstep: Class 27 contains 28782 members 
Mstep: Class 28 contains 35457 members 
Mstep: Class 29 contains 35144 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27518 members 
Mstep: Class 33 contains 24300 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1491 members 
Mstep: Class 37 contains 1727 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 438 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29518 members 
Mstep: Class 42 contains 43768 members 
Mstep: Class 43 contains 39556 members 
Mstep: Class 44 contains 72933 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 20936 members 
Mstep: Class 47 contains 2461 members 
Mstep: Class 48 contains 45325 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2466 members 
Mstep: Class 52 contains 17438 members 
Mstep: Class 53 contains 3093 members 
Mstep: Class 54 contains 23547 members 
Mstep: Class 55 contains 37900 members 
Mstep: Class 56 contains 33579 members 
Mstep: Class 57 contains 2570 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 26139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267824.000000 Penalty: 196194.187500
Iteration 90Q: 59 clusters Score -1.612678e+08 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 20436 members 
Mstep: Class 8 contains 28797 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 29351 members 
Mstep: Class 13 contains 41715 members 
Mstep: Class 14 contains 52548 members 
Mstep: Class 15 contains 5534 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21487 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3731 members 
Mstep: Class 24 contains 41505 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 28813 members 
Mstep: Class 28 contains 35284 members 
Mstep: Class 29 contains 35796 members 
Mstep: Class 30 contains 4037 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27481 members 
Mstep: Class 33 contains 24151 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1494 members 
Mstep: Class 37 contains 1757 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 438 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29518 members 
Mstep: Class 42 contains 43712 members 
Mstep: Class 43 contains 39563 members 
Mstep: Class 44 contains 72996 members 
Mstep: Class 45 contains 495 members 
Mstep: Class 46 contains 20935 members 
Mstep: Class 47 contains 2473 members 
Mstep: Class 48 contains 45238 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2464 members 
Mstep: Class 52 contains 17344 members 
Mstep: Class 53 contains 3103 members 
Mstep: Class 54 contains 23883 members 
Mstep: Class 55 contains 37892 members 
Mstep: Class 56 contains 33304 members 
Mstep: Class 57 contains 2551 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 26001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267744.000000 Penalty: 196194.187500
Iteration 91Q: 59 clusters Score -1.612677e+08 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 20257 members 
Mstep: Class 8 contains 28825 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 4010 members 
Mstep: Class 12 contains 29314 members 
Mstep: Class 13 contains 41778 members 
Mstep: Class 14 contains 52543 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 6644 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3761 members 
Mstep: Class 24 contains 41387 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 28856 members 
Mstep: Class 28 contains 35148 members 
Mstep: Class 29 contains 36380 members 
Mstep: Class 30 contains 4047 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27483 members 
Mstep: Class 33 contains 23966 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 1774 members 
Mstep: Class 38 contains 691 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29502 members 
Mstep: Class 42 contains 43600 members 
Mstep: Class 43 contains 39621 members 
Mstep: Class 44 contains 73024 members 
Mstep: Class 45 contains 495 members 
Mstep: Class 46 contains 20950 members 
Mstep: Class 47 contains 2477 members 
Mstep: Class 48 contains 45199 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2465 members 
Mstep: Class 52 contains 17268 members 
Mstep: Class 53 contains 3114 members 
Mstep: Class 54 contains 24151 members 
Mstep: Class 55 contains 37899 members 
Mstep: Class 56 contains 33011 members 
Mstep: Class 57 contains 2524 members 
Mstep: Class 58 contains 278 members 
Mstep: Class 59 contains 25886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268496.000000 Penalty: 196194.187500
Iteration 92Q: 59 clusters Score -1.612685e+08 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5510 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 20110 members 
Mstep: Class 8 contains 28860 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 587 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 29293 members 
Mstep: Class 13 contains 41756 members 
Mstep: Class 14 contains 52472 members 
Mstep: Class 15 contains 5753 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21324 members 
Mstep: Class 18 contains 885 members 
Mstep: Class 19 contains 6766 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3775 members 
Mstep: Class 24 contains 41271 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 4135 members 
Mstep: Class 27 contains 28859 members 
Mstep: Class 28 contains 35119 members 
Mstep: Class 29 contains 36900 members 
Mstep: Class 30 contains 4051 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27496 members 
Mstep: Class 33 contains 23829 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 1496 members 
Mstep: Class 37 contains 1800 members 
Mstep: Class 38 contains 689 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29494 members 
Mstep: Class 42 contains 43479 members 
Mstep: Class 43 contains 39732 members 
Mstep: Class 44 contains 73071 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 20956 members 
Mstep: Class 47 contains 2483 members 
Mstep: Class 48 contains 45174 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2458 members 
Mstep: Class 52 contains 17207 members 
Mstep: Class 53 contains 3118 members 
Mstep: Class 54 contains 24375 members 
Mstep: Class 55 contains 37842 members 
Mstep: Class 56 contains 32782 members 
Mstep: Class 57 contains 2517 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268528.000000 Penalty: 196194.187500
Iteration 93Q: 59 clusters Score -1.612685e+08 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5507 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 19960 members 
Mstep: Class 8 contains 28943 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 29297 members 
Mstep: Class 13 contains 41723 members 
Mstep: Class 14 contains 52413 members 
Mstep: Class 15 contains 5855 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21292 members 
Mstep: Class 18 contains 883 members 
Mstep: Class 19 contains 6866 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 41131 members 
Mstep: Class 25 contains 1240 members 
Mstep: Class 26 contains 4177 members 
Mstep: Class 27 contains 28935 members 
Mstep: Class 28 contains 35029 members 
Mstep: Class 29 contains 37319 members 
Mstep: Class 30 contains 4056 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27492 members 
Mstep: Class 33 contains 23709 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1496 members 
Mstep: Class 37 contains 1823 members 
Mstep: Class 38 contains 690 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29478 members 
Mstep: Class 42 contains 43397 members 
Mstep: Class 43 contains 39899 members 
Mstep: Class 44 contains 73008 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 20960 members 
Mstep: Class 47 contains 2495 members 
Mstep: Class 48 contains 45161 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2460 members 
Mstep: Class 52 contains 17165 members 
Mstep: Class 53 contains 3137 members 
Mstep: Class 54 contains 24514 members 
Mstep: Class 55 contains 37827 members 
Mstep: Class 56 contains 32590 members 
Mstep: Class 57 contains 2499 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268480.000000 Penalty: 196194.187500
Iteration 94Q: 59 clusters Score -1.612685e+08 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 19841 members 
Mstep: Class 8 contains 28985 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 29271 members 
Mstep: Class 13 contains 41644 members 
Mstep: Class 14 contains 52427 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21253 members 
Mstep: Class 18 contains 879 members 
Mstep: Class 19 contains 6961 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3816 members 
Mstep: Class 24 contains 41108 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 4215 members 
Mstep: Class 27 contains 28979 members 
Mstep: Class 28 contains 34978 members 
Mstep: Class 29 contains 37686 members 
Mstep: Class 30 contains 4076 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27490 members 
Mstep: Class 33 contains 23570 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1496 members 
Mstep: Class 37 contains 1838 members 
Mstep: Class 38 contains 692 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29468 members 
Mstep: Class 42 contains 43356 members 
Mstep: Class 43 contains 39989 members 
Mstep: Class 44 contains 73009 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 20949 members 
Mstep: Class 47 contains 2508 members 
Mstep: Class 48 contains 45129 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 52 contains 17180 members 
Mstep: Class 53 contains 3143 members 
Mstep: Class 54 contains 24640 members 
Mstep: Class 55 contains 37729 members 
Mstep: Class 56 contains 32399 members 
Mstep: Class 57 contains 2464 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267808.000000 Penalty: 196194.187500
Iteration 95Q: 59 clusters Score -1.612678e+08 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 19718 members 
Mstep: Class 8 contains 29040 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 3899 members 
Mstep: Class 12 contains 29231 members 
Mstep: Class 13 contains 41532 members 
Mstep: Class 14 contains 52466 members 
Mstep: Class 15 contains 6046 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21219 members 
Mstep: Class 18 contains 878 members 
Mstep: Class 19 contains 7060 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 41054 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 29036 members 
Mstep: Class 28 contains 34869 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 4091 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27482 members 
Mstep: Class 33 contains 23463 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1496 members 
Mstep: Class 37 contains 1852 members 
Mstep: Class 38 contains 694 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29459 members 
Mstep: Class 42 contains 43324 members 
Mstep: Class 43 contains 40000 members 
Mstep: Class 44 contains 73056 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 20945 members 
Mstep: Class 47 contains 2516 members 
Mstep: Class 48 contains 45087 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 52 contains 17171 members 
Mstep: Class 53 contains 3143 members 
Mstep: Class 54 contains 24754 members 
Mstep: Class 55 contains 37692 members 
Mstep: Class 56 contains 32267 members 
Mstep: Class 57 contains 2441 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266752.000000 Penalty: 196194.187500
Iteration 96Q: 59 clusters Score -1.612668e+08 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 19618 members 
Mstep: Class 8 contains 29079 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 3873 members 
Mstep: Class 12 contains 29210 members 
Mstep: Class 13 contains 41420 members 
Mstep: Class 14 contains 52500 members 
Mstep: Class 15 contains 6129 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21213 members 
Mstep: Class 18 contains 877 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1531 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 41036 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 4296 members 
Mstep: Class 27 contains 29091 members 
Mstep: Class 28 contains 34767 members 
Mstep: Class 29 contains 38349 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27470 members 
Mstep: Class 33 contains 23372 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 1870 members 
Mstep: Class 38 contains 696 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29426 members 
Mstep: Class 42 contains 43300 members 
Mstep: Class 43 contains 39920 members 
Mstep: Class 44 contains 73094 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 20949 members 
Mstep: Class 47 contains 2520 members 
Mstep: Class 48 contains 45071 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 52 contains 17201 members 
Mstep: Class 53 contains 3145 members 
Mstep: Class 54 contains 24849 members 
Mstep: Class 55 contains 37617 members 
Mstep: Class 56 contains 32204 members 
Mstep: Class 57 contains 2430 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267296.000000 Penalty: 196194.187500
Iteration 97Q: 59 clusters Score -1.612673e+08 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5491 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 19535 members 
Mstep: Class 8 contains 29109 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 3854 members 
Mstep: Class 12 contains 29208 members 
Mstep: Class 13 contains 41357 members 
Mstep: Class 14 contains 52569 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21207 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3871 members 
Mstep: Class 24 contains 41014 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 29149 members 
Mstep: Class 28 contains 34664 members 
Mstep: Class 29 contains 38638 members 
Mstep: Class 30 contains 4108 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27473 members 
Mstep: Class 33 contains 23272 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 1882 members 
Mstep: Class 38 contains 699 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29400 members 
Mstep: Class 42 contains 43248 members 
Mstep: Class 43 contains 39828 members 
Mstep: Class 44 contains 73080 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 20957 members 
Mstep: Class 47 contains 2527 members 
Mstep: Class 48 contains 45065 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 52 contains 17258 members 
Mstep: Class 53 contains 3143 members 
Mstep: Class 54 contains 24922 members 
Mstep: Class 55 contains 37544 members 
Mstep: Class 56 contains 32108 members 
Mstep: Class 57 contains 2416 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267328.000000 Penalty: 196194.187500
Iteration 98Q: 59 clusters Score -1.612673e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5490 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 7 contains 19449 members 
Mstep: Class 8 contains 29143 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 3837 members 
Mstep: Class 12 contains 29165 members 
Mstep: Class 13 contains 41354 members 
Mstep: Class 14 contains 52598 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21221 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3883 members 
Mstep: Class 24 contains 40884 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 4386 members 
Mstep: Class 27 contains 29268 members 
Mstep: Class 28 contains 34581 members 
Mstep: Class 29 contains 38972 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27424 members 
Mstep: Class 33 contains 23199 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 1895 members 
Mstep: Class 38 contains 703 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29372 members 
Mstep: Class 42 contains 43188 members 
Mstep: Class 43 contains 39763 members 
Mstep: Class 44 contains 73039 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 20991 members 
Mstep: Class 47 contains 2533 members 
Mstep: Class 48 contains 45034 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 52 contains 17293 members 
Mstep: Class 53 contains 3145 members 
Mstep: Class 54 contains 24978 members 
Mstep: Class 55 contains 37479 members 
Mstep: Class 56 contains 32012 members 
Mstep: Class 57 contains 2399 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268032.000000 Penalty: 196194.187500
Iteration 99Q: 59 clusters Score -1.61268e+08 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 7 contains 19327 members 
Mstep: Class 8 contains 29228 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 3821 members 
Mstep: Class 12 contains 29094 members 
Mstep: Class 13 contains 41358 members 
Mstep: Class 14 contains 52643 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 21219 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 7433 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3915 members 
Mstep: Class 24 contains 40779 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 4422 members 
Mstep: Class 27 contains 29337 members 
Mstep: Class 28 contains 34537 members 
Mstep: Class 29 contains 39292 members 
Mstep: Class 30 contains 4138 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27375 members 
Mstep: Class 33 contains 23094 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 1496 members 
Mstep: Class 37 contains 1905 members 
Mstep: Class 38 contains 705 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29398 members 
Mstep: Class 42 contains 43090 members 
Mstep: Class 43 contains 39702 members 
Mstep: Class 44 contains 72973 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 21017 members 
Mstep: Class 47 contains 2543 members 
Mstep: Class 48 contains 45017 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2431 members 
Mstep: Class 52 contains 17321 members 
Mstep: Class 53 contains 3140 members 
Mstep: Class 54 contains 25111 members 
Mstep: Class 55 contains 37456 members 
Mstep: Class 56 contains 31903 members 
Mstep: Class 57 contains 2390 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268016.000000 Penalty: 196194.187500
Iteration 100F: 59 clusters Score -1.61268e+08 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5499 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 7 contains 19166 members 
Mstep: Class 8 contains 29326 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 3808 members 
Mstep: Class 12 contains 29085 members 
Mstep: Class 13 contains 41407 members 
Mstep: Class 14 contains 52776 members 
Mstep: Class 15 contains 6458 members 
Mstep: Class 16 contains 349 members 
Mstep: Class 17 contains 21228 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 7536 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3936 members 
Mstep: Class 24 contains 40581 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 4455 members 
Mstep: Class 27 contains 29383 members 
Mstep: Class 28 contains 34519 members 
Mstep: Class 29 contains 39680 members 
Mstep: Class 30 contains 4144 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27356 members 
Mstep: Class 33 contains 22971 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 1514 members 
Mstep: Class 37 contains 1918 members 
Mstep: Class 38 contains 692 members 
Mstep: Class 39 contains 439 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29425 members 
Mstep: Class 42 contains 42989 members 
Mstep: Class 43 contains 39548 members 
Mstep: Class 44 contains 72888 members 
Mstep: Class 45 contains 497 members 
Mstep: Class 46 contains 21014 members 
Mstep: Class 47 contains 2547 members 
Mstep: Class 48 contains 45066 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2429 members 
Mstep: Class 52 contains 17393 members 
Mstep: Class 53 contains 3132 members 
Mstep: Class 54 contains 25189 members 
Mstep: Class 55 contains 37413 members 
Mstep: Class 56 contains 31754 members 
Mstep: Class 57 contains 2385 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267824.000000 Penalty: 196194.187500
Iteration 101Q: 59 clusters Score -1.612678e+08 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 321 members 
Mstep: Class 3 contains 5511 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 29430 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 3788 members 
Mstep: Class 12 contains 29093 members 
Mstep: Class 13 contains 41430 members 
Mstep: Class 14 contains 52778 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21234 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3951 members 
Mstep: Class 24 contains 40446 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 4496 members 
Mstep: Class 27 contains 29421 members 
Mstep: Class 28 contains 34498 members 
Mstep: Class 29 contains 40015 members 
Mstep: Class 30 contains 4146 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27333 members 
Mstep: Class 33 contains 22896 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 1524 members 
Mstep: Class 37 contains 1932 members 
Mstep: Class 38 contains 687 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29434 members 
Mstep: Class 42 contains 42881 members 
Mstep: Class 43 contains 39452 members 
Mstep: Class 44 contains 72819 members 
Mstep: Class 45 contains 497 members 
Mstep: Class 46 contains 21021 members 
Mstep: Class 47 contains 2558 members 
Mstep: Class 48 contains 45066 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2431 members 
Mstep: Class 52 contains 17485 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 25266 members 
Mstep: Class 55 contains 37364 members 
Mstep: Class 56 contains 31713 members 
Mstep: Class 57 contains 2372 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 25042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267344.000000 Penalty: 196194.187500
Iteration 102Q: 59 clusters Score -1.612673e+08 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 18879 members 
Mstep: Class 8 contains 29517 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 12 contains 29139 members 
Mstep: Class 13 contains 41441 members 
Mstep: Class 14 contains 52832 members 
Mstep: Class 15 contains 6582 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21205 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7677 members 
Mstep: Class 20 contains 396 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 3973 members 
Mstep: Class 24 contains 40351 members 
Mstep: Class 25 contains 1233 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 29451 members 
Mstep: Class 28 contains 34466 members 
Mstep: Class 29 contains 40309 members 
Mstep: Class 30 contains 4155 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27306 members 
Mstep: Class 33 contains 22857 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 1945 members 
Mstep: Class 38 contains 686 members 
Mstep: Class 39 contains 442 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29437 members 
Mstep: Class 42 contains 42764 members 
Mstep: Class 43 contains 39322 members 
Mstep: Class 44 contains 72755 members 
Mstep: Class 45 contains 496 members 
Mstep: Class 46 contains 21036 members 
Mstep: Class 47 contains 2561 members 
Mstep: Class 48 contains 45076 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2426 members 
Mstep: Class 52 contains 17520 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 25309 members 
Mstep: Class 55 contains 37354 members 
Mstep: Class 56 contains 31677 members 
Mstep: Class 57 contains 2357 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 24940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266816.000000 Penalty: 196194.187500
Iteration 103Q: 59 clusters Score -1.612668e+08 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 323 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 8 contains 29599 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 29120 members 
Mstep: Class 13 contains 41432 members 
Mstep: Class 14 contains 52794 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21213 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7762 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 22 contains 551 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 40305 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 4544 members 
Mstep: Class 27 contains 29519 members 
Mstep: Class 28 contains 34419 members 
Mstep: Class 29 contains 40592 members 
Mstep: Class 30 contains 4161 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27294 members 
Mstep: Class 33 contains 22825 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 1506 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 688 members 
Mstep: Class 39 contains 444 members 
Mstep: Class 40 contains 800 members 
Mstep: Class 41 contains 29425 members 
Mstep: Class 42 contains 42663 members 
Mstep: Class 43 contains 39244 members 
Mstep: Class 44 contains 72668 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21054 members 
Mstep: Class 47 contains 2568 members 
Mstep: Class 48 contains 45094 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2429 members 
Mstep: Class 52 contains 17598 members 
Mstep: Class 53 contains 3122 members 
Mstep: Class 54 contains 25331 members 
Mstep: Class 55 contains 37235 members 
Mstep: Class 56 contains 31704 members 
Mstep: Class 57 contains 2346 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 24854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266464.000000 Penalty: 196194.187500
Iteration 104Q: 59 clusters Score -1.612665e+08 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 5549 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 18627 members 
Mstep: Class 8 contains 29659 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 3751 members 
Mstep: Class 12 contains 29145 members 
Mstep: Class 13 contains 41442 members 
Mstep: Class 14 contains 52722 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21226 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 394 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 549 members 
Mstep: Class 23 contains 4047 members 
Mstep: Class 24 contains 40236 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 4566 members 
Mstep: Class 27 contains 29575 members 
Mstep: Class 28 contains 34322 members 
Mstep: Class 29 contains 40894 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27255 members 
Mstep: Class 33 contains 22792 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 727 members 
Mstep: Class 36 contains 1500 members 
Mstep: Class 37 contains 1975 members 
Mstep: Class 38 contains 695 members 
Mstep: Class 39 contains 443 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29405 members 
Mstep: Class 42 contains 42606 members 
Mstep: Class 43 contains 39177 members 
Mstep: Class 44 contains 72613 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21073 members 
Mstep: Class 47 contains 2569 members 
Mstep: Class 48 contains 45073 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2433 members 
Mstep: Class 52 contains 17642 members 
Mstep: Class 53 contains 3132 members 
Mstep: Class 54 contains 25347 members 
Mstep: Class 55 contains 37156 members 
Mstep: Class 56 contains 31721 members 
Mstep: Class 57 contains 2340 members 
Mstep: Class 58 contains 278 members 
Mstep: Class 59 contains 24778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266288.000000 Penalty: 196194.187500
Iteration 105Q: 59 clusters Score -1.612663e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 326 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 389 members 
Mstep: Class 7 contains 18530 members 
Mstep: Class 8 contains 29763 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 29130 members 
Mstep: Class 13 contains 41449 members 
Mstep: Class 14 contains 52669 members 
Mstep: Class 15 contains 6781 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21218 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7886 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 4069 members 
Mstep: Class 24 contains 40082 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 4589 members 
Mstep: Class 27 contains 29626 members 
Mstep: Class 28 contains 34275 members 
Mstep: Class 29 contains 41199 members 
Mstep: Class 30 contains 4178 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27216 members 
Mstep: Class 33 contains 22782 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 727 members 
Mstep: Class 36 contains 1499 members 
Mstep: Class 37 contains 1984 members 
Mstep: Class 38 contains 710 members 
Mstep: Class 39 contains 441 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29403 members 
Mstep: Class 42 contains 42538 members 
Mstep: Class 43 contains 39174 members 
Mstep: Class 44 contains 72551 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21061 members 
Mstep: Class 47 contains 2568 members 
Mstep: Class 48 contains 45053 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2431 members 
Mstep: Class 52 contains 17705 members 
Mstep: Class 53 contains 3126 members 
Mstep: Class 54 contains 25406 members 
Mstep: Class 55 contains 37116 members 
Mstep: Class 56 contains 31667 members 
Mstep: Class 57 contains 2335 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266272.000000 Penalty: 196194.187500
Iteration 106Q: 59 clusters Score -1.612663e+08 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5554 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 18421 members 
Mstep: Class 8 contains 29921 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 29128 members 
Mstep: Class 13 contains 41459 members 
Mstep: Class 14 contains 52632 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21218 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 7936 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 4103 members 
Mstep: Class 24 contains 39859 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 4600 members 
Mstep: Class 27 contains 29604 members 
Mstep: Class 28 contains 34219 members 
Mstep: Class 29 contains 41481 members 
Mstep: Class 30 contains 4183 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27196 members 
Mstep: Class 33 contains 22779 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 727 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 718 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29402 members 
Mstep: Class 42 contains 42467 members 
Mstep: Class 43 contains 39147 members 
Mstep: Class 44 contains 72463 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21062 members 
Mstep: Class 47 contains 2569 members 
Mstep: Class 48 contains 45006 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2428 members 
Mstep: Class 52 contains 17796 members 
Mstep: Class 53 contains 3121 members 
Mstep: Class 54 contains 25483 members 
Mstep: Class 55 contains 37104 members 
Mstep: Class 56 contains 31627 members 
Mstep: Class 57 contains 2324 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266864.000000 Penalty: 196194.187500
Iteration 107Q: 59 clusters Score -1.612669e+08 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5552 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 8 contains 30082 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 29168 members 
Mstep: Class 13 contains 41559 members 
Mstep: Class 14 contains 52538 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21245 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 7981 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 4123 members 
Mstep: Class 24 contains 39519 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 29607 members 
Mstep: Class 28 contains 34202 members 
Mstep: Class 29 contains 41779 members 
Mstep: Class 30 contains 4186 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27180 members 
Mstep: Class 33 contains 22725 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 729 members 
Mstep: Class 36 contains 1500 members 
Mstep: Class 37 contains 2049 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29389 members 
Mstep: Class 42 contains 42452 members 
Mstep: Class 43 contains 39103 members 
Mstep: Class 44 contains 72354 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21079 members 
Mstep: Class 47 contains 2575 members 
Mstep: Class 48 contains 44978 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2425 members 
Mstep: Class 52 contains 17892 members 
Mstep: Class 53 contains 3118 members 
Mstep: Class 54 contains 25490 members 
Mstep: Class 55 contains 37113 members 
Mstep: Class 56 contains 31582 members 
Mstep: Class 57 contains 2321 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267424.000000 Penalty: 196194.187500
Iteration 108Q: 59 clusters Score -1.612674e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5555 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 18204 members 
Mstep: Class 8 contains 30274 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 29175 members 
Mstep: Class 13 contains 41698 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21272 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 547 members 
Mstep: Class 23 contains 4153 members 
Mstep: Class 24 contains 39017 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 29615 members 
Mstep: Class 28 contains 34168 members 
Mstep: Class 29 contains 41961 members 
Mstep: Class 30 contains 4185 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27161 members 
Mstep: Class 33 contains 22665 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 729 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2082 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29384 members 
Mstep: Class 42 contains 42443 members 
Mstep: Class 43 contains 39024 members 
Mstep: Class 44 contains 72208 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21088 members 
Mstep: Class 47 contains 2582 members 
Mstep: Class 48 contains 44998 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2419 members 
Mstep: Class 52 contains 18016 members 
Mstep: Class 53 contains 3113 members 
Mstep: Class 54 contains 25502 members 
Mstep: Class 55 contains 37204 members 
Mstep: Class 56 contains 31587 members 
Mstep: Class 57 contains 2317 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267936.000000 Penalty: 196194.187500
Iteration 109Q: 59 clusters Score -1.612679e+08 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 18118 members 
Mstep: Class 8 contains 30486 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 29187 members 
Mstep: Class 13 contains 41921 members 
Mstep: Class 14 contains 52577 members 
Mstep: Class 15 contains 6972 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21279 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 38423 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 4662 members 
Mstep: Class 27 contains 29652 members 
Mstep: Class 28 contains 34142 members 
Mstep: Class 29 contains 42159 members 
Mstep: Class 30 contains 4182 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27114 members 
Mstep: Class 33 contains 22609 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 729 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 2107 members 
Mstep: Class 38 contains 729 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29373 members 
Mstep: Class 42 contains 42445 members 
Mstep: Class 43 contains 38912 members 
Mstep: Class 44 contains 72029 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21079 members 
Mstep: Class 47 contains 2586 members 
Mstep: Class 48 contains 45020 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2425 members 
Mstep: Class 52 contains 18142 members 
Mstep: Class 53 contains 3112 members 
Mstep: Class 54 contains 25506 members 
Mstep: Class 55 contains 37319 members 
Mstep: Class 56 contains 31576 members 
Mstep: Class 57 contains 2310 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267712.000000 Penalty: 196194.187500
Iteration 110Q: 59 clusters Score -1.612677e+08 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 18053 members 
Mstep: Class 8 contains 30733 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 29175 members 
Mstep: Class 13 contains 42242 members 
Mstep: Class 14 contains 52593 members 
Mstep: Class 15 contains 7010 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8085 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 37638 members 
Mstep: Class 25 contains 1230 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 29663 members 
Mstep: Class 28 contains 34190 members 
Mstep: Class 29 contains 42360 members 
Mstep: Class 30 contains 4176 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27063 members 
Mstep: Class 33 contains 22573 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 729 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 2125 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29373 members 
Mstep: Class 42 contains 42460 members 
Mstep: Class 43 contains 38797 members 
Mstep: Class 44 contains 71816 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21071 members 
Mstep: Class 47 contains 2590 members 
Mstep: Class 48 contains 45043 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2424 members 
Mstep: Class 52 contains 18259 members 
Mstep: Class 53 contains 3117 members 
Mstep: Class 54 contains 25529 members 
Mstep: Class 55 contains 37438 members 
Mstep: Class 56 contains 31558 members 
Mstep: Class 57 contains 2310 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267888.000000 Penalty: 196194.187500
Iteration 111Q: 59 clusters Score -1.612679e+08 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5565 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17992 members 
Mstep: Class 8 contains 30955 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 3530 members 
Mstep: Class 12 contains 29183 members 
Mstep: Class 13 contains 42546 members 
Mstep: Class 14 contains 52626 members 
Mstep: Class 15 contains 7037 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8109 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4214 members 
Mstep: Class 24 contains 36810 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 29686 members 
Mstep: Class 28 contains 34266 members 
Mstep: Class 29 contains 42590 members 
Mstep: Class 30 contains 4177 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 27013 members 
Mstep: Class 33 contains 22550 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 1500 members 
Mstep: Class 37 contains 2142 members 
Mstep: Class 38 contains 741 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29364 members 
Mstep: Class 42 contains 42537 members 
Mstep: Class 43 contains 38664 members 
Mstep: Class 44 contains 71666 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21055 members 
Mstep: Class 47 contains 2595 members 
Mstep: Class 48 contains 45018 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2423 members 
Mstep: Class 52 contains 18397 members 
Mstep: Class 53 contains 3124 members 
Mstep: Class 54 contains 25523 members 
Mstep: Class 55 contains 37484 members 
Mstep: Class 56 contains 31572 members 
Mstep: Class 57 contains 2312 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268400.000000 Penalty: 196194.187500
Iteration 112Q: 59 clusters Score -1.612684e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17921 members 
Mstep: Class 8 contains 31199 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 3510 members 
Mstep: Class 12 contains 29211 members 
Mstep: Class 13 contains 42874 members 
Mstep: Class 14 contains 52645 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21303 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 8139 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 35923 members 
Mstep: Class 25 contains 1226 members 
Mstep: Class 26 contains 4709 members 
Mstep: Class 27 contains 29710 members 
Mstep: Class 28 contains 34332 members 
Mstep: Class 29 contains 42839 members 
Mstep: Class 30 contains 4176 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26953 members 
Mstep: Class 33 contains 22516 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 1500 members 
Mstep: Class 37 contains 2152 members 
Mstep: Class 38 contains 744 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29330 members 
Mstep: Class 42 contains 42624 members 
Mstep: Class 43 contains 38484 members 
Mstep: Class 44 contains 71522 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21038 members 
Mstep: Class 47 contains 2599 members 
Mstep: Class 48 contains 44990 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2420 members 
Mstep: Class 52 contains 18556 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 25534 members 
Mstep: Class 55 contains 37585 members 
Mstep: Class 56 contains 31591 members 
Mstep: Class 57 contains 2313 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268400.000000 Penalty: 196194.187500
Iteration 113Q: 59 clusters Score -1.612684e+08 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17840 members 
Mstep: Class 8 contains 31436 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 29223 members 
Mstep: Class 13 contains 43211 members 
Mstep: Class 14 contains 52713 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21327 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8160 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 34943 members 
Mstep: Class 25 contains 1225 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 29698 members 
Mstep: Class 28 contains 34407 members 
Mstep: Class 29 contains 43059 members 
Mstep: Class 30 contains 4173 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26888 members 
Mstep: Class 33 contains 22508 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 1499 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29297 members 
Mstep: Class 42 contains 42740 members 
Mstep: Class 43 contains 38321 members 
Mstep: Class 44 contains 71367 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21028 members 
Mstep: Class 47 contains 2596 members 
Mstep: Class 48 contains 44998 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2420 members 
Mstep: Class 52 contains 18692 members 
Mstep: Class 53 contains 3129 members 
Mstep: Class 54 contains 25556 members 
Mstep: Class 55 contains 37699 members 
Mstep: Class 56 contains 31607 members 
Mstep: Class 57 contains 2314 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267872.000000 Penalty: 196194.187500
Iteration 114Q: 59 clusters Score -1.612679e+08 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5567 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17755 members 
Mstep: Class 8 contains 31692 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 3476 members 
Mstep: Class 12 contains 29232 members 
Mstep: Class 13 contains 43491 members 
Mstep: Class 14 contains 52743 members 
Mstep: Class 15 contains 7142 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21357 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 8194 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4309 members 
Mstep: Class 24 contains 33924 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 29694 members 
Mstep: Class 28 contains 34502 members 
Mstep: Class 29 contains 43285 members 
Mstep: Class 30 contains 4167 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26812 members 
Mstep: Class 33 contains 22507 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 731 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2183 members 
Mstep: Class 38 contains 749 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29279 members 
Mstep: Class 42 contains 42916 members 
Mstep: Class 43 contains 38191 members 
Mstep: Class 44 contains 71214 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21021 members 
Mstep: Class 47 contains 2597 members 
Mstep: Class 48 contains 44984 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2424 members 
Mstep: Class 52 contains 18836 members 
Mstep: Class 53 contains 3134 members 
Mstep: Class 54 contains 25562 members 
Mstep: Class 55 contains 37819 members 
Mstep: Class 56 contains 31610 members 
Mstep: Class 57 contains 2312 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268448.000000 Penalty: 196194.187500
Iteration 115Q: 59 clusters Score -1.612684e+08 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5567 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17689 members 
Mstep: Class 8 contains 31964 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 3459 members 
Mstep: Class 12 contains 29270 members 
Mstep: Class 13 contains 43826 members 
Mstep: Class 14 contains 52792 members 
Mstep: Class 15 contains 7170 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21355 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 8221 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4348 members 
Mstep: Class 24 contains 32884 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 29699 members 
Mstep: Class 28 contains 34604 members 
Mstep: Class 29 contains 43490 members 
Mstep: Class 30 contains 4170 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26740 members 
Mstep: Class 33 contains 22503 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 1496 members 
Mstep: Class 37 contains 2194 members 
Mstep: Class 38 contains 752 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29262 members 
Mstep: Class 42 contains 43065 members 
Mstep: Class 43 contains 38058 members 
Mstep: Class 44 contains 71017 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21021 members 
Mstep: Class 47 contains 2595 members 
Mstep: Class 48 contains 44977 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2428 members 
Mstep: Class 52 contains 19017 members 
Mstep: Class 53 contains 3135 members 
Mstep: Class 54 contains 25558 members 
Mstep: Class 55 contains 37927 members 
Mstep: Class 56 contains 31595 members 
Mstep: Class 57 contains 2306 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161269232.000000 Penalty: 196194.187500
Iteration 116Q: 59 clusters Score -1.612692e+08 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 32199 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 3446 members 
Mstep: Class 12 contains 29299 members 
Mstep: Class 13 contains 44190 members 
Mstep: Class 14 contains 52736 members 
Mstep: Class 15 contains 7188 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21365 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8248 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 31805 members 
Mstep: Class 25 contains 1223 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 29712 members 
Mstep: Class 28 contains 34702 members 
Mstep: Class 29 contains 43718 members 
Mstep: Class 30 contains 4168 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26699 members 
Mstep: Class 33 contains 22507 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 2204 members 
Mstep: Class 38 contains 754 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29236 members 
Mstep: Class 42 contains 43223 members 
Mstep: Class 43 contains 37982 members 
Mstep: Class 44 contains 70847 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21002 members 
Mstep: Class 47 contains 2598 members 
Mstep: Class 48 contains 44952 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 52 contains 19195 members 
Mstep: Class 53 contains 3140 members 
Mstep: Class 54 contains 25575 members 
Mstep: Class 55 contains 38059 members 
Mstep: Class 56 contains 31621 members 
Mstep: Class 57 contains 2305 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161269424.000000 Penalty: 196194.187500
Iteration 117Q: 59 clusters Score -1.612694e+08 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5560 members 
Mstep: Class 4 contains 540 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17497 members 
Mstep: Class 8 contains 32495 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 3432 members 
Mstep: Class 12 contains 29324 members 
Mstep: Class 13 contains 44513 members 
Mstep: Class 14 contains 52668 members 
Mstep: Class 15 contains 7208 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21365 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 30732 members 
Mstep: Class 25 contains 1223 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 29705 members 
Mstep: Class 28 contains 34724 members 
Mstep: Class 29 contains 43802 members 
Mstep: Class 30 contains 4164 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26691 members 
Mstep: Class 33 contains 22481 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 2218 members 
Mstep: Class 38 contains 756 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29209 members 
Mstep: Class 42 contains 43364 members 
Mstep: Class 43 contains 37983 members 
Mstep: Class 44 contains 70681 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21012 members 
Mstep: Class 47 contains 2600 members 
Mstep: Class 48 contains 44909 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2428 members 
Mstep: Class 52 contains 19392 members 
Mstep: Class 53 contains 3142 members 
Mstep: Class 54 contains 25618 members 
Mstep: Class 55 contains 38194 members 
Mstep: Class 56 contains 31799 members 
Mstep: Class 57 contains 2301 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161269584.000000 Penalty: 196194.187500
Iteration 118Q: 59 clusters Score -1.612696e+08 nChanged 5941
Entering ConstructFrom: 
Score: -161269584.000000 Penalty: 196194.187500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -218014.984375 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -218015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -215962.390625 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -215962.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -216347.984375 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -216348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -216501.343750 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -216501.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -216637.546875 Penalty: 3527.310059
	Iteration 3F: 3 clusters Score -216637.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -216747.671875 Penalty: 3527.310059
	Iteration 4Q: 3 clusters Score -216747.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -216806.171875 Penalty: 3527.310059
	Iteration 5Q: 3 clusters Score -216806.2 nChanged 28
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: -216854.546875 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -216854.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -216885.828125 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -216885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -216907.906250 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -216907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -216927.390625 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -216927.4 nChanged 5
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: -216933.234375 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -216933.2 nChanged 2
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: -216937.828125 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -216937.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -216942.875000 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -216942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -216950.000000 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -216950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -216956.859375 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -216956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -216957.421875 Penalty: 3527.310059
	Iteration 15Q: 3 clusters Score -216957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -216960.937500 Penalty: 3527.310059
	Iteration 16Q: 3 clusters Score -216960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -216961.500000 Penalty: 3527.310059
	Iteration 17Q: 3 clusters Score -216961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -216961.500000 Penalty: 3527.310059
	Iteration 18F: 3 clusters Score -216961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -42420.058594 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -42420.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41203.128906 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -41203.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41444.601562 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -41444.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41558.324219 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -41558.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41619.917969 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -41619.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41655.804688 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -41655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41675.085938 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -41675.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41683.468750 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -41683.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41687.367188 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -41687.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41689.027344 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -41689.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41689.027344 Penalty: 2871.820312
	Iteration 9F: 3 clusters Score -41689.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -1064324.250000 Penalty: 2138.502441
	Iteration 0F: 2 clusters Score -1064324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1059502.500000 Penalty: 4277.004883
	Iteration 0F: 3 clusters Score -1059502 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1060776.125000 Penalty: 4277.004883
	Iteration 1F: 3 clusters Score -1060776 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1061194.875000 Penalty: 4277.004883
	Iteration 2F: 3 clusters Score -1061195 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1061569.125000 Penalty: 4277.004883
	Iteration 3F: 3 clusters Score -1061569 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1061868.875000 Penalty: 4277.004883
	Iteration 4F: 3 clusters Score -1061869 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1062108.500000 Penalty: 4277.004883
	Iteration 5F: 3 clusters Score -1062108 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1062294.375000 Penalty: 4277.004883
	Iteration 6Q: 3 clusters Score -1062294 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1062460.375000 Penalty: 4277.004883
	Iteration 7Q: 3 clusters Score -1062460 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1062616.750000 Penalty: 4277.004883
	Iteration 8Q: 3 clusters Score -1062617 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1062723.750000 Penalty: 4277.004883
	Iteration 9Q: 3 clusters Score -1062724 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1062850.750000 Penalty: 4277.004883
	Iteration 10Q: 3 clusters Score -1062851 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1062966.000000 Penalty: 4277.004883
	Iteration 11Q: 3 clusters Score -1062966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1063076.250000 Penalty: 4277.004883
	Iteration 12Q: 3 clusters Score -1063076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1063200.500000 Penalty: 4277.004883
	Iteration 13Q: 3 clusters Score -1063200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1063303.125000 Penalty: 4277.004883
	Iteration 14Q: 3 clusters Score -1063303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1063406.250000 Penalty: 4277.004883
	Iteration 15Q: 3 clusters Score -1063406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1063470.625000 Penalty: 4277.004883
	Iteration 16Q: 3 clusters Score -1063471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1063516.875000 Penalty: 4277.004883
	Iteration 17Q: 3 clusters Score -1063517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1063553.125000 Penalty: 4277.004883
	Iteration 18Q: 3 clusters Score -1063553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1063586.125000 Penalty: 4277.004883
	Iteration 19Q: 3 clusters Score -1063586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1063608.250000 Penalty: 4277.004883
	Iteration 20F: 3 clusters Score -1063608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1063622.000000 Penalty: 4277.004883
	Iteration 21Q: 3 clusters Score -1063622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1063639.125000 Penalty: 4277.004883
	Iteration 22Q: 3 clusters Score -1063639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1063644.750000 Penalty: 4277.004883
	Iteration 23Q: 3 clusters Score -1063645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1063652.375000 Penalty: 4277.004883
	Iteration 24Q: 3 clusters Score -1063652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1063659.375000 Penalty: 4277.004883
	Iteration 25Q: 3 clusters Score -1063659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1063672.750000 Penalty: 4277.004883
	Iteration 26Q: 3 clusters Score -1063673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1063686.375000 Penalty: 4277.004883
	Iteration 27Q: 3 clusters Score -1063686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1063700.125000 Penalty: 4277.004883
	Iteration 28Q: 3 clusters Score -1063700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1063708.375000 Penalty: 4277.004883
	Iteration 29Q: 3 clusters Score -1063708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1063713.500000 Penalty: 4277.004883
	Iteration 30Q: 3 clusters Score -1063714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1063717.500000 Penalty: 4277.004883
	Iteration 31Q: 3 clusters Score -1063718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1063717.625000 Penalty: 4277.004883
	Iteration 32Q: 3 clusters Score -1063718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1063721.375000 Penalty: 4277.004883
	Iteration 33Q: 3 clusters Score -1063721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1063722.125000 Penalty: 4277.004883
	Iteration 34Q: 3 clusters Score -1063722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1063722.250000 Penalty: 4277.004883
	Iteration 35Q: 3 clusters Score -1063722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1063723.125000 Penalty: 4277.004883
	Iteration 36Q: 3 clusters Score -1063723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1063723.125000 Penalty: 4277.004883
	Iteration 37F: 3 clusters Score -1063723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -91950.007812 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -91950.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -90422.796875 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -90422.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -90679.335938 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -90679.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -90752.195312 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -90752.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -90818.250000 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -90818.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -90850.523438 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -90850.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -90867.382812 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -90867.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -90881.882812 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -90881.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -90894.773438 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -90894.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -90936.445312 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -90936.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -91021.117188 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -91021.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -91122.500000 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -91122.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -91156.773438 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -91156.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -91220.109375 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -91220.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -91255.585938 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -91255.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -91300.562500 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -91300.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -91353.867188 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -91353.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -91371.015625 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -91371.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -91389.031250 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -91389.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -91389.890625 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -91389.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -91405.585938 Penalty: 3121.535889
	Iteration 19F: 3 clusters Score -91405.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -91442.992188 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -91442.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -91468.593750 Penalty: 3121.535889
	Iteration 21Q: 3 clusters Score -91468.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -91481.132812 Penalty: 3121.535889
	Iteration 22Q: 3 clusters Score -91481.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -91483.015625 Penalty: 3121.535889
	Iteration 23Q: 3 clusters Score -91483.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -91483.015625 Penalty: 3121.535889
	Iteration 24F: 3 clusters Score -91483.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -101430.617188 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -101430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99910.398438 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -99910.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100356.617188 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -100356.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100555.039062 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -100555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -100643.351562 Penalty: 3209.516602
	Iteration 3Q: 3 clusters Score -100643.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -100703.671875 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -100703.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -100746.648438 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -100746.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -100829.773438 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -100829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100866.453125 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -100866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100883.421875 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -100883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100895.898438 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -100895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100916.695312 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -100916.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100948.882812 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -100948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100992.164062 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -100992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -101008.484375 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -101008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101020.656250 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -101020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101030.000000 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -101030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101044.656250 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -101044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -101080.632812 Penalty: 3209.516602
	Iteration 17Q: 3 clusters Score -101080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101121.070312 Penalty: 3209.516602
	Iteration 18Q: 3 clusters Score -101121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -101142.351562 Penalty: 3209.516602
	Iteration 19Q: 3 clusters Score -101142.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101181.742188 Penalty: 3209.516602
	Iteration 20F: 3 clusters Score -101181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101253.664062 Penalty: 3209.516602
	Iteration 21Q: 3 clusters Score -101253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101306.757812 Penalty: 3209.516602
	Iteration 22Q: 3 clusters Score -101306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101335.773438 Penalty: 3209.516602
	Iteration 23Q: 3 clusters Score -101335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101338.312500 Penalty: 3209.516602
	Iteration 24Q: 3 clusters Score -101338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101338.312500 Penalty: 3209.516602
	Iteration 25F: 3 clusters Score -101338.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -49566.816406 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -49566.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48351.835938 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -48351.84 nChanged 92
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: -48743.109375 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -48743.11 nChanged 45
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: -48951.867188 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -48951.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49071.097656 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -49071.1 nChanged 13
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: -49174.484375 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -49174.48 nChanged 12
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: -49389.957031 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -49389.96 nChanged 13
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: -49531.500000 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -49531.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49637.753906 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -49637.75 nChanged 10
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: -49740.644531 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -49740.64 nChanged 3
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: -49806.179688 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -49806.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49873.851562 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -49873.85 nChanged 5
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: -49895.523438 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -49895.52 nChanged 2
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: -49903.453125 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -49903.45 nChanged 0
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: -49906.789062 Penalty: 2959.208984
	Iteration 13F: 3 clusters Score -49906.79 nChanged 3
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: -49943.367188 Penalty: 2959.208984
	Iteration 14Q: 3 clusters Score -49943.37 nChanged 3
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: -49979.332031 Penalty: 2959.208984
	Iteration 15Q: 3 clusters Score -49979.33 nChanged 0
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: -49979.332031 Penalty: 2959.208984
	Iteration 16F: 3 clusters Score -49979.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 200 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 29348 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 52619 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 29687 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 43908 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29181 members 
Mstep: Class 42 contains 43470 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 190 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Entering Unmasked Estep 
Score: -161267808.000000 Penalty: 199576.843750
Splitting cluster 6 changes total score from -161269584.000000 to -161267808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (17411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Entering Unmasked Estep 
Score: -3389106.750000 Penalty: 2421.684570
	Iteration 0F: 2 clusters Score -3389107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3376659.750000 Penalty: 4843.369141
	Iteration 0F: 3 clusters Score -3376660 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3380741.000000 Penalty: 4843.369141
	Iteration 1F: 3 clusters Score -3380741 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3381212.750000 Penalty: 4843.369141
	Iteration 2F: 3 clusters Score -3381213 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3381640.500000 Penalty: 4843.369141
	Iteration 3F: 3 clusters Score -3381640 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3382110.000000 Penalty: 4843.369141
	Iteration 4F: 3 clusters Score -3382110 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3382675.250000 Penalty: 4843.369141
	Iteration 5F: 3 clusters Score -3382675 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3383340.500000 Penalty: 4843.369141
	Iteration 6F: 3 clusters Score -3383340 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3384066.250000 Penalty: 4843.369141
	Iteration 7F: 3 clusters Score -3384066 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3384802.000000 Penalty: 4843.369141
	Iteration 8F: 3 clusters Score -3384802 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3385442.250000 Penalty: 4843.369141
	Iteration 9Q: 3 clusters Score -3385442 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3385986.250000 Penalty: 4843.369141
	Iteration 10Q: 3 clusters Score -3385986 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3386415.750000 Penalty: 4843.369141
	Iteration 11Q: 3 clusters Score -3386416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3386720.750000 Penalty: 4843.369141
	Iteration 12Q: 3 clusters Score -3386721 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3386905.250000 Penalty: 4843.369141
	Iteration 13Q: 3 clusters Score -3386905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3386993.750000 Penalty: 4843.369141
	Iteration 14Q: 3 clusters Score -3386994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3387034.000000 Penalty: 4843.369141
	Iteration 15Q: 3 clusters Score -3387034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3387072.750000 Penalty: 4843.369141
	Iteration 16Q: 3 clusters Score -3387073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3387083.250000 Penalty: 4843.369141
	Iteration 17Q: 3 clusters Score -3387083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3387097.000000 Penalty: 4843.369141
	Iteration 18Q: 3 clusters Score -3387097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3387103.500000 Penalty: 4843.369141
	Iteration 19Q: 3 clusters Score -3387104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3387107.000000 Penalty: 4843.369141
	Iteration 20F: 3 clusters Score -3387107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3387109.250000 Penalty: 4843.369141
	Iteration 21Q: 3 clusters Score -3387109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3387115.000000 Penalty: 4843.369141
	Iteration 22Q: 3 clusters Score -3387115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3387116.250000 Penalty: 4843.369141
	Iteration 23Q: 3 clusters Score -3387116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3387120.000000 Penalty: 4843.369141
	Iteration 24Q: 3 clusters Score -3387120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3387123.250000 Penalty: 4843.369141
	Iteration 25Q: 3 clusters Score -3387123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3387129.750000 Penalty: 4843.369141
	Iteration 26Q: 3 clusters Score -3387130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3387141.750000 Penalty: 4843.369141
	Iteration 27Q: 3 clusters Score -3387142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3387141.250000 Penalty: 4843.369141
	Iteration 28Q: 3 clusters Score -3387141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3387142.500000 Penalty: 4843.369141
	Iteration 29Q: 3 clusters Score -3387142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3387144.750000 Penalty: 4843.369141
	Iteration 30Q: 3 clusters Score -3387145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3387145.750000 Penalty: 4843.369141
	Iteration 31Q: 3 clusters Score -3387146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3387144.750000 Penalty: 4843.369141
	Iteration 32Q: 3 clusters Score -3387145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3387145.000000 Penalty: 4843.369141
	Iteration 33Q: 3 clusters Score -3387145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3387147.750000 Penalty: 4843.369141
	Iteration 34Q: 3 clusters Score -3387148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3387151.000000 Penalty: 4843.369141
	Iteration 35Q: 3 clusters Score -3387151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3387151.000000 Penalty: 4843.369141
	Iteration 36F: 3 clusters Score -3387151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Entering Unmasked Estep 
Score: -6263566.000000 Penalty: 2578.204590
	Iteration 0F: 2 clusters Score -6263566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -6242494.500000 Penalty: 5156.409180
	Iteration 0F: 3 clusters Score -6242494 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -6250672.000000 Penalty: 5156.409180
	Iteration 1F: 3 clusters Score -6250672 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -6251185.500000 Penalty: 5156.409180
	Iteration 2Q: 3 clusters Score -6251186 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -6251752.500000 Penalty: 5156.409180
	Iteration 3Q: 3 clusters Score -6251752 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6252512.500000 Penalty: 5156.409180
	Iteration 4Q: 3 clusters Score -6252512 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -6253517.500000 Penalty: 5156.409180
	Iteration 5F: 3 clusters Score -6253518 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -6254819.500000 Penalty: 5156.409180
	Iteration 6F: 3 clusters Score -6254820 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -6256418.000000 Penalty: 5156.409180
	Iteration 7F: 3 clusters Score -6256418 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -6258243.000000 Penalty: 5156.409180
	Iteration 8F: 3 clusters Score -6258243 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -6259788.500000 Penalty: 5156.409180
	Iteration 9Q: 3 clusters Score -6259788 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6260849.000000 Penalty: 5156.409180
	Iteration 10Q: 3 clusters Score -6260849 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -6261454.500000 Penalty: 5156.409180
	Iteration 11Q: 3 clusters Score -6261454 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -6261722.000000 Penalty: 5156.409180
	Iteration 12Q: 3 clusters Score -6261722 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -6261862.000000 Penalty: 5156.409180
	Iteration 13Q: 3 clusters Score -6261862 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -6261962.500000 Penalty: 5156.409180
	Iteration 14Q: 3 clusters Score -6261962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -6262025.500000 Penalty: 5156.409180
	Iteration 15Q: 3 clusters Score -6262026 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6262059.500000 Penalty: 5156.409180
	Iteration 16Q: 3 clusters Score -6262060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -6262100.500000 Penalty: 5156.409180
	Iteration 17Q: 3 clusters Score -6262100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6262100.500000 Penalty: 5156.409180
	Iteration 18Q: 3 clusters Score -6262100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -6262113.500000 Penalty: 5156.409180
	Iteration 19Q: 3 clusters Score -6262114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -6262127.000000 Penalty: 5156.409180
	Iteration 20F: 3 clusters Score -6262127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -6262120.000000 Penalty: 5156.409180
	Iteration 21Q: 3 clusters Score -6262120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -6262124.500000 Penalty: 5156.409180
	Iteration 22Q: 3 clusters Score -6262124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -6262133.000000 Penalty: 5156.409180
	Iteration 23Q: 3 clusters Score -6262133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -6262113.000000 Penalty: 5156.409180
	Iteration 24Q: 3 clusters Score -6262113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -6262115.000000 Penalty: 5156.409180
	Iteration 25Q: 3 clusters Score -6262115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -6262120.000000 Penalty: 5156.409180
	Iteration 26Q: 3 clusters Score -6262120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -6262126.000000 Penalty: 5156.409180
	Iteration 27Q: 3 clusters Score -6262126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -6262130.500000 Penalty: 5156.409180
	Iteration 28Q: 3 clusters Score -6262130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -6262125.000000 Penalty: 5156.409180
	Iteration 29Q: 3 clusters Score -6262125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -6262121.000000 Penalty: 5156.409180
	Iteration 30Q: 3 clusters Score -6262121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -6262130.000000 Penalty: 5156.409180
	Iteration 31Q: 3 clusters Score -6262130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -6262126.000000 Penalty: 5156.409180
	Iteration 32Q: 3 clusters Score -6262126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -6262114.500000 Penalty: 5156.409180
	Iteration 33Q: 3 clusters Score -6262114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -6262128.000000 Penalty: 5156.409180
	Iteration 34Q: 3 clusters Score -6262128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6262126.000000 Penalty: 5156.409180
	Iteration 35Q: 3 clusters Score -6262126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6262124.500000 Penalty: 5156.409180
	Iteration 36Q: 3 clusters Score -6262124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6262127.500000 Penalty: 5156.409180
	Iteration 37Q: 3 clusters Score -6262128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -6262129.500000 Penalty: 5156.409180
	Iteration 38Q: 3 clusters Score -6262130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -6262125.500000 Penalty: 5156.409180
	Iteration 39Q: 3 clusters Score -6262126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6262124.500000 Penalty: 5156.409180
	Iteration 40F: 3 clusters Score -6262124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -6262128.000000 Penalty: 5156.409180
	Iteration 41Q: 3 clusters Score -6262128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6262130.000000 Penalty: 5156.409180
	Iteration 42Q: 3 clusters Score -6262130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -6262130.000000 Penalty: 5156.409180
	Iteration 43Q: 3 clusters Score -6262130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -6262130.500000 Penalty: 5156.409180
	Iteration 44Q: 3 clusters Score -6262130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -6262131.000000 Penalty: 5156.409180
	Iteration 45Q: 3 clusters Score -6262131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6262131.500000 Penalty: 5156.409180
	Iteration 46Q: 3 clusters Score -6262132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -6262131.000000 Penalty: 5156.409180
	Iteration 47Q: 3 clusters Score -6262131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -6262130.500000 Penalty: 5156.409180
	Iteration 48Q: 3 clusters Score -6262130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -6262125.000000 Penalty: 5156.409180
	Iteration 49Q: 3 clusters Score -6262125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6262131.000000 Penalty: 5156.409180
	Iteration 50Q: 3 clusters Score -6262131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6262131.000000 Penalty: 5156.409180
	Iteration 51F: 3 clusters Score -6262131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -75867.234375 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -75867.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74426.320312 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -74426.32 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -74614.031250 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -74614.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74670.023438 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -74670.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -74690.820312 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -74690.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -74712.898438 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -74712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -74714.812500 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -74714.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74716.679688 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -74716.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -74718.523438 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -74718.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74720.734375 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -74720.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74720.734375 Penalty: 3024.645020
	Iteration 9F: 3 clusters Score -74720.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -101311.226562 Penalty: 1577.174316
	Iteration 0F: 2 clusters Score -101311.2 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 310 members 
Entering Unmasked Estep 
Score: -99813.960938 Penalty: 3154.348633
	Iteration 0F: 3 clusters Score -99813.96 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100071.937500 Penalty: 3154.348633
	Iteration 1F: 3 clusters Score -100071.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100146.398438 Penalty: 3154.348633
	Iteration 2F: 3 clusters Score -100146.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -100203.257812 Penalty: 3154.348633
	Iteration 3Q: 3 clusters Score -100203.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100242.867188 Penalty: 3154.348633
	Iteration 4Q: 3 clusters Score -100242.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100269.218750 Penalty: 3154.348633
	Iteration 5Q: 3 clusters Score -100269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100321.000000 Penalty: 3154.348633
	Iteration 6Q: 3 clusters Score -100321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100432.773438 Penalty: 3154.348633
	Iteration 7Q: 3 clusters Score -100432.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100487.273438 Penalty: 3154.348633
	Iteration 8Q: 3 clusters Score -100487.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100562.320312 Penalty: 3154.348633
	Iteration 9Q: 3 clusters Score -100562.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100594.867188 Penalty: 3154.348633
	Iteration 10Q: 3 clusters Score -100594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100626.125000 Penalty: 3154.348633
	Iteration 11Q: 3 clusters Score -100626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100638.218750 Penalty: 3154.348633
	Iteration 12Q: 3 clusters Score -100638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100646.382812 Penalty: 3154.348633
	Iteration 13Q: 3 clusters Score -100646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100649.125000 Penalty: 3154.348633
	Iteration 14Q: 3 clusters Score -100649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100655.484375 Penalty: 3154.348633
	Iteration 15F: 3 clusters Score -100655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100680.929688 Penalty: 3154.348633
	Iteration 16Q: 3 clusters Score -100680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100690.695312 Penalty: 3154.348633
	Iteration 17Q: 3 clusters Score -100690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100690.695312 Penalty: 3154.348633
	Iteration 18F: 3 clusters Score -100690.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Entering Unmasked Estep 
Score: -646985.000000 Penalty: 2018.146729
	Iteration 0F: 2 clusters Score -646985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -643446.875000 Penalty: 4036.293457
	Iteration 0F: 3 clusters Score -643446.9 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -644433.562500 Penalty: 4036.293457
	Iteration 1F: 3 clusters Score -644433.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -644836.000000 Penalty: 4036.293457
	Iteration 2F: 3 clusters Score -644836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -645111.250000 Penalty: 4036.293457
	Iteration 3F: 3 clusters Score -645111.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -645303.375000 Penalty: 4036.293457
	Iteration 4F: 3 clusters Score -645303.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -645427.750000 Penalty: 4036.293457
	Iteration 5Q: 3 clusters Score -645427.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -645518.750000 Penalty: 4036.293457
	Iteration 6Q: 3 clusters Score -645518.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -645589.312500 Penalty: 4036.293457
	Iteration 7Q: 3 clusters Score -645589.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -645649.625000 Penalty: 4036.293457
	Iteration 8Q: 3 clusters Score -645649.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -645693.125000 Penalty: 4036.293457
	Iteration 9Q: 3 clusters Score -645693.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -645718.187500 Penalty: 4036.293457
	Iteration 10Q: 3 clusters Score -645718.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -645735.875000 Penalty: 4036.293457
	Iteration 11Q: 3 clusters Score -645735.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -645755.812500 Penalty: 4036.293457
	Iteration 12Q: 3 clusters Score -645755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -645765.625000 Penalty: 4036.293457
	Iteration 13Q: 3 clusters Score -645765.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -645781.312500 Penalty: 4036.293457
	Iteration 14Q: 3 clusters Score -645781.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -645797.250000 Penalty: 4036.293457
	Iteration 15Q: 3 clusters Score -645797.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -645806.250000 Penalty: 4036.293457
	Iteration 16Q: 3 clusters Score -645806.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -645812.750000 Penalty: 4036.293457
	Iteration 17Q: 3 clusters Score -645812.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -645819.250000 Penalty: 4036.293457
	Iteration 18Q: 3 clusters Score -645819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -645823.187500 Penalty: 4036.293457
	Iteration 19Q: 3 clusters Score -645823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -645825.937500 Penalty: 4036.293457
	Iteration 20F: 3 clusters Score -645825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -645829.437500 Penalty: 4036.293457
	Iteration 21Q: 3 clusters Score -645829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -645832.750000 Penalty: 4036.293457
	Iteration 22Q: 3 clusters Score -645832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -645833.125000 Penalty: 4036.293457
	Iteration 23Q: 3 clusters Score -645833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -645835.312500 Penalty: 4036.293457
	Iteration 24Q: 3 clusters Score -645835.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -645837.312500 Penalty: 4036.293457
	Iteration 25Q: 3 clusters Score -645837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -645837.750000 Penalty: 4036.293457
	Iteration 26Q: 3 clusters Score -645837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -645838.312500 Penalty: 4036.293457
	Iteration 27Q: 3 clusters Score -645838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -645839.312500 Penalty: 4036.293457
	Iteration 28Q: 3 clusters Score -645839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -645842.562500 Penalty: 4036.293457
	Iteration 29Q: 3 clusters Score -645842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -645842.437500 Penalty: 4036.293457
	Iteration 30Q: 3 clusters Score -645842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -645844.000000 Penalty: 4036.293457
	Iteration 31Q: 3 clusters Score -645844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -645845.187500 Penalty: 4036.293457
	Iteration 32Q: 3 clusters Score -645845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -645845.375000 Penalty: 4036.293457
	Iteration 33Q: 3 clusters Score -645845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -645845.062500 Penalty: 4036.293457
	Iteration 34Q: 3 clusters Score -645845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -645846.187500 Penalty: 4036.293457
	Iteration 35Q: 3 clusters Score -645846.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -645846.187500 Penalty: 4036.293457
	Iteration 36F: 3 clusters Score -645846.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Entering Unmasked Estep 
Score: -6177717.500000 Penalty: 2551.170898
	Iteration 0F: 2 clusters Score -6177718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -6167076.000000 Penalty: 5102.341797
	Iteration 0F: 3 clusters Score -6167076 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -6173924.000000 Penalty: 5102.341797
	Iteration 1F: 3 clusters Score -6173924 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -6174325.500000 Penalty: 5102.341797
	Iteration 2F: 3 clusters Score -6174326 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -6174657.000000 Penalty: 5102.341797
	Iteration 3Q: 3 clusters Score -6174657 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -6174962.500000 Penalty: 5102.341797
	Iteration 4Q: 3 clusters Score -6174962 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -6175224.500000 Penalty: 5102.341797
	Iteration 5Q: 3 clusters Score -6175224 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -6175534.500000 Penalty: 5102.341797
	Iteration 6Q: 3 clusters Score -6175534 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -6175798.500000 Penalty: 5102.341797
	Iteration 7Q: 3 clusters Score -6175798 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6176100.000000 Penalty: 5102.341797
	Iteration 8Q: 3 clusters Score -6176100 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -6176381.500000 Penalty: 5102.341797
	Iteration 9Q: 3 clusters Score -6176382 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6176790.000000 Penalty: 5102.341797
	Iteration 10Q: 3 clusters Score -6176790 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -6177413.000000 Penalty: 5102.341797
	Iteration 11F: 3 clusters Score -6177413 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -6178430.000000 Penalty: 5102.341797
	Iteration 12F: 3 clusters Score -6178430 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -6179256.000000 Penalty: 5102.341797
	Iteration 13F: 3 clusters Score -6179256 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -6179675.500000 Penalty: 5102.341797
	Iteration 14Q: 3 clusters Score -6179676 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -6180094.500000 Penalty: 5102.341797
	Iteration 15Q: 3 clusters Score -6180094 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -6180420.500000 Penalty: 5102.341797
	Iteration 16Q: 3 clusters Score -6180420 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -6181055.000000 Penalty: 5102.341797
	Iteration 17Q: 3 clusters Score -6181055 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -6181676.500000 Penalty: 5102.341797
	Iteration 18Q: 3 clusters Score -6181676 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -6182199.000000 Penalty: 5102.341797
	Iteration 19Q: 3 clusters Score -6182199 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -6182540.000000 Penalty: 5102.341797
	Iteration 20F: 3 clusters Score -6182540 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -6182759.000000 Penalty: 5102.341797
	Iteration 21Q: 3 clusters Score -6182759 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -6182724.000000 Penalty: 5102.341797
	Iteration 22Q: 3 clusters Score -6182724 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -6182876.500000 Penalty: 5102.341797
	Iteration 23Q: 3 clusters Score -6182876 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -6182991.000000 Penalty: 5102.341797
	Iteration 24Q: 3 clusters Score -6182991 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -6183069.000000 Penalty: 5102.341797
	Iteration 25Q: 3 clusters Score -6183069 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -6183097.500000 Penalty: 5102.341797
	Iteration 26Q: 3 clusters Score -6183098 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -6183093.000000 Penalty: 5102.341797
	Iteration 27Q: 3 clusters Score -6183093 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -6183176.500000 Penalty: 5102.341797
	Iteration 28Q: 3 clusters Score -6183176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -6183257.000000 Penalty: 5102.341797
	Iteration 29Q: 3 clusters Score -6183257 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -6183368.000000 Penalty: 5102.341797
	Iteration 30Q: 3 clusters Score -6183368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -6183435.000000 Penalty: 5102.341797
	Iteration 31Q: 3 clusters Score -6183435 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -6183470.500000 Penalty: 5102.341797
	Iteration 32Q: 3 clusters Score -6183470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -6183453.000000 Penalty: 5102.341797
	Iteration 33Q: 3 clusters Score -6183453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -6183469.500000 Penalty: 5102.341797
	Iteration 34Q: 3 clusters Score -6183470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -6183417.000000 Penalty: 5102.341797
	Iteration 35Q: 3 clusters Score -6183417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -6183474.500000 Penalty: 5102.341797
	Iteration 36Q: 3 clusters Score -6183474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6183415.500000 Penalty: 5102.341797
	Iteration 37Q: 3 clusters Score -6183416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -6183443.500000 Penalty: 5102.341797
	Iteration 38Q: 3 clusters Score -6183444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -6183420.000000 Penalty: 5102.341797
	Iteration 39Q: 3 clusters Score -6183420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -6183433.000000 Penalty: 5102.341797
	Iteration 40F: 3 clusters Score -6183433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -6183416.000000 Penalty: 5102.341797
	Iteration 41Q: 3 clusters Score -6183416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -6183429.000000 Penalty: 5102.341797
	Iteration 42Q: 3 clusters Score -6183429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6183407.500000 Penalty: 5102.341797
	Iteration 43Q: 3 clusters Score -6183408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -6183399.500000 Penalty: 5102.341797
	Iteration 44Q: 3 clusters Score -6183400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -6183400.500000 Penalty: 5102.341797
	Iteration 45Q: 3 clusters Score -6183400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6183397.000000 Penalty: 5102.341797
	Iteration 46Q: 3 clusters Score -6183397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6183397.000000 Penalty: 5102.341797
	Iteration 47F: 3 clusters Score -6183397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 52619 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 29687 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 43908 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29181 members 
Mstep: Class 42 contains 43470 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Entering Unmasked Estep 
Score: -161273280.000000 Penalty: 199576.843750
Splitting cluster 12 changes total score from -161269584.000000 to -161273280.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 13 (44818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Entering Unmasked Estep 
Score: -8644629.000000 Penalty: 2656.170654
	Iteration 0F: 2 clusters Score -8644629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -8620730.000000 Penalty: 5312.341309
	Iteration 0F: 3 clusters Score -8620730 nChanged 20458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -8631871.000000 Penalty: 5312.341309
	Iteration 1F: 3 clusters Score -8631871 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -8632369.000000 Penalty: 5312.341309
	Iteration 2Q: 3 clusters Score -8632369 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -8632833.000000 Penalty: 5312.341309
	Iteration 3Q: 3 clusters Score -8632833 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -8633221.000000 Penalty: 5312.341309
	Iteration 4Q: 3 clusters Score -8633221 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -8633644.000000 Penalty: 5312.341309
	Iteration 5Q: 3 clusters Score -8633644 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -8633997.000000 Penalty: 5312.341309
	Iteration 6Q: 3 clusters Score -8633997 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -8634412.000000 Penalty: 5312.341309
	Iteration 7Q: 3 clusters Score -8634412 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -8634981.000000 Penalty: 5312.341309
	Iteration 8Q: 3 clusters Score -8634981 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -8635599.000000 Penalty: 5312.341309
	Iteration 9Q: 3 clusters Score -8635599 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -8636366.000000 Penalty: 5312.341309
	Iteration 10Q: 3 clusters Score -8636366 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -8637211.000000 Penalty: 5312.341309
	Iteration 11F: 3 clusters Score -8637211 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -8638058.000000 Penalty: 5312.341309
	Iteration 12Q: 3 clusters Score -8638058 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -8638777.000000 Penalty: 5312.341309
	Iteration 13Q: 3 clusters Score -8638777 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -8639473.000000 Penalty: 5312.341309
	Iteration 14Q: 3 clusters Score -8639473 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -8639932.000000 Penalty: 5312.341309
	Iteration 15Q: 3 clusters Score -8639932 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -8640262.000000 Penalty: 5312.341309
	Iteration 16Q: 3 clusters Score -8640262 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -8640421.000000 Penalty: 5312.341309
	Iteration 17Q: 3 clusters Score -8640421 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -8640512.000000 Penalty: 5312.341309
	Iteration 18Q: 3 clusters Score -8640512 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8640559.000000 Penalty: 5312.341309
	Iteration 19Q: 3 clusters Score -8640559 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -8640628.000000 Penalty: 5312.341309
	Iteration 20F: 3 clusters Score -8640628 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8640705.000000 Penalty: 5312.341309
	Iteration 21Q: 3 clusters Score -8640705 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -8640778.000000 Penalty: 5312.341309
	Iteration 22Q: 3 clusters Score -8640778 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -8640858.000000 Penalty: 5312.341309
	Iteration 23Q: 3 clusters Score -8640858 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -8640969.000000 Penalty: 5312.341309
	Iteration 24Q: 3 clusters Score -8640969 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -8641043.000000 Penalty: 5312.341309
	Iteration 25Q: 3 clusters Score -8641043 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -8641118.000000 Penalty: 5312.341309
	Iteration 26Q: 3 clusters Score -8641118 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -8641209.000000 Penalty: 5312.341309
	Iteration 27Q: 3 clusters Score -8641209 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -8641295.000000 Penalty: 5312.341309
	Iteration 28Q: 3 clusters Score -8641295 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -8641367.000000 Penalty: 5312.341309
	Iteration 29Q: 3 clusters Score -8641367 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -8641408.000000 Penalty: 5312.341309
	Iteration 30Q: 3 clusters Score -8641408 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -8641538.000000 Penalty: 5312.341309
	Iteration 31Q: 3 clusters Score -8641538 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -8641604.000000 Penalty: 5312.341309
	Iteration 32Q: 3 clusters Score -8641604 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -8641684.000000 Penalty: 5312.341309
	Iteration 33Q: 3 clusters Score -8641684 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -8641745.000000 Penalty: 5312.341309
	Iteration 34Q: 3 clusters Score -8641745 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -8641810.000000 Penalty: 5312.341309
	Iteration 35Q: 3 clusters Score -8641810 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -8641878.000000 Penalty: 5312.341309
	Iteration 36Q: 3 clusters Score -8641878 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -8641942.000000 Penalty: 5312.341309
	Iteration 37Q: 3 clusters Score -8641942 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -8642020.000000 Penalty: 5312.341309
	Iteration 38Q: 3 clusters Score -8642020 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -8642081.000000 Penalty: 5312.341309
	Iteration 39Q: 3 clusters Score -8642081 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -8642130.000000 Penalty: 5312.341309
	Iteration 40F: 3 clusters Score -8642130 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -8642208.000000 Penalty: 5312.341309
	Iteration 41Q: 3 clusters Score -8642208 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -8642309.000000 Penalty: 5312.341309
	Iteration 42Q: 3 clusters Score -8642309 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -8642396.000000 Penalty: 5312.341309
	Iteration 43Q: 3 clusters Score -8642396 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -8642462.000000 Penalty: 5312.341309
	Iteration 44Q: 3 clusters Score -8642462 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -8642549.000000 Penalty: 5312.341309
	Iteration 45Q: 3 clusters Score -8642549 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -8642627.000000 Penalty: 5312.341309
	Iteration 46Q: 3 clusters Score -8642627 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -8642716.000000 Penalty: 5312.341309
	Iteration 47Q: 3 clusters Score -8642716 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -8642782.000000 Penalty: 5312.341309
	Iteration 48Q: 3 clusters Score -8642782 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -8642837.000000 Penalty: 5312.341309
	Iteration 49Q: 3 clusters Score -8642837 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -8642903.000000 Penalty: 5312.341309
	Iteration 50Q: 3 clusters Score -8642903 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -8642924.000000 Penalty: 5312.341309
	Iteration 51Q: 3 clusters Score -8642924 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -8642974.000000 Penalty: 5312.341309
	Iteration 52Q: 3 clusters Score -8642974 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -8643022.000000 Penalty: 5312.341309
	Iteration 53Q: 3 clusters Score -8643022 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -8643039.000000 Penalty: 5312.341309
	Iteration 54Q: 3 clusters Score -8643039 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -8643049.000000 Penalty: 5312.341309
	Iteration 55Q: 3 clusters Score -8643049 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -8643074.000000 Penalty: 5312.341309
	Iteration 56Q: 3 clusters Score -8643074 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -8643090.000000 Penalty: 5312.341309
	Iteration 57Q: 3 clusters Score -8643090 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -8643098.000000 Penalty: 5312.341309
	Iteration 58Q: 3 clusters Score -8643098 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -8643096.000000 Penalty: 5312.341309
	Iteration 59Q: 3 clusters Score -8643096 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -8643104.000000 Penalty: 5312.341309
	Iteration 60F: 3 clusters Score -8643104 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -8643102.000000 Penalty: 5312.341309
	Iteration 61Q: 3 clusters Score -8643102 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -8643068.000000 Penalty: 5312.341309
	Iteration 62Q: 3 clusters Score -8643068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -8643024.000000 Penalty: 5312.341309
	Iteration 63Q: 3 clusters Score -8643024 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -8643030.000000 Penalty: 5312.341309
	Iteration 64Q: 3 clusters Score -8643030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -8643020.000000 Penalty: 5312.341309
	Iteration 65Q: 3 clusters Score -8643020 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -8643002.000000 Penalty: 5312.341309
	Iteration 66Q: 3 clusters Score -8643002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -8642983.000000 Penalty: 5312.341309
	Iteration 67Q: 3 clusters Score -8642983 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -8642996.000000 Penalty: 5312.341309
	Iteration 68Q: 3 clusters Score -8642996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -8642984.000000 Penalty: 5312.341309
	Iteration 69Q: 3 clusters Score -8642984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -8642994.000000 Penalty: 5312.341309
	Iteration 70Q: 3 clusters Score -8642994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -8642989.000000 Penalty: 5312.341309
	Iteration 71Q: 3 clusters Score -8642989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -8642998.000000 Penalty: 5312.341309
	Iteration 72Q: 3 clusters Score -8642998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -8643000.000000 Penalty: 5312.341309
	Iteration 73Q: 3 clusters Score -8643000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -8642999.000000 Penalty: 5312.341309
	Iteration 74Q: 3 clusters Score -8642999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -8642995.000000 Penalty: 5312.341309
	Iteration 75Q: 3 clusters Score -8642995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -8643003.000000 Penalty: 5312.341309
	Iteration 76Q: 3 clusters Score -8643003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8643002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8643018.000000 Penalty: 5312.341309
	Iteration 78Q: 3 clusters Score -8643018 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -8643001.000000 Penalty: 5312.341309
	Iteration 79Q: 3 clusters Score -8643001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -8643010.000000 Penalty: 5312.341309
	Iteration 80F: 3 clusters Score -8643010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -8643016.000000 Penalty: 5312.341309
	Iteration 81Q: 3 clusters Score -8643016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8643016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -8643009.000000 Penalty: 5312.341309
	Iteration 83Q: 3 clusters Score -8643009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -8643012.000000 Penalty: 5312.341309
	Iteration 84Q: 3 clusters Score -8643012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -8643006.000000 Penalty: 5312.341309
	Iteration 85Q: 3 clusters Score -8643006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8643006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -8643014.000000 Penalty: 5312.341309
	Iteration 87Q: 3 clusters Score -8643014 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -8643005.000000 Penalty: 5312.341309
	Iteration 88Q: 3 clusters Score -8643005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8643001 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8643001 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8643001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8643001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8642981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8642981 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8642989 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8642987 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8642992 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8643006 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8643015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -8643007.000000 Penalty: 5312.341309
	Iteration 100F: 3 clusters Score -8643007 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8642999 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8642991 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8643007 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8643004 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8643023 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15414 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8643024 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8643025 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15420 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8642996 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8643010 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15412 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8643015 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15420 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8643027 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -8643031.000000 Penalty: 5312.341309
	Iteration 112Q: 3 clusters Score -8643031 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -8643029.000000 Penalty: 5312.341309
	Iteration 113Q: 3 clusters Score -8643029 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -8643036.000000 Penalty: 5312.341309
	Iteration 114Q: 3 clusters Score -8643036 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -8643026.000000 Penalty: 5312.341309
	Iteration 115Q: 3 clusters Score -8643026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8643048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -8643032.000000 Penalty: 5312.341309
	Iteration 117Q: 3 clusters Score -8643032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -8643042.000000 Penalty: 5312.341309
	Iteration 118Q: 3 clusters Score -8643042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8643049 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -8643046.000000 Penalty: 5312.341309
	Iteration 120F: 3 clusters Score -8643046 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8643026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8643034 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15433 members 
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Entering Unmasked Estep 
Score: -8643038.000000 Penalty: 5312.341309
	Iteration 123Q: 3 clusters Score -8643038 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8643048 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15450 members 
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Entering Unmasked Estep 
Score: -8643055.000000 Penalty: 5312.341309
	Iteration 125Q: 3 clusters Score -8643055 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8643088.000000 Penalty: 5312.341309
	Iteration 126Q: 3 clusters Score -8643088 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8643087 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8643087 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -8643096.000000 Penalty: 5312.341309
	Iteration 129Q: 3 clusters Score -8643096 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -8643100.000000 Penalty: 5312.341309
	Iteration 130Q: 3 clusters Score -8643100 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8643112.000000 Penalty: 5312.341309
	Iteration 131Q: 3 clusters Score -8643112 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -8643116.000000 Penalty: 5312.341309
	Iteration 132Q: 3 clusters Score -8643116 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8643131.000000 Penalty: 5312.341309
	Iteration 133Q: 3 clusters Score -8643131 nChanged 65
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8643147.000000 Penalty: 5312.341309
	Iteration 134Q: 3 clusters Score -8643147 nChanged 73
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8643160 nChanged 78
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8643146 nChanged 77
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8643156 nChanged 88
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8643170 nChanged 88
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8643176 nChanged 98
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Entering Unmasked Estep 
Score: -8643182.000000 Penalty: 5312.341309
	Iteration 140F: 3 clusters Score -8643182 nChanged 86
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8643200 nChanged 95
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8643212 nChanged 111
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8643239 nChanged 131
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8643242 nChanged 125
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	Iteration 145Q: 3 clusters Score -8643242 nChanged 138
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	Iteration 146Q: 3 clusters Score -8643281 nChanged 116
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8643298 nChanged 122
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8643316 nChanged 121
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8643332 nChanged 139
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8643342 nChanged 150
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8643369 nChanged 163
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8643444 nChanged 164
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8643567 nChanged 221
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	Iteration 158Q: 3 clusters Score -8643599 nChanged 232
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	Iteration 159Q: 3 clusters Score -8643665 nChanged 238
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	Iteration 160F: 3 clusters Score -8643701 nChanged 258
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8643739 nChanged 284
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8643819 nChanged 299
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	Iteration 163Q: 3 clusters Score -8643879 nChanged 313
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	Iteration 164Q: 3 clusters Score -8643995 nChanged 346
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	Iteration 167Q: 3 clusters Score -8644346 nChanged 404
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	Iteration 170Q: 3 clusters Score -8644820 nChanged 433
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8644932 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8645122 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8645293 nChanged 429
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Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8645386 nChanged 417
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Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8645494 nChanged 381
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Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8645630 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8645708 nChanged 246
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Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8645773 nChanged 178
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Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8645828 nChanged 132
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Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8646030 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8646200 nChanged 375
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Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8646340 nChanged 438
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Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8646470 nChanged 410
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Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8646632 nChanged 384
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Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8646789 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8646882 nChanged 305
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Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8646929 nChanged 284
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Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8647040 nChanged 286
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Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8647087 nChanged 256
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Mstep: Class 1 contains 20620 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8647140 nChanged 234
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Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8647217 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8647262 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8647311 nChanged 179
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Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8647352 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8647378 nChanged 145
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Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8647368 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8647396 nChanged 156
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Mstep: Class 1 contains 21860 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8647399 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8647426 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22100 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8647428 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8647428 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22307 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8647423 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22395 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8647442 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22471 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8647435 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22552 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8647425 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22636 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8647433 nChanged 89
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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 208Q: 3 clusters Score -8647457 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22905 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8647449 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22972 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8647447 nChanged 65
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8647461 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8647469 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23146 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8647451 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23199 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8647429 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23246 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8647415 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23281 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8647411 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8647408 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23339 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8647398 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8647399 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23400 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8647389 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23426 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8647394 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8647391 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8647385 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8647383 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8647383 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8647371 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8647371 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8647370 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8647365 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8647367 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8647354 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8647366 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8647356 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8647358 nChanged 21
Entering Unmasked Mstep 
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	Iteration 235Q: 3 clusters Score -8647368 nChanged 19
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8647363 nChanged 18
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8647364 nChanged 25
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8647360 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8647342 nChanged 12
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8647349 nChanged 13
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8647342 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8647340 nChanged 19
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8647346 nChanged 27
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	Iteration 244Q: 3 clusters Score -8647350 nChanged 24
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	Iteration 245Q: 3 clusters Score -8647346 nChanged 30
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	Iteration 246Q: 3 clusters Score -8647346 nChanged 26
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -8647343 nChanged 28
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	Iteration 248Q: 3 clusters Score -8647338 nChanged 42
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	Iteration 249Q: 3 clusters Score -8647326 nChanged 49
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	Iteration 250Q: 3 clusters Score -8647326 nChanged 66
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	Iteration 251Q: 3 clusters Score -8647320 nChanged 73
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8647319 nChanged 82
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	Iteration 253Q: 3 clusters Score -8647294 nChanged 81
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8647278 nChanged 78
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	Iteration 255Q: 3 clusters Score -8647277 nChanged 77
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	Iteration 256Q: 3 clusters Score -8647248 nChanged 89
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	Iteration 257Q: 3 clusters Score -8647229 nChanged 114
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	Iteration 258Q: 3 clusters Score -8647236 nChanged 136
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	Iteration 259Q: 3 clusters Score -8647218 nChanged 171
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	Iteration 260F: 3 clusters Score -8647207 nChanged 193
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	Iteration 261Q: 3 clusters Score -8647229 nChanged 207
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	Iteration 262Q: 3 clusters Score -8647237 nChanged 205
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	Iteration 263Q: 3 clusters Score -8647182 nChanged 214
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	Iteration 264Q: 3 clusters Score -8647132 nChanged 210
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Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8647071 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -8647050 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -8647051 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -8647019 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -8646976 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -8646963 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -8646939 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -8646909 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -8646866 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -8646812 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -8646786 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -8646756 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -8646730 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -8646701 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -8646674 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -8646606 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -8646523 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -8646487 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -8646433 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8646394 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -8646322 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -8646277 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -8646209 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -8646217 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -8646161 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -8646139 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -8646104 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -8646088 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30334 members 
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Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -8646058 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30381 members 
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -8646039 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30428 members 
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -8646016 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30479 members 
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Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -8646001 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30536 members 
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -8645985 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -8645947 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30681 members 
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Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -8645903 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30780 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -8645872 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30898 members 
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Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -8645798 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30982 members 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -8645778 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -8645742 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31180 members 
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Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -8645695 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -8645674 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31338 members 
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Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -8645623 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -8645600 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31510 members 
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Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -8645577 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -8645545 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -8645519 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -8645499 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31738 members 
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Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -8645468 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -8645453.000000 Penalty: 5312.341309
	Iteration 313Q: 3 clusters Score -8645453 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -8645427 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -8645443 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31904 members 
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Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -8645427 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31935 members 
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Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -8645408 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -8645407 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32006 members 
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Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -8645389 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32066 members 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -8645367 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32152 members 
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Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -8645332 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -8645304 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32345 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -8645269 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -8645221.000000 Penalty: 5312.341309
	Iteration 324Q: 3 clusters Score -8645221 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -8645182 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -8645161 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -8645115 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -8645074 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -8645003 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -8644976 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -8644946 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -8644897 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33620 members 
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Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -8644871 nChanged 155
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Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -8644819 nChanged 152
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Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -8644783 nChanged 157
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -8644729 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -8644661 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -8644618 nChanged 137
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Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -8644561 nChanged 143
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Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -8644503 nChanged 134
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Mstep: Class 1 contains 34788 members 
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Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -8644459 nChanged 130
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Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -8644432 nChanged 130
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Mstep: Class 1 contains 35024 members 
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Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -8644383 nChanged 133
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Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -8644360 nChanged 117
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -8644309 nChanged 103
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -8644238 nChanged 98
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -8644170 nChanged 92
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Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -8644157 nChanged 92
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Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -8644111 nChanged 93
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Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -8644076 nChanged 77
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	Iteration 353Q: 3 clusters Score -8644053 nChanged 73
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Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -8644019 nChanged 51
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Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -8644002 nChanged 31
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	Iteration 357Q: 3 clusters Score -8644001 nChanged 24
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	Iteration 358Q: 3 clusters Score -8643988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -8643985.000000 Penalty: 5312.341309
	Iteration 359Q: 3 clusters Score -8643985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -8643985.000000 Penalty: 5312.341309
	Iteration 360F: 3 clusters Score -8643985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -8643964.000000 Penalty: 5312.341309
	Iteration 361Q: 3 clusters Score -8643964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -8643962.000000 Penalty: 5312.341309
	Iteration 362Q: 3 clusters Score -8643962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -8643964.000000 Penalty: 5312.341309
	Iteration 363Q: 3 clusters Score -8643964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -8643955.000000 Penalty: 5312.341309
	Iteration 364Q: 3 clusters Score -8643955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -8643950.000000 Penalty: 5312.341309
	Iteration 365Q: 3 clusters Score -8643950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -8643956.000000 Penalty: 5312.341309
	Iteration 366Q: 3 clusters Score -8643956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -8643958.000000 Penalty: 5312.341309
	Iteration 367Q: 3 clusters Score -8643958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -8643955.000000 Penalty: 5312.341309
	Iteration 368Q: 3 clusters Score -8643955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -8643941.000000 Penalty: 5312.341309
	Iteration 369Q: 3 clusters Score -8643941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -8643948.000000 Penalty: 5312.341309
	Iteration 370Q: 3 clusters Score -8643948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -8643947.000000 Penalty: 5312.341309
	Iteration 371Q: 3 clusters Score -8643947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -8643944.000000 Penalty: 5312.341309
	Iteration 372Q: 3 clusters Score -8643944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -8643945.000000 Penalty: 5312.341309
	Iteration 373Q: 3 clusters Score -8643945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -8643953.000000 Penalty: 5312.341309
	Iteration 374Q: 3 clusters Score -8643953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -8643957.000000 Penalty: 5312.341309
	Iteration 375Q: 3 clusters Score -8643957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -8643953.000000 Penalty: 5312.341309
	Iteration 376Q: 3 clusters Score -8643953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -8643937.000000 Penalty: 5312.341309
	Iteration 377Q: 3 clusters Score -8643937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -8643938.000000 Penalty: 5312.341309
	Iteration 378Q: 3 clusters Score -8643938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -8643928.000000 Penalty: 5312.341309
	Iteration 379Q: 3 clusters Score -8643928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -8643930.000000 Penalty: 5312.341309
	Iteration 380F: 3 clusters Score -8643930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -8643926.000000 Penalty: 5312.341309
	Iteration 381Q: 3 clusters Score -8643926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -8643925.000000 Penalty: 5312.341309
	Iteration 382Q: 3 clusters Score -8643925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -8643936.000000 Penalty: 5312.341309
	Iteration 383Q: 3 clusters Score -8643936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -8643929.000000 Penalty: 5312.341309
	Iteration 384Q: 3 clusters Score -8643929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -8643923.000000 Penalty: 5312.341309
	Iteration 385Q: 3 clusters Score -8643923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -8643926.000000 Penalty: 5312.341309
	Iteration 386Q: 3 clusters Score -8643926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -8643922.000000 Penalty: 5312.341309
	Iteration 387Q: 3 clusters Score -8643922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -8643920.000000 Penalty: 5312.341309
	Iteration 388Q: 3 clusters Score -8643920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -8643920.000000 Penalty: 5312.341309
	Iteration 389F: 3 clusters Score -8643920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Entering Unmasked Estep 
Score: -10213135.000000 Penalty: 2695.966553
	Iteration 0F: 2 clusters Score -1.021314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -10191290.000000 Penalty: 5391.933105
	Iteration 0F: 3 clusters Score -1.019129e+07 nChanged 24444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -10204782.000000 Penalty: 5391.933105
	Iteration 1F: 3 clusters Score -1.020478e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -10205298.000000 Penalty: 5391.933105
	Iteration 2Q: 3 clusters Score -1.02053e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -10205777.000000 Penalty: 5391.933105
	Iteration 3Q: 3 clusters Score -1.020578e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -10206312.000000 Penalty: 5391.933105
	Iteration 4Q: 3 clusters Score -1.020631e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -10206854.000000 Penalty: 5391.933105
	Iteration 5Q: 3 clusters Score -1.020685e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -10207395.000000 Penalty: 5391.933105
	Iteration 6Q: 3 clusters Score -1.02074e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -10208164.000000 Penalty: 5391.933105
	Iteration 7F: 3 clusters Score -1.020816e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -10209329.000000 Penalty: 5391.933105
	Iteration 8F: 3 clusters Score -1.020933e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -10210991.000000 Penalty: 5391.933105
	Iteration 9F: 3 clusters Score -1.021099e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -10213205.000000 Penalty: 5391.933105
	Iteration 10F: 3 clusters Score -1.02132e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -10214837.000000 Penalty: 5391.933105
	Iteration 11F: 3 clusters Score -1.021484e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -10215858.000000 Penalty: 5391.933105
	Iteration 12Q: 3 clusters Score -1.021586e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -10216628.000000 Penalty: 5391.933105
	Iteration 13Q: 3 clusters Score -1.021663e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -10217255.000000 Penalty: 5391.933105
	Iteration 14Q: 3 clusters Score -1.021726e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -10217939.000000 Penalty: 5391.933105
	Iteration 15Q: 3 clusters Score -1.021794e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -10218409.000000 Penalty: 5391.933105
	Iteration 16Q: 3 clusters Score -1.021841e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -10218814.000000 Penalty: 5391.933105
	Iteration 17Q: 3 clusters Score -1.021881e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -10219220.000000 Penalty: 5391.933105
	Iteration 18Q: 3 clusters Score -1.021922e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -10219653.000000 Penalty: 5391.933105
	Iteration 19Q: 3 clusters Score -1.021965e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -10220019.000000 Penalty: 5391.933105
	Iteration 20F: 3 clusters Score -1.022002e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -10220284.000000 Penalty: 5391.933105
	Iteration 21Q: 3 clusters Score -1.022028e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -10220611.000000 Penalty: 5391.933105
	Iteration 22Q: 3 clusters Score -1.022061e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -10220803.000000 Penalty: 5391.933105
	Iteration 23Q: 3 clusters Score -1.02208e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -10220938.000000 Penalty: 5391.933105
	Iteration 24Q: 3 clusters Score -1.022094e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -10221105.000000 Penalty: 5391.933105
	Iteration 25Q: 3 clusters Score -1.02211e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -10221173.000000 Penalty: 5391.933105
	Iteration 26Q: 3 clusters Score -1.022117e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -10221228.000000 Penalty: 5391.933105
	Iteration 27Q: 3 clusters Score -1.022123e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -10221252.000000 Penalty: 5391.933105
	Iteration 28Q: 3 clusters Score -1.022125e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -10221261.000000 Penalty: 5391.933105
	Iteration 29Q: 3 clusters Score -1.022126e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -10221241.000000 Penalty: 5391.933105
	Iteration 30Q: 3 clusters Score -1.022124e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -10221250.000000 Penalty: 5391.933105
	Iteration 31Q: 3 clusters Score -1.022125e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -10221248.000000 Penalty: 5391.933105
	Iteration 32Q: 3 clusters Score -1.022125e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -10221249.000000 Penalty: 5391.933105
	Iteration 33Q: 3 clusters Score -1.022125e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -10221212.000000 Penalty: 5391.933105
	Iteration 34Q: 3 clusters Score -1.022121e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -10221197.000000 Penalty: 5391.933105
	Iteration 35Q: 3 clusters Score -1.02212e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -10221165.000000 Penalty: 5391.933105
	Iteration 36Q: 3 clusters Score -1.022116e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -10221137.000000 Penalty: 5391.933105
	Iteration 37Q: 3 clusters Score -1.022114e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -10221128.000000 Penalty: 5391.933105
	Iteration 38Q: 3 clusters Score -1.022113e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -10221133.000000 Penalty: 5391.933105
	Iteration 39Q: 3 clusters Score -1.022113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -10221121.000000 Penalty: 5391.933105
	Iteration 40F: 3 clusters Score -1.022112e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -10221111.000000 Penalty: 5391.933105
	Iteration 41Q: 3 clusters Score -1.022111e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -10221086.000000 Penalty: 5391.933105
	Iteration 42Q: 3 clusters Score -1.022109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -10221101.000000 Penalty: 5391.933105
	Iteration 43Q: 3 clusters Score -1.02211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -10221083.000000 Penalty: 5391.933105
	Iteration 44Q: 3 clusters Score -1.022108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -10221080.000000 Penalty: 5391.933105
	Iteration 45Q: 3 clusters Score -1.022108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -10221075.000000 Penalty: 5391.933105
	Iteration 46Q: 3 clusters Score -1.022108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -10221062.000000 Penalty: 5391.933105
	Iteration 47Q: 3 clusters Score -1.022106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -10221063.000000 Penalty: 5391.933105
	Iteration 48Q: 3 clusters Score -1.022106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -10221060.000000 Penalty: 5391.933105
	Iteration 49Q: 3 clusters Score -1.022106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -10221067.000000 Penalty: 5391.933105
	Iteration 50Q: 3 clusters Score -1.022107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -10221060.000000 Penalty: 5391.933105
	Iteration 51Q: 3 clusters Score -1.022106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -10221056.000000 Penalty: 5391.933105
	Iteration 52Q: 3 clusters Score -1.022106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -10221055.000000 Penalty: 5391.933105
	Iteration 53Q: 3 clusters Score -1.022106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -10221058.000000 Penalty: 5391.933105
	Iteration 54Q: 3 clusters Score -1.022106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -10221053.000000 Penalty: 5391.933105
	Iteration 55Q: 3 clusters Score -1.022105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -10221050.000000 Penalty: 5391.933105
	Iteration 56Q: 3 clusters Score -1.022105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -10221053.000000 Penalty: 5391.933105
	Iteration 57Q: 3 clusters Score -1.022105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -10221044.000000 Penalty: 5391.933105
	Iteration 58Q: 3 clusters Score -1.022104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -10221052.000000 Penalty: 5391.933105
	Iteration 59Q: 3 clusters Score -1.022105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -10221052.000000 Penalty: 5391.933105
	Iteration 60F: 3 clusters Score -1.022105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 29687 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 43908 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29181 members 
Mstep: Class 42 contains 43470 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Entering Unmasked Estep 
Score: -161278832.000000 Penalty: 202959.500000
Splitting cluster 14 changes total score from -161269584.000000 to -161278832.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 15 (7216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Entering Unmasked Estep 
Score: -1331226.375000 Penalty: 2203.245850
	Iteration 0F: 2 clusters Score -1331226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1325370.000000 Penalty: 4406.491699
	Iteration 0F: 3 clusters Score -1325370 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1327052.500000 Penalty: 4406.491699
	Iteration 1F: 3 clusters Score -1327052 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1327366.875000 Penalty: 4406.491699
	Iteration 2F: 3 clusters Score -1327367 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1327566.625000 Penalty: 4406.491699
	Iteration 3F: 3 clusters Score -1327567 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1327708.500000 Penalty: 4406.491699
	Iteration 4Q: 3 clusters Score -1327708 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1327841.375000 Penalty: 4406.491699
	Iteration 5Q: 3 clusters Score -1327841 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1327971.125000 Penalty: 4406.491699
	Iteration 6Q: 3 clusters Score -1327971 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1328086.625000 Penalty: 4406.491699
	Iteration 7Q: 3 clusters Score -1328087 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1328190.875000 Penalty: 4406.491699
	Iteration 8Q: 3 clusters Score -1328191 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1328287.625000 Penalty: 4406.491699
	Iteration 9Q: 3 clusters Score -1328288 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1328371.625000 Penalty: 4406.491699
	Iteration 10Q: 3 clusters Score -1328372 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1328437.750000 Penalty: 4406.491699
	Iteration 11Q: 3 clusters Score -1328438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1328499.375000 Penalty: 4406.491699
	Iteration 12Q: 3 clusters Score -1328499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1328547.125000 Penalty: 4406.491699
	Iteration 13Q: 3 clusters Score -1328547 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1328583.125000 Penalty: 4406.491699
	Iteration 14Q: 3 clusters Score -1328583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1328612.875000 Penalty: 4406.491699
	Iteration 15Q: 3 clusters Score -1328613 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1328635.250000 Penalty: 4406.491699
	Iteration 16Q: 3 clusters Score -1328635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1328659.500000 Penalty: 4406.491699
	Iteration 17Q: 3 clusters Score -1328660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1328677.625000 Penalty: 4406.491699
	Iteration 18Q: 3 clusters Score -1328678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1328684.125000 Penalty: 4406.491699
	Iteration 19Q: 3 clusters Score -1328684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1328694.375000 Penalty: 4406.491699
	Iteration 20F: 3 clusters Score -1328694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1328705.000000 Penalty: 4406.491699
	Iteration 21Q: 3 clusters Score -1328705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1328716.750000 Penalty: 4406.491699
	Iteration 22Q: 3 clusters Score -1328717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1328728.875000 Penalty: 4406.491699
	Iteration 23Q: 3 clusters Score -1328729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1328737.875000 Penalty: 4406.491699
	Iteration 24Q: 3 clusters Score -1328738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1328743.000000 Penalty: 4406.491699
	Iteration 25Q: 3 clusters Score -1328743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1328753.125000 Penalty: 4406.491699
	Iteration 26Q: 3 clusters Score -1328753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1328754.125000 Penalty: 4406.491699
	Iteration 27Q: 3 clusters Score -1328754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1328762.250000 Penalty: 4406.491699
	Iteration 28Q: 3 clusters Score -1328762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1328772.875000 Penalty: 4406.491699
	Iteration 29Q: 3 clusters Score -1328773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1328773.750000 Penalty: 4406.491699
	Iteration 30Q: 3 clusters Score -1328774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1328780.125000 Penalty: 4406.491699
	Iteration 31Q: 3 clusters Score -1328780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1328785.625000 Penalty: 4406.491699
	Iteration 32Q: 3 clusters Score -1328786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1328793.625000 Penalty: 4406.491699
	Iteration 33Q: 3 clusters Score -1328794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1328799.375000 Penalty: 4406.491699
	Iteration 34Q: 3 clusters Score -1328799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1328800.875000 Penalty: 4406.491699
	Iteration 35Q: 3 clusters Score -1328801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1328800.000000 Penalty: 4406.491699
	Iteration 36Q: 3 clusters Score -1328800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1328805.500000 Penalty: 4406.491699
	Iteration 37Q: 3 clusters Score -1328806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1328813.875000 Penalty: 4406.491699
	Iteration 38Q: 3 clusters Score -1328814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1328813.625000 Penalty: 4406.491699
	Iteration 39Q: 3 clusters Score -1328814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1328814.625000 Penalty: 4406.491699
	Iteration 40F: 3 clusters Score -1328815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1328815.250000 Penalty: 4406.491699
	Iteration 41Q: 3 clusters Score -1328815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1328822.000000 Penalty: 4406.491699
	Iteration 42Q: 3 clusters Score -1328822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1328825.000000 Penalty: 4406.491699
	Iteration 43Q: 3 clusters Score -1328825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1328829.250000 Penalty: 4406.491699
	Iteration 44Q: 3 clusters Score -1328829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1328836.750000 Penalty: 4406.491699
	Iteration 45Q: 3 clusters Score -1328837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1328845.375000 Penalty: 4406.491699
	Iteration 46Q: 3 clusters Score -1328845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1328853.500000 Penalty: 4406.491699
	Iteration 47Q: 3 clusters Score -1328854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1328860.500000 Penalty: 4406.491699
	Iteration 48Q: 3 clusters Score -1328860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1328867.000000 Penalty: 4406.491699
	Iteration 49Q: 3 clusters Score -1328867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1328875.000000 Penalty: 4406.491699
	Iteration 50Q: 3 clusters Score -1328875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1328886.250000 Penalty: 4406.491699
	Iteration 51Q: 3 clusters Score -1328886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1328892.875000 Penalty: 4406.491699
	Iteration 52Q: 3 clusters Score -1328893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1328900.875000 Penalty: 4406.491699
	Iteration 53Q: 3 clusters Score -1328901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1328906.125000 Penalty: 4406.491699
	Iteration 54Q: 3 clusters Score -1328906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1328916.125000 Penalty: 4406.491699
	Iteration 55Q: 3 clusters Score -1328916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1328933.000000 Penalty: 4406.491699
	Iteration 56Q: 3 clusters Score -1328933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1328951.625000 Penalty: 4406.491699
	Iteration 57Q: 3 clusters Score -1328952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1328965.000000 Penalty: 4406.491699
	Iteration 58Q: 3 clusters Score -1328965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1328973.500000 Penalty: 4406.491699
	Iteration 59Q: 3 clusters Score -1328974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1328988.625000 Penalty: 4406.491699
	Iteration 60F: 3 clusters Score -1328989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1329002.875000 Penalty: 4406.491699
	Iteration 61Q: 3 clusters Score -1329003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1329015.250000 Penalty: 4406.491699
	Iteration 62Q: 3 clusters Score -1329015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1329025.625000 Penalty: 4406.491699
	Iteration 63Q: 3 clusters Score -1329026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1329035.875000 Penalty: 4406.491699
	Iteration 64Q: 3 clusters Score -1329036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1329045.250000 Penalty: 4406.491699
	Iteration 65Q: 3 clusters Score -1329045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1329051.125000 Penalty: 4406.491699
	Iteration 66Q: 3 clusters Score -1329051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1329056.500000 Penalty: 4406.491699
	Iteration 67Q: 3 clusters Score -1329056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1329062.375000 Penalty: 4406.491699
	Iteration 68Q: 3 clusters Score -1329062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1329068.125000 Penalty: 4406.491699
	Iteration 69Q: 3 clusters Score -1329068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1329071.875000 Penalty: 4406.491699
	Iteration 70Q: 3 clusters Score -1329072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1329073.625000 Penalty: 4406.491699
	Iteration 71Q: 3 clusters Score -1329074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1329077.000000 Penalty: 4406.491699
	Iteration 72Q: 3 clusters Score -1329077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1329082.500000 Penalty: 4406.491699
	Iteration 73Q: 3 clusters Score -1329082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1329089.625000 Penalty: 4406.491699
	Iteration 74Q: 3 clusters Score -1329090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1329090.000000 Penalty: 4406.491699
	Iteration 75Q: 3 clusters Score -1329090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1329092.125000 Penalty: 4406.491699
	Iteration 76Q: 3 clusters Score -1329092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1329097.250000 Penalty: 4406.491699
	Iteration 77Q: 3 clusters Score -1329097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1329104.000000 Penalty: 4406.491699
	Iteration 78Q: 3 clusters Score -1329104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1329112.000000 Penalty: 4406.491699
	Iteration 79Q: 3 clusters Score -1329112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1329116.000000 Penalty: 4406.491699
	Iteration 80F: 3 clusters Score -1329116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1329125.000000 Penalty: 4406.491699
	Iteration 81Q: 3 clusters Score -1329125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1329134.375000 Penalty: 4406.491699
	Iteration 82Q: 3 clusters Score -1329134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1329142.125000 Penalty: 4406.491699
	Iteration 83Q: 3 clusters Score -1329142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1329152.125000 Penalty: 4406.491699
	Iteration 84Q: 3 clusters Score -1329152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1329158.375000 Penalty: 4406.491699
	Iteration 85Q: 3 clusters Score -1329158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1329169.000000 Penalty: 4406.491699
	Iteration 86Q: 3 clusters Score -1329169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1329179.375000 Penalty: 4406.491699
	Iteration 87Q: 3 clusters Score -1329179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1329196.500000 Penalty: 4406.491699
	Iteration 88Q: 3 clusters Score -1329196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1329207.250000 Penalty: 4406.491699
	Iteration 89Q: 3 clusters Score -1329207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1329210.125000 Penalty: 4406.491699
	Iteration 90Q: 3 clusters Score -1329210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1329216.750000 Penalty: 4406.491699
	Iteration 91Q: 3 clusters Score -1329217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1329218.125000 Penalty: 4406.491699
	Iteration 92Q: 3 clusters Score -1329218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1329221.750000 Penalty: 4406.491699
	Iteration 93Q: 3 clusters Score -1329222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1329232.125000 Penalty: 4406.491699
	Iteration 94Q: 3 clusters Score -1329232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1329243.250000 Penalty: 4406.491699
	Iteration 95Q: 3 clusters Score -1329243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1329249.125000 Penalty: 4406.491699
	Iteration 96Q: 3 clusters Score -1329249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1329258.125000 Penalty: 4406.491699
	Iteration 97Q: 3 clusters Score -1329258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1329264.875000 Penalty: 4406.491699
	Iteration 98Q: 3 clusters Score -1329265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1329280.875000 Penalty: 4406.491699
	Iteration 99Q: 3 clusters Score -1329281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1329296.625000 Penalty: 4406.491699
	Iteration 100F: 3 clusters Score -1329297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1329310.375000 Penalty: 4406.491699
	Iteration 101Q: 3 clusters Score -1329310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1329324.000000 Penalty: 4406.491699
	Iteration 102Q: 3 clusters Score -1329324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1329332.750000 Penalty: 4406.491699
	Iteration 103Q: 3 clusters Score -1329333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1329343.500000 Penalty: 4406.491699
	Iteration 104Q: 3 clusters Score -1329344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1329358.750000 Penalty: 4406.491699
	Iteration 105Q: 3 clusters Score -1329359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1329376.500000 Penalty: 4406.491699
	Iteration 106Q: 3 clusters Score -1329376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1329397.625000 Penalty: 4406.491699
	Iteration 107Q: 3 clusters Score -1329398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1329420.625000 Penalty: 4406.491699
	Iteration 108Q: 3 clusters Score -1329421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1329437.625000 Penalty: 4406.491699
	Iteration 109Q: 3 clusters Score -1329438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1329454.125000 Penalty: 4406.491699
	Iteration 110Q: 3 clusters Score -1329454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1329471.250000 Penalty: 4406.491699
	Iteration 111Q: 3 clusters Score -1329471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1329487.625000 Penalty: 4406.491699
	Iteration 112Q: 3 clusters Score -1329488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1329500.625000 Penalty: 4406.491699
	Iteration 113Q: 3 clusters Score -1329501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1329511.500000 Penalty: 4406.491699
	Iteration 114Q: 3 clusters Score -1329512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1329520.500000 Penalty: 4406.491699
	Iteration 115Q: 3 clusters Score -1329520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1329529.500000 Penalty: 4406.491699
	Iteration 116Q: 3 clusters Score -1329530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1329536.500000 Penalty: 4406.491699
	Iteration 117Q: 3 clusters Score -1329536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1329539.625000 Penalty: 4406.491699
	Iteration 118Q: 3 clusters Score -1329540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1329538.375000 Penalty: 4406.491699
	Iteration 119Q: 3 clusters Score -1329538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1329538.250000 Penalty: 4406.491699
	Iteration 120F: 3 clusters Score -1329538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1329539.375000 Penalty: 4406.491699
	Iteration 121Q: 3 clusters Score -1329539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1329539.625000 Penalty: 4406.491699
	Iteration 122Q: 3 clusters Score -1329540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1329539.750000 Penalty: 4406.491699
	Iteration 123Q: 3 clusters Score -1329540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1329540.250000 Penalty: 4406.491699
	Iteration 124Q: 3 clusters Score -1329540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1329539.625000 Penalty: 4406.491699
	Iteration 125Q: 3 clusters Score -1329540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1329539.750000 Penalty: 4406.491699
	Iteration 126Q: 3 clusters Score -1329540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1329540.000000 Penalty: 4406.491699
	Iteration 127Q: 3 clusters Score -1329540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1329540.000000 Penalty: 4406.491699
	Iteration 128F: 3 clusters Score -1329540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -20767.160156 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -20767.16 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: -19576.646484 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -19576.65 nChanged 75
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: -19835.771484 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -19835.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19959.097656 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -19959.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20014.472656 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -20014.47 nChanged 5
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: -20033.666016 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -20033.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20047.080078 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -20047.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20047.080078 Penalty: 2902.692383
	Iteration 6F: 3 clusters Score -20047.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Entering Unmasked Estep 
Score: -4267681.000000 Penalty: 2472.391846
	Iteration 0F: 2 clusters Score -4267681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -4254011.000000 Penalty: 4944.783691
	Iteration 0F: 3 clusters Score -4254011 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4259041.500000 Penalty: 4944.783691
	Iteration 1F: 3 clusters Score -4259042 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4259431.000000 Penalty: 4944.783691
	Iteration 2F: 3 clusters Score -4259431 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4259758.000000 Penalty: 4944.783691
	Iteration 3Q: 3 clusters Score -4259758 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -4260061.500000 Penalty: 4944.783691
	Iteration 4Q: 3 clusters Score -4260062 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4260386.000000 Penalty: 4944.783691
	Iteration 5Q: 3 clusters Score -4260386 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4260735.000000 Penalty: 4944.783691
	Iteration 6Q: 3 clusters Score -4260735 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4261152.500000 Penalty: 4944.783691
	Iteration 7Q: 3 clusters Score -4261152 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4261633.500000 Penalty: 4944.783691
	Iteration 8Q: 3 clusters Score -4261634 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4262137.000000 Penalty: 4944.783691
	Iteration 9Q: 3 clusters Score -4262137 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4262733.000000 Penalty: 4944.783691
	Iteration 10F: 3 clusters Score -4262733 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4263347.500000 Penalty: 4944.783691
	Iteration 11Q: 3 clusters Score -4263348 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4263869.500000 Penalty: 4944.783691
	Iteration 12Q: 3 clusters Score -4263870 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4264274.500000 Penalty: 4944.783691
	Iteration 13Q: 3 clusters Score -4264274 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -4264604.500000 Penalty: 4944.783691
	Iteration 14Q: 3 clusters Score -4264604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -4264864.000000 Penalty: 4944.783691
	Iteration 15Q: 3 clusters Score -4264864 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4265013.000000 Penalty: 4944.783691
	Iteration 16Q: 3 clusters Score -4265013 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4265101.000000 Penalty: 4944.783691
	Iteration 17Q: 3 clusters Score -4265101 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4265142.500000 Penalty: 4944.783691
	Iteration 18Q: 3 clusters Score -4265142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4265201.500000 Penalty: 4944.783691
	Iteration 19Q: 3 clusters Score -4265202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4265238.500000 Penalty: 4944.783691
	Iteration 20F: 3 clusters Score -4265238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4265264.000000 Penalty: 4944.783691
	Iteration 21Q: 3 clusters Score -4265264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4265318.000000 Penalty: 4944.783691
	Iteration 22Q: 3 clusters Score -4265318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4265341.000000 Penalty: 4944.783691
	Iteration 23Q: 3 clusters Score -4265341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -4265358.000000 Penalty: 4944.783691
	Iteration 24Q: 3 clusters Score -4265358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4265371.000000 Penalty: 4944.783691
	Iteration 25Q: 3 clusters Score -4265371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4265384.500000 Penalty: 4944.783691
	Iteration 26Q: 3 clusters Score -4265384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -4265397.500000 Penalty: 4944.783691
	Iteration 27Q: 3 clusters Score -4265398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4265408.000000 Penalty: 4944.783691
	Iteration 28Q: 3 clusters Score -4265408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4265412.000000 Penalty: 4944.783691
	Iteration 29Q: 3 clusters Score -4265412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4265413.500000 Penalty: 4944.783691
	Iteration 30Q: 3 clusters Score -4265414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4265419.000000 Penalty: 4944.783691
	Iteration 31Q: 3 clusters Score -4265419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4265434.000000 Penalty: 4944.783691
	Iteration 32Q: 3 clusters Score -4265434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4265435.500000 Penalty: 4944.783691
	Iteration 33Q: 3 clusters Score -4265436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4265441.000000 Penalty: 4944.783691
	Iteration 34Q: 3 clusters Score -4265441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4265440.000000 Penalty: 4944.783691
	Iteration 35Q: 3 clusters Score -4265440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4265444.000000 Penalty: 4944.783691
	Iteration 36Q: 3 clusters Score -4265444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4265445.500000 Penalty: 4944.783691
	Iteration 37Q: 3 clusters Score -4265446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4265443.000000 Penalty: 4944.783691
	Iteration 38Q: 3 clusters Score -4265443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4265450.500000 Penalty: 4944.783691
	Iteration 39Q: 3 clusters Score -4265450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4265450.500000 Penalty: 4944.783691
	Iteration 40F: 3 clusters Score -4265450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -155045.203125 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -155045.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -153220.750000 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -153220.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -153487.593750 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -153487.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -153567.015625 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -153567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -153599.468750 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -153599.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -153619.843750 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -153619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -153634.718750 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -153634.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -153646.750000 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -153646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -153654.750000 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -153654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -153656.921875 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -153656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -153659.281250 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -153659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -153660.468750 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -153660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -153660.609375 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -153660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -153660.609375 Penalty: 3357.742432
	Iteration 12F: 3 clusters Score -153660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Entering Unmasked Estep 
Score: -1673465.625000 Penalty: 2237.954590
	Iteration 0F: 2 clusters Score -1673466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1666858.125000 Penalty: 4475.909180
	Iteration 0F: 3 clusters Score -1666858 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1668604.375000 Penalty: 4475.909180
	Iteration 1F: 3 clusters Score -1668604 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1668857.875000 Penalty: 4475.909180
	Iteration 2F: 3 clusters Score -1668858 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1669022.750000 Penalty: 4475.909180
	Iteration 3Q: 3 clusters Score -1669023 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1669151.500000 Penalty: 4475.909180
	Iteration 4Q: 3 clusters Score -1669152 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1669260.750000 Penalty: 4475.909180
	Iteration 5Q: 3 clusters Score -1669261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1669336.875000 Penalty: 4475.909180
	Iteration 6Q: 3 clusters Score -1669337 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1669409.875000 Penalty: 4475.909180
	Iteration 7Q: 3 clusters Score -1669410 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1669488.375000 Penalty: 4475.909180
	Iteration 8Q: 3 clusters Score -1669488 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1669566.250000 Penalty: 4475.909180
	Iteration 9Q: 3 clusters Score -1669566 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1669658.125000 Penalty: 4475.909180
	Iteration 10Q: 3 clusters Score -1669658 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1669752.375000 Penalty: 4475.909180
	Iteration 11Q: 3 clusters Score -1669752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1669849.000000 Penalty: 4475.909180
	Iteration 12Q: 3 clusters Score -1669849 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1669959.875000 Penalty: 4475.909180
	Iteration 13Q: 3 clusters Score -1669960 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1670080.500000 Penalty: 4475.909180
	Iteration 14Q: 3 clusters Score -1670080 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1670202.500000 Penalty: 4475.909180
	Iteration 15Q: 3 clusters Score -1670202 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1670366.250000 Penalty: 4475.909180
	Iteration 16Q: 3 clusters Score -1670366 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1670539.000000 Penalty: 4475.909180
	Iteration 17Q: 3 clusters Score -1670539 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1670718.500000 Penalty: 4475.909180
	Iteration 18Q: 3 clusters Score -1670718 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1670882.375000 Penalty: 4475.909180
	Iteration 19Q: 3 clusters Score -1670882 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1671028.875000 Penalty: 4475.909180
	Iteration 20F: 3 clusters Score -1671029 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1671146.125000 Penalty: 4475.909180
	Iteration 21Q: 3 clusters Score -1671146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1671247.250000 Penalty: 4475.909180
	Iteration 22Q: 3 clusters Score -1671247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1671325.125000 Penalty: 4475.909180
	Iteration 23Q: 3 clusters Score -1671325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1671366.375000 Penalty: 4475.909180
	Iteration 24Q: 3 clusters Score -1671366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1671394.875000 Penalty: 4475.909180
	Iteration 25Q: 3 clusters Score -1671395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1671414.000000 Penalty: 4475.909180
	Iteration 26Q: 3 clusters Score -1671414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1671432.625000 Penalty: 4475.909180
	Iteration 27Q: 3 clusters Score -1671433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1671446.125000 Penalty: 4475.909180
	Iteration 28Q: 3 clusters Score -1671446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1671462.625000 Penalty: 4475.909180
	Iteration 29Q: 3 clusters Score -1671463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1671471.250000 Penalty: 4475.909180
	Iteration 30Q: 3 clusters Score -1671471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1671477.875000 Penalty: 4475.909180
	Iteration 31Q: 3 clusters Score -1671478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1671479.875000 Penalty: 4475.909180
	Iteration 32Q: 3 clusters Score -1671480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1671482.875000 Penalty: 4475.909180
	Iteration 33Q: 3 clusters Score -1671483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1671488.375000 Penalty: 4475.909180
	Iteration 34Q: 3 clusters Score -1671488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1671493.625000 Penalty: 4475.909180
	Iteration 35Q: 3 clusters Score -1671494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1671495.250000 Penalty: 4475.909180
	Iteration 36Q: 3 clusters Score -1671495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1671500.750000 Penalty: 4475.909180
	Iteration 37Q: 3 clusters Score -1671501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1671509.625000 Penalty: 4475.909180
	Iteration 38Q: 3 clusters Score -1671510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1671517.625000 Penalty: 4475.909180
	Iteration 39Q: 3 clusters Score -1671518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1671518.500000 Penalty: 4475.909180
	Iteration 40F: 3 clusters Score -1671518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1671520.875000 Penalty: 4475.909180
	Iteration 41Q: 3 clusters Score -1671521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1671528.125000 Penalty: 4475.909180
	Iteration 42Q: 3 clusters Score -1671528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1671530.000000 Penalty: 4475.909180
	Iteration 43Q: 3 clusters Score -1671530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1671535.625000 Penalty: 4475.909180
	Iteration 44Q: 3 clusters Score -1671536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1671540.875000 Penalty: 4475.909180
	Iteration 45Q: 3 clusters Score -1671541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1671542.375000 Penalty: 4475.909180
	Iteration 46Q: 3 clusters Score -1671542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1671545.125000 Penalty: 4475.909180
	Iteration 47Q: 3 clusters Score -1671545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1671545.125000 Penalty: 4475.909180
	Iteration 48F: 3 clusters Score -1671545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -67795.054688 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -67795.05 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 196 members 
Entering Unmasked Estep 
Score: -66416.609375 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -66416.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66547.890625 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -66547.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66587.343750 Penalty: 2961.745850
	Iteration 2Q: 3 clusters Score -66587.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66587.343750 Penalty: 2961.745850
	Iteration 3F: 3 clusters Score -66587.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -268878.593750 Penalty: 1821.970581
	Iteration 0F: 2 clusters Score -268878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -266573.375000 Penalty: 3643.941162
	Iteration 0F: 3 clusters Score -266573.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -267071.781250 Penalty: 3643.941162
	Iteration 1F: 3 clusters Score -267071.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -267282.125000 Penalty: 3643.941162
	Iteration 2F: 3 clusters Score -267282.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -267422.906250 Penalty: 3643.941162
	Iteration 3F: 3 clusters Score -267422.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -267546.125000 Penalty: 3643.941162
	Iteration 4F: 3 clusters Score -267546.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -267690.718750 Penalty: 3643.941162
	Iteration 5Q: 3 clusters Score -267690.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -267806.718750 Penalty: 3643.941162
	Iteration 6Q: 3 clusters Score -267806.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -267884.468750 Penalty: 3643.941162
	Iteration 7Q: 3 clusters Score -267884.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -267961.500000 Penalty: 3643.941162
	Iteration 8Q: 3 clusters Score -267961.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -268048.468750 Penalty: 3643.941162
	Iteration 9Q: 3 clusters Score -268048.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -268094.437500 Penalty: 3643.941162
	Iteration 10Q: 3 clusters Score -268094.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -268127.375000 Penalty: 3643.941162
	Iteration 11Q: 3 clusters Score -268127.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -268160.312500 Penalty: 3643.941162
	Iteration 12Q: 3 clusters Score -268160.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -268199.312500 Penalty: 3643.941162
	Iteration 13Q: 3 clusters Score -268199.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -268224.312500 Penalty: 3643.941162
	Iteration 14Q: 3 clusters Score -268224.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -268247.437500 Penalty: 3643.941162
	Iteration 15Q: 3 clusters Score -268247.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268260.062500 Penalty: 3643.941162
	Iteration 16Q: 3 clusters Score -268260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -268262.218750 Penalty: 3643.941162
	Iteration 17Q: 3 clusters Score -268262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -268263.218750 Penalty: 3643.941162
	Iteration 18Q: 3 clusters Score -268263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -268263.125000 Penalty: 3643.941162
	Iteration 19Q: 3 clusters Score -268263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -268265.406250 Penalty: 3643.941162
	Iteration 20F: 3 clusters Score -268265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268269.312500 Penalty: 3643.941162
	Iteration 21Q: 3 clusters Score -268269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268271.593750 Penalty: 3643.941162
	Iteration 22Q: 3 clusters Score -268271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -268275.968750 Penalty: 3643.941162
	Iteration 23Q: 3 clusters Score -268276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -268277.406250 Penalty: 3643.941162
	Iteration 24Q: 3 clusters Score -268277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -268277.406250 Penalty: 3643.941162
	Iteration 25F: 3 clusters Score -268277.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -84219.429688 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -84219.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82782.437500 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -82782.44 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83150.203125 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -83150.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83417.070312 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -83417.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83543.671875 Penalty: 3125.189941
	Iteration 3F: 3 clusters Score -83543.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83648.429688 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -83648.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83688.289062 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -83688.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83731.203125 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -83731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83755.546875 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -83755.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83763.648438 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -83763.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83788.804688 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -83788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83813.414062 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -83813.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83858.367188 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -83858.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83912.625000 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -83912.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83934.375000 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -83934.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83938.789062 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -83938.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83947.906250 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -83947.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83959.085938 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -83959.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83964.296875 Penalty: 3125.189941
	Iteration 17Q: 3 clusters Score -83964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83978.132812 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -83978.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83983.335938 Penalty: 3125.189941
	Iteration 19Q: 3 clusters Score -83983.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83984.726562 Penalty: 3125.189941
	Iteration 20F: 3 clusters Score -83984.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -843350.125000 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -843350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -839180.250000 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -839180.2 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -840212.000000 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -840212 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -840437.937500 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -840437.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -840565.750000 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -840565.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -840641.750000 Penalty: 4167.729004
	Iteration 4Q: 3 clusters Score -840641.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -840712.750000 Penalty: 4167.729004
	Iteration 5Q: 3 clusters Score -840712.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -840787.250000 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -840787.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -840854.875000 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -840854.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -840911.937500 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -840911.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -840951.687500 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -840951.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -840984.250000 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -840984.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -841012.062500 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -841012.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -841031.625000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -841031.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -841049.937500 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -841049.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -841063.687500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -841063.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -841077.312500 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -841077.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -841093.750000 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -841093.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -841107.250000 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -841107.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -841122.187500 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -841122.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -841130.375000 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -841130.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -841144.875000 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -841144.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -841156.875000 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -841156.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -841173.437500 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -841173.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -841190.187500 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -841190.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -841209.062500 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -841209.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -841227.062500 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -841227.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -841243.937500 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -841243.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -841268.312500 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -841268.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -841286.500000 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -841286.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -841302.750000 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -841302.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -841316.250000 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -841316.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -841329.437500 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -841329.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -841343.375000 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -841343.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -841356.750000 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -841356.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -841371.375000 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -841371.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -841387.937500 Penalty: 4167.729004
	Iteration 35Q: 3 clusters Score -841387.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -841399.250000 Penalty: 4167.729004
	Iteration 36Q: 3 clusters Score -841399.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -841412.937500 Penalty: 4167.729004
	Iteration 37Q: 3 clusters Score -841412.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -841422.125000 Penalty: 4167.729004
	Iteration 38Q: 3 clusters Score -841422.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -841431.687500 Penalty: 4167.729004
	Iteration 39Q: 3 clusters Score -841431.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -841439.437500 Penalty: 4167.729004
	Iteration 40F: 3 clusters Score -841439.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -841445.750000 Penalty: 4167.729004
	Iteration 41Q: 3 clusters Score -841445.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -841455.437500 Penalty: 4167.729004
	Iteration 42Q: 3 clusters Score -841455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -841460.625000 Penalty: 4167.729004
	Iteration 43Q: 3 clusters Score -841460.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -841465.562500 Penalty: 4167.729004
	Iteration 44Q: 3 clusters Score -841465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -841466.562500 Penalty: 4167.729004
	Iteration 45Q: 3 clusters Score -841466.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -841471.062500 Penalty: 4167.729004
	Iteration 46Q: 3 clusters Score -841471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -841475.625000 Penalty: 4167.729004
	Iteration 47Q: 3 clusters Score -841475.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -841480.062500 Penalty: 4167.729004
	Iteration 48Q: 3 clusters Score -841480.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -841486.625000 Penalty: 4167.729004
	Iteration 49Q: 3 clusters Score -841486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -841487.937500 Penalty: 4167.729004
	Iteration 50Q: 3 clusters Score -841487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -841491.375000 Penalty: 4167.729004
	Iteration 51Q: 3 clusters Score -841491.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -841500.187500 Penalty: 4167.729004
	Iteration 52Q: 3 clusters Score -841500.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -841509.500000 Penalty: 4167.729004
	Iteration 53Q: 3 clusters Score -841509.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -841515.250000 Penalty: 4167.729004
	Iteration 54Q: 3 clusters Score -841515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -841519.375000 Penalty: 4167.729004
	Iteration 55Q: 3 clusters Score -841519.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -841523.125000 Penalty: 4167.729004
	Iteration 56Q: 3 clusters Score -841523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -841524.500000 Penalty: 4167.729004
	Iteration 57Q: 3 clusters Score -841524.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -841530.250000 Penalty: 4167.729004
	Iteration 58Q: 3 clusters Score -841530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -841532.312500 Penalty: 4167.729004
	Iteration 59Q: 3 clusters Score -841532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -841532.125000 Penalty: 4167.729004
	Iteration 60F: 3 clusters Score -841532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -841532.750000 Penalty: 4167.729004
	Iteration 61Q: 3 clusters Score -841532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -841532.062500 Penalty: 4167.729004
	Iteration 62Q: 3 clusters Score -841532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -841533.125000 Penalty: 4167.729004
	Iteration 63Q: 3 clusters Score -841533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -841534.375000 Penalty: 4167.729004
	Iteration 64Q: 3 clusters Score -841534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -841535.000000 Penalty: 4167.729004
	Iteration 65Q: 3 clusters Score -841535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -841535.000000 Penalty: 4167.729004
	Iteration 66F: 3 clusters Score -841535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Entering Unmasked Estep 
Score: -5714985.500000 Penalty: 2554.528320
	Iteration 0F: 2 clusters Score -5714986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -5695536.000000 Penalty: 5109.056641
	Iteration 0F: 3 clusters Score -5695536 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5702692.000000 Penalty: 5109.056641
	Iteration 1F: 3 clusters Score -5702692 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -5703197.500000 Penalty: 5109.056641
	Iteration 2Q: 3 clusters Score -5703198 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -5703687.000000 Penalty: 5109.056641
	Iteration 3Q: 3 clusters Score -5703687 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -5704281.500000 Penalty: 5109.056641
	Iteration 4Q: 3 clusters Score -5704282 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -5705105.000000 Penalty: 5109.056641
	Iteration 5Q: 3 clusters Score -5705105 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5706203.000000 Penalty: 5109.056641
	Iteration 6F: 3 clusters Score -5706203 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5707486.000000 Penalty: 5109.056641
	Iteration 7F: 3 clusters Score -5707486 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -5708808.500000 Penalty: 5109.056641
	Iteration 8F: 3 clusters Score -5708808 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -5709944.000000 Penalty: 5109.056641
	Iteration 9F: 3 clusters Score -5709944 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -5710690.000000 Penalty: 5109.056641
	Iteration 10Q: 3 clusters Score -5710690 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5711300.000000 Penalty: 5109.056641
	Iteration 11Q: 3 clusters Score -5711300 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5711695.000000 Penalty: 5109.056641
	Iteration 12Q: 3 clusters Score -5711695 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5711987.500000 Penalty: 5109.056641
	Iteration 13Q: 3 clusters Score -5711988 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -5712178.000000 Penalty: 5109.056641
	Iteration 14Q: 3 clusters Score -5712178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -5712343.000000 Penalty: 5109.056641
	Iteration 15Q: 3 clusters Score -5712343 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -5712439.500000 Penalty: 5109.056641
	Iteration 16Q: 3 clusters Score -5712440 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5712500.500000 Penalty: 5109.056641
	Iteration 17Q: 3 clusters Score -5712500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5712563.500000 Penalty: 5109.056641
	Iteration 18Q: 3 clusters Score -5712564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -5712620.500000 Penalty: 5109.056641
	Iteration 19Q: 3 clusters Score -5712620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5712647.500000 Penalty: 5109.056641
	Iteration 20F: 3 clusters Score -5712648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -5712675.500000 Penalty: 5109.056641
	Iteration 21Q: 3 clusters Score -5712676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5712709.500000 Penalty: 5109.056641
	Iteration 22Q: 3 clusters Score -5712710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -5712723.000000 Penalty: 5109.056641
	Iteration 23Q: 3 clusters Score -5712723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5712736.000000 Penalty: 5109.056641
	Iteration 24Q: 3 clusters Score -5712736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -5712746.000000 Penalty: 5109.056641
	Iteration 25Q: 3 clusters Score -5712746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -5712746.000000 Penalty: 5109.056641
	Iteration 26Q: 3 clusters Score -5712746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5712754.000000 Penalty: 5109.056641
	Iteration 27Q: 3 clusters Score -5712754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -5712746.500000 Penalty: 5109.056641
	Iteration 28Q: 3 clusters Score -5712746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -5712756.000000 Penalty: 5109.056641
	Iteration 29Q: 3 clusters Score -5712756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -5712754.000000 Penalty: 5109.056641
	Iteration 30Q: 3 clusters Score -5712754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -5712756.500000 Penalty: 5109.056641
	Iteration 31Q: 3 clusters Score -5712756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -5712756.500000 Penalty: 5109.056641
	Iteration 32F: 3 clusters Score -5712756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -240832.140625 Penalty: 1763.250122
	Iteration 0F: 2 clusters Score -240832.1 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 621 members 
Entering Unmasked Estep 
Score: -238730.250000 Penalty: 3526.500244
	Iteration 0F: 3 clusters Score -238730.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -239139.390625 Penalty: 3526.500244
	Iteration 1F: 3 clusters Score -239139.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -239275.421875 Penalty: 3526.500244
	Iteration 2F: 3 clusters Score -239275.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -239363.515625 Penalty: 3526.500244
	Iteration 3Q: 3 clusters Score -239363.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -239432.156250 Penalty: 3526.500244
	Iteration 4Q: 3 clusters Score -239432.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -239498.703125 Penalty: 3526.500244
	Iteration 5Q: 3 clusters Score -239498.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -239597.718750 Penalty: 3526.500244
	Iteration 6Q: 3 clusters Score -239597.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -239725.171875 Penalty: 3526.500244
	Iteration 7Q: 3 clusters Score -239725.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -239883.437500 Penalty: 3526.500244
	Iteration 8Q: 3 clusters Score -239883.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -240083.781250 Penalty: 3526.500244
	Iteration 9F: 3 clusters Score -240083.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -240268.218750 Penalty: 3526.500244
	Iteration 10F: 3 clusters Score -240268.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -240337.625000 Penalty: 3526.500244
	Iteration 11Q: 3 clusters Score -240337.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -240391.109375 Penalty: 3526.500244
	Iteration 12Q: 3 clusters Score -240391.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -240442.296875 Penalty: 3526.500244
	Iteration 13Q: 3 clusters Score -240442.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -240461.281250 Penalty: 3526.500244
	Iteration 14Q: 3 clusters Score -240461.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -240485.937500 Penalty: 3526.500244
	Iteration 15Q: 3 clusters Score -240485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -240496.359375 Penalty: 3526.500244
	Iteration 16Q: 3 clusters Score -240496.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -240502.859375 Penalty: 3526.500244
	Iteration 17Q: 3 clusters Score -240502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -240505.468750 Penalty: 3526.500244
	Iteration 18Q: 3 clusters Score -240505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -240506.140625 Penalty: 3526.500244
	Iteration 19Q: 3 clusters Score -240506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -240507.406250 Penalty: 3526.500244
	Iteration 20F: 3 clusters Score -240507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -240509.625000 Penalty: 3526.500244
	Iteration 21Q: 3 clusters Score -240509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -240510.109375 Penalty: 3526.500244
	Iteration 22Q: 3 clusters Score -240510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -240511.203125 Penalty: 3526.500244
	Iteration 23Q: 3 clusters Score -240511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -240513.109375 Penalty: 3526.500244
	Iteration 24Q: 3 clusters Score -240513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -240513.562500 Penalty: 3526.500244
	Iteration 25Q: 3 clusters Score -240513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -240513.562500 Penalty: 3526.500244
	Iteration 26F: 3 clusters Score -240513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -915416.375000 Penalty: 2103.119873
	Iteration 0F: 2 clusters Score -915416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -910972.250000 Penalty: 4206.239746
	Iteration 0F: 3 clusters Score -910972.2 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -912195.187500 Penalty: 4206.239746
	Iteration 1F: 3 clusters Score -912195.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -912636.375000 Penalty: 4206.239746
	Iteration 2F: 3 clusters Score -912636.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -912915.625000 Penalty: 4206.239746
	Iteration 3F: 3 clusters Score -912915.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -913089.875000 Penalty: 4206.239746
	Iteration 4F: 3 clusters Score -913089.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -913236.625000 Penalty: 4206.239746
	Iteration 5Q: 3 clusters Score -913236.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -913373.687500 Penalty: 4206.239746
	Iteration 6Q: 3 clusters Score -913373.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -913500.375000 Penalty: 4206.239746
	Iteration 7Q: 3 clusters Score -913500.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -913654.437500 Penalty: 4206.239746
	Iteration 8Q: 3 clusters Score -913654.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -913817.875000 Penalty: 4206.239746
	Iteration 9Q: 3 clusters Score -913817.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -913953.875000 Penalty: 4206.239746
	Iteration 10Q: 3 clusters Score -913953.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -914107.750000 Penalty: 4206.239746
	Iteration 11Q: 3 clusters Score -914107.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -914291.437500 Penalty: 4206.239746
	Iteration 12Q: 3 clusters Score -914291.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -914460.937500 Penalty: 4206.239746
	Iteration 13Q: 3 clusters Score -914460.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -914612.625000 Penalty: 4206.239746
	Iteration 14Q: 3 clusters Score -914612.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -914750.437500 Penalty: 4206.239746
	Iteration 15Q: 3 clusters Score -914750.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -914875.687500 Penalty: 4206.239746
	Iteration 16Q: 3 clusters Score -914875.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -914984.875000 Penalty: 4206.239746
	Iteration 17Q: 3 clusters Score -914984.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -915076.687500 Penalty: 4206.239746
	Iteration 18Q: 3 clusters Score -915076.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -915155.937500 Penalty: 4206.239746
	Iteration 19Q: 3 clusters Score -915155.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -915221.562500 Penalty: 4206.239746
	Iteration 20F: 3 clusters Score -915221.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -915292.062500 Penalty: 4206.239746
	Iteration 21Q: 3 clusters Score -915292.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -915350.125000 Penalty: 4206.239746
	Iteration 22Q: 3 clusters Score -915350.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -915400.250000 Penalty: 4206.239746
	Iteration 23Q: 3 clusters Score -915400.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -915443.625000 Penalty: 4206.239746
	Iteration 24Q: 3 clusters Score -915443.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -915466.500000 Penalty: 4206.239746
	Iteration 25Q: 3 clusters Score -915466.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -915477.312500 Penalty: 4206.239746
	Iteration 26Q: 3 clusters Score -915477.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -915489.187500 Penalty: 4206.239746
	Iteration 27Q: 3 clusters Score -915489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -915496.937500 Penalty: 4206.239746
	Iteration 28Q: 3 clusters Score -915496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -915502.562500 Penalty: 4206.239746
	Iteration 29Q: 3 clusters Score -915502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -915503.812500 Penalty: 4206.239746
	Iteration 30Q: 3 clusters Score -915503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -915503.812500 Penalty: 4206.239746
	Iteration 31F: 3 clusters Score -915503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 29687 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 43908 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29181 members 
Mstep: Class 42 contains 43470 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Entering Unmasked Estep 
Score: -161276192.000000 Penalty: 206342.156250
Splitting cluster 26 changes total score from -161269584.000000 to -161276192.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 27 (29687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Entering Unmasked Estep 
Score: -6249697.000000 Penalty: 2554.019287
	Iteration 0F: 2 clusters Score -6249697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -6239006.000000 Penalty: 5108.038574
	Iteration 0F: 3 clusters Score -6239006 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -6246331.000000 Penalty: 5108.038574
	Iteration 1F: 3 clusters Score -6246331 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -6246796.000000 Penalty: 5108.038574
	Iteration 2F: 3 clusters Score -6246796 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -6247082.000000 Penalty: 5108.038574
	Iteration 3F: 3 clusters Score -6247082 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -6247198.500000 Penalty: 5108.038574
	Iteration 4F: 3 clusters Score -6247198 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -6247433.500000 Penalty: 5108.038574
	Iteration 5F: 3 clusters Score -6247434 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -6248164.500000 Penalty: 5108.038574
	Iteration 6F: 3 clusters Score -6248164 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -6249521.500000 Penalty: 5108.038574
	Iteration 7F: 3 clusters Score -6249522 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -6250897.000000 Penalty: 5108.038574
	Iteration 8F: 3 clusters Score -6250897 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -6251268.000000 Penalty: 5108.038574
	Iteration 9F: 3 clusters Score -6251268 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -6250567.000000 Penalty: 5108.038574
	Iteration 10F: 3 clusters Score -6250567 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -6249529.500000 Penalty: 5108.038574
	Iteration 11F: 3 clusters Score -6249530 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -6248967.500000 Penalty: 5108.038574
	Iteration 12Q: 3 clusters Score -6248968 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -6248724.000000 Penalty: 5108.038574
	Iteration 13Q: 3 clusters Score -6248724 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -6248603.500000 Penalty: 5108.038574
	Iteration 14Q: 3 clusters Score -6248604 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -6248519.500000 Penalty: 5108.038574
	Iteration 15Q: 3 clusters Score -6248520 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -6248515.500000 Penalty: 5108.038574
	Iteration 16Q: 3 clusters Score -6248516 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -6248495.500000 Penalty: 5108.038574
	Iteration 17Q: 3 clusters Score -6248496 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -6248549.000000 Penalty: 5108.038574
	Iteration 18Q: 3 clusters Score -6248549 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -6248680.000000 Penalty: 5108.038574
	Iteration 19Q: 3 clusters Score -6248680 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -6248878.000000 Penalty: 5108.038574
	Iteration 20F: 3 clusters Score -6248878 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -6249235.500000 Penalty: 5108.038574
	Iteration 21Q: 3 clusters Score -6249236 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -6249841.500000 Penalty: 5108.038574
	Iteration 22Q: 3 clusters Score -6249842 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -6250451.500000 Penalty: 5108.038574
	Iteration 23Q: 3 clusters Score -6250452 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -6251143.000000 Penalty: 5108.038574
	Iteration 24Q: 3 clusters Score -6251143 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -6251734.000000 Penalty: 5108.038574
	Iteration 25Q: 3 clusters Score -6251734 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -6252181.500000 Penalty: 5108.038574
	Iteration 26Q: 3 clusters Score -6252182 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -6252147.500000 Penalty: 5108.038574
	Iteration 27Q: 3 clusters Score -6252148 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -6251620.000000 Penalty: 5108.038574
	Iteration 28Q: 3 clusters Score -6251620 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -6251072.500000 Penalty: 5108.038574
	Iteration 29Q: 3 clusters Score -6251072 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -6250700.000000 Penalty: 5108.038574
	Iteration 30Q: 3 clusters Score -6250700 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -6250452.000000 Penalty: 5108.038574
	Iteration 31Q: 3 clusters Score -6250452 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -6250359.000000 Penalty: 5108.038574
	Iteration 32Q: 3 clusters Score -6250359 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -6250286.500000 Penalty: 5108.038574
	Iteration 33Q: 3 clusters Score -6250286 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -6250315.500000 Penalty: 5108.038574
	Iteration 34Q: 3 clusters Score -6250316 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -6250432.000000 Penalty: 5108.038574
	Iteration 35Q: 3 clusters Score -6250432 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6250525.500000 Penalty: 5108.038574
	Iteration 36Q: 3 clusters Score -6250526 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -6250547.000000 Penalty: 5108.038574
	Iteration 37Q: 3 clusters Score -6250547 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -6250709.500000 Penalty: 5108.038574
	Iteration 38Q: 3 clusters Score -6250710 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -6251050.500000 Penalty: 5108.038574
	Iteration 39Q: 3 clusters Score -6251050 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -6251467.000000 Penalty: 5108.038574
	Iteration 40F: 3 clusters Score -6251467 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -6251706.500000 Penalty: 5108.038574
	Iteration 41Q: 3 clusters Score -6251706 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -6251845.500000 Penalty: 5108.038574
	Iteration 42Q: 3 clusters Score -6251846 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -6251996.000000 Penalty: 5108.038574
	Iteration 43Q: 3 clusters Score -6251996 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -6252040.500000 Penalty: 5108.038574
	Iteration 44Q: 3 clusters Score -6252040 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -6251967.000000 Penalty: 5108.038574
	Iteration 45Q: 3 clusters Score -6251967 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -6251778.500000 Penalty: 5108.038574
	Iteration 46Q: 3 clusters Score -6251778 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -6251527.000000 Penalty: 5108.038574
	Iteration 47Q: 3 clusters Score -6251527 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -6251275.000000 Penalty: 5108.038574
	Iteration 48Q: 3 clusters Score -6251275 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -6251076.500000 Penalty: 5108.038574
	Iteration 49Q: 3 clusters Score -6251076 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -6251017.500000 Penalty: 5108.038574
	Iteration 50Q: 3 clusters Score -6251018 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -6250989.500000 Penalty: 5108.038574
	Iteration 51Q: 3 clusters Score -6250990 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -6251052.500000 Penalty: 5108.038574
	Iteration 52Q: 3 clusters Score -6251052 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -6251109.500000 Penalty: 5108.038574
	Iteration 53Q: 3 clusters Score -6251110 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -6251402.500000 Penalty: 5108.038574
	Iteration 54Q: 3 clusters Score -6251402 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -6251726.500000 Penalty: 5108.038574
	Iteration 55Q: 3 clusters Score -6251726 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -6251990.500000 Penalty: 5108.038574
	Iteration 56Q: 3 clusters Score -6251990 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -6252135.000000 Penalty: 5108.038574
	Iteration 57Q: 3 clusters Score -6252135 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -6252203.000000 Penalty: 5108.038574
	Iteration 58Q: 3 clusters Score -6252203 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -6252165.000000 Penalty: 5108.038574
	Iteration 59Q: 3 clusters Score -6252165 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -6251842.500000 Penalty: 5108.038574
	Iteration 60F: 3 clusters Score -6251842 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -6251574.500000 Penalty: 5108.038574
	Iteration 61Q: 3 clusters Score -6251574 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -6251345.500000 Penalty: 5108.038574
	Iteration 62Q: 3 clusters Score -6251346 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -6251225.000000 Penalty: 5108.038574
	Iteration 63Q: 3 clusters Score -6251225 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -6251064.000000 Penalty: 5108.038574
	Iteration 64Q: 3 clusters Score -6251064 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -6250971.500000 Penalty: 5108.038574
	Iteration 65Q: 3 clusters Score -6250972 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -6250935.500000 Penalty: 5108.038574
	Iteration 66Q: 3 clusters Score -6250936 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -6251088.500000 Penalty: 5108.038574
	Iteration 67Q: 3 clusters Score -6251088 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -6251323.500000 Penalty: 5108.038574
	Iteration 68Q: 3 clusters Score -6251324 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -6251773.500000 Penalty: 5108.038574
	Iteration 69Q: 3 clusters Score -6251774 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -6252173.500000 Penalty: 5108.038574
	Iteration 70Q: 3 clusters Score -6252174 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15970 members 
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	Iteration 72Q: 3 clusters Score -6252403 nChanged 747
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	Iteration 91Q: 3 clusters Score -6251852 nChanged 749
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	Iteration 100F: 3 clusters Score -6252700 nChanged 353
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	Iteration 103Q: 3 clusters Score -6252533 nChanged 380
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	Iteration 108Q: 3 clusters Score -6252334 nChanged 370
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	Iteration 109Q: 3 clusters Score -6252346 nChanged 334
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	Iteration 111Q: 3 clusters Score -6252428 nChanged 154
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	Iteration 112Q: 3 clusters Score -6252433 nChanged 133
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	Iteration 113Q: 3 clusters Score -6252464 nChanged 133
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	Iteration 114Q: 3 clusters Score -6252488 nChanged 103
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	Iteration 115Q: 3 clusters Score -6252496 nChanged 73
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	Iteration 116Q: 3 clusters Score -6252494 nChanged 65
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	Iteration 117Q: 3 clusters Score -6252500 nChanged 55
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	Iteration 118Q: 3 clusters Score -6252509 nChanged 39
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	Iteration 119Q: 3 clusters Score -6252516 nChanged 39
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	Iteration 120F: 3 clusters Score -6252516 nChanged 40
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	Iteration 121Q: 3 clusters Score -6252516 nChanged 44
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	Iteration 122Q: 3 clusters Score -6252522 nChanged 47
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	Iteration 123Q: 3 clusters Score -6252526 nChanged 56
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	Iteration 124Q: 3 clusters Score -6252535 nChanged 45
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	Iteration 125Q: 3 clusters Score -6252534 nChanged 50
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	Iteration 126Q: 3 clusters Score -6252530 nChanged 40
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	Iteration 127Q: 3 clusters Score -6252530 nChanged 34
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6252532 nChanged 24
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	Iteration 129Q: 3 clusters Score -6252544 nChanged 16
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	Iteration 130Q: 3 clusters Score -6252542 nChanged 19
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	Iteration 131Q: 3 clusters Score -6252534 nChanged 14
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	Iteration 132Q: 3 clusters Score -6252532 nChanged 13
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	Iteration 133Q: 3 clusters Score -6252538 nChanged 14
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	Iteration 134Q: 3 clusters Score -6252539 nChanged 11
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	Iteration 135Q: 3 clusters Score -6252536 nChanged 11
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	Iteration 136Q: 3 clusters Score -6252531 nChanged 8
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	Iteration 137Q: 3 clusters Score -6252530 nChanged 9
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	Iteration 139Q: 3 clusters Score -6252534 nChanged 8
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	Iteration 140F: 3 clusters Score -6252534 nChanged 11
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	Iteration 141Q: 3 clusters Score -6252538 nChanged 5
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	Iteration 142Q: 3 clusters Score -6252535 nChanged 6
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	Iteration 143Q: 3 clusters Score -6252540 nChanged 5
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	Iteration 146Q: 3 clusters Score -6252538 nChanged 5
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	Iteration 148Q: 3 clusters Score -6252533 nChanged 10
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	Iteration 149Q: 3 clusters Score -6252545 nChanged 8
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	Iteration 154Q: 3 clusters Score -6252549 nChanged 2
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	Iteration 155Q: 3 clusters Score -6252556 nChanged 0
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	Iteration 156F: 3 clusters Score -6252556 nChanged 0
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Mstep: Class 35 contains 732 members 
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Mstep: Class 37 contains 2236 members 
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Mstep: Class 41 contains 29181 members 
Mstep: Class 42 contains 43470 members 
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Mstep: Class 44 contains 70483 members 
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Mstep: Class 50 contains 2427 members 
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Mstep: Class 52 contains 19617 members 
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Mstep: Class 58 contains 279 members 
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Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
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Entering Unmasked Estep 
Score: -161277648.000000 Penalty: 209724.812500
Splitting cluster 27 changes total score from -161269584.000000 to -161277648.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 28 (34742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Entering Unmasked Estep 
Score: -6761878.500000 Penalty: 2593.014648
	Iteration 0F: 2 clusters Score -6761878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -6740845.500000 Penalty: 5186.029297
	Iteration 0F: 3 clusters Score -6740846 nChanged 15977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -6749722.000000 Penalty: 5186.029297
	Iteration 1F: 3 clusters Score -6749722 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -6750163.500000 Penalty: 5186.029297
	Iteration 2Q: 3 clusters Score -6750164 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6750522.500000 Penalty: 5186.029297
	Iteration 3Q: 3 clusters Score -6750522 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -6750868.000000 Penalty: 5186.029297
	Iteration 4Q: 3 clusters Score -6750868 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -6751204.500000 Penalty: 5186.029297
	Iteration 5Q: 3 clusters Score -6751204 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -6751526.500000 Penalty: 5186.029297
	Iteration 6Q: 3 clusters Score -6751526 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -6751898.500000 Penalty: 5186.029297
	Iteration 7Q: 3 clusters Score -6751898 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -6752321.000000 Penalty: 5186.029297
	Iteration 8Q: 3 clusters Score -6752321 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -6752848.000000 Penalty: 5186.029297
	Iteration 9Q: 3 clusters Score -6752848 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -6753472.500000 Penalty: 5186.029297
	Iteration 10Q: 3 clusters Score -6753472 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -6754278.000000 Penalty: 5186.029297
	Iteration 11Q: 3 clusters Score -6754278 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -6755189.000000 Penalty: 5186.029297
	Iteration 12Q: 3 clusters Score -6755189 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -6756107.000000 Penalty: 5186.029297
	Iteration 13Q: 3 clusters Score -6756107 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6756962.500000 Penalty: 5186.029297
	Iteration 14Q: 3 clusters Score -6756962 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -6757760.500000 Penalty: 5186.029297
	Iteration 15Q: 3 clusters Score -6757760 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -6758387.000000 Penalty: 5186.029297
	Iteration 16Q: 3 clusters Score -6758387 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -6758853.500000 Penalty: 5186.029297
	Iteration 17Q: 3 clusters Score -6758854 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -6759222.500000 Penalty: 5186.029297
	Iteration 18Q: 3 clusters Score -6759222 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6759396.000000 Penalty: 5186.029297
	Iteration 19Q: 3 clusters Score -6759396 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -6759520.500000 Penalty: 5186.029297
	Iteration 20F: 3 clusters Score -6759520 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -6759624.000000 Penalty: 5186.029297
	Iteration 21Q: 3 clusters Score -6759624 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -6759663.500000 Penalty: 5186.029297
	Iteration 22Q: 3 clusters Score -6759664 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -6759728.000000 Penalty: 5186.029297
	Iteration 23Q: 3 clusters Score -6759728 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -6759768.500000 Penalty: 5186.029297
	Iteration 24Q: 3 clusters Score -6759768 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -6759784.000000 Penalty: 5186.029297
	Iteration 25Q: 3 clusters Score -6759784 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -6759816.500000 Penalty: 5186.029297
	Iteration 26Q: 3 clusters Score -6759816 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -6759816.000000 Penalty: 5186.029297
	Iteration 27Q: 3 clusters Score -6759816 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6759809.000000 Penalty: 5186.029297
	Iteration 28Q: 3 clusters Score -6759809 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -6759827.000000 Penalty: 5186.029297
	Iteration 29Q: 3 clusters Score -6759827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -6759854.500000 Penalty: 5186.029297
	Iteration 30Q: 3 clusters Score -6759854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -6759846.500000 Penalty: 5186.029297
	Iteration 31Q: 3 clusters Score -6759846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -6759870.000000 Penalty: 5186.029297
	Iteration 32Q: 3 clusters Score -6759870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -6759892.500000 Penalty: 5186.029297
	Iteration 33Q: 3 clusters Score -6759892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6759887.000000 Penalty: 5186.029297
	Iteration 34Q: 3 clusters Score -6759887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -6759899.500000 Penalty: 5186.029297
	Iteration 35Q: 3 clusters Score -6759900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -6759904.000000 Penalty: 5186.029297
	Iteration 36Q: 3 clusters Score -6759904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -6759927.500000 Penalty: 5186.029297
	Iteration 37Q: 3 clusters Score -6759928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -6759934.500000 Penalty: 5186.029297
	Iteration 38Q: 3 clusters Score -6759934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -6759931.000000 Penalty: 5186.029297
	Iteration 39Q: 3 clusters Score -6759931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -6759918.000000 Penalty: 5186.029297
	Iteration 40F: 3 clusters Score -6759918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -6759917.500000 Penalty: 5186.029297
	Iteration 41Q: 3 clusters Score -6759918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -6759923.500000 Penalty: 5186.029297
	Iteration 42Q: 3 clusters Score -6759924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -6759934.000000 Penalty: 5186.029297
	Iteration 43Q: 3 clusters Score -6759934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -6759933.000000 Penalty: 5186.029297
	Iteration 44Q: 3 clusters Score -6759933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -6759934.000000 Penalty: 5186.029297
	Iteration 45Q: 3 clusters Score -6759934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -6759946.000000 Penalty: 5186.029297
	Iteration 46Q: 3 clusters Score -6759946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -6759945.500000 Penalty: 5186.029297
	Iteration 47Q: 3 clusters Score -6759946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -6759936.500000 Penalty: 5186.029297
	Iteration 48Q: 3 clusters Score -6759936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -6759934.000000 Penalty: 5186.029297
	Iteration 49Q: 3 clusters Score -6759934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -6759930.500000 Penalty: 5186.029297
	Iteration 50Q: 3 clusters Score -6759930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -6759934.500000 Penalty: 5186.029297
	Iteration 51Q: 3 clusters Score -6759934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -6759938.500000 Penalty: 5186.029297
	Iteration 52Q: 3 clusters Score -6759938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -6759938.500000 Penalty: 5186.029297
	Iteration 53Q: 3 clusters Score -6759938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -6759935.000000 Penalty: 5186.029297
	Iteration 54Q: 3 clusters Score -6759935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -6759930.500000 Penalty: 5186.029297
	Iteration 55Q: 3 clusters Score -6759930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -6759924.500000 Penalty: 5186.029297
	Iteration 56Q: 3 clusters Score -6759924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -6759937.500000 Penalty: 5186.029297
	Iteration 57Q: 3 clusters Score -6759938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -6759940.500000 Penalty: 5186.029297
	Iteration 58Q: 3 clusters Score -6759940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -6759937.500000 Penalty: 5186.029297
	Iteration 59Q: 3 clusters Score -6759938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -6759937.500000 Penalty: 5186.029297
	Iteration 60F: 3 clusters Score -6759938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Entering Unmasked Estep 
Score: -8529728.000000 Penalty: 2651.083252
	Iteration 0F: 2 clusters Score -8529728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -8509031.000000 Penalty: 5302.166504
	Iteration 0F: 3 clusters Score -8509031 nChanged 20076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -8520136.000000 Penalty: 5302.166504
	Iteration 1F: 3 clusters Score -8520136 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -8520803.000000 Penalty: 5302.166504
	Iteration 2Q: 3 clusters Score -8520803 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -8521540.000000 Penalty: 5302.166504
	Iteration 3F: 3 clusters Score -8521540 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -8522378.000000 Penalty: 5302.166504
	Iteration 4F: 3 clusters Score -8522378 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -8523034.000000 Penalty: 5302.166504
	Iteration 5F: 3 clusters Score -8523034 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -8523723.000000 Penalty: 5302.166504
	Iteration 6F: 3 clusters Score -8523723 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -8524689.000000 Penalty: 5302.166504
	Iteration 7F: 3 clusters Score -8524689 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -8525923.000000 Penalty: 5302.166504
	Iteration 8F: 3 clusters Score -8525923 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -8527112.000000 Penalty: 5302.166504
	Iteration 9Q: 3 clusters Score -8527112 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -8527865.000000 Penalty: 5302.166504
	Iteration 10Q: 3 clusters Score -8527865 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -8528350.000000 Penalty: 5302.166504
	Iteration 11Q: 3 clusters Score -8528350 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -8528676.000000 Penalty: 5302.166504
	Iteration 12Q: 3 clusters Score -8528676 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -8528921.000000 Penalty: 5302.166504
	Iteration 13Q: 3 clusters Score -8528921 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -8529087.000000 Penalty: 5302.166504
	Iteration 14Q: 3 clusters Score -8529087 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -8529242.000000 Penalty: 5302.166504
	Iteration 15Q: 3 clusters Score -8529242 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -8529357.000000 Penalty: 5302.166504
	Iteration 16Q: 3 clusters Score -8529357 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -8529446.000000 Penalty: 5302.166504
	Iteration 17Q: 3 clusters Score -8529446 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -8529546.000000 Penalty: 5302.166504
	Iteration 18Q: 3 clusters Score -8529546 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -8529602.000000 Penalty: 5302.166504
	Iteration 19Q: 3 clusters Score -8529602 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -8529701.000000 Penalty: 5302.166504
	Iteration 20F: 3 clusters Score -8529701 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -8529772.000000 Penalty: 5302.166504
	Iteration 21Q: 3 clusters Score -8529772 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -8529819.000000 Penalty: 5302.166504
	Iteration 22Q: 3 clusters Score -8529819 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -8529889.000000 Penalty: 5302.166504
	Iteration 23Q: 3 clusters Score -8529889 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -8529937.000000 Penalty: 5302.166504
	Iteration 24Q: 3 clusters Score -8529937 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -8530016.000000 Penalty: 5302.166504
	Iteration 25Q: 3 clusters Score -8530016 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -8530091.000000 Penalty: 5302.166504
	Iteration 26Q: 3 clusters Score -8530091 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -8530134.000000 Penalty: 5302.166504
	Iteration 27Q: 3 clusters Score -8530134 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -8530226.000000 Penalty: 5302.166504
	Iteration 28Q: 3 clusters Score -8530226 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -8530350.000000 Penalty: 5302.166504
	Iteration 29Q: 3 clusters Score -8530350 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8530441.000000 Penalty: 5302.166504
	Iteration 30Q: 3 clusters Score -8530441 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -8530541.000000 Penalty: 5302.166504
	Iteration 31Q: 3 clusters Score -8530541 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -8530676.000000 Penalty: 5302.166504
	Iteration 32Q: 3 clusters Score -8530676 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -8530780.000000 Penalty: 5302.166504
	Iteration 33Q: 3 clusters Score -8530780 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -8530940.000000 Penalty: 5302.166504
	Iteration 34Q: 3 clusters Score -8530940 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -8531097.000000 Penalty: 5302.166504
	Iteration 35Q: 3 clusters Score -8531097 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -8531222.000000 Penalty: 5302.166504
	Iteration 36Q: 3 clusters Score -8531222 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -8531341.000000 Penalty: 5302.166504
	Iteration 37Q: 3 clusters Score -8531341 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -8531467.000000 Penalty: 5302.166504
	Iteration 38Q: 3 clusters Score -8531467 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -8531537.000000 Penalty: 5302.166504
	Iteration 39Q: 3 clusters Score -8531537 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -8531655.000000 Penalty: 5302.166504
	Iteration 40F: 3 clusters Score -8531655 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -8531733.000000 Penalty: 5302.166504
	Iteration 41Q: 3 clusters Score -8531733 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -8531774.000000 Penalty: 5302.166504
	Iteration 42Q: 3 clusters Score -8531774 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -8531844.000000 Penalty: 5302.166504
	Iteration 43Q: 3 clusters Score -8531844 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -8531931.000000 Penalty: 5302.166504
	Iteration 44Q: 3 clusters Score -8531931 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -8532006.000000 Penalty: 5302.166504
	Iteration 45Q: 3 clusters Score -8532006 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -8532032.000000 Penalty: 5302.166504
	Iteration 46Q: 3 clusters Score -8532032 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -8532045.000000 Penalty: 5302.166504
	Iteration 47Q: 3 clusters Score -8532045 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -8532066.000000 Penalty: 5302.166504
	Iteration 48Q: 3 clusters Score -8532066 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -8532067.000000 Penalty: 5302.166504
	Iteration 49Q: 3 clusters Score -8532067 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -8532069.000000 Penalty: 5302.166504
	Iteration 50Q: 3 clusters Score -8532069 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -8532020.000000 Penalty: 5302.166504
	Iteration 51Q: 3 clusters Score -8532020 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -8532046.000000 Penalty: 5302.166504
	Iteration 52Q: 3 clusters Score -8532046 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -8532012.000000 Penalty: 5302.166504
	Iteration 53Q: 3 clusters Score -8532012 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -8532028.000000 Penalty: 5302.166504
	Iteration 54Q: 3 clusters Score -8532028 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -8532007.000000 Penalty: 5302.166504
	Iteration 55Q: 3 clusters Score -8532007 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -8532005.000000 Penalty: 5302.166504
	Iteration 56Q: 3 clusters Score -8532005 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -8531968.000000 Penalty: 5302.166504
	Iteration 57Q: 3 clusters Score -8531968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -8531957.000000 Penalty: 5302.166504
	Iteration 58Q: 3 clusters Score -8531957 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -8531934.000000 Penalty: 5302.166504
	Iteration 59Q: 3 clusters Score -8531934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -8531917.000000 Penalty: 5302.166504
	Iteration 60F: 3 clusters Score -8531917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -8531913.000000 Penalty: 5302.166504
	Iteration 61Q: 3 clusters Score -8531913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -8531895.000000 Penalty: 5302.166504
	Iteration 62Q: 3 clusters Score -8531895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -8531874.000000 Penalty: 5302.166504
	Iteration 63Q: 3 clusters Score -8531874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -8531855.000000 Penalty: 5302.166504
	Iteration 64Q: 3 clusters Score -8531855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -8531842.000000 Penalty: 5302.166504
	Iteration 65Q: 3 clusters Score -8531842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -8531832.000000 Penalty: 5302.166504
	Iteration 66Q: 3 clusters Score -8531832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -8531835.000000 Penalty: 5302.166504
	Iteration 67Q: 3 clusters Score -8531835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -8531832.000000 Penalty: 5302.166504
	Iteration 68Q: 3 clusters Score -8531832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -8531830.000000 Penalty: 5302.166504
	Iteration 69Q: 3 clusters Score -8531830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -8531817.000000 Penalty: 5302.166504
	Iteration 70Q: 3 clusters Score -8531817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -8531814.000000 Penalty: 5302.166504
	Iteration 71Q: 3 clusters Score -8531814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -8531791.000000 Penalty: 5302.166504
	Iteration 72Q: 3 clusters Score -8531791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -8531794.000000 Penalty: 5302.166504
	Iteration 73Q: 3 clusters Score -8531794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -8531799.000000 Penalty: 5302.166504
	Iteration 74Q: 3 clusters Score -8531799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -8531801.000000 Penalty: 5302.166504
	Iteration 75Q: 3 clusters Score -8531801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -8531785.000000 Penalty: 5302.166504
	Iteration 76Q: 3 clusters Score -8531785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -8531783.000000 Penalty: 5302.166504
	Iteration 77Q: 3 clusters Score -8531783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8531768.000000 Penalty: 5302.166504
	Iteration 78Q: 3 clusters Score -8531768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -8531747.000000 Penalty: 5302.166504
	Iteration 79Q: 3 clusters Score -8531747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -8531741.000000 Penalty: 5302.166504
	Iteration 80F: 3 clusters Score -8531741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -8531728.000000 Penalty: 5302.166504
	Iteration 81Q: 3 clusters Score -8531728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -8531735.000000 Penalty: 5302.166504
	Iteration 82Q: 3 clusters Score -8531735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8531729.000000 Penalty: 5302.166504
	Iteration 83Q: 3 clusters Score -8531729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -8531715.000000 Penalty: 5302.166504
	Iteration 84Q: 3 clusters Score -8531715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -8531712.000000 Penalty: 5302.166504
	Iteration 85Q: 3 clusters Score -8531712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -8531711.000000 Penalty: 5302.166504
	Iteration 86Q: 3 clusters Score -8531711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -8531693.000000 Penalty: 5302.166504
	Iteration 87Q: 3 clusters Score -8531693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -8531691.000000 Penalty: 5302.166504
	Iteration 88Q: 3 clusters Score -8531691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -8531693.000000 Penalty: 5302.166504
	Iteration 89Q: 3 clusters Score -8531693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -8531696.000000 Penalty: 5302.166504
	Iteration 90Q: 3 clusters Score -8531696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -8531687.000000 Penalty: 5302.166504
	Iteration 91Q: 3 clusters Score -8531687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -8531686.000000 Penalty: 5302.166504
	Iteration 92Q: 3 clusters Score -8531686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -8531682.000000 Penalty: 5302.166504
	Iteration 93Q: 3 clusters Score -8531682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -8531679.000000 Penalty: 5302.166504
	Iteration 94Q: 3 clusters Score -8531679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -8531679.000000 Penalty: 5302.166504
	Iteration 95F: 3 clusters Score -8531679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29181 members 
Mstep: Class 42 contains 43470 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Mstep: Class 62 contains 15212 members 
Mstep: Class 63 contains 29615 members 
Entering Unmasked Estep 
Score: -161278576.000000 Penalty: 213107.468750
Splitting cluster 29 changes total score from -161269584.000000 to -161278576.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 30 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -790376.187500 Penalty: 2067.187012
	Iteration 0F: 2 clusters Score -790376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -786420.875000 Penalty: 4134.374023
	Iteration 0F: 3 clusters Score -786420.9 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -787455.687500 Penalty: 4134.374023
	Iteration 1F: 3 clusters Score -787455.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -787771.312500 Penalty: 4134.374023
	Iteration 2F: 3 clusters Score -787771.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -788024.437500 Penalty: 4134.374023
	Iteration 3F: 3 clusters Score -788024.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -788219.312500 Penalty: 4134.374023
	Iteration 4F: 3 clusters Score -788219.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -788394.562500 Penalty: 4134.374023
	Iteration 5Q: 3 clusters Score -788394.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -788569.750000 Penalty: 4134.374023
	Iteration 6Q: 3 clusters Score -788569.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -788741.187500 Penalty: 4134.374023
	Iteration 7Q: 3 clusters Score -788741.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -788865.875000 Penalty: 4134.374023
	Iteration 8Q: 3 clusters Score -788865.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -788956.687500 Penalty: 4134.374023
	Iteration 9Q: 3 clusters Score -788956.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -789017.375000 Penalty: 4134.374023
	Iteration 10Q: 3 clusters Score -789017.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -789058.625000 Penalty: 4134.374023
	Iteration 11Q: 3 clusters Score -789058.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -789085.875000 Penalty: 4134.374023
	Iteration 12Q: 3 clusters Score -789085.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -789107.062500 Penalty: 4134.374023
	Iteration 13Q: 3 clusters Score -789107.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -789117.375000 Penalty: 4134.374023
	Iteration 14Q: 3 clusters Score -789117.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -789127.812500 Penalty: 4134.374023
	Iteration 15Q: 3 clusters Score -789127.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -789134.687500 Penalty: 4134.374023
	Iteration 16Q: 3 clusters Score -789134.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -789141.500000 Penalty: 4134.374023
	Iteration 17Q: 3 clusters Score -789141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -789143.562500 Penalty: 4134.374023
	Iteration 18Q: 3 clusters Score -789143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -789149.062500 Penalty: 4134.374023
	Iteration 19Q: 3 clusters Score -789149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -789154.125000 Penalty: 4134.374023
	Iteration 20F: 3 clusters Score -789154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -789160.375000 Penalty: 4134.374023
	Iteration 21Q: 3 clusters Score -789160.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -789166.250000 Penalty: 4134.374023
	Iteration 22Q: 3 clusters Score -789166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -789171.125000 Penalty: 4134.374023
	Iteration 23Q: 3 clusters Score -789171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -789174.750000 Penalty: 4134.374023
	Iteration 24Q: 3 clusters Score -789174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -789177.250000 Penalty: 4134.374023
	Iteration 25Q: 3 clusters Score -789177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -789179.250000 Penalty: 4134.374023
	Iteration 26Q: 3 clusters Score -789179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -789183.312500 Penalty: 4134.374023
	Iteration 27Q: 3 clusters Score -789183.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -789185.625000 Penalty: 4134.374023
	Iteration 28Q: 3 clusters Score -789185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -789189.187500 Penalty: 4134.374023
	Iteration 29Q: 3 clusters Score -789189.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -789192.500000 Penalty: 4134.374023
	Iteration 30Q: 3 clusters Score -789192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -789191.875000 Penalty: 4134.374023
	Iteration 31Q: 3 clusters Score -789191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -789193.687500 Penalty: 4134.374023
	Iteration 32Q: 3 clusters Score -789193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -789193.500000 Penalty: 4134.374023
	Iteration 33Q: 3 clusters Score -789193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -789193.937500 Penalty: 4134.374023
	Iteration 34Q: 3 clusters Score -789193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -789193.187500 Penalty: 4134.374023
	Iteration 35Q: 3 clusters Score -789193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -789193.375000 Penalty: 4134.374023
	Iteration 36Q: 3 clusters Score -789193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -789193.375000 Penalty: 4134.374023
	Iteration 37Q: 3 clusters Score -789193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -789193.375000 Penalty: 4134.374023
	Iteration 38F: 3 clusters Score -789193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -17786.771484 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -17786.77 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 114 members 
Entering Unmasked Estep 
Score: -16882.009766 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -16882.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17046.960938 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -17046.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17139.792969 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -17139.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17154.515625 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -17154.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17156.623047 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -17156.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17156.623047 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -17156.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (26650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Entering Unmasked Estep 
Score: -5494351.500000 Penalty: 2527.254883
	Iteration 0F: 2 clusters Score -5494352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -5478319.000000 Penalty: 5054.509766
	Iteration 0F: 3 clusters Score -5478319 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -5484731.000000 Penalty: 5054.509766
	Iteration 1F: 3 clusters Score -5484731 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -5485140.500000 Penalty: 5054.509766
	Iteration 2Q: 3 clusters Score -5485140 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -5485445.500000 Penalty: 5054.509766
	Iteration 3Q: 3 clusters Score -5485446 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -5485716.000000 Penalty: 5054.509766
	Iteration 4Q: 3 clusters Score -5485716 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5485942.000000 Penalty: 5054.509766
	Iteration 5Q: 3 clusters Score -5485942 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -5486166.000000 Penalty: 5054.509766
	Iteration 6Q: 3 clusters Score -5486166 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5486426.500000 Penalty: 5054.509766
	Iteration 7Q: 3 clusters Score -5486426 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -5486709.500000 Penalty: 5054.509766
	Iteration 8Q: 3 clusters Score -5486710 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5487035.000000 Penalty: 5054.509766
	Iteration 9Q: 3 clusters Score -5487035 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -5487502.500000 Penalty: 5054.509766
	Iteration 10Q: 3 clusters Score -5487502 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -5488045.500000 Penalty: 5054.509766
	Iteration 11Q: 3 clusters Score -5488046 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5488697.500000 Penalty: 5054.509766
	Iteration 12Q: 3 clusters Score -5488698 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -5489455.500000 Penalty: 5054.509766
	Iteration 13Q: 3 clusters Score -5489456 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -5490093.000000 Penalty: 5054.509766
	Iteration 14Q: 3 clusters Score -5490093 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -5490611.000000 Penalty: 5054.509766
	Iteration 15Q: 3 clusters Score -5490611 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5490930.000000 Penalty: 5054.509766
	Iteration 16Q: 3 clusters Score -5490930 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5491145.000000 Penalty: 5054.509766
	Iteration 17Q: 3 clusters Score -5491145 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5491312.500000 Penalty: 5054.509766
	Iteration 18Q: 3 clusters Score -5491312 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -5491422.500000 Penalty: 5054.509766
	Iteration 19Q: 3 clusters Score -5491422 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5491515.500000 Penalty: 5054.509766
	Iteration 20F: 3 clusters Score -5491516 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -5491610.500000 Penalty: 5054.509766
	Iteration 21Q: 3 clusters Score -5491610 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -5491698.000000 Penalty: 5054.509766
	Iteration 22Q: 3 clusters Score -5491698 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -5491793.000000 Penalty: 5054.509766
	Iteration 23Q: 3 clusters Score -5491793 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -5491850.500000 Penalty: 5054.509766
	Iteration 24Q: 3 clusters Score -5491850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -5491943.500000 Penalty: 5054.509766
	Iteration 25Q: 3 clusters Score -5491944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -5492027.000000 Penalty: 5054.509766
	Iteration 26Q: 3 clusters Score -5492027 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -5492095.000000 Penalty: 5054.509766
	Iteration 27Q: 3 clusters Score -5492095 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -5492134.500000 Penalty: 5054.509766
	Iteration 28Q: 3 clusters Score -5492134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5492159.000000 Penalty: 5054.509766
	Iteration 29Q: 3 clusters Score -5492159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -5492170.500000 Penalty: 5054.509766
	Iteration 30Q: 3 clusters Score -5492170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -5492179.500000 Penalty: 5054.509766
	Iteration 31Q: 3 clusters Score -5492180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -5492185.500000 Penalty: 5054.509766
	Iteration 32Q: 3 clusters Score -5492186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -5492201.000000 Penalty: 5054.509766
	Iteration 33Q: 3 clusters Score -5492201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5492220.500000 Penalty: 5054.509766
	Iteration 34Q: 3 clusters Score -5492220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -5492231.500000 Penalty: 5054.509766
	Iteration 35Q: 3 clusters Score -5492232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -5492224.000000 Penalty: 5054.509766
	Iteration 36Q: 3 clusters Score -5492224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5492229.000000 Penalty: 5054.509766
	Iteration 37Q: 3 clusters Score -5492229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -5492241.000000 Penalty: 5054.509766
	Iteration 38Q: 3 clusters Score -5492241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5492255.500000 Penalty: 5054.509766
	Iteration 39Q: 3 clusters Score -5492256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -5492270.000000 Penalty: 5054.509766
	Iteration 40F: 3 clusters Score -5492270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -5492270.500000 Penalty: 5054.509766
	Iteration 41Q: 3 clusters Score -5492270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -5492271.000000 Penalty: 5054.509766
	Iteration 42Q: 3 clusters Score -5492271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5492283.000000 Penalty: 5054.509766
	Iteration 43Q: 3 clusters Score -5492283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5492282.000000 Penalty: 5054.509766
	Iteration 44Q: 3 clusters Score -5492282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -5492271.500000 Penalty: 5054.509766
	Iteration 45Q: 3 clusters Score -5492272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -5492277.500000 Penalty: 5054.509766
	Iteration 46Q: 3 clusters Score -5492278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5492284.500000 Penalty: 5054.509766
	Iteration 47Q: 3 clusters Score -5492284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -5492280.500000 Penalty: 5054.509766
	Iteration 48Q: 3 clusters Score -5492280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -5492280.500000 Penalty: 5054.509766
	Iteration 49F: 3 clusters Score -5492280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Entering Unmasked Estep 
Score: -4478850.500000 Penalty: 2484.723389
	Iteration 0F: 2 clusters Score -4478850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4463356.000000 Penalty: 4969.446777
	Iteration 0F: 3 clusters Score -4463356 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4468639.500000 Penalty: 4969.446777
	Iteration 1F: 3 clusters Score -4468640 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -4469051.500000 Penalty: 4969.446777
	Iteration 2F: 3 clusters Score -4469052 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -4469427.500000 Penalty: 4969.446777
	Iteration 3Q: 3 clusters Score -4469428 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4469817.500000 Penalty: 4969.446777
	Iteration 4Q: 3 clusters Score -4469818 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4470253.500000 Penalty: 4969.446777
	Iteration 5Q: 3 clusters Score -4470254 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4470718.500000 Penalty: 4969.446777
	Iteration 6Q: 3 clusters Score -4470718 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4471254.000000 Penalty: 4969.446777
	Iteration 7Q: 3 clusters Score -4471254 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4471794.000000 Penalty: 4969.446777
	Iteration 8Q: 3 clusters Score -4471794 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4472375.500000 Penalty: 4969.446777
	Iteration 9Q: 3 clusters Score -4472376 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4472905.500000 Penalty: 4969.446777
	Iteration 10Q: 3 clusters Score -4472906 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4473509.500000 Penalty: 4969.446777
	Iteration 11Q: 3 clusters Score -4473510 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4474096.000000 Penalty: 4969.446777
	Iteration 12Q: 3 clusters Score -4474096 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4474605.500000 Penalty: 4969.446777
	Iteration 13Q: 3 clusters Score -4474606 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4475105.000000 Penalty: 4969.446777
	Iteration 14Q: 3 clusters Score -4475105 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4475499.000000 Penalty: 4969.446777
	Iteration 15Q: 3 clusters Score -4475499 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4475803.000000 Penalty: 4969.446777
	Iteration 16Q: 3 clusters Score -4475803 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4476038.500000 Penalty: 4969.446777
	Iteration 17Q: 3 clusters Score -4476038 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4476203.000000 Penalty: 4969.446777
	Iteration 18Q: 3 clusters Score -4476203 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4476316.500000 Penalty: 4969.446777
	Iteration 19Q: 3 clusters Score -4476316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4476376.000000 Penalty: 4969.446777
	Iteration 20F: 3 clusters Score -4476376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4476456.500000 Penalty: 4969.446777
	Iteration 21Q: 3 clusters Score -4476456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -4476524.500000 Penalty: 4969.446777
	Iteration 22Q: 3 clusters Score -4476524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4476576.000000 Penalty: 4969.446777
	Iteration 23Q: 3 clusters Score -4476576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4476620.000000 Penalty: 4969.446777
	Iteration 24Q: 3 clusters Score -4476620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -4476646.000000 Penalty: 4969.446777
	Iteration 25Q: 3 clusters Score -4476646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4476658.500000 Penalty: 4969.446777
	Iteration 26Q: 3 clusters Score -4476658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4476675.500000 Penalty: 4969.446777
	Iteration 27Q: 3 clusters Score -4476676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4476687.500000 Penalty: 4969.446777
	Iteration 28Q: 3 clusters Score -4476688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4476690.000000 Penalty: 4969.446777
	Iteration 29Q: 3 clusters Score -4476690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4476695.000000 Penalty: 4969.446777
	Iteration 30Q: 3 clusters Score -4476695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4476697.000000 Penalty: 4969.446777
	Iteration 31Q: 3 clusters Score -4476697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -4476706.000000 Penalty: 4969.446777
	Iteration 32Q: 3 clusters Score -4476706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4476705.000000 Penalty: 4969.446777
	Iteration 33Q: 3 clusters Score -4476705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4476709.000000 Penalty: 4969.446777
	Iteration 34Q: 3 clusters Score -4476709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4476714.500000 Penalty: 4969.446777
	Iteration 35Q: 3 clusters Score -4476714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -4476713.000000 Penalty: 4969.446777
	Iteration 36Q: 3 clusters Score -4476713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4476717.500000 Penalty: 4969.446777
	Iteration 37Q: 3 clusters Score -4476718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4476716.000000 Penalty: 4969.446777
	Iteration 38Q: 3 clusters Score -4476716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -4476716.000000 Penalty: 4969.446777
	Iteration 39F: 3 clusters Score -4476716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54748.062500 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54748.06 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54984.652344 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -54984.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55112.378906 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55112.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55202.023438 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -55202.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -55292.867188 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55292.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -55425.160156 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55425.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -55651.523438 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55651.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -55754.179688 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -55754.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -55815.335938 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55815.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -55857.652344 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55857.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -55866.554688 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55866.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -55898.269531 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -55898.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -55906.796875 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -55906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -55906.796875 Penalty: 2951.518799
	Iteration 13F: 3 clusters Score -55906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -108302.593750 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -108302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106763.359375 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -106763.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -107281.718750 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -107281.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -107532.968750 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -107533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -107653.507812 Penalty: 3271.507080
	Iteration 3Q: 3 clusters Score -107653.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107722.726562 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -107722.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107792.906250 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -107792.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107853.851562 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -107853.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -107945.937500 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -107945.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108053.781250 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -108053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108103.070312 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -108103.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108144.234375 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -108144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108199.898438 Penalty: 3271.507080
	Iteration 11Q: 3 clusters Score -108199.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -108252.226562 Penalty: 3271.507080
	Iteration 12Q: 3 clusters Score -108252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -108275.500000 Penalty: 3271.507080
	Iteration 13Q: 3 clusters Score -108275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108291.328125 Penalty: 3271.507080
	Iteration 14Q: 3 clusters Score -108291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108302.765625 Penalty: 3271.507080
	Iteration 15Q: 3 clusters Score -108302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108326.898438 Penalty: 3271.507080
	Iteration 16Q: 3 clusters Score -108326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108328.781250 Penalty: 3271.507080
	Iteration 17Q: 3 clusters Score -108328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108329.867188 Penalty: 3271.507080
	Iteration 18Q: 3 clusters Score -108329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108342.343750 Penalty: 3271.507080
	Iteration 19Q: 3 clusters Score -108342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108348.187500 Penalty: 3271.507080
	Iteration 20F: 3 clusters Score -108348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108352.359375 Penalty: 3271.507080
	Iteration 21Q: 3 clusters Score -108352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -108353.695312 Penalty: 3271.507080
	Iteration 22Q: 3 clusters Score -108353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108354.375000 Penalty: 3271.507080
	Iteration 23Q: 3 clusters Score -108354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -108359.039062 Penalty: 3271.507080
	Iteration 24Q: 3 clusters Score -108359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108364.085938 Penalty: 3271.507080
	Iteration 25Q: 3 clusters Score -108364.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108364.085938 Penalty: 3271.507080
	Iteration 26F: 3 clusters Score -108364.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 761 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29181 members 
Mstep: Class 42 contains 43470 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Mstep: Class 62 contains 15212 members 
Mstep: Class 63 contains 29615 members 
Mstep: Class 64 contains 445 members 
Entering Unmasked Estep 
Score: -161277296.000000 Penalty: 216490.140625
Splitting cluster 35 changes total score from -161269584.000000 to -161277296.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 36 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -279544.562500 Penalty: 1813.182129
	Iteration 0F: 2 clusters Score -279544.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -277309.187500 Penalty: 3626.364258
	Iteration 0F: 3 clusters Score -277309.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -277793.468750 Penalty: 3626.364258
	Iteration 1F: 3 clusters Score -277793.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -277940.187500 Penalty: 3626.364258
	Iteration 2F: 3 clusters Score -277940.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -278050.218750 Penalty: 3626.364258
	Iteration 3F: 3 clusters Score -278050.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -278169.656250 Penalty: 3626.364258
	Iteration 4Q: 3 clusters Score -278169.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -278289.625000 Penalty: 3626.364258
	Iteration 5Q: 3 clusters Score -278289.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -278435.656250 Penalty: 3626.364258
	Iteration 6F: 3 clusters Score -278435.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -278559.718750 Penalty: 3626.364258
	Iteration 7Q: 3 clusters Score -278559.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -278647.093750 Penalty: 3626.364258
	Iteration 8Q: 3 clusters Score -278647.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -278708.062500 Penalty: 3626.364258
	Iteration 9Q: 3 clusters Score -278708.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -278743.937500 Penalty: 3626.364258
	Iteration 10Q: 3 clusters Score -278743.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -278768.343750 Penalty: 3626.364258
	Iteration 11Q: 3 clusters Score -278768.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -278793.875000 Penalty: 3626.364258
	Iteration 12Q: 3 clusters Score -278793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -278803.593750 Penalty: 3626.364258
	Iteration 13Q: 3 clusters Score -278803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -278811.125000 Penalty: 3626.364258
	Iteration 14Q: 3 clusters Score -278811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -278816.531250 Penalty: 3626.364258
	Iteration 15Q: 3 clusters Score -278816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -278820.937500 Penalty: 3626.364258
	Iteration 16Q: 3 clusters Score -278820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -278833.625000 Penalty: 3626.364258
	Iteration 17Q: 3 clusters Score -278833.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -278844.906250 Penalty: 3626.364258
	Iteration 18Q: 3 clusters Score -278844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -278853.750000 Penalty: 3626.364258
	Iteration 19Q: 3 clusters Score -278853.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -278869.593750 Penalty: 3626.364258
	Iteration 20F: 3 clusters Score -278869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -278880.593750 Penalty: 3626.364258
	Iteration 21Q: 3 clusters Score -278880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -278882.218750 Penalty: 3626.364258
	Iteration 22Q: 3 clusters Score -278882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -278883.093750 Penalty: 3626.364258
	Iteration 23Q: 3 clusters Score -278883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -278884.687500 Penalty: 3626.364258
	Iteration 24Q: 3 clusters Score -278884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -278886.000000 Penalty: 3626.364258
	Iteration 25Q: 3 clusters Score -278886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -278887.125000 Penalty: 3626.364258
	Iteration 26Q: 3 clusters Score -278887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -278887.562500 Penalty: 3626.364258
	Iteration 27Q: 3 clusters Score -278887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -278887.562500 Penalty: 3626.364258
	Iteration 28F: 3 clusters Score -278887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -396544.156250 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -396544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -393813.687500 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -393813.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -394460.781250 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -394460.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -394707.375000 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -394707.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -394884.625000 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -394884.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -395045.375000 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -395045.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -395172.000000 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -395172 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -395269.187500 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -395269.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -395334.000000 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -395334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -395360.156250 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -395360.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -395380.687500 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -395380.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -395405.281250 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -395405.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -395422.531250 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -395422.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -395429.468750 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -395429.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -395432.781250 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -395432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -395437.000000 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -395437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -395439.781250 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -395439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -395440.437500 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -395440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -395440.437500 Penalty: 3825.372070
	Iteration 17F: 3 clusters Score -395440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -120181.007812 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -120181 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 394 members 
Entering Unmasked Estep 
Score: -118629.640625 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -118629.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119225.539062 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -119225.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119449.898438 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -119449.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119562.898438 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -119562.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119631.039062 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -119631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119686.671875 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -119686.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119778.546875 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -119778.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119907.406250 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -119907.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120183.953125 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -120184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120354.078125 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -120354.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120436.070312 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -120436.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120518.250000 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -120518.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -120574.468750 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -120574.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120610.171875 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -120610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -120641.945312 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -120641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120649.968750 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -120650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120656.171875 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -120656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120661.906250 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -120661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120671.468750 Penalty: 3290.778320
	Iteration 18Q: 3 clusters Score -120671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120672.593750 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -120672.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120688.250000 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -120688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -120708.367188 Penalty: 3290.778320
	Iteration 21Q: 3 clusters Score -120708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120727.968750 Penalty: 3290.778320
	Iteration 22Q: 3 clusters Score -120728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120733.523438 Penalty: 3290.778320
	Iteration 23Q: 3 clusters Score -120733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120737.054688 Penalty: 3290.778320
	Iteration 24Q: 3 clusters Score -120737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120739.664062 Penalty: 3290.778320
	Iteration 25Q: 3 clusters Score -120739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120740.453125 Penalty: 3290.778320
	Iteration 26Q: 3 clusters Score -120740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120741.437500 Penalty: 3290.778320
	Iteration 27Q: 3 clusters Score -120741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120747.046875 Penalty: 3290.778320
	Iteration 28Q: 3 clusters Score -120747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120750.843750 Penalty: 3290.778320
	Iteration 29Q: 3 clusters Score -120750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120750.843750 Penalty: 3290.778320
	Iteration 30F: 3 clusters Score -120750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 323 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 29181 members 
Mstep: Class 42 contains 43470 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Mstep: Class 62 contains 15212 members 
Mstep: Class 63 contains 29615 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 438 members 
Entering Unmasked Estep 
Score: -161276080.000000 Penalty: 219872.796875
Splitting cluster 38 changes total score from -161269584.000000 to -161276080.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 39 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -52831.839844 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -52831.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51590.234375 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -51590.23 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51951.937500 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -51951.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52083.707031 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -52083.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52131.871094 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -52131.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52149.160156 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -52149.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52157.941406 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -52157.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52159.277344 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -52159.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52160.968750 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -52160.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52176.503906 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -52176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52186.210938 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -52186.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52188.734375 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -52188.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52201.367188 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -52201.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52202.242188 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -52202.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52202.242188 Penalty: 3019.040283
	Iteration 13F: 3 clusters Score -52202.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -132149.578125 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132149.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -132419.343750 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132419.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -132504.796875 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132504.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -132548.828125 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -132548.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -132583.468750 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -132583.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -132601.343750 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -132601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -132610.781250 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -132610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -132617.390625 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -132617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -132630.484375 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -132630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -132644.406250 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -132644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -132661.375000 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -132661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -132683.484375 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -132683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -132703.421875 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -132703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -132719.046875 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -132719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -132727.843750 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -132727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132737.843750 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -132737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -132750.390625 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -132750.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -132765.296875 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -132765.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -132778.406250 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -132778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -132780.968750 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -132781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -132799.296875 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -132799.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -132806.000000 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -132806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -132807.640625 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -132807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -132813.734375 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -132813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -132819.484375 Penalty: 3314.947021
	Iteration 24Q: 3 clusters Score -132819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -132823.296875 Penalty: 3314.947021
	Iteration 25Q: 3 clusters Score -132823.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -132823.296875 Penalty: 3314.947021
	Iteration 26F: 3 clusters Score -132823.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (29181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Entering Unmasked Estep 
Score: -6107716.000000 Penalty: 2549.755615
	Iteration 0F: 2 clusters Score -6107716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -6096137.000000 Penalty: 5099.511230
	Iteration 0F: 3 clusters Score -6096137 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -6103347.500000 Penalty: 5099.511230
	Iteration 1F: 3 clusters Score -6103348 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -6104180.500000 Penalty: 5099.511230
	Iteration 2F: 3 clusters Score -6104180 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -6105199.000000 Penalty: 5099.511230
	Iteration 3F: 3 clusters Score -6105199 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -6106400.500000 Penalty: 5099.511230
	Iteration 4F: 3 clusters Score -6106400 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -6107904.000000 Penalty: 5099.511230
	Iteration 5F: 3 clusters Score -6107904 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -6109431.500000 Penalty: 5099.511230
	Iteration 6F: 3 clusters Score -6109432 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -6110465.500000 Penalty: 5099.511230
	Iteration 7F: 3 clusters Score -6110466 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -6110997.000000 Penalty: 5099.511230
	Iteration 8Q: 3 clusters Score -6110997 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -6111459.000000 Penalty: 5099.511230
	Iteration 9Q: 3 clusters Score -6111459 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -6111752.500000 Penalty: 5099.511230
	Iteration 10Q: 3 clusters Score -6111752 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -6112049.500000 Penalty: 5099.511230
	Iteration 11Q: 3 clusters Score -6112050 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -6112269.500000 Penalty: 5099.511230
	Iteration 12Q: 3 clusters Score -6112270 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -6112477.500000 Penalty: 5099.511230
	Iteration 13Q: 3 clusters Score -6112478 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -6112660.500000 Penalty: 5099.511230
	Iteration 14Q: 3 clusters Score -6112660 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -6112868.500000 Penalty: 5099.511230
	Iteration 15Q: 3 clusters Score -6112868 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -6113024.000000 Penalty: 5099.511230
	Iteration 16Q: 3 clusters Score -6113024 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -6113098.000000 Penalty: 5099.511230
	Iteration 17Q: 3 clusters Score -6113098 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -6113245.000000 Penalty: 5099.511230
	Iteration 18Q: 3 clusters Score -6113245 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -6113339.500000 Penalty: 5099.511230
	Iteration 19Q: 3 clusters Score -6113340 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -6113413.000000 Penalty: 5099.511230
	Iteration 20F: 3 clusters Score -6113413 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -6113488.500000 Penalty: 5099.511230
	Iteration 21Q: 3 clusters Score -6113488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -6113531.500000 Penalty: 5099.511230
	Iteration 22Q: 3 clusters Score -6113532 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -6113547.500000 Penalty: 5099.511230
	Iteration 23Q: 3 clusters Score -6113548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -6113566.000000 Penalty: 5099.511230
	Iteration 24Q: 3 clusters Score -6113566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -6113583.000000 Penalty: 5099.511230
	Iteration 25Q: 3 clusters Score -6113583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -6113601.000000 Penalty: 5099.511230
	Iteration 26Q: 3 clusters Score -6113601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -6113603.500000 Penalty: 5099.511230
	Iteration 27Q: 3 clusters Score -6113604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -6113622.500000 Penalty: 5099.511230
	Iteration 28Q: 3 clusters Score -6113622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -6113618.500000 Penalty: 5099.511230
	Iteration 29Q: 3 clusters Score -6113618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -6113640.500000 Penalty: 5099.511230
	Iteration 30Q: 3 clusters Score -6113640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -6113649.500000 Penalty: 5099.511230
	Iteration 31Q: 3 clusters Score -6113650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -6113641.000000 Penalty: 5099.511230
	Iteration 32Q: 3 clusters Score -6113641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -6113649.000000 Penalty: 5099.511230
	Iteration 33Q: 3 clusters Score -6113649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -6113655.500000 Penalty: 5099.511230
	Iteration 34Q: 3 clusters Score -6113656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -6113666.500000 Penalty: 5099.511230
	Iteration 35Q: 3 clusters Score -6113666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6113663.500000 Penalty: 5099.511230
	Iteration 36Q: 3 clusters Score -6113664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -6113664.000000 Penalty: 5099.511230
	Iteration 37Q: 3 clusters Score -6113664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -6113670.500000 Penalty: 5099.511230
	Iteration 38Q: 3 clusters Score -6113670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6113669.000000 Penalty: 5099.511230
	Iteration 39Q: 3 clusters Score -6113669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -6113674.500000 Penalty: 5099.511230
	Iteration 40F: 3 clusters Score -6113674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6113676.500000 Penalty: 5099.511230
	Iteration 41Q: 3 clusters Score -6113676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6113676.500000 Penalty: 5099.511230
	Iteration 42F: 3 clusters Score -6113676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 323 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14049 members 
Mstep: Class 42 contains 43470 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Mstep: Class 62 contains 15212 members 
Mstep: Class 63 contains 29615 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 438 members 
Mstep: Class 66 contains 15132 members 
Entering Unmasked Estep 
Score: -161280000.000000 Penalty: 223255.453125
Splitting cluster 41 changes total score from -161269584.000000 to -161280000.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 42 (43470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Entering Unmasked Estep 
Score: -8420877.000000 Penalty: 2648.596924
	Iteration 0F: 2 clusters Score -8420877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -8398233.000000 Penalty: 5297.193848
	Iteration 0F: 3 clusters Score -8398233 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -8409195.000000 Penalty: 5297.193848
	Iteration 1F: 3 clusters Score -8409195 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -8409556.000000 Penalty: 5297.193848
	Iteration 2Q: 3 clusters Score -8409556 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -8409832.000000 Penalty: 5297.193848
	Iteration 3Q: 3 clusters Score -8409832 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -8410120.000000 Penalty: 5297.193848
	Iteration 4Q: 3 clusters Score -8410120 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -8410351.000000 Penalty: 5297.193848
	Iteration 5Q: 3 clusters Score -8410351 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -8410636.000000 Penalty: 5297.193848
	Iteration 6Q: 3 clusters Score -8410636 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -8410904.000000 Penalty: 5297.193848
	Iteration 7Q: 3 clusters Score -8410904 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -8411219.000000 Penalty: 5297.193848
	Iteration 8Q: 3 clusters Score -8411219 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -8411643.000000 Penalty: 5297.193848
	Iteration 9Q: 3 clusters Score -8411643 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -8412078.000000 Penalty: 5297.193848
	Iteration 10Q: 3 clusters Score -8412078 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -8412713.000000 Penalty: 5297.193848
	Iteration 11Q: 3 clusters Score -8412713 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -8413300.000000 Penalty: 5297.193848
	Iteration 12Q: 3 clusters Score -8413300 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -8414108.000000 Penalty: 5297.193848
	Iteration 13Q: 3 clusters Score -8414108 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -8415000.000000 Penalty: 5297.193848
	Iteration 14Q: 3 clusters Score -8415000 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -8415898.000000 Penalty: 5297.193848
	Iteration 15Q: 3 clusters Score -8415898 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -8416549.000000 Penalty: 5297.193848
	Iteration 16Q: 3 clusters Score -8416549 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -8416936.000000 Penalty: 5297.193848
	Iteration 17Q: 3 clusters Score -8416936 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -8417119.000000 Penalty: 5297.193848
	Iteration 18Q: 3 clusters Score -8417119 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -8417269.000000 Penalty: 5297.193848
	Iteration 19Q: 3 clusters Score -8417269 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -8417427.000000 Penalty: 5297.193848
	Iteration 20F: 3 clusters Score -8417427 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -8417598.000000 Penalty: 5297.193848
	Iteration 21Q: 3 clusters Score -8417598 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -8417719.000000 Penalty: 5297.193848
	Iteration 22Q: 3 clusters Score -8417719 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -8417841.000000 Penalty: 5297.193848
	Iteration 23Q: 3 clusters Score -8417841 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -8417950.000000 Penalty: 5297.193848
	Iteration 24Q: 3 clusters Score -8417950 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -8418094.000000 Penalty: 5297.193848
	Iteration 25Q: 3 clusters Score -8418094 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -8418323.000000 Penalty: 5297.193848
	Iteration 26Q: 3 clusters Score -8418323 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -8418505.000000 Penalty: 5297.193848
	Iteration 27Q: 3 clusters Score -8418505 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -8418713.000000 Penalty: 5297.193848
	Iteration 28Q: 3 clusters Score -8418713 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -8418872.000000 Penalty: 5297.193848
	Iteration 29Q: 3 clusters Score -8418872 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -8419138.000000 Penalty: 5297.193848
	Iteration 30Q: 3 clusters Score -8419138 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -8419324.000000 Penalty: 5297.193848
	Iteration 31Q: 3 clusters Score -8419324 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -8419591.000000 Penalty: 5297.193848
	Iteration 32Q: 3 clusters Score -8419591 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -8419827.000000 Penalty: 5297.193848
	Iteration 33Q: 3 clusters Score -8419827 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -8420186.000000 Penalty: 5297.193848
	Iteration 34Q: 3 clusters Score -8420186 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -8420492.000000 Penalty: 5297.193848
	Iteration 35Q: 3 clusters Score -8420492 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -8420754.000000 Penalty: 5297.193848
	Iteration 36Q: 3 clusters Score -8420754 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -8421113.000000 Penalty: 5297.193848
	Iteration 37Q: 3 clusters Score -8421113 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -8421348.000000 Penalty: 5297.193848
	Iteration 38Q: 3 clusters Score -8421348 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -8421546.000000 Penalty: 5297.193848
	Iteration 39Q: 3 clusters Score -8421546 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -8422177.000000 Penalty: 5297.193848
	Iteration 40F: 3 clusters Score -8422177 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -8422757.000000 Penalty: 5297.193848
	Iteration 41Q: 3 clusters Score -8422757 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -8423112.000000 Penalty: 5297.193848
	Iteration 42Q: 3 clusters Score -8423112 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -8423516.000000 Penalty: 5297.193848
	Iteration 43Q: 3 clusters Score -8423516 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -8423811.000000 Penalty: 5297.193848
	Iteration 44Q: 3 clusters Score -8423811 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -8423958.000000 Penalty: 5297.193848
	Iteration 45Q: 3 clusters Score -8423958 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -8424021.000000 Penalty: 5297.193848
	Iteration 46Q: 3 clusters Score -8424021 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -8424077.000000 Penalty: 5297.193848
	Iteration 47Q: 3 clusters Score -8424077 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -8424131.000000 Penalty: 5297.193848
	Iteration 48Q: 3 clusters Score -8424131 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -8424140.000000 Penalty: 5297.193848
	Iteration 49Q: 3 clusters Score -8424140 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -8424132.000000 Penalty: 5297.193848
	Iteration 50Q: 3 clusters Score -8424132 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -8424146.000000 Penalty: 5297.193848
	Iteration 51Q: 3 clusters Score -8424146 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -8424171.000000 Penalty: 5297.193848
	Iteration 52Q: 3 clusters Score -8424171 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -8424201.000000 Penalty: 5297.193848
	Iteration 53Q: 3 clusters Score -8424201 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -8424184.000000 Penalty: 5297.193848
	Iteration 54Q: 3 clusters Score -8424184 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -8424191.000000 Penalty: 5297.193848
	Iteration 55Q: 3 clusters Score -8424191 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8424186.000000 Penalty: 5297.193848
	Iteration 56Q: 3 clusters Score -8424186 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -8424218.000000 Penalty: 5297.193848
	Iteration 57Q: 3 clusters Score -8424218 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8424213.000000 Penalty: 5297.193848
	Iteration 58Q: 3 clusters Score -8424213 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -8424213.000000 Penalty: 5297.193848
	Iteration 59Q: 3 clusters Score -8424213 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -8424195.000000 Penalty: 5297.193848
	Iteration 60F: 3 clusters Score -8424195 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -8424191.000000 Penalty: 5297.193848
	Iteration 61Q: 3 clusters Score -8424191 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -8424169.000000 Penalty: 5297.193848
	Iteration 62Q: 3 clusters Score -8424169 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8424162.000000 Penalty: 5297.193848
	Iteration 63Q: 3 clusters Score -8424162 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -8424139.000000 Penalty: 5297.193848
	Iteration 64Q: 3 clusters Score -8424139 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -8424072.000000 Penalty: 5297.193848
	Iteration 65Q: 3 clusters Score -8424072 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -8423998.000000 Penalty: 5297.193848
	Iteration 66Q: 3 clusters Score -8423998 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -8423911.000000 Penalty: 5297.193848
	Iteration 67Q: 3 clusters Score -8423911 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -8423806.000000 Penalty: 5297.193848
	Iteration 68Q: 3 clusters Score -8423806 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -8423593.000000 Penalty: 5297.193848
	Iteration 69Q: 3 clusters Score -8423593 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -8423442.000000 Penalty: 5297.193848
	Iteration 70Q: 3 clusters Score -8423442 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -8423335.000000 Penalty: 5297.193848
	Iteration 71Q: 3 clusters Score -8423335 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -8423250.000000 Penalty: 5297.193848
	Iteration 72Q: 3 clusters Score -8423250 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -8423119.000000 Penalty: 5297.193848
	Iteration 73Q: 3 clusters Score -8423119 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -8422971.000000 Penalty: 5297.193848
	Iteration 74Q: 3 clusters Score -8422971 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -8422804.000000 Penalty: 5297.193848
	Iteration 75Q: 3 clusters Score -8422804 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -8422694.000000 Penalty: 5297.193848
	Iteration 76Q: 3 clusters Score -8422694 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -8422560.000000 Penalty: 5297.193848
	Iteration 77Q: 3 clusters Score -8422560 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -8422461.000000 Penalty: 5297.193848
	Iteration 78Q: 3 clusters Score -8422461 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -8422352.000000 Penalty: 5297.193848
	Iteration 79Q: 3 clusters Score -8422352 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -8422276.000000 Penalty: 5297.193848
	Iteration 80F: 3 clusters Score -8422276 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -8422187.000000 Penalty: 5297.193848
	Iteration 81Q: 3 clusters Score -8422187 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -8422092.000000 Penalty: 5297.193848
	Iteration 82Q: 3 clusters Score -8422092 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -8422027.000000 Penalty: 5297.193848
	Iteration 83Q: 3 clusters Score -8422027 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -8421932.000000 Penalty: 5297.193848
	Iteration 84Q: 3 clusters Score -8421932 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -8421870.000000 Penalty: 5297.193848
	Iteration 85Q: 3 clusters Score -8421870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -8421844.000000 Penalty: 5297.193848
	Iteration 86Q: 3 clusters Score -8421844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -8421791.000000 Penalty: 5297.193848
	Iteration 87Q: 3 clusters Score -8421791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -8421755.000000 Penalty: 5297.193848
	Iteration 88Q: 3 clusters Score -8421755 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -8421701.000000 Penalty: 5297.193848
	Iteration 89Q: 3 clusters Score -8421701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -8421652.000000 Penalty: 5297.193848
	Iteration 90Q: 3 clusters Score -8421652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -8421634.000000 Penalty: 5297.193848
	Iteration 91Q: 3 clusters Score -8421634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -8421602.000000 Penalty: 5297.193848
	Iteration 92Q: 3 clusters Score -8421602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8421579.000000 Penalty: 5297.193848
	Iteration 93Q: 3 clusters Score -8421579 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -8421552.000000 Penalty: 5297.193848
	Iteration 94Q: 3 clusters Score -8421552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -8421509.000000 Penalty: 5297.193848
	Iteration 95Q: 3 clusters Score -8421509 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -8421481.000000 Penalty: 5297.193848
	Iteration 96Q: 3 clusters Score -8421481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8421452.000000 Penalty: 5297.193848
	Iteration 97Q: 3 clusters Score -8421452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -8421418.000000 Penalty: 5297.193848
	Iteration 98Q: 3 clusters Score -8421418 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -8421391.000000 Penalty: 5297.193848
	Iteration 99Q: 3 clusters Score -8421391 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -8421375.000000 Penalty: 5297.193848
	Iteration 100F: 3 clusters Score -8421375 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -8421357.000000 Penalty: 5297.193848
	Iteration 101Q: 3 clusters Score -8421357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -8421328.000000 Penalty: 5297.193848
	Iteration 102Q: 3 clusters Score -8421328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -8421301.000000 Penalty: 5297.193848
	Iteration 103Q: 3 clusters Score -8421301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -8421279.000000 Penalty: 5297.193848
	Iteration 104Q: 3 clusters Score -8421279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -8421256.000000 Penalty: 5297.193848
	Iteration 105Q: 3 clusters Score -8421256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -8421243.000000 Penalty: 5297.193848
	Iteration 106Q: 3 clusters Score -8421243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -8421230.000000 Penalty: 5297.193848
	Iteration 107Q: 3 clusters Score -8421230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -8421225.000000 Penalty: 5297.193848
	Iteration 108Q: 3 clusters Score -8421225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -8421223.000000 Penalty: 5297.193848
	Iteration 109Q: 3 clusters Score -8421223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -8421220.000000 Penalty: 5297.193848
	Iteration 110Q: 3 clusters Score -8421220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -8421214.000000 Penalty: 5297.193848
	Iteration 111Q: 3 clusters Score -8421214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -8421206.000000 Penalty: 5297.193848
	Iteration 112Q: 3 clusters Score -8421206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -8421207.000000 Penalty: 5297.193848
	Iteration 113Q: 3 clusters Score -8421207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -8421201.000000 Penalty: 5297.193848
	Iteration 114Q: 3 clusters Score -8421201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -8421193.000000 Penalty: 5297.193848
	Iteration 115Q: 3 clusters Score -8421193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -8421186.000000 Penalty: 5297.193848
	Iteration 116Q: 3 clusters Score -8421186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -8421175.000000 Penalty: 5297.193848
	Iteration 117Q: 3 clusters Score -8421175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -8421166.000000 Penalty: 5297.193848
	Iteration 118Q: 3 clusters Score -8421166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -8421153.000000 Penalty: 5297.193848
	Iteration 119Q: 3 clusters Score -8421153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -8421157.000000 Penalty: 5297.193848
	Iteration 120F: 3 clusters Score -8421157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -8421153.000000 Penalty: 5297.193848
	Iteration 121Q: 3 clusters Score -8421153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -8421149.000000 Penalty: 5297.193848
	Iteration 122Q: 3 clusters Score -8421149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -8421133.000000 Penalty: 5297.193848
	Iteration 123Q: 3 clusters Score -8421133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8421119.000000 Penalty: 5297.193848
	Iteration 124Q: 3 clusters Score -8421119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -8421120.000000 Penalty: 5297.193848
	Iteration 125Q: 3 clusters Score -8421120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -8421121.000000 Penalty: 5297.193848
	Iteration 126Q: 3 clusters Score -8421121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8421129.000000 Penalty: 5297.193848
	Iteration 127Q: 3 clusters Score -8421129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -8421126.000000 Penalty: 5297.193848
	Iteration 128Q: 3 clusters Score -8421126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -8421126.000000 Penalty: 5297.193848
	Iteration 129Q: 3 clusters Score -8421126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -8421126.000000 Penalty: 5297.193848
	Iteration 130Q: 3 clusters Score -8421126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -8421122.000000 Penalty: 5297.193848
	Iteration 131Q: 3 clusters Score -8421122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -8421125.000000 Penalty: 5297.193848
	Iteration 132Q: 3 clusters Score -8421125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -8421136.000000 Penalty: 5297.193848
	Iteration 133Q: 3 clusters Score -8421136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -8421136.000000 Penalty: 5297.193848
	Iteration 134F: 3 clusters Score -8421136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 323 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14049 members 
Mstep: Class 42 contains 8532 members 
Mstep: Class 43 contains 37996 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Mstep: Class 62 contains 15212 members 
Mstep: Class 63 contains 29615 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 438 members 
Mstep: Class 66 contains 15132 members 
Mstep: Class 67 contains 34938 members 
Entering Unmasked Estep 
Score: -161278736.000000 Penalty: 226638.109375
Splitting cluster 42 changes total score from -161269584.000000 to -161278736.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 43 (37996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Entering Unmasked Estep 
Score: -7343350.000000 Penalty: 2615.218750
	Iteration 0F: 2 clusters Score -7343350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -7322030.500000 Penalty: 5230.437500
	Iteration 0F: 3 clusters Score -7322030 nChanged 17383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -7331499.000000 Penalty: 5230.437500
	Iteration 1F: 3 clusters Score -7331499 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -7332123.000000 Penalty: 5230.437500
	Iteration 2Q: 3 clusters Score -7332123 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7332762.000000 Penalty: 5230.437500
	Iteration 3Q: 3 clusters Score -7332762 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -7333583.000000 Penalty: 5230.437500
	Iteration 4Q: 3 clusters Score -7333583 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -7334639.500000 Penalty: 5230.437500
	Iteration 5Q: 3 clusters Score -7334640 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -7335827.500000 Penalty: 5230.437500
	Iteration 6F: 3 clusters Score -7335828 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -7337476.000000 Penalty: 5230.437500
	Iteration 7F: 3 clusters Score -7337476 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -7339673.000000 Penalty: 5230.437500
	Iteration 8F: 3 clusters Score -7339673 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -7341900.000000 Penalty: 5230.437500
	Iteration 9F: 3 clusters Score -7341900 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -7343337.500000 Penalty: 5230.437500
	Iteration 10F: 3 clusters Score -7343338 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -7344151.500000 Penalty: 5230.437500
	Iteration 11Q: 3 clusters Score -7344152 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -7344499.500000 Penalty: 5230.437500
	Iteration 12Q: 3 clusters Score -7344500 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -7344649.000000 Penalty: 5230.437500
	Iteration 13Q: 3 clusters Score -7344649 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -7344709.500000 Penalty: 5230.437500
	Iteration 14Q: 3 clusters Score -7344710 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7344683.000000 Penalty: 5230.437500
	Iteration 15Q: 3 clusters Score -7344683 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -7344582.000000 Penalty: 5230.437500
	Iteration 16Q: 3 clusters Score -7344582 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -7344529.000000 Penalty: 5230.437500
	Iteration 17Q: 3 clusters Score -7344529 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -7344446.000000 Penalty: 5230.437500
	Iteration 18Q: 3 clusters Score -7344446 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7344348.000000 Penalty: 5230.437500
	Iteration 19Q: 3 clusters Score -7344348 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -7344281.500000 Penalty: 5230.437500
	Iteration 20F: 3 clusters Score -7344282 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -7344211.000000 Penalty: 5230.437500
	Iteration 21Q: 3 clusters Score -7344211 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -7344144.500000 Penalty: 5230.437500
	Iteration 22Q: 3 clusters Score -7344144 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -7344103.500000 Penalty: 5230.437500
	Iteration 23Q: 3 clusters Score -7344104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -7344048.500000 Penalty: 5230.437500
	Iteration 24Q: 3 clusters Score -7344048 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -7343995.000000 Penalty: 5230.437500
	Iteration 25Q: 3 clusters Score -7343995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -7343952.000000 Penalty: 5230.437500
	Iteration 26Q: 3 clusters Score -7343952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -7343912.500000 Penalty: 5230.437500
	Iteration 27Q: 3 clusters Score -7343912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -7343886.000000 Penalty: 5230.437500
	Iteration 28Q: 3 clusters Score -7343886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -7343857.000000 Penalty: 5230.437500
	Iteration 29Q: 3 clusters Score -7343857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -7343816.500000 Penalty: 5230.437500
	Iteration 30Q: 3 clusters Score -7343816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -7343798.500000 Penalty: 5230.437500
	Iteration 31Q: 3 clusters Score -7343798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -7343771.000000 Penalty: 5230.437500
	Iteration 32Q: 3 clusters Score -7343771 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -7343756.000000 Penalty: 5230.437500
	Iteration 33Q: 3 clusters Score -7343756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -7343712.500000 Penalty: 5230.437500
	Iteration 34Q: 3 clusters Score -7343712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -7343692.000000 Penalty: 5230.437500
	Iteration 35Q: 3 clusters Score -7343692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -7343653.500000 Penalty: 5230.437500
	Iteration 36Q: 3 clusters Score -7343654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -7343613.000000 Penalty: 5230.437500
	Iteration 37Q: 3 clusters Score -7343613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -7343598.000000 Penalty: 5230.437500
	Iteration 38Q: 3 clusters Score -7343598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -7343573.000000 Penalty: 5230.437500
	Iteration 39Q: 3 clusters Score -7343573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -7343547.000000 Penalty: 5230.437500
	Iteration 40F: 3 clusters Score -7343547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -7343528.500000 Penalty: 5230.437500
	Iteration 41Q: 3 clusters Score -7343528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -7343506.000000 Penalty: 5230.437500
	Iteration 42Q: 3 clusters Score -7343506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -7343498.000000 Penalty: 5230.437500
	Iteration 43Q: 3 clusters Score -7343498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -7343499.000000 Penalty: 5230.437500
	Iteration 44Q: 3 clusters Score -7343499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -7343495.500000 Penalty: 5230.437500
	Iteration 45Q: 3 clusters Score -7343496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -7343489.500000 Penalty: 5230.437500
	Iteration 46Q: 3 clusters Score -7343490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -7343486.000000 Penalty: 5230.437500
	Iteration 47Q: 3 clusters Score -7343486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -7343487.500000 Penalty: 5230.437500
	Iteration 48Q: 3 clusters Score -7343488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -7343478.000000 Penalty: 5230.437500
	Iteration 49Q: 3 clusters Score -7343478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -7343474.000000 Penalty: 5230.437500
	Iteration 50Q: 3 clusters Score -7343474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7343446.000000 Penalty: 5230.437500
	Iteration 51Q: 3 clusters Score -7343446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -7343460.500000 Penalty: 5230.437500
	Iteration 52Q: 3 clusters Score -7343460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -7343456.000000 Penalty: 5230.437500
	Iteration 53Q: 3 clusters Score -7343456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -7343451.000000 Penalty: 5230.437500
	Iteration 54Q: 3 clusters Score -7343451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7343448.000000 Penalty: 5230.437500
	Iteration 55Q: 3 clusters Score -7343448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -7343431.000000 Penalty: 5230.437500
	Iteration 56Q: 3 clusters Score -7343431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -7343427.000000 Penalty: 5230.437500
	Iteration 57Q: 3 clusters Score -7343427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -7343413.000000 Penalty: 5230.437500
	Iteration 58Q: 3 clusters Score -7343413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -7343407.000000 Penalty: 5230.437500
	Iteration 59Q: 3 clusters Score -7343407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -7343403.500000 Penalty: 5230.437500
	Iteration 60F: 3 clusters Score -7343404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -7343394.500000 Penalty: 5230.437500
	Iteration 61Q: 3 clusters Score -7343394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -7343401.500000 Penalty: 5230.437500
	Iteration 62Q: 3 clusters Score -7343402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -7343396.000000 Penalty: 5230.437500
	Iteration 63Q: 3 clusters Score -7343396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -7343407.000000 Penalty: 5230.437500
	Iteration 64Q: 3 clusters Score -7343407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -7343399.000000 Penalty: 5230.437500
	Iteration 65Q: 3 clusters Score -7343399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -7343399.500000 Penalty: 5230.437500
	Iteration 66Q: 3 clusters Score -7343400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -7343395.000000 Penalty: 5230.437500
	Iteration 67Q: 3 clusters Score -7343395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -7343398.000000 Penalty: 5230.437500
	Iteration 68Q: 3 clusters Score -7343398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -7343401.000000 Penalty: 5230.437500
	Iteration 69Q: 3 clusters Score -7343401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -7343395.500000 Penalty: 5230.437500
	Iteration 70Q: 3 clusters Score -7343396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -7343406.500000 Penalty: 5230.437500
	Iteration 71Q: 3 clusters Score -7343406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -7343406.000000 Penalty: 5230.437500
	Iteration 72Q: 3 clusters Score -7343406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -7343406.000000 Penalty: 5230.437500
	Iteration 73F: 3 clusters Score -7343406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 323 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14049 members 
Mstep: Class 42 contains 8532 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 494 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Mstep: Class 62 contains 15212 members 
Mstep: Class 63 contains 29615 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 438 members 
Mstep: Class 66 contains 15132 members 
Mstep: Class 67 contains 34938 members 
Mstep: Class 68 contains 34359 members 
Entering Unmasked Estep 
Score: -161278048.000000 Penalty: 230020.765625
Splitting cluster 43 changes total score from -161269584.000000 to -161278048.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 44 (70483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Entering Unmasked Estep 
Score: -13147848.000000 Penalty: 2768.455566
	Iteration 0F: 2 clusters Score -1.314785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -13106637.000000 Penalty: 5536.911133
	Iteration 0F: 3 clusters Score -1.310664e+07 nChanged 33166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -13125486.000000 Penalty: 5536.911133
	Iteration 1F: 3 clusters Score -1.312549e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -13126273.000000 Penalty: 5536.911133
	Iteration 2Q: 3 clusters Score -1.312627e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -13127178.000000 Penalty: 5536.911133
	Iteration 3Q: 3 clusters Score -1.312718e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -13128246.000000 Penalty: 5536.911133
	Iteration 4Q: 3 clusters Score -1.312825e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -13129492.000000 Penalty: 5536.911133
	Iteration 5Q: 3 clusters Score -1.312949e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -13131259.000000 Penalty: 5536.911133
	Iteration 6F: 3 clusters Score -1.313126e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -13133908.000000 Penalty: 5536.911133
	Iteration 7F: 3 clusters Score -1.313391e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -13136801.000000 Penalty: 5536.911133
	Iteration 8F: 3 clusters Score -1.31368e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -13139215.000000 Penalty: 5536.911133
	Iteration 9F: 3 clusters Score -1.313922e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -13140908.000000 Penalty: 5536.911133
	Iteration 10F: 3 clusters Score -1.314091e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -13142175.000000 Penalty: 5536.911133
	Iteration 11Q: 3 clusters Score -1.314218e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -13143037.000000 Penalty: 5536.911133
	Iteration 12Q: 3 clusters Score -1.314304e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -13143794.000000 Penalty: 5536.911133
	Iteration 13Q: 3 clusters Score -1.314379e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -13144294.000000 Penalty: 5536.911133
	Iteration 14Q: 3 clusters Score -1.314429e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13144517.000000 Penalty: 5536.911133
	Iteration 15Q: 3 clusters Score -1.314452e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -13144741.000000 Penalty: 5536.911133
	Iteration 16Q: 3 clusters Score -1.314474e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -13144884.000000 Penalty: 5536.911133
	Iteration 17Q: 3 clusters Score -1.314488e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13144968.000000 Penalty: 5536.911133
	Iteration 18Q: 3 clusters Score -1.314497e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13145072.000000 Penalty: 5536.911133
	Iteration 19Q: 3 clusters Score -1.314507e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -13145181.000000 Penalty: 5536.911133
	Iteration 20F: 3 clusters Score -1.314518e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13145224.000000 Penalty: 5536.911133
	Iteration 21Q: 3 clusters Score -1.314522e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13145319.000000 Penalty: 5536.911133
	Iteration 22Q: 3 clusters Score -1.314532e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -13145337.000000 Penalty: 5536.911133
	Iteration 23Q: 3 clusters Score -1.314534e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13145340.000000 Penalty: 5536.911133
	Iteration 24Q: 3 clusters Score -1.314534e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13145371.000000 Penalty: 5536.911133
	Iteration 25Q: 3 clusters Score -1.314537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13145398.000000 Penalty: 5536.911133
	Iteration 26Q: 3 clusters Score -1.31454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13145405.000000 Penalty: 5536.911133
	Iteration 27Q: 3 clusters Score -1.31454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13145408.000000 Penalty: 5536.911133
	Iteration 28Q: 3 clusters Score -1.314541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69767 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13145438.000000 Penalty: 5536.911133
	Iteration 29Q: 3 clusters Score -1.314544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13145444.000000 Penalty: 5536.911133
	Iteration 30Q: 3 clusters Score -1.314544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13145446.000000 Penalty: 5536.911133
	Iteration 31Q: 3 clusters Score -1.314545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13145443.000000 Penalty: 5536.911133
	Iteration 32Q: 3 clusters Score -1.314544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13145439.000000 Penalty: 5536.911133
	Iteration 33Q: 3 clusters Score -1.314544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13145439.000000 Penalty: 5536.911133
	Iteration 34Q: 3 clusters Score -1.314544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13145445.000000 Penalty: 5536.911133
	Iteration 35Q: 3 clusters Score -1.314544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13145437.000000 Penalty: 5536.911133
	Iteration 36Q: 3 clusters Score -1.314544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13145448.000000 Penalty: 5536.911133
	Iteration 37Q: 3 clusters Score -1.314545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13145452.000000 Penalty: 5536.911133
	Iteration 38Q: 3 clusters Score -1.314545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13145450.000000 Penalty: 5536.911133
	Iteration 39Q: 3 clusters Score -1.314545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13145442.000000 Penalty: 5536.911133
	Iteration 40F: 3 clusters Score -1.314544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13145445.000000 Penalty: 5536.911133
	Iteration 41Q: 3 clusters Score -1.314544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13145457.000000 Penalty: 5536.911133
	Iteration 42Q: 3 clusters Score -1.314546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13145457.000000 Penalty: 5536.911133
	Iteration 43Q: 3 clusters Score -1.314546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13145452.000000 Penalty: 5536.911133
	Iteration 44Q: 3 clusters Score -1.314545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13145452.000000 Penalty: 5536.911133
	Iteration 45Q: 3 clusters Score -1.314545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13145447.000000 Penalty: 5536.911133
	Iteration 46Q: 3 clusters Score -1.314545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13145447.000000 Penalty: 5536.911133
	Iteration 47F: 3 clusters Score -1.314545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -41549.199219 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -41549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40200.703125 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -40200.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40712.796875 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -40712.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41185.871094 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -41185.87 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41609.652344 Penalty: 3076.457764
	Iteration 3F: 3 clusters Score -41609.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41868.886719 Penalty: 3076.457764
	Iteration 4F: 3 clusters Score -41868.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42002.593750 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -42002.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42168.121094 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -42168.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42297.230469 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -42297.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42338.871094 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -42338.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42343.390625 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -42343.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42344.332031 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -42344.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42353.417969 Penalty: 3076.457764
	Iteration 11F: 3 clusters Score -42353.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42410.398438 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -42410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42422.410156 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -42422.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42422.410156 Penalty: 3076.457764
	Iteration 14F: 3 clusters Score -42422.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 323 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14049 members 
Mstep: Class 42 contains 8532 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 304 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 38350 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Mstep: Class 62 contains 15212 members 
Mstep: Class 63 contains 29615 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 438 members 
Mstep: Class 66 contains 15132 members 
Mstep: Class 67 contains 34938 members 
Mstep: Class 68 contains 34359 members 
Mstep: Class 69 contains 190 members 
Entering Unmasked Estep 
Score: -161277120.000000 Penalty: 233403.421875
Splitting cluster 45 changes total score from -161269584.000000 to -161277120.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 46 (21003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Entering Unmasked Estep 
Score: -4208155.500000 Penalty: 2468.200195
	Iteration 0F: 2 clusters Score -4208156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4194606.000000 Penalty: 4936.400391
	Iteration 0F: 3 clusters Score -4194606 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -4199458.000000 Penalty: 4936.400391
	Iteration 1F: 3 clusters Score -4199458 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4199828.000000 Penalty: 4936.400391
	Iteration 2F: 3 clusters Score -4199828 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4200168.500000 Penalty: 4936.400391
	Iteration 3Q: 3 clusters Score -4200168 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4200463.000000 Penalty: 4936.400391
	Iteration 4Q: 3 clusters Score -4200463 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4200696.000000 Penalty: 4936.400391
	Iteration 5Q: 3 clusters Score -4200696 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4200896.500000 Penalty: 4936.400391
	Iteration 6Q: 3 clusters Score -4200896 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4201106.500000 Penalty: 4936.400391
	Iteration 7Q: 3 clusters Score -4201106 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4201300.000000 Penalty: 4936.400391
	Iteration 8Q: 3 clusters Score -4201300 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -4201525.000000 Penalty: 4936.400391
	Iteration 9Q: 3 clusters Score -4201525 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4201768.500000 Penalty: 4936.400391
	Iteration 10Q: 3 clusters Score -4201768 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4202039.500000 Penalty: 4936.400391
	Iteration 11Q: 3 clusters Score -4202040 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4202371.000000 Penalty: 4936.400391
	Iteration 12Q: 3 clusters Score -4202371 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4202736.000000 Penalty: 4936.400391
	Iteration 13Q: 3 clusters Score -4202736 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -4203207.500000 Penalty: 4936.400391
	Iteration 14Q: 3 clusters Score -4203208 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -4203622.000000 Penalty: 4936.400391
	Iteration 15Q: 3 clusters Score -4203622 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -4203955.500000 Penalty: 4936.400391
	Iteration 16Q: 3 clusters Score -4203956 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4204213.500000 Penalty: 4936.400391
	Iteration 17Q: 3 clusters Score -4204214 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4204370.000000 Penalty: 4936.400391
	Iteration 18Q: 3 clusters Score -4204370 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4204485.500000 Penalty: 4936.400391
	Iteration 19Q: 3 clusters Score -4204486 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4204568.500000 Penalty: 4936.400391
	Iteration 20F: 3 clusters Score -4204568 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4204632.500000 Penalty: 4936.400391
	Iteration 21Q: 3 clusters Score -4204632 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -4204693.500000 Penalty: 4936.400391
	Iteration 22Q: 3 clusters Score -4204694 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4204754.000000 Penalty: 4936.400391
	Iteration 23Q: 3 clusters Score -4204754 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4204804.500000 Penalty: 4936.400391
	Iteration 24Q: 3 clusters Score -4204804 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4204845.000000 Penalty: 4936.400391
	Iteration 25Q: 3 clusters Score -4204845 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -4204896.000000 Penalty: 4936.400391
	Iteration 26Q: 3 clusters Score -4204896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4204949.500000 Penalty: 4936.400391
	Iteration 27Q: 3 clusters Score -4204950 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4205002.000000 Penalty: 4936.400391
	Iteration 28Q: 3 clusters Score -4205002 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4205047.500000 Penalty: 4936.400391
	Iteration 29Q: 3 clusters Score -4205048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4205099.000000 Penalty: 4936.400391
	Iteration 30Q: 3 clusters Score -4205099 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4205158.500000 Penalty: 4936.400391
	Iteration 31Q: 3 clusters Score -4205158 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4205187.500000 Penalty: 4936.400391
	Iteration 32Q: 3 clusters Score -4205188 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4205234.000000 Penalty: 4936.400391
	Iteration 33Q: 3 clusters Score -4205234 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4205272.500000 Penalty: 4936.400391
	Iteration 34Q: 3 clusters Score -4205272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -4205300.000000 Penalty: 4936.400391
	Iteration 35Q: 3 clusters Score -4205300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4205349.500000 Penalty: 4936.400391
	Iteration 36Q: 3 clusters Score -4205350 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4205388.000000 Penalty: 4936.400391
	Iteration 37Q: 3 clusters Score -4205388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4205404.500000 Penalty: 4936.400391
	Iteration 38Q: 3 clusters Score -4205404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4205429.500000 Penalty: 4936.400391
	Iteration 39Q: 3 clusters Score -4205430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4205451.500000 Penalty: 4936.400391
	Iteration 40F: 3 clusters Score -4205452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4205469.500000 Penalty: 4936.400391
	Iteration 41Q: 3 clusters Score -4205470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4205492.500000 Penalty: 4936.400391
	Iteration 42Q: 3 clusters Score -4205492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4205502.000000 Penalty: 4936.400391
	Iteration 43Q: 3 clusters Score -4205502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4205506.500000 Penalty: 4936.400391
	Iteration 44Q: 3 clusters Score -4205506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4205521.500000 Penalty: 4936.400391
	Iteration 45Q: 3 clusters Score -4205522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4205532.500000 Penalty: 4936.400391
	Iteration 46Q: 3 clusters Score -4205532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4205549.000000 Penalty: 4936.400391
	Iteration 47Q: 3 clusters Score -4205549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4205553.500000 Penalty: 4936.400391
	Iteration 48Q: 3 clusters Score -4205554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4205564.500000 Penalty: 4936.400391
	Iteration 49Q: 3 clusters Score -4205564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4205565.500000 Penalty: 4936.400391
	Iteration 50Q: 3 clusters Score -4205566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4205568.500000 Penalty: 4936.400391
	Iteration 51Q: 3 clusters Score -4205568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4205568.000000 Penalty: 4936.400391
	Iteration 52Q: 3 clusters Score -4205568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4205569.500000 Penalty: 4936.400391
	Iteration 53Q: 3 clusters Score -4205570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4205572.000000 Penalty: 4936.400391
	Iteration 54Q: 3 clusters Score -4205572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4205572.500000 Penalty: 4936.400391
	Iteration 55Q: 3 clusters Score -4205572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4205574.500000 Penalty: 4936.400391
	Iteration 56Q: 3 clusters Score -4205574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4205574.500000 Penalty: 4936.400391
	Iteration 57Q: 3 clusters Score -4205574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4205575.000000 Penalty: 4936.400391
	Iteration 58Q: 3 clusters Score -4205575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4205574.500000 Penalty: 4936.400391
	Iteration 59Q: 3 clusters Score -4205574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4205579.000000 Penalty: 4936.400391
	Iteration 60F: 3 clusters Score -4205579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4205589.500000 Penalty: 4936.400391
	Iteration 61Q: 3 clusters Score -4205590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4205587.000000 Penalty: 4936.400391
	Iteration 62Q: 3 clusters Score -4205587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4205589.500000 Penalty: 4936.400391
	Iteration 63Q: 3 clusters Score -4205590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4205593.500000 Penalty: 4936.400391
	Iteration 64Q: 3 clusters Score -4205594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4205597.000000 Penalty: 4936.400391
	Iteration 65Q: 3 clusters Score -4205597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4205598.500000 Penalty: 4936.400391
	Iteration 66Q: 3 clusters Score -4205598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4205598.500000 Penalty: 4936.400391
	Iteration 67Q: 3 clusters Score -4205598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4205598.500000 Penalty: 4936.400391
	Iteration 68Q: 3 clusters Score -4205598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4205601.500000 Penalty: 4936.400391
	Iteration 69Q: 3 clusters Score -4205602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4205601.000000 Penalty: 4936.400391
	Iteration 70Q: 3 clusters Score -4205601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4205605.500000 Penalty: 4936.400391
	Iteration 71Q: 3 clusters Score -4205606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4205606.500000 Penalty: 4936.400391
	Iteration 72Q: 3 clusters Score -4205606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4205610.500000 Penalty: 4936.400391
	Iteration 73Q: 3 clusters Score -4205610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4205611.500000 Penalty: 4936.400391
	Iteration 74Q: 3 clusters Score -4205612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4205612.500000 Penalty: 4936.400391
	Iteration 75Q: 3 clusters Score -4205612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4205609.500000 Penalty: 4936.400391
	Iteration 76Q: 3 clusters Score -4205610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4205607.500000 Penalty: 4936.400391
	Iteration 77Q: 3 clusters Score -4205608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4205608.500000 Penalty: 4936.400391
	Iteration 78Q: 3 clusters Score -4205608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4205611.000000 Penalty: 4936.400391
	Iteration 79Q: 3 clusters Score -4205611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4205615.000000 Penalty: 4936.400391
	Iteration 80F: 3 clusters Score -4205615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4205614.500000 Penalty: 4936.400391
	Iteration 81Q: 3 clusters Score -4205614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4205615.000000 Penalty: 4936.400391
	Iteration 82Q: 3 clusters Score -4205615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4205615.500000 Penalty: 4936.400391
	Iteration 83Q: 3 clusters Score -4205616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4205615.500000 Penalty: 4936.400391
	Iteration 84F: 3 clusters Score -4205616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -490369.218750 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -490369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -487360.375000 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -487360.4 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -487930.156250 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -487930.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -488081.093750 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -488081.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -488175.187500 Penalty: 3900.371094
	Iteration 3Q: 3 clusters Score -488175.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -488237.281250 Penalty: 3900.371094
	Iteration 4Q: 3 clusters Score -488237.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -488279.281250 Penalty: 3900.371094
	Iteration 5Q: 3 clusters Score -488279.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -488305.625000 Penalty: 3900.371094
	Iteration 6Q: 3 clusters Score -488305.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -488323.468750 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -488323.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -488339.000000 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -488339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -488351.031250 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -488351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -488361.312500 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -488361.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -488372.187500 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -488372.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -488383.312500 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -488383.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -488391.312500 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -488391.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -488397.062500 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -488397.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -488403.562500 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -488403.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -488408.781250 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -488408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -488413.968750 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -488414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -488418.343750 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -488418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -488418.375000 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -488418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -488421.156250 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -488421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -488422.250000 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -488422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -488425.062500 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -488425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -488425.687500 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -488425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -488425.687500 Penalty: 3900.371094
	Iteration 24F: 3 clusters Score -488425.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (44874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Entering Unmasked Estep 
Score: -8775341.000000 Penalty: 2656.480225
	Iteration 0F: 2 clusters Score -8775341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -8746054.000000 Penalty: 5312.960449
	Iteration 0F: 3 clusters Score -8746054 nChanged 20791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -8757390.000000 Penalty: 5312.960449
	Iteration 1F: 3 clusters Score -8757390 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -8758104.000000 Penalty: 5312.960449
	Iteration 2Q: 3 clusters Score -8758104 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -8759017.000000 Penalty: 5312.960449
	Iteration 3Q: 3 clusters Score -8759017 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -8760369.000000 Penalty: 5312.960449
	Iteration 4F: 3 clusters Score -8760369 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -8761948.000000 Penalty: 5312.960449
	Iteration 5F: 3 clusters Score -8761948 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -8763707.000000 Penalty: 5312.960449
	Iteration 6F: 3 clusters Score -8763707 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8765353.000000 Penalty: 5312.960449
	Iteration 7F: 3 clusters Score -8765353 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -8766844.000000 Penalty: 5312.960449
	Iteration 8F: 3 clusters Score -8766844 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -8768031.000000 Penalty: 5312.960449
	Iteration 9Q: 3 clusters Score -8768031 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -8769171.000000 Penalty: 5312.960449
	Iteration 10Q: 3 clusters Score -8769171 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -8770436.000000 Penalty: 5312.960449
	Iteration 11Q: 3 clusters Score -8770436 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -8771771.000000 Penalty: 5312.960449
	Iteration 12Q: 3 clusters Score -8771771 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -8772658.000000 Penalty: 5312.960449
	Iteration 13Q: 3 clusters Score -8772658 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -8773195.000000 Penalty: 5312.960449
	Iteration 14Q: 3 clusters Score -8773195 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -8773500.000000 Penalty: 5312.960449
	Iteration 15Q: 3 clusters Score -8773500 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -8773679.000000 Penalty: 5312.960449
	Iteration 16Q: 3 clusters Score -8773679 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -8773902.000000 Penalty: 5312.960449
	Iteration 17Q: 3 clusters Score -8773902 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -8774008.000000 Penalty: 5312.960449
	Iteration 18Q: 3 clusters Score -8774008 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -8774109.000000 Penalty: 5312.960449
	Iteration 19Q: 3 clusters Score -8774109 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8774164.000000 Penalty: 5312.960449
	Iteration 20F: 3 clusters Score -8774164 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8774230.000000 Penalty: 5312.960449
	Iteration 21Q: 3 clusters Score -8774230 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8774320.000000 Penalty: 5312.960449
	Iteration 22Q: 3 clusters Score -8774320 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8774352.000000 Penalty: 5312.960449
	Iteration 23Q: 3 clusters Score -8774352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8774386.000000 Penalty: 5312.960449
	Iteration 24Q: 3 clusters Score -8774386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8774410.000000 Penalty: 5312.960449
	Iteration 25Q: 3 clusters Score -8774410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8774432.000000 Penalty: 5312.960449
	Iteration 26Q: 3 clusters Score -8774432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8774457.000000 Penalty: 5312.960449
	Iteration 27Q: 3 clusters Score -8774457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8774456.000000 Penalty: 5312.960449
	Iteration 28Q: 3 clusters Score -8774456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8774459.000000 Penalty: 5312.960449
	Iteration 29Q: 3 clusters Score -8774459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8774457.000000 Penalty: 5312.960449
	Iteration 30Q: 3 clusters Score -8774457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8774444.000000 Penalty: 5312.960449
	Iteration 31Q: 3 clusters Score -8774444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8774446.000000 Penalty: 5312.960449
	Iteration 32Q: 3 clusters Score -8774446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8774466.000000 Penalty: 5312.960449
	Iteration 33Q: 3 clusters Score -8774466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8774462.000000 Penalty: 5312.960449
	Iteration 34Q: 3 clusters Score -8774462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8774457.000000 Penalty: 5312.960449
	Iteration 35Q: 3 clusters Score -8774457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8774445.000000 Penalty: 5312.960449
	Iteration 36Q: 3 clusters Score -8774445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8774454.000000 Penalty: 5312.960449
	Iteration 37Q: 3 clusters Score -8774454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8774459.000000 Penalty: 5312.960449
	Iteration 38Q: 3 clusters Score -8774459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8774451.000000 Penalty: 5312.960449
	Iteration 39Q: 3 clusters Score -8774451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8774454.000000 Penalty: 5312.960449
	Iteration 40F: 3 clusters Score -8774454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8774465.000000 Penalty: 5312.960449
	Iteration 41Q: 3 clusters Score -8774465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8774465.000000 Penalty: 5312.960449
	Iteration 42Q: 3 clusters Score -8774465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8774460.000000 Penalty: 5312.960449
	Iteration 43Q: 3 clusters Score -8774460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8774450.000000 Penalty: 5312.960449
	Iteration 44Q: 3 clusters Score -8774450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8774453.000000 Penalty: 5312.960449
	Iteration 45Q: 3 clusters Score -8774453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8774446.000000 Penalty: 5312.960449
	Iteration 46Q: 3 clusters Score -8774446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8774446.000000 Penalty: 5312.960449
	Iteration 47F: 3 clusters Score -8774446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97690.101562 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97690.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -97896.367188 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97896.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97960.257812 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -97960.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97983.210938 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -97983.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97991.960938 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -97991.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97997.421875 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -97997.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97997.421875 Penalty: 3152.629395
	Iteration 6F: 3 clusters Score -97997.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -427830.843750 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -427830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -424950.125000 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -424950.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -425539.968750 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -425540 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -425721.343750 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -425721.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -425843.468750 Penalty: 3866.027832
	Iteration 3F: 3 clusters Score -425843.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -425968.812500 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -425968.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -426148.343750 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -426148.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -426383.312500 Penalty: 3866.027832
	Iteration 6F: 3 clusters Score -426383.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -426614.718750 Penalty: 3866.027832
	Iteration 7F: 3 clusters Score -426614.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -426837.656250 Penalty: 3866.027832
	Iteration 8F: 3 clusters Score -426837.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -427022.593750 Penalty: 3866.027832
	Iteration 9F: 3 clusters Score -427022.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -427157.250000 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -427157.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -427257.156250 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -427257.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -427345.218750 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -427345.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -427394.375000 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -427394.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -427431.562500 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -427431.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -427447.625000 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -427447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -427458.937500 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -427458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -427463.625000 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -427463.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -427471.031250 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -427471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -427480.437500 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -427480.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -427484.875000 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -427484.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -427486.625000 Penalty: 3866.027832
	Iteration 21Q: 3 clusters Score -427486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -427488.656250 Penalty: 3866.027832
	Iteration 22Q: 3 clusters Score -427488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -427491.250000 Penalty: 3866.027832
	Iteration 23Q: 3 clusters Score -427491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -427491.906250 Penalty: 3866.027832
	Iteration 24Q: 3 clusters Score -427491.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -427491.906250 Penalty: 3866.027832
	Iteration 25F: 3 clusters Score -427491.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (19617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Entering Unmasked Estep 
Score: -3736173.000000 Penalty: 2451.269531
	Iteration 0F: 2 clusters Score -3736173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3722337.500000 Penalty: 4902.539062
	Iteration 0F: 3 clusters Score -3722338 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3726851.250000 Penalty: 4902.539062
	Iteration 1F: 3 clusters Score -3726851 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3727244.250000 Penalty: 4902.539062
	Iteration 2F: 3 clusters Score -3727244 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3727606.250000 Penalty: 4902.539062
	Iteration 3Q: 3 clusters Score -3727606 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3727964.750000 Penalty: 4902.539062
	Iteration 4Q: 3 clusters Score -3727965 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3728390.500000 Penalty: 4902.539062
	Iteration 5Q: 3 clusters Score -3728390 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3728859.750000 Penalty: 4902.539062
	Iteration 6Q: 3 clusters Score -3728860 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3729485.500000 Penalty: 4902.539062
	Iteration 7F: 3 clusters Score -3729486 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3730216.750000 Penalty: 4902.539062
	Iteration 8F: 3 clusters Score -3730217 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3731029.250000 Penalty: 4902.539062
	Iteration 9F: 3 clusters Score -3731029 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3731798.500000 Penalty: 4902.539062
	Iteration 10Q: 3 clusters Score -3731798 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3732361.250000 Penalty: 4902.539062
	Iteration 11Q: 3 clusters Score -3732361 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3732791.250000 Penalty: 4902.539062
	Iteration 12Q: 3 clusters Score -3732791 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3733069.250000 Penalty: 4902.539062
	Iteration 13Q: 3 clusters Score -3733069 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3733250.750000 Penalty: 4902.539062
	Iteration 14Q: 3 clusters Score -3733251 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3733415.500000 Penalty: 4902.539062
	Iteration 15Q: 3 clusters Score -3733416 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3733539.750000 Penalty: 4902.539062
	Iteration 16Q: 3 clusters Score -3733540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3733633.000000 Penalty: 4902.539062
	Iteration 17Q: 3 clusters Score -3733633 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3733703.000000 Penalty: 4902.539062
	Iteration 18Q: 3 clusters Score -3733703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3733745.000000 Penalty: 4902.539062
	Iteration 19Q: 3 clusters Score -3733745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3733782.750000 Penalty: 4902.539062
	Iteration 20F: 3 clusters Score -3733783 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3733812.750000 Penalty: 4902.539062
	Iteration 21Q: 3 clusters Score -3733813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3733844.250000 Penalty: 4902.539062
	Iteration 22Q: 3 clusters Score -3733844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3733865.500000 Penalty: 4902.539062
	Iteration 23Q: 3 clusters Score -3733866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3733881.750000 Penalty: 4902.539062
	Iteration 24Q: 3 clusters Score -3733882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3733888.000000 Penalty: 4902.539062
	Iteration 25Q: 3 clusters Score -3733888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3733911.250000 Penalty: 4902.539062
	Iteration 26Q: 3 clusters Score -3733911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3733911.250000 Penalty: 4902.539062
	Iteration 27Q: 3 clusters Score -3733911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3733925.500000 Penalty: 4902.539062
	Iteration 28Q: 3 clusters Score -3733926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3733931.750000 Penalty: 4902.539062
	Iteration 29Q: 3 clusters Score -3733932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3733931.750000 Penalty: 4902.539062
	Iteration 30Q: 3 clusters Score -3733932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3733945.750000 Penalty: 4902.539062
	Iteration 31Q: 3 clusters Score -3733946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3733952.250000 Penalty: 4902.539062
	Iteration 32Q: 3 clusters Score -3733952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3733964.500000 Penalty: 4902.539062
	Iteration 33Q: 3 clusters Score -3733964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3733961.500000 Penalty: 4902.539062
	Iteration 34Q: 3 clusters Score -3733962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3733959.500000 Penalty: 4902.539062
	Iteration 35Q: 3 clusters Score -3733960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3733958.500000 Penalty: 4902.539062
	Iteration 36Q: 3 clusters Score -3733958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3733966.250000 Penalty: 4902.539062
	Iteration 37Q: 3 clusters Score -3733966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3733967.750000 Penalty: 4902.539062
	Iteration 38Q: 3 clusters Score -3733968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3733971.250000 Penalty: 4902.539062
	Iteration 39Q: 3 clusters Score -3733971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3733968.750000 Penalty: 4902.539062
	Iteration 40F: 3 clusters Score -3733969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3733968.750000 Penalty: 4902.539062
	Iteration 41Q: 3 clusters Score -3733969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3733970.750000 Penalty: 4902.539062
	Iteration 42Q: 3 clusters Score -3733971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3733972.000000 Penalty: 4902.539062
	Iteration 43Q: 3 clusters Score -3733972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3733977.250000 Penalty: 4902.539062
	Iteration 44Q: 3 clusters Score -3733977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3733979.000000 Penalty: 4902.539062
	Iteration 45Q: 3 clusters Score -3733979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3733982.500000 Penalty: 4902.539062
	Iteration 46Q: 3 clusters Score -3733982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3733987.750000 Penalty: 4902.539062
	Iteration 47Q: 3 clusters Score -3733988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3733990.500000 Penalty: 4902.539062
	Iteration 48Q: 3 clusters Score -3733990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3733991.000000 Penalty: 4902.539062
	Iteration 49Q: 3 clusters Score -3733991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3733991.000000 Penalty: 4902.539062
	Iteration 50F: 3 clusters Score -3733991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -584184.187500 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -584184.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -580830.187500 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -580830.2 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -581600.437500 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -581600.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -581829.500000 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -581829.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -581994.750000 Penalty: 3992.357422
	Iteration 3F: 3 clusters Score -581994.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -582120.375000 Penalty: 3992.357422
	Iteration 4Q: 3 clusters Score -582120.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -582234.312500 Penalty: 3992.357422
	Iteration 5Q: 3 clusters Score -582234.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -582345.125000 Penalty: 3992.357422
	Iteration 6Q: 3 clusters Score -582345.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -582469.937500 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -582469.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -582584.812500 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -582584.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -582708.500000 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -582708.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -582830.312500 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -582830.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -582930.750000 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -582930.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -583005.875000 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -583005.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -583067.625000 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -583067.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -583116.500000 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -583116.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -583148.000000 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -583148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -583176.062500 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -583176.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -583191.437500 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -583191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -583195.687500 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -583195.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -583201.125000 Penalty: 3992.357422
	Iteration 19Q: 3 clusters Score -583201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -583210.062500 Penalty: 3992.357422
	Iteration 20F: 3 clusters Score -583210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -583214.187500 Penalty: 3992.357422
	Iteration 21Q: 3 clusters Score -583214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -583216.812500 Penalty: 3992.357422
	Iteration 22Q: 3 clusters Score -583216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -583218.437500 Penalty: 3992.357422
	Iteration 23Q: 3 clusters Score -583218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -583222.750000 Penalty: 3992.357422
	Iteration 24Q: 3 clusters Score -583222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -583224.375000 Penalty: 3992.357422
	Iteration 25Q: 3 clusters Score -583224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -583226.750000 Penalty: 3992.357422
	Iteration 26Q: 3 clusters Score -583226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -583225.937500 Penalty: 3992.357422
	Iteration 27Q: 3 clusters Score -583225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -583226.812500 Penalty: 3992.357422
	Iteration 28Q: 3 clusters Score -583226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -583226.812500 Penalty: 3992.357422
	Iteration 29F: 3 clusters Score -583226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Entering Unmasked Estep 
Score: -5367829.500000 Penalty: 2517.595947
	Iteration 0F: 2 clusters Score -5367830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -5355758.500000 Penalty: 5035.191895
	Iteration 0F: 3 clusters Score -5355758 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5361904.000000 Penalty: 5035.191895
	Iteration 1F: 3 clusters Score -5361904 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -5362352.500000 Penalty: 5035.191895
	Iteration 2F: 3 clusters Score -5362352 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -5362820.500000 Penalty: 5035.191895
	Iteration 3Q: 3 clusters Score -5362820 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -5363293.000000 Penalty: 5035.191895
	Iteration 4Q: 3 clusters Score -5363293 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5363846.500000 Penalty: 5035.191895
	Iteration 5Q: 3 clusters Score -5363846 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -5364505.000000 Penalty: 5035.191895
	Iteration 6Q: 3 clusters Score -5364505 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -5365333.500000 Penalty: 5035.191895
	Iteration 7Q: 3 clusters Score -5365334 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5366302.000000 Penalty: 5035.191895
	Iteration 8F: 3 clusters Score -5366302 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -5367293.000000 Penalty: 5035.191895
	Iteration 9F: 3 clusters Score -5367293 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5368111.000000 Penalty: 5035.191895
	Iteration 10F: 3 clusters Score -5368111 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -5368646.000000 Penalty: 5035.191895
	Iteration 11Q: 3 clusters Score -5368646 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -5368985.000000 Penalty: 5035.191895
	Iteration 12Q: 3 clusters Score -5368985 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -5369152.500000 Penalty: 5035.191895
	Iteration 13Q: 3 clusters Score -5369152 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -5369334.000000 Penalty: 5035.191895
	Iteration 14Q: 3 clusters Score -5369334 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -5369493.500000 Penalty: 5035.191895
	Iteration 15Q: 3 clusters Score -5369494 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -5369667.000000 Penalty: 5035.191895
	Iteration 16Q: 3 clusters Score -5369667 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -5369829.500000 Penalty: 5035.191895
	Iteration 17Q: 3 clusters Score -5369830 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -5369981.500000 Penalty: 5035.191895
	Iteration 18Q: 3 clusters Score -5369982 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5370162.000000 Penalty: 5035.191895
	Iteration 19Q: 3 clusters Score -5370162 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -5370293.000000 Penalty: 5035.191895
	Iteration 20F: 3 clusters Score -5370293 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -5370377.500000 Penalty: 5035.191895
	Iteration 21Q: 3 clusters Score -5370378 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5370448.500000 Penalty: 5035.191895
	Iteration 22Q: 3 clusters Score -5370448 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -5370524.000000 Penalty: 5035.191895
	Iteration 23Q: 3 clusters Score -5370524 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -5370554.500000 Penalty: 5035.191895
	Iteration 24Q: 3 clusters Score -5370554 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -5370605.000000 Penalty: 5035.191895
	Iteration 25Q: 3 clusters Score -5370605 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -5370627.500000 Penalty: 5035.191895
	Iteration 26Q: 3 clusters Score -5370628 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5370629.500000 Penalty: 5035.191895
	Iteration 27Q: 3 clusters Score -5370630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -5370623.000000 Penalty: 5035.191895
	Iteration 28Q: 3 clusters Score -5370623 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -5370660.000000 Penalty: 5035.191895
	Iteration 29Q: 3 clusters Score -5370660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -5370651.500000 Penalty: 5035.191895
	Iteration 30Q: 3 clusters Score -5370652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -5370647.500000 Penalty: 5035.191895
	Iteration 31Q: 3 clusters Score -5370648 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -5370640.000000 Penalty: 5035.191895
	Iteration 32Q: 3 clusters Score -5370640 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -5370594.500000 Penalty: 5035.191895
	Iteration 33Q: 3 clusters Score -5370594 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -5370527.000000 Penalty: 5035.191895
	Iteration 34Q: 3 clusters Score -5370527 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5370428.000000 Penalty: 5035.191895
	Iteration 35Q: 3 clusters Score -5370428 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5370215.000000 Penalty: 5035.191895
	Iteration 36Q: 3 clusters Score -5370215 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -5369946.000000 Penalty: 5035.191895
	Iteration 37Q: 3 clusters Score -5369946 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -5369536.500000 Penalty: 5035.191895
	Iteration 38Q: 3 clusters Score -5369536 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5369114.500000 Penalty: 5035.191895
	Iteration 39Q: 3 clusters Score -5369114 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -5369104.000000 Penalty: 5035.191895
	Iteration 40F: 3 clusters Score -5369104 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -5368839.500000 Penalty: 5035.191895
	Iteration 41Q: 3 clusters Score -5368840 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5368589.000000 Penalty: 5035.191895
	Iteration 42Q: 3 clusters Score -5368589 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -5368412.000000 Penalty: 5035.191895
	Iteration 43Q: 3 clusters Score -5368412 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -5368306.000000 Penalty: 5035.191895
	Iteration 44Q: 3 clusters Score -5368306 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5368226.000000 Penalty: 5035.191895
	Iteration 45Q: 3 clusters Score -5368226 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -5368165.000000 Penalty: 5035.191895
	Iteration 46Q: 3 clusters Score -5368165 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5368072.500000 Penalty: 5035.191895
	Iteration 47Q: 3 clusters Score -5368072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -5368005.000000 Penalty: 5035.191895
	Iteration 48Q: 3 clusters Score -5368005 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5367946.000000 Penalty: 5035.191895
	Iteration 49Q: 3 clusters Score -5367946 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5367894.000000 Penalty: 5035.191895
	Iteration 50Q: 3 clusters Score -5367894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5367844.000000 Penalty: 5035.191895
	Iteration 51Q: 3 clusters Score -5367844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5367832.500000 Penalty: 5035.191895
	Iteration 52Q: 3 clusters Score -5367832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -5367801.500000 Penalty: 5035.191895
	Iteration 53Q: 3 clusters Score -5367802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5367772.500000 Penalty: 5035.191895
	Iteration 54Q: 3 clusters Score -5367772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5367731.500000 Penalty: 5035.191895
	Iteration 55Q: 3 clusters Score -5367732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5367723.500000 Penalty: 5035.191895
	Iteration 56Q: 3 clusters Score -5367724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -5367702.000000 Penalty: 5035.191895
	Iteration 57Q: 3 clusters Score -5367702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -5367691.000000 Penalty: 5035.191895
	Iteration 58Q: 3 clusters Score -5367691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5367687.000000 Penalty: 5035.191895
	Iteration 59Q: 3 clusters Score -5367687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5367695.000000 Penalty: 5035.191895
	Iteration 60F: 3 clusters Score -5367695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5367704.000000 Penalty: 5035.191895
	Iteration 61Q: 3 clusters Score -5367704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -5367682.500000 Penalty: 5035.191895
	Iteration 62Q: 3 clusters Score -5367682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5367676.000000 Penalty: 5035.191895
	Iteration 63Q: 3 clusters Score -5367676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5367662.000000 Penalty: 5035.191895
	Iteration 64Q: 3 clusters Score -5367662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5367644.000000 Penalty: 5035.191895
	Iteration 65Q: 3 clusters Score -5367644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5367604.500000 Penalty: 5035.191895
	Iteration 66Q: 3 clusters Score -5367604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5367598.500000 Penalty: 5035.191895
	Iteration 67Q: 3 clusters Score -5367598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5367585.000000 Penalty: 5035.191895
	Iteration 68Q: 3 clusters Score -5367585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -5367581.500000 Penalty: 5035.191895
	Iteration 69Q: 3 clusters Score -5367582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5367571.500000 Penalty: 5035.191895
	Iteration 70Q: 3 clusters Score -5367572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -5367579.500000 Penalty: 5035.191895
	Iteration 71Q: 3 clusters Score -5367580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -5367566.000000 Penalty: 5035.191895
	Iteration 72Q: 3 clusters Score -5367566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5367546.000000 Penalty: 5035.191895
	Iteration 73Q: 3 clusters Score -5367546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -5367538.500000 Penalty: 5035.191895
	Iteration 74Q: 3 clusters Score -5367538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -5367529.000000 Penalty: 5035.191895
	Iteration 75Q: 3 clusters Score -5367529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -5367513.000000 Penalty: 5035.191895
	Iteration 76Q: 3 clusters Score -5367513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5367489.500000 Penalty: 5035.191895
	Iteration 77Q: 3 clusters Score -5367490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5367496.000000 Penalty: 5035.191895
	Iteration 78Q: 3 clusters Score -5367496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5367483.500000 Penalty: 5035.191895
	Iteration 79Q: 3 clusters Score -5367484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5367480.000000 Penalty: 5035.191895
	Iteration 80F: 3 clusters Score -5367480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -5367476.500000 Penalty: 5035.191895
	Iteration 81Q: 3 clusters Score -5367476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -5367458.500000 Penalty: 5035.191895
	Iteration 82Q: 3 clusters Score -5367458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -5367456.000000 Penalty: 5035.191895
	Iteration 83Q: 3 clusters Score -5367456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5367444.000000 Penalty: 5035.191895
	Iteration 84Q: 3 clusters Score -5367444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -5367437.500000 Penalty: 5035.191895
	Iteration 85Q: 3 clusters Score -5367438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5367454.000000 Penalty: 5035.191895
	Iteration 86Q: 3 clusters Score -5367454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5367444.500000 Penalty: 5035.191895
	Iteration 87Q: 3 clusters Score -5367444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5367437.500000 Penalty: 5035.191895
	Iteration 88Q: 3 clusters Score -5367438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5367455.000000 Penalty: 5035.191895
	Iteration 89Q: 3 clusters Score -5367455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5367465.500000 Penalty: 5035.191895
	Iteration 90Q: 3 clusters Score -5367466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5367466.500000 Penalty: 5035.191895
	Iteration 91Q: 3 clusters Score -5367466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5367451.000000 Penalty: 5035.191895
	Iteration 92Q: 3 clusters Score -5367451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5367433.500000 Penalty: 5035.191895
	Iteration 93Q: 3 clusters Score -5367434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5367434.500000 Penalty: 5035.191895
	Iteration 94Q: 3 clusters Score -5367434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5367435.500000 Penalty: 5035.191895
	Iteration 95Q: 3 clusters Score -5367436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5367438.500000 Penalty: 5035.191895
	Iteration 96Q: 3 clusters Score -5367438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5367435.500000 Penalty: 5035.191895
	Iteration 97Q: 3 clusters Score -5367436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -5367434.500000 Penalty: 5035.191895
	Iteration 98Q: 3 clusters Score -5367434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -5367435.000000 Penalty: 5035.191895
	Iteration 99Q: 3 clusters Score -5367435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -5367439.500000 Penalty: 5035.191895
	Iteration 100F: 3 clusters Score -5367440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5367443.500000 Penalty: 5035.191895
	Iteration 101Q: 3 clusters Score -5367444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5367444.500000 Penalty: 5035.191895
	Iteration 102Q: 3 clusters Score -5367444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -5367442.500000 Penalty: 5035.191895
	Iteration 103Q: 3 clusters Score -5367442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5367441.500000 Penalty: 5035.191895
	Iteration 104Q: 3 clusters Score -5367442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -5367430.500000 Penalty: 5035.191895
	Iteration 105Q: 3 clusters Score -5367430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -5367435.500000 Penalty: 5035.191895
	Iteration 106Q: 3 clusters Score -5367436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -5367435.500000 Penalty: 5035.191895
	Iteration 107Q: 3 clusters Score -5367436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -5367443.500000 Penalty: 5035.191895
	Iteration 108Q: 3 clusters Score -5367444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5367441.000000 Penalty: 5035.191895
	Iteration 109Q: 3 clusters Score -5367441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -5367447.000000 Penalty: 5035.191895
	Iteration 110Q: 3 clusters Score -5367447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5367451.500000 Penalty: 5035.191895
	Iteration 111Q: 3 clusters Score -5367452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5367455.000000 Penalty: 5035.191895
	Iteration 112Q: 3 clusters Score -5367455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5367453.000000 Penalty: 5035.191895
	Iteration 113Q: 3 clusters Score -5367453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -5367453.500000 Penalty: 5035.191895
	Iteration 114Q: 3 clusters Score -5367454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -5367453.000000 Penalty: 5035.191895
	Iteration 115Q: 3 clusters Score -5367453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5367457.500000 Penalty: 5035.191895
	Iteration 116Q: 3 clusters Score -5367458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5367460.000000 Penalty: 5035.191895
	Iteration 117Q: 3 clusters Score -5367460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5367452.500000 Penalty: 5035.191895
	Iteration 118Q: 3 clusters Score -5367452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -5367449.500000 Penalty: 5035.191895
	Iteration 119Q: 3 clusters Score -5367450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -5367452.500000 Penalty: 5035.191895
	Iteration 120F: 3 clusters Score -5367452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -5367451.500000 Penalty: 5035.191895
	Iteration 121Q: 3 clusters Score -5367452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -5367451.500000 Penalty: 5035.191895
	Iteration 122F: 3 clusters Score -5367452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (38350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Entering Unmasked Estep 
Score: -7453208.000000 Penalty: 2617.518555
	Iteration 0F: 2 clusters Score -7453208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -7431701.000000 Penalty: 5235.037109
	Iteration 0F: 3 clusters Score -7431701 nChanged 17452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -7441195.000000 Penalty: 5235.037109
	Iteration 1F: 3 clusters Score -7441195 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -7441628.000000 Penalty: 5235.037109
	Iteration 2Q: 3 clusters Score -7441628 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -7441935.500000 Penalty: 5235.037109
	Iteration 3Q: 3 clusters Score -7441936 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -7442209.500000 Penalty: 5235.037109
	Iteration 4Q: 3 clusters Score -7442210 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -7442493.500000 Penalty: 5235.037109
	Iteration 5Q: 3 clusters Score -7442494 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -7442772.500000 Penalty: 5235.037109
	Iteration 6Q: 3 clusters Score -7442772 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -7443169.000000 Penalty: 5235.037109
	Iteration 7Q: 3 clusters Score -7443169 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -7443609.000000 Penalty: 5235.037109
	Iteration 8Q: 3 clusters Score -7443609 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -7444420.500000 Penalty: 5235.037109
	Iteration 9Q: 3 clusters Score -7444420 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -7445505.000000 Penalty: 5235.037109
	Iteration 10F: 3 clusters Score -7445505 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -7446915.500000 Penalty: 5235.037109
	Iteration 11F: 3 clusters Score -7446916 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -7448455.500000 Penalty: 5235.037109
	Iteration 12F: 3 clusters Score -7448456 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -7449639.500000 Penalty: 5235.037109
	Iteration 13Q: 3 clusters Score -7449640 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -7450335.000000 Penalty: 5235.037109
	Iteration 14Q: 3 clusters Score -7450335 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -7451002.000000 Penalty: 5235.037109
	Iteration 15Q: 3 clusters Score -7451002 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -7451599.500000 Penalty: 5235.037109
	Iteration 16Q: 3 clusters Score -7451600 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -7452227.000000 Penalty: 5235.037109
	Iteration 17Q: 3 clusters Score -7452227 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -7452927.500000 Penalty: 5235.037109
	Iteration 18Q: 3 clusters Score -7452928 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -7453357.500000 Penalty: 5235.037109
	Iteration 19Q: 3 clusters Score -7453358 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -7453831.000000 Penalty: 5235.037109
	Iteration 20F: 3 clusters Score -7453831 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -7454107.500000 Penalty: 5235.037109
	Iteration 21Q: 3 clusters Score -7454108 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -7454281.500000 Penalty: 5235.037109
	Iteration 22Q: 3 clusters Score -7454282 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -7454395.500000 Penalty: 5235.037109
	Iteration 23Q: 3 clusters Score -7454396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -7454430.000000 Penalty: 5235.037109
	Iteration 24Q: 3 clusters Score -7454430 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -7454437.500000 Penalty: 5235.037109
	Iteration 25Q: 3 clusters Score -7454438 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -7454447.500000 Penalty: 5235.037109
	Iteration 26Q: 3 clusters Score -7454448 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -7454472.500000 Penalty: 5235.037109
	Iteration 27Q: 3 clusters Score -7454472 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -7454490.500000 Penalty: 5235.037109
	Iteration 28Q: 3 clusters Score -7454490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -7454523.000000 Penalty: 5235.037109
	Iteration 29Q: 3 clusters Score -7454523 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -7454501.000000 Penalty: 5235.037109
	Iteration 30Q: 3 clusters Score -7454501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -7454516.000000 Penalty: 5235.037109
	Iteration 31Q: 3 clusters Score -7454516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -7454504.500000 Penalty: 5235.037109
	Iteration 32Q: 3 clusters Score -7454504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -7454503.000000 Penalty: 5235.037109
	Iteration 33Q: 3 clusters Score -7454503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -7454488.000000 Penalty: 5235.037109
	Iteration 34Q: 3 clusters Score -7454488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -7454506.500000 Penalty: 5235.037109
	Iteration 35Q: 3 clusters Score -7454506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -7454504.500000 Penalty: 5235.037109
	Iteration 36Q: 3 clusters Score -7454504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -7454504.500000 Penalty: 5235.037109
	Iteration 37Q: 3 clusters Score -7454504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -7454508.500000 Penalty: 5235.037109
	Iteration 38Q: 3 clusters Score -7454508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -7454495.000000 Penalty: 5235.037109
	Iteration 39Q: 3 clusters Score -7454495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -7454506.000000 Penalty: 5235.037109
	Iteration 40F: 3 clusters Score -7454506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -7454511.000000 Penalty: 5235.037109
	Iteration 41Q: 3 clusters Score -7454511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -7454503.000000 Penalty: 5235.037109
	Iteration 42Q: 3 clusters Score -7454503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -7454514.500000 Penalty: 5235.037109
	Iteration 43Q: 3 clusters Score -7454514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -7454524.000000 Penalty: 5235.037109
	Iteration 44Q: 3 clusters Score -7454524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -7454523.000000 Penalty: 5235.037109
	Iteration 45Q: 3 clusters Score -7454523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -7454519.000000 Penalty: 5235.037109
	Iteration 46Q: 3 clusters Score -7454519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -7454518.000000 Penalty: 5235.037109
	Iteration 47Q: 3 clusters Score -7454518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -7454502.500000 Penalty: 5235.037109
	Iteration 48Q: 3 clusters Score -7454502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -7454492.000000 Penalty: 5235.037109
	Iteration 49Q: 3 clusters Score -7454492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -7454505.500000 Penalty: 5235.037109
	Iteration 50Q: 3 clusters Score -7454506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -7454508.000000 Penalty: 5235.037109
	Iteration 51Q: 3 clusters Score -7454508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -7454500.500000 Penalty: 5235.037109
	Iteration 52Q: 3 clusters Score -7454500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -7454506.000000 Penalty: 5235.037109
	Iteration 53Q: 3 clusters Score -7454506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -7454511.500000 Penalty: 5235.037109
	Iteration 54Q: 3 clusters Score -7454512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -7454508.500000 Penalty: 5235.037109
	Iteration 55Q: 3 clusters Score -7454508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -7454512.500000 Penalty: 5235.037109
	Iteration 56Q: 3 clusters Score -7454512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -7454512.500000 Penalty: 5235.037109
	Iteration 57F: 3 clusters Score -7454512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 323 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14049 members 
Mstep: Class 42 contains 8532 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 304 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 51 contains 13818 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 22260 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Mstep: Class 60 contains 23917 members 
Mstep: Class 61 contains 4263 members 
Mstep: Class 62 contains 15212 members 
Mstep: Class 63 contains 29615 members 
Mstep: Class 64 contains 445 members 
Mstep: Class 65 contains 438 members 
Mstep: Class 66 contains 15132 members 
Mstep: Class 67 contains 34938 members 
Mstep: Class 68 contains 34359 members 
Mstep: Class 69 contains 190 members 
Mstep: Class 70 contains 16090 members 
Entering Unmasked Estep 
Score: -161277104.000000 Penalty: 236786.078125
Splitting cluster 55 changes total score from -161269584.000000 to -161277104.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 56 (31989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Entering Unmasked Estep 
Score: -6232420.500000 Penalty: 2572.540527
	Iteration 0F: 2 clusters Score -6232420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -6213609.500000 Penalty: 5145.081055
	Iteration 0F: 3 clusters Score -6213610 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -6221183.500000 Penalty: 5145.081055
	Iteration 1F: 3 clusters Score -6221184 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -6221584.000000 Penalty: 5145.081055
	Iteration 2Q: 3 clusters Score -6221584 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -6221981.000000 Penalty: 5145.081055
	Iteration 3Q: 3 clusters Score -6221981 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -6222389.000000 Penalty: 5145.081055
	Iteration 4Q: 3 clusters Score -6222389 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -6222824.500000 Penalty: 5145.081055
	Iteration 5Q: 3 clusters Score -6222824 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -6223346.000000 Penalty: 5145.081055
	Iteration 6Q: 3 clusters Score -6223346 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -6223903.000000 Penalty: 5145.081055
	Iteration 7Q: 3 clusters Score -6223903 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -6224598.000000 Penalty: 5145.081055
	Iteration 8Q: 3 clusters Score -6224598 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -6225450.500000 Penalty: 5145.081055
	Iteration 9Q: 3 clusters Score -6225450 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -6226467.000000 Penalty: 5145.081055
	Iteration 10Q: 3 clusters Score -6226467 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -6227532.000000 Penalty: 5145.081055
	Iteration 11Q: 3 clusters Score -6227532 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -6228742.500000 Penalty: 5145.081055
	Iteration 12F: 3 clusters Score -6228742 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -6229668.500000 Penalty: 5145.081055
	Iteration 13Q: 3 clusters Score -6229668 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6230267.000000 Penalty: 5145.081055
	Iteration 14Q: 3 clusters Score -6230267 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -6230483.000000 Penalty: 5145.081055
	Iteration 15Q: 3 clusters Score -6230483 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -6230659.000000 Penalty: 5145.081055
	Iteration 16Q: 3 clusters Score -6230659 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6230832.500000 Penalty: 5145.081055
	Iteration 17Q: 3 clusters Score -6230832 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -6230958.000000 Penalty: 5145.081055
	Iteration 18Q: 3 clusters Score -6230958 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -6231087.500000 Penalty: 5145.081055
	Iteration 19Q: 3 clusters Score -6231088 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -6231197.000000 Penalty: 5145.081055
	Iteration 20F: 3 clusters Score -6231197 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -6231316.500000 Penalty: 5145.081055
	Iteration 21Q: 3 clusters Score -6231316 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -6231402.500000 Penalty: 5145.081055
	Iteration 22Q: 3 clusters Score -6231402 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6231489.500000 Penalty: 5145.081055
	Iteration 23Q: 3 clusters Score -6231490 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -6231572.000000 Penalty: 5145.081055
	Iteration 24Q: 3 clusters Score -6231572 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -6231637.500000 Penalty: 5145.081055
	Iteration 25Q: 3 clusters Score -6231638 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -6231742.000000 Penalty: 5145.081055
	Iteration 26Q: 3 clusters Score -6231742 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -6231823.000000 Penalty: 5145.081055
	Iteration 27Q: 3 clusters Score -6231823 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -6231914.000000 Penalty: 5145.081055
	Iteration 28Q: 3 clusters Score -6231914 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -6231963.000000 Penalty: 5145.081055
	Iteration 29Q: 3 clusters Score -6231963 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -6232037.000000 Penalty: 5145.081055
	Iteration 30Q: 3 clusters Score -6232037 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -6232111.500000 Penalty: 5145.081055
	Iteration 31Q: 3 clusters Score -6232112 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6232164.500000 Penalty: 5145.081055
	Iteration 32Q: 3 clusters Score -6232164 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -6232192.500000 Penalty: 5145.081055
	Iteration 33Q: 3 clusters Score -6232192 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -6232222.000000 Penalty: 5145.081055
	Iteration 34Q: 3 clusters Score -6232222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -6232246.000000 Penalty: 5145.081055
	Iteration 35Q: 3 clusters Score -6232246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6232257.500000 Penalty: 5145.081055
	Iteration 36Q: 3 clusters Score -6232258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -6232271.000000 Penalty: 5145.081055
	Iteration 37Q: 3 clusters Score -6232271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -6232292.500000 Penalty: 5145.081055
	Iteration 38Q: 3 clusters Score -6232292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -6232296.000000 Penalty: 5145.081055
	Iteration 39Q: 3 clusters Score -6232296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -6232300.500000 Penalty: 5145.081055
	Iteration 40F: 3 clusters Score -6232300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -6232298.500000 Penalty: 5145.081055
	Iteration 41Q: 3 clusters Score -6232298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -6232296.500000 Penalty: 5145.081055
	Iteration 42Q: 3 clusters Score -6232296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -6232299.500000 Penalty: 5145.081055
	Iteration 43Q: 3 clusters Score -6232300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -6232304.000000 Penalty: 5145.081055
	Iteration 44Q: 3 clusters Score -6232304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -6232315.500000 Penalty: 5145.081055
	Iteration 45Q: 3 clusters Score -6232316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -6232330.500000 Penalty: 5145.081055
	Iteration 46Q: 3 clusters Score -6232330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -6232332.000000 Penalty: 5145.081055
	Iteration 47Q: 3 clusters Score -6232332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -6232331.000000 Penalty: 5145.081055
	Iteration 48Q: 3 clusters Score -6232331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -6232320.500000 Penalty: 5145.081055
	Iteration 49Q: 3 clusters Score -6232320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -6232323.000000 Penalty: 5145.081055
	Iteration 50Q: 3 clusters Score -6232323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -6232338.000000 Penalty: 5145.081055
	Iteration 51Q: 3 clusters Score -6232338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -6232340.000000 Penalty: 5145.081055
	Iteration 52Q: 3 clusters Score -6232340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -6232347.500000 Penalty: 5145.081055
	Iteration 53Q: 3 clusters Score -6232348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -6232346.000000 Penalty: 5145.081055
	Iteration 54Q: 3 clusters Score -6232346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -6232347.000000 Penalty: 5145.081055
	Iteration 55Q: 3 clusters Score -6232347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -6232342.000000 Penalty: 5145.081055
	Iteration 56Q: 3 clusters Score -6232342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -6232346.000000 Penalty: 5145.081055
	Iteration 57Q: 3 clusters Score -6232346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -6232347.000000 Penalty: 5145.081055
	Iteration 58Q: 3 clusters Score -6232347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -6232356.500000 Penalty: 5145.081055
	Iteration 59Q: 3 clusters Score -6232356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -6232357.500000 Penalty: 5145.081055
	Iteration 60F: 3 clusters Score -6232358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -6232353.500000 Penalty: 5145.081055
	Iteration 61Q: 3 clusters Score -6232354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -6232366.000000 Penalty: 5145.081055
	Iteration 62Q: 3 clusters Score -6232366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -6232357.500000 Penalty: 5145.081055
	Iteration 63Q: 3 clusters Score -6232358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -6232358.500000 Penalty: 5145.081055
	Iteration 64Q: 3 clusters Score -6232358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -6232356.000000 Penalty: 5145.081055
	Iteration 65Q: 3 clusters Score -6232356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -6232342.500000 Penalty: 5145.081055
	Iteration 66Q: 3 clusters Score -6232342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -6232339.000000 Penalty: 5145.081055
	Iteration 67Q: 3 clusters Score -6232339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -6232346.500000 Penalty: 5145.081055
	Iteration 68Q: 3 clusters Score -6232346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -6232343.500000 Penalty: 5145.081055
	Iteration 69Q: 3 clusters Score -6232344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -6232344.000000 Penalty: 5145.081055
	Iteration 70Q: 3 clusters Score -6232344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -6232342.000000 Penalty: 5145.081055
	Iteration 71Q: 3 clusters Score -6232342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -6232342.000000 Penalty: 5145.081055
	Iteration 72F: 3 clusters Score -6232342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -435616.500000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -435616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -432765.656250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -432765.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -433409.718750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -433409.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -433607.781250 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -433607.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -433737.531250 Penalty: 3838.722168
	Iteration 3F: 3 clusters Score -433737.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -433811.843750 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -433811.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -433863.187500 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -433863.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -433897.062500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -433897.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -433927.625000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -433927.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -433962.625000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -433962.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -433983.031250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -433983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -434010.781250 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -434010.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -434038.812500 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -434038.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -434053.281250 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -434053.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -434071.437500 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -434071.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -434084.312500 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -434084.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -434103.968750 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -434104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -434129.250000 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -434129.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -434156.156250 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -434156.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -434191.687500 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -434191.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -434237.187500 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -434237.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -434272.500000 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -434272.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -434313.437500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -434313.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -434340.468750 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -434340.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -434376.156250 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -434376.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -434409.781250 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -434409.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -434439.750000 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -434439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -434466.156250 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -434466.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -434490.687500 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -434490.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -434522.500000 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -434522.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -434556.218750 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -434556.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -434578.187500 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -434578.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -434605.718750 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -434605.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -434621.156250 Penalty: 3838.722168
	Iteration 32Q: 3 clusters Score -434621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -434637.062500 Penalty: 3838.722168
	Iteration 33Q: 3 clusters Score -434637.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -434649.187500 Penalty: 3838.722168
	Iteration 34Q: 3 clusters Score -434649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -434662.312500 Penalty: 3838.722168
	Iteration 35Q: 3 clusters Score -434662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -434668.062500 Penalty: 3838.722168
	Iteration 36Q: 3 clusters Score -434668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -434679.593750 Penalty: 3838.722168
	Iteration 37Q: 3 clusters Score -434679.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -434686.937500 Penalty: 3838.722168
	Iteration 38Q: 3 clusters Score -434686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -434693.062500 Penalty: 3838.722168
	Iteration 39Q: 3 clusters Score -434693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -434695.843750 Penalty: 3838.722168
	Iteration 40F: 3 clusters Score -434695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -434700.125000 Penalty: 3838.722168
	Iteration 41Q: 3 clusters Score -434700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -434703.031250 Penalty: 3838.722168
	Iteration 42Q: 3 clusters Score -434703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -434704.781250 Penalty: 3838.722168
	Iteration 43Q: 3 clusters Score -434704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -434705.843750 Penalty: 3838.722168
	Iteration 44Q: 3 clusters Score -434705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -434707.031250 Penalty: 3838.722168
	Iteration 45Q: 3 clusters Score -434707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -434707.750000 Penalty: 3838.722168
	Iteration 46Q: 3 clusters Score -434707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -434709.468750 Penalty: 3838.722168
	Iteration 47Q: 3 clusters Score -434709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -434711.156250 Penalty: 3838.722168
	Iteration 48Q: 3 clusters Score -434711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -434711.125000 Penalty: 3838.722168
	Iteration 49Q: 3 clusters Score -434711.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -434713.500000 Penalty: 3838.722168
	Iteration 50Q: 3 clusters Score -434713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -434714.718750 Penalty: 3838.722168
	Iteration 51Q: 3 clusters Score -434714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -434714.718750 Penalty: 3838.722168
	Iteration 52F: 3 clusters Score -434714.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -29435.287109 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -29435.29 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 143 members 
Entering Unmasked Estep 
Score: -28584.500000 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -28584.5 nChanged 57
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: -28822.085938 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -28822.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28893.425781 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -28893.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28925.312500 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -28925.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28939.220703 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -28939.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -28955.509766 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -28955.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -28970.447266 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -28970.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28981.634766 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -28981.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28981.634766 Penalty: 2793.081055
	Iteration 8F: 3 clusters Score -28981.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (24844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Entering Unmasked Estep 
Score: -5135191.000000 Penalty: 2509.852295
	Iteration 0F: 2 clusters Score -5135191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5119727.500000 Penalty: 5019.704590
	Iteration 0F: 3 clusters Score -5119728 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -5125541.500000 Penalty: 5019.704590
	Iteration 1F: 3 clusters Score -5125542 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -5125914.000000 Penalty: 5019.704590
	Iteration 2Q: 3 clusters Score -5125914 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -5126253.500000 Penalty: 5019.704590
	Iteration 3Q: 3 clusters Score -5126254 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5126551.500000 Penalty: 5019.704590
	Iteration 4Q: 3 clusters Score -5126552 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -5126844.500000 Penalty: 5019.704590
	Iteration 5Q: 3 clusters Score -5126844 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -5127125.500000 Penalty: 5019.704590
	Iteration 6Q: 3 clusters Score -5127126 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -5127471.000000 Penalty: 5019.704590
	Iteration 7Q: 3 clusters Score -5127471 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5127936.000000 Penalty: 5019.704590
	Iteration 8Q: 3 clusters Score -5127936 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -5128511.000000 Penalty: 5019.704590
	Iteration 9Q: 3 clusters Score -5128511 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -5129161.000000 Penalty: 5019.704590
	Iteration 10Q: 3 clusters Score -5129161 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -5129890.000000 Penalty: 5019.704590
	Iteration 11Q: 3 clusters Score -5129890 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -5130474.000000 Penalty: 5019.704590
	Iteration 12Q: 3 clusters Score -5130474 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -5130941.500000 Penalty: 5019.704590
	Iteration 13Q: 3 clusters Score -5130942 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5131244.000000 Penalty: 5019.704590
	Iteration 14Q: 3 clusters Score -5131244 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5131419.000000 Penalty: 5019.704590
	Iteration 15Q: 3 clusters Score -5131419 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5131533.000000 Penalty: 5019.704590
	Iteration 16Q: 3 clusters Score -5131533 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5131625.500000 Penalty: 5019.704590
	Iteration 17Q: 3 clusters Score -5131626 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5131651.000000 Penalty: 5019.704590
	Iteration 18Q: 3 clusters Score -5131651 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5131694.000000 Penalty: 5019.704590
	Iteration 19Q: 3 clusters Score -5131694 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5131741.500000 Penalty: 5019.704590
	Iteration 20F: 3 clusters Score -5131742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -5131763.500000 Penalty: 5019.704590
	Iteration 21Q: 3 clusters Score -5131764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5131772.500000 Penalty: 5019.704590
	Iteration 22Q: 3 clusters Score -5131772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -5131776.000000 Penalty: 5019.704590
	Iteration 23Q: 3 clusters Score -5131776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5131787.500000 Penalty: 5019.704590
	Iteration 24Q: 3 clusters Score -5131788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5131782.000000 Penalty: 5019.704590
	Iteration 25Q: 3 clusters Score -5131782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -5131778.500000 Penalty: 5019.704590
	Iteration 26Q: 3 clusters Score -5131778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5131790.500000 Penalty: 5019.704590
	Iteration 27Q: 3 clusters Score -5131790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5131795.000000 Penalty: 5019.704590
	Iteration 28Q: 3 clusters Score -5131795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5131799.500000 Penalty: 5019.704590
	Iteration 29Q: 3 clusters Score -5131800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5131804.500000 Penalty: 5019.704590
	Iteration 30Q: 3 clusters Score -5131804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5131795.000000 Penalty: 5019.704590
	Iteration 31Q: 3 clusters Score -5131795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -5131809.500000 Penalty: 5019.704590
	Iteration 32Q: 3 clusters Score -5131810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5131808.500000 Penalty: 5019.704590
	Iteration 33Q: 3 clusters Score -5131808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5131820.500000 Penalty: 5019.704590
	Iteration 34Q: 3 clusters Score -5131820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5131826.000000 Penalty: 5019.704590
	Iteration 35Q: 3 clusters Score -5131826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5131830.500000 Penalty: 5019.704590
	Iteration 36Q: 3 clusters Score -5131830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5131829.500000 Penalty: 5019.704590
	Iteration 37Q: 3 clusters Score -5131830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5131819.500000 Penalty: 5019.704590
	Iteration 38Q: 3 clusters Score -5131820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5131822.500000 Penalty: 5019.704590
	Iteration 39Q: 3 clusters Score -5131822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5131830.500000 Penalty: 5019.704590
	Iteration 40F: 3 clusters Score -5131830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5131828.000000 Penalty: 5019.704590
	Iteration 41Q: 3 clusters Score -5131828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5131826.500000 Penalty: 5019.704590
	Iteration 42Q: 3 clusters Score -5131826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5131832.500000 Penalty: 5019.704590
	Iteration 43Q: 3 clusters Score -5131832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5131832.500000 Penalty: 5019.704590
	Iteration 44Q: 3 clusters Score -5131832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5131830.000000 Penalty: 5019.704590
	Iteration 45Q: 3 clusters Score -5131830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5131823.000000 Penalty: 5019.704590
	Iteration 46Q: 3 clusters Score -5131823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5131829.000000 Penalty: 5019.704590
	Iteration 47Q: 3 clusters Score -5131829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5131828.500000 Penalty: 5019.704590
	Iteration 48Q: 3 clusters Score -5131828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5131837.000000 Penalty: 5019.704590
	Iteration 49Q: 3 clusters Score -5131837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5131834.500000 Penalty: 5019.704590
	Iteration 50Q: 3 clusters Score -5131834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5131835.500000 Penalty: 5019.704590
	Iteration 51Q: 3 clusters Score -5131836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5131833.500000 Penalty: 5019.704590
	Iteration 52Q: 3 clusters Score -5131834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5131828.000000 Penalty: 5019.704590
	Iteration 53Q: 3 clusters Score -5131828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -5131829.500000 Penalty: 5019.704590
	Iteration 54Q: 3 clusters Score -5131830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5131830.000000 Penalty: 5019.704590
	Iteration 55Q: 3 clusters Score -5131830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5131828.500000 Penalty: 5019.704590
	Iteration 56Q: 3 clusters Score -5131828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5131831.000000 Penalty: 5019.704590
	Iteration 57Q: 3 clusters Score -5131831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5131830.000000 Penalty: 5019.704590
	Iteration 58Q: 3 clusters Score -5131830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5131838.000000 Penalty: 5019.704590
	Iteration 59Q: 3 clusters Score -5131838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5131828.000000 Penalty: 5019.704590
	Iteration 60F: 3 clusters Score -5131828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5131831.000000 Penalty: 5019.704590
	Iteration 61Q: 3 clusters Score -5131831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -5131834.000000 Penalty: 5019.704590
	Iteration 62Q: 3 clusters Score -5131834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5131837.500000 Penalty: 5019.704590
	Iteration 63Q: 3 clusters Score -5131838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5131839.500000 Penalty: 5019.704590
	Iteration 64Q: 3 clusters Score -5131840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5131837.500000 Penalty: 5019.704590
	Iteration 65Q: 3 clusters Score -5131838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5131837.500000 Penalty: 5019.704590
	Iteration 66F: 3 clusters Score -5131838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 17411 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 15530 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 28702 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 545 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 29748 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 34742 members 
Mstep: Class 29 contains 14293 members 
Mstep: Class 30 contains 4169 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26650 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 287 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2236 members 
Mstep: Class 38 contains 323 members 
Mstep: Class 39 contains 440 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14049 members 
Mstep: Class 42 contains 8532 members 
Mstep: Class 43 contains 3637 members 
Mstep: Class 44 contains 70483 members 
Mstep: Class 45 contains 304 members 
Mstep: Class 46 contains 21003 members 
Mstep: Class 47 contains 2601 members 
Mstep: Class 48 contains 44874 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2427 members 
Mstep: Class 52 contains 19617 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 25632 members 
Mstep: Class 55 contains 22260 members 
Mstep: Class 56 contains 31989 members 
Mstep: Class 57 contains 2297 members 
Mstep: Class 58 contains 279 members 
Mstep: Class 59 contains 24844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161288176.000000 Penalty: 236786.078125
Iteration 119Q: 71 clusters Score -1.612882e+08 nChanged 24982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 5556 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 638 members 
Mstep: Class 6 contains 387 members 
Mstep: Class 7 contains 16759 members 
Mstep: Class 8 contains 32951 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 15916 members 
Mstep: Class 13 contains 45500 members 
Mstep: Class 14 contains 32934 members 
Mstep: Class 15 contains 7227 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 21187 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 1553 members 
Mstep: Class 22 contains 542 members 
Mstep: Class 23 contains 4489 members 
Mstep: Class 24 contains 28933 members 
Mstep: Class 25 contains 1223 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 34443 members 
Mstep: Class 29 contains 16798 members 
Mstep: Class 30 contains 4171 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 26399 members 
Mstep: Class 33 contains 22463 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 1498 members 
Mstep: Class 37 contains 2246 members 
Mstep: Class 38 contains 356 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14447 members 
Mstep: Class 42 contains 9373 members 
Mstep: Class 43 contains 3798 members 
Mstep: Class 44 contains 70353 members 
Mstep: Class 45 contains 307 members 
Mstep: Class 46 contains 20525 members 
Mstep: Class 47 contains 2603 members 
Mstep: Class 48 contains 44841 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2429 members 
Mstep: Class 51 contains 13562 members 
Mstep: Class 52 contains 19476 members 
Mstep: Class 53 contains 3163 members 
Mstep: Class 54 contains 24796 members 
Mstep: Class 55 contains 23024 members 
Mstep: Class 56 contains 31326 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 277 members 
Mstep: Class 59 contains 23950 members 
Mstep: Class 60 contains 23800 members 
Mstep: Class 61 contains 4103 members 
Mstep: Class 62 contains 14614 members 
Mstep: Class 63 contains 27661 members 
Mstep: Class 64 contains 443 members 
Mstep: Class 65 contains 436 members 
Mstep: Class 66 contains 14877 members 
Mstep: Class 67 contains 34111 members 
Mstep: Class 68 contains 32191 members 
Mstep: Class 69 contains 188 members 
Mstep: Class 70 contains 15735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298032.000000 Penalty: 236786.078125
Iteration 120F: 71 clusters Score -1.61298e+08 nChanged 25598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 15252 members 
Mstep: Class 8 contains 33119 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 45833 members 
Mstep: Class 14 contains 35460 members 
Mstep: Class 15 contains 7229 members 
Mstep: Class 16 contains 347 members 
Mstep: Class 17 contains 20252 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8297 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 27650 members 
Mstep: Class 25 contains 1219 members 
Mstep: Class 26 contains 743 members 
Mstep: Class 27 contains 17484 members 
Mstep: Class 28 contains 33874 members 
Mstep: Class 29 contains 18257 members 
Mstep: Class 30 contains 4180 members 
Mstep: Class 31 contains 211 members 
Mstep: Class 32 contains 25776 members 
Mstep: Class 33 contains 22210 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 2243 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 427 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14472 members 
Mstep: Class 42 contains 9594 members 
Mstep: Class 43 contains 3879 members 
Mstep: Class 44 contains 70029 members 
Mstep: Class 45 contains 306 members 
Mstep: Class 46 contains 19413 members 
Mstep: Class 47 contains 2592 members 
Mstep: Class 48 contains 44646 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2419 members 
Mstep: Class 51 contains 14045 members 
Mstep: Class 52 contains 18717 members 
Mstep: Class 53 contains 3115 members 
Mstep: Class 54 contains 23294 members 
Mstep: Class 55 contains 23628 members 
Mstep: Class 56 contains 29962 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 275 members 
Mstep: Class 59 contains 22358 members 
Mstep: Class 60 contains 26004 members 
Mstep: Class 61 contains 4295 members 
Mstep: Class 62 contains 15499 members 
Mstep: Class 63 contains 27561 members 
Mstep: Class 64 contains 499 members 
Mstep: Class 65 contains 541 members 
Mstep: Class 66 contains 16023 members 
Mstep: Class 67 contains 34614 members 
Mstep: Class 68 contains 31390 members 
Mstep: Class 69 contains 207 members 
Mstep: Class 70 contains 16763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302720.000000 Penalty: 236786.078125
Iteration 121Q: 71 clusters Score -1.613027e+08 nChanged 21894
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 13950 members 
Mstep: Class 8 contains 33218 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 15440 members 
Mstep: Class 13 contains 46149 members 
Mstep: Class 14 contains 36947 members 
Mstep: Class 15 contains 7226 members 
Mstep: Class 16 contains 350 members 
Mstep: Class 17 contains 19563 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 526 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 26615 members 
Mstep: Class 25 contains 1214 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 18594 members 
Mstep: Class 28 contains 33337 members 
Mstep: Class 29 contains 19325 members 
Mstep: Class 30 contains 4178 members 
Mstep: Class 31 contains 206 members 
Mstep: Class 32 contains 25553 members 
Mstep: Class 33 contains 21972 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 2280 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 426 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14811 members 
Mstep: Class 42 contains 9757 members 
Mstep: Class 43 contains 3963 members 
Mstep: Class 44 contains 69743 members 
Mstep: Class 45 contains 304 members 
Mstep: Class 46 contains 18605 members 
Mstep: Class 47 contains 2583 members 
Mstep: Class 48 contains 44501 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2426 members 
Mstep: Class 51 contains 14548 members 
Mstep: Class 52 contains 18076 members 
Mstep: Class 53 contains 3122 members 
Mstep: Class 54 contains 21917 members 
Mstep: Class 55 contains 24378 members 
Mstep: Class 56 contains 28842 members 
Mstep: Class 57 contains 2287 members 
Mstep: Class 58 contains 276 members 
Mstep: Class 59 contains 20945 members 
Mstep: Class 60 contains 28430 members 
Mstep: Class 61 contains 4404 members 
Mstep: Class 62 contains 16291 members 
Mstep: Class 63 contains 27109 members 
Mstep: Class 64 contains 518 members 
Mstep: Class 65 contains 576 members 
Mstep: Class 66 contains 16746 members 
Mstep: Class 67 contains 35078 members 
Mstep: Class 68 contains 30806 members 
Mstep: Class 69 contains 210 members 
Mstep: Class 70 contains 17345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306624.000000 Penalty: 236786.078125
Iteration 122Q: 71 clusters Score -1.613066e+08 nChanged 20947
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 308 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 12784 members 
Mstep: Class 8 contains 33256 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 15291 members 
Mstep: Class 13 contains 46316 members 
Mstep: Class 14 contains 37709 members 
Mstep: Class 15 contains 7234 members 
Mstep: Class 16 contains 355 members 
Mstep: Class 17 contains 19042 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 25724 members 
Mstep: Class 25 contains 1201 members 
Mstep: Class 26 contains 745 members 
Mstep: Class 27 contains 19234 members 
Mstep: Class 28 contains 32687 members 
Mstep: Class 29 contains 19974 members 
Mstep: Class 30 contains 4180 members 
Mstep: Class 31 contains 204 members 
Mstep: Class 32 contains 25380 members 
Mstep: Class 33 contains 21762 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 339 members 
Mstep: Class 36 contains 1493 members 
Mstep: Class 37 contains 2325 members 
Mstep: Class 38 contains 432 members 
Mstep: Class 39 contains 424 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15216 members 
Mstep: Class 42 contains 9867 members 
Mstep: Class 43 contains 4055 members 
Mstep: Class 44 contains 69487 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 18034 members 
Mstep: Class 47 contains 2578 members 
Mstep: Class 48 contains 44390 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2425 members 
Mstep: Class 51 contains 15202 members 
Mstep: Class 52 contains 17547 members 
Mstep: Class 53 contains 3145 members 
Mstep: Class 54 contains 20765 members 
Mstep: Class 55 contains 25283 members 
Mstep: Class 56 contains 27912 members 
Mstep: Class 57 contains 2285 members 
Mstep: Class 58 contains 275 members 
Mstep: Class 59 contains 19688 members 
Mstep: Class 60 contains 31174 members 
Mstep: Class 61 contains 4492 members 
Mstep: Class 62 contains 16933 members 
Mstep: Class 63 contains 26537 members 
Mstep: Class 64 contains 529 members 
Mstep: Class 65 contains 590 members 
Mstep: Class 66 contains 17330 members 
Mstep: Class 67 contains 35645 members 
Mstep: Class 68 contains 30310 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 17899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309216.000000 Penalty: 236786.078125
Iteration 123Q: 71 clusters Score -1.613092e+08 nChanged 20972
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 33227 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 565 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 15275 members 
Mstep: Class 13 contains 46370 members 
Mstep: Class 14 contains 38196 members 
Mstep: Class 15 contains 7242 members 
Mstep: Class 16 contains 360 members 
Mstep: Class 17 contains 18634 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 22 contains 521 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 25155 members 
Mstep: Class 25 contains 1199 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 19461 members 
Mstep: Class 28 contains 32034 members 
Mstep: Class 29 contains 20301 members 
Mstep: Class 30 contains 4180 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 25247 members 
Mstep: Class 33 contains 21531 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 335 members 
Mstep: Class 36 contains 1485 members 
Mstep: Class 37 contains 2367 members 
Mstep: Class 38 contains 444 members 
Mstep: Class 39 contains 422 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15681 members 
Mstep: Class 42 contains 10024 members 
Mstep: Class 43 contains 4161 members 
Mstep: Class 44 contains 69230 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 17545 members 
Mstep: Class 47 contains 2585 members 
Mstep: Class 48 contains 44298 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2433 members 
Mstep: Class 51 contains 16021 members 
Mstep: Class 52 contains 16983 members 
Mstep: Class 53 contains 3148 members 
Mstep: Class 54 contains 19805 members 
Mstep: Class 55 contains 26125 members 
Mstep: Class 56 contains 27024 members 
Mstep: Class 57 contains 2279 members 
Mstep: Class 58 contains 275 members 
Mstep: Class 59 contains 18646 members 
Mstep: Class 60 contains 34149 members 
Mstep: Class 61 contains 4553 members 
Mstep: Class 62 contains 17293 members 
Mstep: Class 63 contains 25775 members 
Mstep: Class 64 contains 534 members 
Mstep: Class 65 contains 615 members 
Mstep: Class 66 contains 17775 members 
Mstep: Class 67 contains 36180 members 
Mstep: Class 68 contains 29916 members 
Mstep: Class 69 contains 214 members 
Mstep: Class 70 contains 18514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311296.000000 Penalty: 236786.078125
Iteration 124Q: 71 clusters Score -1.613113e+08 nChanged 20718
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 10775 members 
Mstep: Class 8 contains 33178 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 565 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 15618 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 38522 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 365 members 
Mstep: Class 17 contains 18325 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 22 contains 519 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 24759 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 741 members 
Mstep: Class 27 contains 19184 members 
Mstep: Class 28 contains 31329 members 
Mstep: Class 29 contains 20360 members 
Mstep: Class 30 contains 4176 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 25106 members 
Mstep: Class 33 contains 21338 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 2413 members 
Mstep: Class 38 contains 450 members 
Mstep: Class 39 contains 421 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16142 members 
Mstep: Class 42 contains 10172 members 
Mstep: Class 43 contains 4246 members 
Mstep: Class 44 contains 68975 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 17220 members 
Mstep: Class 47 contains 2584 members 
Mstep: Class 48 contains 44232 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2436 members 
Mstep: Class 51 contains 17227 members 
Mstep: Class 52 contains 16461 members 
Mstep: Class 53 contains 3155 members 
Mstep: Class 54 contains 19141 members 
Mstep: Class 55 contains 26935 members 
Mstep: Class 56 contains 26190 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 275 members 
Mstep: Class 59 contains 17813 members 
Mstep: Class 60 contains 36912 members 
Mstep: Class 61 contains 4600 members 
Mstep: Class 62 contains 17027 members 
Mstep: Class 63 contains 25025 members 
Mstep: Class 64 contains 542 members 
Mstep: Class 65 contains 624 members 
Mstep: Class 66 contains 18108 members 
Mstep: Class 67 contains 36645 members 
Mstep: Class 68 contains 29630 members 
Mstep: Class 69 contains 210 members 
Mstep: Class 70 contains 19189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312320.000000 Penalty: 236786.078125
Iteration 125Q: 71 clusters Score -1.613123e+08 nChanged 19720
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 33094 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 564 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 12 contains 16118 members 
Mstep: Class 13 contains 46358 members 
Mstep: Class 14 contains 38781 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 16 contains 368 members 
Mstep: Class 17 contains 18085 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 1494 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4566 members 
Mstep: Class 24 contains 24503 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 18724 members 
Mstep: Class 28 contains 30793 members 
Mstep: Class 29 contains 20282 members 
Mstep: Class 30 contains 4173 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 25010 members 
Mstep: Class 33 contains 21121 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 1483 members 
Mstep: Class 37 contains 2450 members 
Mstep: Class 38 contains 455 members 
Mstep: Class 39 contains 420 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16629 members 
Mstep: Class 42 contains 10352 members 
Mstep: Class 43 contains 4334 members 
Mstep: Class 44 contains 68765 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16952 members 
Mstep: Class 47 contains 2588 members 
Mstep: Class 48 contains 44176 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 18134 members 
Mstep: Class 52 contains 15986 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 18573 members 
Mstep: Class 55 contains 27557 members 
Mstep: Class 56 contains 25415 members 
Mstep: Class 57 contains 2272 members 
Mstep: Class 58 contains 273 members 
Mstep: Class 59 contains 17069 members 
Mstep: Class 60 contains 38972 members 
Mstep: Class 61 contains 4647 members 
Mstep: Class 62 contains 16781 members 
Mstep: Class 63 contains 24630 members 
Mstep: Class 64 contains 546 members 
Mstep: Class 65 contains 630 members 
Mstep: Class 66 contains 18465 members 
Mstep: Class 67 contains 37078 members 
Mstep: Class 68 contains 29482 members 
Mstep: Class 69 contains 210 members 
Mstep: Class 70 contains 19897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312640.000000 Penalty: 236786.078125
Iteration 126Q: 71 clusters Score -1.613126e+08 nChanged 17687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 9290 members 
Mstep: Class 8 contains 32982 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 3090 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 13 contains 46296 members 
Mstep: Class 14 contains 38959 members 
Mstep: Class 15 contains 7285 members 
Mstep: Class 16 contains 372 members 
Mstep: Class 17 contains 17924 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8249 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4623 members 
Mstep: Class 24 contains 24325 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 18272 members 
Mstep: Class 28 contains 30438 members 
Mstep: Class 29 contains 20099 members 
Mstep: Class 30 contains 4168 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 24935 members 
Mstep: Class 33 contains 20933 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 1482 members 
Mstep: Class 37 contains 2475 members 
Mstep: Class 38 contains 456 members 
Mstep: Class 39 contains 416 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17141 members 
Mstep: Class 42 contains 10517 members 
Mstep: Class 43 contains 4391 members 
Mstep: Class 44 contains 68579 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16766 members 
Mstep: Class 47 contains 2593 members 
Mstep: Class 48 contains 44149 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 18442 members 
Mstep: Class 52 contains 15527 members 
Mstep: Class 53 contains 3179 members 
Mstep: Class 54 contains 18162 members 
Mstep: Class 55 contains 28151 members 
Mstep: Class 56 contains 24818 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 273 members 
Mstep: Class 59 contains 16440 members 
Mstep: Class 60 contains 40194 members 
Mstep: Class 61 contains 4693 members 
Mstep: Class 62 contains 16597 members 
Mstep: Class 63 contains 24556 members 
Mstep: Class 64 contains 547 members 
Mstep: Class 65 contains 638 members 
Mstep: Class 66 contains 18789 members 
Mstep: Class 67 contains 37528 members 
Mstep: Class 68 contains 29456 members 
Mstep: Class 69 contains 207 members 
Mstep: Class 70 contains 20518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313584.000000 Penalty: 236786.078125
Iteration 127Q: 71 clusters Score -1.613136e+08 nChanged 15721
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 8810 members 
Mstep: Class 8 contains 32859 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 3061 members 
Mstep: Class 12 contains 17556 members 
Mstep: Class 13 contains 46257 members 
Mstep: Class 14 contains 39058 members 
Mstep: Class 15 contains 7298 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 17773 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8251 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4661 members 
Mstep: Class 24 contains 24201 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 18019 members 
Mstep: Class 28 contains 30189 members 
Mstep: Class 29 contains 19975 members 
Mstep: Class 30 contains 4162 members 
Mstep: Class 31 contains 203 members 
Mstep: Class 32 contains 24891 members 
Mstep: Class 33 contains 20740 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 1479 members 
Mstep: Class 37 contains 2500 members 
Mstep: Class 38 contains 456 members 
Mstep: Class 39 contains 414 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17619 members 
Mstep: Class 42 contains 10716 members 
Mstep: Class 43 contains 4471 members 
Mstep: Class 44 contains 68418 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16650 members 
Mstep: Class 47 contains 2590 members 
Mstep: Class 48 contains 44109 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 17940 members 
Mstep: Class 52 contains 15115 members 
Mstep: Class 53 contains 3177 members 
Mstep: Class 54 contains 17804 members 
Mstep: Class 55 contains 28641 members 
Mstep: Class 56 contains 24314 members 
Mstep: Class 57 contains 2263 members 
Mstep: Class 58 contains 271 members 
Mstep: Class 59 contains 15947 members 
Mstep: Class 60 contains 40768 members 
Mstep: Class 61 contains 4744 members 
Mstep: Class 62 contains 16561 members 
Mstep: Class 63 contains 24685 members 
Mstep: Class 64 contains 547 members 
Mstep: Class 65 contains 643 members 
Mstep: Class 66 contains 19236 members 
Mstep: Class 67 contains 37930 members 
Mstep: Class 68 contains 29541 members 
Mstep: Class 69 contains 206 members 
Mstep: Class 70 contains 21109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314064.000000 Penalty: 236786.078125
Iteration 128Q: 71 clusters Score -1.613141e+08 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 8402 members 
Mstep: Class 8 contains 32730 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 18207 members 
Mstep: Class 13 contains 46155 members 
Mstep: Class 14 contains 39078 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 380 members 
Mstep: Class 17 contains 17648 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 8242 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 24146 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 692 members 
Mstep: Class 27 contains 17921 members 
Mstep: Class 28 contains 30010 members 
Mstep: Class 29 contains 19845 members 
Mstep: Class 30 contains 4163 members 
Mstep: Class 31 contains 204 members 
Mstep: Class 32 contains 24854 members 
Mstep: Class 33 contains 20575 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1476 members 
Mstep: Class 37 contains 2521 members 
Mstep: Class 38 contains 457 members 
Mstep: Class 39 contains 413 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18108 members 
Mstep: Class 42 contains 10914 members 
Mstep: Class 43 contains 4557 members 
Mstep: Class 44 contains 68288 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16554 members 
Mstep: Class 47 contains 2588 members 
Mstep: Class 48 contains 44048 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2448 members 
Mstep: Class 51 contains 17124 members 
Mstep: Class 52 contains 14733 members 
Mstep: Class 53 contains 3180 members 
Mstep: Class 54 contains 17457 members 
Mstep: Class 55 contains 28926 members 
Mstep: Class 56 contains 23892 members 
Mstep: Class 57 contains 2252 members 
Mstep: Class 58 contains 270 members 
Mstep: Class 59 contains 15580 members 
Mstep: Class 60 contains 40897 members 
Mstep: Class 61 contains 4778 members 
Mstep: Class 62 contains 16772 members 
Mstep: Class 63 contains 25067 members 
Mstep: Class 64 contains 547 members 
Mstep: Class 65 contains 655 members 
Mstep: Class 66 contains 19642 members 
Mstep: Class 67 contains 38332 members 
Mstep: Class 68 contains 29643 members 
Mstep: Class 69 contains 203 members 
Mstep: Class 70 contains 21728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315872.000000 Penalty: 236786.078125
Iteration 129Q: 71 clusters Score -1.613159e+08 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 32577 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 3032 members 
Mstep: Class 12 contains 18630 members 
Mstep: Class 13 contains 46068 members 
Mstep: Class 14 contains 39035 members 
Mstep: Class 15 contains 7325 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17502 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 8227 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1502 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4770 members 
Mstep: Class 24 contains 24134 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 674 members 
Mstep: Class 27 contains 17806 members 
Mstep: Class 28 contains 29810 members 
Mstep: Class 29 contains 19708 members 
Mstep: Class 30 contains 4159 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24838 members 
Mstep: Class 33 contains 20450 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 2524 members 
Mstep: Class 38 contains 463 members 
Mstep: Class 39 contains 412 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18557 members 
Mstep: Class 42 contains 11161 members 
Mstep: Class 43 contains 4635 members 
Mstep: Class 44 contains 68161 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16473 members 
Mstep: Class 47 contains 2593 members 
Mstep: Class 48 contains 43975 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 16251 members 
Mstep: Class 52 contains 14405 members 
Mstep: Class 53 contains 3189 members 
Mstep: Class 54 contains 17182 members 
Mstep: Class 55 contains 29072 members 
Mstep: Class 56 contains 23565 members 
Mstep: Class 57 contains 2243 members 
Mstep: Class 58 contains 267 members 
Mstep: Class 59 contains 15278 members 
Mstep: Class 60 contains 40778 members 
Mstep: Class 61 contains 4827 members 
Mstep: Class 62 contains 17073 members 
Mstep: Class 63 contains 25527 members 
Mstep: Class 64 contains 548 members 
Mstep: Class 65 contains 656 members 
Mstep: Class 66 contains 20102 members 
Mstep: Class 67 contains 38671 members 
Mstep: Class 68 contains 29818 members 
Mstep: Class 69 contains 202 members 
Mstep: Class 70 contains 22434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316848.000000 Penalty: 236786.078125
Iteration 130Q: 71 clusters Score -1.613168e+08 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 7791 members 
Mstep: Class 8 contains 32429 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 18816 members 
Mstep: Class 13 contains 45933 members 
Mstep: Class 14 contains 38891 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17391 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 24168 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 653 members 
Mstep: Class 27 contains 17707 members 
Mstep: Class 28 contains 29661 members 
Mstep: Class 29 contains 19632 members 
Mstep: Class 30 contains 4152 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24836 members 
Mstep: Class 33 contains 20357 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1473 members 
Mstep: Class 37 contains 2537 members 
Mstep: Class 38 contains 465 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18947 members 
Mstep: Class 42 contains 11432 members 
Mstep: Class 43 contains 4704 members 
Mstep: Class 44 contains 68057 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16410 members 
Mstep: Class 47 contains 2598 members 
Mstep: Class 48 contains 43883 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 15560 members 
Mstep: Class 52 contains 14085 members 
Mstep: Class 53 contains 3187 members 
Mstep: Class 54 contains 16899 members 
Mstep: Class 55 contains 29030 members 
Mstep: Class 56 contains 23251 members 
Mstep: Class 57 contains 2241 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 15062 members 
Mstep: Class 60 contains 40534 members 
Mstep: Class 61 contains 4883 members 
Mstep: Class 62 contains 17471 members 
Mstep: Class 63 contains 26024 members 
Mstep: Class 64 contains 549 members 
Mstep: Class 65 contains 656 members 
Mstep: Class 66 contains 20514 members 
Mstep: Class 67 contains 38972 members 
Mstep: Class 68 contains 30007 members 
Mstep: Class 69 contains 204 members 
Mstep: Class 70 contains 23198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318416.000000 Penalty: 236786.078125
Iteration 131Q: 71 clusters Score -1.613184e+08 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5555 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 7561 members 
Mstep: Class 8 contains 32299 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 3009 members 
Mstep: Class 12 contains 18852 members 
Mstep: Class 13 contains 45869 members 
Mstep: Class 14 contains 38717 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17292 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 8198 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 24228 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 17633 members 
Mstep: Class 28 contains 29594 members 
Mstep: Class 29 contains 19669 members 
Mstep: Class 30 contains 4156 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24796 members 
Mstep: Class 33 contains 20242 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1472 members 
Mstep: Class 37 contains 2545 members 
Mstep: Class 38 contains 467 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19259 members 
Mstep: Class 42 contains 11713 members 
Mstep: Class 43 contains 4783 members 
Mstep: Class 44 contains 67998 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16350 members 
Mstep: Class 47 contains 2602 members 
Mstep: Class 48 contains 43806 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2454 members 
Mstep: Class 51 contains 15097 members 
Mstep: Class 52 contains 13764 members 
Mstep: Class 53 contains 3181 members 
Mstep: Class 54 contains 16678 members 
Mstep: Class 55 contains 28964 members 
Mstep: Class 56 contains 22883 members 
Mstep: Class 57 contains 2236 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14911 members 
Mstep: Class 60 contains 40173 members 
Mstep: Class 61 contains 4922 members 
Mstep: Class 62 contains 17882 members 
Mstep: Class 63 contains 26518 members 
Mstep: Class 64 contains 549 members 
Mstep: Class 65 contains 658 members 
Mstep: Class 66 contains 20814 members 
Mstep: Class 67 contains 39164 members 
Mstep: Class 68 contains 30183 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 23929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319072.000000 Penalty: 236786.078125
Iteration 132Q: 71 clusters Score -1.613191e+08 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5551 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 7386 members 
Mstep: Class 8 contains 32117 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 2997 members 
Mstep: Class 12 contains 18813 members 
Mstep: Class 13 contains 45807 members 
Mstep: Class 14 contains 38556 members 
Mstep: Class 15 contains 7351 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17222 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 8178 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 24299 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 605 members 
Mstep: Class 27 contains 17515 members 
Mstep: Class 28 contains 29546 members 
Mstep: Class 29 contains 19707 members 
Mstep: Class 30 contains 4156 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24776 members 
Mstep: Class 33 contains 20161 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 2553 members 
Mstep: Class 38 contains 468 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19469 members 
Mstep: Class 42 contains 12028 members 
Mstep: Class 43 contains 4865 members 
Mstep: Class 44 contains 67971 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16263 members 
Mstep: Class 47 contains 2604 members 
Mstep: Class 48 contains 43727 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 14731 members 
Mstep: Class 52 contains 13445 members 
Mstep: Class 53 contains 3185 members 
Mstep: Class 54 contains 16454 members 
Mstep: Class 55 contains 28796 members 
Mstep: Class 56 contains 22539 members 
Mstep: Class 57 contains 2233 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14757 members 
Mstep: Class 60 contains 39815 members 
Mstep: Class 61 contains 4962 members 
Mstep: Class 62 contains 18336 members 
Mstep: Class 63 contains 26993 members 
Mstep: Class 64 contains 550 members 
Mstep: Class 65 contains 660 members 
Mstep: Class 66 contains 21109 members 
Mstep: Class 67 contains 39369 members 
Mstep: Class 68 contains 30337 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 24658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320336.000000 Penalty: 236786.078125
Iteration 133Q: 71 clusters Score -1.613203e+08 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 7246 members 
Mstep: Class 8 contains 31992 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 2984 members 
Mstep: Class 12 contains 18752 members 
Mstep: Class 13 contains 45705 members 
Mstep: Class 14 contains 38389 members 
Mstep: Class 15 contains 7363 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17201 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8177 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 24440 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 17404 members 
Mstep: Class 28 contains 29515 members 
Mstep: Class 29 contains 19742 members 
Mstep: Class 30 contains 4157 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24706 members 
Mstep: Class 33 contains 20083 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 2560 members 
Mstep: Class 38 contains 469 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19630 members 
Mstep: Class 42 contains 12441 members 
Mstep: Class 43 contains 4928 members 
Mstep: Class 44 contains 67890 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16208 members 
Mstep: Class 47 contains 2606 members 
Mstep: Class 48 contains 43637 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 14477 members 
Mstep: Class 52 contains 13121 members 
Mstep: Class 53 contains 3183 members 
Mstep: Class 54 contains 16278 members 
Mstep: Class 55 contains 28463 members 
Mstep: Class 56 contains 22227 members 
Mstep: Class 57 contains 2228 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14641 members 
Mstep: Class 60 contains 39508 members 
Mstep: Class 61 contains 4996 members 
Mstep: Class 62 contains 18715 members 
Mstep: Class 63 contains 27412 members 
Mstep: Class 64 contains 552 members 
Mstep: Class 65 contains 661 members 
Mstep: Class 66 contains 21333 members 
Mstep: Class 67 contains 39497 members 
Mstep: Class 68 contains 30464 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 25458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321184.000000 Penalty: 236786.078125
Iteration 134Q: 71 clusters Score -1.613212e+08 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 7137 members 
Mstep: Class 8 contains 31893 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 12 contains 18613 members 
Mstep: Class 13 contains 45585 members 
Mstep: Class 14 contains 38201 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17162 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 24609 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 17269 members 
Mstep: Class 28 contains 29488 members 
Mstep: Class 29 contains 19809 members 
Mstep: Class 30 contains 4154 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24646 members 
Mstep: Class 33 contains 20000 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1468 members 
Mstep: Class 37 contains 2572 members 
Mstep: Class 38 contains 469 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19757 members 
Mstep: Class 42 contains 12904 members 
Mstep: Class 43 contains 5000 members 
Mstep: Class 44 contains 67807 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16165 members 
Mstep: Class 47 contains 2606 members 
Mstep: Class 48 contains 43543 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 14342 members 
Mstep: Class 52 contains 12846 members 
Mstep: Class 53 contains 3183 members 
Mstep: Class 54 contains 16108 members 
Mstep: Class 55 contains 27903 members 
Mstep: Class 56 contains 21964 members 
Mstep: Class 57 contains 2221 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14558 members 
Mstep: Class 60 contains 39136 members 
Mstep: Class 61 contains 5015 members 
Mstep: Class 62 contains 19079 members 
Mstep: Class 63 contains 27843 members 
Mstep: Class 64 contains 553 members 
Mstep: Class 65 contains 662 members 
Mstep: Class 66 contains 21547 members 
Mstep: Class 67 contains 39546 members 
Mstep: Class 68 contains 30626 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 26368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322688.000000 Penalty: 236786.078125
Iteration 135Q: 71 clusters Score -1.613227e+08 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 7043 members 
Mstep: Class 8 contains 31770 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 18478 members 
Mstep: Class 13 contains 45444 members 
Mstep: Class 14 contains 37973 members 
Mstep: Class 15 contains 7381 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17118 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 24853 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17164 members 
Mstep: Class 28 contains 29443 members 
Mstep: Class 29 contains 19933 members 
Mstep: Class 30 contains 4152 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24618 members 
Mstep: Class 33 contains 19922 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 334 members 
Mstep: Class 36 contains 1467 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 470 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19884 members 
Mstep: Class 42 contains 13407 members 
Mstep: Class 43 contains 5085 members 
Mstep: Class 44 contains 67706 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16142 members 
Mstep: Class 47 contains 2606 members 
Mstep: Class 48 contains 43458 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2455 members 
Mstep: Class 51 contains 14234 members 
Mstep: Class 52 contains 12587 members 
Mstep: Class 53 contains 3184 members 
Mstep: Class 54 contains 15978 members 
Mstep: Class 55 contains 27284 members 
Mstep: Class 56 contains 21707 members 
Mstep: Class 57 contains 2210 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14470 members 
Mstep: Class 60 contains 38733 members 
Mstep: Class 61 contains 5032 members 
Mstep: Class 62 contains 19394 members 
Mstep: Class 63 contains 28264 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 664 members 
Mstep: Class 66 contains 21739 members 
Mstep: Class 67 contains 39567 members 
Mstep: Class 68 contains 30773 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 27257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322880.000000 Penalty: 236786.078125
Iteration 136Q: 71 clusters Score -1.613229e+08 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 6942 members 
Mstep: Class 8 contains 31700 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 12 contains 18371 members 
Mstep: Class 13 contains 45261 members 
Mstep: Class 14 contains 37751 members 
Mstep: Class 15 contains 7382 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17081 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8162 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5094 members 
Mstep: Class 24 contains 25174 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 17088 members 
Mstep: Class 28 contains 29378 members 
Mstep: Class 29 contains 20055 members 
Mstep: Class 30 contains 4149 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24606 members 
Mstep: Class 33 contains 19824 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 1467 members 
Mstep: Class 37 contains 2586 members 
Mstep: Class 38 contains 473 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19978 members 
Mstep: Class 42 contains 13936 members 
Mstep: Class 43 contains 5168 members 
Mstep: Class 44 contains 67583 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16117 members 
Mstep: Class 47 contains 2606 members 
Mstep: Class 48 contains 43373 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 14147 members 
Mstep: Class 52 contains 12324 members 
Mstep: Class 53 contains 3193 members 
Mstep: Class 54 contains 15874 members 
Mstep: Class 55 contains 26825 members 
Mstep: Class 56 contains 21487 members 
Mstep: Class 57 contains 2202 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14398 members 
Mstep: Class 60 contains 38325 members 
Mstep: Class 61 contains 5050 members 
Mstep: Class 62 contains 19617 members 
Mstep: Class 63 contains 28668 members 
Mstep: Class 64 contains 557 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 21885 members 
Mstep: Class 67 contains 39560 members 
Mstep: Class 68 contains 30932 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 27947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323872.000000 Penalty: 236786.078125
Iteration 137Q: 71 clusters Score -1.613239e+08 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 31587 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 18213 members 
Mstep: Class 13 contains 45070 members 
Mstep: Class 14 contains 37535 members 
Mstep: Class 15 contains 7389 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 17043 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5126 members 
Mstep: Class 24 contains 25589 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 17067 members 
Mstep: Class 28 contains 29401 members 
Mstep: Class 29 contains 20165 members 
Mstep: Class 30 contains 4149 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24576 members 
Mstep: Class 33 contains 19697 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 1467 members 
Mstep: Class 37 contains 2594 members 
Mstep: Class 38 contains 473 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 20065 members 
Mstep: Class 42 contains 14446 members 
Mstep: Class 43 contains 5267 members 
Mstep: Class 44 contains 67461 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16091 members 
Mstep: Class 47 contains 2608 members 
Mstep: Class 48 contains 43294 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 14065 members 
Mstep: Class 52 contains 12060 members 
Mstep: Class 53 contains 3192 members 
Mstep: Class 54 contains 15801 members 
Mstep: Class 55 contains 26589 members 
Mstep: Class 56 contains 21212 members 
Mstep: Class 57 contains 2196 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14371 members 
Mstep: Class 60 contains 37969 members 
Mstep: Class 61 contains 5060 members 
Mstep: Class 62 contains 19756 members 
Mstep: Class 63 contains 29081 members 
Mstep: Class 64 contains 560 members 
Mstep: Class 65 contains 667 members 
Mstep: Class 66 contains 22031 members 
Mstep: Class 67 contains 39562 members 
Mstep: Class 68 contains 31044 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 28365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324368.000000 Penalty: 236786.078125
Iteration 138Q: 71 clusters Score -1.613244e+08 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 6799 members 
Mstep: Class 8 contains 31475 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 18010 members 
Mstep: Class 13 contains 44884 members 
Mstep: Class 14 contains 37347 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 16980 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5156 members 
Mstep: Class 24 contains 26016 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 29376 members 
Mstep: Class 29 contains 20295 members 
Mstep: Class 30 contains 4154 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24585 members 
Mstep: Class 33 contains 19589 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 1467 members 
Mstep: Class 37 contains 2605 members 
Mstep: Class 38 contains 473 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 20153 members 
Mstep: Class 42 contains 14937 members 
Mstep: Class 43 contains 5358 members 
Mstep: Class 44 contains 67311 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16125 members 
Mstep: Class 47 contains 2609 members 
Mstep: Class 48 contains 43219 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 14012 members 
Mstep: Class 52 contains 11787 members 
Mstep: Class 53 contains 3192 members 
Mstep: Class 54 contains 15731 members 
Mstep: Class 55 contains 26515 members 
Mstep: Class 56 contains 20973 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14320 members 
Mstep: Class 60 contains 37665 members 
Mstep: Class 61 contains 5073 members 
Mstep: Class 62 contains 19862 members 
Mstep: Class 63 contains 29357 members 
Mstep: Class 64 contains 560 members 
Mstep: Class 65 contains 670 members 
Mstep: Class 66 contains 22194 members 
Mstep: Class 67 contains 39603 members 
Mstep: Class 68 contains 31145 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 28595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324848.000000 Penalty: 236786.078125
Iteration 139Q: 71 clusters Score -1.613248e+08 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 6734 members 
Mstep: Class 8 contains 31336 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 44690 members 
Mstep: Class 14 contains 37156 members 
Mstep: Class 15 contains 7397 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 16943 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8152 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5180 members 
Mstep: Class 24 contains 26460 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 17124 members 
Mstep: Class 28 contains 29344 members 
Mstep: Class 29 contains 20414 members 
Mstep: Class 30 contains 4154 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 24580 members 
Mstep: Class 33 contains 19521 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 1467 members 
Mstep: Class 37 contains 2608 members 
Mstep: Class 38 contains 473 members 
Mstep: Class 39 contains 411 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 20236 members 
Mstep: Class 42 contains 15466 members 
Mstep: Class 43 contains 5438 members 
Mstep: Class 44 contains 67191 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16140 members 
Mstep: Class 47 contains 2610 members 
Mstep: Class 48 contains 43159 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2455 members 
Mstep: Class 51 contains 13981 members 
Mstep: Class 52 contains 11552 members 
Mstep: Class 53 contains 3195 members 
Mstep: Class 54 contains 15680 members 
Mstep: Class 55 contains 26523 members 
Mstep: Class 56 contains 20767 members 
Mstep: Class 57 contains 2180 members 
Mstep: Class 58 contains 266 members 
Mstep: Class 59 contains 14278 members 
Mstep: Class 60 contains 37390 members 
Mstep: Class 61 contains 5081 members 
Mstep: Class 62 contains 19924 members 
Mstep: Class 63 contains 29583 members 
Mstep: Class 64 contains 560 members 
Mstep: Class 65 contains 670 members 
Mstep: Class 66 contains 22323 members 
Mstep: Class 67 contains 39662 members 
Mstep: Class 68 contains 31207 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 28669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327904.000000 Penalty: 236786.078125
Iteration 140F: 71 clusters Score -1.613279e+08 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 31225 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 12 contains 17773 members 
Mstep: Class 13 contains 44505 members 
Mstep: Class 14 contains 36931 members 
Mstep: Class 15 contains 7402 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 16884 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8153 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5211 members 
Mstep: Class 24 contains 26974 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 17284 members 
Mstep: Class 28 contains 29198 members 
Mstep: Class 29 contains 20576 members 
Mstep: Class 30 contains 4149 members 
Mstep: Class 31 contains 203 members 
Mstep: Class 32 contains 24481 members 
Mstep: Class 33 contains 19470 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 1467 members 
Mstep: Class 37 contains 2611 members 
Mstep: Class 38 contains 477 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 20313 members 
Mstep: Class 42 contains 15998 members 
Mstep: Class 43 contains 5519 members 
Mstep: Class 44 contains 67002 members 
Mstep: Class 45 contains 301 members 
Mstep: Class 46 contains 16125 members 
Mstep: Class 47 contains 2609 members 
Mstep: Class 48 contains 43099 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 14283 members 
Mstep: Class 52 contains 11304 members 
Mstep: Class 53 contains 3194 members 
Mstep: Class 54 contains 15084 members 
Mstep: Class 55 contains 25969 members 
Mstep: Class 56 contains 20486 members 
Mstep: Class 57 contains 2175 members 
Mstep: Class 58 contains 264 members 
Mstep: Class 59 contains 14102 members 
Mstep: Class 60 contains 37293 members 
Mstep: Class 61 contains 5088 members 
Mstep: Class 62 contains 19862 members 
Mstep: Class 63 contains 29636 members 
Mstep: Class 64 contains 560 members 
Mstep: Class 65 contains 670 members 
Mstep: Class 66 contains 22833 members 
Mstep: Class 67 contains 39683 members 
Mstep: Class 68 contains 31248 members 
Mstep: Class 69 contains 227 members 
Mstep: Class 70 contains 29448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329232.000000 Penalty: 236786.078125
Iteration 141Q: 71 clusters Score -1.613292e+08 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5506 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 7 contains 6624 members 
Mstep: Class 8 contains 31095 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 44290 members 
Mstep: Class 14 contains 36719 members 
Mstep: Class 15 contains 7408 members 
Mstep: Class 16 contains 377 members 
Mstep: Class 17 contains 16825 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8139 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5238 members 
Mstep: Class 24 contains 27551 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 17241 members 
Mstep: Class 28 contains 29068 members 
Mstep: Class 29 contains 20758 members 
Mstep: Class 30 contains 4142 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 24400 members 
Mstep: Class 33 contains 19386 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 2618 members 
Mstep: Class 38 contains 478 members 
Mstep: Class 39 contains 401 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 20351 members 
Mstep: Class 42 contains 16476 members 
Mstep: Class 43 contains 5595 members 
Mstep: Class 44 contains 66825 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16129 members 
Mstep: Class 47 contains 2609 members 
Mstep: Class 48 contains 43018 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 14667 members 
Mstep: Class 52 contains 11073 members 
Mstep: Class 53 contains 3199 members 
Mstep: Class 54 contains 14745 members 
Mstep: Class 55 contains 25635 members 
Mstep: Class 56 contains 20205 members 
Mstep: Class 57 contains 2171 members 
Mstep: Class 58 contains 263 members 
Mstep: Class 59 contains 14012 members 
Mstep: Class 60 contains 37134 members 
Mstep: Class 61 contains 5082 members 
Mstep: Class 62 contains 19543 members 
Mstep: Class 63 contains 29679 members 
Mstep: Class 64 contains 561 members 
Mstep: Class 65 contains 672 members 
Mstep: Class 66 contains 23203 members 
Mstep: Class 67 contains 39670 members 
Mstep: Class 68 contains 31319 members 
Mstep: Class 69 contains 234 members 
Mstep: Class 70 contains 30104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330304.000000 Penalty: 236786.078125
Iteration 142Q: 71 clusters Score -1.613303e+08 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 30894 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 12 contains 18164 members 
Mstep: Class 13 contains 44060 members 
Mstep: Class 14 contains 36500 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 377 members 
Mstep: Class 17 contains 16758 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8097 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5270 members 
Mstep: Class 24 contains 28227 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 17123 members 
Mstep: Class 28 contains 28941 members 
Mstep: Class 29 contains 20952 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 24293 members 
Mstep: Class 33 contains 19305 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 1464 members 
Mstep: Class 37 contains 2622 members 
Mstep: Class 38 contains 478 members 
Mstep: Class 39 contains 404 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 20266 members 
Mstep: Class 42 contains 16887 members 
Mstep: Class 43 contains 5665 members 
Mstep: Class 44 contains 66670 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16124 members 
Mstep: Class 47 contains 2610 members 
Mstep: Class 48 contains 42916 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 15176 members 
Mstep: Class 52 contains 10873 members 
Mstep: Class 53 contains 3194 members 
Mstep: Class 54 contains 14516 members 
Mstep: Class 55 contains 25549 members 
Mstep: Class 56 contains 19922 members 
Mstep: Class 57 contains 2167 members 
Mstep: Class 58 contains 262 members 
Mstep: Class 59 contains 13915 members 
Mstep: Class 60 contains 37049 members 
Mstep: Class 61 contains 5077 members 
Mstep: Class 62 contains 19103 members 
Mstep: Class 63 contains 29681 members 
Mstep: Class 64 contains 561 members 
Mstep: Class 65 contains 675 members 
Mstep: Class 66 contains 23528 members 
Mstep: Class 67 contains 39662 members 
Mstep: Class 68 contains 31388 members 
Mstep: Class 69 contains 237 members 
Mstep: Class 70 contains 30602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331504.000000 Penalty: 236786.078125
Iteration 143Q: 71 clusters Score -1.613315e+08 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 309 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 6513 members 
Mstep: Class 8 contains 30665 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 12 contains 18675 members 
Mstep: Class 13 contains 43804 members 
Mstep: Class 14 contains 36280 members 
Mstep: Class 15 contains 7401 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 16648 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8080 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 29002 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 16857 members 
Mstep: Class 28 contains 28771 members 
Mstep: Class 29 contains 21192 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 24242 members 
Mstep: Class 33 contains 19210 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 1464 members 
Mstep: Class 37 contains 2623 members 
Mstep: Class 38 contains 478 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 20098 members 
Mstep: Class 42 contains 17272 members 
Mstep: Class 43 contains 5734 members 
Mstep: Class 44 contains 66455 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16128 members 
Mstep: Class 47 contains 2611 members 
Mstep: Class 48 contains 42826 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2454 members 
Mstep: Class 51 contains 15828 members 
Mstep: Class 52 contains 10653 members 
Mstep: Class 53 contains 3201 members 
Mstep: Class 54 contains 14412 members 
Mstep: Class 55 contains 25556 members 
Mstep: Class 56 contains 19618 members 
Mstep: Class 57 contains 2166 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 13853 members 
Mstep: Class 60 contains 36958 members 
Mstep: Class 61 contains 5071 members 
Mstep: Class 62 contains 18391 members 
Mstep: Class 63 contains 29703 members 
Mstep: Class 64 contains 562 members 
Mstep: Class 65 contains 675 members 
Mstep: Class 66 contains 23807 members 
Mstep: Class 67 contains 39592 members 
Mstep: Class 68 contains 31471 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 31068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332448.000000 Penalty: 236786.078125
Iteration 144Q: 71 clusters Score -1.613324e+08 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5490 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 30377 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 19286 members 
Mstep: Class 13 contains 43526 members 
Mstep: Class 14 contains 36073 members 
Mstep: Class 15 contains 7402 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16606 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 8070 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 29932 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 16488 members 
Mstep: Class 28 contains 28561 members 
Mstep: Class 29 contains 21469 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 24167 members 
Mstep: Class 33 contains 19086 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 330 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 2629 members 
Mstep: Class 38 contains 478 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19934 members 
Mstep: Class 42 contains 17635 members 
Mstep: Class 43 contains 5805 members 
Mstep: Class 44 contains 66244 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16113 members 
Mstep: Class 47 contains 2611 members 
Mstep: Class 48 contains 42720 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 16395 members 
Mstep: Class 52 contains 10430 members 
Mstep: Class 53 contains 3197 members 
Mstep: Class 54 contains 14341 members 
Mstep: Class 55 contains 25604 members 
Mstep: Class 56 contains 19349 members 
Mstep: Class 57 contains 2163 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 13841 members 
Mstep: Class 60 contains 36869 members 
Mstep: Class 61 contains 5067 members 
Mstep: Class 62 contains 17637 members 
Mstep: Class 63 contains 29697 members 
Mstep: Class 64 contains 564 members 
Mstep: Class 65 contains 674 members 
Mstep: Class 66 contains 24116 members 
Mstep: Class 67 contains 39541 members 
Mstep: Class 68 contains 31523 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 31489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334144.000000 Penalty: 236786.078125
Iteration 145Q: 71 clusters Score -1.613341e+08 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5487 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6393 members 
Mstep: Class 8 contains 30079 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 19920 members 
Mstep: Class 13 contains 43235 members 
Mstep: Class 14 contains 35878 members 
Mstep: Class 15 contains 7396 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16561 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 8036 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5323 members 
Mstep: Class 24 contains 30864 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 28411 members 
Mstep: Class 29 contains 21737 members 
Mstep: Class 30 contains 4109 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 24106 members 
Mstep: Class 33 contains 18935 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 1467 members 
Mstep: Class 37 contains 2631 members 
Mstep: Class 38 contains 478 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19798 members 
Mstep: Class 42 contains 17964 members 
Mstep: Class 43 contains 5868 members 
Mstep: Class 44 contains 66050 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 2617 members 
Mstep: Class 48 contains 42636 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 16671 members 
Mstep: Class 52 contains 10253 members 
Mstep: Class 53 contains 3193 members 
Mstep: Class 54 contains 14287 members 
Mstep: Class 55 contains 25699 members 
Mstep: Class 56 contains 19059 members 
Mstep: Class 57 contains 2164 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 13847 members 
Mstep: Class 60 contains 36763 members 
Mstep: Class 61 contains 5071 members 
Mstep: Class 62 contains 17021 members 
Mstep: Class 63 contains 29661 members 
Mstep: Class 64 contains 565 members 
Mstep: Class 65 contains 676 members 
Mstep: Class 66 contains 24429 members 
Mstep: Class 67 contains 39518 members 
Mstep: Class 68 contains 31589 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 31840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334256.000000 Penalty: 236786.078125
Iteration 146Q: 71 clusters Score -1.613343e+08 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5485 members 
Mstep: Class 4 contains 536 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 29783 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 20407 members 
Mstep: Class 13 contains 42909 members 
Mstep: Class 14 contains 35683 members 
Mstep: Class 15 contains 7387 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16510 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 31888 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 15983 members 
Mstep: Class 28 contains 28258 members 
Mstep: Class 29 contains 22018 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 24071 members 
Mstep: Class 33 contains 18790 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 1466 members 
Mstep: Class 37 contains 2633 members 
Mstep: Class 38 contains 478 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19750 members 
Mstep: Class 42 contains 18295 members 
Mstep: Class 43 contains 5939 members 
Mstep: Class 44 contains 65859 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16083 members 
Mstep: Class 47 contains 2618 members 
Mstep: Class 48 contains 42520 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2458 members 
Mstep: Class 51 contains 16606 members 
Mstep: Class 52 contains 10073 members 
Mstep: Class 53 contains 3189 members 
Mstep: Class 54 contains 14285 members 
Mstep: Class 55 contains 25746 members 
Mstep: Class 56 contains 18830 members 
Mstep: Class 57 contains 2160 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 13885 members 
Mstep: Class 60 contains 36650 members 
Mstep: Class 61 contains 5077 members 
Mstep: Class 62 contains 16678 members 
Mstep: Class 63 contains 29559 members 
Mstep: Class 64 contains 566 members 
Mstep: Class 65 contains 676 members 
Mstep: Class 66 contains 24682 members 
Mstep: Class 67 contains 39387 members 
Mstep: Class 68 contains 31626 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 32262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335232.000000 Penalty: 236786.078125
Iteration 147Q: 71 clusters Score -1.613352e+08 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5483 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6319 members 
Mstep: Class 8 contains 29419 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 20848 members 
Mstep: Class 13 contains 42567 members 
Mstep: Class 14 contains 35491 members 
Mstep: Class 15 contains 7381 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16470 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 8004 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 32996 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 15788 members 
Mstep: Class 28 contains 28190 members 
Mstep: Class 29 contains 22332 members 
Mstep: Class 30 contains 4083 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 24042 members 
Mstep: Class 33 contains 18643 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 328 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 478 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19701 members 
Mstep: Class 42 contains 18597 members 
Mstep: Class 43 contains 6004 members 
Mstep: Class 44 contains 65676 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16069 members 
Mstep: Class 47 contains 2617 members 
Mstep: Class 48 contains 42399 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 16417 members 
Mstep: Class 52 contains 9898 members 
Mstep: Class 53 contains 3190 members 
Mstep: Class 54 contains 14311 members 
Mstep: Class 55 contains 25817 members 
Mstep: Class 56 contains 18612 members 
Mstep: Class 57 contains 2156 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 13968 members 
Mstep: Class 60 contains 36537 members 
Mstep: Class 61 contains 5078 members 
Mstep: Class 62 contains 16462 members 
Mstep: Class 63 contains 29464 members 
Mstep: Class 64 contains 567 members 
Mstep: Class 65 contains 676 members 
Mstep: Class 66 contains 24842 members 
Mstep: Class 67 contains 39281 members 
Mstep: Class 68 contains 31689 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 32573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335856.000000 Penalty: 236786.078125
Iteration 148Q: 71 clusters Score -1.613359e+08 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5483 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 8 contains 29073 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 21283 members 
Mstep: Class 13 contains 42169 members 
Mstep: Class 14 contains 35303 members 
Mstep: Class 15 contains 7375 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16415 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7978 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5324 members 
Mstep: Class 24 contains 34106 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 15636 members 
Mstep: Class 28 contains 28137 members 
Mstep: Class 29 contains 22707 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 24018 members 
Mstep: Class 33 contains 18497 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 326 members 
Mstep: Class 36 contains 1464 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 478 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19670 members 
Mstep: Class 42 contains 18867 members 
Mstep: Class 43 contains 6063 members 
Mstep: Class 44 contains 65550 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16071 members 
Mstep: Class 47 contains 2618 members 
Mstep: Class 48 contains 42287 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2460 members 
Mstep: Class 51 contains 16185 members 
Mstep: Class 52 contains 9705 members 
Mstep: Class 53 contains 3190 members 
Mstep: Class 54 contains 14307 members 
Mstep: Class 55 contains 25910 members 
Mstep: Class 56 contains 18436 members 
Mstep: Class 57 contains 2153 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14073 members 
Mstep: Class 60 contains 36444 members 
Mstep: Class 61 contains 5089 members 
Mstep: Class 62 contains 16364 members 
Mstep: Class 63 contains 29297 members 
Mstep: Class 64 contains 569 members 
Mstep: Class 65 contains 676 members 
Mstep: Class 66 contains 24915 members 
Mstep: Class 67 contains 39137 members 
Mstep: Class 68 contains 31732 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 32831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336704.000000 Penalty: 236786.078125
Iteration 149Q: 71 clusters Score -1.613367e+08 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 28703 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 21549 members 
Mstep: Class 13 contains 41682 members 
Mstep: Class 14 contains 35131 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7948 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 35287 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 15581 members 
Mstep: Class 28 contains 28118 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 4069 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23992 members 
Mstep: Class 33 contains 18338 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 2643 members 
Mstep: Class 38 contains 479 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19650 members 
Mstep: Class 42 contains 19152 members 
Mstep: Class 43 contains 6103 members 
Mstep: Class 44 contains 65450 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 2621 members 
Mstep: Class 48 contains 42222 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2461 members 
Mstep: Class 51 contains 16005 members 
Mstep: Class 52 contains 9532 members 
Mstep: Class 53 contains 3197 members 
Mstep: Class 54 contains 14303 members 
Mstep: Class 55 contains 25961 members 
Mstep: Class 56 contains 18305 members 
Mstep: Class 57 contains 2147 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14182 members 
Mstep: Class 60 contains 36371 members 
Mstep: Class 61 contains 5096 members 
Mstep: Class 62 contains 16317 members 
Mstep: Class 63 contains 29101 members 
Mstep: Class 64 contains 571 members 
Mstep: Class 65 contains 676 members 
Mstep: Class 66 contains 24956 members 
Mstep: Class 67 contains 38931 members 
Mstep: Class 68 contains 31765 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337968.000000 Penalty: 236786.078125
Iteration 150Q: 71 clusters Score -1.61338e+08 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5466 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 28271 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 12 contains 21719 members 
Mstep: Class 13 contains 41205 members 
Mstep: Class 14 contains 34966 members 
Mstep: Class 15 contains 7365 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16371 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7939 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 36578 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 15536 members 
Mstep: Class 28 contains 28095 members 
Mstep: Class 29 contains 23481 members 
Mstep: Class 30 contains 4059 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23931 members 
Mstep: Class 33 contains 18188 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1464 members 
Mstep: Class 37 contains 2645 members 
Mstep: Class 38 contains 479 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19640 members 
Mstep: Class 42 contains 19427 members 
Mstep: Class 43 contains 6144 members 
Mstep: Class 44 contains 65349 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16084 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 42143 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2465 members 
Mstep: Class 51 contains 15914 members 
Mstep: Class 52 contains 9368 members 
Mstep: Class 53 contains 3195 members 
Mstep: Class 54 contains 14304 members 
Mstep: Class 55 contains 26020 members 
Mstep: Class 56 contains 18181 members 
Mstep: Class 57 contains 2140 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14296 members 
Mstep: Class 60 contains 36253 members 
Mstep: Class 61 contains 5102 members 
Mstep: Class 62 contains 16308 members 
Mstep: Class 63 contains 28852 members 
Mstep: Class 64 contains 572 members 
Mstep: Class 65 contains 676 members 
Mstep: Class 66 contains 24953 members 
Mstep: Class 67 contains 38713 members 
Mstep: Class 68 contains 31828 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338624.000000 Penalty: 236786.078125
Iteration 151Q: 71 clusters Score -1.613386e+08 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5459 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 27895 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 21860 members 
Mstep: Class 13 contains 40662 members 
Mstep: Class 14 contains 34799 members 
Mstep: Class 15 contains 7357 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16363 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7945 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5347 members 
Mstep: Class 24 contains 37860 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 15525 members 
Mstep: Class 28 contains 28123 members 
Mstep: Class 29 contains 23936 members 
Mstep: Class 30 contains 4054 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23862 members 
Mstep: Class 33 contains 18021 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1464 members 
Mstep: Class 37 contains 2651 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19620 members 
Mstep: Class 42 contains 19702 members 
Mstep: Class 43 contains 6182 members 
Mstep: Class 44 contains 65258 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16062 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 42055 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2466 members 
Mstep: Class 51 contains 15853 members 
Mstep: Class 52 contains 9185 members 
Mstep: Class 53 contains 3193 members 
Mstep: Class 54 contains 14322 members 
Mstep: Class 55 contains 26090 members 
Mstep: Class 56 contains 18111 members 
Mstep: Class 57 contains 2140 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14406 members 
Mstep: Class 60 contains 36154 members 
Mstep: Class 61 contains 5110 members 
Mstep: Class 62 contains 16302 members 
Mstep: Class 63 contains 28497 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 676 members 
Mstep: Class 66 contains 24928 members 
Mstep: Class 67 contains 38482 members 
Mstep: Class 68 contains 31884 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338960.000000 Penalty: 236786.078125
Iteration 152Q: 71 clusters Score -1.61339e+08 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5456 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 27470 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 12 contains 21978 members 
Mstep: Class 13 contains 40104 members 
Mstep: Class 14 contains 34661 members 
Mstep: Class 15 contains 7350 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16341 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7935 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5347 members 
Mstep: Class 24 contains 39138 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 15501 members 
Mstep: Class 28 contains 28138 members 
Mstep: Class 29 contains 24438 members 
Mstep: Class 30 contains 4050 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23778 members 
Mstep: Class 33 contains 17855 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1463 members 
Mstep: Class 37 contains 2657 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19581 members 
Mstep: Class 42 contains 19952 members 
Mstep: Class 43 contains 6221 members 
Mstep: Class 44 contains 65325 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16056 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 41992 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 51 contains 15821 members 
Mstep: Class 52 contains 9016 members 
Mstep: Class 53 contains 3189 members 
Mstep: Class 54 contains 14325 members 
Mstep: Class 55 contains 26139 members 
Mstep: Class 56 contains 18083 members 
Mstep: Class 57 contains 2139 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14530 members 
Mstep: Class 60 contains 36045 members 
Mstep: Class 61 contains 5132 members 
Mstep: Class 62 contains 16290 members 
Mstep: Class 63 contains 28146 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24899 members 
Mstep: Class 67 contains 38203 members 
Mstep: Class 68 contains 31915 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339024.000000 Penalty: 236786.078125
Iteration 153Q: 71 clusters Score -1.61339e+08 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5457 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6091 members 
Mstep: Class 8 contains 27095 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 22114 members 
Mstep: Class 13 contains 39560 members 
Mstep: Class 14 contains 34507 members 
Mstep: Class 15 contains 7343 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16315 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 40385 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 15510 members 
Mstep: Class 28 contains 28154 members 
Mstep: Class 29 contains 24916 members 
Mstep: Class 30 contains 4045 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23702 members 
Mstep: Class 33 contains 17667 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1463 members 
Mstep: Class 37 contains 2668 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19533 members 
Mstep: Class 42 contains 20184 members 
Mstep: Class 43 contains 6275 members 
Mstep: Class 44 contains 65398 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16033 members 
Mstep: Class 47 contains 2620 members 
Mstep: Class 48 contains 41989 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2462 members 
Mstep: Class 51 contains 15782 members 
Mstep: Class 52 contains 8855 members 
Mstep: Class 53 contains 3189 members 
Mstep: Class 54 contains 14321 members 
Mstep: Class 55 contains 26186 members 
Mstep: Class 56 contains 18057 members 
Mstep: Class 57 contains 2138 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14637 members 
Mstep: Class 60 contains 36024 members 
Mstep: Class 61 contains 5142 members 
Mstep: Class 62 contains 16279 members 
Mstep: Class 63 contains 27773 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24868 members 
Mstep: Class 67 contains 37810 members 
Mstep: Class 68 contains 31944 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339680.000000 Penalty: 236786.078125
Iteration 154Q: 71 clusters Score -1.613397e+08 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5456 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 8 contains 26829 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 22209 members 
Mstep: Class 13 contains 38954 members 
Mstep: Class 14 contains 34377 members 
Mstep: Class 15 contains 7346 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16280 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5354 members 
Mstep: Class 24 contains 41474 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 543 members 
Mstep: Class 27 contains 15517 members 
Mstep: Class 28 contains 28111 members 
Mstep: Class 29 contains 25340 members 
Mstep: Class 30 contains 4034 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23647 members 
Mstep: Class 33 contains 17488 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2674 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19479 members 
Mstep: Class 42 contains 20415 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 65513 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16022 members 
Mstep: Class 47 contains 2618 members 
Mstep: Class 48 contains 41957 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2465 members 
Mstep: Class 51 contains 15776 members 
Mstep: Class 52 contains 8723 members 
Mstep: Class 53 contains 3187 members 
Mstep: Class 54 contains 14332 members 
Mstep: Class 55 contains 26253 members 
Mstep: Class 56 contains 18062 members 
Mstep: Class 57 contains 2134 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14738 members 
Mstep: Class 60 contains 35985 members 
Mstep: Class 61 contains 5158 members 
Mstep: Class 62 contains 16267 members 
Mstep: Class 63 contains 27418 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24841 members 
Mstep: Class 67 contains 37489 members 
Mstep: Class 68 contains 31931 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340240.000000 Penalty: 236786.078125
Iteration 155Q: 71 clusters Score -1.613402e+08 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6036 members 
Mstep: Class 8 contains 26978 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 22323 members 
Mstep: Class 13 contains 38501 members 
Mstep: Class 14 contains 34261 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16261 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7905 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 42093 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 543 members 
Mstep: Class 27 contains 15513 members 
Mstep: Class 28 contains 28068 members 
Mstep: Class 29 contains 25674 members 
Mstep: Class 30 contains 4032 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23599 members 
Mstep: Class 33 contains 17330 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2681 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19421 members 
Mstep: Class 42 contains 20596 members 
Mstep: Class 43 contains 6416 members 
Mstep: Class 44 contains 65437 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 16008 members 
Mstep: Class 47 contains 2620 members 
Mstep: Class 48 contains 41952 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2468 members 
Mstep: Class 51 contains 15766 members 
Mstep: Class 52 contains 8635 members 
Mstep: Class 53 contains 3186 members 
Mstep: Class 54 contains 14336 members 
Mstep: Class 55 contains 26340 members 
Mstep: Class 56 contains 18163 members 
Mstep: Class 57 contains 2133 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14823 members 
Mstep: Class 60 contains 35917 members 
Mstep: Class 61 contains 5166 members 
Mstep: Class 62 contains 16268 members 
Mstep: Class 63 contains 27133 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 676 members 
Mstep: Class 66 contains 24820 members 
Mstep: Class 67 contains 37192 members 
Mstep: Class 68 contains 31905 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340768.000000 Penalty: 236786.078125
Iteration 156Q: 71 clusters Score -1.613408e+08 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5463 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 6012 members 
Mstep: Class 8 contains 27349 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 22415 members 
Mstep: Class 13 contains 38172 members 
Mstep: Class 14 contains 34155 members 
Mstep: Class 15 contains 7352 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16251 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 387 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 42461 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 544 members 
Mstep: Class 27 contains 15523 members 
Mstep: Class 28 contains 28047 members 
Mstep: Class 29 contains 25967 members 
Mstep: Class 30 contains 4032 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23565 members 
Mstep: Class 33 contains 17175 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1463 members 
Mstep: Class 37 contains 2682 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19375 members 
Mstep: Class 42 contains 20774 members 
Mstep: Class 43 contains 6478 members 
Mstep: Class 44 contains 65278 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15979 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 41963 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2471 members 
Mstep: Class 51 contains 15764 members 
Mstep: Class 52 contains 8581 members 
Mstep: Class 53 contains 3191 members 
Mstep: Class 54 contains 14330 members 
Mstep: Class 55 contains 26440 members 
Mstep: Class 56 contains 18238 members 
Mstep: Class 57 contains 2129 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14899 members 
Mstep: Class 60 contains 35853 members 
Mstep: Class 61 contains 5173 members 
Mstep: Class 62 contains 16260 members 
Mstep: Class 63 contains 26892 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24798 members 
Mstep: Class 67 contains 36887 members 
Mstep: Class 68 contains 31857 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341424.000000 Penalty: 236786.078125
Iteration 157Q: 71 clusters Score -1.613414e+08 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5467 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 27857 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 22512 members 
Mstep: Class 13 contains 37829 members 
Mstep: Class 14 contains 34041 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16241 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7890 members 
Mstep: Class 20 contains 387 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 42709 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 544 members 
Mstep: Class 27 contains 15544 members 
Mstep: Class 28 contains 27983 members 
Mstep: Class 29 contains 26220 members 
Mstep: Class 30 contains 4033 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23520 members 
Mstep: Class 33 contains 17019 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1463 members 
Mstep: Class 37 contains 2684 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19337 members 
Mstep: Class 42 contains 20921 members 
Mstep: Class 43 contains 6541 members 
Mstep: Class 44 contains 65068 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15950 members 
Mstep: Class 47 contains 2621 members 
Mstep: Class 48 contains 42004 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2474 members 
Mstep: Class 51 contains 15750 members 
Mstep: Class 52 contains 8536 members 
Mstep: Class 53 contains 3190 members 
Mstep: Class 54 contains 14303 members 
Mstep: Class 55 contains 26553 members 
Mstep: Class 56 contains 18346 members 
Mstep: Class 57 contains 2130 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14992 members 
Mstep: Class 60 contains 35734 members 
Mstep: Class 61 contains 5173 members 
Mstep: Class 62 contains 16255 members 
Mstep: Class 63 contains 26717 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24783 members 
Mstep: Class 67 contains 36633 members 
Mstep: Class 68 contains 31827 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342400.000000 Penalty: 236786.078125
Iteration 158Q: 71 clusters Score -1.613424e+08 nChanged 5159
Entering ConstructFrom: 
Score: -161342400.000000 Penalty: 236786.078125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -204307.968750 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -204308 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 578 members 
Entering Unmasked Estep 
Score: -202280.718750 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -202280.7 nChanged 318
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: -202728.984375 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -202729 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -202900.250000 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -202900.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -203065.062500 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -203065.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -203167.937500 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -203167.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203240.453125 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -203240.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -203281.375000 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -203281.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -203321.109375 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -203321.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -203366.093750 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -203366.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -203429.015625 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -203429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -203479.453125 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -203479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -203507.765625 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -203507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -203528.234375 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -203528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -203546.984375 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -203547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -203556.703125 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -203556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -203569.062500 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -203569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -203580.250000 Penalty: 3495.568604
	Iteration 16Q: 3 clusters Score -203580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -203585.390625 Penalty: 3495.568604
	Iteration 17Q: 3 clusters Score -203585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -203592.437500 Penalty: 3495.568604
	Iteration 18Q: 3 clusters Score -203592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -203600.046875 Penalty: 3495.568604
	Iteration 19Q: 3 clusters Score -203600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -203612.359375 Penalty: 3495.568604
	Iteration 20F: 3 clusters Score -203612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -203616.562500 Penalty: 3495.568604
	Iteration 21Q: 3 clusters Score -203616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -203618.828125 Penalty: 3495.568604
	Iteration 22Q: 3 clusters Score -203618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -203618.828125 Penalty: 3495.568604
	Iteration 23F: 3 clusters Score -203618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39213.625000 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39213.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -39478.488281 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39478.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -39588.597656 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -39588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -39628.105469 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -39628.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -39682.539062 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -39682.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -39687.417969 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -39687.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -39687.417969 Penalty: 2845.339844
	Iteration 6F: 3 clusters Score -39687.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -1045868.312500 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -1045868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1041011.437500 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -1041011 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1042116.812500 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -1042117 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1042325.437500 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -1042325 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1042478.187500 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -1042478 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1042623.062500 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -1042623 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1042787.937500 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -1042788 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1042945.812500 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -1042946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1043096.812500 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -1043097 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1043227.687500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -1043228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1043351.062500 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -1043351 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1043470.750000 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -1043471 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1043579.875000 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -1043580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1043676.625000 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -1043677 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1043794.250000 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -1043794 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1043947.875000 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -1043948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1044084.187500 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -1044084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1044182.687500 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -1044183 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1044251.000000 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -1044251 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1044316.250000 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -1044316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1044359.062500 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -1044359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1044377.937500 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -1044378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1044400.000000 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -1044400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1044417.625000 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -1044418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1044435.500000 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -1044436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1044447.687500 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -1044448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1044455.750000 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -1044456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1044459.000000 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -1044459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1044462.625000 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -1044463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1044466.437500 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -1044466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1044470.062500 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -1044470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1044472.625000 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -1044473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1044478.375000 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -1044478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1044479.437500 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -1044479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1044480.437500 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -1044480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1044480.187500 Penalty: 4268.907715
	Iteration 34Q: 3 clusters Score -1044480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1044481.062500 Penalty: 4268.907715
	Iteration 35Q: 3 clusters Score -1044481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1044482.500000 Penalty: 4268.907715
	Iteration 36Q: 3 clusters Score -1044482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1044482.937500 Penalty: 4268.907715
	Iteration 37Q: 3 clusters Score -1044483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1044482.937500 Penalty: 4268.907715
	Iteration 38F: 3 clusters Score -1044483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -91638.148438 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -91638.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90185.953125 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -90185.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -90406.039062 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -90406.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90495.039062 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -90495.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90540.851562 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -90540.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90589.804688 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -90589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90612.242188 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -90612.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90626.406250 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -90626.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90648.820312 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -90648.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90662.984375 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -90662.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90669.210938 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -90669.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90676.476562 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -90676.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90685.539062 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -90685.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90685.539062 Penalty: 3118.777832
	Iteration 12F: 3 clusters Score -90685.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -99674.328125 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -99674.33 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 313 members 
Entering Unmasked Estep 
Score: -98151.679688 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -98151.68 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98546.601562 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -98546.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98752.273438 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -98752.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98858.765625 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -98858.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98950.054688 Penalty: 3199.433350
	Iteration 4F: 3 clusters Score -98950.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99062.695312 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -99062.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -99212.968750 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -99212.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99299.718750 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -99299.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99371.804688 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -99371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99394.554688 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -99394.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99396.578125 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -99396.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99397.164062 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -99397.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99397.164062 Penalty: 3199.433350
	Iteration 12F: 3 clusters Score -99397.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -42097.796875 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -42097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40917.714844 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -40917.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41269.964844 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -41269.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41654.441406 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -41654.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -42025.058594 Penalty: 2876.350098
	Iteration 3F: 3 clusters Score -42025.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -42214.566406 Penalty: 2876.350098
	Iteration 4F: 3 clusters Score -42214.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42294.222656 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -42294.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42317.394531 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -42317.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42334.304688 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -42334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42389.316406 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -42389.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42389.316406 Penalty: 2876.350098
	Iteration 9F: 3 clusters Score -42389.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 174 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 28396 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 22577 members 
Mstep: Class 13 contains 37493 members 
Mstep: Class 14 contains 33886 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16238 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7874 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 42897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 15545 members 
Mstep: Class 28 contains 27955 members 
Mstep: Class 29 contains 26439 members 
Mstep: Class 30 contains 4030 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23493 members 
Mstep: Class 33 contains 16848 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2687 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19299 members 
Mstep: Class 42 contains 21076 members 
Mstep: Class 43 contains 6592 members 
Mstep: Class 44 contains 64832 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15932 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 42075 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2474 members 
Mstep: Class 51 contains 15774 members 
Mstep: Class 52 contains 8502 members 
Mstep: Class 53 contains 3196 members 
Mstep: Class 54 contains 14284 members 
Mstep: Class 55 contains 26665 members 
Mstep: Class 56 contains 18422 members 
Mstep: Class 57 contains 2130 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15050 members 
Mstep: Class 60 contains 35660 members 
Mstep: Class 61 contains 5183 members 
Mstep: Class 62 contains 16267 members 
Mstep: Class 63 contains 26557 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24786 members 
Mstep: Class 67 contains 36405 members 
Mstep: Class 68 contains 31796 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33803 members 
Mstep: Class 71 contains 156 members 
Entering Unmasked Estep 
Score: -161341184.000000 Penalty: 240168.750000
Splitting cluster 6 changes total score from -161342400.000000 to -161341184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Entering Unmasked Estep 
Score: -1185185.125000 Penalty: 2155.903809
	Iteration 0F: 2 clusters Score -1185185 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 2981 members 
Entering Unmasked Estep 
Score: -1180073.500000 Penalty: 4311.807617
	Iteration 0F: 3 clusters Score -1180074 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1181284.625000 Penalty: 4311.807617
	Iteration 1F: 3 clusters Score -1181285 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1181545.625000 Penalty: 4311.807617
	Iteration 2F: 3 clusters Score -1181546 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1181722.250000 Penalty: 4311.807617
	Iteration 3F: 3 clusters Score -1181722 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1181835.625000 Penalty: 4311.807617
	Iteration 4Q: 3 clusters Score -1181836 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1181912.875000 Penalty: 4311.807617
	Iteration 5Q: 3 clusters Score -1181913 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1181972.000000 Penalty: 4311.807617
	Iteration 6Q: 3 clusters Score -1181972 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1182023.250000 Penalty: 4311.807617
	Iteration 7Q: 3 clusters Score -1182023 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1182072.125000 Penalty: 4311.807617
	Iteration 8Q: 3 clusters Score -1182072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1182121.375000 Penalty: 4311.807617
	Iteration 9Q: 3 clusters Score -1182121 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1182180.250000 Penalty: 4311.807617
	Iteration 10Q: 3 clusters Score -1182180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1182246.500000 Penalty: 4311.807617
	Iteration 11Q: 3 clusters Score -1182246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1182320.125000 Penalty: 4311.807617
	Iteration 12Q: 3 clusters Score -1182320 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1182395.250000 Penalty: 4311.807617
	Iteration 13Q: 3 clusters Score -1182395 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1182471.125000 Penalty: 4311.807617
	Iteration 14Q: 3 clusters Score -1182471 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1182570.125000 Penalty: 4311.807617
	Iteration 15Q: 3 clusters Score -1182570 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1182664.500000 Penalty: 4311.807617
	Iteration 16Q: 3 clusters Score -1182664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1182762.500000 Penalty: 4311.807617
	Iteration 17Q: 3 clusters Score -1182762 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1182848.125000 Penalty: 4311.807617
	Iteration 18Q: 3 clusters Score -1182848 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1182928.250000 Penalty: 4311.807617
	Iteration 19Q: 3 clusters Score -1182928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1182988.250000 Penalty: 4311.807617
	Iteration 20F: 3 clusters Score -1182988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1183038.625000 Penalty: 4311.807617
	Iteration 21Q: 3 clusters Score -1183039 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1183087.750000 Penalty: 4311.807617
	Iteration 22Q: 3 clusters Score -1183088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1183145.125000 Penalty: 4311.807617
	Iteration 23Q: 3 clusters Score -1183145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1183191.250000 Penalty: 4311.807617
	Iteration 24Q: 3 clusters Score -1183191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1183234.750000 Penalty: 4311.807617
	Iteration 25Q: 3 clusters Score -1183235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1183257.125000 Penalty: 4311.807617
	Iteration 26Q: 3 clusters Score -1183257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1183277.125000 Penalty: 4311.807617
	Iteration 27Q: 3 clusters Score -1183277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1183301.000000 Penalty: 4311.807617
	Iteration 28Q: 3 clusters Score -1183301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1183320.625000 Penalty: 4311.807617
	Iteration 29Q: 3 clusters Score -1183321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1183329.125000 Penalty: 4311.807617
	Iteration 30Q: 3 clusters Score -1183329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1183338.375000 Penalty: 4311.807617
	Iteration 31Q: 3 clusters Score -1183338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1183351.875000 Penalty: 4311.807617
	Iteration 32Q: 3 clusters Score -1183352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1183358.125000 Penalty: 4311.807617
	Iteration 33Q: 3 clusters Score -1183358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1183365.750000 Penalty: 4311.807617
	Iteration 34Q: 3 clusters Score -1183366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1183376.500000 Penalty: 4311.807617
	Iteration 35Q: 3 clusters Score -1183376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1183384.125000 Penalty: 4311.807617
	Iteration 36Q: 3 clusters Score -1183384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1183387.000000 Penalty: 4311.807617
	Iteration 37Q: 3 clusters Score -1183387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1183390.750000 Penalty: 4311.807617
	Iteration 38Q: 3 clusters Score -1183391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1183393.750000 Penalty: 4311.807617
	Iteration 39Q: 3 clusters Score -1183394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1183395.375000 Penalty: 4311.807617
	Iteration 40F: 3 clusters Score -1183395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1183400.250000 Penalty: 4311.807617
	Iteration 41Q: 3 clusters Score -1183400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1183400.625000 Penalty: 4311.807617
	Iteration 42Q: 3 clusters Score -1183401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1183400.625000 Penalty: 4311.807617
	Iteration 43F: 3 clusters Score -1183401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Entering Unmasked Estep 
Score: -5454984.500000 Penalty: 2542.992920
	Iteration 0F: 2 clusters Score -5454984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -5436033.500000 Penalty: 5085.985840
	Iteration 0F: 3 clusters Score -5436034 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5442933.000000 Penalty: 5085.985840
	Iteration 1F: 3 clusters Score -5442933 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -5443389.000000 Penalty: 5085.985840
	Iteration 2Q: 3 clusters Score -5443389 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5443782.500000 Penalty: 5085.985840
	Iteration 3Q: 3 clusters Score -5443782 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -5444226.000000 Penalty: 5085.985840
	Iteration 4Q: 3 clusters Score -5444226 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5444763.000000 Penalty: 5085.985840
	Iteration 5Q: 3 clusters Score -5444763 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -5445399.500000 Penalty: 5085.985840
	Iteration 6Q: 3 clusters Score -5445400 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5446265.500000 Penalty: 5085.985840
	Iteration 7F: 3 clusters Score -5446266 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -5447241.500000 Penalty: 5085.985840
	Iteration 8F: 3 clusters Score -5447242 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5448436.500000 Penalty: 5085.985840
	Iteration 9F: 3 clusters Score -5448436 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -5449518.000000 Penalty: 5085.985840
	Iteration 10F: 3 clusters Score -5449518 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -5450161.000000 Penalty: 5085.985840
	Iteration 11Q: 3 clusters Score -5450161 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -5450483.000000 Penalty: 5085.985840
	Iteration 12Q: 3 clusters Score -5450483 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -5450710.000000 Penalty: 5085.985840
	Iteration 13Q: 3 clusters Score -5450710 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -5450903.000000 Penalty: 5085.985840
	Iteration 14Q: 3 clusters Score -5450903 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -5451027.500000 Penalty: 5085.985840
	Iteration 15Q: 3 clusters Score -5451028 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -5451150.000000 Penalty: 5085.985840
	Iteration 16Q: 3 clusters Score -5451150 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -5451262.000000 Penalty: 5085.985840
	Iteration 17Q: 3 clusters Score -5451262 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -5451365.000000 Penalty: 5085.985840
	Iteration 18Q: 3 clusters Score -5451365 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -5451419.000000 Penalty: 5085.985840
	Iteration 19Q: 3 clusters Score -5451419 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -5451484.500000 Penalty: 5085.985840
	Iteration 20F: 3 clusters Score -5451484 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -5451552.500000 Penalty: 5085.985840
	Iteration 21Q: 3 clusters Score -5451552 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -5451607.500000 Penalty: 5085.985840
	Iteration 22Q: 3 clusters Score -5451608 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -5451669.500000 Penalty: 5085.985840
	Iteration 23Q: 3 clusters Score -5451670 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -5451700.000000 Penalty: 5085.985840
	Iteration 24Q: 3 clusters Score -5451700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -5451736.500000 Penalty: 5085.985840
	Iteration 25Q: 3 clusters Score -5451736 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -5451776.000000 Penalty: 5085.985840
	Iteration 26Q: 3 clusters Score -5451776 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -5451827.500000 Penalty: 5085.985840
	Iteration 27Q: 3 clusters Score -5451828 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -5451876.500000 Penalty: 5085.985840
	Iteration 28Q: 3 clusters Score -5451876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -5451937.000000 Penalty: 5085.985840
	Iteration 29Q: 3 clusters Score -5451937 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -5452006.500000 Penalty: 5085.985840
	Iteration 30Q: 3 clusters Score -5452006 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5452118.500000 Penalty: 5085.985840
	Iteration 31Q: 3 clusters Score -5452118 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -5452213.000000 Penalty: 5085.985840
	Iteration 32Q: 3 clusters Score -5452213 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -5452362.500000 Penalty: 5085.985840
	Iteration 33Q: 3 clusters Score -5452362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -5452497.500000 Penalty: 5085.985840
	Iteration 34Q: 3 clusters Score -5452498 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -5452659.000000 Penalty: 5085.985840
	Iteration 35Q: 3 clusters Score -5452659 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5452758.000000 Penalty: 5085.985840
	Iteration 36Q: 3 clusters Score -5452758 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5452840.000000 Penalty: 5085.985840
	Iteration 37Q: 3 clusters Score -5452840 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -5452907.500000 Penalty: 5085.985840
	Iteration 38Q: 3 clusters Score -5452908 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -5452946.000000 Penalty: 5085.985840
	Iteration 39Q: 3 clusters Score -5452946 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5452984.500000 Penalty: 5085.985840
	Iteration 40F: 3 clusters Score -5452984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -5453009.500000 Penalty: 5085.985840
	Iteration 41Q: 3 clusters Score -5453010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -5453038.500000 Penalty: 5085.985840
	Iteration 42Q: 3 clusters Score -5453038 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -5453043.000000 Penalty: 5085.985840
	Iteration 43Q: 3 clusters Score -5453043 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -5453076.000000 Penalty: 5085.985840
	Iteration 44Q: 3 clusters Score -5453076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -5453078.500000 Penalty: 5085.985840
	Iteration 45Q: 3 clusters Score -5453078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -5453082.500000 Penalty: 5085.985840
	Iteration 46Q: 3 clusters Score -5453082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -5453085.000000 Penalty: 5085.985840
	Iteration 47Q: 3 clusters Score -5453085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -5453080.000000 Penalty: 5085.985840
	Iteration 48Q: 3 clusters Score -5453080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5453095.000000 Penalty: 5085.985840
	Iteration 49Q: 3 clusters Score -5453095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5453100.000000 Penalty: 5085.985840
	Iteration 50Q: 3 clusters Score -5453100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5453111.000000 Penalty: 5085.985840
	Iteration 51Q: 3 clusters Score -5453111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -5453100.500000 Penalty: 5085.985840
	Iteration 52Q: 3 clusters Score -5453100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -5453092.000000 Penalty: 5085.985840
	Iteration 53Q: 3 clusters Score -5453092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -5453090.500000 Penalty: 5085.985840
	Iteration 54Q: 3 clusters Score -5453090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -5453097.000000 Penalty: 5085.985840
	Iteration 55Q: 3 clusters Score -5453097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5453094.500000 Penalty: 5085.985840
	Iteration 56Q: 3 clusters Score -5453094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -5453098.500000 Penalty: 5085.985840
	Iteration 57Q: 3 clusters Score -5453098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5453092.500000 Penalty: 5085.985840
	Iteration 58Q: 3 clusters Score -5453092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5453089.500000 Penalty: 5085.985840
	Iteration 59Q: 3 clusters Score -5453090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -5453092.000000 Penalty: 5085.985840
	Iteration 60F: 3 clusters Score -5453092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -5453090.500000 Penalty: 5085.985840
	Iteration 61Q: 3 clusters Score -5453090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -5453090.000000 Penalty: 5085.985840
	Iteration 62Q: 3 clusters Score -5453090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -5453090.000000 Penalty: 5085.985840
	Iteration 63Q: 3 clusters Score -5453090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5453090.000000 Penalty: 5085.985840
	Iteration 64Q: 3 clusters Score -5453090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5453091.000000 Penalty: 5085.985840
	Iteration 65Q: 3 clusters Score -5453091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -5453092.500000 Penalty: 5085.985840
	Iteration 66Q: 3 clusters Score -5453092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -5453085.500000 Penalty: 5085.985840
	Iteration 67Q: 3 clusters Score -5453086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -5453092.000000 Penalty: 5085.985840
	Iteration 68Q: 3 clusters Score -5453092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -5453093.000000 Penalty: 5085.985840
	Iteration 69Q: 3 clusters Score -5453093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5453094.000000 Penalty: 5085.985840
	Iteration 70Q: 3 clusters Score -5453094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5453094.000000 Penalty: 5085.985840
	Iteration 71Q: 3 clusters Score -5453094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -5453093.000000 Penalty: 5085.985840
	Iteration 72Q: 3 clusters Score -5453093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -5453092.000000 Penalty: 5085.985840
	Iteration 73Q: 3 clusters Score -5453092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5453088.500000 Penalty: 5085.985840
	Iteration 74Q: 3 clusters Score -5453088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5453091.000000 Penalty: 5085.985840
	Iteration 75Q: 3 clusters Score -5453091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5453086.000000 Penalty: 5085.985840
	Iteration 76Q: 3 clusters Score -5453086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5453086.000000 Penalty: 5085.985840
	Iteration 77F: 3 clusters Score -5453086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -75230.101562 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -75230.1 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 210 members 
Entering Unmasked Estep 
Score: -73831.554688 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -73831.55 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74018.757812 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -74018.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74079.492188 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -74079.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74123.726562 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -74123.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74139.929688 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -74139.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74146.414062 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -74146.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74148.664062 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -74148.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74151.890625 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -74151.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74161.218750 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -74161.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74167.703125 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -74167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74168.601562 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -74168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74168.601562 Penalty: 3020.166260
	Iteration 11F: 3 clusters Score -74168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -97773.546875 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -97773.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -96290.562500 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -96290.56 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96553.867188 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -96553.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96688.445312 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -96688.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96790.335938 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -96790.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96992.070312 Penalty: 3135.992188
	Iteration 4F: 3 clusters Score -96992.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97137.445312 Penalty: 3135.992188
	Iteration 5F: 3 clusters Score -97137.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97228.750000 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -97228.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97257.125000 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -97257.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97281.468750 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -97281.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97289.468750 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -97289.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97293.085938 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -97293.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97293.593750 Penalty: 3135.992188
	Iteration 11F: 3 clusters Score -97293.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97300.750000 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -97300.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97304.242188 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -97304.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97310.617188 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -97310.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97324.296875 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -97324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97338.265625 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -97338.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97351.750000 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -97351.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97356.265625 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -97356.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97356.265625 Penalty: 3135.992188
	Iteration 19F: 3 clusters Score -97356.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -548653.312500 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -548653.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -545511.250000 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -545511.2 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -546264.500000 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -546264.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -546599.687500 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -546599.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -546830.312500 Penalty: 3952.801270
	Iteration 3F: 3 clusters Score -546830.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547030.937500 Penalty: 3952.801270
	Iteration 4F: 3 clusters Score -547030.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -547182.375000 Penalty: 3952.801270
	Iteration 5F: 3 clusters Score -547182.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -547331.437500 Penalty: 3952.801270
	Iteration 6Q: 3 clusters Score -547331.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -547458.187500 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -547458.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -547571.750000 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -547571.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -547764.187500 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -547764.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -547943.812500 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -547943.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -548044.625000 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -548044.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -548109.250000 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -548109.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -548152.250000 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -548152.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -548185.437500 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -548185.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -548205.000000 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -548205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -548215.187500 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -548215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -548220.437500 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -548220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -548223.437500 Penalty: 3952.801270
	Iteration 18Q: 3 clusters Score -548223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -548229.125000 Penalty: 3952.801270
	Iteration 19Q: 3 clusters Score -548229.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -548235.687500 Penalty: 3952.801270
	Iteration 20F: 3 clusters Score -548235.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -548240.500000 Penalty: 3952.801270
	Iteration 21Q: 3 clusters Score -548240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -548242.187500 Penalty: 3952.801270
	Iteration 22Q: 3 clusters Score -548242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -548242.937500 Penalty: 3952.801270
	Iteration 23Q: 3 clusters Score -548242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -548242.937500 Penalty: 3952.801270
	Iteration 24F: 3 clusters Score -548242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Entering Unmasked Estep 
Score: -4759116.000000 Penalty: 2486.122314
	Iteration 0F: 2 clusters Score -4759116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4746594.500000 Penalty: 4972.244629
	Iteration 0F: 3 clusters Score -4746594 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4751836.500000 Penalty: 4972.244629
	Iteration 1F: 3 clusters Score -4751836 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -4752265.500000 Penalty: 4972.244629
	Iteration 2F: 3 clusters Score -4752266 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -4752660.500000 Penalty: 4972.244629
	Iteration 3F: 3 clusters Score -4752660 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -4752957.500000 Penalty: 4972.244629
	Iteration 4Q: 3 clusters Score -4752958 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -4753210.500000 Penalty: 4972.244629
	Iteration 5Q: 3 clusters Score -4753210 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4753438.000000 Penalty: 4972.244629
	Iteration 6Q: 3 clusters Score -4753438 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4753723.000000 Penalty: 4972.244629
	Iteration 7Q: 3 clusters Score -4753723 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4754038.000000 Penalty: 4972.244629
	Iteration 8Q: 3 clusters Score -4754038 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4754428.000000 Penalty: 4972.244629
	Iteration 9Q: 3 clusters Score -4754428 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4755017.500000 Penalty: 4972.244629
	Iteration 10Q: 3 clusters Score -4755018 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4755939.500000 Penalty: 4972.244629
	Iteration 11F: 3 clusters Score -4755940 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4756860.500000 Penalty: 4972.244629
	Iteration 12F: 3 clusters Score -4756860 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4757581.000000 Penalty: 4972.244629
	Iteration 13Q: 3 clusters Score -4757581 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4758020.500000 Penalty: 4972.244629
	Iteration 14Q: 3 clusters Score -4758020 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4758237.500000 Penalty: 4972.244629
	Iteration 15Q: 3 clusters Score -4758238 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -4758496.000000 Penalty: 4972.244629
	Iteration 16Q: 3 clusters Score -4758496 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4758803.000000 Penalty: 4972.244629
	Iteration 17Q: 3 clusters Score -4758803 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4758950.000000 Penalty: 4972.244629
	Iteration 18Q: 3 clusters Score -4758950 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -4759092.500000 Penalty: 4972.244629
	Iteration 19Q: 3 clusters Score -4759092 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4759198.500000 Penalty: 4972.244629
	Iteration 20F: 3 clusters Score -4759198 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4759278.500000 Penalty: 4972.244629
	Iteration 21Q: 3 clusters Score -4759278 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -4759298.500000 Penalty: 4972.244629
	Iteration 22Q: 3 clusters Score -4759298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4759286.000000 Penalty: 4972.244629
	Iteration 23Q: 3 clusters Score -4759286 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -4759278.500000 Penalty: 4972.244629
	Iteration 24Q: 3 clusters Score -4759278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4759258.000000 Penalty: 4972.244629
	Iteration 25Q: 3 clusters Score -4759258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4759271.500000 Penalty: 4972.244629
	Iteration 26Q: 3 clusters Score -4759272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4759283.000000 Penalty: 4972.244629
	Iteration 27Q: 3 clusters Score -4759283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -4759273.500000 Penalty: 4972.244629
	Iteration 28Q: 3 clusters Score -4759274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -4759280.500000 Penalty: 4972.244629
	Iteration 29Q: 3 clusters Score -4759280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4759273.500000 Penalty: 4972.244629
	Iteration 30Q: 3 clusters Score -4759274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -4759280.500000 Penalty: 4972.244629
	Iteration 31Q: 3 clusters Score -4759280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4759288.500000 Penalty: 4972.244629
	Iteration 32Q: 3 clusters Score -4759288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4759269.000000 Penalty: 4972.244629
	Iteration 33Q: 3 clusters Score -4759269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4759282.000000 Penalty: 4972.244629
	Iteration 34Q: 3 clusters Score -4759282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -4759270.000000 Penalty: 4972.244629
	Iteration 35Q: 3 clusters Score -4759270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4759268.500000 Penalty: 4972.244629
	Iteration 36Q: 3 clusters Score -4759268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4759268.000000 Penalty: 4972.244629
	Iteration 37Q: 3 clusters Score -4759268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4759268.500000 Penalty: 4972.244629
	Iteration 38Q: 3 clusters Score -4759268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4759266.000000 Penalty: 4972.244629
	Iteration 39Q: 3 clusters Score -4759266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4759267.000000 Penalty: 4972.244629
	Iteration 40F: 3 clusters Score -4759267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4759268.000000 Penalty: 4972.244629
	Iteration 41Q: 3 clusters Score -4759268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -4759263.500000 Penalty: 4972.244629
	Iteration 42Q: 3 clusters Score -4759264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4759268.000000 Penalty: 4972.244629
	Iteration 43Q: 3 clusters Score -4759268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4759268.000000 Penalty: 4972.244629
	Iteration 44F: 3 clusters Score -4759268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 28396 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 15806 members 
Mstep: Class 13 contains 37493 members 
Mstep: Class 14 contains 33886 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16238 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7874 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 42897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 15545 members 
Mstep: Class 28 contains 27955 members 
Mstep: Class 29 contains 26439 members 
Mstep: Class 30 contains 4030 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23493 members 
Mstep: Class 33 contains 16848 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2687 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19299 members 
Mstep: Class 42 contains 21076 members 
Mstep: Class 43 contains 6592 members 
Mstep: Class 44 contains 64832 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15932 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 42075 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2474 members 
Mstep: Class 51 contains 15774 members 
Mstep: Class 52 contains 8502 members 
Mstep: Class 53 contains 3196 members 
Mstep: Class 54 contains 14284 members 
Mstep: Class 55 contains 26665 members 
Mstep: Class 56 contains 18422 members 
Mstep: Class 57 contains 2130 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15050 members 
Mstep: Class 60 contains 35660 members 
Mstep: Class 61 contains 5183 members 
Mstep: Class 62 contains 16267 members 
Mstep: Class 63 contains 26557 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24786 members 
Mstep: Class 67 contains 36405 members 
Mstep: Class 68 contains 31796 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33803 members 
Mstep: Class 71 contains 6771 members 
Entering Unmasked Estep 
Score: -161342112.000000 Penalty: 240168.750000
Splitting cluster 12 changes total score from -161342400.000000 to -161342112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (37493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Entering Unmasked Estep 
Score: -7242228.000000 Penalty: 2611.913574
	Iteration 0F: 2 clusters Score -7242228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -7220243.000000 Penalty: 5223.827148
	Iteration 0F: 3 clusters Score -7220243 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -7229657.500000 Penalty: 5223.827148
	Iteration 1F: 3 clusters Score -7229658 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -7230176.500000 Penalty: 5223.827148
	Iteration 2Q: 3 clusters Score -7230176 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -7230707.500000 Penalty: 5223.827148
	Iteration 3Q: 3 clusters Score -7230708 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -7231385.500000 Penalty: 5223.827148
	Iteration 4Q: 3 clusters Score -7231386 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -7232326.000000 Penalty: 5223.827148
	Iteration 5F: 3 clusters Score -7232326 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -7233644.000000 Penalty: 5223.827148
	Iteration 6F: 3 clusters Score -7233644 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -7235182.500000 Penalty: 5223.827148
	Iteration 7F: 3 clusters Score -7235182 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -7236638.000000 Penalty: 5223.827148
	Iteration 8F: 3 clusters Score -7236638 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7237872.500000 Penalty: 5223.827148
	Iteration 9F: 3 clusters Score -7237872 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7238751.500000 Penalty: 5223.827148
	Iteration 10Q: 3 clusters Score -7238752 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7239293.500000 Penalty: 5223.827148
	Iteration 11Q: 3 clusters Score -7239294 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7239617.000000 Penalty: 5223.827148
	Iteration 12Q: 3 clusters Score -7239617 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7239772.000000 Penalty: 5223.827148
	Iteration 13Q: 3 clusters Score -7239772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7239846.500000 Penalty: 5223.827148
	Iteration 14Q: 3 clusters Score -7239846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7239899.000000 Penalty: 5223.827148
	Iteration 15Q: 3 clusters Score -7239899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7239920.500000 Penalty: 5223.827148
	Iteration 16Q: 3 clusters Score -7239920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7239927.000000 Penalty: 5223.827148
	Iteration 17Q: 3 clusters Score -7239927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7239940.000000 Penalty: 5223.827148
	Iteration 18Q: 3 clusters Score -7239940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7239938.000000 Penalty: 5223.827148
	Iteration 19Q: 3 clusters Score -7239938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7239951.500000 Penalty: 5223.827148
	Iteration 20F: 3 clusters Score -7239952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7239957.500000 Penalty: 5223.827148
	Iteration 21Q: 3 clusters Score -7239958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7239957.500000 Penalty: 5223.827148
	Iteration 22Q: 3 clusters Score -7239958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7239970.500000 Penalty: 5223.827148
	Iteration 23Q: 3 clusters Score -7239970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7239979.000000 Penalty: 5223.827148
	Iteration 24Q: 3 clusters Score -7239979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7239992.500000 Penalty: 5223.827148
	Iteration 25Q: 3 clusters Score -7239992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7239990.500000 Penalty: 5223.827148
	Iteration 26Q: 3 clusters Score -7239990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7239993.000000 Penalty: 5223.827148
	Iteration 27Q: 3 clusters Score -7239993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7239993.000000 Penalty: 5223.827148
	Iteration 28F: 3 clusters Score -7239993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Entering Unmasked Estep 
Score: -6596958.000000 Penalty: 2586.827881
	Iteration 0F: 2 clusters Score -6596958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -6576780.500000 Penalty: 5173.655762
	Iteration 0F: 3 clusters Score -6576780 nChanged 15353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -6584907.000000 Penalty: 5173.655762
	Iteration 1F: 3 clusters Score -6584907 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -6585399.000000 Penalty: 5173.655762
	Iteration 2Q: 3 clusters Score -6585399 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -6585794.500000 Penalty: 5173.655762
	Iteration 3Q: 3 clusters Score -6585794 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -6586234.000000 Penalty: 5173.655762
	Iteration 4Q: 3 clusters Score -6586234 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -6586744.000000 Penalty: 5173.655762
	Iteration 5Q: 3 clusters Score -6586744 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -6587417.000000 Penalty: 5173.655762
	Iteration 6Q: 3 clusters Score -6587417 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -6588310.500000 Penalty: 5173.655762
	Iteration 7F: 3 clusters Score -6588310 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -6589672.500000 Penalty: 5173.655762
	Iteration 8F: 3 clusters Score -6589672 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -6591301.000000 Penalty: 5173.655762
	Iteration 9F: 3 clusters Score -6591301 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -6592673.500000 Penalty: 5173.655762
	Iteration 10F: 3 clusters Score -6592674 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -6593508.500000 Penalty: 5173.655762
	Iteration 11Q: 3 clusters Score -6593508 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6593981.500000 Penalty: 5173.655762
	Iteration 12Q: 3 clusters Score -6593982 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6594299.500000 Penalty: 5173.655762
	Iteration 13Q: 3 clusters Score -6594300 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6594502.000000 Penalty: 5173.655762
	Iteration 14Q: 3 clusters Score -6594502 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6594626.500000 Penalty: 5173.655762
	Iteration 15Q: 3 clusters Score -6594626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6594711.500000 Penalty: 5173.655762
	Iteration 16Q: 3 clusters Score -6594712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6594743.500000 Penalty: 5173.655762
	Iteration 17Q: 3 clusters Score -6594744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6594776.500000 Penalty: 5173.655762
	Iteration 18Q: 3 clusters Score -6594776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6594794.000000 Penalty: 5173.655762
	Iteration 19Q: 3 clusters Score -6594794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6594819.500000 Penalty: 5173.655762
	Iteration 20F: 3 clusters Score -6594820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6594818.500000 Penalty: 5173.655762
	Iteration 21Q: 3 clusters Score -6594818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6594825.500000 Penalty: 5173.655762
	Iteration 22Q: 3 clusters Score -6594826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6594838.000000 Penalty: 5173.655762
	Iteration 23Q: 3 clusters Score -6594838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6594845.000000 Penalty: 5173.655762
	Iteration 24Q: 3 clusters Score -6594845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6594848.000000 Penalty: 5173.655762
	Iteration 25Q: 3 clusters Score -6594848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6594853.500000 Penalty: 5173.655762
	Iteration 26Q: 3 clusters Score -6594854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6594845.000000 Penalty: 5173.655762
	Iteration 27Q: 3 clusters Score -6594845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6594860.500000 Penalty: 5173.655762
	Iteration 28Q: 3 clusters Score -6594860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6594858.500000 Penalty: 5173.655762
	Iteration 29Q: 3 clusters Score -6594858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6594856.500000 Penalty: 5173.655762
	Iteration 30Q: 3 clusters Score -6594856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6594852.500000 Penalty: 5173.655762
	Iteration 31Q: 3 clusters Score -6594852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6594853.000000 Penalty: 5173.655762
	Iteration 32Q: 3 clusters Score -6594853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6594858.500000 Penalty: 5173.655762
	Iteration 33Q: 3 clusters Score -6594858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6594858.500000 Penalty: 5173.655762
	Iteration 34F: 3 clusters Score -6594858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1356182.875000 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -1356183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1350189.000000 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -1350189 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1351810.625000 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -1351811 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1352232.125000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -1352232 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1352585.500000 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -1352586 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1352872.750000 Penalty: 4415.550781
	Iteration 4F: 3 clusters Score -1352873 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1353148.375000 Penalty: 4415.550781
	Iteration 5F: 3 clusters Score -1353148 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1353381.500000 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -1353382 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1353564.625000 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -1353565 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1353710.000000 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -1353710 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1353817.375000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -1353817 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1353884.875000 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -1353885 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1353947.500000 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -1353948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1354008.125000 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -1354008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1354062.250000 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -1354062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1354107.750000 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -1354108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1354146.000000 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -1354146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1354186.125000 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -1354186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1354232.250000 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -1354232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1354276.000000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -1354276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1354322.625000 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -1354323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1354360.500000 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -1354360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1354397.125000 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -1354397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1354434.250000 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -1354434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1354467.125000 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -1354467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1354507.125000 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -1354507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1354539.250000 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -1354539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1354556.875000 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -1354557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1354572.500000 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -1354572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1354584.250000 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -1354584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1354588.875000 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -1354589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1354599.250000 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -1354599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1354607.250000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -1354607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1354606.500000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -1354606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1354613.250000 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -1354613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1354618.375000 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -1354618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1354617.750000 Penalty: 4415.550781
	Iteration 35Q: 3 clusters Score -1354618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1354618.000000 Penalty: 4415.550781
	Iteration 36Q: 3 clusters Score -1354618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1354618.000000 Penalty: 4415.550781
	Iteration 37F: 3 clusters Score -1354618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -22830.839844 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -22830.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21675.861328 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -21675.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22110.562500 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -22110.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22272.267578 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -22272.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22372.572266 Penalty: 2945.018066
	Iteration 3F: 3 clusters Score -22372.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22478.736328 Penalty: 2945.018066
	Iteration 4F: 3 clusters Score -22478.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22567.695312 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -22567.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22704.083984 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -22704.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22767.173828 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -22767.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22822.066406 Penalty: 2945.018066
	Iteration 8Q: 3 clusters Score -22822.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22861.263672 Penalty: 2945.018066
	Iteration 9Q: 3 clusters Score -22861.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22926.857422 Penalty: 2945.018066
	Iteration 10Q: 3 clusters Score -22926.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22958.648438 Penalty: 2945.018066
	Iteration 11Q: 3 clusters Score -22958.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22982.345703 Penalty: 2945.018066
	Iteration 12Q: 3 clusters Score -22982.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22997.310547 Penalty: 2945.018066
	Iteration 13Q: 3 clusters Score -22997.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23000.150391 Penalty: 2945.018066
	Iteration 14Q: 3 clusters Score -23000.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23003.707031 Penalty: 2945.018066
	Iteration 15F: 3 clusters Score -23003.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23028.099609 Penalty: 2945.018066
	Iteration 16Q: 3 clusters Score -23028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23044.763672 Penalty: 2945.018066
	Iteration 17Q: 3 clusters Score -23044.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23052.031250 Penalty: 2945.018066
	Iteration 18Q: 3 clusters Score -23052.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23053.787109 Penalty: 2945.018066
	Iteration 19Q: 3 clusters Score -23053.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23053.787109 Penalty: 2945.018066
	Iteration 20F: 3 clusters Score -23053.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 28396 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 22577 members 
Mstep: Class 13 contains 37493 members 
Mstep: Class 14 contains 33886 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 201 members 
Mstep: Class 17 contains 16238 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7874 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 42897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 15545 members 
Mstep: Class 28 contains 27955 members 
Mstep: Class 29 contains 26439 members 
Mstep: Class 30 contains 4030 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23493 members 
Mstep: Class 33 contains 16848 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2687 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19299 members 
Mstep: Class 42 contains 21076 members 
Mstep: Class 43 contains 6592 members 
Mstep: Class 44 contains 64832 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15932 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 42075 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2474 members 
Mstep: Class 51 contains 15774 members 
Mstep: Class 52 contains 8502 members 
Mstep: Class 53 contains 3196 members 
Mstep: Class 54 contains 14284 members 
Mstep: Class 55 contains 26665 members 
Mstep: Class 56 contains 18422 members 
Mstep: Class 57 contains 2130 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15050 members 
Mstep: Class 60 contains 35660 members 
Mstep: Class 61 contains 5183 members 
Mstep: Class 62 contains 16267 members 
Mstep: Class 63 contains 26557 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24786 members 
Mstep: Class 67 contains 36405 members 
Mstep: Class 68 contains 31796 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33803 members 
Mstep: Class 71 contains 178 members 
Entering Unmasked Estep 
Score: -161341152.000000 Penalty: 240168.750000
Splitting cluster 16 changes total score from -161342400.000000 to -161341152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (16238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Entering Unmasked Estep 
Score: -3251423.500000 Penalty: 2404.387207
	Iteration 0F: 2 clusters Score -3251424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3240057.250000 Penalty: 4808.774414
	Iteration 0F: 3 clusters Score -3240057 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3243793.250000 Penalty: 4808.774414
	Iteration 1F: 3 clusters Score -3243793 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3244141.250000 Penalty: 4808.774414
	Iteration 2F: 3 clusters Score -3244141 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3244392.500000 Penalty: 4808.774414
	Iteration 3Q: 3 clusters Score -3244392 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3244588.000000 Penalty: 4808.774414
	Iteration 4Q: 3 clusters Score -3244588 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3244733.000000 Penalty: 4808.774414
	Iteration 5Q: 3 clusters Score -3244733 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3244851.500000 Penalty: 4808.774414
	Iteration 6Q: 3 clusters Score -3244852 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3244932.500000 Penalty: 4808.774414
	Iteration 7Q: 3 clusters Score -3244932 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3244990.250000 Penalty: 4808.774414
	Iteration 8Q: 3 clusters Score -3244990 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3245065.750000 Penalty: 4808.774414
	Iteration 9Q: 3 clusters Score -3245066 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3245131.250000 Penalty: 4808.774414
	Iteration 10Q: 3 clusters Score -3245131 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3245196.500000 Penalty: 4808.774414
	Iteration 11Q: 3 clusters Score -3245196 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3245274.250000 Penalty: 4808.774414
	Iteration 12Q: 3 clusters Score -3245274 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3245366.250000 Penalty: 4808.774414
	Iteration 13Q: 3 clusters Score -3245366 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3245469.000000 Penalty: 4808.774414
	Iteration 14Q: 3 clusters Score -3245469 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3245593.500000 Penalty: 4808.774414
	Iteration 15Q: 3 clusters Score -3245594 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3245753.750000 Penalty: 4808.774414
	Iteration 16Q: 3 clusters Score -3245754 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3245955.500000 Penalty: 4808.774414
	Iteration 17Q: 3 clusters Score -3245956 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3246249.000000 Penalty: 4808.774414
	Iteration 18Q: 3 clusters Score -3246249 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3246647.250000 Penalty: 4808.774414
	Iteration 19Q: 3 clusters Score -3246647 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3247124.500000 Penalty: 4808.774414
	Iteration 20F: 3 clusters Score -3247124 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3247621.250000 Penalty: 4808.774414
	Iteration 21Q: 3 clusters Score -3247621 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3248122.750000 Penalty: 4808.774414
	Iteration 22Q: 3 clusters Score -3248123 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3248504.000000 Penalty: 4808.774414
	Iteration 23Q: 3 clusters Score -3248504 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3248788.500000 Penalty: 4808.774414
	Iteration 24Q: 3 clusters Score -3248788 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3248981.750000 Penalty: 4808.774414
	Iteration 25Q: 3 clusters Score -3248982 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3249112.250000 Penalty: 4808.774414
	Iteration 26Q: 3 clusters Score -3249112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3249203.500000 Penalty: 4808.774414
	Iteration 27Q: 3 clusters Score -3249204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3249253.250000 Penalty: 4808.774414
	Iteration 28Q: 3 clusters Score -3249253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3249296.250000 Penalty: 4808.774414
	Iteration 29Q: 3 clusters Score -3249296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3249327.000000 Penalty: 4808.774414
	Iteration 30Q: 3 clusters Score -3249327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3249360.750000 Penalty: 4808.774414
	Iteration 31Q: 3 clusters Score -3249361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3249387.750000 Penalty: 4808.774414
	Iteration 32Q: 3 clusters Score -3249388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3249396.000000 Penalty: 4808.774414
	Iteration 33Q: 3 clusters Score -3249396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3249404.250000 Penalty: 4808.774414
	Iteration 34Q: 3 clusters Score -3249404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3249402.000000 Penalty: 4808.774414
	Iteration 35Q: 3 clusters Score -3249402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3249402.250000 Penalty: 4808.774414
	Iteration 36Q: 3 clusters Score -3249402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3249402.250000 Penalty: 4808.774414
	Iteration 37F: 3 clusters Score -3249402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -154182.328125 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -154182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -152369.265625 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -152369.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -152639.203125 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -152639.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -152722.546875 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -152722.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -152772.578125 Penalty: 3355.459229
	Iteration 3Q: 3 clusters Score -152772.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152814.359375 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -152814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -152841.375000 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -152841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -152852.609375 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -152852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -152858.453125 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -152858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -152862.062500 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -152862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -152863.250000 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -152863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -152863.828125 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -152863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -152863.828125 Penalty: 3355.459229
	Iteration 11F: 3 clusters Score -152863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Entering Unmasked Estep 
Score: -1583571.125000 Penalty: 2224.887695
	Iteration 0F: 2 clusters Score -1583571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1577208.500000 Penalty: 4449.775391
	Iteration 0F: 3 clusters Score -1577208 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1578892.500000 Penalty: 4449.775391
	Iteration 1F: 3 clusters Score -1578892 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1579147.875000 Penalty: 4449.775391
	Iteration 2F: 3 clusters Score -1579148 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1579312.750000 Penalty: 4449.775391
	Iteration 3Q: 3 clusters Score -1579313 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1579425.750000 Penalty: 4449.775391
	Iteration 4Q: 3 clusters Score -1579426 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1579529.500000 Penalty: 4449.775391
	Iteration 5Q: 3 clusters Score -1579530 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1579620.375000 Penalty: 4449.775391
	Iteration 6Q: 3 clusters Score -1579620 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1579692.500000 Penalty: 4449.775391
	Iteration 7Q: 3 clusters Score -1579692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1579742.625000 Penalty: 4449.775391
	Iteration 8Q: 3 clusters Score -1579743 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1579809.750000 Penalty: 4449.775391
	Iteration 9Q: 3 clusters Score -1579810 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1579893.750000 Penalty: 4449.775391
	Iteration 10Q: 3 clusters Score -1579894 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1579973.875000 Penalty: 4449.775391
	Iteration 11Q: 3 clusters Score -1579974 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1580064.125000 Penalty: 4449.775391
	Iteration 12Q: 3 clusters Score -1580064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1580173.375000 Penalty: 4449.775391
	Iteration 13Q: 3 clusters Score -1580173 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1580304.125000 Penalty: 4449.775391
	Iteration 14Q: 3 clusters Score -1580304 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1580441.000000 Penalty: 4449.775391
	Iteration 15Q: 3 clusters Score -1580441 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1580606.500000 Penalty: 4449.775391
	Iteration 16Q: 3 clusters Score -1580606 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1580781.125000 Penalty: 4449.775391
	Iteration 17Q: 3 clusters Score -1580781 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1580974.000000 Penalty: 4449.775391
	Iteration 18Q: 3 clusters Score -1580974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1581123.125000 Penalty: 4449.775391
	Iteration 19Q: 3 clusters Score -1581123 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1581232.875000 Penalty: 4449.775391
	Iteration 20F: 3 clusters Score -1581233 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1581329.000000 Penalty: 4449.775391
	Iteration 21Q: 3 clusters Score -1581329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1581394.250000 Penalty: 4449.775391
	Iteration 22Q: 3 clusters Score -1581394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1581448.625000 Penalty: 4449.775391
	Iteration 23Q: 3 clusters Score -1581449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1581486.750000 Penalty: 4449.775391
	Iteration 24Q: 3 clusters Score -1581487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1581506.625000 Penalty: 4449.775391
	Iteration 25Q: 3 clusters Score -1581507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1581521.500000 Penalty: 4449.775391
	Iteration 26Q: 3 clusters Score -1581522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1581536.000000 Penalty: 4449.775391
	Iteration 27Q: 3 clusters Score -1581536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1581542.125000 Penalty: 4449.775391
	Iteration 28Q: 3 clusters Score -1581542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1581547.500000 Penalty: 4449.775391
	Iteration 29Q: 3 clusters Score -1581548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1581552.500000 Penalty: 4449.775391
	Iteration 30Q: 3 clusters Score -1581552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1581561.500000 Penalty: 4449.775391
	Iteration 31Q: 3 clusters Score -1581562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1581566.000000 Penalty: 4449.775391
	Iteration 32Q: 3 clusters Score -1581566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1581571.625000 Penalty: 4449.775391
	Iteration 33Q: 3 clusters Score -1581572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1581570.125000 Penalty: 4449.775391
	Iteration 34Q: 3 clusters Score -1581570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1581574.250000 Penalty: 4449.775391
	Iteration 35Q: 3 clusters Score -1581574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1581584.750000 Penalty: 4449.775391
	Iteration 36Q: 3 clusters Score -1581585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1581586.250000 Penalty: 4449.775391
	Iteration 37Q: 3 clusters Score -1581586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1581592.250000 Penalty: 4449.775391
	Iteration 38Q: 3 clusters Score -1581592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1581598.375000 Penalty: 4449.775391
	Iteration 39Q: 3 clusters Score -1581598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1581600.125000 Penalty: 4449.775391
	Iteration 40F: 3 clusters Score -1581600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1581605.375000 Penalty: 4449.775391
	Iteration 41Q: 3 clusters Score -1581605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1581609.750000 Penalty: 4449.775391
	Iteration 42Q: 3 clusters Score -1581610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1581612.250000 Penalty: 4449.775391
	Iteration 43Q: 3 clusters Score -1581612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1581619.375000 Penalty: 4449.775391
	Iteration 44Q: 3 clusters Score -1581619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1581626.500000 Penalty: 4449.775391
	Iteration 45Q: 3 clusters Score -1581626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1581627.750000 Penalty: 4449.775391
	Iteration 46Q: 3 clusters Score -1581628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1581627.625000 Penalty: 4449.775391
	Iteration 47Q: 3 clusters Score -1581628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1581628.000000 Penalty: 4449.775391
	Iteration 48Q: 3 clusters Score -1581628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1581629.750000 Penalty: 4449.775391
	Iteration 49Q: 3 clusters Score -1581630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1581629.750000 Penalty: 4449.775391
	Iteration 50F: 3 clusters Score -1581630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67114.367188 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -67114.37 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 199 members 
Entering Unmasked Estep 
Score: -65728.375000 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -65728.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65849.031250 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -65849.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65887.007812 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -65887.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65906.328125 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -65906.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65925.164062 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -65925.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65930.257812 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -65930.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65932.335938 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -65932.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65935.148438 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -65935.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65935.148438 Penalty: 2956.658691
	Iteration 8F: 3 clusters Score -65935.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -263622.781250 Penalty: 1815.490723
	Iteration 0F: 2 clusters Score -263622.8 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 788 members 
Entering Unmasked Estep 
Score: -261374.656250 Penalty: 3630.981445
	Iteration 0F: 3 clusters Score -261374.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -262105.703125 Penalty: 3630.981445
	Iteration 1F: 3 clusters Score -262105.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -262536.218750 Penalty: 3630.981445
	Iteration 2F: 3 clusters Score -262536.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -262810.875000 Penalty: 3630.981445
	Iteration 3F: 3 clusters Score -262810.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -262988.062500 Penalty: 3630.981445
	Iteration 4F: 3 clusters Score -262988.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -263131.656250 Penalty: 3630.981445
	Iteration 5Q: 3 clusters Score -263131.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -263252.875000 Penalty: 3630.981445
	Iteration 6Q: 3 clusters Score -263252.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -263329.406250 Penalty: 3630.981445
	Iteration 7Q: 3 clusters Score -263329.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -263379.437500 Penalty: 3630.981445
	Iteration 8Q: 3 clusters Score -263379.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -263407.843750 Penalty: 3630.981445
	Iteration 9Q: 3 clusters Score -263407.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -263429.906250 Penalty: 3630.981445
	Iteration 10Q: 3 clusters Score -263429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -263450.031250 Penalty: 3630.981445
	Iteration 11Q: 3 clusters Score -263450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -263468.843750 Penalty: 3630.981445
	Iteration 12Q: 3 clusters Score -263468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -263473.125000 Penalty: 3630.981445
	Iteration 13Q: 3 clusters Score -263473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -263474.718750 Penalty: 3630.981445
	Iteration 14Q: 3 clusters Score -263474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -263476.375000 Penalty: 3630.981445
	Iteration 15Q: 3 clusters Score -263476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -263477.812500 Penalty: 3630.981445
	Iteration 16Q: 3 clusters Score -263477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -263478.687500 Penalty: 3630.981445
	Iteration 17Q: 3 clusters Score -263478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -263481.781250 Penalty: 3630.981445
	Iteration 18Q: 3 clusters Score -263481.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -263481.781250 Penalty: 3630.981445
	Iteration 19F: 3 clusters Score -263481.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 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 263 members 
Entering Unmasked Estep 
Score: -78484.109375 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78484.11 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78894.000000 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79069.632812 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -79069.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79153.640625 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -79153.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -79213.671875 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -79213.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79266.257812 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -79266.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -79286.289062 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -79286.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -79315.632812 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -79315.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -79332.203125 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -79332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -79365.007812 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -79365.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -79379.101562 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -79379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79421.171875 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -79421.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -79463.281250 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -79463.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79527.648438 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -79527.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79565.796875 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -79565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79617.710938 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -79617.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79627.226562 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -79627.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -79634.500000 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -79634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -79645.210938 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -79645.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79646.382812 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -79646.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79651.085938 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -79651.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79674.054688 Penalty: 3099.987793
	Iteration 21Q: 3 clusters Score -79674.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79696.062500 Penalty: 3099.987793
	Iteration 22Q: 3 clusters Score -79696.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79708.351562 Penalty: 3099.987793
	Iteration 23Q: 3 clusters Score -79708.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79729.289062 Penalty: 3099.987793
	Iteration 24Q: 3 clusters Score -79729.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79729.289062 Penalty: 3099.987793
	Iteration 25F: 3 clusters Score -79729.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Entering Unmasked Estep 
Score: -1011935.437500 Penalty: 2129.367676
	Iteration 0F: 2 clusters Score -1011935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1007176.312500 Penalty: 4258.735352
	Iteration 0F: 3 clusters Score -1007176 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1008305.000000 Penalty: 4258.735352
	Iteration 1F: 3 clusters Score -1008305 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1008548.687500 Penalty: 4258.735352
	Iteration 2F: 3 clusters Score -1008549 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1008710.625000 Penalty: 4258.735352
	Iteration 3F: 3 clusters Score -1008711 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1008821.375000 Penalty: 4258.735352
	Iteration 4Q: 3 clusters Score -1008821 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1008949.625000 Penalty: 4258.735352
	Iteration 5Q: 3 clusters Score -1008950 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1009067.875000 Penalty: 4258.735352
	Iteration 6Q: 3 clusters Score -1009068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1009171.187500 Penalty: 4258.735352
	Iteration 7Q: 3 clusters Score -1009171 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1009251.937500 Penalty: 4258.735352
	Iteration 8Q: 3 clusters Score -1009252 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1009337.937500 Penalty: 4258.735352
	Iteration 9Q: 3 clusters Score -1009338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1009420.562500 Penalty: 4258.735352
	Iteration 10Q: 3 clusters Score -1009421 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1009510.312500 Penalty: 4258.735352
	Iteration 11Q: 3 clusters Score -1009510 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1009595.187500 Penalty: 4258.735352
	Iteration 12Q: 3 clusters Score -1009595 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1009670.625000 Penalty: 4258.735352
	Iteration 13Q: 3 clusters Score -1009671 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1009732.187500 Penalty: 4258.735352
	Iteration 14Q: 3 clusters Score -1009732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1009783.500000 Penalty: 4258.735352
	Iteration 15Q: 3 clusters Score -1009784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1009833.125000 Penalty: 4258.735352
	Iteration 16Q: 3 clusters Score -1009833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1009881.250000 Penalty: 4258.735352
	Iteration 17Q: 3 clusters Score -1009881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1009920.812500 Penalty: 4258.735352
	Iteration 18Q: 3 clusters Score -1009921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1009956.062500 Penalty: 4258.735352
	Iteration 19Q: 3 clusters Score -1009956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1009980.437500 Penalty: 4258.735352
	Iteration 20F: 3 clusters Score -1009980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1009999.062500 Penalty: 4258.735352
	Iteration 21Q: 3 clusters Score -1009999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1010014.250000 Penalty: 4258.735352
	Iteration 22Q: 3 clusters Score -1010014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1010022.687500 Penalty: 4258.735352
	Iteration 23Q: 3 clusters Score -1010023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1010034.437500 Penalty: 4258.735352
	Iteration 24Q: 3 clusters Score -1010034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1010043.187500 Penalty: 4258.735352
	Iteration 25Q: 3 clusters Score -1010043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1010050.562500 Penalty: 4258.735352
	Iteration 26Q: 3 clusters Score -1010051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1010056.500000 Penalty: 4258.735352
	Iteration 27Q: 3 clusters Score -1010056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1010064.312500 Penalty: 4258.735352
	Iteration 28Q: 3 clusters Score -1010064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1010069.125000 Penalty: 4258.735352
	Iteration 29Q: 3 clusters Score -1010069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1010073.812500 Penalty: 4258.735352
	Iteration 30Q: 3 clusters Score -1010074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1010076.750000 Penalty: 4258.735352
	Iteration 31Q: 3 clusters Score -1010077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1010082.750000 Penalty: 4258.735352
	Iteration 32Q: 3 clusters Score -1010083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1010089.437500 Penalty: 4258.735352
	Iteration 33Q: 3 clusters Score -1010089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1010093.500000 Penalty: 4258.735352
	Iteration 34Q: 3 clusters Score -1010094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1010098.750000 Penalty: 4258.735352
	Iteration 35Q: 3 clusters Score -1010099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1010100.750000 Penalty: 4258.735352
	Iteration 36Q: 3 clusters Score -1010101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1010100.812500 Penalty: 4258.735352
	Iteration 37Q: 3 clusters Score -1010101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1010106.750000 Penalty: 4258.735352
	Iteration 38Q: 3 clusters Score -1010107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1010109.625000 Penalty: 4258.735352
	Iteration 39Q: 3 clusters Score -1010110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1010111.875000 Penalty: 4258.735352
	Iteration 40F: 3 clusters Score -1010112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1010116.375000 Penalty: 4258.735352
	Iteration 41Q: 3 clusters Score -1010116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1010118.375000 Penalty: 4258.735352
	Iteration 42Q: 3 clusters Score -1010118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1010121.875000 Penalty: 4258.735352
	Iteration 43Q: 3 clusters Score -1010122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1010122.125000 Penalty: 4258.735352
	Iteration 44Q: 3 clusters Score -1010122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1010121.250000 Penalty: 4258.735352
	Iteration 45Q: 3 clusters Score -1010121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1010122.125000 Penalty: 4258.735352
	Iteration 46Q: 3 clusters Score -1010122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1010122.125000 Penalty: 4258.735352
	Iteration 47F: 3 clusters Score -1010122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Entering Unmasked Estep 
Score: -8209981.000000 Penalty: 2645.306152
	Iteration 0F: 2 clusters Score -8209981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -8183160.500000 Penalty: 5290.612305
	Iteration 0F: 3 clusters Score -8183160 nChanged 19752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -8193952.000000 Penalty: 5290.612305
	Iteration 1F: 3 clusters Score -8193952 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -8194458.000000 Penalty: 5290.612305
	Iteration 2Q: 3 clusters Score -8194458 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -8194806.500000 Penalty: 5290.612305
	Iteration 3Q: 3 clusters Score -8194806 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8195183.500000 Penalty: 5290.612305
	Iteration 4Q: 3 clusters Score -8195184 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -8195658.000000 Penalty: 5290.612305
	Iteration 5Q: 3 clusters Score -8195658 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -8196199.000000 Penalty: 5290.612305
	Iteration 6Q: 3 clusters Score -8196199 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -8197038.000000 Penalty: 5290.612305
	Iteration 7Q: 3 clusters Score -8197038 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -8198257.000000 Penalty: 5290.612305
	Iteration 8F: 3 clusters Score -8198257 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -8199824.500000 Penalty: 5290.612305
	Iteration 9F: 3 clusters Score -8199824 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -8201687.500000 Penalty: 5290.612305
	Iteration 10F: 3 clusters Score -8201688 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -8203335.000000 Penalty: 5290.612305
	Iteration 11F: 3 clusters Score -8203335 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -8204511.500000 Penalty: 5290.612305
	Iteration 12Q: 3 clusters Score -8204512 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -8205306.000000 Penalty: 5290.612305
	Iteration 13Q: 3 clusters Score -8205306 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -8205901.500000 Penalty: 5290.612305
	Iteration 14Q: 3 clusters Score -8205902 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -8206323.500000 Penalty: 5290.612305
	Iteration 15Q: 3 clusters Score -8206324 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -8206788.500000 Penalty: 5290.612305
	Iteration 16Q: 3 clusters Score -8206788 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -8207090.000000 Penalty: 5290.612305
	Iteration 17Q: 3 clusters Score -8207090 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -8207298.500000 Penalty: 5290.612305
	Iteration 18Q: 3 clusters Score -8207298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8207481.000000 Penalty: 5290.612305
	Iteration 19Q: 3 clusters Score -8207481 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -8207594.500000 Penalty: 5290.612305
	Iteration 20F: 3 clusters Score -8207594 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -8207679.000000 Penalty: 5290.612305
	Iteration 21Q: 3 clusters Score -8207679 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -8207689.500000 Penalty: 5290.612305
	Iteration 22Q: 3 clusters Score -8207690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8207761.500000 Penalty: 5290.612305
	Iteration 23Q: 3 clusters Score -8207762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8207776.500000 Penalty: 5290.612305
	Iteration 24Q: 3 clusters Score -8207776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -8207781.500000 Penalty: 5290.612305
	Iteration 25Q: 3 clusters Score -8207782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8207806.000000 Penalty: 5290.612305
	Iteration 26Q: 3 clusters Score -8207806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -8207811.500000 Penalty: 5290.612305
	Iteration 27Q: 3 clusters Score -8207812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -8207829.500000 Penalty: 5290.612305
	Iteration 28Q: 3 clusters Score -8207830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -8207840.000000 Penalty: 5290.612305
	Iteration 29Q: 3 clusters Score -8207840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -8207856.500000 Penalty: 5290.612305
	Iteration 30Q: 3 clusters Score -8207856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -8207865.500000 Penalty: 5290.612305
	Iteration 31Q: 3 clusters Score -8207866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -8207866.000000 Penalty: 5290.612305
	Iteration 32Q: 3 clusters Score -8207866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -8207880.000000 Penalty: 5290.612305
	Iteration 33Q: 3 clusters Score -8207880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -8207883.500000 Penalty: 5290.612305
	Iteration 34Q: 3 clusters Score -8207884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -8207898.500000 Penalty: 5290.612305
	Iteration 35Q: 3 clusters Score -8207898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -8207895.500000 Penalty: 5290.612305
	Iteration 36Q: 3 clusters Score -8207896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8207895.500000 Penalty: 5290.612305
	Iteration 37Q: 3 clusters Score -8207896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8207893.500000 Penalty: 5290.612305
	Iteration 38Q: 3 clusters Score -8207894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8207901.000000 Penalty: 5290.612305
	Iteration 39Q: 3 clusters Score -8207901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -8207903.000000 Penalty: 5290.612305
	Iteration 40F: 3 clusters Score -8207903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -8207904.000000 Penalty: 5290.612305
	Iteration 41Q: 3 clusters Score -8207904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -8207911.500000 Penalty: 5290.612305
	Iteration 42Q: 3 clusters Score -8207912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -8207911.500000 Penalty: 5290.612305
	Iteration 43Q: 3 clusters Score -8207912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -8207916.500000 Penalty: 5290.612305
	Iteration 44Q: 3 clusters Score -8207916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -8207920.500000 Penalty: 5290.612305
	Iteration 45Q: 3 clusters Score -8207920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8207921.500000 Penalty: 5290.612305
	Iteration 46Q: 3 clusters Score -8207922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8207919.000000 Penalty: 5290.612305
	Iteration 47Q: 3 clusters Score -8207919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8207919.000000 Penalty: 5290.612305
	Iteration 48F: 3 clusters Score -8207919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -234726.171875 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -234726.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -232661.609375 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -232661.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -233038.453125 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -233038.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -233306.828125 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -233306.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -233474.984375 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -233475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -233675.515625 Penalty: 3513.776367
	Iteration 4F: 3 clusters Score -233675.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -233883.656250 Penalty: 3513.776367
	Iteration 5F: 3 clusters Score -233883.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -234071.703125 Penalty: 3513.776367
	Iteration 6F: 3 clusters Score -234071.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -234237.656250 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -234237.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -234335.609375 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -234335.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -234379.765625 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -234379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -234394.156250 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -234394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -234404.265625 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -234404.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234409.453125 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -234409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -234411.218750 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -234411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -234411.218750 Penalty: 3513.776367
	Iteration 14F: 3 clusters Score -234411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -111225.429688 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -111225.4 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 269 members 
Entering Unmasked Estep 
Score: -109644.796875 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -109644.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109835.406250 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -109835.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109876.750000 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -109876.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109893.625000 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -109893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109896.414062 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -109896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109902.117188 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -109902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109912.835938 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -109912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109917.437500 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -109917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109921.367188 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -109921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109924.898438 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -109924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109927.382812 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -109927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109934.171875 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -109934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109934.171875 Penalty: 3125.189941
	Iteration 12F: 3 clusters Score -109934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Entering Unmasked Estep 
Score: -3276097.750000 Penalty: 2393.570557
	Iteration 0F: 2 clusters Score -3276098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3265421.250000 Penalty: 4787.141113
	Iteration 0F: 3 clusters Score -3265421 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3268994.250000 Penalty: 4787.141113
	Iteration 1F: 3 clusters Score -3268994 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3269288.500000 Penalty: 4787.141113
	Iteration 2F: 3 clusters Score -3269288 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3269512.750000 Penalty: 4787.141113
	Iteration 3Q: 3 clusters Score -3269513 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3269708.000000 Penalty: 4787.141113
	Iteration 4Q: 3 clusters Score -3269708 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3269877.750000 Penalty: 4787.141113
	Iteration 5Q: 3 clusters Score -3269878 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3270021.750000 Penalty: 4787.141113
	Iteration 6Q: 3 clusters Score -3270022 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3270134.000000 Penalty: 4787.141113
	Iteration 7Q: 3 clusters Score -3270134 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3270243.250000 Penalty: 4787.141113
	Iteration 8Q: 3 clusters Score -3270243 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3270363.500000 Penalty: 4787.141113
	Iteration 9Q: 3 clusters Score -3270364 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3270514.750000 Penalty: 4787.141113
	Iteration 10Q: 3 clusters Score -3270515 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3270688.750000 Penalty: 4787.141113
	Iteration 11Q: 3 clusters Score -3270689 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3270940.000000 Penalty: 4787.141113
	Iteration 12Q: 3 clusters Score -3270940 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3271284.500000 Penalty: 4787.141113
	Iteration 13Q: 3 clusters Score -3271284 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3271681.250000 Penalty: 4787.141113
	Iteration 14Q: 3 clusters Score -3271681 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3272133.250000 Penalty: 4787.141113
	Iteration 15Q: 3 clusters Score -3272133 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3272577.000000 Penalty: 4787.141113
	Iteration 16Q: 3 clusters Score -3272577 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3272973.250000 Penalty: 4787.141113
	Iteration 17Q: 3 clusters Score -3272973 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3273269.750000 Penalty: 4787.141113
	Iteration 18Q: 3 clusters Score -3273270 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3273468.250000 Penalty: 4787.141113
	Iteration 19Q: 3 clusters Score -3273468 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3273610.250000 Penalty: 4787.141113
	Iteration 20F: 3 clusters Score -3273610 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3273728.750000 Penalty: 4787.141113
	Iteration 21Q: 3 clusters Score -3273729 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3273810.250000 Penalty: 4787.141113
	Iteration 22Q: 3 clusters Score -3273810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3273866.500000 Penalty: 4787.141113
	Iteration 23Q: 3 clusters Score -3273866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3273907.500000 Penalty: 4787.141113
	Iteration 24Q: 3 clusters Score -3273908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3273942.000000 Penalty: 4787.141113
	Iteration 25Q: 3 clusters Score -3273942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3273955.500000 Penalty: 4787.141113
	Iteration 26Q: 3 clusters Score -3273956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3273980.750000 Penalty: 4787.141113
	Iteration 27Q: 3 clusters Score -3273981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3273999.750000 Penalty: 4787.141113
	Iteration 28Q: 3 clusters Score -3274000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3274009.500000 Penalty: 4787.141113
	Iteration 29Q: 3 clusters Score -3274010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3274016.750000 Penalty: 4787.141113
	Iteration 30Q: 3 clusters Score -3274017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3274020.500000 Penalty: 4787.141113
	Iteration 31Q: 3 clusters Score -3274020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3274034.250000 Penalty: 4787.141113
	Iteration 32Q: 3 clusters Score -3274034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3274035.250000 Penalty: 4787.141113
	Iteration 33Q: 3 clusters Score -3274035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3274043.750000 Penalty: 4787.141113
	Iteration 34Q: 3 clusters Score -3274044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3274043.250000 Penalty: 4787.141113
	Iteration 35Q: 3 clusters Score -3274043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3274046.750000 Penalty: 4787.141113
	Iteration 36Q: 3 clusters Score -3274047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3274044.750000 Penalty: 4787.141113
	Iteration 37Q: 3 clusters Score -3274045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3274050.500000 Penalty: 4787.141113
	Iteration 38Q: 3 clusters Score -3274050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3274049.500000 Penalty: 4787.141113
	Iteration 39Q: 3 clusters Score -3274050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3274049.500000 Penalty: 4787.141113
	Iteration 40F: 3 clusters Score -3274050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Entering Unmasked Estep 
Score: -5448527.000000 Penalty: 2539.111328
	Iteration 0F: 2 clusters Score -5448527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -5429765.500000 Penalty: 5078.222656
	Iteration 0F: 3 clusters Score -5429766 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -5436586.000000 Penalty: 5078.222656
	Iteration 1F: 3 clusters Score -5436586 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5436984.000000 Penalty: 5078.222656
	Iteration 2Q: 3 clusters Score -5436984 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -5437280.000000 Penalty: 5078.222656
	Iteration 3Q: 3 clusters Score -5437280 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -5437547.500000 Penalty: 5078.222656
	Iteration 4Q: 3 clusters Score -5437548 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5437754.000000 Penalty: 5078.222656
	Iteration 5Q: 3 clusters Score -5437754 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5437930.500000 Penalty: 5078.222656
	Iteration 6Q: 3 clusters Score -5437930 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5438080.500000 Penalty: 5078.222656
	Iteration 7Q: 3 clusters Score -5438080 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -5438250.500000 Penalty: 5078.222656
	Iteration 8Q: 3 clusters Score -5438250 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -5438411.000000 Penalty: 5078.222656
	Iteration 9Q: 3 clusters Score -5438411 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -5438585.500000 Penalty: 5078.222656
	Iteration 10Q: 3 clusters Score -5438586 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -5438776.000000 Penalty: 5078.222656
	Iteration 11Q: 3 clusters Score -5438776 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -5438971.000000 Penalty: 5078.222656
	Iteration 12Q: 3 clusters Score -5438971 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -5439210.000000 Penalty: 5078.222656
	Iteration 13Q: 3 clusters Score -5439210 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5439538.500000 Penalty: 5078.222656
	Iteration 14Q: 3 clusters Score -5439538 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -5439979.500000 Penalty: 5078.222656
	Iteration 15Q: 3 clusters Score -5439980 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -5440535.000000 Penalty: 5078.222656
	Iteration 16Q: 3 clusters Score -5440535 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5441258.000000 Penalty: 5078.222656
	Iteration 17Q: 3 clusters Score -5441258 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -5442221.500000 Penalty: 5078.222656
	Iteration 18F: 3 clusters Score -5442222 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -5443272.000000 Penalty: 5078.222656
	Iteration 19F: 3 clusters Score -5443272 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5444289.500000 Penalty: 5078.222656
	Iteration 20F: 3 clusters Score -5444290 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5445120.000000 Penalty: 5078.222656
	Iteration 21Q: 3 clusters Score -5445120 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5445616.000000 Penalty: 5078.222656
	Iteration 22Q: 3 clusters Score -5445616 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5445867.500000 Penalty: 5078.222656
	Iteration 23Q: 3 clusters Score -5445868 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5446033.500000 Penalty: 5078.222656
	Iteration 24Q: 3 clusters Score -5446034 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5446144.500000 Penalty: 5078.222656
	Iteration 25Q: 3 clusters Score -5446144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5446207.000000 Penalty: 5078.222656
	Iteration 26Q: 3 clusters Score -5446207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5446247.000000 Penalty: 5078.222656
	Iteration 27Q: 3 clusters Score -5446247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5446282.500000 Penalty: 5078.222656
	Iteration 28Q: 3 clusters Score -5446282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5446318.500000 Penalty: 5078.222656
	Iteration 29Q: 3 clusters Score -5446318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5446344.000000 Penalty: 5078.222656
	Iteration 30Q: 3 clusters Score -5446344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5446356.500000 Penalty: 5078.222656
	Iteration 31Q: 3 clusters Score -5446356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5446372.500000 Penalty: 5078.222656
	Iteration 32Q: 3 clusters Score -5446372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5446379.500000 Penalty: 5078.222656
	Iteration 33Q: 3 clusters Score -5446380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5446384.500000 Penalty: 5078.222656
	Iteration 34Q: 3 clusters Score -5446384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5446390.000000 Penalty: 5078.222656
	Iteration 35Q: 3 clusters Score -5446390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5446403.000000 Penalty: 5078.222656
	Iteration 36Q: 3 clusters Score -5446403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5446411.500000 Penalty: 5078.222656
	Iteration 37Q: 3 clusters Score -5446412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5446416.000000 Penalty: 5078.222656
	Iteration 38Q: 3 clusters Score -5446416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5446418.500000 Penalty: 5078.222656
	Iteration 39Q: 3 clusters Score -5446418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5446418.500000 Penalty: 5078.222656
	Iteration 40F: 3 clusters Score -5446418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Entering Unmasked Estep 
Score: -5175253.500000 Penalty: 2525.283691
	Iteration 0F: 2 clusters Score -5175254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5157408.000000 Penalty: 5050.567383
	Iteration 0F: 3 clusters Score -5157408 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5163752.000000 Penalty: 5050.567383
	Iteration 1F: 3 clusters Score -5163752 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -5164134.000000 Penalty: 5050.567383
	Iteration 2Q: 3 clusters Score -5164134 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -5164438.000000 Penalty: 5050.567383
	Iteration 3Q: 3 clusters Score -5164438 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -5164732.500000 Penalty: 5050.567383
	Iteration 4Q: 3 clusters Score -5164732 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -5164957.500000 Penalty: 5050.567383
	Iteration 5Q: 3 clusters Score -5164958 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -5165134.000000 Penalty: 5050.567383
	Iteration 6Q: 3 clusters Score -5165134 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5165288.500000 Penalty: 5050.567383
	Iteration 7Q: 3 clusters Score -5165288 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -5165441.500000 Penalty: 5050.567383
	Iteration 8Q: 3 clusters Score -5165442 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -5165616.500000 Penalty: 5050.567383
	Iteration 9Q: 3 clusters Score -5165616 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5165751.000000 Penalty: 5050.567383
	Iteration 10Q: 3 clusters Score -5165751 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5165915.000000 Penalty: 5050.567383
	Iteration 11Q: 3 clusters Score -5165915 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5166158.000000 Penalty: 5050.567383
	Iteration 12Q: 3 clusters Score -5166158 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -5166396.000000 Penalty: 5050.567383
	Iteration 13Q: 3 clusters Score -5166396 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5166711.500000 Penalty: 5050.567383
	Iteration 14Q: 3 clusters Score -5166712 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5167186.500000 Penalty: 5050.567383
	Iteration 15Q: 3 clusters Score -5167186 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5167851.000000 Penalty: 5050.567383
	Iteration 16Q: 3 clusters Score -5167851 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5168639.000000 Penalty: 5050.567383
	Iteration 17Q: 3 clusters Score -5168639 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -5169386.500000 Penalty: 5050.567383
	Iteration 18Q: 3 clusters Score -5169386 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -5169855.500000 Penalty: 5050.567383
	Iteration 19Q: 3 clusters Score -5169856 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -5170173.500000 Penalty: 5050.567383
	Iteration 20F: 3 clusters Score -5170174 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -5170405.000000 Penalty: 5050.567383
	Iteration 21Q: 3 clusters Score -5170405 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -5170587.500000 Penalty: 5050.567383
	Iteration 22Q: 3 clusters Score -5170588 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5170759.000000 Penalty: 5050.567383
	Iteration 23Q: 3 clusters Score -5170759 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -5170952.000000 Penalty: 5050.567383
	Iteration 24Q: 3 clusters Score -5170952 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5171129.500000 Penalty: 5050.567383
	Iteration 25Q: 3 clusters Score -5171130 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -5171262.500000 Penalty: 5050.567383
	Iteration 26Q: 3 clusters Score -5171262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -5171366.500000 Penalty: 5050.567383
	Iteration 27Q: 3 clusters Score -5171366 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -5171468.500000 Penalty: 5050.567383
	Iteration 28Q: 3 clusters Score -5171468 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -5171519.500000 Penalty: 5050.567383
	Iteration 29Q: 3 clusters Score -5171520 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -5171597.500000 Penalty: 5050.567383
	Iteration 30Q: 3 clusters Score -5171598 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -5171628.000000 Penalty: 5050.567383
	Iteration 31Q: 3 clusters Score -5171628 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -5171664.000000 Penalty: 5050.567383
	Iteration 32Q: 3 clusters Score -5171664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5171685.500000 Penalty: 5050.567383
	Iteration 33Q: 3 clusters Score -5171686 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5171722.500000 Penalty: 5050.567383
	Iteration 34Q: 3 clusters Score -5171722 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -5171738.000000 Penalty: 5050.567383
	Iteration 35Q: 3 clusters Score -5171738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -5171762.000000 Penalty: 5050.567383
	Iteration 36Q: 3 clusters Score -5171762 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -5171752.000000 Penalty: 5050.567383
	Iteration 37Q: 3 clusters Score -5171752 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -5171776.000000 Penalty: 5050.567383
	Iteration 38Q: 3 clusters Score -5171776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -5171796.000000 Penalty: 5050.567383
	Iteration 39Q: 3 clusters Score -5171796 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -5171839.000000 Penalty: 5050.567383
	Iteration 40F: 3 clusters Score -5171839 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -5171875.000000 Penalty: 5050.567383
	Iteration 41Q: 3 clusters Score -5171875 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -5171904.000000 Penalty: 5050.567383
	Iteration 42Q: 3 clusters Score -5171904 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -5171919.000000 Penalty: 5050.567383
	Iteration 43Q: 3 clusters Score -5171919 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5171904.000000 Penalty: 5050.567383
	Iteration 44Q: 3 clusters Score -5171904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -5171942.000000 Penalty: 5050.567383
	Iteration 45Q: 3 clusters Score -5171942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -5171965.000000 Penalty: 5050.567383
	Iteration 46Q: 3 clusters Score -5171965 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -5171976.000000 Penalty: 5050.567383
	Iteration 47Q: 3 clusters Score -5171976 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -5171981.000000 Penalty: 5050.567383
	Iteration 48Q: 3 clusters Score -5171981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -5171996.500000 Penalty: 5050.567383
	Iteration 49Q: 3 clusters Score -5171996 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -5172017.500000 Penalty: 5050.567383
	Iteration 50Q: 3 clusters Score -5172018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -5172055.000000 Penalty: 5050.567383
	Iteration 51Q: 3 clusters Score -5172055 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -5172074.500000 Penalty: 5050.567383
	Iteration 52Q: 3 clusters Score -5172074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -5172097.500000 Penalty: 5050.567383
	Iteration 53Q: 3 clusters Score -5172098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -5172107.000000 Penalty: 5050.567383
	Iteration 54Q: 3 clusters Score -5172107 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5172123.000000 Penalty: 5050.567383
	Iteration 55Q: 3 clusters Score -5172123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5172129.000000 Penalty: 5050.567383
	Iteration 56Q: 3 clusters Score -5172129 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5172145.500000 Penalty: 5050.567383
	Iteration 57Q: 3 clusters Score -5172146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -5172152.000000 Penalty: 5050.567383
	Iteration 58Q: 3 clusters Score -5172152 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -5172151.000000 Penalty: 5050.567383
	Iteration 59Q: 3 clusters Score -5172151 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -5172170.000000 Penalty: 5050.567383
	Iteration 60F: 3 clusters Score -5172170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -5172180.000000 Penalty: 5050.567383
	Iteration 61Q: 3 clusters Score -5172180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -5172178.500000 Penalty: 5050.567383
	Iteration 62Q: 3 clusters Score -5172178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -5172168.500000 Penalty: 5050.567383
	Iteration 63Q: 3 clusters Score -5172168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -5172190.500000 Penalty: 5050.567383
	Iteration 64Q: 3 clusters Score -5172190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -5172202.500000 Penalty: 5050.567383
	Iteration 65Q: 3 clusters Score -5172202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -5172233.000000 Penalty: 5050.567383
	Iteration 66Q: 3 clusters Score -5172233 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5172259.500000 Penalty: 5050.567383
	Iteration 67Q: 3 clusters Score -5172260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -5172256.000000 Penalty: 5050.567383
	Iteration 68Q: 3 clusters Score -5172256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -5172276.000000 Penalty: 5050.567383
	Iteration 69Q: 3 clusters Score -5172276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5172278.500000 Penalty: 5050.567383
	Iteration 70Q: 3 clusters Score -5172278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5172293.000000 Penalty: 5050.567383
	Iteration 71Q: 3 clusters Score -5172293 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -5172310.000000 Penalty: 5050.567383
	Iteration 72Q: 3 clusters Score -5172310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5172322.000000 Penalty: 5050.567383
	Iteration 73Q: 3 clusters Score -5172322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5172338.000000 Penalty: 5050.567383
	Iteration 74Q: 3 clusters Score -5172338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5172349.000000 Penalty: 5050.567383
	Iteration 75Q: 3 clusters Score -5172349 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5172379.000000 Penalty: 5050.567383
	Iteration 76Q: 3 clusters Score -5172379 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5172384.000000 Penalty: 5050.567383
	Iteration 77Q: 3 clusters Score -5172384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5172419.500000 Penalty: 5050.567383
	Iteration 78Q: 3 clusters Score -5172420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5172444.000000 Penalty: 5050.567383
	Iteration 79Q: 3 clusters Score -5172444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5172461.000000 Penalty: 5050.567383
	Iteration 80F: 3 clusters Score -5172461 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5172488.000000 Penalty: 5050.567383
	Iteration 81Q: 3 clusters Score -5172488 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5172497.000000 Penalty: 5050.567383
	Iteration 82Q: 3 clusters Score -5172497 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5172519.000000 Penalty: 5050.567383
	Iteration 83Q: 3 clusters Score -5172519 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5172552.500000 Penalty: 5050.567383
	Iteration 84Q: 3 clusters Score -5172552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5172569.500000 Penalty: 5050.567383
	Iteration 85Q: 3 clusters Score -5172570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5172593.500000 Penalty: 5050.567383
	Iteration 86Q: 3 clusters Score -5172594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5172619.500000 Penalty: 5050.567383
	Iteration 87Q: 3 clusters Score -5172620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5172615.500000 Penalty: 5050.567383
	Iteration 88Q: 3 clusters Score -5172616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5172638.500000 Penalty: 5050.567383
	Iteration 89Q: 3 clusters Score -5172638 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5172653.000000 Penalty: 5050.567383
	Iteration 90Q: 3 clusters Score -5172653 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5172671.500000 Penalty: 5050.567383
	Iteration 91Q: 3 clusters Score -5172672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5172687.000000 Penalty: 5050.567383
	Iteration 92Q: 3 clusters Score -5172687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5172694.500000 Penalty: 5050.567383
	Iteration 93Q: 3 clusters Score -5172694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5172697.000000 Penalty: 5050.567383
	Iteration 94Q: 3 clusters Score -5172697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5172725.000000 Penalty: 5050.567383
	Iteration 95Q: 3 clusters Score -5172725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5172738.000000 Penalty: 5050.567383
	Iteration 96Q: 3 clusters Score -5172738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5172762.000000 Penalty: 5050.567383
	Iteration 97Q: 3 clusters Score -5172762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5172774.500000 Penalty: 5050.567383
	Iteration 98Q: 3 clusters Score -5172774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5172787.000000 Penalty: 5050.567383
	Iteration 99Q: 3 clusters Score -5172787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5172795.500000 Penalty: 5050.567383
	Iteration 100F: 3 clusters Score -5172796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5172825.000000 Penalty: 5050.567383
	Iteration 101Q: 3 clusters Score -5172825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5172828.500000 Penalty: 5050.567383
	Iteration 102Q: 3 clusters Score -5172828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5172851.000000 Penalty: 5050.567383
	Iteration 103Q: 3 clusters Score -5172851 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5172878.000000 Penalty: 5050.567383
	Iteration 104Q: 3 clusters Score -5172878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5172917.500000 Penalty: 5050.567383
	Iteration 105Q: 3 clusters Score -5172918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5172949.000000 Penalty: 5050.567383
	Iteration 106Q: 3 clusters Score -5172949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5172986.500000 Penalty: 5050.567383
	Iteration 107Q: 3 clusters Score -5172986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5173018.500000 Penalty: 5050.567383
	Iteration 108Q: 3 clusters Score -5173018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5173063.500000 Penalty: 5050.567383
	Iteration 109Q: 3 clusters Score -5173064 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5173084.500000 Penalty: 5050.567383
	Iteration 110Q: 3 clusters Score -5173084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5173099.500000 Penalty: 5050.567383
	Iteration 111Q: 3 clusters Score -5173100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5173102.500000 Penalty: 5050.567383
	Iteration 112Q: 3 clusters Score -5173102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5173114.500000 Penalty: 5050.567383
	Iteration 113Q: 3 clusters Score -5173114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5173124.500000 Penalty: 5050.567383
	Iteration 114Q: 3 clusters Score -5173124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5173126.000000 Penalty: 5050.567383
	Iteration 115Q: 3 clusters Score -5173126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5173135.500000 Penalty: 5050.567383
	Iteration 116Q: 3 clusters Score -5173136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5173148.500000 Penalty: 5050.567383
	Iteration 117Q: 3 clusters Score -5173148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5173157.000000 Penalty: 5050.567383
	Iteration 118Q: 3 clusters Score -5173157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5173170.000000 Penalty: 5050.567383
	Iteration 119Q: 3 clusters Score -5173170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5173179.500000 Penalty: 5050.567383
	Iteration 120F: 3 clusters Score -5173180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5173177.500000 Penalty: 5050.567383
	Iteration 121Q: 3 clusters Score -5173178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5173185.000000 Penalty: 5050.567383
	Iteration 122Q: 3 clusters Score -5173185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5173178.500000 Penalty: 5050.567383
	Iteration 123Q: 3 clusters Score -5173178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5173201.000000 Penalty: 5050.567383
	Iteration 124Q: 3 clusters Score -5173201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5173205.500000 Penalty: 5050.567383
	Iteration 125Q: 3 clusters Score -5173206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5173218.000000 Penalty: 5050.567383
	Iteration 126Q: 3 clusters Score -5173218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5173213.500000 Penalty: 5050.567383
	Iteration 127Q: 3 clusters Score -5173214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5173212.000000 Penalty: 5050.567383
	Iteration 128Q: 3 clusters Score -5173212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5173215.000000 Penalty: 5050.567383
	Iteration 129Q: 3 clusters Score -5173215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5173209.500000 Penalty: 5050.567383
	Iteration 130Q: 3 clusters Score -5173210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5173221.500000 Penalty: 5050.567383
	Iteration 131Q: 3 clusters Score -5173222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5173219.500000 Penalty: 5050.567383
	Iteration 132Q: 3 clusters Score -5173220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5173219.000000 Penalty: 5050.567383
	Iteration 133Q: 3 clusters Score -5173219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5173213.000000 Penalty: 5050.567383
	Iteration 134Q: 3 clusters Score -5173213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5173221.000000 Penalty: 5050.567383
	Iteration 135Q: 3 clusters Score -5173221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5173225.500000 Penalty: 5050.567383
	Iteration 136Q: 3 clusters Score -5173226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5173230.500000 Penalty: 5050.567383
	Iteration 137Q: 3 clusters Score -5173230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5173234.000000 Penalty: 5050.567383
	Iteration 138Q: 3 clusters Score -5173234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5173230.500000 Penalty: 5050.567383
	Iteration 139Q: 3 clusters Score -5173230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5173235.000000 Penalty: 5050.567383
	Iteration 140F: 3 clusters Score -5173235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5173234.000000 Penalty: 5050.567383
	Iteration 141Q: 3 clusters Score -5173234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5173238.000000 Penalty: 5050.567383
	Iteration 142Q: 3 clusters Score -5173238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5173241.000000 Penalty: 5050.567383
	Iteration 143Q: 3 clusters Score -5173241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5173243.500000 Penalty: 5050.567383
	Iteration 144Q: 3 clusters Score -5173244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5173248.000000 Penalty: 5050.567383
	Iteration 145Q: 3 clusters Score -5173248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5173253.000000 Penalty: 5050.567383
	Iteration 146Q: 3 clusters Score -5173253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5173250.500000 Penalty: 5050.567383
	Iteration 147Q: 3 clusters Score -5173250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5173253.000000 Penalty: 5050.567383
	Iteration 148Q: 3 clusters Score -5173253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5173252.000000 Penalty: 5050.567383
	Iteration 149Q: 3 clusters Score -5173252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5173252.000000 Penalty: 5050.567383
	Iteration 150F: 3 clusters Score -5173252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -764712.062500 Penalty: 2058.777344
	Iteration 0F: 2 clusters Score -764712.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -760819.625000 Penalty: 4117.554688
	Iteration 0F: 3 clusters Score -760819.6 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -761773.250000 Penalty: 4117.554688
	Iteration 1F: 3 clusters Score -761773.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -762009.000000 Penalty: 4117.554688
	Iteration 2F: 3 clusters Score -762009 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -762185.312500 Penalty: 4117.554688
	Iteration 3F: 3 clusters Score -762185.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -762349.250000 Penalty: 4117.554688
	Iteration 4Q: 3 clusters Score -762349.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -762481.250000 Penalty: 4117.554688
	Iteration 5Q: 3 clusters Score -762481.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -762594.812500 Penalty: 4117.554688
	Iteration 6Q: 3 clusters Score -762594.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -762714.937500 Penalty: 4117.554688
	Iteration 7Q: 3 clusters Score -762714.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -762825.437500 Penalty: 4117.554688
	Iteration 8Q: 3 clusters Score -762825.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -762911.500000 Penalty: 4117.554688
	Iteration 9Q: 3 clusters Score -762911.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -762984.312500 Penalty: 4117.554688
	Iteration 10Q: 3 clusters Score -762984.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -763032.687500 Penalty: 4117.554688
	Iteration 11Q: 3 clusters Score -763032.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -763064.187500 Penalty: 4117.554688
	Iteration 12Q: 3 clusters Score -763064.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -763090.000000 Penalty: 4117.554688
	Iteration 13Q: 3 clusters Score -763090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -763110.312500 Penalty: 4117.554688
	Iteration 14Q: 3 clusters Score -763110.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -763123.250000 Penalty: 4117.554688
	Iteration 15Q: 3 clusters Score -763123.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -763139.437500 Penalty: 4117.554688
	Iteration 16Q: 3 clusters Score -763139.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -763148.250000 Penalty: 4117.554688
	Iteration 17Q: 3 clusters Score -763148.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -763157.562500 Penalty: 4117.554688
	Iteration 18Q: 3 clusters Score -763157.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -763160.750000 Penalty: 4117.554688
	Iteration 19Q: 3 clusters Score -763160.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -763166.250000 Penalty: 4117.554688
	Iteration 20F: 3 clusters Score -763166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -763169.812500 Penalty: 4117.554688
	Iteration 21Q: 3 clusters Score -763169.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -763175.062500 Penalty: 4117.554688
	Iteration 22Q: 3 clusters Score -763175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -763178.500000 Penalty: 4117.554688
	Iteration 23Q: 3 clusters Score -763178.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -763180.875000 Penalty: 4117.554688
	Iteration 24Q: 3 clusters Score -763180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -763181.375000 Penalty: 4117.554688
	Iteration 25Q: 3 clusters Score -763181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -763183.812500 Penalty: 4117.554688
	Iteration 26Q: 3 clusters Score -763183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -763183.312500 Penalty: 4117.554688
	Iteration 27Q: 3 clusters Score -763183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -763186.125000 Penalty: 4117.554688
	Iteration 28Q: 3 clusters Score -763186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -763188.000000 Penalty: 4117.554688
	Iteration 29Q: 3 clusters Score -763188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -763188.562500 Penalty: 4117.554688
	Iteration 30Q: 3 clusters Score -763188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -763191.625000 Penalty: 4117.554688
	Iteration 31Q: 3 clusters Score -763191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -763193.187500 Penalty: 4117.554688
	Iteration 32Q: 3 clusters Score -763193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -763192.062500 Penalty: 4117.554688
	Iteration 33Q: 3 clusters Score -763192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -763191.625000 Penalty: 4117.554688
	Iteration 34Q: 3 clusters Score -763191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -763193.062500 Penalty: 4117.554688
	Iteration 35Q: 3 clusters Score -763193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -763193.062500 Penalty: 4117.554688
	Iteration 36Q: 3 clusters Score -763193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -763193.312500 Penalty: 4117.554688
	Iteration 37Q: 3 clusters Score -763193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -763192.937500 Penalty: 4117.554688
	Iteration 38Q: 3 clusters Score -763192.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -763192.937500 Penalty: 4117.554688
	Iteration 39F: 3 clusters Score -763192.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -15943.760742 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -15943.76 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 98 members 
Entering Unmasked Estep 
Score: -15057.791016 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -15057.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15187.565430 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -15187.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15230.900391 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -15230.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15332.783203 Penalty: 2632.900635
	Iteration 3F: 3 clusters Score -15332.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15431.219727 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -15431.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15564.003906 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -15564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15570.033203 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -15570.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15582.730469 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -15582.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15585.295898 Penalty: 2632.900635
	Iteration 8Q: 3 clusters Score -15585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15585.295898 Penalty: 2632.900635
	Iteration 9F: 3 clusters Score -15585.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Entering Unmasked Estep 
Score: -4838451.000000 Penalty: 2495.985596
	Iteration 0F: 2 clusters Score -4838451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -4822699.500000 Penalty: 4991.971191
	Iteration 0F: 3 clusters Score -4822700 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4828285.500000 Penalty: 4991.971191
	Iteration 1F: 3 clusters Score -4828286 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4828595.000000 Penalty: 4991.971191
	Iteration 2Q: 3 clusters Score -4828595 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4828847.000000 Penalty: 4991.971191
	Iteration 3Q: 3 clusters Score -4828847 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -4829059.000000 Penalty: 4991.971191
	Iteration 4Q: 3 clusters Score -4829059 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4829258.500000 Penalty: 4991.971191
	Iteration 5Q: 3 clusters Score -4829258 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -4829498.000000 Penalty: 4991.971191
	Iteration 6Q: 3 clusters Score -4829498 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4829763.000000 Penalty: 4991.971191
	Iteration 7Q: 3 clusters Score -4829763 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4830148.000000 Penalty: 4991.971191
	Iteration 8Q: 3 clusters Score -4830148 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -4830715.000000 Penalty: 4991.971191
	Iteration 9Q: 3 clusters Score -4830715 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4831444.000000 Penalty: 4991.971191
	Iteration 10F: 3 clusters Score -4831444 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4832417.500000 Penalty: 4991.971191
	Iteration 11F: 3 clusters Score -4832418 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4833534.000000 Penalty: 4991.971191
	Iteration 12F: 3 clusters Score -4833534 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4834597.000000 Penalty: 4991.971191
	Iteration 13F: 3 clusters Score -4834597 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4835278.000000 Penalty: 4991.971191
	Iteration 14Q: 3 clusters Score -4835278 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4835700.000000 Penalty: 4991.971191
	Iteration 15Q: 3 clusters Score -4835700 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4835982.500000 Penalty: 4991.971191
	Iteration 16Q: 3 clusters Score -4835982 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4836089.000000 Penalty: 4991.971191
	Iteration 17Q: 3 clusters Score -4836089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4836168.500000 Penalty: 4991.971191
	Iteration 18Q: 3 clusters Score -4836168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4836222.000000 Penalty: 4991.971191
	Iteration 19Q: 3 clusters Score -4836222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4836249.000000 Penalty: 4991.971191
	Iteration 20F: 3 clusters Score -4836249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4836274.500000 Penalty: 4991.971191
	Iteration 21Q: 3 clusters Score -4836274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4836285.500000 Penalty: 4991.971191
	Iteration 22Q: 3 clusters Score -4836286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4836291.000000 Penalty: 4991.971191
	Iteration 23Q: 3 clusters Score -4836291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4836292.500000 Penalty: 4991.971191
	Iteration 24Q: 3 clusters Score -4836292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4836298.000000 Penalty: 4991.971191
	Iteration 25Q: 3 clusters Score -4836298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4836303.500000 Penalty: 4991.971191
	Iteration 26Q: 3 clusters Score -4836304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4836305.500000 Penalty: 4991.971191
	Iteration 27Q: 3 clusters Score -4836306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4836305.500000 Penalty: 4991.971191
	Iteration 28Q: 3 clusters Score -4836306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4836303.500000 Penalty: 4991.971191
	Iteration 29Q: 3 clusters Score -4836304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4836303.500000 Penalty: 4991.971191
	Iteration 30F: 3 clusters Score -4836304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Entering Unmasked Estep 
Score: -3368951.500000 Penalty: 2413.532715
	Iteration 0F: 2 clusters Score -3368952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3356947.250000 Penalty: 4827.065430
	Iteration 0F: 3 clusters Score -3356947 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3360989.000000 Penalty: 4827.065430
	Iteration 1F: 3 clusters Score -3360989 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3361396.750000 Penalty: 4827.065430
	Iteration 2F: 3 clusters Score -3361397 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3361796.250000 Penalty: 4827.065430
	Iteration 3F: 3 clusters Score -3361796 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3362154.250000 Penalty: 4827.065430
	Iteration 4Q: 3 clusters Score -3362154 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3362526.000000 Penalty: 4827.065430
	Iteration 5Q: 3 clusters Score -3362526 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3362943.500000 Penalty: 4827.065430
	Iteration 6Q: 3 clusters Score -3362944 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3363369.500000 Penalty: 4827.065430
	Iteration 7Q: 3 clusters Score -3363370 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3363872.000000 Penalty: 4827.065430
	Iteration 8Q: 3 clusters Score -3363872 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3364384.750000 Penalty: 4827.065430
	Iteration 9Q: 3 clusters Score -3364385 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3364898.750000 Penalty: 4827.065430
	Iteration 10Q: 3 clusters Score -3364899 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3365322.250000 Penalty: 4827.065430
	Iteration 11Q: 3 clusters Score -3365322 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3365739.000000 Penalty: 4827.065430
	Iteration 12Q: 3 clusters Score -3365739 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3366028.750000 Penalty: 4827.065430
	Iteration 13Q: 3 clusters Score -3366029 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3366257.750000 Penalty: 4827.065430
	Iteration 14Q: 3 clusters Score -3366258 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3366443.500000 Penalty: 4827.065430
	Iteration 15Q: 3 clusters Score -3366444 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3366589.750000 Penalty: 4827.065430
	Iteration 16Q: 3 clusters Score -3366590 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3366705.000000 Penalty: 4827.065430
	Iteration 17Q: 3 clusters Score -3366705 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3366791.000000 Penalty: 4827.065430
	Iteration 18Q: 3 clusters Score -3366791 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3366877.250000 Penalty: 4827.065430
	Iteration 19Q: 3 clusters Score -3366877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3366958.250000 Penalty: 4827.065430
	Iteration 20F: 3 clusters Score -3366958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3367019.000000 Penalty: 4827.065430
	Iteration 21Q: 3 clusters Score -3367019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3367052.750000 Penalty: 4827.065430
	Iteration 22Q: 3 clusters Score -3367053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3367088.750000 Penalty: 4827.065430
	Iteration 23Q: 3 clusters Score -3367089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3367111.250000 Penalty: 4827.065430
	Iteration 24Q: 3 clusters Score -3367111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3367132.000000 Penalty: 4827.065430
	Iteration 25Q: 3 clusters Score -3367132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3367145.750000 Penalty: 4827.065430
	Iteration 26Q: 3 clusters Score -3367146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3367156.500000 Penalty: 4827.065430
	Iteration 27Q: 3 clusters Score -3367156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3367165.750000 Penalty: 4827.065430
	Iteration 28Q: 3 clusters Score -3367166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3367171.500000 Penalty: 4827.065430
	Iteration 29Q: 3 clusters Score -3367172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3367179.000000 Penalty: 4827.065430
	Iteration 30Q: 3 clusters Score -3367179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3367180.750000 Penalty: 4827.065430
	Iteration 31Q: 3 clusters Score -3367181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3367185.750000 Penalty: 4827.065430
	Iteration 32Q: 3 clusters Score -3367186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3367187.500000 Penalty: 4827.065430
	Iteration 33Q: 3 clusters Score -3367188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3367189.750000 Penalty: 4827.065430
	Iteration 34Q: 3 clusters Score -3367190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3367196.750000 Penalty: 4827.065430
	Iteration 35Q: 3 clusters Score -3367197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3367203.750000 Penalty: 4827.065430
	Iteration 36Q: 3 clusters Score -3367204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3367209.000000 Penalty: 4827.065430
	Iteration 37Q: 3 clusters Score -3367209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3367211.750000 Penalty: 4827.065430
	Iteration 38Q: 3 clusters Score -3367212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3367216.750000 Penalty: 4827.065430
	Iteration 39Q: 3 clusters Score -3367217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3367221.000000 Penalty: 4827.065430
	Iteration 40F: 3 clusters Score -3367221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3367224.750000 Penalty: 4827.065430
	Iteration 41Q: 3 clusters Score -3367225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3367230.000000 Penalty: 4827.065430
	Iteration 42Q: 3 clusters Score -3367230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3367236.250000 Penalty: 4827.065430
	Iteration 43Q: 3 clusters Score -3367236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3367246.750000 Penalty: 4827.065430
	Iteration 44Q: 3 clusters Score -3367247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3367249.000000 Penalty: 4827.065430
	Iteration 45Q: 3 clusters Score -3367249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3367249.750000 Penalty: 4827.065430
	Iteration 46Q: 3 clusters Score -3367250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3367250.000000 Penalty: 4827.065430
	Iteration 47Q: 3 clusters Score -3367250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3367253.000000 Penalty: 4827.065430
	Iteration 48Q: 3 clusters Score -3367253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3367251.500000 Penalty: 4827.065430
	Iteration 49Q: 3 clusters Score -3367252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3367251.500000 Penalty: 4827.065430
	Iteration 50F: 3 clusters Score -3367252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54808.800781 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54808.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55072.750000 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -55072.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55238.582031 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55238.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55355.101562 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -55355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55427.382812 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55427.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55438.199219 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55445.445312 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55445.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55485.902344 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -55485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55548.113281 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55548.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55650.230469 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55650.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55694.218750 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55694.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55702.800781 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -55702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55717.417969 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -55717.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55725.593750 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -55725.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55747.648438 Penalty: 2951.518799
	Iteration 14Q: 3 clusters Score -55747.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55755.808594 Penalty: 2951.518799
	Iteration 15Q: 3 clusters Score -55755.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55763.152344 Penalty: 2951.518799
	Iteration 16Q: 3 clusters Score -55763.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55765.527344 Penalty: 2951.518799
	Iteration 17Q: 3 clusters Score -55765.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55771.757812 Penalty: 2951.518799
	Iteration 18Q: 3 clusters Score -55771.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55777.300781 Penalty: 2951.518799
	Iteration 19Q: 3 clusters Score -55777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55794.921875 Penalty: 2951.518799
	Iteration 20F: 3 clusters Score -55794.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55854.675781 Penalty: 2951.518799
	Iteration 21Q: 3 clusters Score -55854.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55869.593750 Penalty: 2951.518799
	Iteration 22Q: 3 clusters Score -55869.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55869.593750 Penalty: 2951.518799
	Iteration 23F: 3 clusters Score -55869.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 152 members 
Entering Unmasked Estep 
Score: -45327.785156 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45327.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45565.203125 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45565.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45664.101562 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -45664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45688.023438 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45688.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45737.175781 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45737.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45745.351562 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -45745.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45750.890625 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -45750.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45776.339844 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -45776.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45785.718750 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -45785.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45796.343750 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -45796.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45798.796875 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -45798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45805.863281 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -45805.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45828.339844 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -45828.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45839.347656 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -45839.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45868.855469 Penalty: 2868.777344
	Iteration 14Q: 3 clusters Score -45868.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45874.640625 Penalty: 2868.777344
	Iteration 15Q: 3 clusters Score -45874.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45875.132812 Penalty: 2868.777344
	Iteration 16F: 3 clusters Score -45875.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45886.835938 Penalty: 2868.777344
	Iteration 17Q: 3 clusters Score -45886.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45889.148438 Penalty: 2868.777344
	Iteration 18Q: 3 clusters Score -45889.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45902.171875 Penalty: 2868.777344
	Iteration 19Q: 3 clusters Score -45902.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45902.171875 Penalty: 2868.777344
	Iteration 20F: 3 clusters Score -45902.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -272783.781250 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -272783.8 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 699 members 
Entering Unmasked Estep 
Score: -270506.875000 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -270506.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -270906.250000 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -270906.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -271060.781250 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -271060.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -271151.375000 Penalty: 3614.629883
	Iteration 3Q: 3 clusters Score -271151.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -271218.156250 Penalty: 3614.629883
	Iteration 4Q: 3 clusters Score -271218.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -271278.156250 Penalty: 3614.629883
	Iteration 5Q: 3 clusters Score -271278.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -271318.750000 Penalty: 3614.629883
	Iteration 6Q: 3 clusters Score -271318.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -271356.125000 Penalty: 3614.629883
	Iteration 7Q: 3 clusters Score -271356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -271371.843750 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -271371.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -271384.812500 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -271384.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -271400.375000 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -271400.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -271414.406250 Penalty: 3614.629883
	Iteration 11Q: 3 clusters Score -271414.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -271423.531250 Penalty: 3614.629883
	Iteration 12Q: 3 clusters Score -271423.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -271430.750000 Penalty: 3614.629883
	Iteration 13Q: 3 clusters Score -271430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -271434.000000 Penalty: 3614.629883
	Iteration 14Q: 3 clusters Score -271434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -271438.531250 Penalty: 3614.629883
	Iteration 15Q: 3 clusters Score -271438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -271443.125000 Penalty: 3614.629883
	Iteration 16Q: 3 clusters Score -271443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -271444.375000 Penalty: 3614.629883
	Iteration 17Q: 3 clusters Score -271444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -271447.593750 Penalty: 3614.629883
	Iteration 18Q: 3 clusters Score -271447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -271452.281250 Penalty: 3614.629883
	Iteration 19Q: 3 clusters Score -271452.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -271457.781250 Penalty: 3614.629883
	Iteration 20F: 3 clusters Score -271457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -271461.750000 Penalty: 3614.629883
	Iteration 21Q: 3 clusters Score -271461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -271469.656250 Penalty: 3614.629883
	Iteration 22Q: 3 clusters Score -271469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -271473.750000 Penalty: 3614.629883
	Iteration 23Q: 3 clusters Score -271473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -271476.562500 Penalty: 3614.629883
	Iteration 24Q: 3 clusters Score -271476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -271480.406250 Penalty: 3614.629883
	Iteration 25Q: 3 clusters Score -271480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -271485.968750 Penalty: 3614.629883
	Iteration 26Q: 3 clusters Score -271486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -271490.093750 Penalty: 3614.629883
	Iteration 27Q: 3 clusters Score -271490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -271497.750000 Penalty: 3614.629883
	Iteration 28Q: 3 clusters Score -271497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -271506.656250 Penalty: 3614.629883
	Iteration 29Q: 3 clusters Score -271506.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -271516.125000 Penalty: 3614.629883
	Iteration 30Q: 3 clusters Score -271516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -271527.375000 Penalty: 3614.629883
	Iteration 31Q: 3 clusters Score -271527.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -271537.125000 Penalty: 3614.629883
	Iteration 32Q: 3 clusters Score -271537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -271551.375000 Penalty: 3614.629883
	Iteration 33Q: 3 clusters Score -271551.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -271568.406250 Penalty: 3614.629883
	Iteration 34Q: 3 clusters Score -271568.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -271586.093750 Penalty: 3614.629883
	Iteration 35Q: 3 clusters Score -271586.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -271607.250000 Penalty: 3614.629883
	Iteration 36Q: 3 clusters Score -271607.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -271621.468750 Penalty: 3614.629883
	Iteration 37Q: 3 clusters Score -271621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -271628.937500 Penalty: 3614.629883
	Iteration 38Q: 3 clusters Score -271628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -271632.843750 Penalty: 3614.629883
	Iteration 39Q: 3 clusters Score -271632.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -271639.875000 Penalty: 3614.629883
	Iteration 40F: 3 clusters Score -271639.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -271648.218750 Penalty: 3614.629883
	Iteration 41Q: 3 clusters Score -271648.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -271660.843750 Penalty: 3614.629883
	Iteration 42Q: 3 clusters Score -271660.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -271670.843750 Penalty: 3614.629883
	Iteration 43Q: 3 clusters Score -271670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -271676.000000 Penalty: 3614.629883
	Iteration 44Q: 3 clusters Score -271676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -271683.062500 Penalty: 3614.629883
	Iteration 45Q: 3 clusters Score -271683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -271693.906250 Penalty: 3614.629883
	Iteration 46Q: 3 clusters Score -271693.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -271707.593750 Penalty: 3614.629883
	Iteration 47Q: 3 clusters Score -271707.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -271720.906250 Penalty: 3614.629883
	Iteration 48Q: 3 clusters Score -271720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -271734.468750 Penalty: 3614.629883
	Iteration 49Q: 3 clusters Score -271734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -271742.937500 Penalty: 3614.629883
	Iteration 50Q: 3 clusters Score -271742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -271759.531250 Penalty: 3614.629883
	Iteration 51Q: 3 clusters Score -271759.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -271773.656250 Penalty: 3614.629883
	Iteration 52Q: 3 clusters Score -271773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -271780.375000 Penalty: 3614.629883
	Iteration 53Q: 3 clusters Score -271780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -271783.625000 Penalty: 3614.629883
	Iteration 54Q: 3 clusters Score -271783.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -271787.218750 Penalty: 3614.629883
	Iteration 55Q: 3 clusters Score -271787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -271788.156250 Penalty: 3614.629883
	Iteration 56Q: 3 clusters Score -271788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -271793.281250 Penalty: 3614.629883
	Iteration 57Q: 3 clusters Score -271793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -271797.562500 Penalty: 3614.629883
	Iteration 58Q: 3 clusters Score -271797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -271801.437500 Penalty: 3614.629883
	Iteration 59Q: 3 clusters Score -271801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -271811.281250 Penalty: 3614.629883
	Iteration 60F: 3 clusters Score -271811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -271817.125000 Penalty: 3614.629883
	Iteration 61Q: 3 clusters Score -271817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -271826.968750 Penalty: 3614.629883
	Iteration 62Q: 3 clusters Score -271827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -271836.531250 Penalty: 3614.629883
	Iteration 63Q: 3 clusters Score -271836.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -271852.562500 Penalty: 3614.629883
	Iteration 64Q: 3 clusters Score -271852.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -271898.812500 Penalty: 3614.629883
	Iteration 65Q: 3 clusters Score -271898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -271937.750000 Penalty: 3614.629883
	Iteration 66Q: 3 clusters Score -271937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -271972.250000 Penalty: 3614.629883
	Iteration 67Q: 3 clusters Score -271972.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -272000.343750 Penalty: 3614.629883
	Iteration 68Q: 3 clusters Score -272000.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -272029.812500 Penalty: 3614.629883
	Iteration 69Q: 3 clusters Score -272029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -272044.562500 Penalty: 3614.629883
	Iteration 70Q: 3 clusters Score -272044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -272048.937500 Penalty: 3614.629883
	Iteration 71Q: 3 clusters Score -272048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -272053.093750 Penalty: 3614.629883
	Iteration 72Q: 3 clusters Score -272053.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -272057.218750 Penalty: 3614.629883
	Iteration 73Q: 3 clusters Score -272057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -272059.281250 Penalty: 3614.629883
	Iteration 74Q: 3 clusters Score -272059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -272060.718750 Penalty: 3614.629883
	Iteration 75Q: 3 clusters Score -272060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -272060.718750 Penalty: 3614.629883
	Iteration 76F: 3 clusters Score -272060.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -480950.218750 Penalty: 1958.252808
	Iteration 0F: 2 clusters Score -480950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -477883.906250 Penalty: 3916.505615
	Iteration 0F: 3 clusters Score -477883.9 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -478542.593750 Penalty: 3916.505615
	Iteration 1F: 3 clusters Score -478542.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -478717.031250 Penalty: 3916.505615
	Iteration 2F: 3 clusters Score -478717 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -478833.125000 Penalty: 3916.505615
	Iteration 3F: 3 clusters Score -478833.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -478930.187500 Penalty: 3916.505615
	Iteration 4Q: 3 clusters Score -478930.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -479009.937500 Penalty: 3916.505615
	Iteration 5Q: 3 clusters Score -479009.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -479117.250000 Penalty: 3916.505615
	Iteration 6Q: 3 clusters Score -479117.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -479221.593750 Penalty: 3916.505615
	Iteration 7Q: 3 clusters Score -479221.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -479341.343750 Penalty: 3916.505615
	Iteration 8Q: 3 clusters Score -479341.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -479443.437500 Penalty: 3916.505615
	Iteration 9Q: 3 clusters Score -479443.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -479528.812500 Penalty: 3916.505615
	Iteration 10Q: 3 clusters Score -479528.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -479590.718750 Penalty: 3916.505615
	Iteration 11Q: 3 clusters Score -479590.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -479628.437500 Penalty: 3916.505615
	Iteration 12Q: 3 clusters Score -479628.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -479656.437500 Penalty: 3916.505615
	Iteration 13Q: 3 clusters Score -479656.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -479669.375000 Penalty: 3916.505615
	Iteration 14Q: 3 clusters Score -479669.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -479680.406250 Penalty: 3916.505615
	Iteration 15Q: 3 clusters Score -479680.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -479689.500000 Penalty: 3916.505615
	Iteration 16Q: 3 clusters Score -479689.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -479696.468750 Penalty: 3916.505615
	Iteration 17Q: 3 clusters Score -479696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -479702.812500 Penalty: 3916.505615
	Iteration 18Q: 3 clusters Score -479702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -479706.031250 Penalty: 3916.505615
	Iteration 19Q: 3 clusters Score -479706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -479709.375000 Penalty: 3916.505615
	Iteration 20F: 3 clusters Score -479709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -479712.218750 Penalty: 3916.505615
	Iteration 21Q: 3 clusters Score -479712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -479714.000000 Penalty: 3916.505615
	Iteration 22Q: 3 clusters Score -479714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -479717.343750 Penalty: 3916.505615
	Iteration 23Q: 3 clusters Score -479717.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -479717.375000 Penalty: 3916.505615
	Iteration 24Q: 3 clusters Score -479717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -479719.343750 Penalty: 3916.505615
	Iteration 25Q: 3 clusters Score -479719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -479720.218750 Penalty: 3916.505615
	Iteration 26Q: 3 clusters Score -479720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -479720.218750 Penalty: 3916.505615
	Iteration 27F: 3 clusters Score -479720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -74984.937500 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -74984.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73550.812500 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -73550.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73766.453125 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -73766.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -73894.609375 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -73894.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74004.781250 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -74004.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74142.117188 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -74142.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74254.781250 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -74254.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -74308.265625 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -74308.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74349.585938 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -74349.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74365.640625 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -74365.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -74374.703125 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -74374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74386.218750 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -74386.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74393.234375 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -74393.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74400.703125 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -74400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -74402.304688 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -74402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -74403.757812 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -74403.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -74403.757812 Penalty: 3063.229980
	Iteration 15F: 3 clusters Score -74403.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 194 members 
Entering Unmasked Estep 
Score: -47879.648438 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47879.65 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48275.839844 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48275.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48517.160156 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48517.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48656.546875 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -48656.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48729.398438 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48729.4 nChanged 10
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: -48808.253906 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48808.25 nChanged 11
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: -48891.070312 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48891.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49016.316406 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -49016.32 nChanged 7
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: -49038.789062 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -49038.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49054.324219 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -49054.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49057.648438 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -49057.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49059.671875 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -49059.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49059.671875 Penalty: 2975.472656
	Iteration 12F: 3 clusters Score -49059.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 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 410 members 
Entering Unmasked Estep 
Score: -132196.781250 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132196.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132526.375000 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132526.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -132629.765625 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132629.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -132722.484375 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -132722.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132824.921875 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -132824.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132929.031250 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -132929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133022.812500 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -133022.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133067.000000 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -133067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133124.031250 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -133124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133163.453125 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -133163.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133201.625000 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -133201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133220.750000 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -133220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133231.171875 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -133231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133237.890625 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -133237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133240.750000 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -133240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133241.578125 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -133241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -133242.953125 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -133243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133244.062500 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -133244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133245.703125 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -133245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133249.859375 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -133249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133252.156250 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -133252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133261.843750 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -133261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133262.625000 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -133262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133263.765625 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -133263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133266.328125 Penalty: 3314.947021
	Iteration 24Q: 3 clusters Score -133266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133266.328125 Penalty: 3314.947021
	Iteration 25F: 3 clusters Score -133266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Entering Unmasked Estep 
Score: -4035711.250000 Penalty: 2447.216553
	Iteration 0F: 2 clusters Score -4035711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4023869.500000 Penalty: 4894.433105
	Iteration 0F: 3 clusters Score -4023870 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4028577.500000 Penalty: 4894.433105
	Iteration 1F: 3 clusters Score -4028578 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4028989.000000 Penalty: 4894.433105
	Iteration 2F: 3 clusters Score -4028989 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -4029355.500000 Penalty: 4894.433105
	Iteration 3Q: 3 clusters Score -4029356 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4029717.750000 Penalty: 4894.433105
	Iteration 4Q: 3 clusters Score -4029718 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4030219.500000 Penalty: 4894.433105
	Iteration 5Q: 3 clusters Score -4030220 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4030847.250000 Penalty: 4894.433105
	Iteration 6Q: 3 clusters Score -4030847 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4031515.500000 Penalty: 4894.433105
	Iteration 7Q: 3 clusters Score -4031516 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4032234.000000 Penalty: 4894.433105
	Iteration 8F: 3 clusters Score -4032234 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -4032846.000000 Penalty: 4894.433105
	Iteration 9Q: 3 clusters Score -4032846 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4033325.500000 Penalty: 4894.433105
	Iteration 10Q: 3 clusters Score -4033326 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4033703.750000 Penalty: 4894.433105
	Iteration 11Q: 3 clusters Score -4033704 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -4034010.000000 Penalty: 4894.433105
	Iteration 12Q: 3 clusters Score -4034010 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4034239.250000 Penalty: 4894.433105
	Iteration 13Q: 3 clusters Score -4034239 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4034465.250000 Penalty: 4894.433105
	Iteration 14Q: 3 clusters Score -4034465 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4034638.000000 Penalty: 4894.433105
	Iteration 15Q: 3 clusters Score -4034638 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -4034786.500000 Penalty: 4894.433105
	Iteration 16Q: 3 clusters Score -4034786 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4034895.500000 Penalty: 4894.433105
	Iteration 17Q: 3 clusters Score -4034896 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4035005.500000 Penalty: 4894.433105
	Iteration 18Q: 3 clusters Score -4035006 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4035081.250000 Penalty: 4894.433105
	Iteration 19Q: 3 clusters Score -4035081 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4035140.000000 Penalty: 4894.433105
	Iteration 20F: 3 clusters Score -4035140 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4035177.250000 Penalty: 4894.433105
	Iteration 21Q: 3 clusters Score -4035177 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -4035213.250000 Penalty: 4894.433105
	Iteration 22Q: 3 clusters Score -4035213 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4035235.000000 Penalty: 4894.433105
	Iteration 23Q: 3 clusters Score -4035235 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4035259.500000 Penalty: 4894.433105
	Iteration 24Q: 3 clusters Score -4035260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -4035262.000000 Penalty: 4894.433105
	Iteration 25Q: 3 clusters Score -4035262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4035273.750000 Penalty: 4894.433105
	Iteration 26Q: 3 clusters Score -4035274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4035275.750000 Penalty: 4894.433105
	Iteration 27Q: 3 clusters Score -4035276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4035277.250000 Penalty: 4894.433105
	Iteration 28Q: 3 clusters Score -4035277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4035285.250000 Penalty: 4894.433105
	Iteration 29Q: 3 clusters Score -4035285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4035281.750000 Penalty: 4894.433105
	Iteration 30Q: 3 clusters Score -4035282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -4035287.250000 Penalty: 4894.433105
	Iteration 31Q: 3 clusters Score -4035287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -4035287.750000 Penalty: 4894.433105
	Iteration 32Q: 3 clusters Score -4035288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -4035290.250000 Penalty: 4894.433105
	Iteration 33Q: 3 clusters Score -4035290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4035288.000000 Penalty: 4894.433105
	Iteration 34Q: 3 clusters Score -4035288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4035286.000000 Penalty: 4894.433105
	Iteration 35Q: 3 clusters Score -4035286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4035289.750000 Penalty: 4894.433105
	Iteration 36Q: 3 clusters Score -4035290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4035284.000000 Penalty: 4894.433105
	Iteration 37Q: 3 clusters Score -4035284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4035283.500000 Penalty: 4894.433105
	Iteration 38Q: 3 clusters Score -4035284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -4035279.250000 Penalty: 4894.433105
	Iteration 39Q: 3 clusters Score -4035279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4035288.500000 Penalty: 4894.433105
	Iteration 40F: 3 clusters Score -4035288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4035286.000000 Penalty: 4894.433105
	Iteration 41Q: 3 clusters Score -4035286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4035293.000000 Penalty: 4894.433105
	Iteration 42Q: 3 clusters Score -4035293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4035291.750000 Penalty: 4894.433105
	Iteration 43Q: 3 clusters Score -4035292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4035290.750000 Penalty: 4894.433105
	Iteration 44Q: 3 clusters Score -4035291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -4035296.250000 Penalty: 4894.433105
	Iteration 45Q: 3 clusters Score -4035296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4035300.000000 Penalty: 4894.433105
	Iteration 46Q: 3 clusters Score -4035300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4035301.250000 Penalty: 4894.433105
	Iteration 47Q: 3 clusters Score -4035301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4035304.500000 Penalty: 4894.433105
	Iteration 48Q: 3 clusters Score -4035304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -4035309.000000 Penalty: 4894.433105
	Iteration 49Q: 3 clusters Score -4035309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4035311.000000 Penalty: 4894.433105
	Iteration 50Q: 3 clusters Score -4035311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4035315.000000 Penalty: 4894.433105
	Iteration 51Q: 3 clusters Score -4035315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4035316.000000 Penalty: 4894.433105
	Iteration 52Q: 3 clusters Score -4035316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4035322.500000 Penalty: 4894.433105
	Iteration 53Q: 3 clusters Score -4035322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4035320.250000 Penalty: 4894.433105
	Iteration 54Q: 3 clusters Score -4035320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -4035322.250000 Penalty: 4894.433105
	Iteration 55Q: 3 clusters Score -4035322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4035323.000000 Penalty: 4894.433105
	Iteration 56Q: 3 clusters Score -4035323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4035327.500000 Penalty: 4894.433105
	Iteration 57Q: 3 clusters Score -4035328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4035325.750000 Penalty: 4894.433105
	Iteration 58Q: 3 clusters Score -4035326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4035327.500000 Penalty: 4894.433105
	Iteration 59Q: 3 clusters Score -4035328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4035327.000000 Penalty: 4894.433105
	Iteration 60F: 3 clusters Score -4035327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -4035324.750000 Penalty: 4894.433105
	Iteration 61Q: 3 clusters Score -4035325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4035330.750000 Penalty: 4894.433105
	Iteration 62Q: 3 clusters Score -4035331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4035331.250000 Penalty: 4894.433105
	Iteration 63Q: 3 clusters Score -4035331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -4035334.500000 Penalty: 4894.433105
	Iteration 64Q: 3 clusters Score -4035334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -4035336.500000 Penalty: 4894.433105
	Iteration 65Q: 3 clusters Score -4035336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4035337.750000 Penalty: 4894.433105
	Iteration 66Q: 3 clusters Score -4035338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4035344.000000 Penalty: 4894.433105
	Iteration 67Q: 3 clusters Score -4035344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4035353.250000 Penalty: 4894.433105
	Iteration 68Q: 3 clusters Score -4035353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -4035360.750000 Penalty: 4894.433105
	Iteration 69Q: 3 clusters Score -4035361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4035360.750000 Penalty: 4894.433105
	Iteration 70Q: 3 clusters Score -4035361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4035365.750000 Penalty: 4894.433105
	Iteration 71Q: 3 clusters Score -4035366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -4035369.250000 Penalty: 4894.433105
	Iteration 72Q: 3 clusters Score -4035369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4035374.000000 Penalty: 4894.433105
	Iteration 73Q: 3 clusters Score -4035374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4035383.250000 Penalty: 4894.433105
	Iteration 74Q: 3 clusters Score -4035383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4035386.500000 Penalty: 4894.433105
	Iteration 75Q: 3 clusters Score -4035386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -4035394.000000 Penalty: 4894.433105
	Iteration 76Q: 3 clusters Score -4035394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4035397.000000 Penalty: 4894.433105
	Iteration 77Q: 3 clusters Score -4035397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4035399.000000 Penalty: 4894.433105
	Iteration 78Q: 3 clusters Score -4035399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -4035393.500000 Penalty: 4894.433105
	Iteration 79Q: 3 clusters Score -4035394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4035387.750000 Penalty: 4894.433105
	Iteration 80F: 3 clusters Score -4035388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4035395.500000 Penalty: 4894.433105
	Iteration 81Q: 3 clusters Score -4035396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4035401.750000 Penalty: 4894.433105
	Iteration 82Q: 3 clusters Score -4035402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4035399.000000 Penalty: 4894.433105
	Iteration 83Q: 3 clusters Score -4035399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4035409.000000 Penalty: 4894.433105
	Iteration 84Q: 3 clusters Score -4035409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4035417.500000 Penalty: 4894.433105
	Iteration 85Q: 3 clusters Score -4035418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4035415.000000 Penalty: 4894.433105
	Iteration 86Q: 3 clusters Score -4035415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4035424.000000 Penalty: 4894.433105
	Iteration 87Q: 3 clusters Score -4035424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -4035422.750000 Penalty: 4894.433105
	Iteration 88Q: 3 clusters Score -4035423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4035419.500000 Penalty: 4894.433105
	Iteration 89Q: 3 clusters Score -4035420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4035417.250000 Penalty: 4894.433105
	Iteration 90Q: 3 clusters Score -4035417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -4035415.750000 Penalty: 4894.433105
	Iteration 91Q: 3 clusters Score -4035416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4035414.000000 Penalty: 4894.433105
	Iteration 92Q: 3 clusters Score -4035414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4035413.000000 Penalty: 4894.433105
	Iteration 93Q: 3 clusters Score -4035413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4035412.750000 Penalty: 4894.433105
	Iteration 94Q: 3 clusters Score -4035413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4035412.750000 Penalty: 4894.433105
	Iteration 95F: 3 clusters Score -4035413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (21076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Entering Unmasked Estep 
Score: -4101525.250000 Penalty: 2469.060791
	Iteration 0F: 2 clusters Score -4101525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -4086910.250000 Penalty: 4938.121582
	Iteration 0F: 3 clusters Score -4086910 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -4091962.500000 Penalty: 4938.121582
	Iteration 1F: 3 clusters Score -4091962 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4092336.750000 Penalty: 4938.121582
	Iteration 2F: 3 clusters Score -4092337 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4092658.000000 Penalty: 4938.121582
	Iteration 3Q: 3 clusters Score -4092658 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -4092933.250000 Penalty: 4938.121582
	Iteration 4Q: 3 clusters Score -4092933 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4093190.250000 Penalty: 4938.121582
	Iteration 5Q: 3 clusters Score -4093190 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4093546.500000 Penalty: 4938.121582
	Iteration 6Q: 3 clusters Score -4093546 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4093986.500000 Penalty: 4938.121582
	Iteration 7Q: 3 clusters Score -4093986 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4094570.500000 Penalty: 4938.121582
	Iteration 8Q: 3 clusters Score -4094570 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4095374.250000 Penalty: 4938.121582
	Iteration 9Q: 3 clusters Score -4095374 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4096367.250000 Penalty: 4938.121582
	Iteration 10F: 3 clusters Score -4096367 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4097210.000000 Penalty: 4938.121582
	Iteration 11Q: 3 clusters Score -4097210 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4097915.000000 Penalty: 4938.121582
	Iteration 12Q: 3 clusters Score -4097915 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4098372.750000 Penalty: 4938.121582
	Iteration 13Q: 3 clusters Score -4098373 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -4098653.750000 Penalty: 4938.121582
	Iteration 14Q: 3 clusters Score -4098654 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -4098811.500000 Penalty: 4938.121582
	Iteration 15Q: 3 clusters Score -4098812 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4098910.750000 Penalty: 4938.121582
	Iteration 16Q: 3 clusters Score -4098911 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4098986.500000 Penalty: 4938.121582
	Iteration 17Q: 3 clusters Score -4098986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4099047.500000 Penalty: 4938.121582
	Iteration 18Q: 3 clusters Score -4099048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4099097.000000 Penalty: 4938.121582
	Iteration 19Q: 3 clusters Score -4099097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4099136.250000 Penalty: 4938.121582
	Iteration 20F: 3 clusters Score -4099136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4099156.500000 Penalty: 4938.121582
	Iteration 21Q: 3 clusters Score -4099156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4099182.500000 Penalty: 4938.121582
	Iteration 22Q: 3 clusters Score -4099182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -4099207.500000 Penalty: 4938.121582
	Iteration 23Q: 3 clusters Score -4099208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4099221.750000 Penalty: 4938.121582
	Iteration 24Q: 3 clusters Score -4099222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4099240.000000 Penalty: 4938.121582
	Iteration 25Q: 3 clusters Score -4099240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4099261.750000 Penalty: 4938.121582
	Iteration 26Q: 3 clusters Score -4099262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4099283.500000 Penalty: 4938.121582
	Iteration 27Q: 3 clusters Score -4099284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4099298.000000 Penalty: 4938.121582
	Iteration 28Q: 3 clusters Score -4099298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4099307.250000 Penalty: 4938.121582
	Iteration 29Q: 3 clusters Score -4099307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4099319.000000 Penalty: 4938.121582
	Iteration 30Q: 3 clusters Score -4099319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4099323.000000 Penalty: 4938.121582
	Iteration 31Q: 3 clusters Score -4099323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4099333.000000 Penalty: 4938.121582
	Iteration 32Q: 3 clusters Score -4099333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4099337.750000 Penalty: 4938.121582
	Iteration 33Q: 3 clusters Score -4099338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -4099348.250000 Penalty: 4938.121582
	Iteration 34Q: 3 clusters Score -4099348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4099349.000000 Penalty: 4938.121582
	Iteration 35Q: 3 clusters Score -4099349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4099358.750000 Penalty: 4938.121582
	Iteration 36Q: 3 clusters Score -4099359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4099364.250000 Penalty: 4938.121582
	Iteration 37Q: 3 clusters Score -4099364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4099374.250000 Penalty: 4938.121582
	Iteration 38Q: 3 clusters Score -4099374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4099384.250000 Penalty: 4938.121582
	Iteration 39Q: 3 clusters Score -4099384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4099389.000000 Penalty: 4938.121582
	Iteration 40F: 3 clusters Score -4099389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4099404.500000 Penalty: 4938.121582
	Iteration 41Q: 3 clusters Score -4099404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4099404.750000 Penalty: 4938.121582
	Iteration 42Q: 3 clusters Score -4099405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4099402.250000 Penalty: 4938.121582
	Iteration 43Q: 3 clusters Score -4099402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4099402.250000 Penalty: 4938.121582
	Iteration 44Q: 3 clusters Score -4099402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4099404.750000 Penalty: 4938.121582
	Iteration 45Q: 3 clusters Score -4099405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4099404.500000 Penalty: 4938.121582
	Iteration 46Q: 3 clusters Score -4099404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -4099403.250000 Penalty: 4938.121582
	Iteration 47Q: 3 clusters Score -4099403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4099410.750000 Penalty: 4938.121582
	Iteration 48Q: 3 clusters Score -4099411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4099413.500000 Penalty: 4938.121582
	Iteration 49Q: 3 clusters Score -4099414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -4099416.500000 Penalty: 4938.121582
	Iteration 50Q: 3 clusters Score -4099416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4099422.000000 Penalty: 4938.121582
	Iteration 51Q: 3 clusters Score -4099422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4099426.250000 Penalty: 4938.121582
	Iteration 52Q: 3 clusters Score -4099426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4099431.250000 Penalty: 4938.121582
	Iteration 53Q: 3 clusters Score -4099431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4099433.250000 Penalty: 4938.121582
	Iteration 54Q: 3 clusters Score -4099433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4099440.750000 Penalty: 4938.121582
	Iteration 55Q: 3 clusters Score -4099441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4099440.500000 Penalty: 4938.121582
	Iteration 56Q: 3 clusters Score -4099440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4099446.250000 Penalty: 4938.121582
	Iteration 57Q: 3 clusters Score -4099446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4099442.000000 Penalty: 4938.121582
	Iteration 58Q: 3 clusters Score -4099442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4099440.500000 Penalty: 4938.121582
	Iteration 59Q: 3 clusters Score -4099440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4099442.750000 Penalty: 4938.121582
	Iteration 60F: 3 clusters Score -4099443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4099445.250000 Penalty: 4938.121582
	Iteration 61Q: 3 clusters Score -4099445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4099446.000000 Penalty: 4938.121582
	Iteration 62Q: 3 clusters Score -4099446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4099446.250000 Penalty: 4938.121582
	Iteration 63Q: 3 clusters Score -4099446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4099456.750000 Penalty: 4938.121582
	Iteration 64Q: 3 clusters Score -4099457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4099454.000000 Penalty: 4938.121582
	Iteration 65Q: 3 clusters Score -4099454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4099452.250000 Penalty: 4938.121582
	Iteration 66Q: 3 clusters Score -4099452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4099451.000000 Penalty: 4938.121582
	Iteration 67Q: 3 clusters Score -4099451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4099454.500000 Penalty: 4938.121582
	Iteration 68Q: 3 clusters Score -4099454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4099454.500000 Penalty: 4938.121582
	Iteration 69F: 3 clusters Score -4099454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -1273107.875000 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -1273108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1267518.250000 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -1267518 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1269015.875000 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -1269016 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1269315.125000 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -1269315 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1269534.500000 Penalty: 4361.631836
	Iteration 3F: 3 clusters Score -1269534 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1269743.375000 Penalty: 4361.631836
	Iteration 4Q: 3 clusters Score -1269743 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1269942.250000 Penalty: 4361.631836
	Iteration 5Q: 3 clusters Score -1269942 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1270112.375000 Penalty: 4361.631836
	Iteration 6Q: 3 clusters Score -1270112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1270262.250000 Penalty: 4361.631836
	Iteration 7Q: 3 clusters Score -1270262 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1270386.375000 Penalty: 4361.631836
	Iteration 8Q: 3 clusters Score -1270386 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1270497.375000 Penalty: 4361.631836
	Iteration 9Q: 3 clusters Score -1270497 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1270596.125000 Penalty: 4361.631836
	Iteration 10Q: 3 clusters Score -1270596 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1270695.875000 Penalty: 4361.631836
	Iteration 11Q: 3 clusters Score -1270696 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1270811.500000 Penalty: 4361.631836
	Iteration 12Q: 3 clusters Score -1270812 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1270912.375000 Penalty: 4361.631836
	Iteration 13Q: 3 clusters Score -1270912 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1271004.375000 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -1271004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1271115.875000 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -1271116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1271210.875000 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -1271211 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1271276.000000 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -1271276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1271327.500000 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -1271328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1271379.750000 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -1271380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1271420.375000 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -1271420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1271444.000000 Penalty: 4361.631836
	Iteration 21Q: 3 clusters Score -1271444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1271467.375000 Penalty: 4361.631836
	Iteration 22Q: 3 clusters Score -1271467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1271486.750000 Penalty: 4361.631836
	Iteration 23Q: 3 clusters Score -1271487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1271501.625000 Penalty: 4361.631836
	Iteration 24Q: 3 clusters Score -1271502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1271510.625000 Penalty: 4361.631836
	Iteration 25Q: 3 clusters Score -1271511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1271519.250000 Penalty: 4361.631836
	Iteration 26Q: 3 clusters Score -1271519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1271531.000000 Penalty: 4361.631836
	Iteration 27Q: 3 clusters Score -1271531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1271540.375000 Penalty: 4361.631836
	Iteration 28Q: 3 clusters Score -1271540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1271546.000000 Penalty: 4361.631836
	Iteration 29Q: 3 clusters Score -1271546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1271547.625000 Penalty: 4361.631836
	Iteration 30Q: 3 clusters Score -1271548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1271549.875000 Penalty: 4361.631836
	Iteration 31Q: 3 clusters Score -1271550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1271556.000000 Penalty: 4361.631836
	Iteration 32Q: 3 clusters Score -1271556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1271560.875000 Penalty: 4361.631836
	Iteration 33Q: 3 clusters Score -1271561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1271567.000000 Penalty: 4361.631836
	Iteration 34Q: 3 clusters Score -1271567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1271570.750000 Penalty: 4361.631836
	Iteration 35Q: 3 clusters Score -1271571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1271571.750000 Penalty: 4361.631836
	Iteration 36Q: 3 clusters Score -1271572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1271577.375000 Penalty: 4361.631836
	Iteration 37Q: 3 clusters Score -1271577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1271583.125000 Penalty: 4361.631836
	Iteration 38Q: 3 clusters Score -1271583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1271590.250000 Penalty: 4361.631836
	Iteration 39Q: 3 clusters Score -1271590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1271599.875000 Penalty: 4361.631836
	Iteration 40F: 3 clusters Score -1271600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1271607.125000 Penalty: 4361.631836
	Iteration 41Q: 3 clusters Score -1271607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1271615.375000 Penalty: 4361.631836
	Iteration 42Q: 3 clusters Score -1271615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1271622.125000 Penalty: 4361.631836
	Iteration 43Q: 3 clusters Score -1271622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1271627.875000 Penalty: 4361.631836
	Iteration 44Q: 3 clusters Score -1271628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1271629.500000 Penalty: 4361.631836
	Iteration 45Q: 3 clusters Score -1271630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1271636.250000 Penalty: 4361.631836
	Iteration 46Q: 3 clusters Score -1271636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1271637.875000 Penalty: 4361.631836
	Iteration 47Q: 3 clusters Score -1271638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1271640.375000 Penalty: 4361.631836
	Iteration 48Q: 3 clusters Score -1271640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1271641.750000 Penalty: 4361.631836
	Iteration 49Q: 3 clusters Score -1271642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1271640.125000 Penalty: 4361.631836
	Iteration 50Q: 3 clusters Score -1271640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1271640.125000 Penalty: 4361.631836
	Iteration 51F: 3 clusters Score -1271640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (64832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Entering Unmasked Estep 
Score: -12103641.000000 Penalty: 2747.729492
	Iteration 0F: 2 clusters Score -1.210364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -12063183.000000 Penalty: 5495.458984
	Iteration 0F: 3 clusters Score -1.206318e+07 nChanged 30327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -12080337.000000 Penalty: 5495.458984
	Iteration 1F: 3 clusters Score -1.208034e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -12081051.000000 Penalty: 5495.458984
	Iteration 2Q: 3 clusters Score -1.208105e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -12082035.000000 Penalty: 5495.458984
	Iteration 3Q: 3 clusters Score -1.208204e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -12083025.000000 Penalty: 5495.458984
	Iteration 4Q: 3 clusters Score -1.208302e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -12084449.000000 Penalty: 5495.458984
	Iteration 5Q: 3 clusters Score -1.208445e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -12086425.000000 Penalty: 5495.458984
	Iteration 6F: 3 clusters Score -1.208642e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -12089080.000000 Penalty: 5495.458984
	Iteration 7F: 3 clusters Score -1.208908e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -12092417.000000 Penalty: 5495.458984
	Iteration 8F: 3 clusters Score -1.209242e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -12095604.000000 Penalty: 5495.458984
	Iteration 9F: 3 clusters Score -1.20956e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -12098282.000000 Penalty: 5495.458984
	Iteration 10F: 3 clusters Score -1.209828e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -12099719.000000 Penalty: 5495.458984
	Iteration 11Q: 3 clusters Score -1.209972e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -12100490.000000 Penalty: 5495.458984
	Iteration 12Q: 3 clusters Score -1.210049e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -12100870.000000 Penalty: 5495.458984
	Iteration 13Q: 3 clusters Score -1.210087e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -12101121.000000 Penalty: 5495.458984
	Iteration 14Q: 3 clusters Score -1.210112e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -12101230.000000 Penalty: 5495.458984
	Iteration 15Q: 3 clusters Score -1.210123e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -12101311.000000 Penalty: 5495.458984
	Iteration 16Q: 3 clusters Score -1.210131e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -12101384.000000 Penalty: 5495.458984
	Iteration 17Q: 3 clusters Score -1.210138e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -12101426.000000 Penalty: 5495.458984
	Iteration 18Q: 3 clusters Score -1.210143e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -12101449.000000 Penalty: 5495.458984
	Iteration 19Q: 3 clusters Score -1.210145e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -12101470.000000 Penalty: 5495.458984
	Iteration 20F: 3 clusters Score -1.210147e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -12101515.000000 Penalty: 5495.458984
	Iteration 21Q: 3 clusters Score -1.210152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -12101516.000000 Penalty: 5495.458984
	Iteration 22Q: 3 clusters Score -1.210152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -12101515.000000 Penalty: 5495.458984
	Iteration 23Q: 3 clusters Score -1.210152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -12101500.000000 Penalty: 5495.458984
	Iteration 24Q: 3 clusters Score -1.21015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -12101512.000000 Penalty: 5495.458984
	Iteration 25Q: 3 clusters Score -1.210151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -12101509.000000 Penalty: 5495.458984
	Iteration 26Q: 3 clusters Score -1.210151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -12101525.000000 Penalty: 5495.458984
	Iteration 27Q: 3 clusters Score -1.210152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -12101536.000000 Penalty: 5495.458984
	Iteration 28Q: 3 clusters Score -1.210154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -12101550.000000 Penalty: 5495.458984
	Iteration 29Q: 3 clusters Score -1.210155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -12101565.000000 Penalty: 5495.458984
	Iteration 30Q: 3 clusters Score -1.210156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -12101575.000000 Penalty: 5495.458984
	Iteration 31Q: 3 clusters Score -1.210158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -12101591.000000 Penalty: 5495.458984
	Iteration 32Q: 3 clusters Score -1.210159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -12101592.000000 Penalty: 5495.458984
	Iteration 33Q: 3 clusters Score -1.210159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -12101596.000000 Penalty: 5495.458984
	Iteration 34Q: 3 clusters Score -1.21016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -12101596.000000 Penalty: 5495.458984
	Iteration 35Q: 3 clusters Score -1.21016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -12101594.000000 Penalty: 5495.458984
	Iteration 36Q: 3 clusters Score -1.210159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -12101594.000000 Penalty: 5495.458984
	Iteration 37Q: 3 clusters Score -1.210159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -12101600.000000 Penalty: 5495.458984
	Iteration 38Q: 3 clusters Score -1.21016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -12101600.000000 Penalty: 5495.458984
	Iteration 39F: 3 clusters Score -1.21016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 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 170 members 
Entering Unmasked Estep 
Score: -26767.363281 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26767.36 nChanged 57
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: -27005.437500 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -27005.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27089.648438 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -27089.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27111.285156 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -27111.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27125.341797 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27125.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27146.228516 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27146.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27162.085938 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27162.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27162.085938 Penalty: 2832.371582
	Iteration 7F: 3 clusters Score -27162.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Entering Unmasked Estep 
Score: -3196520.500000 Penalty: 2399.668945
	Iteration 0F: 2 clusters Score -3196520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3185571.750000 Penalty: 4799.337891
	Iteration 0F: 3 clusters Score -3185572 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3189237.000000 Penalty: 4799.337891
	Iteration 1F: 3 clusters Score -3189237 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3189625.750000 Penalty: 4799.337891
	Iteration 2F: 3 clusters Score -3189626 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3189924.500000 Penalty: 4799.337891
	Iteration 3Q: 3 clusters Score -3189924 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3190145.500000 Penalty: 4799.337891
	Iteration 4Q: 3 clusters Score -3190146 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3190353.500000 Penalty: 4799.337891
	Iteration 5Q: 3 clusters Score -3190354 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3190578.750000 Penalty: 4799.337891
	Iteration 6Q: 3 clusters Score -3190579 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3190766.750000 Penalty: 4799.337891
	Iteration 7Q: 3 clusters Score -3190767 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3190988.250000 Penalty: 4799.337891
	Iteration 8Q: 3 clusters Score -3190988 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3191263.000000 Penalty: 4799.337891
	Iteration 9Q: 3 clusters Score -3191263 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3191597.000000 Penalty: 4799.337891
	Iteration 10Q: 3 clusters Score -3191597 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3192048.250000 Penalty: 4799.337891
	Iteration 11Q: 3 clusters Score -3192048 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3192525.750000 Penalty: 4799.337891
	Iteration 12Q: 3 clusters Score -3192526 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3193001.750000 Penalty: 4799.337891
	Iteration 13Q: 3 clusters Score -3193002 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3193417.000000 Penalty: 4799.337891
	Iteration 14Q: 3 clusters Score -3193417 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3193754.000000 Penalty: 4799.337891
	Iteration 15Q: 3 clusters Score -3193754 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3193926.000000 Penalty: 4799.337891
	Iteration 16Q: 3 clusters Score -3193926 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3194094.750000 Penalty: 4799.337891
	Iteration 17Q: 3 clusters Score -3194095 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3194202.250000 Penalty: 4799.337891
	Iteration 18Q: 3 clusters Score -3194202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3194264.750000 Penalty: 4799.337891
	Iteration 19Q: 3 clusters Score -3194265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3194299.000000 Penalty: 4799.337891
	Iteration 20F: 3 clusters Score -3194299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3194325.000000 Penalty: 4799.337891
	Iteration 21Q: 3 clusters Score -3194325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3194345.500000 Penalty: 4799.337891
	Iteration 22Q: 3 clusters Score -3194346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3194369.750000 Penalty: 4799.337891
	Iteration 23Q: 3 clusters Score -3194370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3194380.250000 Penalty: 4799.337891
	Iteration 24Q: 3 clusters Score -3194380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3194393.250000 Penalty: 4799.337891
	Iteration 25Q: 3 clusters Score -3194393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3194407.500000 Penalty: 4799.337891
	Iteration 26Q: 3 clusters Score -3194408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3194414.000000 Penalty: 4799.337891
	Iteration 27Q: 3 clusters Score -3194414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3194419.250000 Penalty: 4799.337891
	Iteration 28Q: 3 clusters Score -3194419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3194421.500000 Penalty: 4799.337891
	Iteration 29Q: 3 clusters Score -3194422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3194423.250000 Penalty: 4799.337891
	Iteration 30Q: 3 clusters Score -3194423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3194423.250000 Penalty: 4799.337891
	Iteration 31F: 3 clusters Score -3194423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -494298.312500 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -494298.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -491297.187500 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -491297.2 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -491887.468750 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -491887.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -492048.062500 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -492048.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -492128.437500 Penalty: 3904.359619
	Iteration 3Q: 3 clusters Score -492128.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -492189.000000 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -492189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -492228.187500 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -492228.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -492257.250000 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -492257.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -492278.031250 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -492278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -492299.000000 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -492299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -492321.875000 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -492321.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -492341.281250 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -492341.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -492352.968750 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -492353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -492361.625000 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -492361.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -492369.656250 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -492369.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -492374.093750 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -492374.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -492379.687500 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -492379.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -492385.437500 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -492385.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -492393.500000 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -492393.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -492399.500000 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -492399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -492403.812500 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -492403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -492410.562500 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -492410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -492417.406250 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -492417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -492423.562500 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -492423.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -492427.218750 Penalty: 3904.359619
	Iteration 23Q: 3 clusters Score -492427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -492430.500000 Penalty: 3904.359619
	Iteration 24Q: 3 clusters Score -492430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -492434.531250 Penalty: 3904.359619
	Iteration 25Q: 3 clusters Score -492434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -492438.750000 Penalty: 3904.359619
	Iteration 26Q: 3 clusters Score -492438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -492439.593750 Penalty: 3904.359619
	Iteration 27Q: 3 clusters Score -492439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -492440.125000 Penalty: 3904.359619
	Iteration 28Q: 3 clusters Score -492440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -492441.781250 Penalty: 3904.359619
	Iteration 29Q: 3 clusters Score -492441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -492444.562500 Penalty: 3904.359619
	Iteration 30Q: 3 clusters Score -492444.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -492447.875000 Penalty: 3904.359619
	Iteration 31Q: 3 clusters Score -492447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -492448.875000 Penalty: 3904.359619
	Iteration 32Q: 3 clusters Score -492448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -492449.156250 Penalty: 3904.359619
	Iteration 33Q: 3 clusters Score -492449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -492451.468750 Penalty: 3904.359619
	Iteration 34Q: 3 clusters Score -492451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -492451.937500 Penalty: 3904.359619
	Iteration 35Q: 3 clusters Score -492451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -492452.687500 Penalty: 3904.359619
	Iteration 36Q: 3 clusters Score -492452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -492453.843750 Penalty: 3904.359619
	Iteration 37Q: 3 clusters Score -492453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -492453.531250 Penalty: 3904.359619
	Iteration 38Q: 3 clusters Score -492453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -492453.531250 Penalty: 3904.359619
	Iteration 39F: 3 clusters Score -492453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (42075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Entering Unmasked Estep 
Score: -8236063.000000 Penalty: 2640.507812
	Iteration 0F: 2 clusters Score -8236063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -8207836.000000 Penalty: 5281.015625
	Iteration 0F: 3 clusters Score -8207836 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -8218499.500000 Penalty: 5281.015625
	Iteration 1F: 3 clusters Score -8218500 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -8219210.000000 Penalty: 5281.015625
	Iteration 2Q: 3 clusters Score -8219210 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8220073.500000 Penalty: 5281.015625
	Iteration 3Q: 3 clusters Score -8220074 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -8221004.500000 Penalty: 5281.015625
	Iteration 4F: 3 clusters Score -8221004 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -8222208.000000 Penalty: 5281.015625
	Iteration 5F: 3 clusters Score -8222208 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -8223737.000000 Penalty: 5281.015625
	Iteration 6F: 3 clusters Score -8223737 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -8225480.500000 Penalty: 5281.015625
	Iteration 7F: 3 clusters Score -8225480 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -8227296.000000 Penalty: 5281.015625
	Iteration 8F: 3 clusters Score -8227296 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -8229030.000000 Penalty: 5281.015625
	Iteration 9F: 3 clusters Score -8229030 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -8230790.500000 Penalty: 5281.015625
	Iteration 10Q: 3 clusters Score -8230790 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -8232349.500000 Penalty: 5281.015625
	Iteration 11Q: 3 clusters Score -8232350 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -8233146.000000 Penalty: 5281.015625
	Iteration 12Q: 3 clusters Score -8233146 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8233595.000000 Penalty: 5281.015625
	Iteration 13Q: 3 clusters Score -8233595 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -8233786.500000 Penalty: 5281.015625
	Iteration 14Q: 3 clusters Score -8233786 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8233919.000000 Penalty: 5281.015625
	Iteration 15Q: 3 clusters Score -8233919 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -8234017.000000 Penalty: 5281.015625
	Iteration 16Q: 3 clusters Score -8234017 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -8234118.000000 Penalty: 5281.015625
	Iteration 17Q: 3 clusters Score -8234118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8234184.500000 Penalty: 5281.015625
	Iteration 18Q: 3 clusters Score -8234184 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -8234276.500000 Penalty: 5281.015625
	Iteration 19Q: 3 clusters Score -8234276 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8234356.000000 Penalty: 5281.015625
	Iteration 20F: 3 clusters Score -8234356 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8234407.500000 Penalty: 5281.015625
	Iteration 21Q: 3 clusters Score -8234408 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8234480.000000 Penalty: 5281.015625
	Iteration 22Q: 3 clusters Score -8234480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8234491.000000 Penalty: 5281.015625
	Iteration 23Q: 3 clusters Score -8234491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8234505.000000 Penalty: 5281.015625
	Iteration 24Q: 3 clusters Score -8234505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8234526.500000 Penalty: 5281.015625
	Iteration 25Q: 3 clusters Score -8234526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8234551.000000 Penalty: 5281.015625
	Iteration 26Q: 3 clusters Score -8234551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8234556.000000 Penalty: 5281.015625
	Iteration 27Q: 3 clusters Score -8234556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8234552.500000 Penalty: 5281.015625
	Iteration 28Q: 3 clusters Score -8234552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8234547.500000 Penalty: 5281.015625
	Iteration 29Q: 3 clusters Score -8234548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8234550.000000 Penalty: 5281.015625
	Iteration 30Q: 3 clusters Score -8234550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8234558.000000 Penalty: 5281.015625
	Iteration 31Q: 3 clusters Score -8234558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8234557.500000 Penalty: 5281.015625
	Iteration 32Q: 3 clusters Score -8234558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8234564.000000 Penalty: 5281.015625
	Iteration 33Q: 3 clusters Score -8234564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8234563.000000 Penalty: 5281.015625
	Iteration 34Q: 3 clusters Score -8234563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8234573.500000 Penalty: 5281.015625
	Iteration 35Q: 3 clusters Score -8234574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8234568.000000 Penalty: 5281.015625
	Iteration 36Q: 3 clusters Score -8234568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8234573.000000 Penalty: 5281.015625
	Iteration 37Q: 3 clusters Score -8234573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8234573.000000 Penalty: 5281.015625
	Iteration 38Q: 3 clusters Score -8234573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8234574.500000 Penalty: 5281.015625
	Iteration 39Q: 3 clusters Score -8234574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8234574.000000 Penalty: 5281.015625
	Iteration 40F: 3 clusters Score -8234574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 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 261 members 
Entering Unmasked Estep 
Score: -97684.765625 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97684.77 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97888.414062 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97888.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -97958.968750 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -97958.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97983.734375 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -97983.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97996.914062 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -97996.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -98003.148438 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -98003.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -98006.210938 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -98006.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -98006.210938 Penalty: 3152.629395
	Iteration 7F: 3 clusters Score -98006.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -436711.875000 Penalty: 1937.770630
	Iteration 0F: 2 clusters Score -436711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -433822.500000 Penalty: 3875.541260
	Iteration 0F: 3 clusters Score -433822.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -434518.156250 Penalty: 3875.541260
	Iteration 1F: 3 clusters Score -434518.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -434804.968750 Penalty: 3875.541260
	Iteration 2F: 3 clusters Score -434805 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -435043.656250 Penalty: 3875.541260
	Iteration 3F: 3 clusters Score -435043.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -435260.281250 Penalty: 3875.541260
	Iteration 4F: 3 clusters Score -435260.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -435503.062500 Penalty: 3875.541260
	Iteration 5F: 3 clusters Score -435503.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -435793.875000 Penalty: 3875.541260
	Iteration 6F: 3 clusters Score -435793.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -436001.875000 Penalty: 3875.541260
	Iteration 7F: 3 clusters Score -436001.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -436142.718750 Penalty: 3875.541260
	Iteration 8Q: 3 clusters Score -436142.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -436229.718750 Penalty: 3875.541260
	Iteration 9Q: 3 clusters Score -436229.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -436273.937500 Penalty: 3875.541260
	Iteration 10Q: 3 clusters Score -436273.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -436309.093750 Penalty: 3875.541260
	Iteration 11Q: 3 clusters Score -436309.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -436329.312500 Penalty: 3875.541260
	Iteration 12Q: 3 clusters Score -436329.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -436341.843750 Penalty: 3875.541260
	Iteration 13Q: 3 clusters Score -436341.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -436351.562500 Penalty: 3875.541260
	Iteration 14Q: 3 clusters Score -436351.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -436360.875000 Penalty: 3875.541260
	Iteration 15Q: 3 clusters Score -436360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -436364.656250 Penalty: 3875.541260
	Iteration 16Q: 3 clusters Score -436364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -436366.031250 Penalty: 3875.541260
	Iteration 17Q: 3 clusters Score -436366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -436367.562500 Penalty: 3875.541260
	Iteration 18Q: 3 clusters Score -436367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -436369.437500 Penalty: 3875.541260
	Iteration 19Q: 3 clusters Score -436369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -436368.718750 Penalty: 3875.541260
	Iteration 20F: 3 clusters Score -436368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -436369.687500 Penalty: 3875.541260
	Iteration 21Q: 3 clusters Score -436369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -436371.656250 Penalty: 3875.541260
	Iteration 22Q: 3 clusters Score -436371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -436373.656250 Penalty: 3875.541260
	Iteration 23Q: 3 clusters Score -436373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -436373.625000 Penalty: 3875.541260
	Iteration 24Q: 3 clusters Score -436373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -436373.625000 Penalty: 3875.541260
	Iteration 25F: 3 clusters Score -436373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (15774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Entering Unmasked Estep 
Score: -3331217.750000 Penalty: 2397.197510
	Iteration 0F: 2 clusters Score -3331218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3320717.250000 Penalty: 4794.395020
	Iteration 0F: 3 clusters Score -3320717 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3324228.000000 Penalty: 4794.395020
	Iteration 1F: 3 clusters Score -3324228 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3324610.500000 Penalty: 4794.395020
	Iteration 2F: 3 clusters Score -3324610 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3324929.250000 Penalty: 4794.395020
	Iteration 3F: 3 clusters Score -3324929 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3325243.250000 Penalty: 4794.395020
	Iteration 4Q: 3 clusters Score -3325243 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3325500.250000 Penalty: 4794.395020
	Iteration 5Q: 3 clusters Score -3325500 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3325774.500000 Penalty: 4794.395020
	Iteration 6Q: 3 clusters Score -3325774 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3326098.750000 Penalty: 4794.395020
	Iteration 7Q: 3 clusters Score -3326099 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3326444.500000 Penalty: 4794.395020
	Iteration 8Q: 3 clusters Score -3326444 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3326863.500000 Penalty: 4794.395020
	Iteration 9Q: 3 clusters Score -3326864 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3327297.500000 Penalty: 4794.395020
	Iteration 10Q: 3 clusters Score -3327298 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3327755.250000 Penalty: 4794.395020
	Iteration 11Q: 3 clusters Score -3327755 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3328168.000000 Penalty: 4794.395020
	Iteration 12Q: 3 clusters Score -3328168 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3328500.250000 Penalty: 4794.395020
	Iteration 13Q: 3 clusters Score -3328500 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3328705.500000 Penalty: 4794.395020
	Iteration 14Q: 3 clusters Score -3328706 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3328864.500000 Penalty: 4794.395020
	Iteration 15Q: 3 clusters Score -3328864 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3328977.500000 Penalty: 4794.395020
	Iteration 16Q: 3 clusters Score -3328978 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3329044.000000 Penalty: 4794.395020
	Iteration 17Q: 3 clusters Score -3329044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3329115.000000 Penalty: 4794.395020
	Iteration 18Q: 3 clusters Score -3329115 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3329141.750000 Penalty: 4794.395020
	Iteration 19Q: 3 clusters Score -3329142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3329185.250000 Penalty: 4794.395020
	Iteration 20F: 3 clusters Score -3329185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3329190.250000 Penalty: 4794.395020
	Iteration 21Q: 3 clusters Score -3329190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3329193.750000 Penalty: 4794.395020
	Iteration 22Q: 3 clusters Score -3329194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3329211.750000 Penalty: 4794.395020
	Iteration 23Q: 3 clusters Score -3329212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3329216.750000 Penalty: 4794.395020
	Iteration 24Q: 3 clusters Score -3329217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3329226.250000 Penalty: 4794.395020
	Iteration 25Q: 3 clusters Score -3329226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3329234.000000 Penalty: 4794.395020
	Iteration 26Q: 3 clusters Score -3329234 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3329247.000000 Penalty: 4794.395020
	Iteration 27Q: 3 clusters Score -3329247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -3329263.750000 Penalty: 4794.395020
	Iteration 28Q: 3 clusters Score -3329264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3329255.750000 Penalty: 4794.395020
	Iteration 29Q: 3 clusters Score -3329256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3329259.250000 Penalty: 4794.395020
	Iteration 30Q: 3 clusters Score -3329259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3329263.250000 Penalty: 4794.395020
	Iteration 31Q: 3 clusters Score -3329263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3329263.750000 Penalty: 4794.395020
	Iteration 32Q: 3 clusters Score -3329264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3329266.750000 Penalty: 4794.395020
	Iteration 33Q: 3 clusters Score -3329267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3329269.750000 Penalty: 4794.395020
	Iteration 34Q: 3 clusters Score -3329270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3329276.000000 Penalty: 4794.395020
	Iteration 35Q: 3 clusters Score -3329276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3329282.750000 Penalty: 4794.395020
	Iteration 36Q: 3 clusters Score -3329283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3329278.250000 Penalty: 4794.395020
	Iteration 37Q: 3 clusters Score -3329278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3329279.250000 Penalty: 4794.395020
	Iteration 38Q: 3 clusters Score -3329279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3329282.000000 Penalty: 4794.395020
	Iteration 39Q: 3 clusters Score -3329282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3329294.750000 Penalty: 4794.395020
	Iteration 40F: 3 clusters Score -3329295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3329296.750000 Penalty: 4794.395020
	Iteration 41Q: 3 clusters Score -3329297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3329291.500000 Penalty: 4794.395020
	Iteration 42Q: 3 clusters Score -3329292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3329294.500000 Penalty: 4794.395020
	Iteration 43Q: 3 clusters Score -3329294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3329295.000000 Penalty: 4794.395020
	Iteration 44Q: 3 clusters Score -3329295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3329293.500000 Penalty: 4794.395020
	Iteration 45Q: 3 clusters Score -3329294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3329288.250000 Penalty: 4794.395020
	Iteration 46Q: 3 clusters Score -3329288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3329288.250000 Penalty: 4794.395020
	Iteration 47Q: 3 clusters Score -3329288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3329293.250000 Penalty: 4794.395020
	Iteration 48Q: 3 clusters Score -3329293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3329296.750000 Penalty: 4794.395020
	Iteration 49Q: 3 clusters Score -3329297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3329295.000000 Penalty: 4794.395020
	Iteration 50Q: 3 clusters Score -3329295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3329304.250000 Penalty: 4794.395020
	Iteration 51Q: 3 clusters Score -3329304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3329301.500000 Penalty: 4794.395020
	Iteration 52Q: 3 clusters Score -3329302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3329307.500000 Penalty: 4794.395020
	Iteration 53Q: 3 clusters Score -3329308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3329299.750000 Penalty: 4794.395020
	Iteration 54Q: 3 clusters Score -3329300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3329303.000000 Penalty: 4794.395020
	Iteration 55Q: 3 clusters Score -3329303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3329305.250000 Penalty: 4794.395020
	Iteration 56Q: 3 clusters Score -3329305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3329308.000000 Penalty: 4794.395020
	Iteration 57Q: 3 clusters Score -3329308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3329308.000000 Penalty: 4794.395020
	Iteration 58F: 3 clusters Score -3329308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (8502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Entering Unmasked Estep 
Score: -1612746.875000 Penalty: 2243.917969
	Iteration 0F: 2 clusters Score -1612747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1606001.500000 Penalty: 4487.835938
	Iteration 0F: 3 clusters Score -1606002 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1607886.375000 Penalty: 4487.835938
	Iteration 1F: 3 clusters Score -1607886 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1608156.000000 Penalty: 4487.835938
	Iteration 2F: 3 clusters Score -1608156 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1608336.250000 Penalty: 4487.835938
	Iteration 3F: 3 clusters Score -1608336 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1608464.250000 Penalty: 4487.835938
	Iteration 4Q: 3 clusters Score -1608464 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1608558.625000 Penalty: 4487.835938
	Iteration 5Q: 3 clusters Score -1608559 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1608633.125000 Penalty: 4487.835938
	Iteration 6Q: 3 clusters Score -1608633 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1608696.000000 Penalty: 4487.835938
	Iteration 7Q: 3 clusters Score -1608696 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1608741.125000 Penalty: 4487.835938
	Iteration 8Q: 3 clusters Score -1608741 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1608787.000000 Penalty: 4487.835938
	Iteration 9Q: 3 clusters Score -1608787 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1608829.875000 Penalty: 4487.835938
	Iteration 10Q: 3 clusters Score -1608830 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1608858.625000 Penalty: 4487.835938
	Iteration 11Q: 3 clusters Score -1608859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1608888.250000 Penalty: 4487.835938
	Iteration 12Q: 3 clusters Score -1608888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1608916.375000 Penalty: 4487.835938
	Iteration 13Q: 3 clusters Score -1608916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1608943.500000 Penalty: 4487.835938
	Iteration 14Q: 3 clusters Score -1608944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1608978.750000 Penalty: 4487.835938
	Iteration 15Q: 3 clusters Score -1608979 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1609021.875000 Penalty: 4487.835938
	Iteration 16Q: 3 clusters Score -1609022 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1609074.500000 Penalty: 4487.835938
	Iteration 17Q: 3 clusters Score -1609074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1609131.875000 Penalty: 4487.835938
	Iteration 18Q: 3 clusters Score -1609132 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1609189.125000 Penalty: 4487.835938
	Iteration 19Q: 3 clusters Score -1609189 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1609253.375000 Penalty: 4487.835938
	Iteration 20F: 3 clusters Score -1609253 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1609310.125000 Penalty: 4487.835938
	Iteration 21Q: 3 clusters Score -1609310 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1609392.125000 Penalty: 4487.835938
	Iteration 22Q: 3 clusters Score -1609392 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1609489.750000 Penalty: 4487.835938
	Iteration 23Q: 3 clusters Score -1609490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1609602.125000 Penalty: 4487.835938
	Iteration 24Q: 3 clusters Score -1609602 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1609725.250000 Penalty: 4487.835938
	Iteration 25Q: 3 clusters Score -1609725 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1609875.625000 Penalty: 4487.835938
	Iteration 26Q: 3 clusters Score -1609876 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1610040.375000 Penalty: 4487.835938
	Iteration 27Q: 3 clusters Score -1610040 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1610187.500000 Penalty: 4487.835938
	Iteration 28Q: 3 clusters Score -1610188 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1610288.250000 Penalty: 4487.835938
	Iteration 29Q: 3 clusters Score -1610288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1610369.375000 Penalty: 4487.835938
	Iteration 30Q: 3 clusters Score -1610369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1610443.500000 Penalty: 4487.835938
	Iteration 31Q: 3 clusters Score -1610444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1610501.750000 Penalty: 4487.835938
	Iteration 32Q: 3 clusters Score -1610502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1610551.750000 Penalty: 4487.835938
	Iteration 33Q: 3 clusters Score -1610552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1610592.125000 Penalty: 4487.835938
	Iteration 34Q: 3 clusters Score -1610592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1610630.625000 Penalty: 4487.835938
	Iteration 35Q: 3 clusters Score -1610631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1610660.250000 Penalty: 4487.835938
	Iteration 36Q: 3 clusters Score -1610660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1610679.000000 Penalty: 4487.835938
	Iteration 37Q: 3 clusters Score -1610679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1610697.125000 Penalty: 4487.835938
	Iteration 38Q: 3 clusters Score -1610697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1610715.875000 Penalty: 4487.835938
	Iteration 39Q: 3 clusters Score -1610716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1610732.250000 Penalty: 4487.835938
	Iteration 40F: 3 clusters Score -1610732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1610740.250000 Penalty: 4487.835938
	Iteration 41Q: 3 clusters Score -1610740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1610750.250000 Penalty: 4487.835938
	Iteration 42Q: 3 clusters Score -1610750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1610754.375000 Penalty: 4487.835938
	Iteration 43Q: 3 clusters Score -1610754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1610764.125000 Penalty: 4487.835938
	Iteration 44Q: 3 clusters Score -1610764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1610770.000000 Penalty: 4487.835938
	Iteration 45Q: 3 clusters Score -1610770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1610776.875000 Penalty: 4487.835938
	Iteration 46Q: 3 clusters Score -1610777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1610777.875000 Penalty: 4487.835938
	Iteration 47Q: 3 clusters Score -1610778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1610784.125000 Penalty: 4487.835938
	Iteration 48Q: 3 clusters Score -1610784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1610792.250000 Penalty: 4487.835938
	Iteration 49Q: 3 clusters Score -1610792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1610791.500000 Penalty: 4487.835938
	Iteration 50Q: 3 clusters Score -1610792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1610792.250000 Penalty: 4487.835938
	Iteration 51Q: 3 clusters Score -1610792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1610792.250000 Penalty: 4487.835938
	Iteration 52F: 3 clusters Score -1610792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -600447.000000 Penalty: 2001.274536
	Iteration 0F: 2 clusters Score -600447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -597087.750000 Penalty: 4002.549072
	Iteration 0F: 3 clusters Score -597087.8 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -597823.250000 Penalty: 4002.549072
	Iteration 1F: 3 clusters Score -597823.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -598038.500000 Penalty: 4002.549072
	Iteration 2F: 3 clusters Score -598038.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -598172.312500 Penalty: 4002.549072
	Iteration 3F: 3 clusters Score -598172.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -598268.187500 Penalty: 4002.549072
	Iteration 4Q: 3 clusters Score -598268.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -598340.937500 Penalty: 4002.549072
	Iteration 5Q: 3 clusters Score -598340.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -598417.875000 Penalty: 4002.549072
	Iteration 6Q: 3 clusters Score -598417.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -598489.187500 Penalty: 4002.549072
	Iteration 7Q: 3 clusters Score -598489.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -598550.500000 Penalty: 4002.549072
	Iteration 8Q: 3 clusters Score -598550.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -598604.250000 Penalty: 4002.549072
	Iteration 9Q: 3 clusters Score -598604.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -598645.000000 Penalty: 4002.549072
	Iteration 10Q: 3 clusters Score -598645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -598677.062500 Penalty: 4002.549072
	Iteration 11Q: 3 clusters Score -598677.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -598701.750000 Penalty: 4002.549072
	Iteration 12Q: 3 clusters Score -598701.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -598719.750000 Penalty: 4002.549072
	Iteration 13Q: 3 clusters Score -598719.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -598732.062500 Penalty: 4002.549072
	Iteration 14Q: 3 clusters Score -598732.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -598738.562500 Penalty: 4002.549072
	Iteration 15Q: 3 clusters Score -598738.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -598746.625000 Penalty: 4002.549072
	Iteration 16Q: 3 clusters Score -598746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -598749.500000 Penalty: 4002.549072
	Iteration 17Q: 3 clusters Score -598749.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -598751.500000 Penalty: 4002.549072
	Iteration 18Q: 3 clusters Score -598751.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -598756.187500 Penalty: 4002.549072
	Iteration 19Q: 3 clusters Score -598756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -598758.062500 Penalty: 4002.549072
	Iteration 20F: 3 clusters Score -598758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -598760.250000 Penalty: 4002.549072
	Iteration 21Q: 3 clusters Score -598760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -598762.500000 Penalty: 4002.549072
	Iteration 22Q: 3 clusters Score -598762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -598765.500000 Penalty: 4002.549072
	Iteration 23Q: 3 clusters Score -598765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -598766.000000 Penalty: 4002.549072
	Iteration 24Q: 3 clusters Score -598766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -598767.375000 Penalty: 4002.549072
	Iteration 25Q: 3 clusters Score -598767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -598770.062500 Penalty: 4002.549072
	Iteration 26Q: 3 clusters Score -598770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -598774.062500 Penalty: 4002.549072
	Iteration 27Q: 3 clusters Score -598774.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -598780.125000 Penalty: 4002.549072
	Iteration 28Q: 3 clusters Score -598780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -598785.812500 Penalty: 4002.549072
	Iteration 29Q: 3 clusters Score -598785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -598789.562500 Penalty: 4002.549072
	Iteration 30Q: 3 clusters Score -598789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -598792.562500 Penalty: 4002.549072
	Iteration 31Q: 3 clusters Score -598792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -598794.250000 Penalty: 4002.549072
	Iteration 32Q: 3 clusters Score -598794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -598795.875000 Penalty: 4002.549072
	Iteration 33Q: 3 clusters Score -598795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -598796.250000 Penalty: 4002.549072
	Iteration 34Q: 3 clusters Score -598796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -598796.875000 Penalty: 4002.549072
	Iteration 35Q: 3 clusters Score -598796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -598797.125000 Penalty: 4002.549072
	Iteration 36Q: 3 clusters Score -598797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -598798.625000 Penalty: 4002.549072
	Iteration 37Q: 3 clusters Score -598798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -598800.625000 Penalty: 4002.549072
	Iteration 38Q: 3 clusters Score -598800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -598800.500000 Penalty: 4002.549072
	Iteration 39Q: 3 clusters Score -598800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -598801.687500 Penalty: 4002.549072
	Iteration 40F: 3 clusters Score -598801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -598802.062500 Penalty: 4002.549072
	Iteration 41Q: 3 clusters Score -598802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -598802.062500 Penalty: 4002.549072
	Iteration 42F: 3 clusters Score -598802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -2983644.000000 Penalty: 2372.590088
	Iteration 0F: 2 clusters Score -2983644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2973437.250000 Penalty: 4745.180176
	Iteration 0F: 3 clusters Score -2973437 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2976625.500000 Penalty: 4745.180176
	Iteration 1F: 3 clusters Score -2976626 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2976903.750000 Penalty: 4745.180176
	Iteration 2F: 3 clusters Score -2976904 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2977129.000000 Penalty: 4745.180176
	Iteration 3Q: 3 clusters Score -2977129 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2977285.750000 Penalty: 4745.180176
	Iteration 4Q: 3 clusters Score -2977286 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2977445.000000 Penalty: 4745.180176
	Iteration 5Q: 3 clusters Score -2977445 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2977567.250000 Penalty: 4745.180176
	Iteration 6Q: 3 clusters Score -2977567 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2977715.750000 Penalty: 4745.180176
	Iteration 7Q: 3 clusters Score -2977716 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2977865.250000 Penalty: 4745.180176
	Iteration 8Q: 3 clusters Score -2977865 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2978044.500000 Penalty: 4745.180176
	Iteration 9Q: 3 clusters Score -2978044 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2978274.250000 Penalty: 4745.180176
	Iteration 10Q: 3 clusters Score -2978274 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2978518.000000 Penalty: 4745.180176
	Iteration 11Q: 3 clusters Score -2978518 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2978818.750000 Penalty: 4745.180176
	Iteration 12Q: 3 clusters Score -2978819 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2979141.750000 Penalty: 4745.180176
	Iteration 13Q: 3 clusters Score -2979142 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2979504.000000 Penalty: 4745.180176
	Iteration 14Q: 3 clusters Score -2979504 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2979891.250000 Penalty: 4745.180176
	Iteration 15Q: 3 clusters Score -2979891 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2980239.000000 Penalty: 4745.180176
	Iteration 16Q: 3 clusters Score -2980239 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2980499.000000 Penalty: 4745.180176
	Iteration 17Q: 3 clusters Score -2980499 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2980672.500000 Penalty: 4745.180176
	Iteration 18Q: 3 clusters Score -2980672 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2980787.000000 Penalty: 4745.180176
	Iteration 19Q: 3 clusters Score -2980787 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2980868.250000 Penalty: 4745.180176
	Iteration 20F: 3 clusters Score -2980868 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2980935.500000 Penalty: 4745.180176
	Iteration 21Q: 3 clusters Score -2980936 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2980998.500000 Penalty: 4745.180176
	Iteration 22Q: 3 clusters Score -2980998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2981049.000000 Penalty: 4745.180176
	Iteration 23Q: 3 clusters Score -2981049 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2981096.250000 Penalty: 4745.180176
	Iteration 24Q: 3 clusters Score -2981096 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2981128.500000 Penalty: 4745.180176
	Iteration 25Q: 3 clusters Score -2981128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2981166.000000 Penalty: 4745.180176
	Iteration 26Q: 3 clusters Score -2981166 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2981198.250000 Penalty: 4745.180176
	Iteration 27Q: 3 clusters Score -2981198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2981220.750000 Penalty: 4745.180176
	Iteration 28Q: 3 clusters Score -2981221 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2981265.250000 Penalty: 4745.180176
	Iteration 29Q: 3 clusters Score -2981265 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2981282.500000 Penalty: 4745.180176
	Iteration 30Q: 3 clusters Score -2981282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2981309.250000 Penalty: 4745.180176
	Iteration 31Q: 3 clusters Score -2981309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2981322.000000 Penalty: 4745.180176
	Iteration 32Q: 3 clusters Score -2981322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2981344.250000 Penalty: 4745.180176
	Iteration 33Q: 3 clusters Score -2981344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2981344.250000 Penalty: 4745.180176
	Iteration 34Q: 3 clusters Score -2981344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2981364.750000 Penalty: 4745.180176
	Iteration 35Q: 3 clusters Score -2981365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2981376.000000 Penalty: 4745.180176
	Iteration 36Q: 3 clusters Score -2981376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2981380.750000 Penalty: 4745.180176
	Iteration 37Q: 3 clusters Score -2981381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2981383.000000 Penalty: 4745.180176
	Iteration 38Q: 3 clusters Score -2981383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2981394.000000 Penalty: 4745.180176
	Iteration 39Q: 3 clusters Score -2981394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2981392.500000 Penalty: 4745.180176
	Iteration 40F: 3 clusters Score -2981392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2981394.750000 Penalty: 4745.180176
	Iteration 41Q: 3 clusters Score -2981395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2981401.500000 Penalty: 4745.180176
	Iteration 42Q: 3 clusters Score -2981402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2981401.500000 Penalty: 4745.180176
	Iteration 43Q: 3 clusters Score -2981402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2981408.500000 Penalty: 4745.180176
	Iteration 44Q: 3 clusters Score -2981408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2981404.750000 Penalty: 4745.180176
	Iteration 45Q: 3 clusters Score -2981405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2981406.250000 Penalty: 4745.180176
	Iteration 46Q: 3 clusters Score -2981406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2981407.750000 Penalty: 4745.180176
	Iteration 47Q: 3 clusters Score -2981408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2981409.250000 Penalty: 4745.180176
	Iteration 48Q: 3 clusters Score -2981409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2981417.500000 Penalty: 4745.180176
	Iteration 49Q: 3 clusters Score -2981418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2981430.750000 Penalty: 4745.180176
	Iteration 50Q: 3 clusters Score -2981431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2981427.750000 Penalty: 4745.180176
	Iteration 51Q: 3 clusters Score -2981428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2981430.250000 Penalty: 4745.180176
	Iteration 52Q: 3 clusters Score -2981430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2981425.500000 Penalty: 4745.180176
	Iteration 53Q: 3 clusters Score -2981426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2981430.000000 Penalty: 4745.180176
	Iteration 54Q: 3 clusters Score -2981430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2981433.250000 Penalty: 4745.180176
	Iteration 55Q: 3 clusters Score -2981433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2981432.250000 Penalty: 4745.180176
	Iteration 56Q: 3 clusters Score -2981432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2981430.000000 Penalty: 4745.180176
	Iteration 57Q: 3 clusters Score -2981430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2981432.000000 Penalty: 4745.180176
	Iteration 58Q: 3 clusters Score -2981432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2981436.500000 Penalty: 4745.180176
	Iteration 59Q: 3 clusters Score -2981436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2981439.000000 Penalty: 4745.180176
	Iteration 60F: 3 clusters Score -2981439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2981436.750000 Penalty: 4745.180176
	Iteration 61Q: 3 clusters Score -2981437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2981441.000000 Penalty: 4745.180176
	Iteration 62Q: 3 clusters Score -2981441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2981447.000000 Penalty: 4745.180176
	Iteration 63Q: 3 clusters Score -2981447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2981455.000000 Penalty: 4745.180176
	Iteration 64Q: 3 clusters Score -2981455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2981454.750000 Penalty: 4745.180176
	Iteration 65Q: 3 clusters Score -2981455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2981456.000000 Penalty: 4745.180176
	Iteration 66Q: 3 clusters Score -2981456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2981460.750000 Penalty: 4745.180176
	Iteration 67Q: 3 clusters Score -2981461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2981458.000000 Penalty: 4745.180176
	Iteration 68Q: 3 clusters Score -2981458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2981461.000000 Penalty: 4745.180176
	Iteration 69Q: 3 clusters Score -2981461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2981460.250000 Penalty: 4745.180176
	Iteration 70Q: 3 clusters Score -2981460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2981464.250000 Penalty: 4745.180176
	Iteration 71Q: 3 clusters Score -2981464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2981474.000000 Penalty: 4745.180176
	Iteration 72Q: 3 clusters Score -2981474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2981476.750000 Penalty: 4745.180176
	Iteration 73Q: 3 clusters Score -2981477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2981480.750000 Penalty: 4745.180176
	Iteration 74Q: 3 clusters Score -2981481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2981476.250000 Penalty: 4745.180176
	Iteration 75Q: 3 clusters Score -2981476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2981476.500000 Penalty: 4745.180176
	Iteration 76Q: 3 clusters Score -2981476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2981481.750000 Penalty: 4745.180176
	Iteration 77Q: 3 clusters Score -2981482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2981486.250000 Penalty: 4745.180176
	Iteration 78Q: 3 clusters Score -2981486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2981489.750000 Penalty: 4745.180176
	Iteration 79Q: 3 clusters Score -2981490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2981497.750000 Penalty: 4745.180176
	Iteration 80F: 3 clusters Score -2981498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2981494.500000 Penalty: 4745.180176
	Iteration 81Q: 3 clusters Score -2981494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2981499.750000 Penalty: 4745.180176
	Iteration 82Q: 3 clusters Score -2981500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2981497.000000 Penalty: 4745.180176
	Iteration 83Q: 3 clusters Score -2981497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2981500.500000 Penalty: 4745.180176
	Iteration 84Q: 3 clusters Score -2981500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2981499.500000 Penalty: 4745.180176
	Iteration 85Q: 3 clusters Score -2981500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2981503.500000 Penalty: 4745.180176
	Iteration 86Q: 3 clusters Score -2981504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2981503.250000 Penalty: 4745.180176
	Iteration 87Q: 3 clusters Score -2981503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2981511.000000 Penalty: 4745.180176
	Iteration 88Q: 3 clusters Score -2981511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2981507.250000 Penalty: 4745.180176
	Iteration 89Q: 3 clusters Score -2981507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2981506.500000 Penalty: 4745.180176
	Iteration 90Q: 3 clusters Score -2981506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2981503.750000 Penalty: 4745.180176
	Iteration 91Q: 3 clusters Score -2981504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2981509.000000 Penalty: 4745.180176
	Iteration 92Q: 3 clusters Score -2981509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2981520.500000 Penalty: 4745.180176
	Iteration 93Q: 3 clusters Score -2981520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2981523.500000 Penalty: 4745.180176
	Iteration 94Q: 3 clusters Score -2981524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2981526.250000 Penalty: 4745.180176
	Iteration 95Q: 3 clusters Score -2981526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2981520.500000 Penalty: 4745.180176
	Iteration 96Q: 3 clusters Score -2981520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2981522.750000 Penalty: 4745.180176
	Iteration 97Q: 3 clusters Score -2981523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2981519.000000 Penalty: 4745.180176
	Iteration 98Q: 3 clusters Score -2981519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2981517.000000 Penalty: 4745.180176
	Iteration 99Q: 3 clusters Score -2981517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2981515.750000 Penalty: 4745.180176
	Iteration 100F: 3 clusters Score -2981516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2981517.750000 Penalty: 4745.180176
	Iteration 101Q: 3 clusters Score -2981518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2981520.000000 Penalty: 4745.180176
	Iteration 102Q: 3 clusters Score -2981520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2981518.750000 Penalty: 4745.180176
	Iteration 103Q: 3 clusters Score -2981519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2981518.250000 Penalty: 4745.180176
	Iteration 104Q: 3 clusters Score -2981518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2981520.250000 Penalty: 4745.180176
	Iteration 105Q: 3 clusters Score -2981520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2981518.750000 Penalty: 4745.180176
	Iteration 106Q: 3 clusters Score -2981519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2981520.000000 Penalty: 4745.180176
	Iteration 107Q: 3 clusters Score -2981520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2981518.250000 Penalty: 4745.180176
	Iteration 108Q: 3 clusters Score -2981518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2981522.750000 Penalty: 4745.180176
	Iteration 109Q: 3 clusters Score -2981523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2981522.750000 Penalty: 4745.180176
	Iteration 110F: 3 clusters Score -2981523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (26665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Entering Unmasked Estep 
Score: -5198103.000000 Penalty: 2527.394531
	Iteration 0F: 2 clusters Score -5198103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -5180207.500000 Penalty: 5054.789062
	Iteration 0F: 3 clusters Score -5180208 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5186509.500000 Penalty: 5054.789062
	Iteration 1F: 3 clusters Score -5186510 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -5186917.000000 Penalty: 5054.789062
	Iteration 2Q: 3 clusters Score -5186917 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5187262.000000 Penalty: 5054.789062
	Iteration 3Q: 3 clusters Score -5187262 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5187563.500000 Penalty: 5054.789062
	Iteration 4Q: 3 clusters Score -5187564 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -5187862.500000 Penalty: 5054.789062
	Iteration 5Q: 3 clusters Score -5187862 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -5188185.500000 Penalty: 5054.789062
	Iteration 6Q: 3 clusters Score -5188186 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -5188571.000000 Penalty: 5054.789062
	Iteration 7Q: 3 clusters Score -5188571 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5189066.000000 Penalty: 5054.789062
	Iteration 8Q: 3 clusters Score -5189066 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -5189734.500000 Penalty: 5054.789062
	Iteration 9Q: 3 clusters Score -5189734 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -5190564.500000 Penalty: 5054.789062
	Iteration 10Q: 3 clusters Score -5190564 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -5191768.500000 Penalty: 5054.789062
	Iteration 11F: 3 clusters Score -5191768 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -5193098.500000 Penalty: 5054.789062
	Iteration 12F: 3 clusters Score -5193098 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -5194235.500000 Penalty: 5054.789062
	Iteration 13Q: 3 clusters Score -5194236 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -5194869.000000 Penalty: 5054.789062
	Iteration 14Q: 3 clusters Score -5194869 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -5195231.500000 Penalty: 5054.789062
	Iteration 15Q: 3 clusters Score -5195232 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -5195502.500000 Penalty: 5054.789062
	Iteration 16Q: 3 clusters Score -5195502 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5195641.500000 Penalty: 5054.789062
	Iteration 17Q: 3 clusters Score -5195642 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5195718.500000 Penalty: 5054.789062
	Iteration 18Q: 3 clusters Score -5195718 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -5195778.500000 Penalty: 5054.789062
	Iteration 19Q: 3 clusters Score -5195778 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -5195798.000000 Penalty: 5054.789062
	Iteration 20F: 3 clusters Score -5195798 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5195810.000000 Penalty: 5054.789062
	Iteration 21Q: 3 clusters Score -5195810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -5195824.000000 Penalty: 5054.789062
	Iteration 22Q: 3 clusters Score -5195824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -5195834.500000 Penalty: 5054.789062
	Iteration 23Q: 3 clusters Score -5195834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -5195844.000000 Penalty: 5054.789062
	Iteration 24Q: 3 clusters Score -5195844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -5195878.500000 Penalty: 5054.789062
	Iteration 25Q: 3 clusters Score -5195878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -5195888.000000 Penalty: 5054.789062
	Iteration 26Q: 3 clusters Score -5195888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -5195892.000000 Penalty: 5054.789062
	Iteration 27Q: 3 clusters Score -5195892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -5195882.500000 Penalty: 5054.789062
	Iteration 28Q: 3 clusters Score -5195882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5195888.000000 Penalty: 5054.789062
	Iteration 29Q: 3 clusters Score -5195888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -5195884.000000 Penalty: 5054.789062
	Iteration 30Q: 3 clusters Score -5195884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -5195877.500000 Penalty: 5054.789062
	Iteration 31Q: 3 clusters Score -5195878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -5195877.500000 Penalty: 5054.789062
	Iteration 32Q: 3 clusters Score -5195878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -5195872.500000 Penalty: 5054.789062
	Iteration 33Q: 3 clusters Score -5195872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -5195873.500000 Penalty: 5054.789062
	Iteration 34Q: 3 clusters Score -5195874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5195877.500000 Penalty: 5054.789062
	Iteration 35Q: 3 clusters Score -5195878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5195877.500000 Penalty: 5054.789062
	Iteration 36F: 3 clusters Score -5195878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (18422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Entering Unmasked Estep 
Score: -3593768.500000 Penalty: 2435.682617
	Iteration 0F: 2 clusters Score -3593768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3580776.500000 Penalty: 4871.365234
	Iteration 0F: 3 clusters Score -3580776 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3585028.000000 Penalty: 4871.365234
	Iteration 1F: 3 clusters Score -3585028 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3585422.750000 Penalty: 4871.365234
	Iteration 2F: 3 clusters Score -3585423 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3585790.500000 Penalty: 4871.365234
	Iteration 3Q: 3 clusters Score -3585790 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3586219.000000 Penalty: 4871.365234
	Iteration 4Q: 3 clusters Score -3586219 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3586732.000000 Penalty: 4871.365234
	Iteration 5F: 3 clusters Score -3586732 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3587349.500000 Penalty: 4871.365234
	Iteration 6F: 3 clusters Score -3587350 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3588176.750000 Penalty: 4871.365234
	Iteration 7F: 3 clusters Score -3588177 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3589141.500000 Penalty: 4871.365234
	Iteration 8F: 3 clusters Score -3589142 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3590170.750000 Penalty: 4871.365234
	Iteration 9F: 3 clusters Score -3590171 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3591010.750000 Penalty: 4871.365234
	Iteration 10Q: 3 clusters Score -3591011 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3591575.500000 Penalty: 4871.365234
	Iteration 11Q: 3 clusters Score -3591576 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3591832.750000 Penalty: 4871.365234
	Iteration 12Q: 3 clusters Score -3591833 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3591975.000000 Penalty: 4871.365234
	Iteration 13Q: 3 clusters Score -3591975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3592042.750000 Penalty: 4871.365234
	Iteration 14Q: 3 clusters Score -3592043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3592059.000000 Penalty: 4871.365234
	Iteration 15Q: 3 clusters Score -3592059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3592072.500000 Penalty: 4871.365234
	Iteration 16Q: 3 clusters Score -3592072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3592091.750000 Penalty: 4871.365234
	Iteration 17Q: 3 clusters Score -3592092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3592100.750000 Penalty: 4871.365234
	Iteration 18Q: 3 clusters Score -3592101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3592112.250000 Penalty: 4871.365234
	Iteration 19Q: 3 clusters Score -3592112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3592109.500000 Penalty: 4871.365234
	Iteration 20F: 3 clusters Score -3592110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3592110.000000 Penalty: 4871.365234
	Iteration 21Q: 3 clusters Score -3592110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3592114.000000 Penalty: 4871.365234
	Iteration 22Q: 3 clusters Score -3592114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3592113.000000 Penalty: 4871.365234
	Iteration 23Q: 3 clusters Score -3592113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3592113.000000 Penalty: 4871.365234
	Iteration 24F: 3 clusters Score -3592113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -403603.312500 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -403603.3 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 1081 members 
Entering Unmasked Estep 
Score: -400857.000000 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -400857 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -401392.500000 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -401392.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -401618.312500 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -401618.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -401788.281250 Penalty: 3801.283203
	Iteration 3F: 3 clusters Score -401788.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -401905.187500 Penalty: 3801.283203
	Iteration 4F: 3 clusters Score -401905.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -402042.031250 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -402042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -402203.500000 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -402203.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -402322.656250 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -402322.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -402408.656250 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -402408.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -402487.187500 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -402487.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -402545.781250 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -402545.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -402602.343750 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -402602.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -402634.468750 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -402634.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -402667.406250 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -402667.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -402702.375000 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -402702.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -402731.687500 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -402731.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -402753.562500 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -402753.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -402770.218750 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -402770.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -402778.968750 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -402779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -402784.562500 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -402784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -402786.843750 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -402786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -402789.843750 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -402789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -402791.750000 Penalty: 3801.283203
	Iteration 22Q: 3 clusters Score -402791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -402793.125000 Penalty: 3801.283203
	Iteration 23Q: 3 clusters Score -402793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -402793.437500 Penalty: 3801.283203
	Iteration 24Q: 3 clusters Score -402793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -402793.437500 Penalty: 3801.283203
	Iteration 25F: 3 clusters Score -402793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27166.193359 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27166.19 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27465.392578 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27465.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27542.267578 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -27542.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27582.660156 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -27582.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27585.519531 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -27585.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27630.521484 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -27630.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27647.701172 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -27647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27647.701172 Penalty: 2760.002197
	Iteration 7F: 3 clusters Score -27647.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (15050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Entering Unmasked Estep 
Score: -3116987.250000 Penalty: 2385.544922
	Iteration 0F: 2 clusters Score -3116987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3106061.750000 Penalty: 4771.089844
	Iteration 0F: 3 clusters Score -3106062 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3109570.250000 Penalty: 4771.089844
	Iteration 1F: 3 clusters Score -3109570 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3109873.250000 Penalty: 4771.089844
	Iteration 2F: 3 clusters Score -3109873 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3110101.250000 Penalty: 4771.089844
	Iteration 3Q: 3 clusters Score -3110101 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3110251.000000 Penalty: 4771.089844
	Iteration 4Q: 3 clusters Score -3110251 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3110412.750000 Penalty: 4771.089844
	Iteration 5Q: 3 clusters Score -3110413 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3110593.000000 Penalty: 4771.089844
	Iteration 6Q: 3 clusters Score -3110593 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3110824.500000 Penalty: 4771.089844
	Iteration 7Q: 3 clusters Score -3110824 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3111121.250000 Penalty: 4771.089844
	Iteration 8Q: 3 clusters Score -3111121 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3111512.000000 Penalty: 4771.089844
	Iteration 9Q: 3 clusters Score -3111512 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3112013.500000 Penalty: 4771.089844
	Iteration 10Q: 3 clusters Score -3112014 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3112621.000000 Penalty: 4771.089844
	Iteration 11F: 3 clusters Score -3112621 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3113208.250000 Penalty: 4771.089844
	Iteration 12F: 3 clusters Score -3113208 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3113701.250000 Penalty: 4771.089844
	Iteration 13Q: 3 clusters Score -3113701 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3114082.000000 Penalty: 4771.089844
	Iteration 14Q: 3 clusters Score -3114082 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3114353.500000 Penalty: 4771.089844
	Iteration 15Q: 3 clusters Score -3114354 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3114554.750000 Penalty: 4771.089844
	Iteration 16Q: 3 clusters Score -3114555 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3114659.000000 Penalty: 4771.089844
	Iteration 17Q: 3 clusters Score -3114659 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3114755.000000 Penalty: 4771.089844
	Iteration 18Q: 3 clusters Score -3114755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3114837.250000 Penalty: 4771.089844
	Iteration 19Q: 3 clusters Score -3114837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3114903.750000 Penalty: 4771.089844
	Iteration 20F: 3 clusters Score -3114904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3114932.750000 Penalty: 4771.089844
	Iteration 21Q: 3 clusters Score -3114933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3114958.750000 Penalty: 4771.089844
	Iteration 22Q: 3 clusters Score -3114959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3114960.000000 Penalty: 4771.089844
	Iteration 23Q: 3 clusters Score -3114960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3114961.750000 Penalty: 4771.089844
	Iteration 24Q: 3 clusters Score -3114962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3114963.250000 Penalty: 4771.089844
	Iteration 25Q: 3 clusters Score -3114963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3114963.250000 Penalty: 4771.089844
	Iteration 26F: 3 clusters Score -3114963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (35660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Entering Unmasked Estep 
Score: -6947917.500000 Penalty: 2599.482666
	Iteration 0F: 2 clusters Score -6947918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -6927154.000000 Penalty: 5198.965332
	Iteration 0F: 3 clusters Score -6927154 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6936022.500000 Penalty: 5198.965332
	Iteration 1F: 3 clusters Score -6936022 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -6936467.000000 Penalty: 5198.965332
	Iteration 2Q: 3 clusters Score -6936467 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -6936808.500000 Penalty: 5198.965332
	Iteration 3Q: 3 clusters Score -6936808 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6937186.000000 Penalty: 5198.965332
	Iteration 4Q: 3 clusters Score -6937186 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -6937488.000000 Penalty: 5198.965332
	Iteration 5Q: 3 clusters Score -6937488 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -6937870.000000 Penalty: 5198.965332
	Iteration 6Q: 3 clusters Score -6937870 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -6938356.000000 Penalty: 5198.965332
	Iteration 7Q: 3 clusters Score -6938356 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -6939145.000000 Penalty: 5198.965332
	Iteration 8Q: 3 clusters Score -6939145 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -6940284.500000 Penalty: 5198.965332
	Iteration 9Q: 3 clusters Score -6940284 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -6941889.000000 Penalty: 5198.965332
	Iteration 10F: 3 clusters Score -6941889 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -6943509.500000 Penalty: 5198.965332
	Iteration 11F: 3 clusters Score -6943510 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -6944634.500000 Penalty: 5198.965332
	Iteration 12F: 3 clusters Score -6944634 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6945453.000000 Penalty: 5198.965332
	Iteration 13Q: 3 clusters Score -6945453 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -6946045.000000 Penalty: 5198.965332
	Iteration 14Q: 3 clusters Score -6946045 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -6946541.500000 Penalty: 5198.965332
	Iteration 15Q: 3 clusters Score -6946542 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -6946906.500000 Penalty: 5198.965332
	Iteration 16Q: 3 clusters Score -6946906 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -6947179.000000 Penalty: 5198.965332
	Iteration 17Q: 3 clusters Score -6947179 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -6947326.500000 Penalty: 5198.965332
	Iteration 18Q: 3 clusters Score -6947326 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -6947432.500000 Penalty: 5198.965332
	Iteration 19Q: 3 clusters Score -6947432 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -6947497.500000 Penalty: 5198.965332
	Iteration 20F: 3 clusters Score -6947498 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -6947578.000000 Penalty: 5198.965332
	Iteration 21Q: 3 clusters Score -6947578 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -6947570.000000 Penalty: 5198.965332
	Iteration 22Q: 3 clusters Score -6947570 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -6947550.000000 Penalty: 5198.965332
	Iteration 23Q: 3 clusters Score -6947550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -6947520.500000 Penalty: 5198.965332
	Iteration 24Q: 3 clusters Score -6947520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -6947503.000000 Penalty: 5198.965332
	Iteration 25Q: 3 clusters Score -6947503 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -6947480.000000 Penalty: 5198.965332
	Iteration 26Q: 3 clusters Score -6947480 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -6947486.000000 Penalty: 5198.965332
	Iteration 27Q: 3 clusters Score -6947486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -6947478.500000 Penalty: 5198.965332
	Iteration 28Q: 3 clusters Score -6947478 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6947452.000000 Penalty: 5198.965332
	Iteration 29Q: 3 clusters Score -6947452 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -6947421.500000 Penalty: 5198.965332
	Iteration 30Q: 3 clusters Score -6947422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -6947430.000000 Penalty: 5198.965332
	Iteration 31Q: 3 clusters Score -6947430 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -6947408.500000 Penalty: 5198.965332
	Iteration 32Q: 3 clusters Score -6947408 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -6947363.000000 Penalty: 5198.965332
	Iteration 33Q: 3 clusters Score -6947363 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -6947322.000000 Penalty: 5198.965332
	Iteration 34Q: 3 clusters Score -6947322 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -6947280.000000 Penalty: 5198.965332
	Iteration 35Q: 3 clusters Score -6947280 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -6947195.000000 Penalty: 5198.965332
	Iteration 36Q: 3 clusters Score -6947195 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -6947155.000000 Penalty: 5198.965332
	Iteration 37Q: 3 clusters Score -6947155 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -6947104.500000 Penalty: 5198.965332
	Iteration 38Q: 3 clusters Score -6947104 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -6947061.000000 Penalty: 5198.965332
	Iteration 39Q: 3 clusters Score -6947061 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -6947015.000000 Penalty: 5198.965332
	Iteration 40F: 3 clusters Score -6947015 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -6946985.000000 Penalty: 5198.965332
	Iteration 41Q: 3 clusters Score -6946985 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -6946943.000000 Penalty: 5198.965332
	Iteration 42Q: 3 clusters Score -6946943 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -6946933.500000 Penalty: 5198.965332
	Iteration 43Q: 3 clusters Score -6946934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -6946901.000000 Penalty: 5198.965332
	Iteration 44Q: 3 clusters Score -6946901 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -6946869.500000 Penalty: 5198.965332
	Iteration 45Q: 3 clusters Score -6946870 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -6946856.000000 Penalty: 5198.965332
	Iteration 46Q: 3 clusters Score -6946856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -6946860.500000 Penalty: 5198.965332
	Iteration 47Q: 3 clusters Score -6946860 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -6946844.500000 Penalty: 5198.965332
	Iteration 48Q: 3 clusters Score -6946844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6946845.000000 Penalty: 5198.965332
	Iteration 49Q: 3 clusters Score -6946845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -6946818.500000 Penalty: 5198.965332
	Iteration 50Q: 3 clusters Score -6946818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -6946803.500000 Penalty: 5198.965332
	Iteration 51Q: 3 clusters Score -6946804 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -6946784.000000 Penalty: 5198.965332
	Iteration 52Q: 3 clusters Score -6946784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -6946767.500000 Penalty: 5198.965332
	Iteration 53Q: 3 clusters Score -6946768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -6946775.000000 Penalty: 5198.965332
	Iteration 54Q: 3 clusters Score -6946775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -6946742.000000 Penalty: 5198.965332
	Iteration 55Q: 3 clusters Score -6946742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -6946721.000000 Penalty: 5198.965332
	Iteration 56Q: 3 clusters Score -6946721 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -6946720.500000 Penalty: 5198.965332
	Iteration 57Q: 3 clusters Score -6946720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -6946688.000000 Penalty: 5198.965332
	Iteration 58Q: 3 clusters Score -6946688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -6946664.000000 Penalty: 5198.965332
	Iteration 59Q: 3 clusters Score -6946664 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -6946638.500000 Penalty: 5198.965332
	Iteration 60F: 3 clusters Score -6946638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -6946616.000000 Penalty: 5198.965332
	Iteration 61Q: 3 clusters Score -6946616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -6946605.500000 Penalty: 5198.965332
	Iteration 62Q: 3 clusters Score -6946606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -6946586.500000 Penalty: 5198.965332
	Iteration 63Q: 3 clusters Score -6946586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -6946590.500000 Penalty: 5198.965332
	Iteration 64Q: 3 clusters Score -6946590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -6946594.500000 Penalty: 5198.965332
	Iteration 65Q: 3 clusters Score -6946594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -6946579.000000 Penalty: 5198.965332
	Iteration 66Q: 3 clusters Score -6946579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -6946584.000000 Penalty: 5198.965332
	Iteration 67Q: 3 clusters Score -6946584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -6946589.000000 Penalty: 5198.965332
	Iteration 68Q: 3 clusters Score -6946589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -6946570.500000 Penalty: 5198.965332
	Iteration 69Q: 3 clusters Score -6946570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -6946544.000000 Penalty: 5198.965332
	Iteration 70Q: 3 clusters Score -6946544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -6946527.500000 Penalty: 5198.965332
	Iteration 71Q: 3 clusters Score -6946528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -6946513.500000 Penalty: 5198.965332
	Iteration 72Q: 3 clusters Score -6946514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -6946491.000000 Penalty: 5198.965332
	Iteration 73Q: 3 clusters Score -6946491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -6946476.000000 Penalty: 5198.965332
	Iteration 74Q: 3 clusters Score -6946476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -6946467.500000 Penalty: 5198.965332
	Iteration 75Q: 3 clusters Score -6946468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -6946446.000000 Penalty: 5198.965332
	Iteration 76Q: 3 clusters Score -6946446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -6946448.000000 Penalty: 5198.965332
	Iteration 77Q: 3 clusters Score -6946448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -6946451.000000 Penalty: 5198.965332
	Iteration 78Q: 3 clusters Score -6946451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -6946449.000000 Penalty: 5198.965332
	Iteration 79Q: 3 clusters Score -6946449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -6946450.500000 Penalty: 5198.965332
	Iteration 80F: 3 clusters Score -6946450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6946440.500000 Penalty: 5198.965332
	Iteration 81Q: 3 clusters Score -6946440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -6946436.500000 Penalty: 5198.965332
	Iteration 82Q: 3 clusters Score -6946436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -6946437.000000 Penalty: 5198.965332
	Iteration 83Q: 3 clusters Score -6946437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -6946433.000000 Penalty: 5198.965332
	Iteration 84Q: 3 clusters Score -6946433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -6946421.000000 Penalty: 5198.965332
	Iteration 85Q: 3 clusters Score -6946421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -6946421.500000 Penalty: 5198.965332
	Iteration 86Q: 3 clusters Score -6946422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -6946419.500000 Penalty: 5198.965332
	Iteration 87Q: 3 clusters Score -6946420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -6946415.000000 Penalty: 5198.965332
	Iteration 88Q: 3 clusters Score -6946415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -6946423.000000 Penalty: 5198.965332
	Iteration 89Q: 3 clusters Score -6946423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -6946417.000000 Penalty: 5198.965332
	Iteration 90Q: 3 clusters Score -6946417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -6946427.500000 Penalty: 5198.965332
	Iteration 91Q: 3 clusters Score -6946428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -6946422.000000 Penalty: 5198.965332
	Iteration 92Q: 3 clusters Score -6946422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -6946423.000000 Penalty: 5198.965332
	Iteration 93Q: 3 clusters Score -6946423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -6946424.000000 Penalty: 5198.965332
	Iteration 94Q: 3 clusters Score -6946424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -6946420.000000 Penalty: 5198.965332
	Iteration 95Q: 3 clusters Score -6946420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -6946420.000000 Penalty: 5198.965332
	Iteration 96F: 3 clusters Score -6946420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -984083.562500 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -984083.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -979477.562500 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -979477.6 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -980696.500000 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -980696.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -981010.250000 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -981010.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -981215.437500 Penalty: 4242.357422
	Iteration 3F: 3 clusters Score -981215.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -981333.062500 Penalty: 4242.357422
	Iteration 4Q: 3 clusters Score -981333.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -981415.312500 Penalty: 4242.357422
	Iteration 5Q: 3 clusters Score -981415.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -981495.562500 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -981495.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -981549.937500 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -981549.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -981596.500000 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -981596.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -981640.000000 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -981640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -981682.062500 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -981682.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -981728.437500 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -981728.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -981777.250000 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -981777.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -981819.500000 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -981819.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -981852.562500 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -981852.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -981882.812500 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -981882.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -981909.187500 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -981909.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -981932.937500 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -981932.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -981959.437500 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -981959.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -981978.125000 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -981978.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -981996.062500 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -981996.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -982013.875000 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -982013.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -982032.687500 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -982032.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -982049.250000 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -982049.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -982067.375000 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -982067.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -982083.625000 Penalty: 4242.357422
	Iteration 25Q: 3 clusters Score -982083.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -982100.437500 Penalty: 4242.357422
	Iteration 26Q: 3 clusters Score -982100.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -982116.312500 Penalty: 4242.357422
	Iteration 27Q: 3 clusters Score -982116.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -982131.625000 Penalty: 4242.357422
	Iteration 28Q: 3 clusters Score -982131.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -982150.500000 Penalty: 4242.357422
	Iteration 29Q: 3 clusters Score -982150.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -982168.375000 Penalty: 4242.357422
	Iteration 30Q: 3 clusters Score -982168.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -982189.062500 Penalty: 4242.357422
	Iteration 31Q: 3 clusters Score -982189.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -982198.187500 Penalty: 4242.357422
	Iteration 32Q: 3 clusters Score -982198.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -982208.687500 Penalty: 4242.357422
	Iteration 33Q: 3 clusters Score -982208.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -982223.312500 Penalty: 4242.357422
	Iteration 34Q: 3 clusters Score -982223.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -982234.000000 Penalty: 4242.357422
	Iteration 35Q: 3 clusters Score -982234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -982240.312500 Penalty: 4242.357422
	Iteration 36Q: 3 clusters Score -982240.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -982244.187500 Penalty: 4242.357422
	Iteration 37Q: 3 clusters Score -982244.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -982247.562500 Penalty: 4242.357422
	Iteration 38Q: 3 clusters Score -982247.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -982253.062500 Penalty: 4242.357422
	Iteration 39Q: 3 clusters Score -982253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -982257.062500 Penalty: 4242.357422
	Iteration 40F: 3 clusters Score -982257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -982259.062500 Penalty: 4242.357422
	Iteration 41Q: 3 clusters Score -982259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -982263.062500 Penalty: 4242.357422
	Iteration 42Q: 3 clusters Score -982263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -982267.937500 Penalty: 4242.357422
	Iteration 43Q: 3 clusters Score -982267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -982276.750000 Penalty: 4242.357422
	Iteration 44Q: 3 clusters Score -982276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -982282.687500 Penalty: 4242.357422
	Iteration 45Q: 3 clusters Score -982282.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -982292.750000 Penalty: 4242.357422
	Iteration 46Q: 3 clusters Score -982292.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -982303.125000 Penalty: 4242.357422
	Iteration 47Q: 3 clusters Score -982303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -982309.437500 Penalty: 4242.357422
	Iteration 48Q: 3 clusters Score -982309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -982314.000000 Penalty: 4242.357422
	Iteration 49Q: 3 clusters Score -982314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -982316.250000 Penalty: 4242.357422
	Iteration 50Q: 3 clusters Score -982316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -982317.812500 Penalty: 4242.357422
	Iteration 51Q: 3 clusters Score -982317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -982318.937500 Penalty: 4242.357422
	Iteration 52Q: 3 clusters Score -982318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -982324.125000 Penalty: 4242.357422
	Iteration 53Q: 3 clusters Score -982324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -982327.562500 Penalty: 4242.357422
	Iteration 54Q: 3 clusters Score -982327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -982330.375000 Penalty: 4242.357422
	Iteration 55Q: 3 clusters Score -982330.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -982332.375000 Penalty: 4242.357422
	Iteration 56Q: 3 clusters Score -982332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -982335.812500 Penalty: 4242.357422
	Iteration 57Q: 3 clusters Score -982335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -982338.750000 Penalty: 4242.357422
	Iteration 58Q: 3 clusters Score -982338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -982340.000000 Penalty: 4242.357422
	Iteration 59Q: 3 clusters Score -982340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -982341.062500 Penalty: 4242.357422
	Iteration 60F: 3 clusters Score -982341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (16267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Entering Unmasked Estep 
Score: -3425128.750000 Penalty: 2404.829590
	Iteration 0F: 2 clusters Score -3425129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3414521.750000 Penalty: 4809.659180
	Iteration 0F: 3 clusters Score -3414522 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3418427.750000 Penalty: 4809.659180
	Iteration 1F: 3 clusters Score -3418428 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3418894.250000 Penalty: 4809.659180
	Iteration 2F: 3 clusters Score -3418894 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3419263.000000 Penalty: 4809.659180
	Iteration 3F: 3 clusters Score -3419263 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3419581.250000 Penalty: 4809.659180
	Iteration 4Q: 3 clusters Score -3419581 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3419871.000000 Penalty: 4809.659180
	Iteration 5Q: 3 clusters Score -3419871 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3420220.000000 Penalty: 4809.659180
	Iteration 6Q: 3 clusters Score -3420220 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3420591.250000 Penalty: 4809.659180
	Iteration 7Q: 3 clusters Score -3420591 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3420955.250000 Penalty: 4809.659180
	Iteration 8Q: 3 clusters Score -3420955 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3421361.000000 Penalty: 4809.659180
	Iteration 9Q: 3 clusters Score -3421361 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3421800.250000 Penalty: 4809.659180
	Iteration 10Q: 3 clusters Score -3421800 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3422228.500000 Penalty: 4809.659180
	Iteration 11Q: 3 clusters Score -3422228 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3422557.750000 Penalty: 4809.659180
	Iteration 12Q: 3 clusters Score -3422558 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3422762.250000 Penalty: 4809.659180
	Iteration 13Q: 3 clusters Score -3422762 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3422919.250000 Penalty: 4809.659180
	Iteration 14Q: 3 clusters Score -3422919 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3423030.750000 Penalty: 4809.659180
	Iteration 15Q: 3 clusters Score -3423031 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3423117.750000 Penalty: 4809.659180
	Iteration 16Q: 3 clusters Score -3423118 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3423180.250000 Penalty: 4809.659180
	Iteration 17Q: 3 clusters Score -3423180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3423220.250000 Penalty: 4809.659180
	Iteration 18Q: 3 clusters Score -3423220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3423250.000000 Penalty: 4809.659180
	Iteration 19Q: 3 clusters Score -3423250 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3423265.750000 Penalty: 4809.659180
	Iteration 20F: 3 clusters Score -3423266 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3423272.750000 Penalty: 4809.659180
	Iteration 21Q: 3 clusters Score -3423273 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3423290.500000 Penalty: 4809.659180
	Iteration 22Q: 3 clusters Score -3423290 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3423308.250000 Penalty: 4809.659180
	Iteration 23Q: 3 clusters Score -3423308 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3423359.750000 Penalty: 4809.659180
	Iteration 24Q: 3 clusters Score -3423360 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3423385.250000 Penalty: 4809.659180
	Iteration 25Q: 3 clusters Score -3423385 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3423399.250000 Penalty: 4809.659180
	Iteration 26Q: 3 clusters Score -3423399 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3423396.500000 Penalty: 4809.659180
	Iteration 27Q: 3 clusters Score -3423396 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3423418.250000 Penalty: 4809.659180
	Iteration 28Q: 3 clusters Score -3423418 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3423428.750000 Penalty: 4809.659180
	Iteration 29Q: 3 clusters Score -3423429 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3423416.000000 Penalty: 4809.659180
	Iteration 30Q: 3 clusters Score -3423416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3423404.750000 Penalty: 4809.659180
	Iteration 31Q: 3 clusters Score -3423405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3423407.000000 Penalty: 4809.659180
	Iteration 32Q: 3 clusters Score -3423407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3423425.750000 Penalty: 4809.659180
	Iteration 33Q: 3 clusters Score -3423426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3423432.000000 Penalty: 4809.659180
	Iteration 34Q: 3 clusters Score -3423432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3423425.750000 Penalty: 4809.659180
	Iteration 35Q: 3 clusters Score -3423426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3423436.750000 Penalty: 4809.659180
	Iteration 36Q: 3 clusters Score -3423437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3423434.500000 Penalty: 4809.659180
	Iteration 37Q: 3 clusters Score -3423434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3423436.500000 Penalty: 4809.659180
	Iteration 38Q: 3 clusters Score -3423436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3423436.000000 Penalty: 4809.659180
	Iteration 39Q: 3 clusters Score -3423436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3423436.000000 Penalty: 4809.659180
	Iteration 40F: 3 clusters Score -3423436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3423427.000000 Penalty: 4809.659180
	Iteration 41Q: 3 clusters Score -3423427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3423426.250000 Penalty: 4809.659180
	Iteration 42Q: 3 clusters Score -3423426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3423427.500000 Penalty: 4809.659180
	Iteration 43Q: 3 clusters Score -3423428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3423423.750000 Penalty: 4809.659180
	Iteration 44Q: 3 clusters Score -3423424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3423421.750000 Penalty: 4809.659180
	Iteration 45Q: 3 clusters Score -3423422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3423421.250000 Penalty: 4809.659180
	Iteration 46Q: 3 clusters Score -3423421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3423421.250000 Penalty: 4809.659180
	Iteration 47F: 3 clusters Score -3423421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (26557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Entering Unmasked Estep 
Score: -5171718.000000 Penalty: 2526.388184
	Iteration 0F: 2 clusters Score -5171718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5153565.000000 Penalty: 5052.776367
	Iteration 0F: 3 clusters Score -5153565 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5160312.000000 Penalty: 5052.776367
	Iteration 1F: 3 clusters Score -5160312 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5160969.500000 Penalty: 5052.776367
	Iteration 2F: 3 clusters Score -5160970 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -5161675.500000 Penalty: 5052.776367
	Iteration 3F: 3 clusters Score -5161676 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5162485.500000 Penalty: 5052.776367
	Iteration 4F: 3 clusters Score -5162486 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -5163467.000000 Penalty: 5052.776367
	Iteration 5F: 3 clusters Score -5163467 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5164802.000000 Penalty: 5052.776367
	Iteration 6F: 3 clusters Score -5164802 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -5166310.500000 Penalty: 5052.776367
	Iteration 7F: 3 clusters Score -5166310 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5167549.000000 Penalty: 5052.776367
	Iteration 8F: 3 clusters Score -5167549 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -5168197.500000 Penalty: 5052.776367
	Iteration 9Q: 3 clusters Score -5168198 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -5168437.000000 Penalty: 5052.776367
	Iteration 10Q: 3 clusters Score -5168437 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -5168599.000000 Penalty: 5052.776367
	Iteration 11Q: 3 clusters Score -5168599 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -5168700.000000 Penalty: 5052.776367
	Iteration 12Q: 3 clusters Score -5168700 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5168757.500000 Penalty: 5052.776367
	Iteration 13Q: 3 clusters Score -5168758 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5168789.000000 Penalty: 5052.776367
	Iteration 14Q: 3 clusters Score -5168789 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5168810.000000 Penalty: 5052.776367
	Iteration 15Q: 3 clusters Score -5168810 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -5168833.000000 Penalty: 5052.776367
	Iteration 16Q: 3 clusters Score -5168833 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -5168831.500000 Penalty: 5052.776367
	Iteration 17Q: 3 clusters Score -5168832 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5168875.000000 Penalty: 5052.776367
	Iteration 18Q: 3 clusters Score -5168875 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5168911.500000 Penalty: 5052.776367
	Iteration 19Q: 3 clusters Score -5168912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5168921.000000 Penalty: 5052.776367
	Iteration 20F: 3 clusters Score -5168921 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -5168899.500000 Penalty: 5052.776367
	Iteration 21Q: 3 clusters Score -5168900 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5168921.000000 Penalty: 5052.776367
	Iteration 22Q: 3 clusters Score -5168921 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5168904.500000 Penalty: 5052.776367
	Iteration 23Q: 3 clusters Score -5168904 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -5168890.500000 Penalty: 5052.776367
	Iteration 24Q: 3 clusters Score -5168890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -5168882.500000 Penalty: 5052.776367
	Iteration 25Q: 3 clusters Score -5168882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5168871.000000 Penalty: 5052.776367
	Iteration 26Q: 3 clusters Score -5168871 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -5168860.500000 Penalty: 5052.776367
	Iteration 27Q: 3 clusters Score -5168860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5168807.000000 Penalty: 5052.776367
	Iteration 28Q: 3 clusters Score -5168807 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -5168813.500000 Penalty: 5052.776367
	Iteration 29Q: 3 clusters Score -5168814 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5168794.500000 Penalty: 5052.776367
	Iteration 30Q: 3 clusters Score -5168794 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -5168804.000000 Penalty: 5052.776367
	Iteration 31Q: 3 clusters Score -5168804 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5168804 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5168802 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5168781 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5168764 nChanged 124
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Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5168753 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5168751 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5168730 nChanged 102
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Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5168739 nChanged 106
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Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5168742 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5168735 nChanged 78
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Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5168732 nChanged 79
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5168732 nChanged 89
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Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5168718 nChanged 104
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Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5168716 nChanged 97
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Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5168706 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5168683 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5168676 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5168662 nChanged 150
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Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5168666 nChanged 133
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Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5168684 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5168681 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5168680 nChanged 78
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Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5168684 nChanged 78
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Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5168684 nChanged 86
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Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5168674 nChanged 78
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Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5168672 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5168674 nChanged 64
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5168672 nChanged 60
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Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5168666 nChanged 73
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Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5168670 nChanged 98
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Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5168650 nChanged 91
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Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5168666 nChanged 95
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Mstep: Class 1 contains 7524 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5168653 nChanged 72
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Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5168635 nChanged 71
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Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5168638 nChanged 74
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Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5168649 nChanged 86
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Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5168662 nChanged 67
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Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5168664 nChanged 88
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Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5168650 nChanged 95
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Mstep: Class 1 contains 6877 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 19755 members 
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	Iteration 76Q: 3 clusters Score -5168652 nChanged 90
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Mstep: Class 1 contains 6714 members 
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	Iteration 77Q: 3 clusters Score -5168652 nChanged 57
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Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5168649 nChanged 56
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Mstep: Class 1 contains 6615 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5168648 nChanged 65
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Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5168650 nChanged 63
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Mstep: Class 1 contains 6499 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5168658 nChanged 51
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Mstep: Class 1 contains 6450 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5168669 nChanged 50
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Mstep: Class 1 contains 6400 members 
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	Iteration 83Q: 3 clusters Score -5168658 nChanged 46
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Mstep: Class 1 contains 6358 members 
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	Iteration 84Q: 3 clusters Score -5168666 nChanged 30
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Mstep: Class 1 contains 6332 members 
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	Iteration 85Q: 3 clusters Score -5168676 nChanged 31
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Mstep: Class 1 contains 6307 members 
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	Iteration 86Q: 3 clusters Score -5168689 nChanged 29
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Mstep: Class 1 contains 6280 members 
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	Iteration 87Q: 3 clusters Score -5168677 nChanged 29
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Mstep: Class 1 contains 6257 members 
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	Iteration 88Q: 3 clusters Score -5168681 nChanged 23
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Mstep: Class 1 contains 6238 members 
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	Iteration 89Q: 3 clusters Score -5168676 nChanged 24
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Mstep: Class 1 contains 6216 members 
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Mstep: Class 1 contains 6189 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6158 members 
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Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 20430 members 
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	Iteration 93Q: 3 clusters Score -5168690 nChanged 30
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Mstep: Class 1 contains 6101 members 
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	Iteration 94Q: 3 clusters Score -5168679 nChanged 42
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Mstep: Class 1 contains 6065 members 
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	Iteration 95Q: 3 clusters Score -5168675 nChanged 37
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Mstep: Class 1 contains 6030 members 
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	Iteration 96Q: 3 clusters Score -5168662 nChanged 31
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Mstep: Class 1 contains 6001 members 
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	Iteration 97Q: 3 clusters Score -5168668 nChanged 35
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Mstep: Class 1 contains 5970 members 
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	Iteration 98Q: 3 clusters Score -5168672 nChanged 35
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Mstep: Class 1 contains 5943 members 
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	Iteration 99Q: 3 clusters Score -5168668 nChanged 35
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Mstep: Class 1 contains 5924 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5168672 nChanged 31
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Mstep: Class 1 contains 5899 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5168666 nChanged 39
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Mstep: Class 1 contains 5862 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5168656 nChanged 38
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Mstep: Class 1 contains 5826 members 
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	Iteration 103Q: 3 clusters Score -5168655 nChanged 43
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Mstep: Class 1 contains 5785 members 
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Mstep: Class 1 contains 5730 members 
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	Iteration 105Q: 3 clusters Score -5168664 nChanged 67
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Mstep: Class 1 contains 5665 members 
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	Iteration 106Q: 3 clusters Score -5168676 nChanged 73
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	Iteration 109Q: 3 clusters Score -5168716 nChanged 121
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	Iteration 111Q: 3 clusters Score -5168748 nChanged 120
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Mstep: Class 1 contains 4931 members 
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	Iteration 113Q: 3 clusters Score -5168792 nChanged 121
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Mstep: Class 1 contains 4810 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5168812 nChanged 146
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Mstep: Class 1 contains 4664 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5168828 nChanged 126
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	Iteration 116Q: 3 clusters Score -5168843 nChanged 149
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	Iteration 117Q: 3 clusters Score -5168858 nChanged 189
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	Iteration 118Q: 3 clusters Score -5168882 nChanged 185
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Mstep: Class 1 contains 4033 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5168936 nChanged 180
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Mstep: Class 1 contains 3855 members 
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	Iteration 120F: 3 clusters Score -5168966 nChanged 169
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Mstep: Class 1 contains 3686 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5169040 nChanged 188
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	Iteration 123Q: 3 clusters Score -5169076 nChanged 194
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5169118 nChanged 176
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Mstep: Class 1 contains 2963 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5169171 nChanged 178
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Entering Unmasked Estep 
Score: -5169214.500000 Penalty: 5052.776367
	Iteration 126Q: 3 clusters Score -5169214 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5169240.500000 Penalty: 5052.776367
	Iteration 127Q: 3 clusters Score -5169240 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -5169283.500000 Penalty: 5052.776367
	Iteration 128Q: 3 clusters Score -5169284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -5169315.500000 Penalty: 5052.776367
	Iteration 129Q: 3 clusters Score -5169316 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5169346.500000 Penalty: 5052.776367
	Iteration 130Q: 3 clusters Score -5169346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -5169360.500000 Penalty: 5052.776367
	Iteration 131Q: 3 clusters Score -5169360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -5169379.500000 Penalty: 5052.776367
	Iteration 132Q: 3 clusters Score -5169380 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5169399.500000 Penalty: 5052.776367
	Iteration 133Q: 3 clusters Score -5169400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -5169422.000000 Penalty: 5052.776367
	Iteration 134Q: 3 clusters Score -5169422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5169474.000000 Penalty: 5052.776367
	Iteration 135Q: 3 clusters Score -5169474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -5169499.000000 Penalty: 5052.776367
	Iteration 136Q: 3 clusters Score -5169499 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -5169539.000000 Penalty: 5052.776367
	Iteration 137Q: 3 clusters Score -5169539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5169559.500000 Penalty: 5052.776367
	Iteration 138Q: 3 clusters Score -5169560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -5169578.000000 Penalty: 5052.776367
	Iteration 139Q: 3 clusters Score -5169578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5169611.500000 Penalty: 5052.776367
	Iteration 140F: 3 clusters Score -5169612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5169634.500000 Penalty: 5052.776367
	Iteration 141Q: 3 clusters Score -5169634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5169654.500000 Penalty: 5052.776367
	Iteration 142Q: 3 clusters Score -5169654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5169675.500000 Penalty: 5052.776367
	Iteration 143Q: 3 clusters Score -5169676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -5169680.000000 Penalty: 5052.776367
	Iteration 144Q: 3 clusters Score -5169680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5169704.500000 Penalty: 5052.776367
	Iteration 145Q: 3 clusters Score -5169704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -5169723.000000 Penalty: 5052.776367
	Iteration 146Q: 3 clusters Score -5169723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -5169718.500000 Penalty: 5052.776367
	Iteration 147Q: 3 clusters Score -5169718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -5169734.500000 Penalty: 5052.776367
	Iteration 148Q: 3 clusters Score -5169734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5169736.000000 Penalty: 5052.776367
	Iteration 149Q: 3 clusters Score -5169736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -5169740.000000 Penalty: 5052.776367
	Iteration 150Q: 3 clusters Score -5169740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -5169737.000000 Penalty: 5052.776367
	Iteration 151Q: 3 clusters Score -5169737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -5169736.000000 Penalty: 5052.776367
	Iteration 152Q: 3 clusters Score -5169736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -5169732.500000 Penalty: 5052.776367
	Iteration 153Q: 3 clusters Score -5169732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -5169739.500000 Penalty: 5052.776367
	Iteration 154Q: 3 clusters Score -5169740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -5169749.000000 Penalty: 5052.776367
	Iteration 155Q: 3 clusters Score -5169749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5169749.500000 Penalty: 5052.776367
	Iteration 156Q: 3 clusters Score -5169750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5169757.500000 Penalty: 5052.776367
	Iteration 157Q: 3 clusters Score -5169758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5169759.000000 Penalty: 5052.776367
	Iteration 158Q: 3 clusters Score -5169759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5169764.500000 Penalty: 5052.776367
	Iteration 159Q: 3 clusters Score -5169764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5169763.500000 Penalty: 5052.776367
	Iteration 160F: 3 clusters Score -5169764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5169767.000000 Penalty: 5052.776367
	Iteration 161Q: 3 clusters Score -5169767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5169773.500000 Penalty: 5052.776367
	Iteration 162Q: 3 clusters Score -5169774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5169773.500000 Penalty: 5052.776367
	Iteration 163Q: 3 clusters Score -5169774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5169779.000000 Penalty: 5052.776367
	Iteration 164Q: 3 clusters Score -5169779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5169782.500000 Penalty: 5052.776367
	Iteration 165Q: 3 clusters Score -5169782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -5169784.500000 Penalty: 5052.776367
	Iteration 166Q: 3 clusters Score -5169784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -5169785.500000 Penalty: 5052.776367
	Iteration 167Q: 3 clusters Score -5169786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5169786.000000 Penalty: 5052.776367
	Iteration 168Q: 3 clusters Score -5169786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -5169788.500000 Penalty: 5052.776367
	Iteration 169Q: 3 clusters Score -5169788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -5169786.000000 Penalty: 5052.776367
	Iteration 170Q: 3 clusters Score -5169786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -5169785.500000 Penalty: 5052.776367
	Iteration 171Q: 3 clusters Score -5169786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5169786.000000 Penalty: 5052.776367
	Iteration 172Q: 3 clusters Score -5169786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -5169783.500000 Penalty: 5052.776367
	Iteration 173Q: 3 clusters Score -5169784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5169786.500000 Penalty: 5052.776367
	Iteration 174Q: 3 clusters Score -5169786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -5169782.500000 Penalty: 5052.776367
	Iteration 175Q: 3 clusters Score -5169782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5169785.000000 Penalty: 5052.776367
	Iteration 176Q: 3 clusters Score -5169785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -5169788.000000 Penalty: 5052.776367
	Iteration 177Q: 3 clusters Score -5169788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -5169788.000000 Penalty: 5052.776367
	Iteration 178F: 3 clusters Score -5169788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -88450.726562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -88450.73 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 288 members 
Entering Unmasked Estep 
Score: -86990.085938 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -86990.09 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87320.968750 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -87320.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87465.703125 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -87465.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87565.578125 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -87565.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87610.109375 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -87610.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87615.585938 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -87615.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87615.585938 Penalty: 3150.039307
	Iteration 6F: 3 clusters Score -87615.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -114212.039062 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -114212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -112586.328125 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -112586.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112866.906250 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -112866.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112978.000000 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -112978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113043.656250 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -113043.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -113076.828125 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -113076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -113100.914062 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -113100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -113120.429688 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -113120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113124.546875 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -113124.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113137.554688 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -113137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -113148.539062 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -113148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113156.453125 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -113156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113156.453125 Penalty: 3232.764893
	Iteration 11F: 3 clusters Score -113156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (24786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Entering Unmasked Estep 
Score: -5215232.000000 Penalty: 2509.272461
	Iteration 0F: 2 clusters Score -5215232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5203092.500000 Penalty: 5018.544922
	Iteration 0F: 3 clusters Score -5203092 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5209001.500000 Penalty: 5018.544922
	Iteration 1F: 3 clusters Score -5209002 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -5209373.500000 Penalty: 5018.544922
	Iteration 2Q: 3 clusters Score -5209374 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -5209672.000000 Penalty: 5018.544922
	Iteration 3Q: 3 clusters Score -5209672 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -5209847.500000 Penalty: 5018.544922
	Iteration 4Q: 3 clusters Score -5209848 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -5210030.500000 Penalty: 5018.544922
	Iteration 5Q: 3 clusters Score -5210030 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -5210176.000000 Penalty: 5018.544922
	Iteration 6Q: 3 clusters Score -5210176 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -5210310.500000 Penalty: 5018.544922
	Iteration 7Q: 3 clusters Score -5210310 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5210449.500000 Penalty: 5018.544922
	Iteration 8Q: 3 clusters Score -5210450 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -5210588.500000 Penalty: 5018.544922
	Iteration 9Q: 3 clusters Score -5210588 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5210674.500000 Penalty: 5018.544922
	Iteration 10Q: 3 clusters Score -5210674 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -5210806.000000 Penalty: 5018.544922
	Iteration 11Q: 3 clusters Score -5210806 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5210952.500000 Penalty: 5018.544922
	Iteration 12Q: 3 clusters Score -5210952 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -5211226.000000 Penalty: 5018.544922
	Iteration 13Q: 3 clusters Score -5211226 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5211636.500000 Penalty: 5018.544922
	Iteration 14Q: 3 clusters Score -5211636 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5212168.000000 Penalty: 5018.544922
	Iteration 15Q: 3 clusters Score -5212168 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5212674.000000 Penalty: 5018.544922
	Iteration 16Q: 3 clusters Score -5212674 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5212958.500000 Penalty: 5018.544922
	Iteration 17Q: 3 clusters Score -5212958 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5213204.000000 Penalty: 5018.544922
	Iteration 18Q: 3 clusters Score -5213204 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -5213298.000000 Penalty: 5018.544922
	Iteration 19Q: 3 clusters Score -5213298 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5213388.500000 Penalty: 5018.544922
	Iteration 20F: 3 clusters Score -5213388 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -5213446.500000 Penalty: 5018.544922
	Iteration 21Q: 3 clusters Score -5213446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -5213487.000000 Penalty: 5018.544922
	Iteration 22Q: 3 clusters Score -5213487 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5213511.500000 Penalty: 5018.544922
	Iteration 23Q: 3 clusters Score -5213512 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -5213568.000000 Penalty: 5018.544922
	Iteration 24Q: 3 clusters Score -5213568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5213608.500000 Penalty: 5018.544922
	Iteration 25Q: 3 clusters Score -5213608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5213632.000000 Penalty: 5018.544922
	Iteration 26Q: 3 clusters Score -5213632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -5213657.500000 Penalty: 5018.544922
	Iteration 27Q: 3 clusters Score -5213658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -5213698.000000 Penalty: 5018.544922
	Iteration 28Q: 3 clusters Score -5213698 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5213738.500000 Penalty: 5018.544922
	Iteration 29Q: 3 clusters Score -5213738 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -5213762.000000 Penalty: 5018.544922
	Iteration 30Q: 3 clusters Score -5213762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5213772.500000 Penalty: 5018.544922
	Iteration 31Q: 3 clusters Score -5213772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -5213798.500000 Penalty: 5018.544922
	Iteration 32Q: 3 clusters Score -5213798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5213791.000000 Penalty: 5018.544922
	Iteration 33Q: 3 clusters Score -5213791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -5213798.500000 Penalty: 5018.544922
	Iteration 34Q: 3 clusters Score -5213798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -5213814.500000 Penalty: 5018.544922
	Iteration 35Q: 3 clusters Score -5213814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -5213827.500000 Penalty: 5018.544922
	Iteration 36Q: 3 clusters Score -5213828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -5213828.500000 Penalty: 5018.544922
	Iteration 37Q: 3 clusters Score -5213828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5213827.000000 Penalty: 5018.544922
	Iteration 38Q: 3 clusters Score -5213827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -5213834.500000 Penalty: 5018.544922
	Iteration 39Q: 3 clusters Score -5213834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -5213839.000000 Penalty: 5018.544922
	Iteration 40F: 3 clusters Score -5213839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -5213840.500000 Penalty: 5018.544922
	Iteration 41Q: 3 clusters Score -5213840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -5213849.000000 Penalty: 5018.544922
	Iteration 42Q: 3 clusters Score -5213849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -5213854.500000 Penalty: 5018.544922
	Iteration 43Q: 3 clusters Score -5213854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -5213854.000000 Penalty: 5018.544922
	Iteration 44Q: 3 clusters Score -5213854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -5213855.500000 Penalty: 5018.544922
	Iteration 45Q: 3 clusters Score -5213856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5213850.500000 Penalty: 5018.544922
	Iteration 46Q: 3 clusters Score -5213850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5213856.000000 Penalty: 5018.544922
	Iteration 47Q: 3 clusters Score -5213856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -5213854.000000 Penalty: 5018.544922
	Iteration 48Q: 3 clusters Score -5213854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5213858.500000 Penalty: 5018.544922
	Iteration 49Q: 3 clusters Score -5213858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -5213870.000000 Penalty: 5018.544922
	Iteration 50Q: 3 clusters Score -5213870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5213867.500000 Penalty: 5018.544922
	Iteration 51Q: 3 clusters Score -5213868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -5213858.500000 Penalty: 5018.544922
	Iteration 52Q: 3 clusters Score -5213858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -5213867.500000 Penalty: 5018.544922
	Iteration 53Q: 3 clusters Score -5213868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -5213883.000000 Penalty: 5018.544922
	Iteration 54Q: 3 clusters Score -5213883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -5213878.000000 Penalty: 5018.544922
	Iteration 55Q: 3 clusters Score -5213878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -5213886.500000 Penalty: 5018.544922
	Iteration 56Q: 3 clusters Score -5213886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -5213888.000000 Penalty: 5018.544922
	Iteration 57Q: 3 clusters Score -5213888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5213894.500000 Penalty: 5018.544922
	Iteration 58Q: 3 clusters Score -5213894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -5213898.500000 Penalty: 5018.544922
	Iteration 59Q: 3 clusters Score -5213898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -5213909.500000 Penalty: 5018.544922
	Iteration 60F: 3 clusters Score -5213910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -5213912.500000 Penalty: 5018.544922
	Iteration 61Q: 3 clusters Score -5213912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -5213912.500000 Penalty: 5018.544922
	Iteration 62Q: 3 clusters Score -5213912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -5213904.500000 Penalty: 5018.544922
	Iteration 63Q: 3 clusters Score -5213904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5213904.500000 Penalty: 5018.544922
	Iteration 64Q: 3 clusters Score -5213904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5213903.500000 Penalty: 5018.544922
	Iteration 65Q: 3 clusters Score -5213904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5213910.000000 Penalty: 5018.544922
	Iteration 66Q: 3 clusters Score -5213910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5213904.000000 Penalty: 5018.544922
	Iteration 67Q: 3 clusters Score -5213904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5213907.000000 Penalty: 5018.544922
	Iteration 68Q: 3 clusters Score -5213907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -5213908.000000 Penalty: 5018.544922
	Iteration 69Q: 3 clusters Score -5213908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5213910.000000 Penalty: 5018.544922
	Iteration 70Q: 3 clusters Score -5213910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5213912.500000 Penalty: 5018.544922
	Iteration 71Q: 3 clusters Score -5213912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5213913.500000 Penalty: 5018.544922
	Iteration 72Q: 3 clusters Score -5213914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5213918.000000 Penalty: 5018.544922
	Iteration 73Q: 3 clusters Score -5213918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -5213925.500000 Penalty: 5018.544922
	Iteration 74Q: 3 clusters Score -5213926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -5213923.500000 Penalty: 5018.544922
	Iteration 75Q: 3 clusters Score -5213924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -5213920.000000 Penalty: 5018.544922
	Iteration 76Q: 3 clusters Score -5213920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -5213920.500000 Penalty: 5018.544922
	Iteration 77Q: 3 clusters Score -5213920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -5213923.000000 Penalty: 5018.544922
	Iteration 78Q: 3 clusters Score -5213923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -5213920.000000 Penalty: 5018.544922
	Iteration 79Q: 3 clusters Score -5213920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -5213926.000000 Penalty: 5018.544922
	Iteration 80F: 3 clusters Score -5213926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -5213933.000000 Penalty: 5018.544922
	Iteration 81Q: 3 clusters Score -5213933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5213932.500000 Penalty: 5018.544922
	Iteration 82Q: 3 clusters Score -5213932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5213931.000000 Penalty: 5018.544922
	Iteration 83Q: 3 clusters Score -5213931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5213936.500000 Penalty: 5018.544922
	Iteration 84Q: 3 clusters Score -5213936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -5213931.500000 Penalty: 5018.544922
	Iteration 85Q: 3 clusters Score -5213932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -5213931.500000 Penalty: 5018.544922
	Iteration 86F: 3 clusters Score -5213932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (36405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Entering Unmasked Estep 
Score: -7051018.000000 Penalty: 2604.610352
	Iteration 0F: 2 clusters Score -7051018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -7028947.000000 Penalty: 5209.220703
	Iteration 0F: 3 clusters Score -7028947 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -7038138.500000 Penalty: 5209.220703
	Iteration 1F: 3 clusters Score -7038138 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -7038630.000000 Penalty: 5209.220703
	Iteration 2Q: 3 clusters Score -7038630 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -7039121.000000 Penalty: 5209.220703
	Iteration 3Q: 3 clusters Score -7039121 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -7039476.000000 Penalty: 5209.220703
	Iteration 4Q: 3 clusters Score -7039476 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -7039850.000000 Penalty: 5209.220703
	Iteration 5Q: 3 clusters Score -7039850 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -7040159.000000 Penalty: 5209.220703
	Iteration 6Q: 3 clusters Score -7040159 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -7040505.500000 Penalty: 5209.220703
	Iteration 7Q: 3 clusters Score -7040506 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -7040872.000000 Penalty: 5209.220703
	Iteration 8Q: 3 clusters Score -7040872 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -7041346.500000 Penalty: 5209.220703
	Iteration 9Q: 3 clusters Score -7041346 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -7041886.000000 Penalty: 5209.220703
	Iteration 10Q: 3 clusters Score -7041886 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -7042735.000000 Penalty: 5209.220703
	Iteration 11Q: 3 clusters Score -7042735 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -7043835.000000 Penalty: 5209.220703
	Iteration 12Q: 3 clusters Score -7043835 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -7045224.000000 Penalty: 5209.220703
	Iteration 13F: 3 clusters Score -7045224 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -7046716.000000 Penalty: 5209.220703
	Iteration 14F: 3 clusters Score -7046716 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -7047958.500000 Penalty: 5209.220703
	Iteration 15Q: 3 clusters Score -7047958 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -7048790.000000 Penalty: 5209.220703
	Iteration 16Q: 3 clusters Score -7048790 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -7049442.000000 Penalty: 5209.220703
	Iteration 17Q: 3 clusters Score -7049442 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -7049897.500000 Penalty: 5209.220703
	Iteration 18Q: 3 clusters Score -7049898 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -7050224.500000 Penalty: 5209.220703
	Iteration 19Q: 3 clusters Score -7050224 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -7050438.000000 Penalty: 5209.220703
	Iteration 20F: 3 clusters Score -7050438 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -7050557.500000 Penalty: 5209.220703
	Iteration 21Q: 3 clusters Score -7050558 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -7050602.500000 Penalty: 5209.220703
	Iteration 22Q: 3 clusters Score -7050602 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -7050662.500000 Penalty: 5209.220703
	Iteration 23Q: 3 clusters Score -7050662 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -7050691.500000 Penalty: 5209.220703
	Iteration 24Q: 3 clusters Score -7050692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -7050696.500000 Penalty: 5209.220703
	Iteration 25Q: 3 clusters Score -7050696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -7050700.000000 Penalty: 5209.220703
	Iteration 26Q: 3 clusters Score -7050700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -7050723.500000 Penalty: 5209.220703
	Iteration 27Q: 3 clusters Score -7050724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -7050744.000000 Penalty: 5209.220703
	Iteration 28Q: 3 clusters Score -7050744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -7050746.500000 Penalty: 5209.220703
	Iteration 29Q: 3 clusters Score -7050746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -7050751.500000 Penalty: 5209.220703
	Iteration 30Q: 3 clusters Score -7050752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -7050746.000000 Penalty: 5209.220703
	Iteration 31Q: 3 clusters Score -7050746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -7050743.500000 Penalty: 5209.220703
	Iteration 32Q: 3 clusters Score -7050744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -7050747.000000 Penalty: 5209.220703
	Iteration 33Q: 3 clusters Score -7050747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -7050757.000000 Penalty: 5209.220703
	Iteration 34Q: 3 clusters Score -7050757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -7050748.000000 Penalty: 5209.220703
	Iteration 35Q: 3 clusters Score -7050748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -7050754.500000 Penalty: 5209.220703
	Iteration 36Q: 3 clusters Score -7050754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -7050755.000000 Penalty: 5209.220703
	Iteration 37Q: 3 clusters Score -7050755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -7050755.000000 Penalty: 5209.220703
	Iteration 38F: 3 clusters Score -7050755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (31796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Entering Unmasked Estep 
Score: -6168353.500000 Penalty: 2571.039795
	Iteration 0F: 2 clusters Score -6168354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -6148569.500000 Penalty: 5142.079590
	Iteration 0F: 3 clusters Score -6148570 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -6156209.000000 Penalty: 5142.079590
	Iteration 1F: 3 clusters Score -6156209 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -6156686.000000 Penalty: 5142.079590
	Iteration 2Q: 3 clusters Score -6156686 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -6157132.000000 Penalty: 5142.079590
	Iteration 3Q: 3 clusters Score -6157132 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -6157626.000000 Penalty: 5142.079590
	Iteration 4Q: 3 clusters Score -6157626 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -6158272.500000 Penalty: 5142.079590
	Iteration 5Q: 3 clusters Score -6158272 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -6159220.500000 Penalty: 5142.079590
	Iteration 6F: 3 clusters Score -6159220 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -6160546.000000 Penalty: 5142.079590
	Iteration 7F: 3 clusters Score -6160546 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -6162210.000000 Penalty: 5142.079590
	Iteration 8F: 3 clusters Score -6162210 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6163702.000000 Penalty: 5142.079590
	Iteration 9F: 3 clusters Score -6163702 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6164876.000000 Penalty: 5142.079590
	Iteration 10F: 3 clusters Score -6164876 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6165555.000000 Penalty: 5142.079590
	Iteration 11Q: 3 clusters Score -6165555 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6165802.000000 Penalty: 5142.079590
	Iteration 12Q: 3 clusters Score -6165802 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6165924.000000 Penalty: 5142.079590
	Iteration 13Q: 3 clusters Score -6165924 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6166044.000000 Penalty: 5142.079590
	Iteration 14Q: 3 clusters Score -6166044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6166095.000000 Penalty: 5142.079590
	Iteration 15Q: 3 clusters Score -6166095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6166126.000000 Penalty: 5142.079590
	Iteration 16Q: 3 clusters Score -6166126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6166146.000000 Penalty: 5142.079590
	Iteration 17Q: 3 clusters Score -6166146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6166152.000000 Penalty: 5142.079590
	Iteration 18Q: 3 clusters Score -6166152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6166160.000000 Penalty: 5142.079590
	Iteration 19Q: 3 clusters Score -6166160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6166169.000000 Penalty: 5142.079590
	Iteration 20F: 3 clusters Score -6166169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6166183.000000 Penalty: 5142.079590
	Iteration 21Q: 3 clusters Score -6166183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6166188.000000 Penalty: 5142.079590
	Iteration 22Q: 3 clusters Score -6166188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6166192.500000 Penalty: 5142.079590
	Iteration 23Q: 3 clusters Score -6166192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6166199.500000 Penalty: 5142.079590
	Iteration 24Q: 3 clusters Score -6166200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6166199.500000 Penalty: 5142.079590
	Iteration 25F: 3 clusters Score -6166200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -22831.644531 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -22831.64 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 105 members 
Entering Unmasked Estep 
Score: -21833.005859 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -21833.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22031.453125 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -22031.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22135.607422 Penalty: 2716.325684
	Iteration 2F: 3 clusters Score -22135.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22223.628906 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -22223.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22284.199219 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -22284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22302.996094 Penalty: 2716.325684
	Iteration 5Q: 3 clusters Score -22303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22302.996094 Penalty: 2716.325684
	Iteration 6F: 3 clusters Score -22303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (33803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Entering Unmasked Estep 
Score: -6570176.500000 Penalty: 2586.219482
	Iteration 0F: 2 clusters Score -6570176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6549390.000000 Penalty: 5172.438965
	Iteration 0F: 3 clusters Score -6549390 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -6557675.500000 Penalty: 5172.438965
	Iteration 1F: 3 clusters Score -6557676 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -6558065.500000 Penalty: 5172.438965
	Iteration 2Q: 3 clusters Score -6558066 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -6558374.000000 Penalty: 5172.438965
	Iteration 3Q: 3 clusters Score -6558374 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -6558611.500000 Penalty: 5172.438965
	Iteration 4Q: 3 clusters Score -6558612 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -6558790.000000 Penalty: 5172.438965
	Iteration 5Q: 3 clusters Score -6558790 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -6558983.500000 Penalty: 5172.438965
	Iteration 6Q: 3 clusters Score -6558984 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -6559116.000000 Penalty: 5172.438965
	Iteration 7Q: 3 clusters Score -6559116 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -6559247.000000 Penalty: 5172.438965
	Iteration 8Q: 3 clusters Score -6559247 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -6559421.500000 Penalty: 5172.438965
	Iteration 9Q: 3 clusters Score -6559422 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -6559604.500000 Penalty: 5172.438965
	Iteration 10Q: 3 clusters Score -6559604 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -6559770.000000 Penalty: 5172.438965
	Iteration 11Q: 3 clusters Score -6559770 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -6559932.500000 Penalty: 5172.438965
	Iteration 12Q: 3 clusters Score -6559932 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -6560289.500000 Penalty: 5172.438965
	Iteration 13Q: 3 clusters Score -6560290 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -6560749.500000 Penalty: 5172.438965
	Iteration 14Q: 3 clusters Score -6560750 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -6561411.500000 Penalty: 5172.438965
	Iteration 15Q: 3 clusters Score -6561412 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -6562329.500000 Penalty: 5172.438965
	Iteration 16Q: 3 clusters Score -6562330 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -6563382.500000 Penalty: 5172.438965
	Iteration 17F: 3 clusters Score -6563382 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -6564316.000000 Penalty: 5172.438965
	Iteration 18Q: 3 clusters Score -6564316 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -6565147.000000 Penalty: 5172.438965
	Iteration 19Q: 3 clusters Score -6565147 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -6565796.000000 Penalty: 5172.438965
	Iteration 20F: 3 clusters Score -6565796 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -6566271.500000 Penalty: 5172.438965
	Iteration 21Q: 3 clusters Score -6566272 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6566673.000000 Penalty: 5172.438965
	Iteration 22Q: 3 clusters Score -6566673 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6566894.500000 Penalty: 5172.438965
	Iteration 23Q: 3 clusters Score -6566894 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6567117.500000 Penalty: 5172.438965
	Iteration 24Q: 3 clusters Score -6567118 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6567306.500000 Penalty: 5172.438965
	Iteration 25Q: 3 clusters Score -6567306 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6567451.500000 Penalty: 5172.438965
	Iteration 26Q: 3 clusters Score -6567452 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6567576.000000 Penalty: 5172.438965
	Iteration 27Q: 3 clusters Score -6567576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6567657.500000 Penalty: 5172.438965
	Iteration 28Q: 3 clusters Score -6567658 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6567747.500000 Penalty: 5172.438965
	Iteration 29Q: 3 clusters Score -6567748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6567807.500000 Penalty: 5172.438965
	Iteration 30Q: 3 clusters Score -6567808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6567864.000000 Penalty: 5172.438965
	Iteration 31Q: 3 clusters Score -6567864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6567883.500000 Penalty: 5172.438965
	Iteration 32Q: 3 clusters Score -6567884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6567902.500000 Penalty: 5172.438965
	Iteration 33Q: 3 clusters Score -6567902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6567917.500000 Penalty: 5172.438965
	Iteration 34Q: 3 clusters Score -6567918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6567926.000000 Penalty: 5172.438965
	Iteration 35Q: 3 clusters Score -6567926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6567936.500000 Penalty: 5172.438965
	Iteration 36Q: 3 clusters Score -6567936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6567938.500000 Penalty: 5172.438965
	Iteration 37Q: 3 clusters Score -6567938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6567939.500000 Penalty: 5172.438965
	Iteration 38Q: 3 clusters Score -6567940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6567950.000000 Penalty: 5172.438965
	Iteration 39Q: 3 clusters Score -6567950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6567968.000000 Penalty: 5172.438965
	Iteration 40F: 3 clusters Score -6567968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6567982.000000 Penalty: 5172.438965
	Iteration 41Q: 3 clusters Score -6567982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6567980.000000 Penalty: 5172.438965
	Iteration 42Q: 3 clusters Score -6567980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6567986.500000 Penalty: 5172.438965
	Iteration 43Q: 3 clusters Score -6567986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6567983.500000 Penalty: 5172.438965
	Iteration 44Q: 3 clusters Score -6567984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6567983.000000 Penalty: 5172.438965
	Iteration 45Q: 3 clusters Score -6567983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6567983.000000 Penalty: 5172.438965
	Iteration 46Q: 3 clusters Score -6567983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6567983.000000 Penalty: 5172.438965
	Iteration 47F: 3 clusters Score -6567983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 28396 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 22577 members 
Mstep: Class 13 contains 37493 members 
Mstep: Class 14 contains 33886 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16238 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7874 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 42897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 15545 members 
Mstep: Class 28 contains 27955 members 
Mstep: Class 29 contains 26439 members 
Mstep: Class 30 contains 4030 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23493 members 
Mstep: Class 33 contains 16848 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2687 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19299 members 
Mstep: Class 42 contains 21076 members 
Mstep: Class 43 contains 6592 members 
Mstep: Class 44 contains 64832 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15932 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 42075 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2474 members 
Mstep: Class 51 contains 15774 members 
Mstep: Class 52 contains 8502 members 
Mstep: Class 53 contains 3196 members 
Mstep: Class 54 contains 14284 members 
Mstep: Class 55 contains 26665 members 
Mstep: Class 56 contains 18422 members 
Mstep: Class 57 contains 2130 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15050 members 
Mstep: Class 60 contains 35660 members 
Mstep: Class 61 contains 5183 members 
Mstep: Class 62 contains 16267 members 
Mstep: Class 63 contains 26557 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24786 members 
Mstep: Class 67 contains 36405 members 
Mstep: Class 68 contains 31796 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343088.000000 Penalty: 236786.078125
Iteration 159Q: 71 clusters Score -1.613431e+08 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5467 members 
Mstep: Class 4 contains 538 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 5939 members 
Mstep: Class 8 contains 28973 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 12 contains 22659 members 
Mstep: Class 13 contains 37242 members 
Mstep: Class 14 contains 33732 members 
Mstep: Class 15 contains 7342 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 16232 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7857 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5369 members 
Mstep: Class 24 contains 42990 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 15545 members 
Mstep: Class 28 contains 27941 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 4024 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 23459 members 
Mstep: Class 33 contains 16699 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2689 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19251 members 
Mstep: Class 42 contains 21216 members 
Mstep: Class 43 contains 6649 members 
Mstep: Class 44 contains 64623 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15930 members 
Mstep: Class 47 contains 2621 members 
Mstep: Class 48 contains 42137 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2474 members 
Mstep: Class 51 contains 15777 members 
Mstep: Class 52 contains 8442 members 
Mstep: Class 53 contains 3198 members 
Mstep: Class 54 contains 14281 members 
Mstep: Class 55 contains 26775 members 
Mstep: Class 56 contains 18515 members 
Mstep: Class 57 contains 2127 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15127 members 
Mstep: Class 60 contains 35626 members 
Mstep: Class 61 contains 5196 members 
Mstep: Class 62 contains 16277 members 
Mstep: Class 63 contains 26436 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24781 members 
Mstep: Class 67 contains 36182 members 
Mstep: Class 68 contains 31725 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 33765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344880.000000 Penalty: 236786.078125
Iteration 160F: 71 clusters Score -1.613449e+08 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5461 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 5918 members 
Mstep: Class 8 contains 29397 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2884 members 
Mstep: Class 12 contains 22727 members 
Mstep: Class 13 contains 37038 members 
Mstep: Class 14 contains 33566 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 373 members 
Mstep: Class 17 contains 16221 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 43223 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 15292 members 
Mstep: Class 28 contains 27985 members 
Mstep: Class 29 contains 26873 members 
Mstep: Class 30 contains 4017 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 23425 members 
Mstep: Class 33 contains 16563 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19205 members 
Mstep: Class 42 contains 21351 members 
Mstep: Class 43 contains 6703 members 
Mstep: Class 44 contains 64377 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15921 members 
Mstep: Class 47 contains 2624 members 
Mstep: Class 48 contains 42207 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2475 members 
Mstep: Class 51 contains 16662 members 
Mstep: Class 52 contains 8394 members 
Mstep: Class 53 contains 3194 members 
Mstep: Class 54 contains 14271 members 
Mstep: Class 55 contains 26861 members 
Mstep: Class 56 contains 18576 members 
Mstep: Class 57 contains 2124 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15186 members 
Mstep: Class 60 contains 35596 members 
Mstep: Class 61 contains 5208 members 
Mstep: Class 62 contains 15705 members 
Mstep: Class 63 contains 26169 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24792 members 
Mstep: Class 67 contains 35966 members 
Mstep: Class 68 contains 31678 members 
Mstep: Class 69 contains 246 members 
Mstep: Class 70 contains 33686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345984.000000 Penalty: 236786.078125
Iteration 161Q: 71 clusters Score -1.61346e+08 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5455 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5883 members 
Mstep: Class 8 contains 29852 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 22895 members 
Mstep: Class 13 contains 36926 members 
Mstep: Class 14 contains 33402 members 
Mstep: Class 15 contains 7318 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16214 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 43295 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 15046 members 
Mstep: Class 28 contains 28030 members 
Mstep: Class 29 contains 27113 members 
Mstep: Class 30 contains 4008 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 23366 members 
Mstep: Class 33 contains 16448 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19165 members 
Mstep: Class 42 contains 21459 members 
Mstep: Class 43 contains 6748 members 
Mstep: Class 44 contains 64150 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15905 members 
Mstep: Class 47 contains 2626 members 
Mstep: Class 48 contains 42273 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2476 members 
Mstep: Class 51 contains 17285 members 
Mstep: Class 52 contains 8369 members 
Mstep: Class 53 contains 3192 members 
Mstep: Class 54 contains 14296 members 
Mstep: Class 55 contains 26927 members 
Mstep: Class 56 contains 18685 members 
Mstep: Class 57 contains 2122 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15250 members 
Mstep: Class 60 contains 35608 members 
Mstep: Class 61 contains 5228 members 
Mstep: Class 62 contains 15222 members 
Mstep: Class 63 contains 25897 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24813 members 
Mstep: Class 67 contains 35767 members 
Mstep: Class 68 contains 31636 members 
Mstep: Class 69 contains 247 members 
Mstep: Class 70 contains 33623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346608.000000 Penalty: 236786.078125
Iteration 162Q: 71 clusters Score -1.613466e+08 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5456 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5857 members 
Mstep: Class 8 contains 30315 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 36837 members 
Mstep: Class 14 contains 33277 members 
Mstep: Class 15 contains 7309 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16177 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7812 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5385 members 
Mstep: Class 24 contains 43303 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 14851 members 
Mstep: Class 28 contains 28090 members 
Mstep: Class 29 contains 27336 members 
Mstep: Class 30 contains 3998 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 23284 members 
Mstep: Class 33 contains 16330 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19139 members 
Mstep: Class 42 contains 21556 members 
Mstep: Class 43 contains 6787 members 
Mstep: Class 44 contains 63915 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15883 members 
Mstep: Class 47 contains 2623 members 
Mstep: Class 48 contains 42359 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2476 members 
Mstep: Class 51 contains 17742 members 
Mstep: Class 52 contains 8357 members 
Mstep: Class 53 contains 3188 members 
Mstep: Class 54 contains 14371 members 
Mstep: Class 55 contains 26963 members 
Mstep: Class 56 contains 18795 members 
Mstep: Class 57 contains 2123 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15334 members 
Mstep: Class 60 contains 35591 members 
Mstep: Class 61 contains 5242 members 
Mstep: Class 62 contains 14783 members 
Mstep: Class 63 contains 25666 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24782 members 
Mstep: Class 67 contains 35606 members 
Mstep: Class 68 contains 31586 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 33548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161346912.000000 Penalty: 236786.078125
Iteration 163Q: 71 clusters Score -1.613469e+08 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5452 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5839 members 
Mstep: Class 8 contains 30774 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 23389 members 
Mstep: Class 13 contains 36731 members 
Mstep: Class 14 contains 33132 members 
Mstep: Class 15 contains 7302 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16155 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 43276 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 14701 members 
Mstep: Class 28 contains 28133 members 
Mstep: Class 29 contains 27513 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 23195 members 
Mstep: Class 33 contains 16230 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19113 members 
Mstep: Class 42 contains 21643 members 
Mstep: Class 43 contains 6829 members 
Mstep: Class 44 contains 63731 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15849 members 
Mstep: Class 47 contains 2619 members 
Mstep: Class 48 contains 42435 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2477 members 
Mstep: Class 51 contains 18123 members 
Mstep: Class 52 contains 8335 members 
Mstep: Class 53 contains 3190 members 
Mstep: Class 54 contains 14463 members 
Mstep: Class 55 contains 26984 members 
Mstep: Class 56 contains 18894 members 
Mstep: Class 57 contains 2121 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15393 members 
Mstep: Class 60 contains 35602 members 
Mstep: Class 61 contains 5248 members 
Mstep: Class 62 contains 14439 members 
Mstep: Class 63 contains 25525 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24679 members 
Mstep: Class 67 contains 35452 members 
Mstep: Class 68 contains 31557 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 33506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347312.000000 Penalty: 236786.078125
Iteration 164Q: 71 clusters Score -1.613473e+08 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5446 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 31176 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2870 members 
Mstep: Class 12 contains 23591 members 
Mstep: Class 13 contains 36638 members 
Mstep: Class 14 contains 32980 members 
Mstep: Class 15 contains 7300 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16125 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 43260 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 550 members 
Mstep: Class 27 contains 14575 members 
Mstep: Class 28 contains 28197 members 
Mstep: Class 29 contains 27620 members 
Mstep: Class 30 contains 3976 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 23096 members 
Mstep: Class 33 contains 16110 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2705 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 19069 members 
Mstep: Class 42 contains 21733 members 
Mstep: Class 43 contains 6868 members 
Mstep: Class 44 contains 63551 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15813 members 
Mstep: Class 47 contains 2618 members 
Mstep: Class 48 contains 42493 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2477 members 
Mstep: Class 51 contains 18430 members 
Mstep: Class 52 contains 8308 members 
Mstep: Class 53 contains 3191 members 
Mstep: Class 54 contains 14575 members 
Mstep: Class 55 contains 27033 members 
Mstep: Class 56 contains 18954 members 
Mstep: Class 57 contains 2119 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15455 members 
Mstep: Class 60 contains 35646 members 
Mstep: Class 61 contains 5252 members 
Mstep: Class 62 contains 14220 members 
Mstep: Class 63 contains 25425 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24544 members 
Mstep: Class 67 contains 35340 members 
Mstep: Class 68 contains 31517 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 33482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347744.000000 Penalty: 236786.078125
Iteration 165Q: 71 clusters Score -1.613477e+08 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 540 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5827 members 
Mstep: Class 8 contains 31637 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 36559 members 
Mstep: Class 14 contains 32806 members 
Mstep: Class 15 contains 7294 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16116 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5365 members 
Mstep: Class 24 contains 43200 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 550 members 
Mstep: Class 27 contains 14488 members 
Mstep: Class 28 contains 28229 members 
Mstep: Class 29 contains 27735 members 
Mstep: Class 30 contains 3961 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 23035 members 
Mstep: Class 33 contains 15986 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18988 members 
Mstep: Class 42 contains 21830 members 
Mstep: Class 43 contains 6903 members 
Mstep: Class 44 contains 63356 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15755 members 
Mstep: Class 47 contains 2623 members 
Mstep: Class 48 contains 42543 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2473 members 
Mstep: Class 51 contains 18716 members 
Mstep: Class 52 contains 8285 members 
Mstep: Class 53 contains 3196 members 
Mstep: Class 54 contains 14680 members 
Mstep: Class 55 contains 27112 members 
Mstep: Class 56 contains 19013 members 
Mstep: Class 57 contains 2115 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15512 members 
Mstep: Class 60 contains 35687 members 
Mstep: Class 61 contains 5270 members 
Mstep: Class 62 contains 14040 members 
Mstep: Class 63 contains 25331 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24410 members 
Mstep: Class 67 contains 35230 members 
Mstep: Class 68 contains 31478 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 33441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161347984.000000 Penalty: 236786.078125
Iteration 166Q: 71 clusters Score -1.61348e+08 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5824 members 
Mstep: Class 8 contains 32017 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2864 members 
Mstep: Class 12 contains 23933 members 
Mstep: Class 13 contains 36506 members 
Mstep: Class 14 contains 32604 members 
Mstep: Class 15 contains 7280 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16113 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7747 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5369 members 
Mstep: Class 24 contains 43127 members 
Mstep: Class 25 contains 1191 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 14430 members 
Mstep: Class 28 contains 28300 members 
Mstep: Class 29 contains 27801 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22965 members 
Mstep: Class 33 contains 15860 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 480 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18919 members 
Mstep: Class 42 contains 21948 members 
Mstep: Class 43 contains 6942 members 
Mstep: Class 44 contains 63237 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15705 members 
Mstep: Class 47 contains 2622 members 
Mstep: Class 48 contains 42596 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2473 members 
Mstep: Class 51 contains 18970 members 
Mstep: Class 52 contains 8258 members 
Mstep: Class 53 contains 3197 members 
Mstep: Class 54 contains 14767 members 
Mstep: Class 55 contains 27161 members 
Mstep: Class 56 contains 19037 members 
Mstep: Class 57 contains 2115 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15570 members 
Mstep: Class 60 contains 35711 members 
Mstep: Class 61 contains 5277 members 
Mstep: Class 62 contains 13853 members 
Mstep: Class 63 contains 25364 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24292 members 
Mstep: Class 67 contains 35146 members 
Mstep: Class 68 contains 31435 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 33346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161348528.000000 Penalty: 236786.078125
Iteration 167Q: 71 clusters Score -1.613485e+08 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5804 members 
Mstep: Class 8 contains 32391 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 24079 members 
Mstep: Class 13 contains 36419 members 
Mstep: Class 14 contains 32404 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16133 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 43097 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 14382 members 
Mstep: Class 28 contains 28357 members 
Mstep: Class 29 contains 27852 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22912 members 
Mstep: Class 33 contains 15731 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 2714 members 
Mstep: Class 38 contains 481 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18855 members 
Mstep: Class 42 contains 22069 members 
Mstep: Class 43 contains 6973 members 
Mstep: Class 44 contains 63114 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15646 members 
Mstep: Class 47 contains 2626 members 
Mstep: Class 48 contains 42659 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2472 members 
Mstep: Class 51 contains 19179 members 
Mstep: Class 52 contains 8223 members 
Mstep: Class 53 contains 3202 members 
Mstep: Class 54 contains 14875 members 
Mstep: Class 55 contains 27192 members 
Mstep: Class 56 contains 19095 members 
Mstep: Class 57 contains 2111 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15634 members 
Mstep: Class 60 contains 35757 members 
Mstep: Class 61 contains 5280 members 
Mstep: Class 62 contains 13660 members 
Mstep: Class 63 contains 25437 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24167 members 
Mstep: Class 67 contains 35070 members 
Mstep: Class 68 contains 31390 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 33247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161348768.000000 Penalty: 236786.078125
Iteration 168Q: 71 clusters Score -1.613488e+08 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5785 members 
Mstep: Class 8 contains 32716 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 24225 members 
Mstep: Class 13 contains 36371 members 
Mstep: Class 14 contains 32189 members 
Mstep: Class 15 contains 7240 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16143 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7708 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5369 members 
Mstep: Class 24 contains 43066 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 550 members 
Mstep: Class 27 contains 14379 members 
Mstep: Class 28 contains 28372 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22889 members 
Mstep: Class 33 contains 15610 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2722 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18742 members 
Mstep: Class 42 contains 22197 members 
Mstep: Class 43 contains 7006 members 
Mstep: Class 44 contains 62976 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15589 members 
Mstep: Class 47 contains 2627 members 
Mstep: Class 48 contains 42702 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2472 members 
Mstep: Class 51 contains 19322 members 
Mstep: Class 52 contains 8196 members 
Mstep: Class 53 contains 3202 members 
Mstep: Class 54 contains 14960 members 
Mstep: Class 55 contains 27233 members 
Mstep: Class 56 contains 19153 members 
Mstep: Class 57 contains 2111 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15705 members 
Mstep: Class 60 contains 35798 members 
Mstep: Class 61 contains 5289 members 
Mstep: Class 62 contains 13539 members 
Mstep: Class 63 contains 25560 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 24035 members 
Mstep: Class 67 contains 34990 members 
Mstep: Class 68 contains 31336 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 33128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349456.000000 Penalty: 236786.078125
Iteration 169Q: 71 clusters Score -1.613495e+08 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5758 members 
Mstep: Class 8 contains 32957 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2847 members 
Mstep: Class 12 contains 24336 members 
Mstep: Class 13 contains 36361 members 
Mstep: Class 14 contains 32007 members 
Mstep: Class 15 contains 7216 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16140 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 43061 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 551 members 
Mstep: Class 27 contains 14429 members 
Mstep: Class 28 contains 28386 members 
Mstep: Class 29 contains 28037 members 
Mstep: Class 30 contains 3928 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22829 members 
Mstep: Class 33 contains 15512 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18676 members 
Mstep: Class 42 contains 22322 members 
Mstep: Class 43 contains 7034 members 
Mstep: Class 44 contains 62900 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15546 members 
Mstep: Class 47 contains 2626 members 
Mstep: Class 48 contains 42741 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2473 members 
Mstep: Class 51 contains 19442 members 
Mstep: Class 52 contains 8151 members 
Mstep: Class 53 contains 3206 members 
Mstep: Class 54 contains 15064 members 
Mstep: Class 55 contains 27282 members 
Mstep: Class 56 contains 19208 members 
Mstep: Class 57 contains 2111 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15792 members 
Mstep: Class 60 contains 35737 members 
Mstep: Class 61 contains 5293 members 
Mstep: Class 62 contains 13416 members 
Mstep: Class 63 contains 25680 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 23889 members 
Mstep: Class 67 contains 34919 members 
Mstep: Class 68 contains 31283 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 32969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349744.000000 Penalty: 236786.078125
Iteration 170Q: 71 clusters Score -1.613497e+08 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5409 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5734 members 
Mstep: Class 8 contains 33196 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2842 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 36400 members 
Mstep: Class 14 contains 31861 members 
Mstep: Class 15 contains 7205 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16119 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5370 members 
Mstep: Class 24 contains 43058 members 
Mstep: Class 25 contains 1188 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 14463 members 
Mstep: Class 28 contains 28398 members 
Mstep: Class 29 contains 28160 members 
Mstep: Class 30 contains 3922 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22769 members 
Mstep: Class 33 contains 15444 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18641 members 
Mstep: Class 42 contains 22473 members 
Mstep: Class 43 contains 7064 members 
Mstep: Class 44 contains 62812 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15514 members 
Mstep: Class 47 contains 2625 members 
Mstep: Class 48 contains 42743 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2472 members 
Mstep: Class 51 contains 19526 members 
Mstep: Class 52 contains 8101 members 
Mstep: Class 53 contains 3206 members 
Mstep: Class 54 contains 15132 members 
Mstep: Class 55 contains 27325 members 
Mstep: Class 56 contains 19242 members 
Mstep: Class 57 contains 2108 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15890 members 
Mstep: Class 60 contains 35685 members 
Mstep: Class 61 contains 5300 members 
Mstep: Class 62 contains 13358 members 
Mstep: Class 63 contains 25833 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 23758 members 
Mstep: Class 67 contains 34832 members 
Mstep: Class 68 contains 31218 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 32780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349648.000000 Penalty: 236786.078125
Iteration 171Q: 71 clusters Score -1.613496e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5712 members 
Mstep: Class 8 contains 33437 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 24388 members 
Mstep: Class 13 contains 36357 members 
Mstep: Class 14 contains 31676 members 
Mstep: Class 15 contains 7191 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16120 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1514 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5367 members 
Mstep: Class 24 contains 43048 members 
Mstep: Class 25 contains 1187 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 14508 members 
Mstep: Class 28 contains 28386 members 
Mstep: Class 29 contains 28370 members 
Mstep: Class 30 contains 3918 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22691 members 
Mstep: Class 33 contains 15381 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18609 members 
Mstep: Class 42 contains 22591 members 
Mstep: Class 43 contains 7092 members 
Mstep: Class 44 contains 62746 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15493 members 
Mstep: Class 47 contains 2625 members 
Mstep: Class 48 contains 42770 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2470 members 
Mstep: Class 51 contains 19608 members 
Mstep: Class 52 contains 8067 members 
Mstep: Class 53 contains 3207 members 
Mstep: Class 54 contains 15212 members 
Mstep: Class 55 contains 27325 members 
Mstep: Class 56 contains 19289 members 
Mstep: Class 57 contains 2109 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15959 members 
Mstep: Class 60 contains 35604 members 
Mstep: Class 61 contains 5302 members 
Mstep: Class 62 contains 13311 members 
Mstep: Class 63 contains 25981 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 23648 members 
Mstep: Class 67 contains 34792 members 
Mstep: Class 68 contains 31156 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 32620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349632.000000 Penalty: 236786.078125
Iteration 172Q: 71 clusters Score -1.613496e+08 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5402 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 33691 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 24400 members 
Mstep: Class 13 contains 36332 members 
Mstep: Class 14 contains 31511 members 
Mstep: Class 15 contains 7173 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16141 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7641 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1514 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5366 members 
Mstep: Class 24 contains 43028 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 14566 members 
Mstep: Class 28 contains 28369 members 
Mstep: Class 29 contains 28618 members 
Mstep: Class 30 contains 3915 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22610 members 
Mstep: Class 33 contains 15320 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2742 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18576 members 
Mstep: Class 42 contains 22754 members 
Mstep: Class 43 contains 7121 members 
Mstep: Class 44 contains 62645 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15471 members 
Mstep: Class 47 contains 2626 members 
Mstep: Class 48 contains 42783 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2467 members 
Mstep: Class 51 contains 19675 members 
Mstep: Class 52 contains 8035 members 
Mstep: Class 53 contains 3202 members 
Mstep: Class 54 contains 15278 members 
Mstep: Class 55 contains 27374 members 
Mstep: Class 56 contains 19331 members 
Mstep: Class 57 contains 2108 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16051 members 
Mstep: Class 60 contains 35424 members 
Mstep: Class 61 contains 5301 members 
Mstep: Class 62 contains 13294 members 
Mstep: Class 63 contains 26158 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 677 members 
Mstep: Class 66 contains 23515 members 
Mstep: Class 67 contains 34759 members 
Mstep: Class 68 contains 31097 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 32395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161350384.000000 Penalty: 236786.078125
Iteration 173Q: 71 clusters Score -1.613504e+08 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5399 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 8 contains 33972 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 24438 members 
Mstep: Class 13 contains 36317 members 
Mstep: Class 14 contains 31338 members 
Mstep: Class 15 contains 7144 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16154 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5367 members 
Mstep: Class 24 contains 42986 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 14618 members 
Mstep: Class 28 contains 28318 members 
Mstep: Class 29 contains 28848 members 
Mstep: Class 30 contains 3912 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22576 members 
Mstep: Class 33 contains 15236 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2744 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18537 members 
Mstep: Class 42 contains 22906 members 
Mstep: Class 43 contains 7146 members 
Mstep: Class 44 contains 62573 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15431 members 
Mstep: Class 47 contains 2627 members 
Mstep: Class 48 contains 42792 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2465 members 
Mstep: Class 51 contains 19719 members 
Mstep: Class 52 contains 8011 members 
Mstep: Class 53 contains 3195 members 
Mstep: Class 54 contains 15335 members 
Mstep: Class 55 contains 27419 members 
Mstep: Class 56 contains 19389 members 
Mstep: Class 57 contains 2108 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16136 members 
Mstep: Class 60 contains 35242 members 
Mstep: Class 61 contains 5301 members 
Mstep: Class 62 contains 13279 members 
Mstep: Class 63 contains 26373 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 678 members 
Mstep: Class 66 contains 23365 members 
Mstep: Class 67 contains 34745 members 
Mstep: Class 68 contains 31038 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 32180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161350944.000000 Penalty: 236786.078125
Iteration 174Q: 71 clusters Score -1.613509e+08 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5395 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5632 members 
Mstep: Class 8 contains 34245 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 24449 members 
Mstep: Class 13 contains 36295 members 
Mstep: Class 14 contains 31158 members 
Mstep: Class 15 contains 7124 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16163 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7578 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 42951 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 14685 members 
Mstep: Class 28 contains 28269 members 
Mstep: Class 29 contains 29115 members 
Mstep: Class 30 contains 3911 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22511 members 
Mstep: Class 33 contains 15195 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2746 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18513 members 
Mstep: Class 42 contains 23109 members 
Mstep: Class 43 contains 7177 members 
Mstep: Class 44 contains 62483 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15437 members 
Mstep: Class 47 contains 2626 members 
Mstep: Class 48 contains 42769 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2463 members 
Mstep: Class 51 contains 19736 members 
Mstep: Class 52 contains 7971 members 
Mstep: Class 53 contains 3196 members 
Mstep: Class 54 contains 15372 members 
Mstep: Class 55 contains 27391 members 
Mstep: Class 56 contains 19456 members 
Mstep: Class 57 contains 2103 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16200 members 
Mstep: Class 60 contains 35044 members 
Mstep: Class 61 contains 5298 members 
Mstep: Class 62 contains 13293 members 
Mstep: Class 63 contains 26602 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 678 members 
Mstep: Class 66 contains 23240 members 
Mstep: Class 67 contains 34769 members 
Mstep: Class 68 contains 30974 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 31929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161351568.000000 Penalty: 236786.078125
Iteration 175Q: 71 clusters Score -1.613516e+08 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 34481 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 24414 members 
Mstep: Class 13 contains 36294 members 
Mstep: Class 14 contains 30974 members 
Mstep: Class 15 contains 7101 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16165 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7552 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5370 members 
Mstep: Class 24 contains 42897 members 
Mstep: Class 25 contains 1187 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 14779 members 
Mstep: Class 28 contains 28192 members 
Mstep: Class 29 contains 29325 members 
Mstep: Class 30 contains 3910 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22441 members 
Mstep: Class 33 contains 15133 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2745 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18506 members 
Mstep: Class 42 contains 23298 members 
Mstep: Class 43 contains 7201 members 
Mstep: Class 44 contains 62398 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15420 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 42802 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2461 members 
Mstep: Class 51 contains 19762 members 
Mstep: Class 52 contains 7932 members 
Mstep: Class 53 contains 3196 members 
Mstep: Class 54 contains 15385 members 
Mstep: Class 55 contains 27381 members 
Mstep: Class 56 contains 19501 members 
Mstep: Class 57 contains 2103 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16303 members 
Mstep: Class 60 contains 34852 members 
Mstep: Class 61 contains 5298 members 
Mstep: Class 62 contains 13304 members 
Mstep: Class 63 contains 26888 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 678 members 
Mstep: Class 66 contains 23129 members 
Mstep: Class 67 contains 34787 members 
Mstep: Class 68 contains 30920 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 31709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352720.000000 Penalty: 236786.078125
Iteration 176Q: 71 clusters Score -1.613527e+08 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5391 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5602 members 
Mstep: Class 8 contains 34721 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 24338 members 
Mstep: Class 13 contains 36283 members 
Mstep: Class 14 contains 30795 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16154 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7536 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5367 members 
Mstep: Class 24 contains 42851 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 14863 members 
Mstep: Class 28 contains 28095 members 
Mstep: Class 29 contains 29573 members 
Mstep: Class 30 contains 3904 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22407 members 
Mstep: Class 33 contains 15062 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18509 members 
Mstep: Class 42 contains 23507 members 
Mstep: Class 43 contains 7231 members 
Mstep: Class 44 contains 62328 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15386 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 42821 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 19797 members 
Mstep: Class 52 contains 7906 members 
Mstep: Class 53 contains 3187 members 
Mstep: Class 54 contains 15414 members 
Mstep: Class 55 contains 27381 members 
Mstep: Class 56 contains 19506 members 
Mstep: Class 57 contains 2098 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16393 members 
Mstep: Class 60 contains 34627 members 
Mstep: Class 61 contains 5299 members 
Mstep: Class 62 contains 13310 members 
Mstep: Class 63 contains 27248 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 678 members 
Mstep: Class 66 contains 23040 members 
Mstep: Class 67 contains 34806 members 
Mstep: Class 68 contains 30865 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 31439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353488.000000 Penalty: 236786.078125
Iteration 177Q: 71 clusters Score -1.613535e+08 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 34933 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 12 contains 24249 members 
Mstep: Class 13 contains 36278 members 
Mstep: Class 14 contains 30595 members 
Mstep: Class 15 contains 7054 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16161 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7516 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 42828 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 14941 members 
Mstep: Class 28 contains 28022 members 
Mstep: Class 29 contains 29769 members 
Mstep: Class 30 contains 3900 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22364 members 
Mstep: Class 33 contains 15002 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18508 members 
Mstep: Class 42 contains 23746 members 
Mstep: Class 43 contains 7256 members 
Mstep: Class 44 contains 62246 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15355 members 
Mstep: Class 47 contains 2627 members 
Mstep: Class 48 contains 42834 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 19821 members 
Mstep: Class 52 contains 7849 members 
Mstep: Class 53 contains 3181 members 
Mstep: Class 54 contains 15434 members 
Mstep: Class 55 contains 27359 members 
Mstep: Class 56 contains 19548 members 
Mstep: Class 57 contains 2093 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16455 members 
Mstep: Class 60 contains 34362 members 
Mstep: Class 61 contains 5306 members 
Mstep: Class 62 contains 13348 members 
Mstep: Class 63 contains 27639 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 678 members 
Mstep: Class 66 contains 22968 members 
Mstep: Class 67 contains 34864 members 
Mstep: Class 68 contains 30825 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 31162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353936.000000 Penalty: 236786.078125
Iteration 178Q: 71 clusters Score -1.613539e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5578 members 
Mstep: Class 8 contains 35168 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 24161 members 
Mstep: Class 13 contains 36268 members 
Mstep: Class 14 contains 30443 members 
Mstep: Class 15 contains 7031 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16172 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 42794 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 14986 members 
Mstep: Class 28 contains 27925 members 
Mstep: Class 29 contains 29979 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22309 members 
Mstep: Class 33 contains 14941 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2755 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18523 members 
Mstep: Class 42 contains 24026 members 
Mstep: Class 43 contains 7274 members 
Mstep: Class 44 contains 62144 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15337 members 
Mstep: Class 47 contains 2625 members 
Mstep: Class 48 contains 42853 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 19871 members 
Mstep: Class 52 contains 7807 members 
Mstep: Class 53 contains 3177 members 
Mstep: Class 54 contains 15447 members 
Mstep: Class 55 contains 27325 members 
Mstep: Class 56 contains 19668 members 
Mstep: Class 57 contains 2090 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16513 members 
Mstep: Class 60 contains 33970 members 
Mstep: Class 61 contains 5304 members 
Mstep: Class 62 contains 13397 members 
Mstep: Class 63 contains 28045 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 679 members 
Mstep: Class 66 contains 22883 members 
Mstep: Class 67 contains 34906 members 
Mstep: Class 68 contains 30783 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 30851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354528.000000 Penalty: 236786.078125
Iteration 179Q: 71 clusters Score -1.613545e+08 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5376 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 35368 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 24039 members 
Mstep: Class 13 contains 36260 members 
Mstep: Class 14 contains 30283 members 
Mstep: Class 15 contains 7016 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 16181 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7498 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 42766 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 15044 members 
Mstep: Class 28 contains 27884 members 
Mstep: Class 29 contains 30096 members 
Mstep: Class 30 contains 3896 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22246 members 
Mstep: Class 33 contains 14865 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18513 members 
Mstep: Class 42 contains 24275 members 
Mstep: Class 43 contains 7291 members 
Mstep: Class 44 contains 62071 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15320 members 
Mstep: Class 47 contains 2624 members 
Mstep: Class 48 contains 42877 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2460 members 
Mstep: Class 51 contains 19931 members 
Mstep: Class 52 contains 7765 members 
Mstep: Class 53 contains 3176 members 
Mstep: Class 54 contains 15463 members 
Mstep: Class 55 contains 27336 members 
Mstep: Class 56 contains 19755 members 
Mstep: Class 57 contains 2087 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16572 members 
Mstep: Class 60 contains 33671 members 
Mstep: Class 61 contains 5304 members 
Mstep: Class 62 contains 13449 members 
Mstep: Class 63 contains 28456 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 680 members 
Mstep: Class 66 contains 22813 members 
Mstep: Class 67 contains 34980 members 
Mstep: Class 68 contains 30755 members 
Mstep: Class 69 contains 248 members 
Mstep: Class 70 contains 30513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161355856.000000 Penalty: 236786.078125
Iteration 180F: 71 clusters Score -1.613559e+08 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5532 members 
Mstep: Class 8 contains 35541 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 23936 members 
Mstep: Class 13 contains 36260 members 
Mstep: Class 14 contains 30173 members 
Mstep: Class 15 contains 7006 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16194 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7496 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5360 members 
Mstep: Class 24 contains 42731 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 15100 members 
Mstep: Class 28 contains 27829 members 
Mstep: Class 29 contains 30345 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 22196 members 
Mstep: Class 33 contains 14793 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2768 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18507 members 
Mstep: Class 42 contains 24581 members 
Mstep: Class 43 contains 7310 members 
Mstep: Class 44 contains 62008 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15285 members 
Mstep: Class 47 contains 2624 members 
Mstep: Class 48 contains 42901 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2459 members 
Mstep: Class 51 contains 20046 members 
Mstep: Class 52 contains 7718 members 
Mstep: Class 53 contains 3174 members 
Mstep: Class 54 contains 15458 members 
Mstep: Class 55 contains 27309 members 
Mstep: Class 56 contains 19803 members 
Mstep: Class 57 contains 2079 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16636 members 
Mstep: Class 60 contains 33307 members 
Mstep: Class 61 contains 5300 members 
Mstep: Class 62 contains 13463 members 
Mstep: Class 63 contains 28828 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 680 members 
Mstep: Class 66 contains 22733 members 
Mstep: Class 67 contains 35084 members 
Mstep: Class 68 contains 30700 members 
Mstep: Class 69 contains 251 members 
Mstep: Class 70 contains 30119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161356176.000000 Penalty: 236786.078125
Iteration 181Q: 71 clusters Score -1.613562e+08 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5366 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5519 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2814 members 
Mstep: Class 12 contains 23773 members 
Mstep: Class 13 contains 36230 members 
Mstep: Class 14 contains 30092 members 
Mstep: Class 15 contains 6994 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16223 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 42704 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 15164 members 
Mstep: Class 28 contains 27759 members 
Mstep: Class 29 contains 30485 members 
Mstep: Class 30 contains 3890 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 22138 members 
Mstep: Class 33 contains 14712 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2768 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18511 members 
Mstep: Class 42 contains 25023 members 
Mstep: Class 43 contains 7338 members 
Mstep: Class 44 contains 61930 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15257 members 
Mstep: Class 47 contains 2624 members 
Mstep: Class 48 contains 42913 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 20067 members 
Mstep: Class 52 contains 7677 members 
Mstep: Class 53 contains 3169 members 
Mstep: Class 54 contains 15452 members 
Mstep: Class 55 contains 27204 members 
Mstep: Class 56 contains 19936 members 
Mstep: Class 57 contains 2075 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16702 members 
Mstep: Class 60 contains 33005 members 
Mstep: Class 61 contains 5299 members 
Mstep: Class 62 contains 13558 members 
Mstep: Class 63 contains 29150 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22665 members 
Mstep: Class 67 contains 35245 members 
Mstep: Class 68 contains 30638 members 
Mstep: Class 69 contains 252 members 
Mstep: Class 70 contains 29645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161357296.000000 Penalty: 236786.078125
Iteration 182Q: 71 clusters Score -1.613573e+08 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 35980 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2811 members 
Mstep: Class 12 contains 23634 members 
Mstep: Class 13 contains 36203 members 
Mstep: Class 14 contains 30051 members 
Mstep: Class 15 contains 6981 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16241 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 42647 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 15275 members 
Mstep: Class 28 contains 27629 members 
Mstep: Class 29 contains 30622 members 
Mstep: Class 30 contains 3885 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22099 members 
Mstep: Class 33 contains 14659 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2769 members 
Mstep: Class 38 contains 483 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18509 members 
Mstep: Class 42 contains 25526 members 
Mstep: Class 43 contains 7352 members 
Mstep: Class 44 contains 61876 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15214 members 
Mstep: Class 47 contains 2625 members 
Mstep: Class 48 contains 42923 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2455 members 
Mstep: Class 51 contains 20092 members 
Mstep: Class 52 contains 7625 members 
Mstep: Class 53 contains 3168 members 
Mstep: Class 54 contains 15444 members 
Mstep: Class 55 contains 27077 members 
Mstep: Class 56 contains 20067 members 
Mstep: Class 57 contains 2071 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16733 members 
Mstep: Class 60 contains 32591 members 
Mstep: Class 61 contains 5311 members 
Mstep: Class 62 contains 13653 members 
Mstep: Class 63 contains 29468 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22612 members 
Mstep: Class 67 contains 35412 members 
Mstep: Class 68 contains 30598 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 29202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161357728.000000 Penalty: 236786.078125
Iteration 183Q: 71 clusters Score -1.613577e+08 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 36226 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 23460 members 
Mstep: Class 13 contains 36159 members 
Mstep: Class 14 contains 30047 members 
Mstep: Class 15 contains 6969 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16271 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 42552 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 15394 members 
Mstep: Class 28 contains 27524 members 
Mstep: Class 29 contains 30667 members 
Mstep: Class 30 contains 3876 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22051 members 
Mstep: Class 33 contains 14597 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 483 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18494 members 
Mstep: Class 42 contains 26148 members 
Mstep: Class 43 contains 7364 members 
Mstep: Class 44 contains 61820 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15142 members 
Mstep: Class 47 contains 2626 members 
Mstep: Class 48 contains 42908 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 20099 members 
Mstep: Class 52 contains 7587 members 
Mstep: Class 53 contains 3178 members 
Mstep: Class 54 contains 15453 members 
Mstep: Class 55 contains 26897 members 
Mstep: Class 56 contains 20153 members 
Mstep: Class 57 contains 2070 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16785 members 
Mstep: Class 60 contains 32241 members 
Mstep: Class 61 contains 5317 members 
Mstep: Class 62 contains 13777 members 
Mstep: Class 63 contains 29802 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22576 members 
Mstep: Class 67 contains 35579 members 
Mstep: Class 68 contains 30539 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 28736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161357744.000000 Penalty: 236786.078125
Iteration 184Q: 71 clusters Score -1.613577e+08 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5360 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 36467 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 23306 members 
Mstep: Class 13 contains 36138 members 
Mstep: Class 14 contains 30039 members 
Mstep: Class 15 contains 6959 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16309 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7458 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 42471 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 15504 members 
Mstep: Class 28 contains 27453 members 
Mstep: Class 29 contains 30702 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22012 members 
Mstep: Class 33 contains 14524 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18472 members 
Mstep: Class 42 contains 26804 members 
Mstep: Class 43 contains 7386 members 
Mstep: Class 44 contains 61778 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15075 members 
Mstep: Class 47 contains 2629 members 
Mstep: Class 48 contains 42884 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 20072 members 
Mstep: Class 52 contains 7555 members 
Mstep: Class 53 contains 3167 members 
Mstep: Class 54 contains 15467 members 
Mstep: Class 55 contains 26624 members 
Mstep: Class 56 contains 20262 members 
Mstep: Class 57 contains 2068 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16837 members 
Mstep: Class 60 contains 31912 members 
Mstep: Class 61 contains 5319 members 
Mstep: Class 62 contains 13902 members 
Mstep: Class 63 contains 30095 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22549 members 
Mstep: Class 67 contains 35738 members 
Mstep: Class 68 contains 30489 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 28269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161358640.000000 Penalty: 236786.078125
Iteration 185Q: 71 clusters Score -1.613586e+08 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5465 members 
Mstep: Class 8 contains 36725 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 23206 members 
Mstep: Class 13 contains 36114 members 
Mstep: Class 14 contains 30058 members 
Mstep: Class 15 contains 6946 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16350 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5325 members 
Mstep: Class 24 contains 42374 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 15588 members 
Mstep: Class 28 contains 27310 members 
Mstep: Class 29 contains 30751 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22003 members 
Mstep: Class 33 contains 14454 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18443 members 
Mstep: Class 42 contains 27419 members 
Mstep: Class 43 contains 7416 members 
Mstep: Class 44 contains 61736 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15021 members 
Mstep: Class 47 contains 2626 members 
Mstep: Class 48 contains 42849 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20051 members 
Mstep: Class 52 contains 7516 members 
Mstep: Class 53 contains 3167 members 
Mstep: Class 54 contains 15479 members 
Mstep: Class 55 contains 26367 members 
Mstep: Class 56 contains 20306 members 
Mstep: Class 57 contains 2066 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16852 members 
Mstep: Class 60 contains 31578 members 
Mstep: Class 61 contains 5320 members 
Mstep: Class 62 contains 14004 members 
Mstep: Class 63 contains 30378 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22548 members 
Mstep: Class 67 contains 35852 members 
Mstep: Class 68 contains 30441 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 27969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161359056.000000 Penalty: 236786.078125
Iteration 186Q: 71 clusters Score -1.613591e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5357 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5461 members 
Mstep: Class 8 contains 36971 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 23084 members 
Mstep: Class 13 contains 36092 members 
Mstep: Class 14 contains 30106 members 
Mstep: Class 15 contains 6936 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16397 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7432 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5321 members 
Mstep: Class 24 contains 42294 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 15647 members 
Mstep: Class 28 contains 27176 members 
Mstep: Class 29 contains 30797 members 
Mstep: Class 30 contains 3864 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21976 members 
Mstep: Class 33 contains 14387 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2776 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18405 members 
Mstep: Class 42 contains 28087 members 
Mstep: Class 43 contains 7440 members 
Mstep: Class 44 contains 61697 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14996 members 
Mstep: Class 47 contains 2625 members 
Mstep: Class 48 contains 42820 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20025 members 
Mstep: Class 52 contains 7476 members 
Mstep: Class 53 contains 3165 members 
Mstep: Class 54 contains 15470 members 
Mstep: Class 55 contains 26029 members 
Mstep: Class 56 contains 20355 members 
Mstep: Class 57 contains 2066 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16898 members 
Mstep: Class 60 contains 31287 members 
Mstep: Class 61 contains 5317 members 
Mstep: Class 62 contains 14106 members 
Mstep: Class 63 contains 30518 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22568 members 
Mstep: Class 67 contains 35874 members 
Mstep: Class 68 contains 30394 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 27831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161359264.000000 Penalty: 236786.078125
Iteration 187Q: 71 clusters Score -1.613593e+08 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5352 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 37234 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 23016 members 
Mstep: Class 13 contains 36062 members 
Mstep: Class 14 contains 30147 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7422 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 42202 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 15735 members 
Mstep: Class 28 contains 27033 members 
Mstep: Class 29 contains 30820 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21970 members 
Mstep: Class 33 contains 14308 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2783 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18388 members 
Mstep: Class 42 contains 28746 members 
Mstep: Class 43 contains 7456 members 
Mstep: Class 44 contains 61676 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14993 members 
Mstep: Class 47 contains 2626 members 
Mstep: Class 48 contains 42780 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 19973 members 
Mstep: Class 52 contains 7440 members 
Mstep: Class 53 contains 3164 members 
Mstep: Class 54 contains 15443 members 
Mstep: Class 55 contains 25628 members 
Mstep: Class 56 contains 20433 members 
Mstep: Class 57 contains 2065 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16935 members 
Mstep: Class 60 contains 30958 members 
Mstep: Class 61 contains 5311 members 
Mstep: Class 62 contains 14206 members 
Mstep: Class 63 contains 30647 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22571 members 
Mstep: Class 67 contains 35823 members 
Mstep: Class 68 contains 30341 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 27896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161360240.000000 Penalty: 236786.078125
Iteration 188Q: 71 clusters Score -1.613602e+08 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 37477 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 22971 members 
Mstep: Class 13 contains 36017 members 
Mstep: Class 14 contains 30191 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16387 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7402 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 42133 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 15812 members 
Mstep: Class 28 contains 26826 members 
Mstep: Class 29 contains 30792 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21949 members 
Mstep: Class 33 contains 14247 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18362 members 
Mstep: Class 42 contains 29313 members 
Mstep: Class 43 contains 7471 members 
Mstep: Class 44 contains 61673 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14994 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 42730 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 19909 members 
Mstep: Class 52 contains 7409 members 
Mstep: Class 53 contains 3156 members 
Mstep: Class 54 contains 15421 members 
Mstep: Class 55 contains 25334 members 
Mstep: Class 56 contains 20480 members 
Mstep: Class 57 contains 2063 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16962 members 
Mstep: Class 60 contains 30749 members 
Mstep: Class 61 contains 5305 members 
Mstep: Class 62 contains 14289 members 
Mstep: Class 63 contains 30707 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22609 members 
Mstep: Class 67 contains 35700 members 
Mstep: Class 68 contains 30288 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 28099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161360640.000000 Penalty: 236786.078125
Iteration 189Q: 71 clusters Score -1.613606e+08 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 37699 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 22933 members 
Mstep: Class 13 contains 35986 members 
Mstep: Class 14 contains 30272 members 
Mstep: Class 15 contains 6898 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16378 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 42111 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 26554 members 
Mstep: Class 29 contains 30769 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21915 members 
Mstep: Class 33 contains 14174 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18329 members 
Mstep: Class 42 contains 29792 members 
Mstep: Class 43 contains 7483 members 
Mstep: Class 44 contains 61628 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15012 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42686 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 19868 members 
Mstep: Class 52 contains 7373 members 
Mstep: Class 53 contains 3163 members 
Mstep: Class 54 contains 15406 members 
Mstep: Class 55 contains 25199 members 
Mstep: Class 56 contains 20528 members 
Mstep: Class 57 contains 2063 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17002 members 
Mstep: Class 60 contains 30546 members 
Mstep: Class 61 contains 5298 members 
Mstep: Class 62 contains 14355 members 
Mstep: Class 63 contains 30753 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22633 members 
Mstep: Class 67 contains 35517 members 
Mstep: Class 68 contains 30217 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 28359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161361152.000000 Penalty: 236786.078125
Iteration 190Q: 71 clusters Score -1.613612e+08 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 37931 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 22906 members 
Mstep: Class 13 contains 35955 members 
Mstep: Class 14 contains 30359 members 
Mstep: Class 15 contains 6884 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16360 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 42069 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 15902 members 
Mstep: Class 28 contains 26339 members 
Mstep: Class 29 contains 30769 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21903 members 
Mstep: Class 33 contains 14091 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18305 members 
Mstep: Class 42 contains 30163 members 
Mstep: Class 43 contains 7494 members 
Mstep: Class 44 contains 61589 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15012 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 42640 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 19870 members 
Mstep: Class 52 contains 7338 members 
Mstep: Class 53 contains 3164 members 
Mstep: Class 54 contains 15389 members 
Mstep: Class 55 contains 25144 members 
Mstep: Class 56 contains 20504 members 
Mstep: Class 57 contains 2061 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17034 members 
Mstep: Class 60 contains 30376 members 
Mstep: Class 61 contains 5300 members 
Mstep: Class 62 contains 14424 members 
Mstep: Class 63 contains 30805 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22646 members 
Mstep: Class 67 contains 35280 members 
Mstep: Class 68 contains 30150 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 28650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161362224.000000 Penalty: 236786.078125
Iteration 191Q: 71 clusters Score -1.613622e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5343 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 38146 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 35909 members 
Mstep: Class 14 contains 30491 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16352 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5342 members 
Mstep: Class 24 contains 42046 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 15965 members 
Mstep: Class 28 contains 26140 members 
Mstep: Class 29 contains 30723 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21901 members 
Mstep: Class 33 contains 14005 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2789 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18288 members 
Mstep: Class 42 contains 30455 members 
Mstep: Class 43 contains 7501 members 
Mstep: Class 44 contains 61528 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15017 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 42592 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 19872 members 
Mstep: Class 52 contains 7312 members 
Mstep: Class 53 contains 3166 members 
Mstep: Class 54 contains 15372 members 
Mstep: Class 55 contains 25252 members 
Mstep: Class 56 contains 20455 members 
Mstep: Class 57 contains 2059 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17063 members 
Mstep: Class 60 contains 30230 members 
Mstep: Class 61 contains 5298 members 
Mstep: Class 62 contains 14485 members 
Mstep: Class 63 contains 30807 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22651 members 
Mstep: Class 67 contains 35069 members 
Mstep: Class 68 contains 30070 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 28892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161362336.000000 Penalty: 236786.078125
Iteration 192Q: 71 clusters Score -1.613623e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5334 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 38350 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 22779 members 
Mstep: Class 13 contains 35887 members 
Mstep: Class 14 contains 30620 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16349 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 42030 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 26007 members 
Mstep: Class 29 contains 30656 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21910 members 
Mstep: Class 33 contains 13935 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2793 members 
Mstep: Class 38 contains 484 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18261 members 
Mstep: Class 42 contains 30711 members 
Mstep: Class 43 contains 7508 members 
Mstep: Class 44 contains 61477 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15025 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 42544 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 19932 members 
Mstep: Class 52 contains 7289 members 
Mstep: Class 53 contains 3164 members 
Mstep: Class 54 contains 15341 members 
Mstep: Class 55 contains 25393 members 
Mstep: Class 56 contains 20380 members 
Mstep: Class 57 contains 2057 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17053 members 
Mstep: Class 60 contains 30074 members 
Mstep: Class 61 contains 5293 members 
Mstep: Class 62 contains 14535 members 
Mstep: Class 63 contains 30772 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22645 members 
Mstep: Class 67 contains 34838 members 
Mstep: Class 68 contains 30019 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 29148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161362080.000000 Penalty: 236786.078125
Iteration 193Q: 71 clusters Score -1.613621e+08 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5332 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5373 members 
Mstep: Class 8 contains 38553 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 22694 members 
Mstep: Class 13 contains 35888 members 
Mstep: Class 14 contains 30726 members 
Mstep: Class 15 contains 6844 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16333 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7296 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 42012 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 25799 members 
Mstep: Class 29 contains 30637 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21942 members 
Mstep: Class 33 contains 13848 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2796 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18234 members 
Mstep: Class 42 contains 30904 members 
Mstep: Class 43 contains 7519 members 
Mstep: Class 44 contains 61411 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15018 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42519 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 19979 members 
Mstep: Class 52 contains 7262 members 
Mstep: Class 53 contains 3157 members 
Mstep: Class 54 contains 15310 members 
Mstep: Class 55 contains 25534 members 
Mstep: Class 56 contains 20331 members 
Mstep: Class 57 contains 2054 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17066 members 
Mstep: Class 60 contains 30024 members 
Mstep: Class 61 contains 5286 members 
Mstep: Class 62 contains 14583 members 
Mstep: Class 63 contains 30703 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22641 members 
Mstep: Class 67 contains 34582 members 
Mstep: Class 68 contains 29952 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 29466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161362832.000000 Penalty: 236786.078125
Iteration 194Q: 71 clusters Score -1.613628e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 38753 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 22587 members 
Mstep: Class 13 contains 35900 members 
Mstep: Class 14 contains 30847 members 
Mstep: Class 15 contains 6830 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16314 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7274 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 41983 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 25563 members 
Mstep: Class 29 contains 30623 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 21997 members 
Mstep: Class 33 contains 13768 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2800 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18204 members 
Mstep: Class 42 contains 30947 members 
Mstep: Class 43 contains 7515 members 
Mstep: Class 44 contains 61350 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15028 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 42490 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20034 members 
Mstep: Class 52 contains 7238 members 
Mstep: Class 53 contains 3153 members 
Mstep: Class 54 contains 15285 members 
Mstep: Class 55 contains 25820 members 
Mstep: Class 56 contains 20270 members 
Mstep: Class 57 contains 2052 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17064 members 
Mstep: Class 60 contains 30003 members 
Mstep: Class 61 contains 5282 members 
Mstep: Class 62 contains 14641 members 
Mstep: Class 63 contains 30567 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22635 members 
Mstep: Class 67 contains 34353 members 
Mstep: Class 68 contains 29881 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 29812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161363088.000000 Penalty: 236786.078125
Iteration 195Q: 71 clusters Score -1.613631e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5341 members 
Mstep: Class 8 contains 38991 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 22476 members 
Mstep: Class 13 contains 35900 members 
Mstep: Class 14 contains 30964 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16297 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7264 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 41918 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 16174 members 
Mstep: Class 28 contains 25414 members 
Mstep: Class 29 contains 30551 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22052 members 
Mstep: Class 33 contains 13683 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2801 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18164 members 
Mstep: Class 42 contains 30878 members 
Mstep: Class 43 contains 7505 members 
Mstep: Class 44 contains 61314 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15042 members 
Mstep: Class 47 contains 2642 members 
Mstep: Class 48 contains 42457 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20107 members 
Mstep: Class 52 contains 7212 members 
Mstep: Class 53 contains 3152 members 
Mstep: Class 54 contains 15267 members 
Mstep: Class 55 contains 26113 members 
Mstep: Class 56 contains 20196 members 
Mstep: Class 57 contains 2053 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17069 members 
Mstep: Class 60 contains 29998 members 
Mstep: Class 61 contains 5271 members 
Mstep: Class 62 contains 14725 members 
Mstep: Class 63 contains 30475 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22622 members 
Mstep: Class 67 contains 34136 members 
Mstep: Class 68 contains 29841 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 30139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161363424.000000 Penalty: 236786.078125
Iteration 196Q: 71 clusters Score -1.613634e+08 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5320 members 
Mstep: Class 8 contains 39235 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 35900 members 
Mstep: Class 14 contains 31052 members 
Mstep: Class 15 contains 6806 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16284 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 41823 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 25231 members 
Mstep: Class 29 contains 30456 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22066 members 
Mstep: Class 33 contains 13615 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2802 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18137 members 
Mstep: Class 42 contains 30707 members 
Mstep: Class 43 contains 7492 members 
Mstep: Class 44 contains 61296 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15038 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42415 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20151 members 
Mstep: Class 52 contains 7200 members 
Mstep: Class 53 contains 3152 members 
Mstep: Class 54 contains 15266 members 
Mstep: Class 55 contains 26481 members 
Mstep: Class 56 contains 20101 members 
Mstep: Class 57 contains 2053 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17090 members 
Mstep: Class 60 contains 30063 members 
Mstep: Class 61 contains 5266 members 
Mstep: Class 62 contains 14798 members 
Mstep: Class 63 contains 30394 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22625 members 
Mstep: Class 67 contains 33963 members 
Mstep: Class 68 contains 29820 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 30469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364064.000000 Penalty: 236786.078125
Iteration 197Q: 71 clusters Score -1.613641e+08 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 39531 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 22296 members 
Mstep: Class 13 contains 35904 members 
Mstep: Class 14 contains 31113 members 
Mstep: Class 15 contains 6793 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16258 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5346 members 
Mstep: Class 24 contains 41687 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 16242 members 
Mstep: Class 28 contains 25115 members 
Mstep: Class 29 contains 30346 members 
Mstep: Class 30 contains 3851 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22064 members 
Mstep: Class 33 contains 13535 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18099 members 
Mstep: Class 42 contains 30449 members 
Mstep: Class 43 contains 7487 members 
Mstep: Class 44 contains 61260 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15069 members 
Mstep: Class 47 contains 2647 members 
Mstep: Class 48 contains 42381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20178 members 
Mstep: Class 52 contains 7190 members 
Mstep: Class 53 contains 3146 members 
Mstep: Class 54 contains 15255 members 
Mstep: Class 55 contains 26885 members 
Mstep: Class 56 contains 20045 members 
Mstep: Class 57 contains 2051 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17110 members 
Mstep: Class 60 contains 30141 members 
Mstep: Class 61 contains 5261 members 
Mstep: Class 62 contains 14868 members 
Mstep: Class 63 contains 30268 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22634 members 
Mstep: Class 67 contains 33836 members 
Mstep: Class 68 contains 29780 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 30740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364080.000000 Penalty: 236786.078125
Iteration 198Q: 71 clusters Score -1.613641e+08 nChanged 3992
Entering ConstructFrom: 
Score: -161364080.000000 Penalty: 236786.078125
Entering ConstructFrom: 
Trying to split cluster 1 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -200094.953125 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -200095 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 588 members 
Entering Unmasked Estep 
Score: -198129.703125 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -198129.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -198518.593750 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -198518.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -198648.515625 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -198648.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -198726.218750 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -198726.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -198802.718750 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -198802.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -198831.812500 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -198831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -198848.046875 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -198848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -198858.078125 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -198858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -198869.406250 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -198869.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -198880.625000 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -198880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -198886.203125 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -198886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -198895.062500 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -198895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -198901.296875 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -198901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -198911.359375 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -198911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -198922.093750 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -198922.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -198939.234375 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -198939.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -198955.187500 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -198955.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -198977.421875 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -198977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -198988.046875 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -198988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -199000.093750 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -199000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -199003.000000 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -199003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -199007.328125 Penalty: 3485.548096
	Iteration 21Q: 3 clusters Score -199007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -199015.234375 Penalty: 3485.548096
	Iteration 22Q: 3 clusters Score -199015.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -199032.312500 Penalty: 3485.548096
	Iteration 23Q: 3 clusters Score -199032.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -199042.484375 Penalty: 3485.548096
	Iteration 24Q: 3 clusters Score -199042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -199052.625000 Penalty: 3485.548096
	Iteration 25Q: 3 clusters Score -199052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -199061.828125 Penalty: 3485.548096
	Iteration 26Q: 3 clusters Score -199061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -199067.578125 Penalty: 3485.548096
	Iteration 27Q: 3 clusters Score -199067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -199070.828125 Penalty: 3485.548096
	Iteration 28Q: 3 clusters Score -199070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -199071.750000 Penalty: 3485.548096
	Iteration 29Q: 3 clusters Score -199071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -199073.125000 Penalty: 3485.548096
	Iteration 30Q: 3 clusters Score -199073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -199073.593750 Penalty: 3485.548096
	Iteration 31Q: 3 clusters Score -199073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -199077.203125 Penalty: 3485.548096
	Iteration 32Q: 3 clusters Score -199077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -199079.953125 Penalty: 3485.548096
	Iteration 33Q: 3 clusters Score -199080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -199082.312500 Penalty: 3485.548096
	Iteration 34Q: 3 clusters Score -199082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -199084.046875 Penalty: 3485.548096
	Iteration 35Q: 3 clusters Score -199084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -199085.281250 Penalty: 3485.548096
	Iteration 36Q: 3 clusters Score -199085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -199086.343750 Penalty: 3485.548096
	Iteration 37Q: 3 clusters Score -199086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -199086.343750 Penalty: 3485.548096
	Iteration 38F: 3 clusters Score -199086.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 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 162 members 
Entering Unmasked Estep 
Score: -39269.187500 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39269.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39449.031250 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39449.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39500.472656 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -39500.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39567.175781 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -39567.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39601.746094 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -39601.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39617.726562 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -39617.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39648.035156 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -39648.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -39699.167969 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -39699.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -39723.324219 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -39723.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -39748.390625 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -39748.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -39748.390625 Penalty: 2845.339844
	Iteration 10F: 3 clusters Score -39748.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Entering Unmasked Estep 
Score: -1016210.812500 Penalty: 2127.415527
	Iteration 0F: 2 clusters Score -1016211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1011476.187500 Penalty: 4254.831055
	Iteration 0F: 3 clusters Score -1011476 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1012700.312500 Penalty: 4254.831055
	Iteration 1F: 3 clusters Score -1012700 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1013102.562500 Penalty: 4254.831055
	Iteration 2F: 3 clusters Score -1013103 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1013529.062500 Penalty: 4254.831055
	Iteration 3F: 3 clusters Score -1013529 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1013906.000000 Penalty: 4254.831055
	Iteration 4F: 3 clusters Score -1013906 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1014167.437500 Penalty: 4254.831055
	Iteration 5F: 3 clusters Score -1014167 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1014369.062500 Penalty: 4254.831055
	Iteration 6F: 3 clusters Score -1014369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1014519.562500 Penalty: 4254.831055
	Iteration 7Q: 3 clusters Score -1014520 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1014639.000000 Penalty: 4254.831055
	Iteration 8Q: 3 clusters Score -1014639 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1014745.875000 Penalty: 4254.831055
	Iteration 9Q: 3 clusters Score -1014746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1014824.937500 Penalty: 4254.831055
	Iteration 10Q: 3 clusters Score -1014825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1014892.125000 Penalty: 4254.831055
	Iteration 11Q: 3 clusters Score -1014892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1014982.062500 Penalty: 4254.831055
	Iteration 12Q: 3 clusters Score -1014982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1015091.625000 Penalty: 4254.831055
	Iteration 13Q: 3 clusters Score -1015092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1015201.187500 Penalty: 4254.831055
	Iteration 14Q: 3 clusters Score -1015201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1015315.937500 Penalty: 4254.831055
	Iteration 15Q: 3 clusters Score -1015316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1015393.750000 Penalty: 4254.831055
	Iteration 16Q: 3 clusters Score -1015394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1015431.812500 Penalty: 4254.831055
	Iteration 17Q: 3 clusters Score -1015432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1015464.625000 Penalty: 4254.831055
	Iteration 18Q: 3 clusters Score -1015465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1015496.062500 Penalty: 4254.831055
	Iteration 19Q: 3 clusters Score -1015496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1015516.812500 Penalty: 4254.831055
	Iteration 20F: 3 clusters Score -1015517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1015545.750000 Penalty: 4254.831055
	Iteration 21Q: 3 clusters Score -1015546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1015562.000000 Penalty: 4254.831055
	Iteration 22Q: 3 clusters Score -1015562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1015578.062500 Penalty: 4254.831055
	Iteration 23Q: 3 clusters Score -1015578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1015586.812500 Penalty: 4254.831055
	Iteration 24Q: 3 clusters Score -1015587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1015594.375000 Penalty: 4254.831055
	Iteration 25Q: 3 clusters Score -1015594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1015599.500000 Penalty: 4254.831055
	Iteration 26Q: 3 clusters Score -1015600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1015605.437500 Penalty: 4254.831055
	Iteration 27Q: 3 clusters Score -1015605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1015609.250000 Penalty: 4254.831055
	Iteration 28Q: 3 clusters Score -1015609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1015611.187500 Penalty: 4254.831055
	Iteration 29Q: 3 clusters Score -1015611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1015613.687500 Penalty: 4254.831055
	Iteration 30Q: 3 clusters Score -1015614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1015613.687500 Penalty: 4254.831055
	Iteration 31F: 3 clusters Score -1015614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -92326.640625 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -92326.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90881.812500 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -90881.81 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91131.734375 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -91131.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91254.632812 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -91254.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91354.437500 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -91354.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91460.601562 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -91460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91491.843750 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -91491.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91513.054688 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -91513.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91540.468750 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -91540.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91562.593750 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -91562.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91602.335938 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -91602.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91635.898438 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -91635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91650.539062 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -91650.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91653.398438 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -91653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91656.187500 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -91656.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91656.187500 Penalty: 3122.451904
	Iteration 14F: 3 clusters Score -91656.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -99340.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -99340.26 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 297 members 
Entering Unmasked Estep 
Score: -97906.593750 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97906.59 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98319.234375 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -98319.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98471.703125 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98471.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98547.304688 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -98547.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98609.742188 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -98609.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98648.671875 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -98648.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -98679.968750 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -98679.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -98698.062500 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -98698.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98709.515625 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -98709.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98712.632812 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -98712.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98712.632812 Penalty: 3197.863525
	Iteration 10F: 3 clusters Score -98712.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -41942.628906 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -41942.63 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 141 members 
Entering Unmasked Estep 
Score: -40777.628906 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -40777.63 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41040.210938 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -41040.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41096.832031 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -41096.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41138.832031 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -41138.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41138.832031 Penalty: 2873.334717
	Iteration 4F: 3 clusters Score -41138.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -1056508.000000 Penalty: 2126.854980
	Iteration 0F: 2 clusters Score -1056508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1051848.250000 Penalty: 4253.709961
	Iteration 0F: 3 clusters Score -1051848 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1052946.625000 Penalty: 4253.709961
	Iteration 1F: 3 clusters Score -1052947 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1053155.250000 Penalty: 4253.709961
	Iteration 2F: 3 clusters Score -1053155 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1053299.375000 Penalty: 4253.709961
	Iteration 3Q: 3 clusters Score -1053299 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1053408.875000 Penalty: 4253.709961
	Iteration 4Q: 3 clusters Score -1053409 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1053496.750000 Penalty: 4253.709961
	Iteration 5Q: 3 clusters Score -1053497 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1053565.625000 Penalty: 4253.709961
	Iteration 6Q: 3 clusters Score -1053566 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1053645.375000 Penalty: 4253.709961
	Iteration 7Q: 3 clusters Score -1053645 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1053735.875000 Penalty: 4253.709961
	Iteration 8Q: 3 clusters Score -1053736 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1053835.125000 Penalty: 4253.709961
	Iteration 9Q: 3 clusters Score -1053835 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1053922.625000 Penalty: 4253.709961
	Iteration 10Q: 3 clusters Score -1053923 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1053995.500000 Penalty: 4253.709961
	Iteration 11Q: 3 clusters Score -1053996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1054061.750000 Penalty: 4253.709961
	Iteration 12Q: 3 clusters Score -1054062 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1054112.750000 Penalty: 4253.709961
	Iteration 13Q: 3 clusters Score -1054113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1054162.375000 Penalty: 4253.709961
	Iteration 14Q: 3 clusters Score -1054162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1054217.625000 Penalty: 4253.709961
	Iteration 15Q: 3 clusters Score -1054218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1054262.875000 Penalty: 4253.709961
	Iteration 16Q: 3 clusters Score -1054263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1054309.250000 Penalty: 4253.709961
	Iteration 17Q: 3 clusters Score -1054309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1054345.000000 Penalty: 4253.709961
	Iteration 18Q: 3 clusters Score -1054345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1054386.000000 Penalty: 4253.709961
	Iteration 19Q: 3 clusters Score -1054386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1054425.375000 Penalty: 4253.709961
	Iteration 20F: 3 clusters Score -1054425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1054464.000000 Penalty: 4253.709961
	Iteration 21Q: 3 clusters Score -1054464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1054499.500000 Penalty: 4253.709961
	Iteration 22Q: 3 clusters Score -1054500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1054527.125000 Penalty: 4253.709961
	Iteration 23Q: 3 clusters Score -1054527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1054546.875000 Penalty: 4253.709961
	Iteration 24Q: 3 clusters Score -1054547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1054565.375000 Penalty: 4253.709961
	Iteration 25Q: 3 clusters Score -1054565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1054582.500000 Penalty: 4253.709961
	Iteration 26Q: 3 clusters Score -1054582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1054599.125000 Penalty: 4253.709961
	Iteration 27Q: 3 clusters Score -1054599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1054610.125000 Penalty: 4253.709961
	Iteration 28Q: 3 clusters Score -1054610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1054622.375000 Penalty: 4253.709961
	Iteration 29Q: 3 clusters Score -1054622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1054634.375000 Penalty: 4253.709961
	Iteration 30Q: 3 clusters Score -1054634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1054645.375000 Penalty: 4253.709961
	Iteration 31Q: 3 clusters Score -1054645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1054651.250000 Penalty: 4253.709961
	Iteration 32Q: 3 clusters Score -1054651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1054655.875000 Penalty: 4253.709961
	Iteration 33Q: 3 clusters Score -1054656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1054656.625000 Penalty: 4253.709961
	Iteration 34Q: 3 clusters Score -1054657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1054657.000000 Penalty: 4253.709961
	Iteration 35Q: 3 clusters Score -1054657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1054658.500000 Penalty: 4253.709961
	Iteration 36Q: 3 clusters Score -1054658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1054658.500000 Penalty: 4253.709961
	Iteration 37F: 3 clusters Score -1054658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Entering Unmasked Estep 
Score: -7648600.000000 Penalty: 2626.566406
	Iteration 0F: 2 clusters Score -7648600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -7624377.000000 Penalty: 5253.132812
	Iteration 0F: 3 clusters Score -7624377 nChanged 18233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -7634219.500000 Penalty: 5253.132812
	Iteration 1F: 3 clusters Score -7634220 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -7634833.000000 Penalty: 5253.132812
	Iteration 2Q: 3 clusters Score -7634833 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -7635430.000000 Penalty: 5253.132812
	Iteration 3Q: 3 clusters Score -7635430 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -7636229.000000 Penalty: 5253.132812
	Iteration 4Q: 3 clusters Score -7636229 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -7637209.500000 Penalty: 5253.132812
	Iteration 5F: 3 clusters Score -7637210 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -7638483.000000 Penalty: 5253.132812
	Iteration 6F: 3 clusters Score -7638483 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7639946.500000 Penalty: 5253.132812
	Iteration 7F: 3 clusters Score -7639946 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -7641465.000000 Penalty: 5253.132812
	Iteration 8F: 3 clusters Score -7641465 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -7642702.500000 Penalty: 5253.132812
	Iteration 9Q: 3 clusters Score -7642702 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -7643574.500000 Penalty: 5253.132812
	Iteration 10Q: 3 clusters Score -7643574 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -7644207.000000 Penalty: 5253.132812
	Iteration 11Q: 3 clusters Score -7644207 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -7644547.500000 Penalty: 5253.132812
	Iteration 12Q: 3 clusters Score -7644548 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -7644769.000000 Penalty: 5253.132812
	Iteration 13Q: 3 clusters Score -7644769 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -7644904.000000 Penalty: 5253.132812
	Iteration 14Q: 3 clusters Score -7644904 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -7645049.000000 Penalty: 5253.132812
	Iteration 15Q: 3 clusters Score -7645049 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -7645134.500000 Penalty: 5253.132812
	Iteration 16Q: 3 clusters Score -7645134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -7645221.000000 Penalty: 5253.132812
	Iteration 17Q: 3 clusters Score -7645221 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -7645286.000000 Penalty: 5253.132812
	Iteration 18Q: 3 clusters Score -7645286 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -7645381.000000 Penalty: 5253.132812
	Iteration 19Q: 3 clusters Score -7645381 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -7645433.000000 Penalty: 5253.132812
	Iteration 20F: 3 clusters Score -7645433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -7645492.000000 Penalty: 5253.132812
	Iteration 21Q: 3 clusters Score -7645492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -7645546.500000 Penalty: 5253.132812
	Iteration 22Q: 3 clusters Score -7645546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -7645592.500000 Penalty: 5253.132812
	Iteration 23Q: 3 clusters Score -7645592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -7645643.500000 Penalty: 5253.132812
	Iteration 24Q: 3 clusters Score -7645644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7645691.000000 Penalty: 5253.132812
	Iteration 25Q: 3 clusters Score -7645691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -7645702.500000 Penalty: 5253.132812
	Iteration 26Q: 3 clusters Score -7645702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7645749.500000 Penalty: 5253.132812
	Iteration 27Q: 3 clusters Score -7645750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -7645776.000000 Penalty: 5253.132812
	Iteration 28Q: 3 clusters Score -7645776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -7645805.000000 Penalty: 5253.132812
	Iteration 29Q: 3 clusters Score -7645805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -7645827.500000 Penalty: 5253.132812
	Iteration 30Q: 3 clusters Score -7645828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -7645845.500000 Penalty: 5253.132812
	Iteration 31Q: 3 clusters Score -7645846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -7645858.500000 Penalty: 5253.132812
	Iteration 32Q: 3 clusters Score -7645858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -7645878.500000 Penalty: 5253.132812
	Iteration 33Q: 3 clusters Score -7645878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -7645898.000000 Penalty: 5253.132812
	Iteration 34Q: 3 clusters Score -7645898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -7645912.000000 Penalty: 5253.132812
	Iteration 35Q: 3 clusters Score -7645912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7645927.500000 Penalty: 5253.132812
	Iteration 36Q: 3 clusters Score -7645928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7645929.500000 Penalty: 5253.132812
	Iteration 37Q: 3 clusters Score -7645930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -7645935.000000 Penalty: 5253.132812
	Iteration 38Q: 3 clusters Score -7645935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -7645944.000000 Penalty: 5253.132812
	Iteration 39Q: 3 clusters Score -7645944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7645957.000000 Penalty: 5253.132812
	Iteration 40F: 3 clusters Score -7645957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -7645958.500000 Penalty: 5253.132812
	Iteration 41Q: 3 clusters Score -7645958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7645964.500000 Penalty: 5253.132812
	Iteration 42Q: 3 clusters Score -7645964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -7645981.000000 Penalty: 5253.132812
	Iteration 43Q: 3 clusters Score -7645981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -7645988.000000 Penalty: 5253.132812
	Iteration 44Q: 3 clusters Score -7645988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -7645985.500000 Penalty: 5253.132812
	Iteration 45Q: 3 clusters Score -7645986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -7645991.500000 Penalty: 5253.132812
	Iteration 46Q: 3 clusters Score -7645992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -7646013.500000 Penalty: 5253.132812
	Iteration 47Q: 3 clusters Score -7646014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -7646020.000000 Penalty: 5253.132812
	Iteration 48Q: 3 clusters Score -7646020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -7646029.000000 Penalty: 5253.132812
	Iteration 49Q: 3 clusters Score -7646029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -7646042.000000 Penalty: 5253.132812
	Iteration 50Q: 3 clusters Score -7646042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -7646039.500000 Penalty: 5253.132812
	Iteration 51Q: 3 clusters Score -7646040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -7646064.500000 Penalty: 5253.132812
	Iteration 52Q: 3 clusters Score -7646064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7646070.000000 Penalty: 5253.132812
	Iteration 53Q: 3 clusters Score -7646070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7646064.000000 Penalty: 5253.132812
	Iteration 54Q: 3 clusters Score -7646064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7646066.500000 Penalty: 5253.132812
	Iteration 55Q: 3 clusters Score -7646066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7646068.500000 Penalty: 5253.132812
	Iteration 56Q: 3 clusters Score -7646068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7646076.000000 Penalty: 5253.132812
	Iteration 57Q: 3 clusters Score -7646076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7646076.000000 Penalty: 5253.132812
	Iteration 58F: 3 clusters Score -7646076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -74694.578125 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -74694.58 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 202 members 
Entering Unmasked Estep 
Score: -73282.023438 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -73282.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -73481.593750 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -73481.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -73563.242188 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -73563.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -73609.664062 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -73609.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -73629.898438 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -73629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -73634.929688 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -73634.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -73650.093750 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -73650.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -73677.734375 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -73677.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -73694.210938 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -73694.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -73704.054688 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -73704.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -73716.390625 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -73716.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -73720.710938 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -73720.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -73725.265625 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -73725.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -73728.796875 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -73728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -73728.796875 Penalty: 3016.780762
	Iteration 14F: 3 clusters Score -73728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -97772.601562 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -97772.6 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 271 members 
Entering Unmasked Estep 
Score: -96248.632812 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -96248.63 nChanged 121
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: -96462.703125 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -96462.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96518.718750 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -96518.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96594.273438 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -96594.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -96638.460938 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -96638.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96668.617188 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -96668.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96695.843750 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -96695.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96718.140625 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -96718.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96748.414062 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -96748.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96770.437500 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -96770.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96798.078125 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -96798.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96875.070312 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -96875.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96906.101562 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -96906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96919.750000 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -96919.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96934.132812 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -96934.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96953.335938 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -96953.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96983.109375 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -96983.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97022.601562 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -97022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97056.570312 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -97056.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97064.164062 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -97064.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97080.039062 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -97080.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97128.960938 Penalty: 3135.992188
	Iteration 21Q: 3 clusters Score -97128.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97177.656250 Penalty: 3135.992188
	Iteration 22Q: 3 clusters Score -97177.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97216.906250 Penalty: 3135.992188
	Iteration 23Q: 3 clusters Score -97216.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97235.375000 Penalty: 3135.992188
	Iteration 24Q: 3 clusters Score -97235.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97246.945312 Penalty: 3135.992188
	Iteration 25Q: 3 clusters Score -97246.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97248.859375 Penalty: 3135.992188
	Iteration 26Q: 3 clusters Score -97248.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97250.898438 Penalty: 3135.992188
	Iteration 27Q: 3 clusters Score -97250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97252.703125 Penalty: 3135.992188
	Iteration 28Q: 3 clusters Score -97252.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97252.703125 Penalty: 3135.992188
	Iteration 29F: 3 clusters Score -97252.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -527701.937500 Penalty: 1966.691162
	Iteration 0F: 2 clusters Score -527701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -524658.062500 Penalty: 3933.382324
	Iteration 0F: 3 clusters Score -524658.1 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -525571.312500 Penalty: 3933.382324
	Iteration 1F: 3 clusters Score -525571.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -526111.062500 Penalty: 3933.382324
	Iteration 2F: 3 clusters Score -526111.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -526544.250000 Penalty: 3933.382324
	Iteration 3F: 3 clusters Score -526544.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -526803.125000 Penalty: 3933.382324
	Iteration 4F: 3 clusters Score -526803.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -526986.250000 Penalty: 3933.382324
	Iteration 5F: 3 clusters Score -526986.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -527110.875000 Penalty: 3933.382324
	Iteration 6Q: 3 clusters Score -527110.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -527194.625000 Penalty: 3933.382324
	Iteration 7Q: 3 clusters Score -527194.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -527247.250000 Penalty: 3933.382324
	Iteration 8Q: 3 clusters Score -527247.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -527277.937500 Penalty: 3933.382324
	Iteration 9Q: 3 clusters Score -527277.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -527291.312500 Penalty: 3933.382324
	Iteration 10Q: 3 clusters Score -527291.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -527298.937500 Penalty: 3933.382324
	Iteration 11Q: 3 clusters Score -527298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -527301.500000 Penalty: 3933.382324
	Iteration 12Q: 3 clusters Score -527301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -527303.750000 Penalty: 3933.382324
	Iteration 13Q: 3 clusters Score -527303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -527306.937500 Penalty: 3933.382324
	Iteration 14Q: 3 clusters Score -527306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -527307.750000 Penalty: 3933.382324
	Iteration 15Q: 3 clusters Score -527307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -527309.500000 Penalty: 3933.382324
	Iteration 16Q: 3 clusters Score -527309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -527309.125000 Penalty: 3933.382324
	Iteration 17Q: 3 clusters Score -527309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -527309.125000 Penalty: 3933.382324
	Iteration 18F: 3 clusters Score -527309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Entering Unmasked Estep 
Score: -4683866.000000 Penalty: 2482.203125
	Iteration 0F: 2 clusters Score -4683866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4671505.000000 Penalty: 4964.406250
	Iteration 0F: 3 clusters Score -4671505 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4676945.500000 Penalty: 4964.406250
	Iteration 1F: 3 clusters Score -4676946 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4677402.500000 Penalty: 4964.406250
	Iteration 2F: 3 clusters Score -4677402 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -4677756.500000 Penalty: 4964.406250
	Iteration 3F: 3 clusters Score -4677756 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -4678192.500000 Penalty: 4964.406250
	Iteration 4F: 3 clusters Score -4678192 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -4678664.000000 Penalty: 4964.406250
	Iteration 5F: 3 clusters Score -4678664 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4679159.000000 Penalty: 4964.406250
	Iteration 6F: 3 clusters Score -4679159 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -4679561.500000 Penalty: 4964.406250
	Iteration 7F: 3 clusters Score -4679562 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4679972.500000 Penalty: 4964.406250
	Iteration 8Q: 3 clusters Score -4679972 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4680336.000000 Penalty: 4964.406250
	Iteration 9Q: 3 clusters Score -4680336 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4680639.500000 Penalty: 4964.406250
	Iteration 10Q: 3 clusters Score -4680640 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4680851.000000 Penalty: 4964.406250
	Iteration 11Q: 3 clusters Score -4680851 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4681012.500000 Penalty: 4964.406250
	Iteration 12Q: 3 clusters Score -4681012 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4681144.500000 Penalty: 4964.406250
	Iteration 13Q: 3 clusters Score -4681144 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4681202.000000 Penalty: 4964.406250
	Iteration 14Q: 3 clusters Score -4681202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4681241.500000 Penalty: 4964.406250
	Iteration 15Q: 3 clusters Score -4681242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4681260.000000 Penalty: 4964.406250
	Iteration 16Q: 3 clusters Score -4681260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4681315.500000 Penalty: 4964.406250
	Iteration 17Q: 3 clusters Score -4681316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4681360.000000 Penalty: 4964.406250
	Iteration 18Q: 3 clusters Score -4681360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4681412.500000 Penalty: 4964.406250
	Iteration 19Q: 3 clusters Score -4681412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4681458.500000 Penalty: 4964.406250
	Iteration 20F: 3 clusters Score -4681458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4681515.500000 Penalty: 4964.406250
	Iteration 21Q: 3 clusters Score -4681516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4681557.000000 Penalty: 4964.406250
	Iteration 22Q: 3 clusters Score -4681557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4681589.500000 Penalty: 4964.406250
	Iteration 23Q: 3 clusters Score -4681590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4681613.500000 Penalty: 4964.406250
	Iteration 24Q: 3 clusters Score -4681614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4681623.000000 Penalty: 4964.406250
	Iteration 25Q: 3 clusters Score -4681623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4681646.500000 Penalty: 4964.406250
	Iteration 26Q: 3 clusters Score -4681646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4681679.500000 Penalty: 4964.406250
	Iteration 27Q: 3 clusters Score -4681680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4681696.000000 Penalty: 4964.406250
	Iteration 28Q: 3 clusters Score -4681696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4681702.000000 Penalty: 4964.406250
	Iteration 29Q: 3 clusters Score -4681702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4681709.000000 Penalty: 4964.406250
	Iteration 30Q: 3 clusters Score -4681709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4681724.500000 Penalty: 4964.406250
	Iteration 31Q: 3 clusters Score -4681724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4681722.500000 Penalty: 4964.406250
	Iteration 32Q: 3 clusters Score -4681722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4681742.500000 Penalty: 4964.406250
	Iteration 33Q: 3 clusters Score -4681742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4681745.500000 Penalty: 4964.406250
	Iteration 34Q: 3 clusters Score -4681746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4681749.500000 Penalty: 4964.406250
	Iteration 35Q: 3 clusters Score -4681750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4681753.000000 Penalty: 4964.406250
	Iteration 36Q: 3 clusters Score -4681753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4681765.000000 Penalty: 4964.406250
	Iteration 37Q: 3 clusters Score -4681765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4681769.000000 Penalty: 4964.406250
	Iteration 38Q: 3 clusters Score -4681769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4681761.500000 Penalty: 4964.406250
	Iteration 39Q: 3 clusters Score -4681762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4681777.500000 Penalty: 4964.406250
	Iteration 40F: 3 clusters Score -4681778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4681768.500000 Penalty: 4964.406250
	Iteration 41Q: 3 clusters Score -4681768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4681781.000000 Penalty: 4964.406250
	Iteration 42Q: 3 clusters Score -4681781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4681778.000000 Penalty: 4964.406250
	Iteration 43Q: 3 clusters Score -4681778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4681782.000000 Penalty: 4964.406250
	Iteration 44Q: 3 clusters Score -4681782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4681777.500000 Penalty: 4964.406250
	Iteration 45Q: 3 clusters Score -4681778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4681782.000000 Penalty: 4964.406250
	Iteration 46Q: 3 clusters Score -4681782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4681778.000000 Penalty: 4964.406250
	Iteration 47Q: 3 clusters Score -4681778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4681788.500000 Penalty: 4964.406250
	Iteration 48Q: 3 clusters Score -4681788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4681799.500000 Penalty: 4964.406250
	Iteration 49Q: 3 clusters Score -4681800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4681799.000000 Penalty: 4964.406250
	Iteration 50Q: 3 clusters Score -4681799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4681802.000000 Penalty: 4964.406250
	Iteration 51Q: 3 clusters Score -4681802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4681800.500000 Penalty: 4964.406250
	Iteration 52Q: 3 clusters Score -4681800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4681799.000000 Penalty: 4964.406250
	Iteration 53Q: 3 clusters Score -4681799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4681803.000000 Penalty: 4964.406250
	Iteration 54Q: 3 clusters Score -4681803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4681793.000000 Penalty: 4964.406250
	Iteration 55Q: 3 clusters Score -4681793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4681801.000000 Penalty: 4964.406250
	Iteration 56Q: 3 clusters Score -4681801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4681796.000000 Penalty: 4964.406250
	Iteration 57Q: 3 clusters Score -4681796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4681798.000000 Penalty: 4964.406250
	Iteration 58Q: 3 clusters Score -4681798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4681798.000000 Penalty: 4964.406250
	Iteration 59F: 3 clusters Score -4681798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Entering Unmasked Estep 
Score: -6936646.000000 Penalty: 2601.187744
	Iteration 0F: 2 clusters Score -6936646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -6914681.500000 Penalty: 5202.375488
	Iteration 0F: 3 clusters Score -6914682 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -6923553.000000 Penalty: 5202.375488
	Iteration 1F: 3 clusters Score -6923553 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -6924016.000000 Penalty: 5202.375488
	Iteration 2Q: 3 clusters Score -6924016 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6924378.500000 Penalty: 5202.375488
	Iteration 3Q: 3 clusters Score -6924378 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -6924814.000000 Penalty: 5202.375488
	Iteration 4Q: 3 clusters Score -6924814 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -6925232.500000 Penalty: 5202.375488
	Iteration 5Q: 3 clusters Score -6925232 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -6925634.000000 Penalty: 5202.375488
	Iteration 6Q: 3 clusters Score -6925634 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6926291.500000 Penalty: 5202.375488
	Iteration 7Q: 3 clusters Score -6926292 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -6927184.500000 Penalty: 5202.375488
	Iteration 8Q: 3 clusters Score -6927184 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -6928331.000000 Penalty: 5202.375488
	Iteration 9F: 3 clusters Score -6928331 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -6929710.000000 Penalty: 5202.375488
	Iteration 10F: 3 clusters Score -6929710 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -6931177.000000 Penalty: 5202.375488
	Iteration 11F: 3 clusters Score -6931177 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6932273.500000 Penalty: 5202.375488
	Iteration 12Q: 3 clusters Score -6932274 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6933031.000000 Penalty: 5202.375488
	Iteration 13Q: 3 clusters Score -6933031 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6933554.500000 Penalty: 5202.375488
	Iteration 14Q: 3 clusters Score -6933554 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6933849.000000 Penalty: 5202.375488
	Iteration 15Q: 3 clusters Score -6933849 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6933999.000000 Penalty: 5202.375488
	Iteration 16Q: 3 clusters Score -6933999 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6934106.500000 Penalty: 5202.375488
	Iteration 17Q: 3 clusters Score -6934106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6934177.500000 Penalty: 5202.375488
	Iteration 18Q: 3 clusters Score -6934178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6934224.000000 Penalty: 5202.375488
	Iteration 19Q: 3 clusters Score -6934224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6934251.500000 Penalty: 5202.375488
	Iteration 20F: 3 clusters Score -6934252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6934270.500000 Penalty: 5202.375488
	Iteration 21Q: 3 clusters Score -6934270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6934286.000000 Penalty: 5202.375488
	Iteration 22Q: 3 clusters Score -6934286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6934301.500000 Penalty: 5202.375488
	Iteration 23Q: 3 clusters Score -6934302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6934301.000000 Penalty: 5202.375488
	Iteration 24Q: 3 clusters Score -6934301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6934310.500000 Penalty: 5202.375488
	Iteration 25Q: 3 clusters Score -6934310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6934321.500000 Penalty: 5202.375488
	Iteration 26Q: 3 clusters Score -6934322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6934321.000000 Penalty: 5202.375488
	Iteration 27Q: 3 clusters Score -6934321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6934335.000000 Penalty: 5202.375488
	Iteration 28Q: 3 clusters Score -6934335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6934331.000000 Penalty: 5202.375488
	Iteration 29Q: 3 clusters Score -6934331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6934344.500000 Penalty: 5202.375488
	Iteration 30Q: 3 clusters Score -6934344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6934350.500000 Penalty: 5202.375488
	Iteration 31Q: 3 clusters Score -6934350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6934344.500000 Penalty: 5202.375488
	Iteration 32Q: 3 clusters Score -6934344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6934347.000000 Penalty: 5202.375488
	Iteration 33Q: 3 clusters Score -6934347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6934348.500000 Penalty: 5202.375488
	Iteration 34Q: 3 clusters Score -6934348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6934348.500000 Penalty: 5202.375488
	Iteration 35F: 3 clusters Score -6934348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Entering Unmasked Estep 
Score: -6067224.000000 Penalty: 2565.925293
	Iteration 0F: 2 clusters Score -6067224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -6047475.500000 Penalty: 5131.850586
	Iteration 0F: 3 clusters Score -6047476 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -6055065.500000 Penalty: 5131.850586
	Iteration 1F: 3 clusters Score -6055066 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -6055428.000000 Penalty: 5131.850586
	Iteration 2Q: 3 clusters Score -6055428 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -6055778.500000 Penalty: 5131.850586
	Iteration 3Q: 3 clusters Score -6055778 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -6056129.000000 Penalty: 5131.850586
	Iteration 4Q: 3 clusters Score -6056129 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -6056610.000000 Penalty: 5131.850586
	Iteration 5Q: 3 clusters Score -6056610 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -6057358.000000 Penalty: 5131.850586
	Iteration 6Q: 3 clusters Score -6057358 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -6058563.500000 Penalty: 5131.850586
	Iteration 7F: 3 clusters Score -6058564 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -6060194.500000 Penalty: 5131.850586
	Iteration 8F: 3 clusters Score -6060194 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -6062083.500000 Penalty: 5131.850586
	Iteration 9F: 3 clusters Score -6062084 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -6063625.500000 Penalty: 5131.850586
	Iteration 10F: 3 clusters Score -6063626 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -6064404.000000 Penalty: 5131.850586
	Iteration 11Q: 3 clusters Score -6064404 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -6064700.500000 Penalty: 5131.850586
	Iteration 12Q: 3 clusters Score -6064700 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -6064864.500000 Penalty: 5131.850586
	Iteration 13Q: 3 clusters Score -6064864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -6064954.000000 Penalty: 5131.850586
	Iteration 14Q: 3 clusters Score -6064954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -6065009.000000 Penalty: 5131.850586
	Iteration 15Q: 3 clusters Score -6065009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -6065056.000000 Penalty: 5131.850586
	Iteration 16Q: 3 clusters Score -6065056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -6065075.000000 Penalty: 5131.850586
	Iteration 17Q: 3 clusters Score -6065075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -6065096.000000 Penalty: 5131.850586
	Iteration 18Q: 3 clusters Score -6065096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6065094.500000 Penalty: 5131.850586
	Iteration 19Q: 3 clusters Score -6065094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -6065092.000000 Penalty: 5131.850586
	Iteration 20F: 3 clusters Score -6065092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6065096.000000 Penalty: 5131.850586
	Iteration 21Q: 3 clusters Score -6065096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6065096.000000 Penalty: 5131.850586
	Iteration 22F: 3 clusters Score -6065096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -1250787.625000 Penalty: 2187.789551
	Iteration 0F: 2 clusters Score -1250788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1245229.875000 Penalty: 4375.579102
	Iteration 0F: 3 clusters Score -1245230 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1246754.125000 Penalty: 4375.579102
	Iteration 1F: 3 clusters Score -1246754 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1247051.375000 Penalty: 4375.579102
	Iteration 2F: 3 clusters Score -1247051 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1247279.875000 Penalty: 4375.579102
	Iteration 3F: 3 clusters Score -1247280 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1247460.500000 Penalty: 4375.579102
	Iteration 4Q: 3 clusters Score -1247460 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1247618.125000 Penalty: 4375.579102
	Iteration 5Q: 3 clusters Score -1247618 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1247736.750000 Penalty: 4375.579102
	Iteration 6Q: 3 clusters Score -1247737 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1247847.375000 Penalty: 4375.579102
	Iteration 7Q: 3 clusters Score -1247847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1247930.375000 Penalty: 4375.579102
	Iteration 8Q: 3 clusters Score -1247930 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1248025.875000 Penalty: 4375.579102
	Iteration 9Q: 3 clusters Score -1248026 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1248112.750000 Penalty: 4375.579102
	Iteration 10Q: 3 clusters Score -1248113 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1248199.125000 Penalty: 4375.579102
	Iteration 11Q: 3 clusters Score -1248199 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1248289.000000 Penalty: 4375.579102
	Iteration 12Q: 3 clusters Score -1248289 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1248371.125000 Penalty: 4375.579102
	Iteration 13Q: 3 clusters Score -1248371 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1248431.375000 Penalty: 4375.579102
	Iteration 14Q: 3 clusters Score -1248431 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1248472.375000 Penalty: 4375.579102
	Iteration 15Q: 3 clusters Score -1248472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1248501.125000 Penalty: 4375.579102
	Iteration 16Q: 3 clusters Score -1248501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1248523.000000 Penalty: 4375.579102
	Iteration 17Q: 3 clusters Score -1248523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1248537.750000 Penalty: 4375.579102
	Iteration 18Q: 3 clusters Score -1248538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1248550.500000 Penalty: 4375.579102
	Iteration 19Q: 3 clusters Score -1248550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1248557.125000 Penalty: 4375.579102
	Iteration 20F: 3 clusters Score -1248557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1248561.500000 Penalty: 4375.579102
	Iteration 21Q: 3 clusters Score -1248562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1248564.875000 Penalty: 4375.579102
	Iteration 22Q: 3 clusters Score -1248565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1248568.875000 Penalty: 4375.579102
	Iteration 23Q: 3 clusters Score -1248569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1248572.375000 Penalty: 4375.579102
	Iteration 24Q: 3 clusters Score -1248572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1248574.625000 Penalty: 4375.579102
	Iteration 25Q: 3 clusters Score -1248575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1248573.500000 Penalty: 4375.579102
	Iteration 26Q: 3 clusters Score -1248574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1248574.500000 Penalty: 4375.579102
	Iteration 27Q: 3 clusters Score -1248574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1248573.750000 Penalty: 4375.579102
	Iteration 28Q: 3 clusters Score -1248574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1248575.250000 Penalty: 4375.579102
	Iteration 29Q: 3 clusters Score -1248575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1248574.125000 Penalty: 4375.579102
	Iteration 30Q: 3 clusters Score -1248574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1248574.500000 Penalty: 4375.579102
	Iteration 31Q: 3 clusters Score -1248574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1248576.000000 Penalty: 4375.579102
	Iteration 32Q: 3 clusters Score -1248576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1248576.000000 Penalty: 4375.579102
	Iteration 33Q: 3 clusters Score -1248576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1248576.875000 Penalty: 4375.579102
	Iteration 34Q: 3 clusters Score -1248577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1248576.250000 Penalty: 4375.579102
	Iteration 35Q: 3 clusters Score -1248576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1248575.125000 Penalty: 4375.579102
	Iteration 36Q: 3 clusters Score -1248575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1248576.000000 Penalty: 4375.579102
	Iteration 37Q: 3 clusters Score -1248576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1248577.875000 Penalty: 4375.579102
	Iteration 38Q: 3 clusters Score -1248578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1248577.375000 Penalty: 4375.579102
	Iteration 39Q: 3 clusters Score -1248577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1248578.250000 Penalty: 4375.579102
	Iteration 40F: 3 clusters Score -1248578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1248581.750000 Penalty: 4375.579102
	Iteration 41Q: 3 clusters Score -1248582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1248580.375000 Penalty: 4375.579102
	Iteration 42Q: 3 clusters Score -1248580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1248584.250000 Penalty: 4375.579102
	Iteration 43Q: 3 clusters Score -1248584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1248585.875000 Penalty: 4375.579102
	Iteration 44Q: 3 clusters Score -1248586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1248585.250000 Penalty: 4375.579102
	Iteration 45Q: 3 clusters Score -1248585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1248584.375000 Penalty: 4375.579102
	Iteration 46Q: 3 clusters Score -1248584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1248584.250000 Penalty: 4375.579102
	Iteration 47Q: 3 clusters Score -1248584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1248584.625000 Penalty: 4375.579102
	Iteration 48Q: 3 clusters Score -1248585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1248584.125000 Penalty: 4375.579102
	Iteration 49Q: 3 clusters Score -1248584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1248587.000000 Penalty: 4375.579102
	Iteration 50Q: 3 clusters Score -1248587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1248588.250000 Penalty: 4375.579102
	Iteration 51Q: 3 clusters Score -1248588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1248588.250000 Penalty: 4375.579102
	Iteration 52F: 3 clusters Score -1248588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -22340.382812 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -22340.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21083.974609 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -21083.97 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21326.863281 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -21326.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21443.494141 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -21443.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21548.558594 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -21548.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21716.753906 Penalty: 2934.436279
	Iteration 4F: 3 clusters Score -21716.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22088.599609 Penalty: 2934.436279
	Iteration 5F: 3 clusters Score -22088.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22289.593750 Penalty: 2934.436279
	Iteration 6F: 3 clusters Score -22289.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22448.519531 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -22448.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22548.222656 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -22548.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22593.498047 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -22593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22607.699219 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -22607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22611.134766 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -22611.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22615.773438 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -22615.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22620.544922 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -22620.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22625.884766 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -22625.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22634.746094 Penalty: 2934.436279
	Iteration 15Q: 3 clusters Score -22634.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22634.746094 Penalty: 2934.436279
	Iteration 16F: 3 clusters Score -22634.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 39775 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2780 members 
Mstep: Class 12 contains 22223 members 
Mstep: Class 13 contains 35906 members 
Mstep: Class 14 contains 31147 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 16 contains 195 members 
Mstep: Class 17 contains 16229 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7247 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5355 members 
Mstep: Class 24 contains 41563 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 16286 members 
Mstep: Class 28 contains 25054 members 
Mstep: Class 29 contains 30241 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22063 members 
Mstep: Class 33 contains 13455 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2805 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18059 members 
Mstep: Class 42 contains 30192 members 
Mstep: Class 43 contains 7485 members 
Mstep: Class 44 contains 61236 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15089 members 
Mstep: Class 47 contains 2649 members 
Mstep: Class 48 contains 42372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20207 members 
Mstep: Class 52 contains 7182 members 
Mstep: Class 53 contains 3146 members 
Mstep: Class 54 contains 15249 members 
Mstep: Class 55 contains 27242 members 
Mstep: Class 56 contains 20018 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17150 members 
Mstep: Class 60 contains 30185 members 
Mstep: Class 61 contains 5258 members 
Mstep: Class 62 contains 14922 members 
Mstep: Class 63 contains 30159 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22644 members 
Mstep: Class 67 contains 33765 members 
Mstep: Class 68 contains 29764 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 30931 members 
Mstep: Class 71 contains 176 members 
Entering Unmasked Estep 
Score: -161362784.000000 Penalty: 240168.750000
Splitting cluster 16 changes total score from -161364080.000000 to -161362784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -3252090.250000 Penalty: 2404.249756
	Iteration 0F: 2 clusters Score -3252090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3240766.500000 Penalty: 4808.499512
	Iteration 0F: 3 clusters Score -3240766 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3244579.500000 Penalty: 4808.499512
	Iteration 1F: 3 clusters Score -3244580 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3244900.750000 Penalty: 4808.499512
	Iteration 2F: 3 clusters Score -3244901 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3245155.250000 Penalty: 4808.499512
	Iteration 3Q: 3 clusters Score -3245155 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3245361.250000 Penalty: 4808.499512
	Iteration 4Q: 3 clusters Score -3245361 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3245539.750000 Penalty: 4808.499512
	Iteration 5Q: 3 clusters Score -3245540 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3245682.500000 Penalty: 4808.499512
	Iteration 6Q: 3 clusters Score -3245682 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3245820.000000 Penalty: 4808.499512
	Iteration 7Q: 3 clusters Score -3245820 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3245951.500000 Penalty: 4808.499512
	Iteration 8Q: 3 clusters Score -3245952 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3246075.500000 Penalty: 4808.499512
	Iteration 9Q: 3 clusters Score -3246076 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3246189.000000 Penalty: 4808.499512
	Iteration 10Q: 3 clusters Score -3246189 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3246321.750000 Penalty: 4808.499512
	Iteration 11Q: 3 clusters Score -3246322 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3246504.500000 Penalty: 4808.499512
	Iteration 12Q: 3 clusters Score -3246504 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3246706.500000 Penalty: 4808.499512
	Iteration 13Q: 3 clusters Score -3246706 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3246939.250000 Penalty: 4808.499512
	Iteration 14Q: 3 clusters Score -3246939 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3247180.750000 Penalty: 4808.499512
	Iteration 15Q: 3 clusters Score -3247181 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3247489.000000 Penalty: 4808.499512
	Iteration 16Q: 3 clusters Score -3247489 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3247749.750000 Penalty: 4808.499512
	Iteration 17Q: 3 clusters Score -3247750 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3247976.750000 Penalty: 4808.499512
	Iteration 18Q: 3 clusters Score -3247977 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3248117.750000 Penalty: 4808.499512
	Iteration 19Q: 3 clusters Score -3248118 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3248189.250000 Penalty: 4808.499512
	Iteration 20F: 3 clusters Score -3248189 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3248234.000000 Penalty: 4808.499512
	Iteration 21Q: 3 clusters Score -3248234 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3248264.750000 Penalty: 4808.499512
	Iteration 22Q: 3 clusters Score -3248265 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3248288.000000 Penalty: 4808.499512
	Iteration 23Q: 3 clusters Score -3248288 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3248301.500000 Penalty: 4808.499512
	Iteration 24Q: 3 clusters Score -3248302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3248317.000000 Penalty: 4808.499512
	Iteration 25Q: 3 clusters Score -3248317 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3248328.500000 Penalty: 4808.499512
	Iteration 26Q: 3 clusters Score -3248328 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3248349.000000 Penalty: 4808.499512
	Iteration 27Q: 3 clusters Score -3248349 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3248351.250000 Penalty: 4808.499512
	Iteration 28Q: 3 clusters Score -3248351 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3248375.250000 Penalty: 4808.499512
	Iteration 29Q: 3 clusters Score -3248375 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3248403.500000 Penalty: 4808.499512
	Iteration 30Q: 3 clusters Score -3248404 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3248423.750000 Penalty: 4808.499512
	Iteration 31Q: 3 clusters Score -3248424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3248442.750000 Penalty: 4808.499512
	Iteration 32Q: 3 clusters Score -3248443 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3248463.750000 Penalty: 4808.499512
	Iteration 33Q: 3 clusters Score -3248464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3248487.250000 Penalty: 4808.499512
	Iteration 34Q: 3 clusters Score -3248487 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3248514.750000 Penalty: 4808.499512
	Iteration 35Q: 3 clusters Score -3248515 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3248545.750000 Penalty: 4808.499512
	Iteration 36Q: 3 clusters Score -3248546 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3248555.750000 Penalty: 4808.499512
	Iteration 37Q: 3 clusters Score -3248556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3248598.000000 Penalty: 4808.499512
	Iteration 38Q: 3 clusters Score -3248598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3248626.500000 Penalty: 4808.499512
	Iteration 39Q: 3 clusters Score -3248626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3248650.250000 Penalty: 4808.499512
	Iteration 40F: 3 clusters Score -3248650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3248682.500000 Penalty: 4808.499512
	Iteration 41Q: 3 clusters Score -3248682 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3248721.750000 Penalty: 4808.499512
	Iteration 42Q: 3 clusters Score -3248722 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3248756.000000 Penalty: 4808.499512
	Iteration 43Q: 3 clusters Score -3248756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3248776.750000 Penalty: 4808.499512
	Iteration 44Q: 3 clusters Score -3248777 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3248827.000000 Penalty: 4808.499512
	Iteration 45Q: 3 clusters Score -3248827 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3248846.750000 Penalty: 4808.499512
	Iteration 46Q: 3 clusters Score -3248847 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3248881.000000 Penalty: 4808.499512
	Iteration 47Q: 3 clusters Score -3248881 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3248904.750000 Penalty: 4808.499512
	Iteration 48Q: 3 clusters Score -3248905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3248932.500000 Penalty: 4808.499512
	Iteration 49Q: 3 clusters Score -3248932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3248976.000000 Penalty: 4808.499512
	Iteration 50Q: 3 clusters Score -3248976 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3249003.250000 Penalty: 4808.499512
	Iteration 51Q: 3 clusters Score -3249003 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3249032.750000 Penalty: 4808.499512
	Iteration 52Q: 3 clusters Score -3249033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3249066.750000 Penalty: 4808.499512
	Iteration 53Q: 3 clusters Score -3249067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3249114.250000 Penalty: 4808.499512
	Iteration 54Q: 3 clusters Score -3249114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3249156.250000 Penalty: 4808.499512
	Iteration 55Q: 3 clusters Score -3249156 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3249196.250000 Penalty: 4808.499512
	Iteration 56Q: 3 clusters Score -3249196 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3249253.000000 Penalty: 4808.499512
	Iteration 57Q: 3 clusters Score -3249253 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3249306.750000 Penalty: 4808.499512
	Iteration 58Q: 3 clusters Score -3249307 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3249350.750000 Penalty: 4808.499512
	Iteration 59Q: 3 clusters Score -3249351 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3249381.750000 Penalty: 4808.499512
	Iteration 60F: 3 clusters Score -3249382 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3249423.500000 Penalty: 4808.499512
	Iteration 61Q: 3 clusters Score -3249424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3249484.750000 Penalty: 4808.499512
	Iteration 62Q: 3 clusters Score -3249485 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3249513.750000 Penalty: 4808.499512
	Iteration 63Q: 3 clusters Score -3249514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3249563.750000 Penalty: 4808.499512
	Iteration 64Q: 3 clusters Score -3249564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3249605.000000 Penalty: 4808.499512
	Iteration 65Q: 3 clusters Score -3249605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3249635.750000 Penalty: 4808.499512
	Iteration 66Q: 3 clusters Score -3249636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3249677.750000 Penalty: 4808.499512
	Iteration 67Q: 3 clusters Score -3249678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3249712.000000 Penalty: 4808.499512
	Iteration 68Q: 3 clusters Score -3249712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3249749.000000 Penalty: 4808.499512
	Iteration 69Q: 3 clusters Score -3249749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3249772.500000 Penalty: 4808.499512
	Iteration 70Q: 3 clusters Score -3249772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3249797.500000 Penalty: 4808.499512
	Iteration 71Q: 3 clusters Score -3249798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3249821.750000 Penalty: 4808.499512
	Iteration 72Q: 3 clusters Score -3249822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3249852.500000 Penalty: 4808.499512
	Iteration 73Q: 3 clusters Score -3249852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3249880.750000 Penalty: 4808.499512
	Iteration 74Q: 3 clusters Score -3249881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3249897.750000 Penalty: 4808.499512
	Iteration 75Q: 3 clusters Score -3249898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3249909.750000 Penalty: 4808.499512
	Iteration 76Q: 3 clusters Score -3249910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3249945.750000 Penalty: 4808.499512
	Iteration 77Q: 3 clusters Score -3249946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3249959.250000 Penalty: 4808.499512
	Iteration 78Q: 3 clusters Score -3249959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3249975.750000 Penalty: 4808.499512
	Iteration 79Q: 3 clusters Score -3249976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3249988.750000 Penalty: 4808.499512
	Iteration 80F: 3 clusters Score -3249989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3250006.250000 Penalty: 4808.499512
	Iteration 81Q: 3 clusters Score -3250006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3250011.750000 Penalty: 4808.499512
	Iteration 82Q: 3 clusters Score -3250012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3250017.000000 Penalty: 4808.499512
	Iteration 83Q: 3 clusters Score -3250017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3250029.000000 Penalty: 4808.499512
	Iteration 84Q: 3 clusters Score -3250029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3250039.500000 Penalty: 4808.499512
	Iteration 85Q: 3 clusters Score -3250040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3250045.000000 Penalty: 4808.499512
	Iteration 86Q: 3 clusters Score -3250045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3250052.250000 Penalty: 4808.499512
	Iteration 87Q: 3 clusters Score -3250052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3250055.250000 Penalty: 4808.499512
	Iteration 88Q: 3 clusters Score -3250055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3250060.750000 Penalty: 4808.499512
	Iteration 89Q: 3 clusters Score -3250061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3250062.500000 Penalty: 4808.499512
	Iteration 90Q: 3 clusters Score -3250062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3250065.000000 Penalty: 4808.499512
	Iteration 91Q: 3 clusters Score -3250065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3250064.000000 Penalty: 4808.499512
	Iteration 92Q: 3 clusters Score -3250064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3250071.000000 Penalty: 4808.499512
	Iteration 93Q: 3 clusters Score -3250071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3250078.000000 Penalty: 4808.499512
	Iteration 94Q: 3 clusters Score -3250078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3250082.750000 Penalty: 4808.499512
	Iteration 95Q: 3 clusters Score -3250083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3250087.000000 Penalty: 4808.499512
	Iteration 96Q: 3 clusters Score -3250087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3250085.750000 Penalty: 4808.499512
	Iteration 97Q: 3 clusters Score -3250086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3250083.250000 Penalty: 4808.499512
	Iteration 98Q: 3 clusters Score -3250083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3250083.250000 Penalty: 4808.499512
	Iteration 99F: 3 clusters Score -3250083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -154182.328125 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -154182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -152365.281250 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -152365.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -152624.843750 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -152624.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152698.328125 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -152698.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -152735.250000 Penalty: 3355.459229
	Iteration 3Q: 3 clusters Score -152735.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152760.984375 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -152761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -152771.078125 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -152771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -152780.046875 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -152780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152791.609375 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -152791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -152799.468750 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -152799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -152806.484375 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -152806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -152810.734375 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -152810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -152810.734375 Penalty: 3355.459229
	Iteration 11F: 3 clusters Score -152810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -1455358.500000 Penalty: 2204.309082
	Iteration 0F: 2 clusters Score -1455358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1449357.750000 Penalty: 4408.618164
	Iteration 0F: 3 clusters Score -1449358 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1450903.875000 Penalty: 4408.618164
	Iteration 1F: 3 clusters Score -1450904 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1451132.250000 Penalty: 4408.618164
	Iteration 2F: 3 clusters Score -1451132 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1451291.500000 Penalty: 4408.618164
	Iteration 3Q: 3 clusters Score -1451292 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1451406.250000 Penalty: 4408.618164
	Iteration 4Q: 3 clusters Score -1451406 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1451478.500000 Penalty: 4408.618164
	Iteration 5Q: 3 clusters Score -1451478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1451531.125000 Penalty: 4408.618164
	Iteration 6Q: 3 clusters Score -1451531 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1451583.375000 Penalty: 4408.618164
	Iteration 7Q: 3 clusters Score -1451583 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1451624.500000 Penalty: 4408.618164
	Iteration 8Q: 3 clusters Score -1451624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1451656.125000 Penalty: 4408.618164
	Iteration 9Q: 3 clusters Score -1451656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1451685.500000 Penalty: 4408.618164
	Iteration 10Q: 3 clusters Score -1451686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1451703.000000 Penalty: 4408.618164
	Iteration 11Q: 3 clusters Score -1451703 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1451728.250000 Penalty: 4408.618164
	Iteration 12Q: 3 clusters Score -1451728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1451751.500000 Penalty: 4408.618164
	Iteration 13Q: 3 clusters Score -1451752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1451769.000000 Penalty: 4408.618164
	Iteration 14Q: 3 clusters Score -1451769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1451786.750000 Penalty: 4408.618164
	Iteration 15Q: 3 clusters Score -1451787 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1451809.375000 Penalty: 4408.618164
	Iteration 16Q: 3 clusters Score -1451809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1451822.375000 Penalty: 4408.618164
	Iteration 17Q: 3 clusters Score -1451822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1451837.375000 Penalty: 4408.618164
	Iteration 18Q: 3 clusters Score -1451837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1451848.750000 Penalty: 4408.618164
	Iteration 19Q: 3 clusters Score -1451849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1451860.125000 Penalty: 4408.618164
	Iteration 20F: 3 clusters Score -1451860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1451874.750000 Penalty: 4408.618164
	Iteration 21Q: 3 clusters Score -1451875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1451880.250000 Penalty: 4408.618164
	Iteration 22Q: 3 clusters Score -1451880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1451889.875000 Penalty: 4408.618164
	Iteration 23Q: 3 clusters Score -1451890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1451899.875000 Penalty: 4408.618164
	Iteration 24Q: 3 clusters Score -1451900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1451908.750000 Penalty: 4408.618164
	Iteration 25Q: 3 clusters Score -1451909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1451916.625000 Penalty: 4408.618164
	Iteration 26Q: 3 clusters Score -1451917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1451922.250000 Penalty: 4408.618164
	Iteration 27Q: 3 clusters Score -1451922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1451934.000000 Penalty: 4408.618164
	Iteration 28Q: 3 clusters Score -1451934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1451942.500000 Penalty: 4408.618164
	Iteration 29Q: 3 clusters Score -1451942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1451952.000000 Penalty: 4408.618164
	Iteration 30Q: 3 clusters Score -1451952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1451961.125000 Penalty: 4408.618164
	Iteration 31Q: 3 clusters Score -1451961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1451968.625000 Penalty: 4408.618164
	Iteration 32Q: 3 clusters Score -1451969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1451972.500000 Penalty: 4408.618164
	Iteration 33Q: 3 clusters Score -1451972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1451982.375000 Penalty: 4408.618164
	Iteration 34Q: 3 clusters Score -1451982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1451998.250000 Penalty: 4408.618164
	Iteration 35Q: 3 clusters Score -1451998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1452011.000000 Penalty: 4408.618164
	Iteration 36Q: 3 clusters Score -1452011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1452027.250000 Penalty: 4408.618164
	Iteration 37Q: 3 clusters Score -1452027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1452044.625000 Penalty: 4408.618164
	Iteration 38Q: 3 clusters Score -1452045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1452059.750000 Penalty: 4408.618164
	Iteration 39Q: 3 clusters Score -1452060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1452066.000000 Penalty: 4408.618164
	Iteration 40F: 3 clusters Score -1452066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1452080.875000 Penalty: 4408.618164
	Iteration 41Q: 3 clusters Score -1452081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1452093.750000 Penalty: 4408.618164
	Iteration 42Q: 3 clusters Score -1452094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1452105.500000 Penalty: 4408.618164
	Iteration 43Q: 3 clusters Score -1452106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1452118.000000 Penalty: 4408.618164
	Iteration 44Q: 3 clusters Score -1452118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1452137.125000 Penalty: 4408.618164
	Iteration 45Q: 3 clusters Score -1452137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1452153.250000 Penalty: 4408.618164
	Iteration 46Q: 3 clusters Score -1452153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1452172.875000 Penalty: 4408.618164
	Iteration 47Q: 3 clusters Score -1452173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1452194.875000 Penalty: 4408.618164
	Iteration 48Q: 3 clusters Score -1452195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1452216.750000 Penalty: 4408.618164
	Iteration 49Q: 3 clusters Score -1452217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1452235.750000 Penalty: 4408.618164
	Iteration 50Q: 3 clusters Score -1452236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1452261.125000 Penalty: 4408.618164
	Iteration 51Q: 3 clusters Score -1452261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1452279.250000 Penalty: 4408.618164
	Iteration 52Q: 3 clusters Score -1452279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1452306.250000 Penalty: 4408.618164
	Iteration 53Q: 3 clusters Score -1452306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1452340.375000 Penalty: 4408.618164
	Iteration 54Q: 3 clusters Score -1452340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1452383.250000 Penalty: 4408.618164
	Iteration 55Q: 3 clusters Score -1452383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1452438.375000 Penalty: 4408.618164
	Iteration 56Q: 3 clusters Score -1452438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1452495.125000 Penalty: 4408.618164
	Iteration 57Q: 3 clusters Score -1452495 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1452537.500000 Penalty: 4408.618164
	Iteration 58Q: 3 clusters Score -1452538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1452584.500000 Penalty: 4408.618164
	Iteration 59Q: 3 clusters Score -1452584 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1452647.625000 Penalty: 4408.618164
	Iteration 60F: 3 clusters Score -1452648 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1452712.000000 Penalty: 4408.618164
	Iteration 61Q: 3 clusters Score -1452712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1452779.875000 Penalty: 4408.618164
	Iteration 62Q: 3 clusters Score -1452780 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1452858.875000 Penalty: 4408.618164
	Iteration 63Q: 3 clusters Score -1452859 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1452937.625000 Penalty: 4408.618164
	Iteration 64Q: 3 clusters Score -1452938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1453019.625000 Penalty: 4408.618164
	Iteration 65Q: 3 clusters Score -1453020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1453081.000000 Penalty: 4408.618164
	Iteration 66Q: 3 clusters Score -1453081 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1453137.125000 Penalty: 4408.618164
	Iteration 67Q: 3 clusters Score -1453137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1453180.750000 Penalty: 4408.618164
	Iteration 68Q: 3 clusters Score -1453181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1453221.750000 Penalty: 4408.618164
	Iteration 69Q: 3 clusters Score -1453222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1453256.875000 Penalty: 4408.618164
	Iteration 70Q: 3 clusters Score -1453257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1453288.750000 Penalty: 4408.618164
	Iteration 71Q: 3 clusters Score -1453289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1453311.375000 Penalty: 4408.618164
	Iteration 72Q: 3 clusters Score -1453311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1453339.375000 Penalty: 4408.618164
	Iteration 73Q: 3 clusters Score -1453339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1453356.000000 Penalty: 4408.618164
	Iteration 74Q: 3 clusters Score -1453356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1453375.125000 Penalty: 4408.618164
	Iteration 75Q: 3 clusters Score -1453375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1453380.125000 Penalty: 4408.618164
	Iteration 76Q: 3 clusters Score -1453380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1453384.000000 Penalty: 4408.618164
	Iteration 77Q: 3 clusters Score -1453384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1453390.000000 Penalty: 4408.618164
	Iteration 78Q: 3 clusters Score -1453390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1453392.500000 Penalty: 4408.618164
	Iteration 79Q: 3 clusters Score -1453392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1453394.500000 Penalty: 4408.618164
	Iteration 80F: 3 clusters Score -1453394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1453400.000000 Penalty: 4408.618164
	Iteration 81Q: 3 clusters Score -1453400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1453404.000000 Penalty: 4408.618164
	Iteration 82Q: 3 clusters Score -1453404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1453405.500000 Penalty: 4408.618164
	Iteration 83Q: 3 clusters Score -1453406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1453409.000000 Penalty: 4408.618164
	Iteration 84Q: 3 clusters Score -1453409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1453409.875000 Penalty: 4408.618164
	Iteration 85Q: 3 clusters Score -1453410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1453409.625000 Penalty: 4408.618164
	Iteration 86Q: 3 clusters Score -1453410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1453412.500000 Penalty: 4408.618164
	Iteration 87Q: 3 clusters Score -1453412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1453413.375000 Penalty: 4408.618164
	Iteration 88Q: 3 clusters Score -1453413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1453417.750000 Penalty: 4408.618164
	Iteration 89Q: 3 clusters Score -1453418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1453420.875000 Penalty: 4408.618164
	Iteration 90Q: 3 clusters Score -1453421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1453419.875000 Penalty: 4408.618164
	Iteration 91Q: 3 clusters Score -1453420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1453424.375000 Penalty: 4408.618164
	Iteration 92Q: 3 clusters Score -1453424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1453423.875000 Penalty: 4408.618164
	Iteration 93Q: 3 clusters Score -1453424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1453423.875000 Penalty: 4408.618164
	Iteration 94F: 3 clusters Score -1453424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67288.984375 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -67288.98 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 184 members 
Entering Unmasked Estep 
Score: -65864.093750 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -65864.09 nChanged 70
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: -66031.859375 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -66031.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66081.617188 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -66081.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66117.273438 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -66117.27 nChanged 6
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: -66145.054688 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -66145.05 nChanged 4
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: -66150.898438 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -66150.9 nChanged 0
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: -66150.898438 Penalty: 2957.935303
	Iteration 6F: 3 clusters Score -66150.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -265044.625000 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -265044.6 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 756 members 
Entering Unmasked Estep 
Score: -262837.843750 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -262837.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -263340.812500 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -263340.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -263533.125000 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -263533.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -263719.250000 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -263719.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -263847.093750 Penalty: 3633.600586
	Iteration 4F: 3 clusters Score -263847.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -263941.625000 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -263941.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -264023.625000 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -264023.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -264088.375000 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -264088.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -264144.906250 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -264144.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -264209.031250 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -264209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -264249.218750 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -264249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -264287.343750 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -264287.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -264316.687500 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -264316.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -264346.750000 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -264346.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -264382.718750 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -264382.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -264415.000000 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -264415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -264441.125000 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -264441.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -264463.031250 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -264463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264479.000000 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -264479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264495.312500 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -264495.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264520.437500 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -264520.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -264554.875000 Penalty: 3633.600586
	Iteration 21Q: 3 clusters Score -264554.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -264591.437500 Penalty: 3633.600586
	Iteration 22Q: 3 clusters Score -264591.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264615.812500 Penalty: 3633.600586
	Iteration 23Q: 3 clusters Score -264615.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -264652.750000 Penalty: 3633.600586
	Iteration 24Q: 3 clusters Score -264652.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -264712.000000 Penalty: 3633.600586
	Iteration 25Q: 3 clusters Score -264712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -264784.562500 Penalty: 3633.600586
	Iteration 26Q: 3 clusters Score -264784.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -264850.625000 Penalty: 3633.600586
	Iteration 27Q: 3 clusters Score -264850.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264894.500000 Penalty: 3633.600586
	Iteration 28Q: 3 clusters Score -264894.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -264908.750000 Penalty: 3633.600586
	Iteration 29Q: 3 clusters Score -264908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264912.093750 Penalty: 3633.600586
	Iteration 30Q: 3 clusters Score -264912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264914.468750 Penalty: 3633.600586
	Iteration 31Q: 3 clusters Score -264914.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -264918.562500 Penalty: 3633.600586
	Iteration 32Q: 3 clusters Score -264918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -264919.843750 Penalty: 3633.600586
	Iteration 33Q: 3 clusters Score -264919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264920.468750 Penalty: 3633.600586
	Iteration 34Q: 3 clusters Score -264920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264920.468750 Penalty: 3633.600586
	Iteration 35F: 3 clusters Score -264920.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78447.187500 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78447.19 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78831.828125 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78831.83 nChanged 51
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: -79118.578125 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -79118.58 nChanged 36
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: -79258.679688 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -79258.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79321.140625 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -79321.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79334.015625 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -79334.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79351.078125 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -79351.08 nChanged 2
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: -79369.906250 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -79369.91 nChanged 0
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: -79369.906250 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -79369.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Entering Unmasked Estep 
Score: -1011288.250000 Penalty: 2129.274902
	Iteration 0F: 2 clusters Score -1011288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1006606.625000 Penalty: 4258.549805
	Iteration 0F: 3 clusters Score -1006607 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1007679.625000 Penalty: 4258.549805
	Iteration 1F: 3 clusters Score -1007680 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1007878.125000 Penalty: 4258.549805
	Iteration 2F: 3 clusters Score -1007878 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1008026.750000 Penalty: 4258.549805
	Iteration 3F: 3 clusters Score -1008027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1008109.250000 Penalty: 4258.549805
	Iteration 4Q: 3 clusters Score -1008109 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1008185.125000 Penalty: 4258.549805
	Iteration 5Q: 3 clusters Score -1008185 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1008241.937500 Penalty: 4258.549805
	Iteration 6Q: 3 clusters Score -1008242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1008289.687500 Penalty: 4258.549805
	Iteration 7Q: 3 clusters Score -1008290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1008334.437500 Penalty: 4258.549805
	Iteration 8Q: 3 clusters Score -1008334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1008361.375000 Penalty: 4258.549805
	Iteration 9Q: 3 clusters Score -1008361 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1008383.687500 Penalty: 4258.549805
	Iteration 10Q: 3 clusters Score -1008384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1008410.875000 Penalty: 4258.549805
	Iteration 11Q: 3 clusters Score -1008411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1008433.500000 Penalty: 4258.549805
	Iteration 12Q: 3 clusters Score -1008434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1008454.750000 Penalty: 4258.549805
	Iteration 13Q: 3 clusters Score -1008455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1008466.687500 Penalty: 4258.549805
	Iteration 14Q: 3 clusters Score -1008467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1008484.250000 Penalty: 4258.549805
	Iteration 15Q: 3 clusters Score -1008484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1008501.000000 Penalty: 4258.549805
	Iteration 16Q: 3 clusters Score -1008501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1008514.687500 Penalty: 4258.549805
	Iteration 17Q: 3 clusters Score -1008515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1008531.500000 Penalty: 4258.549805
	Iteration 18Q: 3 clusters Score -1008532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1008546.125000 Penalty: 4258.549805
	Iteration 19Q: 3 clusters Score -1008546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1008558.312500 Penalty: 4258.549805
	Iteration 20F: 3 clusters Score -1008558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1008566.812500 Penalty: 4258.549805
	Iteration 21Q: 3 clusters Score -1008567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1008575.125000 Penalty: 4258.549805
	Iteration 22Q: 3 clusters Score -1008575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1008585.437500 Penalty: 4258.549805
	Iteration 23Q: 3 clusters Score -1008585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1008597.000000 Penalty: 4258.549805
	Iteration 24Q: 3 clusters Score -1008597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1008610.312500 Penalty: 4258.549805
	Iteration 25Q: 3 clusters Score -1008610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1008617.875000 Penalty: 4258.549805
	Iteration 26Q: 3 clusters Score -1008618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1008628.562500 Penalty: 4258.549805
	Iteration 27Q: 3 clusters Score -1008629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1008636.312500 Penalty: 4258.549805
	Iteration 28Q: 3 clusters Score -1008636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1008642.875000 Penalty: 4258.549805
	Iteration 29Q: 3 clusters Score -1008643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1008654.750000 Penalty: 4258.549805
	Iteration 30Q: 3 clusters Score -1008655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1008669.187500 Penalty: 4258.549805
	Iteration 31Q: 3 clusters Score -1008669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1008678.187500 Penalty: 4258.549805
	Iteration 32Q: 3 clusters Score -1008678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1008691.250000 Penalty: 4258.549805
	Iteration 33Q: 3 clusters Score -1008691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1008705.812500 Penalty: 4258.549805
	Iteration 34Q: 3 clusters Score -1008706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1008719.812500 Penalty: 4258.549805
	Iteration 35Q: 3 clusters Score -1008720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1008734.125000 Penalty: 4258.549805
	Iteration 36Q: 3 clusters Score -1008734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1008748.375000 Penalty: 4258.549805
	Iteration 37Q: 3 clusters Score -1008748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1008764.562500 Penalty: 4258.549805
	Iteration 38Q: 3 clusters Score -1008765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1008781.000000 Penalty: 4258.549805
	Iteration 39Q: 3 clusters Score -1008781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1008804.937500 Penalty: 4258.549805
	Iteration 40F: 3 clusters Score -1008805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1008828.312500 Penalty: 4258.549805
	Iteration 41Q: 3 clusters Score -1008828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1008850.375000 Penalty: 4258.549805
	Iteration 42Q: 3 clusters Score -1008850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1008868.062500 Penalty: 4258.549805
	Iteration 43Q: 3 clusters Score -1008868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1008880.500000 Penalty: 4258.549805
	Iteration 44Q: 3 clusters Score -1008880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1008892.437500 Penalty: 4258.549805
	Iteration 45Q: 3 clusters Score -1008892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1008902.125000 Penalty: 4258.549805
	Iteration 46Q: 3 clusters Score -1008902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1008912.250000 Penalty: 4258.549805
	Iteration 47Q: 3 clusters Score -1008912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1008921.312500 Penalty: 4258.549805
	Iteration 48Q: 3 clusters Score -1008921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1008932.937500 Penalty: 4258.549805
	Iteration 49Q: 3 clusters Score -1008933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1008942.437500 Penalty: 4258.549805
	Iteration 50Q: 3 clusters Score -1008942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1008946.625000 Penalty: 4258.549805
	Iteration 51Q: 3 clusters Score -1008947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1008948.562500 Penalty: 4258.549805
	Iteration 52Q: 3 clusters Score -1008949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1008957.437500 Penalty: 4258.549805
	Iteration 53Q: 3 clusters Score -1008957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1008960.562500 Penalty: 4258.549805
	Iteration 54Q: 3 clusters Score -1008961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1008964.750000 Penalty: 4258.549805
	Iteration 55Q: 3 clusters Score -1008965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1008968.187500 Penalty: 4258.549805
	Iteration 56Q: 3 clusters Score -1008968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1008971.187500 Penalty: 4258.549805
	Iteration 57Q: 3 clusters Score -1008971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1008973.312500 Penalty: 4258.549805
	Iteration 58Q: 3 clusters Score -1008973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1008977.812500 Penalty: 4258.549805
	Iteration 59Q: 3 clusters Score -1008978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1008981.937500 Penalty: 4258.549805
	Iteration 60F: 3 clusters Score -1008982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1008984.812500 Penalty: 4258.549805
	Iteration 61Q: 3 clusters Score -1008985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1008985.687500 Penalty: 4258.549805
	Iteration 62Q: 3 clusters Score -1008986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1008991.187500 Penalty: 4258.549805
	Iteration 63Q: 3 clusters Score -1008991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1008996.250000 Penalty: 4258.549805
	Iteration 64Q: 3 clusters Score -1008996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1009001.250000 Penalty: 4258.549805
	Iteration 65Q: 3 clusters Score -1009001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1009000.625000 Penalty: 4258.549805
	Iteration 66Q: 3 clusters Score -1009001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1009006.937500 Penalty: 4258.549805
	Iteration 67Q: 3 clusters Score -1009007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1009013.062500 Penalty: 4258.549805
	Iteration 68Q: 3 clusters Score -1009013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1009016.375000 Penalty: 4258.549805
	Iteration 69Q: 3 clusters Score -1009016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1009018.562500 Penalty: 4258.549805
	Iteration 70Q: 3 clusters Score -1009019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1009023.062500 Penalty: 4258.549805
	Iteration 71Q: 3 clusters Score -1009023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1009024.562500 Penalty: 4258.549805
	Iteration 72Q: 3 clusters Score -1009025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1009030.437500 Penalty: 4258.549805
	Iteration 73Q: 3 clusters Score -1009030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1009029.875000 Penalty: 4258.549805
	Iteration 74Q: 3 clusters Score -1009030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1009034.750000 Penalty: 4258.549805
	Iteration 75Q: 3 clusters Score -1009035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1009035.875000 Penalty: 4258.549805
	Iteration 76Q: 3 clusters Score -1009036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1009039.937500 Penalty: 4258.549805
	Iteration 77Q: 3 clusters Score -1009040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1009041.937500 Penalty: 4258.549805
	Iteration 78Q: 3 clusters Score -1009042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1009047.000000 Penalty: 4258.549805
	Iteration 79Q: 3 clusters Score -1009047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1009050.312500 Penalty: 4258.549805
	Iteration 80F: 3 clusters Score -1009050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1009053.812500 Penalty: 4258.549805
	Iteration 81Q: 3 clusters Score -1009054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1009056.875000 Penalty: 4258.549805
	Iteration 82Q: 3 clusters Score -1009057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1009059.750000 Penalty: 4258.549805
	Iteration 83Q: 3 clusters Score -1009060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1009066.937500 Penalty: 4258.549805
	Iteration 84Q: 3 clusters Score -1009067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1009070.500000 Penalty: 4258.549805
	Iteration 85Q: 3 clusters Score -1009070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1009078.562500 Penalty: 4258.549805
	Iteration 86Q: 3 clusters Score -1009079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1009091.000000 Penalty: 4258.549805
	Iteration 87Q: 3 clusters Score -1009091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1009103.687500 Penalty: 4258.549805
	Iteration 88Q: 3 clusters Score -1009104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1009113.625000 Penalty: 4258.549805
	Iteration 89Q: 3 clusters Score -1009114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1009123.812500 Penalty: 4258.549805
	Iteration 90Q: 3 clusters Score -1009124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1009134.375000 Penalty: 4258.549805
	Iteration 91Q: 3 clusters Score -1009134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1009142.625000 Penalty: 4258.549805
	Iteration 92Q: 3 clusters Score -1009143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1009150.187500 Penalty: 4258.549805
	Iteration 93Q: 3 clusters Score -1009150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1009161.062500 Penalty: 4258.549805
	Iteration 94Q: 3 clusters Score -1009161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1009177.687500 Penalty: 4258.549805
	Iteration 95Q: 3 clusters Score -1009178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1009190.562500 Penalty: 4258.549805
	Iteration 96Q: 3 clusters Score -1009191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1009201.812500 Penalty: 4258.549805
	Iteration 97Q: 3 clusters Score -1009202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1009218.312500 Penalty: 4258.549805
	Iteration 98Q: 3 clusters Score -1009218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1009230.187500 Penalty: 4258.549805
	Iteration 99Q: 3 clusters Score -1009230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1009237.750000 Penalty: 4258.549805
	Iteration 100F: 3 clusters Score -1009238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1009249.250000 Penalty: 4258.549805
	Iteration 101Q: 3 clusters Score -1009249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1009264.000000 Penalty: 4258.549805
	Iteration 102Q: 3 clusters Score -1009264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1009276.750000 Penalty: 4258.549805
	Iteration 103Q: 3 clusters Score -1009277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1009287.187500 Penalty: 4258.549805
	Iteration 104Q: 3 clusters Score -1009287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1009297.312500 Penalty: 4258.549805
	Iteration 105Q: 3 clusters Score -1009297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1009303.875000 Penalty: 4258.549805
	Iteration 106Q: 3 clusters Score -1009304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1009310.125000 Penalty: 4258.549805
	Iteration 107Q: 3 clusters Score -1009310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1009311.812500 Penalty: 4258.549805
	Iteration 108Q: 3 clusters Score -1009312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1009322.187500 Penalty: 4258.549805
	Iteration 109Q: 3 clusters Score -1009322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1009326.500000 Penalty: 4258.549805
	Iteration 110Q: 3 clusters Score -1009326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1009330.750000 Penalty: 4258.549805
	Iteration 111Q: 3 clusters Score -1009331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1009336.000000 Penalty: 4258.549805
	Iteration 112Q: 3 clusters Score -1009336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1009340.250000 Penalty: 4258.549805
	Iteration 113Q: 3 clusters Score -1009340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1009345.562500 Penalty: 4258.549805
	Iteration 114Q: 3 clusters Score -1009346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1009349.437500 Penalty: 4258.549805
	Iteration 115Q: 3 clusters Score -1009349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1009352.375000 Penalty: 4258.549805
	Iteration 116Q: 3 clusters Score -1009352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1009353.687500 Penalty: 4258.549805
	Iteration 117Q: 3 clusters Score -1009354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1009357.875000 Penalty: 4258.549805
	Iteration 118Q: 3 clusters Score -1009358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1009358.875000 Penalty: 4258.549805
	Iteration 119Q: 3 clusters Score -1009359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1009361.312500 Penalty: 4258.549805
	Iteration 120F: 3 clusters Score -1009361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1009363.187500 Penalty: 4258.549805
	Iteration 121Q: 3 clusters Score -1009363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1009363.875000 Penalty: 4258.549805
	Iteration 122Q: 3 clusters Score -1009364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1009364.500000 Penalty: 4258.549805
	Iteration 123Q: 3 clusters Score -1009364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1009368.000000 Penalty: 4258.549805
	Iteration 124Q: 3 clusters Score -1009368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1009367.125000 Penalty: 4258.549805
	Iteration 125Q: 3 clusters Score -1009367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1009369.125000 Penalty: 4258.549805
	Iteration 126Q: 3 clusters Score -1009369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1009370.812500 Penalty: 4258.549805
	Iteration 127Q: 3 clusters Score -1009371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1009373.062500 Penalty: 4258.549805
	Iteration 128Q: 3 clusters Score -1009373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1009374.562500 Penalty: 4258.549805
	Iteration 129Q: 3 clusters Score -1009375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1009375.937500 Penalty: 4258.549805
	Iteration 130Q: 3 clusters Score -1009376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1009375.937500 Penalty: 4258.549805
	Iteration 131F: 3 clusters Score -1009376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Entering Unmasked Estep 
Score: -7936237.500000 Penalty: 2637.471436
	Iteration 0F: 2 clusters Score -7936238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -7909747.000000 Penalty: 5274.942871
	Iteration 0F: 3 clusters Score -7909747 nChanged 18897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -7919987.000000 Penalty: 5274.942871
	Iteration 1F: 3 clusters Score -7919987 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -7920394.500000 Penalty: 5274.942871
	Iteration 2Q: 3 clusters Score -7920394 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -7920807.500000 Penalty: 5274.942871
	Iteration 3Q: 3 clusters Score -7920808 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -7921257.000000 Penalty: 5274.942871
	Iteration 4Q: 3 clusters Score -7921257 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -7921835.500000 Penalty: 5274.942871
	Iteration 5Q: 3 clusters Score -7921836 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -7922521.000000 Penalty: 5274.942871
	Iteration 6Q: 3 clusters Score -7922521 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -7923583.000000 Penalty: 5274.942871
	Iteration 7Q: 3 clusters Score -7923583 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -7925177.500000 Penalty: 5274.942871
	Iteration 8F: 3 clusters Score -7925178 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -7927198.500000 Penalty: 5274.942871
	Iteration 9F: 3 clusters Score -7927198 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -7929323.500000 Penalty: 5274.942871
	Iteration 10F: 3 clusters Score -7929324 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7931059.500000 Penalty: 5274.942871
	Iteration 11F: 3 clusters Score -7931060 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7932224.500000 Penalty: 5274.942871
	Iteration 12Q: 3 clusters Score -7932224 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7932972.000000 Penalty: 5274.942871
	Iteration 13Q: 3 clusters Score -7932972 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7933384.500000 Penalty: 5274.942871
	Iteration 14Q: 3 clusters Score -7933384 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7933603.000000 Penalty: 5274.942871
	Iteration 15Q: 3 clusters Score -7933603 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7933724.000000 Penalty: 5274.942871
	Iteration 16Q: 3 clusters Score -7933724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7933817.500000 Penalty: 5274.942871
	Iteration 17Q: 3 clusters Score -7933818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7933876.500000 Penalty: 5274.942871
	Iteration 18Q: 3 clusters Score -7933876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7933920.500000 Penalty: 5274.942871
	Iteration 19Q: 3 clusters Score -7933920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7933949.000000 Penalty: 5274.942871
	Iteration 20F: 3 clusters Score -7933949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7933963.500000 Penalty: 5274.942871
	Iteration 21Q: 3 clusters Score -7933964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7933979.000000 Penalty: 5274.942871
	Iteration 22Q: 3 clusters Score -7933979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7934000.000000 Penalty: 5274.942871
	Iteration 23Q: 3 clusters Score -7934000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7934014.500000 Penalty: 5274.942871
	Iteration 24Q: 3 clusters Score -7934014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7934005.500000 Penalty: 5274.942871
	Iteration 25Q: 3 clusters Score -7934006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7934009.000000 Penalty: 5274.942871
	Iteration 26Q: 3 clusters Score -7934009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7934010.000000 Penalty: 5274.942871
	Iteration 27Q: 3 clusters Score -7934010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7934010.000000 Penalty: 5274.942871
	Iteration 28F: 3 clusters Score -7934010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -231356.718750 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -231356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -229293.125000 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -229293.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -229657.328125 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -229657.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -229804.187500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -229804.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -229885.046875 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -229885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -229948.781250 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -229948.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -229995.375000 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -229995.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -230057.234375 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -230057.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -230150.281250 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -230150.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -230303.078125 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -230303.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -230445.609375 Penalty: 3506.657715
	Iteration 9F: 3 clusters Score -230445.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -230601.203125 Penalty: 3506.657715
	Iteration 10F: 3 clusters Score -230601.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -230771.781250 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -230771.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -230898.312500 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -230898.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -230958.343750 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -230958.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -231004.281250 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -231004.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -231021.859375 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -231021.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -231045.906250 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -231045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -231054.687500 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -231054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -231059.375000 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -231059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -231062.500000 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -231062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -231062.500000 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -231062.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -114131.343750 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -114131.3 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 303 members 
Entering Unmasked Estep 
Score: -112548.382812 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -112548.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112747.718750 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -112747.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112801.429688 Penalty: 3137.770020
	Iteration 2Q: 3 clusters Score -112801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112822.937500 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -112822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112826.210938 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -112826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112826.210938 Penalty: 3137.770020
	Iteration 5F: 3 clusters Score -112826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Entering Unmasked Estep 
Score: -3430753.500000 Penalty: 2405.119141
	Iteration 0F: 2 clusters Score -3430754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3419834.500000 Penalty: 4810.238281
	Iteration 0F: 3 clusters Score -3419834 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3423679.500000 Penalty: 4810.238281
	Iteration 1F: 3 clusters Score -3423680 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3424017.250000 Penalty: 4810.238281
	Iteration 2F: 3 clusters Score -3424017 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3424267.500000 Penalty: 4810.238281
	Iteration 3Q: 3 clusters Score -3424268 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3424446.750000 Penalty: 4810.238281
	Iteration 4Q: 3 clusters Score -3424447 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3424597.500000 Penalty: 4810.238281
	Iteration 5Q: 3 clusters Score -3424598 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3424729.500000 Penalty: 4810.238281
	Iteration 6Q: 3 clusters Score -3424730 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3424862.500000 Penalty: 4810.238281
	Iteration 7Q: 3 clusters Score -3424862 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3425026.000000 Penalty: 4810.238281
	Iteration 8Q: 3 clusters Score -3425026 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3425234.750000 Penalty: 4810.238281
	Iteration 9Q: 3 clusters Score -3425235 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3425465.250000 Penalty: 4810.238281
	Iteration 10Q: 3 clusters Score -3425465 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3425804.750000 Penalty: 4810.238281
	Iteration 11Q: 3 clusters Score -3425805 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3426207.250000 Penalty: 4810.238281
	Iteration 12Q: 3 clusters Score -3426207 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3426704.000000 Penalty: 4810.238281
	Iteration 13Q: 3 clusters Score -3426704 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3427204.250000 Penalty: 4810.238281
	Iteration 14Q: 3 clusters Score -3427204 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3427638.250000 Penalty: 4810.238281
	Iteration 15Q: 3 clusters Score -3427638 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3427994.000000 Penalty: 4810.238281
	Iteration 16Q: 3 clusters Score -3427994 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3428217.250000 Penalty: 4810.238281
	Iteration 17Q: 3 clusters Score -3428217 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3428359.500000 Penalty: 4810.238281
	Iteration 18Q: 3 clusters Score -3428360 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3428443.250000 Penalty: 4810.238281
	Iteration 19Q: 3 clusters Score -3428443 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3428507.750000 Penalty: 4810.238281
	Iteration 20F: 3 clusters Score -3428508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3428549.250000 Penalty: 4810.238281
	Iteration 21Q: 3 clusters Score -3428549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3428591.250000 Penalty: 4810.238281
	Iteration 22Q: 3 clusters Score -3428591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3428626.750000 Penalty: 4810.238281
	Iteration 23Q: 3 clusters Score -3428627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3428655.000000 Penalty: 4810.238281
	Iteration 24Q: 3 clusters Score -3428655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3428680.250000 Penalty: 4810.238281
	Iteration 25Q: 3 clusters Score -3428680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3428690.000000 Penalty: 4810.238281
	Iteration 26Q: 3 clusters Score -3428690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3428707.750000 Penalty: 4810.238281
	Iteration 27Q: 3 clusters Score -3428708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3428710.250000 Penalty: 4810.238281
	Iteration 28Q: 3 clusters Score -3428710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3428723.500000 Penalty: 4810.238281
	Iteration 29Q: 3 clusters Score -3428724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3428730.750000 Penalty: 4810.238281
	Iteration 30Q: 3 clusters Score -3428731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3428737.500000 Penalty: 4810.238281
	Iteration 31Q: 3 clusters Score -3428738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3428738.000000 Penalty: 4810.238281
	Iteration 32Q: 3 clusters Score -3428738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3428740.000000 Penalty: 4810.238281
	Iteration 33Q: 3 clusters Score -3428740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3428735.750000 Penalty: 4810.238281
	Iteration 34Q: 3 clusters Score -3428736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3428738.000000 Penalty: 4810.238281
	Iteration 35Q: 3 clusters Score -3428738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3428737.250000 Penalty: 4810.238281
	Iteration 36Q: 3 clusters Score -3428737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3428737.250000 Penalty: 4810.238281
	Iteration 37F: 3 clusters Score -3428737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Entering Unmasked Estep 
Score: -4887418.000000 Penalty: 2511.939697
	Iteration 0F: 2 clusters Score -4887418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -4870282.500000 Penalty: 5023.879395
	Iteration 0F: 3 clusters Score -4870282 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4876339.500000 Penalty: 5023.879395
	Iteration 1F: 3 clusters Score -4876340 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -4876680.500000 Penalty: 5023.879395
	Iteration 2Q: 3 clusters Score -4876680 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4876927.500000 Penalty: 5023.879395
	Iteration 3Q: 3 clusters Score -4876928 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4877142.500000 Penalty: 5023.879395
	Iteration 4Q: 3 clusters Score -4877142 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4877311.500000 Penalty: 5023.879395
	Iteration 5Q: 3 clusters Score -4877312 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -4877465.000000 Penalty: 5023.879395
	Iteration 6Q: 3 clusters Score -4877465 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4877621.000000 Penalty: 5023.879395
	Iteration 7Q: 3 clusters Score -4877621 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4877798.500000 Penalty: 5023.879395
	Iteration 8Q: 3 clusters Score -4877798 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4877982.000000 Penalty: 5023.879395
	Iteration 9Q: 3 clusters Score -4877982 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -4878316.500000 Penalty: 5023.879395
	Iteration 10Q: 3 clusters Score -4878316 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -4878751.500000 Penalty: 5023.879395
	Iteration 11Q: 3 clusters Score -4878752 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -4879394.000000 Penalty: 5023.879395
	Iteration 12Q: 3 clusters Score -4879394 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4880322.000000 Penalty: 5023.879395
	Iteration 13F: 3 clusters Score -4880322 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4881444.500000 Penalty: 5023.879395
	Iteration 14F: 3 clusters Score -4881444 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4882570.000000 Penalty: 5023.879395
	Iteration 15F: 3 clusters Score -4882570 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4883551.500000 Penalty: 5023.879395
	Iteration 16Q: 3 clusters Score -4883552 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4884236.000000 Penalty: 5023.879395
	Iteration 17Q: 3 clusters Score -4884236 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4884630.500000 Penalty: 5023.879395
	Iteration 18Q: 3 clusters Score -4884630 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4884880.000000 Penalty: 5023.879395
	Iteration 19Q: 3 clusters Score -4884880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4884984.500000 Penalty: 5023.879395
	Iteration 20F: 3 clusters Score -4884984 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4885041.500000 Penalty: 5023.879395
	Iteration 21Q: 3 clusters Score -4885042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4885079.000000 Penalty: 5023.879395
	Iteration 22Q: 3 clusters Score -4885079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4885104.500000 Penalty: 5023.879395
	Iteration 23Q: 3 clusters Score -4885104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4885123.000000 Penalty: 5023.879395
	Iteration 24Q: 3 clusters Score -4885123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4885137.000000 Penalty: 5023.879395
	Iteration 25Q: 3 clusters Score -4885137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4885150.500000 Penalty: 5023.879395
	Iteration 26Q: 3 clusters Score -4885150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4885166.000000 Penalty: 5023.879395
	Iteration 27Q: 3 clusters Score -4885166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4885170.500000 Penalty: 5023.879395
	Iteration 28Q: 3 clusters Score -4885170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4885175.500000 Penalty: 5023.879395
	Iteration 29Q: 3 clusters Score -4885176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4885177.000000 Penalty: 5023.879395
	Iteration 30Q: 3 clusters Score -4885177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4885193.500000 Penalty: 5023.879395
	Iteration 31Q: 3 clusters Score -4885194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4885189.000000 Penalty: 5023.879395
	Iteration 32Q: 3 clusters Score -4885189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4885202.000000 Penalty: 5023.879395
	Iteration 33Q: 3 clusters Score -4885202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4885211.500000 Penalty: 5023.879395
	Iteration 34Q: 3 clusters Score -4885212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4885216.000000 Penalty: 5023.879395
	Iteration 35Q: 3 clusters Score -4885216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4885216.000000 Penalty: 5023.879395
	Iteration 36F: 3 clusters Score -4885216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Entering Unmasked Estep 
Score: -5898499.000000 Penalty: 2558.604492
	Iteration 0F: 2 clusters Score -5898499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -5878959.500000 Penalty: 5117.208984
	Iteration 0F: 3 clusters Score -5878960 nChanged 13597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5886321.000000 Penalty: 5117.208984
	Iteration 1F: 3 clusters Score -5886321 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5886727.500000 Penalty: 5117.208984
	Iteration 2Q: 3 clusters Score -5886728 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -5887080.000000 Penalty: 5117.208984
	Iteration 3Q: 3 clusters Score -5887080 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -5887357.500000 Penalty: 5117.208984
	Iteration 4Q: 3 clusters Score -5887358 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -5887648.500000 Penalty: 5117.208984
	Iteration 5Q: 3 clusters Score -5887648 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5887889.500000 Penalty: 5117.208984
	Iteration 6Q: 3 clusters Score -5887890 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -5888191.000000 Penalty: 5117.208984
	Iteration 7Q: 3 clusters Score -5888191 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -5888441.500000 Penalty: 5117.208984
	Iteration 8Q: 3 clusters Score -5888442 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -5888792.500000 Penalty: 5117.208984
	Iteration 9Q: 3 clusters Score -5888792 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5889251.500000 Penalty: 5117.208984
	Iteration 10Q: 3 clusters Score -5889252 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5889863.000000 Penalty: 5117.208984
	Iteration 11Q: 3 clusters Score -5889863 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5890724.000000 Penalty: 5117.208984
	Iteration 12Q: 3 clusters Score -5890724 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5891774.500000 Penalty: 5117.208984
	Iteration 13F: 3 clusters Score -5891774 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -5892966.500000 Penalty: 5117.208984
	Iteration 14F: 3 clusters Score -5892966 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5894138.500000 Penalty: 5117.208984
	Iteration 15F: 3 clusters Score -5894138 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -5895082.000000 Penalty: 5117.208984
	Iteration 16Q: 3 clusters Score -5895082 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5895679.000000 Penalty: 5117.208984
	Iteration 17Q: 3 clusters Score -5895679 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -5895982.500000 Penalty: 5117.208984
	Iteration 18Q: 3 clusters Score -5895982 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -5896116.000000 Penalty: 5117.208984
	Iteration 19Q: 3 clusters Score -5896116 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -5896209.000000 Penalty: 5117.208984
	Iteration 20F: 3 clusters Score -5896209 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -5896249.500000 Penalty: 5117.208984
	Iteration 21Q: 3 clusters Score -5896250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -5896280.500000 Penalty: 5117.208984
	Iteration 22Q: 3 clusters Score -5896280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -5896317.500000 Penalty: 5117.208984
	Iteration 23Q: 3 clusters Score -5896318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -5896333.000000 Penalty: 5117.208984
	Iteration 24Q: 3 clusters Score -5896333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -5896356.000000 Penalty: 5117.208984
	Iteration 25Q: 3 clusters Score -5896356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -5896364.500000 Penalty: 5117.208984
	Iteration 26Q: 3 clusters Score -5896364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5896369.500000 Penalty: 5117.208984
	Iteration 27Q: 3 clusters Score -5896370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -5896383.500000 Penalty: 5117.208984
	Iteration 28Q: 3 clusters Score -5896384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -5896382.500000 Penalty: 5117.208984
	Iteration 29Q: 3 clusters Score -5896382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -5896391.500000 Penalty: 5117.208984
	Iteration 30Q: 3 clusters Score -5896392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -5896388.000000 Penalty: 5117.208984
	Iteration 31Q: 3 clusters Score -5896388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5896394.500000 Penalty: 5117.208984
	Iteration 32Q: 3 clusters Score -5896394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -5896401.500000 Penalty: 5117.208984
	Iteration 33Q: 3 clusters Score -5896402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -5896397.000000 Penalty: 5117.208984
	Iteration 34Q: 3 clusters Score -5896397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -5896403.500000 Penalty: 5117.208984
	Iteration 35Q: 3 clusters Score -5896404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -5896403.500000 Penalty: 5117.208984
	Iteration 36F: 3 clusters Score -5896404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -729995.687500 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -729995.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -726180.125000 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -726180.1 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -727060.812500 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -727060.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -727217.500000 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -727217.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -727320.375000 Penalty: 4094.633301
	Iteration 3Q: 3 clusters Score -727320.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -727394.437500 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -727394.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -727454.687500 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -727454.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -727522.500000 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -727522.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -727585.062500 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -727585.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -727643.125000 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -727643.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -727700.437500 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -727700.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -727759.187500 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -727759.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -727826.000000 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -727826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -727904.562500 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -727904.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -727987.125000 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -727987.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -728069.687500 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -728069.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -728139.687500 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -728139.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -728205.937500 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -728205.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -728263.125000 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -728263.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -728306.375000 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -728306.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -728345.000000 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -728345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -728380.500000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -728380.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -728405.875000 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -728405.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -728427.500000 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -728427.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -728449.250000 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -728449.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -728468.187500 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -728468.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -728484.500000 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -728484.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -728498.812500 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -728498.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -728510.875000 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -728510.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -728521.250000 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -728521.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -728531.250000 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -728531.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -728538.437500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -728538.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -728544.375000 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -728544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -728548.437500 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -728548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -728551.875000 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -728551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -728554.812500 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -728554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -728557.062500 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -728557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -728558.500000 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -728558.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -728558.500000 Penalty: 4094.633301
	Iteration 37F: 3 clusters Score -728558.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15599.981445 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -15599.98 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 107 members 
Entering Unmasked Estep 
Score: -14675.962891 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -14675.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14828.778320 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -14828.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14856.170898 Penalty: 2622.980469
	Iteration 2Q: 3 clusters Score -14856.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14883.702148 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -14883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14889.629883 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -14889.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14889.629883 Penalty: 2622.980469
	Iteration 5F: 3 clusters Score -14889.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Entering Unmasked Estep 
Score: -4534874.000000 Penalty: 2480.411133
	Iteration 0F: 2 clusters Score -4534874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4519842.000000 Penalty: 4960.822266
	Iteration 0F: 3 clusters Score -4519842 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4525042.500000 Penalty: 4960.822266
	Iteration 1F: 3 clusters Score -4525042 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4525363.500000 Penalty: 4960.822266
	Iteration 2Q: 3 clusters Score -4525364 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4525637.000000 Penalty: 4960.822266
	Iteration 3Q: 3 clusters Score -4525637 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4525838.500000 Penalty: 4960.822266
	Iteration 4Q: 3 clusters Score -4525838 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4526017.000000 Penalty: 4960.822266
	Iteration 5Q: 3 clusters Score -4526017 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -4526149.000000 Penalty: 4960.822266
	Iteration 6Q: 3 clusters Score -4526149 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4526279.000000 Penalty: 4960.822266
	Iteration 7Q: 3 clusters Score -4526279 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4526442.500000 Penalty: 4960.822266
	Iteration 8Q: 3 clusters Score -4526442 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -4526614.000000 Penalty: 4960.822266
	Iteration 9Q: 3 clusters Score -4526614 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4526868.000000 Penalty: 4960.822266
	Iteration 10Q: 3 clusters Score -4526868 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4527219.500000 Penalty: 4960.822266
	Iteration 11Q: 3 clusters Score -4527220 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4527672.500000 Penalty: 4960.822266
	Iteration 12Q: 3 clusters Score -4527672 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4528190.000000 Penalty: 4960.822266
	Iteration 13Q: 3 clusters Score -4528190 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4528699.500000 Penalty: 4960.822266
	Iteration 14Q: 3 clusters Score -4528700 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4529079.000000 Penalty: 4960.822266
	Iteration 15Q: 3 clusters Score -4529079 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -4529321.500000 Penalty: 4960.822266
	Iteration 16Q: 3 clusters Score -4529322 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4529492.500000 Penalty: 4960.822266
	Iteration 17Q: 3 clusters Score -4529492 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4529601.000000 Penalty: 4960.822266
	Iteration 18Q: 3 clusters Score -4529601 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -4529706.500000 Penalty: 4960.822266
	Iteration 19Q: 3 clusters Score -4529706 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4529808.500000 Penalty: 4960.822266
	Iteration 20F: 3 clusters Score -4529808 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4529913.000000 Penalty: 4960.822266
	Iteration 21Q: 3 clusters Score -4529913 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -4529968.500000 Penalty: 4960.822266
	Iteration 22Q: 3 clusters Score -4529968 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4530044.000000 Penalty: 4960.822266
	Iteration 23Q: 3 clusters Score -4530044 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -4530092.500000 Penalty: 4960.822266
	Iteration 24Q: 3 clusters Score -4530092 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4530164.000000 Penalty: 4960.822266
	Iteration 25Q: 3 clusters Score -4530164 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4530217.500000 Penalty: 4960.822266
	Iteration 26Q: 3 clusters Score -4530218 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4530279.000000 Penalty: 4960.822266
	Iteration 27Q: 3 clusters Score -4530279 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -4530332.500000 Penalty: 4960.822266
	Iteration 28Q: 3 clusters Score -4530332 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4530393.500000 Penalty: 4960.822266
	Iteration 29Q: 3 clusters Score -4530394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4530448.500000 Penalty: 4960.822266
	Iteration 30Q: 3 clusters Score -4530448 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4530501.000000 Penalty: 4960.822266
	Iteration 31Q: 3 clusters Score -4530501 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4530567.500000 Penalty: 4960.822266
	Iteration 32Q: 3 clusters Score -4530568 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4530609.500000 Penalty: 4960.822266
	Iteration 33Q: 3 clusters Score -4530610 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4530654.500000 Penalty: 4960.822266
	Iteration 34Q: 3 clusters Score -4530654 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4530728.000000 Penalty: 4960.822266
	Iteration 35Q: 3 clusters Score -4530728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -4530803.000000 Penalty: 4960.822266
	Iteration 36Q: 3 clusters Score -4530803 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4530876.500000 Penalty: 4960.822266
	Iteration 37Q: 3 clusters Score -4530876 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4530944.000000 Penalty: 4960.822266
	Iteration 38Q: 3 clusters Score -4530944 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4531025.500000 Penalty: 4960.822266
	Iteration 39Q: 3 clusters Score -4531026 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -4531114.500000 Penalty: 4960.822266
	Iteration 40F: 3 clusters Score -4531114 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4531183.500000 Penalty: 4960.822266
	Iteration 41Q: 3 clusters Score -4531184 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -4531271.000000 Penalty: 4960.822266
	Iteration 42Q: 3 clusters Score -4531271 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4531387.000000 Penalty: 4960.822266
	Iteration 43Q: 3 clusters Score -4531387 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -4531499.000000 Penalty: 4960.822266
	Iteration 44Q: 3 clusters Score -4531499 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4531602.500000 Penalty: 4960.822266
	Iteration 45Q: 3 clusters Score -4531602 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4531698.500000 Penalty: 4960.822266
	Iteration 46Q: 3 clusters Score -4531698 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4531816.500000 Penalty: 4960.822266
	Iteration 47Q: 3 clusters Score -4531816 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4531882.000000 Penalty: 4960.822266
	Iteration 48Q: 3 clusters Score -4531882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4531955.500000 Penalty: 4960.822266
	Iteration 49Q: 3 clusters Score -4531956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4532045.000000 Penalty: 4960.822266
	Iteration 50Q: 3 clusters Score -4532045 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4532096.000000 Penalty: 4960.822266
	Iteration 51Q: 3 clusters Score -4532096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4532143.000000 Penalty: 4960.822266
	Iteration 52Q: 3 clusters Score -4532143 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4532196.000000 Penalty: 4960.822266
	Iteration 53Q: 3 clusters Score -4532196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4532238.000000 Penalty: 4960.822266
	Iteration 54Q: 3 clusters Score -4532238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -4532275.000000 Penalty: 4960.822266
	Iteration 55Q: 3 clusters Score -4532275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4532314.500000 Penalty: 4960.822266
	Iteration 56Q: 3 clusters Score -4532314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4532351.500000 Penalty: 4960.822266
	Iteration 57Q: 3 clusters Score -4532352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4532374.000000 Penalty: 4960.822266
	Iteration 58Q: 3 clusters Score -4532374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -4532401.500000 Penalty: 4960.822266
	Iteration 59Q: 3 clusters Score -4532402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4532429.000000 Penalty: 4960.822266
	Iteration 60F: 3 clusters Score -4532429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4532441.500000 Penalty: 4960.822266
	Iteration 61Q: 3 clusters Score -4532442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -4532457.500000 Penalty: 4960.822266
	Iteration 62Q: 3 clusters Score -4532458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -4532486.500000 Penalty: 4960.822266
	Iteration 63Q: 3 clusters Score -4532486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4532513.500000 Penalty: 4960.822266
	Iteration 64Q: 3 clusters Score -4532514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4532529.000000 Penalty: 4960.822266
	Iteration 65Q: 3 clusters Score -4532529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4532550.500000 Penalty: 4960.822266
	Iteration 66Q: 3 clusters Score -4532550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4532555.000000 Penalty: 4960.822266
	Iteration 67Q: 3 clusters Score -4532555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4532562.500000 Penalty: 4960.822266
	Iteration 68Q: 3 clusters Score -4532562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4532575.000000 Penalty: 4960.822266
	Iteration 69Q: 3 clusters Score -4532575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4532582.500000 Penalty: 4960.822266
	Iteration 70Q: 3 clusters Score -4532582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -4532592.000000 Penalty: 4960.822266
	Iteration 71Q: 3 clusters Score -4532592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -4532600.000000 Penalty: 4960.822266
	Iteration 72Q: 3 clusters Score -4532600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4532605.000000 Penalty: 4960.822266
	Iteration 73Q: 3 clusters Score -4532605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4532605.500000 Penalty: 4960.822266
	Iteration 74Q: 3 clusters Score -4532606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -4532610.000000 Penalty: 4960.822266
	Iteration 75Q: 3 clusters Score -4532610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4532612.000000 Penalty: 4960.822266
	Iteration 76Q: 3 clusters Score -4532612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4532623.500000 Penalty: 4960.822266
	Iteration 77Q: 3 clusters Score -4532624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4532624.000000 Penalty: 4960.822266
	Iteration 78Q: 3 clusters Score -4532624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4532620.000000 Penalty: 4960.822266
	Iteration 79Q: 3 clusters Score -4532620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4532624.500000 Penalty: 4960.822266
	Iteration 80F: 3 clusters Score -4532624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -4532630.500000 Penalty: 4960.822266
	Iteration 81Q: 3 clusters Score -4532630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4532637.000000 Penalty: 4960.822266
	Iteration 82Q: 3 clusters Score -4532637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4532640.000000 Penalty: 4960.822266
	Iteration 83Q: 3 clusters Score -4532640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4532650.000000 Penalty: 4960.822266
	Iteration 84Q: 3 clusters Score -4532650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4532643.000000 Penalty: 4960.822266
	Iteration 85Q: 3 clusters Score -4532643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -4532650.500000 Penalty: 4960.822266
	Iteration 86Q: 3 clusters Score -4532650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4532656.500000 Penalty: 4960.822266
	Iteration 87Q: 3 clusters Score -4532656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4532656.500000 Penalty: 4960.822266
	Iteration 88F: 3 clusters Score -4532656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Entering Unmasked Estep 
Score: -2687805.500000 Penalty: 2357.762207
	Iteration 0F: 2 clusters Score -2687806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2677908.000000 Penalty: 4715.524414
	Iteration 0F: 3 clusters Score -2677908 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2681015.000000 Penalty: 4715.524414
	Iteration 1F: 3 clusters Score -2681015 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2681404.000000 Penalty: 4715.524414
	Iteration 2F: 3 clusters Score -2681404 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2681707.250000 Penalty: 4715.524414
	Iteration 3F: 3 clusters Score -2681707 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2682009.500000 Penalty: 4715.524414
	Iteration 4Q: 3 clusters Score -2682010 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2682350.500000 Penalty: 4715.524414
	Iteration 5Q: 3 clusters Score -2682350 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2682692.250000 Penalty: 4715.524414
	Iteration 6Q: 3 clusters Score -2682692 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2683126.250000 Penalty: 4715.524414
	Iteration 7Q: 3 clusters Score -2683126 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2683643.750000 Penalty: 4715.524414
	Iteration 8F: 3 clusters Score -2683644 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2684211.500000 Penalty: 4715.524414
	Iteration 9F: 3 clusters Score -2684212 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2684711.750000 Penalty: 4715.524414
	Iteration 10Q: 3 clusters Score -2684712 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2685091.000000 Penalty: 4715.524414
	Iteration 11Q: 3 clusters Score -2685091 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2685401.250000 Penalty: 4715.524414
	Iteration 12Q: 3 clusters Score -2685401 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2685609.250000 Penalty: 4715.524414
	Iteration 13Q: 3 clusters Score -2685609 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2685771.750000 Penalty: 4715.524414
	Iteration 14Q: 3 clusters Score -2685772 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2685889.750000 Penalty: 4715.524414
	Iteration 15Q: 3 clusters Score -2685890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2685955.000000 Penalty: 4715.524414
	Iteration 16Q: 3 clusters Score -2685955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2685995.250000 Penalty: 4715.524414
	Iteration 17Q: 3 clusters Score -2685995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2686032.500000 Penalty: 4715.524414
	Iteration 18Q: 3 clusters Score -2686032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2686059.250000 Penalty: 4715.524414
	Iteration 19Q: 3 clusters Score -2686059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2686080.500000 Penalty: 4715.524414
	Iteration 20F: 3 clusters Score -2686080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2686094.250000 Penalty: 4715.524414
	Iteration 21Q: 3 clusters Score -2686094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2686102.750000 Penalty: 4715.524414
	Iteration 22Q: 3 clusters Score -2686103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2686112.000000 Penalty: 4715.524414
	Iteration 23Q: 3 clusters Score -2686112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2686123.000000 Penalty: 4715.524414
	Iteration 24Q: 3 clusters Score -2686123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2686127.500000 Penalty: 4715.524414
	Iteration 25Q: 3 clusters Score -2686128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2686134.250000 Penalty: 4715.524414
	Iteration 26Q: 3 clusters Score -2686134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2686139.000000 Penalty: 4715.524414
	Iteration 27Q: 3 clusters Score -2686139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2686149.000000 Penalty: 4715.524414
	Iteration 28Q: 3 clusters Score -2686149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2686161.750000 Penalty: 4715.524414
	Iteration 29Q: 3 clusters Score -2686162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2686163.250000 Penalty: 4715.524414
	Iteration 30Q: 3 clusters Score -2686163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2686167.000000 Penalty: 4715.524414
	Iteration 31Q: 3 clusters Score -2686167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2686174.750000 Penalty: 4715.524414
	Iteration 32Q: 3 clusters Score -2686175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2686178.250000 Penalty: 4715.524414
	Iteration 33Q: 3 clusters Score -2686178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2686185.500000 Penalty: 4715.524414
	Iteration 34Q: 3 clusters Score -2686186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2686188.000000 Penalty: 4715.524414
	Iteration 35Q: 3 clusters Score -2686188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2686187.750000 Penalty: 4715.524414
	Iteration 36Q: 3 clusters Score -2686188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2686190.500000 Penalty: 4715.524414
	Iteration 37Q: 3 clusters Score -2686190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2686190.750000 Penalty: 4715.524414
	Iteration 38Q: 3 clusters Score -2686191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2686191.750000 Penalty: 4715.524414
	Iteration 39Q: 3 clusters Score -2686192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2686191.500000 Penalty: 4715.524414
	Iteration 40F: 3 clusters Score -2686192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2686193.500000 Penalty: 4715.524414
	Iteration 41Q: 3 clusters Score -2686194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2686193.750000 Penalty: 4715.524414
	Iteration 42Q: 3 clusters Score -2686194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2686193.250000 Penalty: 4715.524414
	Iteration 43Q: 3 clusters Score -2686193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2686194.500000 Penalty: 4715.524414
	Iteration 44Q: 3 clusters Score -2686194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2686194.500000 Penalty: 4715.524414
	Iteration 45F: 3 clusters Score -2686194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 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 199 members 
Entering Unmasked Estep 
Score: -54843.898438 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54843.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55040.023438 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -55040.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55204.464844 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55204.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55329.472656 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -55329.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55419.785156 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55419.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55461.179688 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55461.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55482.710938 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55482.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55505.691406 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -55505.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55517.355469 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55517.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55518.453125 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55518.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55523.406250 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55523.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55523.406250 Penalty: 2951.518799
	Iteration 11F: 3 clusters Score -55523.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 154 members 
Entering Unmasked Estep 
Score: -45353.347656 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45353.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45540.695312 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45540.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45585.656250 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -45585.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45593.714844 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45593.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45596.402344 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45598.726562 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -45598.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45604.820312 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -45604.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45607.050781 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -45607.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45613.523438 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -45613.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45613.523438 Penalty: 2868.777344
	Iteration 9F: 3 clusters Score -45613.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -272801.531250 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -272801.5 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 728 members 
Entering Unmasked Estep 
Score: -270527.781250 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -270527.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -270915.375000 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -270915.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -271134.812500 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -271134.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -271307.906250 Penalty: 3614.629883
	Iteration 3F: 3 clusters Score -271307.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -271436.500000 Penalty: 3614.629883
	Iteration 4F: 3 clusters Score -271436.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -271583.750000 Penalty: 3614.629883
	Iteration 5F: 3 clusters Score -271583.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -271744.437500 Penalty: 3614.629883
	Iteration 6F: 3 clusters Score -271744.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271863.125000 Penalty: 3614.629883
	Iteration 7Q: 3 clusters Score -271863.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -271951.093750 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -271951.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -272006.687500 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -272006.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -272054.093750 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -272054.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -272092.187500 Penalty: 3614.629883
	Iteration 11Q: 3 clusters Score -272092.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -272116.500000 Penalty: 3614.629883
	Iteration 12Q: 3 clusters Score -272116.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -272124.875000 Penalty: 3614.629883
	Iteration 13Q: 3 clusters Score -272124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -272131.000000 Penalty: 3614.629883
	Iteration 14Q: 3 clusters Score -272131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -272132.656250 Penalty: 3614.629883
	Iteration 15Q: 3 clusters Score -272132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -272134.718750 Penalty: 3614.629883
	Iteration 16Q: 3 clusters Score -272134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -272137.812500 Penalty: 3614.629883
	Iteration 17Q: 3 clusters Score -272137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -272141.562500 Penalty: 3614.629883
	Iteration 18Q: 3 clusters Score -272141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -272142.593750 Penalty: 3614.629883
	Iteration 19Q: 3 clusters Score -272142.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -272142.593750 Penalty: 3614.629883
	Iteration 20F: 3 clusters Score -272142.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -502686.843750 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -502686.8 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 1411 members 
Entering Unmasked Estep 
Score: -499583.281250 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -499583.3 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -500304.093750 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -500304.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -500522.656250 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -500522.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -500643.250000 Penalty: 3937.822754
	Iteration 3F: 3 clusters Score -500643.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -500739.250000 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -500739.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -500811.156250 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -500811.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -500867.062500 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -500867.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -500919.406250 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -500919.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -500963.562500 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -500963.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -501003.906250 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -501003.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -501035.812500 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -501035.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -501059.281250 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -501059.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -501080.875000 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -501080.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -501094.468750 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -501094.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -501105.250000 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -501105.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -501117.250000 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -501117.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -501133.812500 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -501133.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -501154.906250 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -501154.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -501170.000000 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -501170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -501181.468750 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -501181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -501190.500000 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -501190.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -501202.843750 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -501202.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -501212.156250 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -501212.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -501218.625000 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -501218.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -501227.218750 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -501227.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -501234.375000 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -501234.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -501238.875000 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -501238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -501238.812500 Penalty: 3937.822754
	Iteration 27Q: 3 clusters Score -501238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -501240.531250 Penalty: 3937.822754
	Iteration 28Q: 3 clusters Score -501240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -501244.593750 Penalty: 3937.822754
	Iteration 29Q: 3 clusters Score -501244.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -501250.718750 Penalty: 3937.822754
	Iteration 30Q: 3 clusters Score -501250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -501255.812500 Penalty: 3937.822754
	Iteration 31Q: 3 clusters Score -501255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -501263.625000 Penalty: 3937.822754
	Iteration 32Q: 3 clusters Score -501263.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -501273.093750 Penalty: 3937.822754
	Iteration 33Q: 3 clusters Score -501273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -501280.062500 Penalty: 3937.822754
	Iteration 34Q: 3 clusters Score -501280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -501291.000000 Penalty: 3937.822754
	Iteration 35Q: 3 clusters Score -501291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -501299.093750 Penalty: 3937.822754
	Iteration 36Q: 3 clusters Score -501299.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -501304.750000 Penalty: 3937.822754
	Iteration 37Q: 3 clusters Score -501304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -501311.250000 Penalty: 3937.822754
	Iteration 38Q: 3 clusters Score -501311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -501314.937500 Penalty: 3937.822754
	Iteration 39Q: 3 clusters Score -501314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -501317.875000 Penalty: 3937.822754
	Iteration 40F: 3 clusters Score -501317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -501320.562500 Penalty: 3937.822754
	Iteration 41Q: 3 clusters Score -501320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -501320.281250 Penalty: 3937.822754
	Iteration 42Q: 3 clusters Score -501320.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -501320.281250 Penalty: 3937.822754
	Iteration 43F: 3 clusters Score -501320.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -75672.929688 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -75672.93 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 230 members 
Entering Unmasked Estep 
Score: -74215.890625 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -74215.89 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74440.632812 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -74440.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74557.539062 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -74557.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74651.437500 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -74651.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74692.046875 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -74692.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74727.601562 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -74727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74737.117188 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -74737.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74752.601562 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -74752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74783.250000 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -74783.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74796.289062 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -74796.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74814.570312 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -74814.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74819.976562 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -74819.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74820.664062 Penalty: 3067.337891
	Iteration 12F: 3 clusters Score -74820.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74829.734375 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -74829.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74833.320312 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -74833.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74833.320312 Penalty: 3067.337891
	Iteration 15F: 3 clusters Score -74833.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 203 members 
Entering Unmasked Estep 
Score: -47821.800781 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47821.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48104.351562 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48104.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48222.570312 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48222.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48315.925781 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -48315.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48428.460938 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48428.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48507.410156 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48507.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48560.105469 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48560.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48628.542969 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -48628.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48649.140625 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -48649.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48658.343750 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -48658.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48690.980469 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -48690.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48703.992188 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -48703.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48705.636719 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -48705.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48709.871094 Penalty: 2975.472656
	Iteration 13F: 3 clusters Score -48709.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48745.253906 Penalty: 2975.472656
	Iteration 14Q: 3 clusters Score -48745.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48750.796875 Penalty: 2975.472656
	Iteration 15Q: 3 clusters Score -48750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48761.082031 Penalty: 2975.472656
	Iteration 16Q: 3 clusters Score -48761.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48777.128906 Penalty: 2975.472656
	Iteration 17Q: 3 clusters Score -48777.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48781.496094 Penalty: 2975.472656
	Iteration 18Q: 3 clusters Score -48781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48781.496094 Penalty: 2975.472656
	Iteration 19F: 3 clusters Score -48781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 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 394 members 
Entering Unmasked Estep 
Score: -132176.906250 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132176.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -132439.640625 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132439.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -132515.750000 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132515.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -132557.515625 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -132557.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -132602.046875 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -132602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132652.484375 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -132652.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -132699.984375 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -132700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -132727.484375 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -132727.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -132756.765625 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -132756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -132786.687500 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -132786.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -132808.437500 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -132808.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -132825.171875 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -132825.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -132843.906250 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -132843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -132863.968750 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -132864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132888.171875 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -132888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -132935.593750 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -132935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132961.671875 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -132961.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -132980.000000 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -132980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -132990.828125 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -132990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -133012.593750 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -133012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133017.625000 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -133017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133023.062500 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -133023.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -133030.312500 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -133030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133044.875000 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -133044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133056.500000 Penalty: 3314.947021
	Iteration 24Q: 3 clusters Score -133056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133076.953125 Penalty: 3314.947021
	Iteration 25Q: 3 clusters Score -133077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -133120.593750 Penalty: 3314.947021
	Iteration 26Q: 3 clusters Score -133120.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133170.796875 Penalty: 3314.947021
	Iteration 27Q: 3 clusters Score -133170.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -133225.875000 Penalty: 3314.947021
	Iteration 28Q: 3 clusters Score -133225.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -133309.671875 Penalty: 3314.947021
	Iteration 29Q: 3 clusters Score -133309.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133374.296875 Penalty: 3314.947021
	Iteration 30Q: 3 clusters Score -133374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133430.390625 Penalty: 3314.947021
	Iteration 31Q: 3 clusters Score -133430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133487.578125 Penalty: 3314.947021
	Iteration 32Q: 3 clusters Score -133487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133518.468750 Penalty: 3314.947021
	Iteration 33Q: 3 clusters Score -133518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133526.140625 Penalty: 3314.947021
	Iteration 34Q: 3 clusters Score -133526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133528.125000 Penalty: 3314.947021
	Iteration 35Q: 3 clusters Score -133528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -133538.687500 Penalty: 3314.947021
	Iteration 36Q: 3 clusters Score -133538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133547.609375 Penalty: 3314.947021
	Iteration 37Q: 3 clusters Score -133547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -133548.859375 Penalty: 3314.947021
	Iteration 38Q: 3 clusters Score -133548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133550.000000 Penalty: 3314.947021
	Iteration 39Q: 3 clusters Score -133550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133550.000000 Penalty: 3314.947021
	Iteration 40F: 3 clusters Score -133550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Entering Unmasked Estep 
Score: -3777596.500000 Penalty: 2430.747070
	Iteration 0F: 2 clusters Score -3777596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3766010.750000 Penalty: 4861.494141
	Iteration 0F: 3 clusters Score -3766011 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3770398.500000 Penalty: 4861.494141
	Iteration 1F: 3 clusters Score -3770398 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3770853.250000 Penalty: 4861.494141
	Iteration 2F: 3 clusters Score -3770853 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3771381.750000 Penalty: 4861.494141
	Iteration 3F: 3 clusters Score -3771382 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3771922.000000 Penalty: 4861.494141
	Iteration 4F: 3 clusters Score -3771922 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3772552.750000 Penalty: 4861.494141
	Iteration 5F: 3 clusters Score -3772553 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3773285.250000 Penalty: 4861.494141
	Iteration 6F: 3 clusters Score -3773285 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3774161.750000 Penalty: 4861.494141
	Iteration 7F: 3 clusters Score -3774162 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3775142.500000 Penalty: 4861.494141
	Iteration 8F: 3 clusters Score -3775142 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3776099.000000 Penalty: 4861.494141
	Iteration 9F: 3 clusters Score -3776099 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3776625.750000 Penalty: 4861.494141
	Iteration 10Q: 3 clusters Score -3776626 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3776797.000000 Penalty: 4861.494141
	Iteration 11Q: 3 clusters Score -3776797 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3776850.750000 Penalty: 4861.494141
	Iteration 12Q: 3 clusters Score -3776851 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3776871.500000 Penalty: 4861.494141
	Iteration 13Q: 3 clusters Score -3776872 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3776888.500000 Penalty: 4861.494141
	Iteration 14Q: 3 clusters Score -3776888 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3776844.500000 Penalty: 4861.494141
	Iteration 15Q: 3 clusters Score -3776844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3776857.250000 Penalty: 4861.494141
	Iteration 16Q: 3 clusters Score -3776857 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3776842.500000 Penalty: 4861.494141
	Iteration 17Q: 3 clusters Score -3776842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3776838.500000 Penalty: 4861.494141
	Iteration 18Q: 3 clusters Score -3776838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3776804.750000 Penalty: 4861.494141
	Iteration 19Q: 3 clusters Score -3776805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3776788.250000 Penalty: 4861.494141
	Iteration 20F: 3 clusters Score -3776788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3776783.500000 Penalty: 4861.494141
	Iteration 21Q: 3 clusters Score -3776784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3776772.500000 Penalty: 4861.494141
	Iteration 22Q: 3 clusters Score -3776772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3776755.750000 Penalty: 4861.494141
	Iteration 23Q: 3 clusters Score -3776756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3776751.500000 Penalty: 4861.494141
	Iteration 24Q: 3 clusters Score -3776752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3776751.000000 Penalty: 4861.494141
	Iteration 25Q: 3 clusters Score -3776751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3776744.750000 Penalty: 4861.494141
	Iteration 26Q: 3 clusters Score -3776745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3776731.500000 Penalty: 4861.494141
	Iteration 27Q: 3 clusters Score -3776732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3776722.250000 Penalty: 4861.494141
	Iteration 28Q: 3 clusters Score -3776722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3776710.250000 Penalty: 4861.494141
	Iteration 29Q: 3 clusters Score -3776710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3776696.000000 Penalty: 4861.494141
	Iteration 30Q: 3 clusters Score -3776696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3776693.250000 Penalty: 4861.494141
	Iteration 31Q: 3 clusters Score -3776693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3776692.250000 Penalty: 4861.494141
	Iteration 32Q: 3 clusters Score -3776692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3776689.000000 Penalty: 4861.494141
	Iteration 33Q: 3 clusters Score -3776689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3776696.500000 Penalty: 4861.494141
	Iteration 34Q: 3 clusters Score -3776696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3776696.000000 Penalty: 4861.494141
	Iteration 35Q: 3 clusters Score -3776696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3776697.250000 Penalty: 4861.494141
	Iteration 36Q: 3 clusters Score -3776697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3776699.500000 Penalty: 4861.494141
	Iteration 37Q: 3 clusters Score -3776700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3776697.500000 Penalty: 4861.494141
	Iteration 38Q: 3 clusters Score -3776698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3776694.000000 Penalty: 4861.494141
	Iteration 39Q: 3 clusters Score -3776694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3776698.500000 Penalty: 4861.494141
	Iteration 40F: 3 clusters Score -3776698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3776696.750000 Penalty: 4861.494141
	Iteration 41Q: 3 clusters Score -3776697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3776694.000000 Penalty: 4861.494141
	Iteration 42Q: 3 clusters Score -3776694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3776692.500000 Penalty: 4861.494141
	Iteration 43Q: 3 clusters Score -3776692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3776679.750000 Penalty: 4861.494141
	Iteration 44Q: 3 clusters Score -3776680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3776676.500000 Penalty: 4861.494141
	Iteration 45Q: 3 clusters Score -3776676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3776679.250000 Penalty: 4861.494141
	Iteration 46Q: 3 clusters Score -3776679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3776679.750000 Penalty: 4861.494141
	Iteration 47Q: 3 clusters Score -3776680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3776676.500000 Penalty: 4861.494141
	Iteration 48Q: 3 clusters Score -3776676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3776676.000000 Penalty: 4861.494141
	Iteration 49Q: 3 clusters Score -3776676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3776675.500000 Penalty: 4861.494141
	Iteration 50Q: 3 clusters Score -3776676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3776673.750000 Penalty: 4861.494141
	Iteration 51Q: 3 clusters Score -3776674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3776674.000000 Penalty: 4861.494141
	Iteration 52Q: 3 clusters Score -3776674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3776671.500000 Penalty: 4861.494141
	Iteration 53Q: 3 clusters Score -3776672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3776672.000000 Penalty: 4861.494141
	Iteration 54Q: 3 clusters Score -3776672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3776670.750000 Penalty: 4861.494141
	Iteration 55Q: 3 clusters Score -3776671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3776673.750000 Penalty: 4861.494141
	Iteration 56Q: 3 clusters Score -3776674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3776674.500000 Penalty: 4861.494141
	Iteration 57Q: 3 clusters Score -3776674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3776670.750000 Penalty: 4861.494141
	Iteration 58Q: 3 clusters Score -3776671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3776672.500000 Penalty: 4861.494141
	Iteration 59Q: 3 clusters Score -3776672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3776673.500000 Penalty: 4861.494141
	Iteration 60F: 3 clusters Score -3776674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3776672.750000 Penalty: 4861.494141
	Iteration 61Q: 3 clusters Score -3776673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3776672.500000 Penalty: 4861.494141
	Iteration 62Q: 3 clusters Score -3776672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3776672.500000 Penalty: 4861.494141
	Iteration 63F: 3 clusters Score -3776672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (30192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Entering Unmasked Estep 
Score: -5866788.000000 Penalty: 2558.202393
	Iteration 0F: 2 clusters Score -5866788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -5847155.000000 Penalty: 5116.404785
	Iteration 0F: 3 clusters Score -5847155 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5854263.000000 Penalty: 5116.404785
	Iteration 1F: 3 clusters Score -5854263 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -5854603.000000 Penalty: 5116.404785
	Iteration 2Q: 3 clusters Score -5854603 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5854917.000000 Penalty: 5116.404785
	Iteration 3Q: 3 clusters Score -5854917 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -5855244.500000 Penalty: 5116.404785
	Iteration 4Q: 3 clusters Score -5855244 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5855594.000000 Penalty: 5116.404785
	Iteration 5Q: 3 clusters Score -5855594 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -5856048.000000 Penalty: 5116.404785
	Iteration 6Q: 3 clusters Score -5856048 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -5856666.500000 Penalty: 5116.404785
	Iteration 7Q: 3 clusters Score -5856666 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -5857499.000000 Penalty: 5116.404785
	Iteration 8F: 3 clusters Score -5857499 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5858614.000000 Penalty: 5116.404785
	Iteration 9F: 3 clusters Score -5858614 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -5859914.500000 Penalty: 5116.404785
	Iteration 10F: 3 clusters Score -5859914 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -5861119.500000 Penalty: 5116.404785
	Iteration 11F: 3 clusters Score -5861120 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -5862213.500000 Penalty: 5116.404785
	Iteration 12Q: 3 clusters Score -5862214 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5863120.500000 Penalty: 5116.404785
	Iteration 13Q: 3 clusters Score -5863120 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -5863723.000000 Penalty: 5116.404785
	Iteration 14Q: 3 clusters Score -5863723 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5864053.500000 Penalty: 5116.404785
	Iteration 15Q: 3 clusters Score -5864054 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -5864217.500000 Penalty: 5116.404785
	Iteration 16Q: 3 clusters Score -5864218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5864337.500000 Penalty: 5116.404785
	Iteration 17Q: 3 clusters Score -5864338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -5864402.000000 Penalty: 5116.404785
	Iteration 18Q: 3 clusters Score -5864402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5864445.000000 Penalty: 5116.404785
	Iteration 19Q: 3 clusters Score -5864445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5864467.000000 Penalty: 5116.404785
	Iteration 20F: 3 clusters Score -5864467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -5864479.500000 Penalty: 5116.404785
	Iteration 21Q: 3 clusters Score -5864480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -5864498.000000 Penalty: 5116.404785
	Iteration 22Q: 3 clusters Score -5864498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -5864517.000000 Penalty: 5116.404785
	Iteration 23Q: 3 clusters Score -5864517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5864522.000000 Penalty: 5116.404785
	Iteration 24Q: 3 clusters Score -5864522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5864522.000000 Penalty: 5116.404785
	Iteration 25F: 3 clusters Score -5864522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -1446040.625000 Penalty: 2212.322754
	Iteration 0F: 2 clusters Score -1446041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1439949.750000 Penalty: 4424.645508
	Iteration 0F: 3 clusters Score -1439950 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1441554.000000 Penalty: 4424.645508
	Iteration 1F: 3 clusters Score -1441554 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1441797.750000 Penalty: 4424.645508
	Iteration 2F: 3 clusters Score -1441798 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1441941.625000 Penalty: 4424.645508
	Iteration 3Q: 3 clusters Score -1441942 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1442044.375000 Penalty: 4424.645508
	Iteration 4Q: 3 clusters Score -1442044 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1442112.750000 Penalty: 4424.645508
	Iteration 5Q: 3 clusters Score -1442113 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1442169.750000 Penalty: 4424.645508
	Iteration 6Q: 3 clusters Score -1442170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1442210.375000 Penalty: 4424.645508
	Iteration 7Q: 3 clusters Score -1442210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1442236.125000 Penalty: 4424.645508
	Iteration 8Q: 3 clusters Score -1442236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1442263.125000 Penalty: 4424.645508
	Iteration 9Q: 3 clusters Score -1442263 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1442283.500000 Penalty: 4424.645508
	Iteration 10Q: 3 clusters Score -1442284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1442309.000000 Penalty: 4424.645508
	Iteration 11Q: 3 clusters Score -1442309 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1442337.375000 Penalty: 4424.645508
	Iteration 12Q: 3 clusters Score -1442337 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1442371.875000 Penalty: 4424.645508
	Iteration 13Q: 3 clusters Score -1442372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1442405.875000 Penalty: 4424.645508
	Iteration 14Q: 3 clusters Score -1442406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1442453.125000 Penalty: 4424.645508
	Iteration 15Q: 3 clusters Score -1442453 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1442516.250000 Penalty: 4424.645508
	Iteration 16Q: 3 clusters Score -1442516 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1442582.000000 Penalty: 4424.645508
	Iteration 17Q: 3 clusters Score -1442582 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1442679.750000 Penalty: 4424.645508
	Iteration 18Q: 3 clusters Score -1442680 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1442798.375000 Penalty: 4424.645508
	Iteration 19Q: 3 clusters Score -1442798 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1442969.875000 Penalty: 4424.645508
	Iteration 20F: 3 clusters Score -1442970 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1443156.625000 Penalty: 4424.645508
	Iteration 21Q: 3 clusters Score -1443157 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1443350.000000 Penalty: 4424.645508
	Iteration 22Q: 3 clusters Score -1443350 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1443549.125000 Penalty: 4424.645508
	Iteration 23Q: 3 clusters Score -1443549 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1443734.000000 Penalty: 4424.645508
	Iteration 24Q: 3 clusters Score -1443734 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1443918.750000 Penalty: 4424.645508
	Iteration 25Q: 3 clusters Score -1443919 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1444087.875000 Penalty: 4424.645508
	Iteration 26Q: 3 clusters Score -1444088 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1444223.875000 Penalty: 4424.645508
	Iteration 27Q: 3 clusters Score -1444224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1444346.625000 Penalty: 4424.645508
	Iteration 28Q: 3 clusters Score -1444347 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1444426.000000 Penalty: 4424.645508
	Iteration 29Q: 3 clusters Score -1444426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1444490.625000 Penalty: 4424.645508
	Iteration 30Q: 3 clusters Score -1444491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1444544.250000 Penalty: 4424.645508
	Iteration 31Q: 3 clusters Score -1444544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1444575.500000 Penalty: 4424.645508
	Iteration 32Q: 3 clusters Score -1444576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1444598.000000 Penalty: 4424.645508
	Iteration 33Q: 3 clusters Score -1444598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1444614.625000 Penalty: 4424.645508
	Iteration 34Q: 3 clusters Score -1444615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1444621.750000 Penalty: 4424.645508
	Iteration 35Q: 3 clusters Score -1444622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1444632.875000 Penalty: 4424.645508
	Iteration 36Q: 3 clusters Score -1444633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1444636.000000 Penalty: 4424.645508
	Iteration 37Q: 3 clusters Score -1444636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1444639.500000 Penalty: 4424.645508
	Iteration 38Q: 3 clusters Score -1444640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1444642.625000 Penalty: 4424.645508
	Iteration 39Q: 3 clusters Score -1444643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1444641.625000 Penalty: 4424.645508
	Iteration 40F: 3 clusters Score -1444642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1444643.750000 Penalty: 4424.645508
	Iteration 41Q: 3 clusters Score -1444644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1444643.750000 Penalty: 4424.645508
	Iteration 42F: 3 clusters Score -1444644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (61236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Entering Unmasked Estep 
Score: -11429550.000000 Penalty: 2733.577637
	Iteration 0F: 2 clusters Score -1.142955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -11389792.000000 Penalty: 5467.155273
	Iteration 0F: 3 clusters Score -1.138979e+07 nChanged 28569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -11405535.000000 Penalty: 5467.155273
	Iteration 1F: 3 clusters Score -1.140554e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -11406089.000000 Penalty: 5467.155273
	Iteration 2Q: 3 clusters Score -1.140609e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -11406672.000000 Penalty: 5467.155273
	Iteration 3Q: 3 clusters Score -1.140667e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -11407255.000000 Penalty: 5467.155273
	Iteration 4Q: 3 clusters Score -1.140726e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -11408050.000000 Penalty: 5467.155273
	Iteration 5Q: 3 clusters Score -1.140805e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -11409050.000000 Penalty: 5467.155273
	Iteration 6Q: 3 clusters Score -1.140905e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -11410575.000000 Penalty: 5467.155273
	Iteration 7Q: 3 clusters Score -1.141058e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -11412938.000000 Penalty: 5467.155273
	Iteration 8F: 3 clusters Score -1.141294e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -11416095.000000 Penalty: 5467.155273
	Iteration 9F: 3 clusters Score -1.14161e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -11419672.000000 Penalty: 5467.155273
	Iteration 10F: 3 clusters Score -1.141967e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -11422810.000000 Penalty: 5467.155273
	Iteration 11F: 3 clusters Score -1.142281e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -11424995.000000 Penalty: 5467.155273
	Iteration 12Q: 3 clusters Score -1.1425e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -11425979.000000 Penalty: 5467.155273
	Iteration 13Q: 3 clusters Score -1.142598e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -11426548.000000 Penalty: 5467.155273
	Iteration 14Q: 3 clusters Score -1.142655e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -11426786.000000 Penalty: 5467.155273
	Iteration 15Q: 3 clusters Score -1.142679e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -11426945.000000 Penalty: 5467.155273
	Iteration 16Q: 3 clusters Score -1.142694e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -11427035.000000 Penalty: 5467.155273
	Iteration 17Q: 3 clusters Score -1.142704e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -11427119.000000 Penalty: 5467.155273
	Iteration 18Q: 3 clusters Score -1.142712e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -11427175.000000 Penalty: 5467.155273
	Iteration 19Q: 3 clusters Score -1.142718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -11427208.000000 Penalty: 5467.155273
	Iteration 20F: 3 clusters Score -1.142721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -11427217.000000 Penalty: 5467.155273
	Iteration 21Q: 3 clusters Score -1.142722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -11427223.000000 Penalty: 5467.155273
	Iteration 22Q: 3 clusters Score -1.142722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -11427248.000000 Penalty: 5467.155273
	Iteration 23Q: 3 clusters Score -1.142725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -11427254.000000 Penalty: 5467.155273
	Iteration 24Q: 3 clusters Score -1.142725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -11427268.000000 Penalty: 5467.155273
	Iteration 25Q: 3 clusters Score -1.142727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -11427276.000000 Penalty: 5467.155273
	Iteration 26Q: 3 clusters Score -1.142728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -11427284.000000 Penalty: 5467.155273
	Iteration 27Q: 3 clusters Score -1.142728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -11427280.000000 Penalty: 5467.155273
	Iteration 28Q: 3 clusters Score -1.142728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -11427283.000000 Penalty: 5467.155273
	Iteration 29Q: 3 clusters Score -1.142728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -11427285.000000 Penalty: 5467.155273
	Iteration 30Q: 3 clusters Score -1.142728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -11427282.000000 Penalty: 5467.155273
	Iteration 31Q: 3 clusters Score -1.142728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -11427283.000000 Penalty: 5467.155273
	Iteration 32Q: 3 clusters Score -1.142728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -11427283.000000 Penalty: 5467.155273
	Iteration 33F: 3 clusters Score -1.142728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 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 140 members 
Entering Unmasked Estep 
Score: -26672.273438 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26672.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26896.771484 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26896.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27065.474609 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -27065.47 nChanged 15
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: -27147.056641 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -27147.06 nChanged 5
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: -27200.240234 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27200.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27215.683594 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27215.68 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: -27251.511719 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27251.51 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: -27254.917969 Penalty: 2832.371582
	Iteration 7F: 3 clusters Score -27254.92 nChanged 1
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: -27287.033203 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -27287.03 nChanged 2
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: -27334.152344 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -27334.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27350.609375 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -27350.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27350.609375 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -27350.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Entering Unmasked Estep 
Score: -3029695.000000 Penalty: 2386.186768
	Iteration 0F: 2 clusters Score -3029695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3019110.250000 Penalty: 4772.373535
	Iteration 0F: 3 clusters Score -3019110 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3022433.750000 Penalty: 4772.373535
	Iteration 1F: 3 clusters Score -3022434 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3022833.250000 Penalty: 4772.373535
	Iteration 2F: 3 clusters Score -3022833 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3023101.250000 Penalty: 4772.373535
	Iteration 3Q: 3 clusters Score -3023101 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3023312.000000 Penalty: 4772.373535
	Iteration 4Q: 3 clusters Score -3023312 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3023477.000000 Penalty: 4772.373535
	Iteration 5Q: 3 clusters Score -3023477 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3023643.500000 Penalty: 4772.373535
	Iteration 6Q: 3 clusters Score -3023644 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3023815.500000 Penalty: 4772.373535
	Iteration 7Q: 3 clusters Score -3023816 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3023951.250000 Penalty: 4772.373535
	Iteration 8Q: 3 clusters Score -3023951 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3024089.000000 Penalty: 4772.373535
	Iteration 9Q: 3 clusters Score -3024089 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3024276.000000 Penalty: 4772.373535
	Iteration 10Q: 3 clusters Score -3024276 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3024495.000000 Penalty: 4772.373535
	Iteration 11Q: 3 clusters Score -3024495 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3024776.750000 Penalty: 4772.373535
	Iteration 12Q: 3 clusters Score -3024777 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3025102.750000 Penalty: 4772.373535
	Iteration 13Q: 3 clusters Score -3025103 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3025503.250000 Penalty: 4772.373535
	Iteration 14Q: 3 clusters Score -3025503 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3025888.500000 Penalty: 4772.373535
	Iteration 15Q: 3 clusters Score -3025888 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3026216.000000 Penalty: 4772.373535
	Iteration 16Q: 3 clusters Score -3026216 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3026478.750000 Penalty: 4772.373535
	Iteration 17Q: 3 clusters Score -3026479 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3026675.750000 Penalty: 4772.373535
	Iteration 18Q: 3 clusters Score -3026676 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3026827.250000 Penalty: 4772.373535
	Iteration 19Q: 3 clusters Score -3026827 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3026958.750000 Penalty: 4772.373535
	Iteration 20F: 3 clusters Score -3026959 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3027069.750000 Penalty: 4772.373535
	Iteration 21Q: 3 clusters Score -3027070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3027164.250000 Penalty: 4772.373535
	Iteration 22Q: 3 clusters Score -3027164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3027213.500000 Penalty: 4772.373535
	Iteration 23Q: 3 clusters Score -3027214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3027253.000000 Penalty: 4772.373535
	Iteration 24Q: 3 clusters Score -3027253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3027285.500000 Penalty: 4772.373535
	Iteration 25Q: 3 clusters Score -3027286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3027333.000000 Penalty: 4772.373535
	Iteration 26Q: 3 clusters Score -3027333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3027373.750000 Penalty: 4772.373535
	Iteration 27Q: 3 clusters Score -3027374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3027410.000000 Penalty: 4772.373535
	Iteration 28Q: 3 clusters Score -3027410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3027425.250000 Penalty: 4772.373535
	Iteration 29Q: 3 clusters Score -3027425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3027443.500000 Penalty: 4772.373535
	Iteration 30Q: 3 clusters Score -3027444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3027461.250000 Penalty: 4772.373535
	Iteration 31Q: 3 clusters Score -3027461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3027492.750000 Penalty: 4772.373535
	Iteration 32Q: 3 clusters Score -3027493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3027497.500000 Penalty: 4772.373535
	Iteration 33Q: 3 clusters Score -3027498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3027516.500000 Penalty: 4772.373535
	Iteration 34Q: 3 clusters Score -3027516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3027533.000000 Penalty: 4772.373535
	Iteration 35Q: 3 clusters Score -3027533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3027546.000000 Penalty: 4772.373535
	Iteration 36Q: 3 clusters Score -3027546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3027570.000000 Penalty: 4772.373535
	Iteration 37Q: 3 clusters Score -3027570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3027572.750000 Penalty: 4772.373535
	Iteration 38Q: 3 clusters Score -3027573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3027585.500000 Penalty: 4772.373535
	Iteration 39Q: 3 clusters Score -3027586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3027602.250000 Penalty: 4772.373535
	Iteration 40F: 3 clusters Score -3027602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3027611.000000 Penalty: 4772.373535
	Iteration 41Q: 3 clusters Score -3027611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3027620.250000 Penalty: 4772.373535
	Iteration 42Q: 3 clusters Score -3027620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3027623.500000 Penalty: 4772.373535
	Iteration 43Q: 3 clusters Score -3027624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3027635.250000 Penalty: 4772.373535
	Iteration 44Q: 3 clusters Score -3027635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3027650.500000 Penalty: 4772.373535
	Iteration 45Q: 3 clusters Score -3027650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3027660.000000 Penalty: 4772.373535
	Iteration 46Q: 3 clusters Score -3027660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3027665.250000 Penalty: 4772.373535
	Iteration 47Q: 3 clusters Score -3027665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3027668.500000 Penalty: 4772.373535
	Iteration 48Q: 3 clusters Score -3027668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3027672.250000 Penalty: 4772.373535
	Iteration 49Q: 3 clusters Score -3027672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3027678.250000 Penalty: 4772.373535
	Iteration 50Q: 3 clusters Score -3027678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3027676.500000 Penalty: 4772.373535
	Iteration 51Q: 3 clusters Score -3027676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3027682.750000 Penalty: 4772.373535
	Iteration 52Q: 3 clusters Score -3027683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3027679.750000 Penalty: 4772.373535
	Iteration 53Q: 3 clusters Score -3027680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3027681.000000 Penalty: 4772.373535
	Iteration 54Q: 3 clusters Score -3027681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3027681.000000 Penalty: 4772.373535
	Iteration 55F: 3 clusters Score -3027681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -499458.781250 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -499458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -496468.250000 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -496468.2 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -497026.125000 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -497026.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -497165.000000 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -497165 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -497277.875000 Penalty: 3909.440918
	Iteration 3Q: 3 clusters Score -497277.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -497362.562500 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -497362.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -497423.812500 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -497423.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -497477.625000 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -497477.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -497524.312500 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -497524.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -497570.906250 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -497570.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -497603.187500 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -497603.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -497636.500000 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -497636.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -497661.718750 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -497661.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -497681.468750 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -497681.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -497698.156250 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -497698.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -497707.562500 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -497707.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -497716.093750 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -497716.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -497723.656250 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -497723.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -497730.625000 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -497730.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -497736.093750 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -497736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -497739.625000 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -497739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -497740.125000 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -497740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -497741.781250 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -497741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -497741.781250 Penalty: 3909.440918
	Iteration 22F: 3 clusters Score -497741.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (42372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Entering Unmasked Estep 
Score: -8300320.500000 Penalty: 2642.252441
	Iteration 0F: 2 clusters Score -8300320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -8271884.000000 Penalty: 5284.504883
	Iteration 0F: 3 clusters Score -8271884 nChanged 19414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -8282470.500000 Penalty: 5284.504883
	Iteration 1F: 3 clusters Score -8282470 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -8282970.000000 Penalty: 5284.504883
	Iteration 2Q: 3 clusters Score -8282970 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8283465.000000 Penalty: 5284.504883
	Iteration 3Q: 3 clusters Score -8283465 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -8284029.500000 Penalty: 5284.504883
	Iteration 4Q: 3 clusters Score -8284030 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -8284700.500000 Penalty: 5284.504883
	Iteration 5Q: 3 clusters Score -8284700 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -8285527.000000 Penalty: 5284.504883
	Iteration 6Q: 3 clusters Score -8285527 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -8286342.500000 Penalty: 5284.504883
	Iteration 7Q: 3 clusters Score -8286342 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -8287172.500000 Penalty: 5284.504883
	Iteration 8Q: 3 clusters Score -8287172 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -8287944.500000 Penalty: 5284.504883
	Iteration 9Q: 3 clusters Score -8287944 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -8288614.500000 Penalty: 5284.504883
	Iteration 10Q: 3 clusters Score -8288614 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -8289249.000000 Penalty: 5284.504883
	Iteration 11Q: 3 clusters Score -8289249 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -8289812.000000 Penalty: 5284.504883
	Iteration 12Q: 3 clusters Score -8289812 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -8290327.000000 Penalty: 5284.504883
	Iteration 13Q: 3 clusters Score -8290327 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -8290891.500000 Penalty: 5284.504883
	Iteration 14Q: 3 clusters Score -8290892 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -8291426.500000 Penalty: 5284.504883
	Iteration 15Q: 3 clusters Score -8291426 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -8292074.500000 Penalty: 5284.504883
	Iteration 16Q: 3 clusters Score -8292074 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -8292863.000000 Penalty: 5284.504883
	Iteration 17Q: 3 clusters Score -8292863 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8293740.500000 Penalty: 5284.504883
	Iteration 18Q: 3 clusters Score -8293740 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -8294581.000000 Penalty: 5284.504883
	Iteration 19Q: 3 clusters Score -8294581 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -8295424.000000 Penalty: 5284.504883
	Iteration 20F: 3 clusters Score -8295424 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -8296126.500000 Penalty: 5284.504883
	Iteration 21Q: 3 clusters Score -8296126 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8296702.000000 Penalty: 5284.504883
	Iteration 22Q: 3 clusters Score -8296702 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8297151.000000 Penalty: 5284.504883
	Iteration 23Q: 3 clusters Score -8297151 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8297425.000000 Penalty: 5284.504883
	Iteration 24Q: 3 clusters Score -8297425 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8297642.500000 Penalty: 5284.504883
	Iteration 25Q: 3 clusters Score -8297642 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8297779.000000 Penalty: 5284.504883
	Iteration 26Q: 3 clusters Score -8297779 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8297875.000000 Penalty: 5284.504883
	Iteration 27Q: 3 clusters Score -8297875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8297942.000000 Penalty: 5284.504883
	Iteration 28Q: 3 clusters Score -8297942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8297984.500000 Penalty: 5284.504883
	Iteration 29Q: 3 clusters Score -8297984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8298012.500000 Penalty: 5284.504883
	Iteration 30Q: 3 clusters Score -8298012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8298035.500000 Penalty: 5284.504883
	Iteration 31Q: 3 clusters Score -8298036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8298043.000000 Penalty: 5284.504883
	Iteration 32Q: 3 clusters Score -8298043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8298049.500000 Penalty: 5284.504883
	Iteration 33Q: 3 clusters Score -8298050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8298056.000000 Penalty: 5284.504883
	Iteration 34Q: 3 clusters Score -8298056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8298069.500000 Penalty: 5284.504883
	Iteration 35Q: 3 clusters Score -8298070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8298072.500000 Penalty: 5284.504883
	Iteration 36Q: 3 clusters Score -8298072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8298089.000000 Penalty: 5284.504883
	Iteration 37Q: 3 clusters Score -8298089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8298092.000000 Penalty: 5284.504883
	Iteration 38Q: 3 clusters Score -8298092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8298107.000000 Penalty: 5284.504883
	Iteration 39Q: 3 clusters Score -8298107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8298102.500000 Penalty: 5284.504883
	Iteration 40F: 3 clusters Score -8298102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8298107.000000 Penalty: 5284.504883
	Iteration 41Q: 3 clusters Score -8298107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8298107.500000 Penalty: 5284.504883
	Iteration 42Q: 3 clusters Score -8298108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8298109.500000 Penalty: 5284.504883
	Iteration 43Q: 3 clusters Score -8298110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8298113.000000 Penalty: 5284.504883
	Iteration 44Q: 3 clusters Score -8298113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8298116.500000 Penalty: 5284.504883
	Iteration 45Q: 3 clusters Score -8298116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8298118.000000 Penalty: 5284.504883
	Iteration 46Q: 3 clusters Score -8298118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8298123.500000 Penalty: 5284.504883
	Iteration 47Q: 3 clusters Score -8298124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8298122.000000 Penalty: 5284.504883
	Iteration 48Q: 3 clusters Score -8298122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8298120.500000 Penalty: 5284.504883
	Iteration 49Q: 3 clusters Score -8298120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8298120.500000 Penalty: 5284.504883
	Iteration 50Q: 3 clusters Score -8298120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8298126.500000 Penalty: 5284.504883
	Iteration 51Q: 3 clusters Score -8298126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8298122.000000 Penalty: 5284.504883
	Iteration 52Q: 3 clusters Score -8298122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8298134.000000 Penalty: 5284.504883
	Iteration 53Q: 3 clusters Score -8298134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8298134.000000 Penalty: 5284.504883
	Iteration 54F: 3 clusters Score -8298134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 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 277 members 
Entering Unmasked Estep 
Score: -97691.140625 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97691.14 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97913.664062 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97913.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97989.789062 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -97989.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -98034.304688 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -98034.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -98080.718750 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -98080.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -98131.523438 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -98131.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98157.398438 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -98157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -98178.703125 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -98178.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98208.953125 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -98208.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98236.750000 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -98236.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98244.742188 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -98244.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98244.742188 Penalty: 3152.629395
	Iteration 11F: 3 clusters Score -98244.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -432382.781250 Penalty: 1935.353149
	Iteration 0F: 2 clusters Score -432382.8 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 1232 members 
Entering Unmasked Estep 
Score: -429513.843750 Penalty: 3870.706299
	Iteration 0F: 3 clusters Score -429513.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -430339.031250 Penalty: 3870.706299
	Iteration 1F: 3 clusters Score -430339 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -430780.500000 Penalty: 3870.706299
	Iteration 2F: 3 clusters Score -430780.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -431144.531250 Penalty: 3870.706299
	Iteration 3F: 3 clusters Score -431144.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -431444.031250 Penalty: 3870.706299
	Iteration 4F: 3 clusters Score -431444 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -431618.343750 Penalty: 3870.706299
	Iteration 5F: 3 clusters Score -431618.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -431726.281250 Penalty: 3870.706299
	Iteration 6Q: 3 clusters Score -431726.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -431794.906250 Penalty: 3870.706299
	Iteration 7Q: 3 clusters Score -431794.9 nChanged 36
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: -431834.250000 Penalty: 3870.706299
	Iteration 8Q: 3 clusters Score -431834.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -431879.500000 Penalty: 3870.706299
	Iteration 9Q: 3 clusters Score -431879.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -431913.343750 Penalty: 3870.706299
	Iteration 10Q: 3 clusters Score -431913.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -431940.875000 Penalty: 3870.706299
	Iteration 11Q: 3 clusters Score -431940.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -431955.343750 Penalty: 3870.706299
	Iteration 12Q: 3 clusters Score -431955.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -431975.531250 Penalty: 3870.706299
	Iteration 13Q: 3 clusters Score -431975.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -431996.625000 Penalty: 3870.706299
	Iteration 14Q: 3 clusters Score -431996.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -432013.125000 Penalty: 3870.706299
	Iteration 15Q: 3 clusters Score -432013.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -432025.093750 Penalty: 3870.706299
	Iteration 16Q: 3 clusters Score -432025.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -432037.625000 Penalty: 3870.706299
	Iteration 17Q: 3 clusters Score -432037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -432047.250000 Penalty: 3870.706299
	Iteration 18Q: 3 clusters Score -432047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -432052.093750 Penalty: 3870.706299
	Iteration 19Q: 3 clusters Score -432052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -432056.812500 Penalty: 3870.706299
	Iteration 20F: 3 clusters Score -432056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -432059.468750 Penalty: 3870.706299
	Iteration 21Q: 3 clusters Score -432059.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -432062.312500 Penalty: 3870.706299
	Iteration 22Q: 3 clusters Score -432062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -432064.125000 Penalty: 3870.706299
	Iteration 23Q: 3 clusters Score -432064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -432066.468750 Penalty: 3870.706299
	Iteration 24Q: 3 clusters Score -432066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -432068.093750 Penalty: 3870.706299
	Iteration 25Q: 3 clusters Score -432068.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -432068.093750 Penalty: 3870.706299
	Iteration 26F: 3 clusters Score -432068.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Entering Unmasked Estep 
Score: -4261699.000000 Penalty: 2458.618408
	Iteration 0F: 2 clusters Score -4261699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4249780.000000 Penalty: 4917.236816
	Iteration 0F: 3 clusters Score -4249780 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4254318.500000 Penalty: 4917.236816
	Iteration 1F: 3 clusters Score -4254318 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -4254623.000000 Penalty: 4917.236816
	Iteration 2Q: 3 clusters Score -4254623 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4254937.500000 Penalty: 4917.236816
	Iteration 3Q: 3 clusters Score -4254938 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -4255167.500000 Penalty: 4917.236816
	Iteration 4Q: 3 clusters Score -4255168 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -4255343.000000 Penalty: 4917.236816
	Iteration 5Q: 3 clusters Score -4255343 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4255515.500000 Penalty: 4917.236816
	Iteration 6Q: 3 clusters Score -4255516 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -4255683.000000 Penalty: 4917.236816
	Iteration 7Q: 3 clusters Score -4255683 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4255883.000000 Penalty: 4917.236816
	Iteration 8Q: 3 clusters Score -4255883 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -4256123.000000 Penalty: 4917.236816
	Iteration 9Q: 3 clusters Score -4256123 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -4256275.500000 Penalty: 4917.236816
	Iteration 10Q: 3 clusters Score -4256276 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -4256521.500000 Penalty: 4917.236816
	Iteration 11Q: 3 clusters Score -4256522 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4256847.500000 Penalty: 4917.236816
	Iteration 12Q: 3 clusters Score -4256848 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4257341.500000 Penalty: 4917.236816
	Iteration 13F: 3 clusters Score -4257342 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -4257845.000000 Penalty: 4917.236816
	Iteration 14F: 3 clusters Score -4257845 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4258286.500000 Penalty: 4917.236816
	Iteration 15Q: 3 clusters Score -4258286 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4258561.000000 Penalty: 4917.236816
	Iteration 16Q: 3 clusters Score -4258561 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4258763.500000 Penalty: 4917.236816
	Iteration 17Q: 3 clusters Score -4258764 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4258964.000000 Penalty: 4917.236816
	Iteration 18Q: 3 clusters Score -4258964 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4259126.000000 Penalty: 4917.236816
	Iteration 19Q: 3 clusters Score -4259126 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -4259252.500000 Penalty: 4917.236816
	Iteration 20F: 3 clusters Score -4259252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4259343.500000 Penalty: 4917.236816
	Iteration 21Q: 3 clusters Score -4259344 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4259405.500000 Penalty: 4917.236816
	Iteration 22Q: 3 clusters Score -4259406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4259452.500000 Penalty: 4917.236816
	Iteration 23Q: 3 clusters Score -4259452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4259499.000000 Penalty: 4917.236816
	Iteration 24Q: 3 clusters Score -4259499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4259519.500000 Penalty: 4917.236816
	Iteration 25Q: 3 clusters Score -4259520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4259527.500000 Penalty: 4917.236816
	Iteration 26Q: 3 clusters Score -4259528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4259542.000000 Penalty: 4917.236816
	Iteration 27Q: 3 clusters Score -4259542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4259548.000000 Penalty: 4917.236816
	Iteration 28Q: 3 clusters Score -4259548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4259549.000000 Penalty: 4917.236816
	Iteration 29Q: 3 clusters Score -4259549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4259553.500000 Penalty: 4917.236816
	Iteration 30Q: 3 clusters Score -4259554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4259558.000000 Penalty: 4917.236816
	Iteration 31Q: 3 clusters Score -4259558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4259572.000000 Penalty: 4917.236816
	Iteration 32Q: 3 clusters Score -4259572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4259572.000000 Penalty: 4917.236816
	Iteration 33F: 3 clusters Score -4259572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -1364298.500000 Penalty: 2202.074707
	Iteration 0F: 2 clusters Score -1364298 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 3613 members 
Entering Unmasked Estep 
Score: -1358384.875000 Penalty: 4404.149414
	Iteration 0F: 3 clusters Score -1358385 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1359838.875000 Penalty: 4404.149414
	Iteration 1F: 3 clusters Score -1359839 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1360061.250000 Penalty: 4404.149414
	Iteration 2F: 3 clusters Score -1360061 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1360206.000000 Penalty: 4404.149414
	Iteration 3Q: 3 clusters Score -1360206 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1360307.500000 Penalty: 4404.149414
	Iteration 4Q: 3 clusters Score -1360308 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1360374.000000 Penalty: 4404.149414
	Iteration 5Q: 3 clusters Score -1360374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1360430.875000 Penalty: 4404.149414
	Iteration 6Q: 3 clusters Score -1360431 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1360474.000000 Penalty: 4404.149414
	Iteration 7Q: 3 clusters Score -1360474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1360514.750000 Penalty: 4404.149414
	Iteration 8Q: 3 clusters Score -1360515 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1360546.375000 Penalty: 4404.149414
	Iteration 9Q: 3 clusters Score -1360546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1360569.750000 Penalty: 4404.149414
	Iteration 10Q: 3 clusters Score -1360570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1360594.750000 Penalty: 4404.149414
	Iteration 11Q: 3 clusters Score -1360595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1360617.750000 Penalty: 4404.149414
	Iteration 12Q: 3 clusters Score -1360618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1360639.500000 Penalty: 4404.149414
	Iteration 13Q: 3 clusters Score -1360640 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1360661.625000 Penalty: 4404.149414
	Iteration 14Q: 3 clusters Score -1360662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1360691.000000 Penalty: 4404.149414
	Iteration 15Q: 3 clusters Score -1360691 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1360721.750000 Penalty: 4404.149414
	Iteration 16Q: 3 clusters Score -1360722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1360767.875000 Penalty: 4404.149414
	Iteration 17Q: 3 clusters Score -1360768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1360813.125000 Penalty: 4404.149414
	Iteration 18Q: 3 clusters Score -1360813 nChanged 138
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: -1360874.500000 Penalty: 4404.149414
	Iteration 19Q: 3 clusters Score -1360874 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1360964.500000 Penalty: 4404.149414
	Iteration 20F: 3 clusters Score -1360964 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1361072.250000 Penalty: 4404.149414
	Iteration 21Q: 3 clusters Score -1361072 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1361190.750000 Penalty: 4404.149414
	Iteration 22Q: 3 clusters Score -1361191 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1361327.625000 Penalty: 4404.149414
	Iteration 23Q: 3 clusters Score -1361328 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1361459.000000 Penalty: 4404.149414
	Iteration 24Q: 3 clusters Score -1361459 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1361599.250000 Penalty: 4404.149414
	Iteration 25Q: 3 clusters Score -1361599 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1361719.375000 Penalty: 4404.149414
	Iteration 26Q: 3 clusters Score -1361719 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1361834.250000 Penalty: 4404.149414
	Iteration 27Q: 3 clusters Score -1361834 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1361940.500000 Penalty: 4404.149414
	Iteration 28Q: 3 clusters Score -1361940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1362030.250000 Penalty: 4404.149414
	Iteration 29Q: 3 clusters Score -1362030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1362086.625000 Penalty: 4404.149414
	Iteration 30Q: 3 clusters Score -1362087 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1362132.500000 Penalty: 4404.149414
	Iteration 31Q: 3 clusters Score -1362132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1362172.625000 Penalty: 4404.149414
	Iteration 32Q: 3 clusters Score -1362173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1362201.375000 Penalty: 4404.149414
	Iteration 33Q: 3 clusters Score -1362201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1362218.625000 Penalty: 4404.149414
	Iteration 34Q: 3 clusters Score -1362219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1362235.875000 Penalty: 4404.149414
	Iteration 35Q: 3 clusters Score -1362236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1362255.125000 Penalty: 4404.149414
	Iteration 36Q: 3 clusters Score -1362255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1362263.250000 Penalty: 4404.149414
	Iteration 37Q: 3 clusters Score -1362263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1362279.125000 Penalty: 4404.149414
	Iteration 38Q: 3 clusters Score -1362279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1362292.000000 Penalty: 4404.149414
	Iteration 39Q: 3 clusters Score -1362292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1362302.750000 Penalty: 4404.149414
	Iteration 40F: 3 clusters Score -1362303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1362313.625000 Penalty: 4404.149414
	Iteration 41Q: 3 clusters Score -1362314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1362321.750000 Penalty: 4404.149414
	Iteration 42Q: 3 clusters Score -1362322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1362330.125000 Penalty: 4404.149414
	Iteration 43Q: 3 clusters Score -1362330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1362335.125000 Penalty: 4404.149414
	Iteration 44Q: 3 clusters Score -1362335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1362344.250000 Penalty: 4404.149414
	Iteration 45Q: 3 clusters Score -1362344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1362353.000000 Penalty: 4404.149414
	Iteration 46Q: 3 clusters Score -1362353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1362359.875000 Penalty: 4404.149414
	Iteration 47Q: 3 clusters Score -1362360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1362362.250000 Penalty: 4404.149414
	Iteration 48Q: 3 clusters Score -1362362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1362364.500000 Penalty: 4404.149414
	Iteration 49Q: 3 clusters Score -1362364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1362366.000000 Penalty: 4404.149414
	Iteration 50Q: 3 clusters Score -1362366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1362367.750000 Penalty: 4404.149414
	Iteration 51Q: 3 clusters Score -1362368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1362367.750000 Penalty: 4404.149414
	Iteration 52F: 3 clusters Score -1362368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -591294.312500 Penalty: 1997.364014
	Iteration 0F: 2 clusters Score -591294.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -587991.250000 Penalty: 3994.728027
	Iteration 0F: 3 clusters Score -587991.2 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -588698.812500 Penalty: 3994.728027
	Iteration 1F: 3 clusters Score -588698.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -588891.500000 Penalty: 3994.728027
	Iteration 2F: 3 clusters Score -588891.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -589014.000000 Penalty: 3994.728027
	Iteration 3F: 3 clusters Score -589014 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -589105.562500 Penalty: 3994.728027
	Iteration 4Q: 3 clusters Score -589105.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -589186.312500 Penalty: 3994.728027
	Iteration 5Q: 3 clusters Score -589186.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -589254.812500 Penalty: 3994.728027
	Iteration 6Q: 3 clusters Score -589254.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -589304.687500 Penalty: 3994.728027
	Iteration 7Q: 3 clusters Score -589304.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -589345.375000 Penalty: 3994.728027
	Iteration 8Q: 3 clusters Score -589345.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -589372.437500 Penalty: 3994.728027
	Iteration 9Q: 3 clusters Score -589372.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -589395.312500 Penalty: 3994.728027
	Iteration 10Q: 3 clusters Score -589395.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -589419.000000 Penalty: 3994.728027
	Iteration 11Q: 3 clusters Score -589419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -589439.750000 Penalty: 3994.728027
	Iteration 12Q: 3 clusters Score -589439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -589455.375000 Penalty: 3994.728027
	Iteration 13Q: 3 clusters Score -589455.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -589471.937500 Penalty: 3994.728027
	Iteration 14Q: 3 clusters Score -589471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -589481.687500 Penalty: 3994.728027
	Iteration 15Q: 3 clusters Score -589481.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -589491.687500 Penalty: 3994.728027
	Iteration 16Q: 3 clusters Score -589491.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -589499.375000 Penalty: 3994.728027
	Iteration 17Q: 3 clusters Score -589499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -589501.250000 Penalty: 3994.728027
	Iteration 18Q: 3 clusters Score -589501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -589505.062500 Penalty: 3994.728027
	Iteration 19Q: 3 clusters Score -589505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -589507.375000 Penalty: 3994.728027
	Iteration 20F: 3 clusters Score -589507.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -589511.312500 Penalty: 3994.728027
	Iteration 21Q: 3 clusters Score -589511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -589517.937500 Penalty: 3994.728027
	Iteration 22Q: 3 clusters Score -589517.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -589523.375000 Penalty: 3994.728027
	Iteration 23Q: 3 clusters Score -589523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -589529.187500 Penalty: 3994.728027
	Iteration 24Q: 3 clusters Score -589529.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -589533.687500 Penalty: 3994.728027
	Iteration 25Q: 3 clusters Score -589533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -589535.437500 Penalty: 3994.728027
	Iteration 26Q: 3 clusters Score -589535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -589536.437500 Penalty: 3994.728027
	Iteration 27Q: 3 clusters Score -589536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -589539.562500 Penalty: 3994.728027
	Iteration 28Q: 3 clusters Score -589539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -589540.625000 Penalty: 3994.728027
	Iteration 29Q: 3 clusters Score -589540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -589543.500000 Penalty: 3994.728027
	Iteration 30Q: 3 clusters Score -589543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -589548.687500 Penalty: 3994.728027
	Iteration 31Q: 3 clusters Score -589548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -589551.000000 Penalty: 3994.728027
	Iteration 32Q: 3 clusters Score -589551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -589551.125000 Penalty: 3994.728027
	Iteration 33Q: 3 clusters Score -589551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -589553.312500 Penalty: 3994.728027
	Iteration 34Q: 3 clusters Score -589553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -589555.875000 Penalty: 3994.728027
	Iteration 35Q: 3 clusters Score -589555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -589557.312500 Penalty: 3994.728027
	Iteration 36Q: 3 clusters Score -589557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -589558.750000 Penalty: 3994.728027
	Iteration 37Q: 3 clusters Score -589558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -589559.562500 Penalty: 3994.728027
	Iteration 38Q: 3 clusters Score -589559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -589559.562500 Penalty: 3994.728027
	Iteration 39F: 3 clusters Score -589559.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (15249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Entering Unmasked Estep 
Score: -3182098.000000 Penalty: 2388.802734
	Iteration 0F: 2 clusters Score -3182098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3171341.500000 Penalty: 4777.605469
	Iteration 0F: 3 clusters Score -3171342 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3174795.000000 Penalty: 4777.605469
	Iteration 1F: 3 clusters Score -3174795 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3175138.000000 Penalty: 4777.605469
	Iteration 2F: 3 clusters Score -3175138 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3175418.500000 Penalty: 4777.605469
	Iteration 3Q: 3 clusters Score -3175418 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3175699.500000 Penalty: 4777.605469
	Iteration 4Q: 3 clusters Score -3175700 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3176000.000000 Penalty: 4777.605469
	Iteration 5Q: 3 clusters Score -3176000 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3176331.500000 Penalty: 4777.605469
	Iteration 6Q: 3 clusters Score -3176332 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3176687.000000 Penalty: 4777.605469
	Iteration 7Q: 3 clusters Score -3176687 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3177073.250000 Penalty: 4777.605469
	Iteration 8Q: 3 clusters Score -3177073 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3177536.000000 Penalty: 4777.605469
	Iteration 9Q: 3 clusters Score -3177536 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3178055.500000 Penalty: 4777.605469
	Iteration 10Q: 3 clusters Score -3178056 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3178563.000000 Penalty: 4777.605469
	Iteration 11Q: 3 clusters Score -3178563 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3178971.000000 Penalty: 4777.605469
	Iteration 12Q: 3 clusters Score -3178971 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3179229.750000 Penalty: 4777.605469
	Iteration 13Q: 3 clusters Score -3179230 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3179408.250000 Penalty: 4777.605469
	Iteration 14Q: 3 clusters Score -3179408 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3179560.250000 Penalty: 4777.605469
	Iteration 15Q: 3 clusters Score -3179560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3179670.750000 Penalty: 4777.605469
	Iteration 16Q: 3 clusters Score -3179671 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3179729.500000 Penalty: 4777.605469
	Iteration 17Q: 3 clusters Score -3179730 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3179794.000000 Penalty: 4777.605469
	Iteration 18Q: 3 clusters Score -3179794 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3179813.000000 Penalty: 4777.605469
	Iteration 19Q: 3 clusters Score -3179813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3179858.500000 Penalty: 4777.605469
	Iteration 20F: 3 clusters Score -3179858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3179887.750000 Penalty: 4777.605469
	Iteration 21Q: 3 clusters Score -3179888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3179909.000000 Penalty: 4777.605469
	Iteration 22Q: 3 clusters Score -3179909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3179929.750000 Penalty: 4777.605469
	Iteration 23Q: 3 clusters Score -3179930 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3179941.000000 Penalty: 4777.605469
	Iteration 24Q: 3 clusters Score -3179941 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3179954.750000 Penalty: 4777.605469
	Iteration 25Q: 3 clusters Score -3179955 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3179975.250000 Penalty: 4777.605469
	Iteration 26Q: 3 clusters Score -3179975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3179992.750000 Penalty: 4777.605469
	Iteration 27Q: 3 clusters Score -3179993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3179996.500000 Penalty: 4777.605469
	Iteration 28Q: 3 clusters Score -3179996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3180013.000000 Penalty: 4777.605469
	Iteration 29Q: 3 clusters Score -3180013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -3180031.000000 Penalty: 4777.605469
	Iteration 30Q: 3 clusters Score -3180031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3180033.500000 Penalty: 4777.605469
	Iteration 31Q: 3 clusters Score -3180034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3180042.250000 Penalty: 4777.605469
	Iteration 32Q: 3 clusters Score -3180042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3180045.750000 Penalty: 4777.605469
	Iteration 33Q: 3 clusters Score -3180046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3180047.000000 Penalty: 4777.605469
	Iteration 34Q: 3 clusters Score -3180047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3180069.500000 Penalty: 4777.605469
	Iteration 35Q: 3 clusters Score -3180070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3180075.000000 Penalty: 4777.605469
	Iteration 36Q: 3 clusters Score -3180075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3180081.750000 Penalty: 4777.605469
	Iteration 37Q: 3 clusters Score -3180082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3180082.000000 Penalty: 4777.605469
	Iteration 38Q: 3 clusters Score -3180082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3180089.000000 Penalty: 4777.605469
	Iteration 39Q: 3 clusters Score -3180089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3180096.000000 Penalty: 4777.605469
	Iteration 40F: 3 clusters Score -3180096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3180102.000000 Penalty: 4777.605469
	Iteration 41Q: 3 clusters Score -3180102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3180109.500000 Penalty: 4777.605469
	Iteration 42Q: 3 clusters Score -3180110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3180112.500000 Penalty: 4777.605469
	Iteration 43Q: 3 clusters Score -3180112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3180112.250000 Penalty: 4777.605469
	Iteration 44Q: 3 clusters Score -3180112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3180118.500000 Penalty: 4777.605469
	Iteration 45Q: 3 clusters Score -3180118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3180120.750000 Penalty: 4777.605469
	Iteration 46Q: 3 clusters Score -3180121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3180127.250000 Penalty: 4777.605469
	Iteration 47Q: 3 clusters Score -3180127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3180124.500000 Penalty: 4777.605469
	Iteration 48Q: 3 clusters Score -3180124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3180126.250000 Penalty: 4777.605469
	Iteration 49Q: 3 clusters Score -3180126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3180131.500000 Penalty: 4777.605469
	Iteration 50Q: 3 clusters Score -3180132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3180139.000000 Penalty: 4777.605469
	Iteration 51Q: 3 clusters Score -3180139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3180145.000000 Penalty: 4777.605469
	Iteration 52Q: 3 clusters Score -3180145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3180147.500000 Penalty: 4777.605469
	Iteration 53Q: 3 clusters Score -3180148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3180158.750000 Penalty: 4777.605469
	Iteration 54Q: 3 clusters Score -3180159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3180167.250000 Penalty: 4777.605469
	Iteration 55Q: 3 clusters Score -3180167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3180157.500000 Penalty: 4777.605469
	Iteration 56Q: 3 clusters Score -3180158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3180171.750000 Penalty: 4777.605469
	Iteration 57Q: 3 clusters Score -3180172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3180176.750000 Penalty: 4777.605469
	Iteration 58Q: 3 clusters Score -3180177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3180173.500000 Penalty: 4777.605469
	Iteration 59Q: 3 clusters Score -3180174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3180178.500000 Penalty: 4777.605469
	Iteration 60F: 3 clusters Score -3180178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3180185.000000 Penalty: 4777.605469
	Iteration 61Q: 3 clusters Score -3180185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3180182.250000 Penalty: 4777.605469
	Iteration 62Q: 3 clusters Score -3180182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3180185.250000 Penalty: 4777.605469
	Iteration 63Q: 3 clusters Score -3180185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3180195.250000 Penalty: 4777.605469
	Iteration 64Q: 3 clusters Score -3180195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3180201.500000 Penalty: 4777.605469
	Iteration 65Q: 3 clusters Score -3180202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3180199.750000 Penalty: 4777.605469
	Iteration 66Q: 3 clusters Score -3180200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3180197.000000 Penalty: 4777.605469
	Iteration 67Q: 3 clusters Score -3180197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3180201.750000 Penalty: 4777.605469
	Iteration 68Q: 3 clusters Score -3180202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3180213.750000 Penalty: 4777.605469
	Iteration 69Q: 3 clusters Score -3180214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3180210.750000 Penalty: 4777.605469
	Iteration 70Q: 3 clusters Score -3180211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3180219.250000 Penalty: 4777.605469
	Iteration 71Q: 3 clusters Score -3180219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3180214.500000 Penalty: 4777.605469
	Iteration 72Q: 3 clusters Score -3180214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3180228.500000 Penalty: 4777.605469
	Iteration 73Q: 3 clusters Score -3180228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3180224.250000 Penalty: 4777.605469
	Iteration 74Q: 3 clusters Score -3180224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3180223.000000 Penalty: 4777.605469
	Iteration 75Q: 3 clusters Score -3180223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3180226.750000 Penalty: 4777.605469
	Iteration 76Q: 3 clusters Score -3180227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3180230.250000 Penalty: 4777.605469
	Iteration 77Q: 3 clusters Score -3180230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3180232.750000 Penalty: 4777.605469
	Iteration 78Q: 3 clusters Score -3180233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3180232.000000 Penalty: 4777.605469
	Iteration 79Q: 3 clusters Score -3180232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3180230.750000 Penalty: 4777.605469
	Iteration 80F: 3 clusters Score -3180231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3180230.000000 Penalty: 4777.605469
	Iteration 81Q: 3 clusters Score -3180230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3180232.250000 Penalty: 4777.605469
	Iteration 82Q: 3 clusters Score -3180232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3180232.250000 Penalty: 4777.605469
	Iteration 83Q: 3 clusters Score -3180232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3180237.000000 Penalty: 4777.605469
	Iteration 84Q: 3 clusters Score -3180237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3180235.750000 Penalty: 4777.605469
	Iteration 85Q: 3 clusters Score -3180236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3180238.000000 Penalty: 4777.605469
	Iteration 86Q: 3 clusters Score -3180238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3180234.500000 Penalty: 4777.605469
	Iteration 87Q: 3 clusters Score -3180234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3180235.000000 Penalty: 4777.605469
	Iteration 88Q: 3 clusters Score -3180235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3180237.750000 Penalty: 4777.605469
	Iteration 89Q: 3 clusters Score -3180238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3180237.750000 Penalty: 4777.605469
	Iteration 90F: 3 clusters Score -3180238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (27242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Entering Unmasked Estep 
Score: -5311196.000000 Penalty: 2532.703613
	Iteration 0F: 2 clusters Score -5311196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -5292783.000000 Penalty: 5065.407227
	Iteration 0F: 3 clusters Score -5292783 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -5299389.500000 Penalty: 5065.407227
	Iteration 1F: 3 clusters Score -5299390 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -5299823.000000 Penalty: 5065.407227
	Iteration 2F: 3 clusters Score -5299823 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -5300273.000000 Penalty: 5065.407227
	Iteration 3Q: 3 clusters Score -5300273 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -5300841.000000 Penalty: 5065.407227
	Iteration 4Q: 3 clusters Score -5300841 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -5301482.500000 Penalty: 5065.407227
	Iteration 5Q: 3 clusters Score -5301482 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -5302372.500000 Penalty: 5065.407227
	Iteration 6F: 3 clusters Score -5302372 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -5303470.500000 Penalty: 5065.407227
	Iteration 7F: 3 clusters Score -5303470 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -5304669.500000 Penalty: 5065.407227
	Iteration 8F: 3 clusters Score -5304670 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5305820.000000 Penalty: 5065.407227
	Iteration 9F: 3 clusters Score -5305820 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5306831.500000 Penalty: 5065.407227
	Iteration 10Q: 3 clusters Score -5306832 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -5307527.500000 Penalty: 5065.407227
	Iteration 11Q: 3 clusters Score -5307528 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -5308030.000000 Penalty: 5065.407227
	Iteration 12Q: 3 clusters Score -5308030 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5308268.000000 Penalty: 5065.407227
	Iteration 13Q: 3 clusters Score -5308268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5308469.500000 Penalty: 5065.407227
	Iteration 14Q: 3 clusters Score -5308470 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5308583.000000 Penalty: 5065.407227
	Iteration 15Q: 3 clusters Score -5308583 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -5308675.500000 Penalty: 5065.407227
	Iteration 16Q: 3 clusters Score -5308676 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5308762.500000 Penalty: 5065.407227
	Iteration 17Q: 3 clusters Score -5308762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -5308799.000000 Penalty: 5065.407227
	Iteration 18Q: 3 clusters Score -5308799 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -5308857.000000 Penalty: 5065.407227
	Iteration 19Q: 3 clusters Score -5308857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5308874.000000 Penalty: 5065.407227
	Iteration 20F: 3 clusters Score -5308874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -5308920.500000 Penalty: 5065.407227
	Iteration 21Q: 3 clusters Score -5308920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5308936.000000 Penalty: 5065.407227
	Iteration 22Q: 3 clusters Score -5308936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -5308959.000000 Penalty: 5065.407227
	Iteration 23Q: 3 clusters Score -5308959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -5308977.000000 Penalty: 5065.407227
	Iteration 24Q: 3 clusters Score -5308977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5308976.500000 Penalty: 5065.407227
	Iteration 25Q: 3 clusters Score -5308976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5308977.500000 Penalty: 5065.407227
	Iteration 26Q: 3 clusters Score -5308978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -5308987.500000 Penalty: 5065.407227
	Iteration 27Q: 3 clusters Score -5308988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -5308993.000000 Penalty: 5065.407227
	Iteration 28Q: 3 clusters Score -5308993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -5309001.000000 Penalty: 5065.407227
	Iteration 29Q: 3 clusters Score -5309001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -5309009.000000 Penalty: 5065.407227
	Iteration 30Q: 3 clusters Score -5309009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5309007.000000 Penalty: 5065.407227
	Iteration 31Q: 3 clusters Score -5309007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -5309013.500000 Penalty: 5065.407227
	Iteration 32Q: 3 clusters Score -5309014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5309022.000000 Penalty: 5065.407227
	Iteration 33Q: 3 clusters Score -5309022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -5309025.000000 Penalty: 5065.407227
	Iteration 34Q: 3 clusters Score -5309025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -5309026.500000 Penalty: 5065.407227
	Iteration 35Q: 3 clusters Score -5309026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -5309023.500000 Penalty: 5065.407227
	Iteration 36Q: 3 clusters Score -5309024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5309030.000000 Penalty: 5065.407227
	Iteration 37Q: 3 clusters Score -5309030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -5309041.000000 Penalty: 5065.407227
	Iteration 38Q: 3 clusters Score -5309041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -5309045.500000 Penalty: 5065.407227
	Iteration 39Q: 3 clusters Score -5309046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -5309042.500000 Penalty: 5065.407227
	Iteration 40F: 3 clusters Score -5309042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -5309046.000000 Penalty: 5065.407227
	Iteration 41Q: 3 clusters Score -5309046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -5309053.500000 Penalty: 5065.407227
	Iteration 42Q: 3 clusters Score -5309054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5309050.500000 Penalty: 5065.407227
	Iteration 43Q: 3 clusters Score -5309050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -5309052.500000 Penalty: 5065.407227
	Iteration 44Q: 3 clusters Score -5309052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -5309050.500000 Penalty: 5065.407227
	Iteration 45Q: 3 clusters Score -5309050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -5309050.000000 Penalty: 5065.407227
	Iteration 46Q: 3 clusters Score -5309050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -5309046.500000 Penalty: 5065.407227
	Iteration 47Q: 3 clusters Score -5309046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -5309056.500000 Penalty: 5065.407227
	Iteration 48Q: 3 clusters Score -5309056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -5309060.500000 Penalty: 5065.407227
	Iteration 49Q: 3 clusters Score -5309060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5309055.000000 Penalty: 5065.407227
	Iteration 50Q: 3 clusters Score -5309055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -5309055.500000 Penalty: 5065.407227
	Iteration 51Q: 3 clusters Score -5309056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -5309055.000000 Penalty: 5065.407227
	Iteration 52Q: 3 clusters Score -5309055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -5309055.500000 Penalty: 5065.407227
	Iteration 53Q: 3 clusters Score -5309056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -5309053.500000 Penalty: 5065.407227
	Iteration 54Q: 3 clusters Score -5309054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5309058.000000 Penalty: 5065.407227
	Iteration 55Q: 3 clusters Score -5309058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -5309055.500000 Penalty: 5065.407227
	Iteration 56Q: 3 clusters Score -5309056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -5309059.500000 Penalty: 5065.407227
	Iteration 57Q: 3 clusters Score -5309060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5309062.500000 Penalty: 5065.407227
	Iteration 58Q: 3 clusters Score -5309062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -5309063.000000 Penalty: 5065.407227
	Iteration 59Q: 3 clusters Score -5309063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -5309057.500000 Penalty: 5065.407227
	Iteration 60F: 3 clusters Score -5309058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5309064.000000 Penalty: 5065.407227
	Iteration 61Q: 3 clusters Score -5309064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -5309060.500000 Penalty: 5065.407227
	Iteration 62Q: 3 clusters Score -5309060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5309066.000000 Penalty: 5065.407227
	Iteration 63Q: 3 clusters Score -5309066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5309074.000000 Penalty: 5065.407227
	Iteration 64Q: 3 clusters Score -5309074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5309078.000000 Penalty: 5065.407227
	Iteration 65Q: 3 clusters Score -5309078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5309072.000000 Penalty: 5065.407227
	Iteration 66Q: 3 clusters Score -5309072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5309076.500000 Penalty: 5065.407227
	Iteration 67Q: 3 clusters Score -5309076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -5309081.000000 Penalty: 5065.407227
	Iteration 68Q: 3 clusters Score -5309081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -5309079.500000 Penalty: 5065.407227
	Iteration 69Q: 3 clusters Score -5309080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -5309084.000000 Penalty: 5065.407227
	Iteration 70Q: 3 clusters Score -5309084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5309087.000000 Penalty: 5065.407227
	Iteration 71Q: 3 clusters Score -5309087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -5309085.500000 Penalty: 5065.407227
	Iteration 72Q: 3 clusters Score -5309086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5309085.000000 Penalty: 5065.407227
	Iteration 73Q: 3 clusters Score -5309085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -5309085.500000 Penalty: 5065.407227
	Iteration 74Q: 3 clusters Score -5309086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -5309078.000000 Penalty: 5065.407227
	Iteration 75Q: 3 clusters Score -5309078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5309087.500000 Penalty: 5065.407227
	Iteration 76Q: 3 clusters Score -5309088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -5309086.000000 Penalty: 5065.407227
	Iteration 77Q: 3 clusters Score -5309086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -5309089.000000 Penalty: 5065.407227
	Iteration 78Q: 3 clusters Score -5309089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5309087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -5309082.500000 Penalty: 5065.407227
	Iteration 80F: 3 clusters Score -5309082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (20018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20018 members 
Entering Unmasked Estep 
Score: -3911510.500000 Penalty: 2456.288086
	Iteration 0F: 2 clusters Score -3911510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3897509.750000 Penalty: 4912.576172
	Iteration 0F: 3 clusters Score -3897510 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3902234.500000 Penalty: 4912.576172
	Iteration 1F: 3 clusters Score -3902234 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3902660.750000 Penalty: 4912.576172
	Iteration 2F: 3 clusters Score -3902661 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3903037.750000 Penalty: 4912.576172
	Iteration 3Q: 3 clusters Score -3903038 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3903455.000000 Penalty: 4912.576172
	Iteration 4Q: 3 clusters Score -3903455 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3903909.250000 Penalty: 4912.576172
	Iteration 5Q: 3 clusters Score -3903909 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3904413.500000 Penalty: 4912.576172
	Iteration 6Q: 3 clusters Score -3904414 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3904994.750000 Penalty: 4912.576172
	Iteration 7Q: 3 clusters Score -3904995 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3905695.250000 Penalty: 4912.576172
	Iteration 8Q: 3 clusters Score -3905695 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3906624.000000 Penalty: 4912.576172
	Iteration 9F: 3 clusters Score -3906624 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3907564.500000 Penalty: 4912.576172
	Iteration 10F: 3 clusters Score -3907564 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3908211.750000 Penalty: 4912.576172
	Iteration 11Q: 3 clusters Score -3908212 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3908550.250000 Penalty: 4912.576172
	Iteration 12Q: 3 clusters Score -3908550 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3908705.000000 Penalty: 4912.576172
	Iteration 13Q: 3 clusters Score -3908705 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3908796.000000 Penalty: 4912.576172
	Iteration 14Q: 3 clusters Score -3908796 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3908880.750000 Penalty: 4912.576172
	Iteration 15Q: 3 clusters Score -3908881 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3908938.750000 Penalty: 4912.576172
	Iteration 16Q: 3 clusters Score -3908939 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3908967.750000 Penalty: 4912.576172
	Iteration 17Q: 3 clusters Score -3908968 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3908997.500000 Penalty: 4912.576172
	Iteration 18Q: 3 clusters Score -3908998 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3909009.750000 Penalty: 4912.576172
	Iteration 19Q: 3 clusters Score -3909010 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3909011.750000 Penalty: 4912.576172
	Iteration 20F: 3 clusters Score -3909012 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3909035.000000 Penalty: 4912.576172
	Iteration 21Q: 3 clusters Score -3909035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3909037.500000 Penalty: 4912.576172
	Iteration 22Q: 3 clusters Score -3909038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -3909043.250000 Penalty: 4912.576172
	Iteration 23Q: 3 clusters Score -3909043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3909048.000000 Penalty: 4912.576172
	Iteration 24Q: 3 clusters Score -3909048 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3909062.750000 Penalty: 4912.576172
	Iteration 25Q: 3 clusters Score -3909063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3909054.250000 Penalty: 4912.576172
	Iteration 26Q: 3 clusters Score -3909054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3909051.750000 Penalty: 4912.576172
	Iteration 27Q: 3 clusters Score -3909052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3909058.500000 Penalty: 4912.576172
	Iteration 28Q: 3 clusters Score -3909058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3909071.500000 Penalty: 4912.576172
	Iteration 29Q: 3 clusters Score -3909072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3909065.250000 Penalty: 4912.576172
	Iteration 30Q: 3 clusters Score -3909065 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3909065.250000 Penalty: 4912.576172
	Iteration 31Q: 3 clusters Score -3909065 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3909066.000000 Penalty: 4912.576172
	Iteration 32Q: 3 clusters Score -3909066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3909068.500000 Penalty: 4912.576172
	Iteration 33Q: 3 clusters Score -3909068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3909068.250000 Penalty: 4912.576172
	Iteration 34Q: 3 clusters Score -3909068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3909066.250000 Penalty: 4912.576172
	Iteration 35Q: 3 clusters Score -3909066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -3909066.500000 Penalty: 4912.576172
	Iteration 36Q: 3 clusters Score -3909066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3909055.000000 Penalty: 4912.576172
	Iteration 37Q: 3 clusters Score -3909055 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3909068.000000 Penalty: 4912.576172
	Iteration 38Q: 3 clusters Score -3909068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3909076.750000 Penalty: 4912.576172
	Iteration 39Q: 3 clusters Score -3909077 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3909074.750000 Penalty: 4912.576172
	Iteration 40F: 3 clusters Score -3909075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3909064.750000 Penalty: 4912.576172
	Iteration 41Q: 3 clusters Score -3909065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3909086.750000 Penalty: 4912.576172
	Iteration 42Q: 3 clusters Score -3909087 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3909094.500000 Penalty: 4912.576172
	Iteration 43Q: 3 clusters Score -3909094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3909093.250000 Penalty: 4912.576172
	Iteration 44Q: 3 clusters Score -3909093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3909089.000000 Penalty: 4912.576172
	Iteration 45Q: 3 clusters Score -3909089 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3909095.500000 Penalty: 4912.576172
	Iteration 46Q: 3 clusters Score -3909096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3909088.500000 Penalty: 4912.576172
	Iteration 47Q: 3 clusters Score -3909088 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3909104.000000 Penalty: 4912.576172
	Iteration 48Q: 3 clusters Score -3909104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3909108.500000 Penalty: 4912.576172
	Iteration 49Q: 3 clusters Score -3909108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3909108.000000 Penalty: 4912.576172
	Iteration 50Q: 3 clusters Score -3909108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3909106.000000 Penalty: 4912.576172
	Iteration 51Q: 3 clusters Score -3909106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3909103.250000 Penalty: 4912.576172
	Iteration 52Q: 3 clusters Score -3909103 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3909104.500000 Penalty: 4912.576172
	Iteration 53Q: 3 clusters Score -3909104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3909096.250000 Penalty: 4912.576172
	Iteration 54Q: 3 clusters Score -3909096 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3909116.750000 Penalty: 4912.576172
	Iteration 55Q: 3 clusters Score -3909117 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3909163.000000 Penalty: 4912.576172
	Iteration 56Q: 3 clusters Score -3909163 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3909177.250000 Penalty: 4912.576172
	Iteration 57Q: 3 clusters Score -3909177 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3909199.750000 Penalty: 4912.576172
	Iteration 58Q: 3 clusters Score -3909200 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3909243.000000 Penalty: 4912.576172
	Iteration 59Q: 3 clusters Score -3909243 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3909293.500000 Penalty: 4912.576172
	Iteration 60F: 3 clusters Score -3909294 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3909285.500000 Penalty: 4912.576172
	Iteration 61Q: 3 clusters Score -3909286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3909303.750000 Penalty: 4912.576172
	Iteration 62Q: 3 clusters Score -3909304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3909307.500000 Penalty: 4912.576172
	Iteration 63Q: 3 clusters Score -3909308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3909297.750000 Penalty: 4912.576172
	Iteration 64Q: 3 clusters Score -3909298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3909315.000000 Penalty: 4912.576172
	Iteration 65Q: 3 clusters Score -3909315 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3909332.750000 Penalty: 4912.576172
	Iteration 66Q: 3 clusters Score -3909333 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3909345.250000 Penalty: 4912.576172
	Iteration 67Q: 3 clusters Score -3909345 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3909330.500000 Penalty: 4912.576172
	Iteration 68Q: 3 clusters Score -3909330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3909342.500000 Penalty: 4912.576172
	Iteration 69Q: 3 clusters Score -3909342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3909350.500000 Penalty: 4912.576172
	Iteration 70Q: 3 clusters Score -3909350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3909366.500000 Penalty: 4912.576172
	Iteration 71Q: 3 clusters Score -3909366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3909370.250000 Penalty: 4912.576172
	Iteration 72Q: 3 clusters Score -3909370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3909378.500000 Penalty: 4912.576172
	Iteration 73Q: 3 clusters Score -3909378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3909378.250000 Penalty: 4912.576172
	Iteration 74Q: 3 clusters Score -3909378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3909376.500000 Penalty: 4912.576172
	Iteration 75Q: 3 clusters Score -3909376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3909370.750000 Penalty: 4912.576172
	Iteration 76Q: 3 clusters Score -3909371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3909379.000000 Penalty: 4912.576172
	Iteration 77Q: 3 clusters Score -3909379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3909380.000000 Penalty: 4912.576172
	Iteration 78Q: 3 clusters Score -3909380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3909374.750000 Penalty: 4912.576172
	Iteration 79Q: 3 clusters Score -3909375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3909382.250000 Penalty: 4912.576172
	Iteration 80F: 3 clusters Score -3909382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3909392.750000 Penalty: 4912.576172
	Iteration 81Q: 3 clusters Score -3909393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3909387.500000 Penalty: 4912.576172
	Iteration 82Q: 3 clusters Score -3909388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3909378.500000 Penalty: 4912.576172
	Iteration 83Q: 3 clusters Score -3909378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3909389.000000 Penalty: 4912.576172
	Iteration 84Q: 3 clusters Score -3909389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3909376.500000 Penalty: 4912.576172
	Iteration 85Q: 3 clusters Score -3909376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3909378.750000 Penalty: 4912.576172
	Iteration 86Q: 3 clusters Score -3909379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3909375.750000 Penalty: 4912.576172
	Iteration 87Q: 3 clusters Score -3909376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3909373.250000 Penalty: 4912.576172
	Iteration 88Q: 3 clusters Score -3909373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3909371.250000 Penalty: 4912.576172
	Iteration 89Q: 3 clusters Score -3909371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3909379.250000 Penalty: 4912.576172
	Iteration 90Q: 3 clusters Score -3909379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3909382.750000 Penalty: 4912.576172
	Iteration 91Q: 3 clusters Score -3909383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3909384.500000 Penalty: 4912.576172
	Iteration 92Q: 3 clusters Score -3909384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3909387.250000 Penalty: 4912.576172
	Iteration 93Q: 3 clusters Score -3909387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3909389.500000 Penalty: 4912.576172
	Iteration 94Q: 3 clusters Score -3909390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3909393.000000 Penalty: 4912.576172
	Iteration 95Q: 3 clusters Score -3909393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3909398.000000 Penalty: 4912.576172
	Iteration 96Q: 3 clusters Score -3909398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3909394.500000 Penalty: 4912.576172
	Iteration 97Q: 3 clusters Score -3909394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3909403.500000 Penalty: 4912.576172
	Iteration 98Q: 3 clusters Score -3909404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3909400.750000 Penalty: 4912.576172
	Iteration 99Q: 3 clusters Score -3909401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3909403.500000 Penalty: 4912.576172
	Iteration 100F: 3 clusters Score -3909404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3909402.250000 Penalty: 4912.576172
	Iteration 101Q: 3 clusters Score -3909402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3909401.250000 Penalty: 4912.576172
	Iteration 102Q: 3 clusters Score -3909401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3909405.000000 Penalty: 4912.576172
	Iteration 103Q: 3 clusters Score -3909405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3909406.750000 Penalty: 4912.576172
	Iteration 104Q: 3 clusters Score -3909407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3909406.750000 Penalty: 4912.576172
	Iteration 105F: 3 clusters Score -3909407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -387683.468750 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -387683.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -385035.656250 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -385035.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -385590.875000 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -385590.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -385803.093750 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -385803.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -385978.062500 Penalty: 3781.568848
	Iteration 3F: 3 clusters Score -385978.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -386127.593750 Penalty: 3781.568848
	Iteration 4Q: 3 clusters Score -386127.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -386288.062500 Penalty: 3781.568848
	Iteration 5F: 3 clusters Score -386288.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -386420.468750 Penalty: 3781.568848
	Iteration 6F: 3 clusters Score -386420.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -386550.812500 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -386550.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -386623.656250 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -386623.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -386679.093750 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -386679.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -386717.500000 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -386717.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -386750.625000 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -386750.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -386778.968750 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -386779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -386803.562500 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -386803.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -386828.500000 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -386828.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -386847.875000 Penalty: 3781.568848
	Iteration 15Q: 3 clusters Score -386847.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -386872.468750 Penalty: 3781.568848
	Iteration 16Q: 3 clusters Score -386872.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -386896.031250 Penalty: 3781.568848
	Iteration 17Q: 3 clusters Score -386896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -386906.812500 Penalty: 3781.568848
	Iteration 18Q: 3 clusters Score -386906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -386912.062500 Penalty: 3781.568848
	Iteration 19Q: 3 clusters Score -386912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -386913.843750 Penalty: 3781.568848
	Iteration 20F: 3 clusters Score -386913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -386917.218750 Penalty: 3781.568848
	Iteration 21Q: 3 clusters Score -386917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -386919.968750 Penalty: 3781.568848
	Iteration 22Q: 3 clusters Score -386920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -386922.593750 Penalty: 3781.568848
	Iteration 23Q: 3 clusters Score -386922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -386925.156250 Penalty: 3781.568848
	Iteration 24Q: 3 clusters Score -386925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -386927.187500 Penalty: 3781.568848
	Iteration 25Q: 3 clusters Score -386927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -386930.812500 Penalty: 3781.568848
	Iteration 26Q: 3 clusters Score -386930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -386932.031250 Penalty: 3781.568848
	Iteration 27Q: 3 clusters Score -386932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -386932.593750 Penalty: 3781.568848
	Iteration 28Q: 3 clusters Score -386932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -386932.593750 Penalty: 3781.568848
	Iteration 29F: 3 clusters Score -386932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 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 128 members 
Entering Unmasked Estep 
Score: -27101.082031 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27101.08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27416.640625 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27416.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27497.937500 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -27497.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27521.802734 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -27521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27546.958984 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -27546.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27549.050781 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -27549.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27550.648438 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -27550.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27550.648438 Penalty: 2760.002197
	Iteration 7F: 3 clusters Score -27550.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (17150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Entering Unmasked Estep 
Score: -3553045.000000 Penalty: 2417.938721
	Iteration 0F: 2 clusters Score -3553045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3541063.500000 Penalty: 4835.877441
	Iteration 0F: 3 clusters Score -3541064 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3545041.250000 Penalty: 4835.877441
	Iteration 1F: 3 clusters Score -3545041 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3545374.500000 Penalty: 4835.877441
	Iteration 2F: 3 clusters Score -3545374 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3545653.750000 Penalty: 4835.877441
	Iteration 3Q: 3 clusters Score -3545654 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3545859.250000 Penalty: 4835.877441
	Iteration 4Q: 3 clusters Score -3545859 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3546005.500000 Penalty: 4835.877441
	Iteration 5Q: 3 clusters Score -3546006 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3546156.750000 Penalty: 4835.877441
	Iteration 6Q: 3 clusters Score -3546157 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3546291.000000 Penalty: 4835.877441
	Iteration 7Q: 3 clusters Score -3546291 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3546427.500000 Penalty: 4835.877441
	Iteration 8Q: 3 clusters Score -3546428 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3546549.750000 Penalty: 4835.877441
	Iteration 9Q: 3 clusters Score -3546550 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3546694.250000 Penalty: 4835.877441
	Iteration 10Q: 3 clusters Score -3546694 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3546847.250000 Penalty: 4835.877441
	Iteration 11Q: 3 clusters Score -3546847 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3547045.500000 Penalty: 4835.877441
	Iteration 12Q: 3 clusters Score -3547046 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3547261.500000 Penalty: 4835.877441
	Iteration 13Q: 3 clusters Score -3547262 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3547518.000000 Penalty: 4835.877441
	Iteration 14Q: 3 clusters Score -3547518 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3547852.750000 Penalty: 4835.877441
	Iteration 15Q: 3 clusters Score -3547853 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3548210.750000 Penalty: 4835.877441
	Iteration 16Q: 3 clusters Score -3548211 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3548625.750000 Penalty: 4835.877441
	Iteration 17Q: 3 clusters Score -3548626 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3548983.000000 Penalty: 4835.877441
	Iteration 18Q: 3 clusters Score -3548983 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3549352.750000 Penalty: 4835.877441
	Iteration 19Q: 3 clusters Score -3549353 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3549658.250000 Penalty: 4835.877441
	Iteration 20F: 3 clusters Score -3549658 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3549899.000000 Penalty: 4835.877441
	Iteration 21Q: 3 clusters Score -3549899 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3550095.750000 Penalty: 4835.877441
	Iteration 22Q: 3 clusters Score -3550096 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3550272.000000 Penalty: 4835.877441
	Iteration 23Q: 3 clusters Score -3550272 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3550403.250000 Penalty: 4835.877441
	Iteration 24Q: 3 clusters Score -3550403 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3550534.500000 Penalty: 4835.877441
	Iteration 25Q: 3 clusters Score -3550534 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3550649.000000 Penalty: 4835.877441
	Iteration 26Q: 3 clusters Score -3550649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3550738.750000 Penalty: 4835.877441
	Iteration 27Q: 3 clusters Score -3550739 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3550804.250000 Penalty: 4835.877441
	Iteration 28Q: 3 clusters Score -3550804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3550844.000000 Penalty: 4835.877441
	Iteration 29Q: 3 clusters Score -3550844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3550887.750000 Penalty: 4835.877441
	Iteration 30Q: 3 clusters Score -3550888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3550922.000000 Penalty: 4835.877441
	Iteration 31Q: 3 clusters Score -3550922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3550942.500000 Penalty: 4835.877441
	Iteration 32Q: 3 clusters Score -3550942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3550968.000000 Penalty: 4835.877441
	Iteration 33Q: 3 clusters Score -3550968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3550988.000000 Penalty: 4835.877441
	Iteration 34Q: 3 clusters Score -3550988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3550991.000000 Penalty: 4835.877441
	Iteration 35Q: 3 clusters Score -3550991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3551003.250000 Penalty: 4835.877441
	Iteration 36Q: 3 clusters Score -3551003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3551015.500000 Penalty: 4835.877441
	Iteration 37Q: 3 clusters Score -3551016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3551011.750000 Penalty: 4835.877441
	Iteration 38Q: 3 clusters Score -3551012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3551016.750000 Penalty: 4835.877441
	Iteration 39Q: 3 clusters Score -3551017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3551020.500000 Penalty: 4835.877441
	Iteration 40F: 3 clusters Score -3551020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3551024.000000 Penalty: 4835.877441
	Iteration 41Q: 3 clusters Score -3551024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3551024.750000 Penalty: 4835.877441
	Iteration 42Q: 3 clusters Score -3551025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3551024.500000 Penalty: 4835.877441
	Iteration 43Q: 3 clusters Score -3551024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3551029.250000 Penalty: 4835.877441
	Iteration 44Q: 3 clusters Score -3551029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3551035.750000 Penalty: 4835.877441
	Iteration 45Q: 3 clusters Score -3551036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3551037.750000 Penalty: 4835.877441
	Iteration 46Q: 3 clusters Score -3551038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3551034.500000 Penalty: 4835.877441
	Iteration 47Q: 3 clusters Score -3551034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3551038.750000 Penalty: 4835.877441
	Iteration 48Q: 3 clusters Score -3551039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3551039.500000 Penalty: 4835.877441
	Iteration 49Q: 3 clusters Score -3551040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3551039.500000 Penalty: 4835.877441
	Iteration 50F: 3 clusters Score -3551040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (30185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Entering Unmasked Estep 
Score: -5887859.000000 Penalty: 2558.145020
	Iteration 0F: 2 clusters Score -5887859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -5868341.500000 Penalty: 5116.290039
	Iteration 0F: 3 clusters Score -5868342 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5875651.000000 Penalty: 5116.290039
	Iteration 1F: 3 clusters Score -5875651 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -5876121.500000 Penalty: 5116.290039
	Iteration 2Q: 3 clusters Score -5876122 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -5876626.000000 Penalty: 5116.290039
	Iteration 3Q: 3 clusters Score -5876626 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -5877166.500000 Penalty: 5116.290039
	Iteration 4Q: 3 clusters Score -5877166 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -5877841.500000 Penalty: 5116.290039
	Iteration 5Q: 3 clusters Score -5877842 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -5878899.500000 Penalty: 5116.290039
	Iteration 6F: 3 clusters Score -5878900 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -5880405.500000 Penalty: 5116.290039
	Iteration 7F: 3 clusters Score -5880406 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5881985.000000 Penalty: 5116.290039
	Iteration 8F: 3 clusters Score -5881985 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5883575.000000 Penalty: 5116.290039
	Iteration 9F: 3 clusters Score -5883575 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5884643.500000 Penalty: 5116.290039
	Iteration 10Q: 3 clusters Score -5884644 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5885098.500000 Penalty: 5116.290039
	Iteration 11Q: 3 clusters Score -5885098 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5885341.500000 Penalty: 5116.290039
	Iteration 12Q: 3 clusters Score -5885342 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5885440.000000 Penalty: 5116.290039
	Iteration 13Q: 3 clusters Score -5885440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5885507.000000 Penalty: 5116.290039
	Iteration 14Q: 3 clusters Score -5885507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5885538.500000 Penalty: 5116.290039
	Iteration 15Q: 3 clusters Score -5885538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5885556.500000 Penalty: 5116.290039
	Iteration 16Q: 3 clusters Score -5885556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5885575.000000 Penalty: 5116.290039
	Iteration 17Q: 3 clusters Score -5885575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5885583.000000 Penalty: 5116.290039
	Iteration 18Q: 3 clusters Score -5885583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5885587.000000 Penalty: 5116.290039
	Iteration 19Q: 3 clusters Score -5885587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5885586.000000 Penalty: 5116.290039
	Iteration 20F: 3 clusters Score -5885586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5885588.000000 Penalty: 5116.290039
	Iteration 21Q: 3 clusters Score -5885588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5885588.000000 Penalty: 5116.290039
	Iteration 22F: 3 clusters Score -5885588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -997900.875000 Penalty: 2124.741455
	Iteration 0F: 2 clusters Score -997900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -993255.875000 Penalty: 4249.482910
	Iteration 0F: 3 clusters Score -993255.9 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -994487.000000 Penalty: 4249.482910
	Iteration 1F: 3 clusters Score -994487 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -994794.187500 Penalty: 4249.482910
	Iteration 2F: 3 clusters Score -994794.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -995063.500000 Penalty: 4249.482910
	Iteration 3F: 3 clusters Score -995063.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -995299.812500 Penalty: 4249.482910
	Iteration 4F: 3 clusters Score -995299.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -995461.687500 Penalty: 4249.482910
	Iteration 5Q: 3 clusters Score -995461.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -995595.312500 Penalty: 4249.482910
	Iteration 6Q: 3 clusters Score -995595.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -995706.750000 Penalty: 4249.482910
	Iteration 7Q: 3 clusters Score -995706.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -995781.312500 Penalty: 4249.482910
	Iteration 8Q: 3 clusters Score -995781.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -995835.687500 Penalty: 4249.482910
	Iteration 9Q: 3 clusters Score -995835.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -995872.875000 Penalty: 4249.482910
	Iteration 10Q: 3 clusters Score -995872.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -995901.875000 Penalty: 4249.482910
	Iteration 11Q: 3 clusters Score -995901.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -995929.500000 Penalty: 4249.482910
	Iteration 12Q: 3 clusters Score -995929.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -995949.437500 Penalty: 4249.482910
	Iteration 13Q: 3 clusters Score -995949.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -995964.812500 Penalty: 4249.482910
	Iteration 14Q: 3 clusters Score -995964.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -995980.500000 Penalty: 4249.482910
	Iteration 15Q: 3 clusters Score -995980.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -995991.625000 Penalty: 4249.482910
	Iteration 16Q: 3 clusters Score -995991.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -996003.125000 Penalty: 4249.482910
	Iteration 17Q: 3 clusters Score -996003.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -996017.187500 Penalty: 4249.482910
	Iteration 18Q: 3 clusters Score -996017.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -996030.000000 Penalty: 4249.482910
	Iteration 19Q: 3 clusters Score -996030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -996044.187500 Penalty: 4249.482910
	Iteration 20F: 3 clusters Score -996044.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -996054.562500 Penalty: 4249.482910
	Iteration 21Q: 3 clusters Score -996054.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -996065.437500 Penalty: 4249.482910
	Iteration 22Q: 3 clusters Score -996065.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -996075.187500 Penalty: 4249.482910
	Iteration 23Q: 3 clusters Score -996075.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -996084.125000 Penalty: 4249.482910
	Iteration 24Q: 3 clusters Score -996084.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -996090.812500 Penalty: 4249.482910
	Iteration 25Q: 3 clusters Score -996090.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -996100.687500 Penalty: 4249.482910
	Iteration 26Q: 3 clusters Score -996100.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -996112.750000 Penalty: 4249.482910
	Iteration 27Q: 3 clusters Score -996112.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -996119.312500 Penalty: 4249.482910
	Iteration 28Q: 3 clusters Score -996119.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -996131.437500 Penalty: 4249.482910
	Iteration 29Q: 3 clusters Score -996131.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -996145.625000 Penalty: 4249.482910
	Iteration 30Q: 3 clusters Score -996145.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -996164.625000 Penalty: 4249.482910
	Iteration 31Q: 3 clusters Score -996164.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -996186.687500 Penalty: 4249.482910
	Iteration 32Q: 3 clusters Score -996186.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -996203.937500 Penalty: 4249.482910
	Iteration 33Q: 3 clusters Score -996203.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -996228.812500 Penalty: 4249.482910
	Iteration 34Q: 3 clusters Score -996228.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -996254.562500 Penalty: 4249.482910
	Iteration 35Q: 3 clusters Score -996254.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -996269.875000 Penalty: 4249.482910
	Iteration 36Q: 3 clusters Score -996269.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -996281.875000 Penalty: 4249.482910
	Iteration 37Q: 3 clusters Score -996281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -996292.937500 Penalty: 4249.482910
	Iteration 38Q: 3 clusters Score -996292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -996299.187500 Penalty: 4249.482910
	Iteration 39Q: 3 clusters Score -996299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -996299.750000 Penalty: 4249.482910
	Iteration 40F: 3 clusters Score -996299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -996301.375000 Penalty: 4249.482910
	Iteration 41Q: 3 clusters Score -996301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -996305.375000 Penalty: 4249.482910
	Iteration 42Q: 3 clusters Score -996305.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -996316.750000 Penalty: 4249.482910
	Iteration 43Q: 3 clusters Score -996316.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -996323.937500 Penalty: 4249.482910
	Iteration 44Q: 3 clusters Score -996323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -996327.437500 Penalty: 4249.482910
	Iteration 45Q: 3 clusters Score -996327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -996333.687500 Penalty: 4249.482910
	Iteration 46Q: 3 clusters Score -996333.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -996337.250000 Penalty: 4249.482910
	Iteration 47Q: 3 clusters Score -996337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -996337.750000 Penalty: 4249.482910
	Iteration 48Q: 3 clusters Score -996337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -996338.062500 Penalty: 4249.482910
	Iteration 49Q: 3 clusters Score -996338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -996340.062500 Penalty: 4249.482910
	Iteration 50Q: 3 clusters Score -996340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -996340.062500 Penalty: 4249.482910
	Iteration 51F: 3 clusters Score -996340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Entering Unmasked Estep 
Score: -3146104.250000 Penalty: 2383.426758
	Iteration 0F: 2 clusters Score -3146104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3135837.750000 Penalty: 4766.853516
	Iteration 0F: 3 clusters Score -3135838 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3139174.500000 Penalty: 4766.853516
	Iteration 1F: 3 clusters Score -3139174 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3139504.000000 Penalty: 4766.853516
	Iteration 2F: 3 clusters Score -3139504 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -3139766.000000 Penalty: 4766.853516
	Iteration 3Q: 3 clusters Score -3139766 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3139978.000000 Penalty: 4766.853516
	Iteration 4Q: 3 clusters Score -3139978 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3140175.750000 Penalty: 4766.853516
	Iteration 5Q: 3 clusters Score -3140176 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3140358.500000 Penalty: 4766.853516
	Iteration 6Q: 3 clusters Score -3140358 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3140585.250000 Penalty: 4766.853516
	Iteration 7Q: 3 clusters Score -3140585 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3140837.250000 Penalty: 4766.853516
	Iteration 8Q: 3 clusters Score -3140837 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3141115.500000 Penalty: 4766.853516
	Iteration 9Q: 3 clusters Score -3141116 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3141481.750000 Penalty: 4766.853516
	Iteration 10Q: 3 clusters Score -3141482 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3141947.000000 Penalty: 4766.853516
	Iteration 11Q: 3 clusters Score -3141947 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3142427.500000 Penalty: 4766.853516
	Iteration 12Q: 3 clusters Score -3142428 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3142906.250000 Penalty: 4766.853516
	Iteration 13Q: 3 clusters Score -3142906 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3143299.250000 Penalty: 4766.853516
	Iteration 14Q: 3 clusters Score -3143299 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3143538.500000 Penalty: 4766.853516
	Iteration 15Q: 3 clusters Score -3143538 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3143700.250000 Penalty: 4766.853516
	Iteration 16Q: 3 clusters Score -3143700 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3143845.000000 Penalty: 4766.853516
	Iteration 17Q: 3 clusters Score -3143845 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3143947.250000 Penalty: 4766.853516
	Iteration 18Q: 3 clusters Score -3143947 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3144022.000000 Penalty: 4766.853516
	Iteration 19Q: 3 clusters Score -3144022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3144074.250000 Penalty: 4766.853516
	Iteration 20F: 3 clusters Score -3144074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3144102.250000 Penalty: 4766.853516
	Iteration 21Q: 3 clusters Score -3144102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3144120.250000 Penalty: 4766.853516
	Iteration 22Q: 3 clusters Score -3144120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3144144.750000 Penalty: 4766.853516
	Iteration 23Q: 3 clusters Score -3144145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3144166.250000 Penalty: 4766.853516
	Iteration 24Q: 3 clusters Score -3144166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3144176.250000 Penalty: 4766.853516
	Iteration 25Q: 3 clusters Score -3144176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3144182.000000 Penalty: 4766.853516
	Iteration 26Q: 3 clusters Score -3144182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3144183.750000 Penalty: 4766.853516
	Iteration 27Q: 3 clusters Score -3144184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3144182.250000 Penalty: 4766.853516
	Iteration 28Q: 3 clusters Score -3144182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3144186.500000 Penalty: 4766.853516
	Iteration 29Q: 3 clusters Score -3144186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3144189.750000 Penalty: 4766.853516
	Iteration 30Q: 3 clusters Score -3144190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3144188.500000 Penalty: 4766.853516
	Iteration 31Q: 3 clusters Score -3144188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3144186.000000 Penalty: 4766.853516
	Iteration 32Q: 3 clusters Score -3144186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3144190.500000 Penalty: 4766.853516
	Iteration 33Q: 3 clusters Score -3144190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3144196.000000 Penalty: 4766.853516
	Iteration 34Q: 3 clusters Score -3144196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3144193.500000 Penalty: 4766.853516
	Iteration 35Q: 3 clusters Score -3144194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3144190.250000 Penalty: 4766.853516
	Iteration 36Q: 3 clusters Score -3144190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3144190.750000 Penalty: 4766.853516
	Iteration 37Q: 3 clusters Score -3144191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3144193.750000 Penalty: 4766.853516
	Iteration 38Q: 3 clusters Score -3144194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3144192.500000 Penalty: 4766.853516
	Iteration 39Q: 3 clusters Score -3144192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3144191.750000 Penalty: 4766.853516
	Iteration 40F: 3 clusters Score -3144192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3144192.500000 Penalty: 4766.853516
	Iteration 41Q: 3 clusters Score -3144192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3144203.000000 Penalty: 4766.853516
	Iteration 42Q: 3 clusters Score -3144203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3144207.500000 Penalty: 4766.853516
	Iteration 43Q: 3 clusters Score -3144208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3144213.000000 Penalty: 4766.853516
	Iteration 44Q: 3 clusters Score -3144213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3144217.500000 Penalty: 4766.853516
	Iteration 45Q: 3 clusters Score -3144218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3144217.250000 Penalty: 4766.853516
	Iteration 46Q: 3 clusters Score -3144217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3144217.250000 Penalty: 4766.853516
	Iteration 47F: 3 clusters Score -3144217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (30159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Entering Unmasked Estep 
Score: -5885684.000000 Penalty: 2557.931152
	Iteration 0F: 2 clusters Score -5885684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -5866158.000000 Penalty: 5115.862305
	Iteration 0F: 3 clusters Score -5866158 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -5873487.500000 Penalty: 5115.862305
	Iteration 1F: 3 clusters Score -5873488 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5873824.500000 Penalty: 5115.862305
	Iteration 2Q: 3 clusters Score -5873824 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5874116.500000 Penalty: 5115.862305
	Iteration 3Q: 3 clusters Score -5874116 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5874382.000000 Penalty: 5115.862305
	Iteration 4Q: 3 clusters Score -5874382 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5874653.000000 Penalty: 5115.862305
	Iteration 5Q: 3 clusters Score -5874653 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5874930.500000 Penalty: 5115.862305
	Iteration 6Q: 3 clusters Score -5874930 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5875231.500000 Penalty: 5115.862305
	Iteration 7Q: 3 clusters Score -5875232 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5875684.500000 Penalty: 5115.862305
	Iteration 8Q: 3 clusters Score -5875684 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -5876348.000000 Penalty: 5115.862305
	Iteration 9Q: 3 clusters Score -5876348 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -5877406.500000 Penalty: 5115.862305
	Iteration 10F: 3 clusters Score -5877406 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5878929.000000 Penalty: 5115.862305
	Iteration 11F: 3 clusters Score -5878929 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5880458.500000 Penalty: 5115.862305
	Iteration 12F: 3 clusters Score -5880458 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5881694.500000 Penalty: 5115.862305
	Iteration 13F: 3 clusters Score -5881694 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5882518.000000 Penalty: 5115.862305
	Iteration 14Q: 3 clusters Score -5882518 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5882918.500000 Penalty: 5115.862305
	Iteration 15Q: 3 clusters Score -5882918 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5883189.500000 Penalty: 5115.862305
	Iteration 16Q: 3 clusters Score -5883190 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5883320.000000 Penalty: 5115.862305
	Iteration 17Q: 3 clusters Score -5883320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5883409.000000 Penalty: 5115.862305
	Iteration 18Q: 3 clusters Score -5883409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5883470.000000 Penalty: 5115.862305
	Iteration 19Q: 3 clusters Score -5883470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5883502.000000 Penalty: 5115.862305
	Iteration 20F: 3 clusters Score -5883502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5883522.000000 Penalty: 5115.862305
	Iteration 21Q: 3 clusters Score -5883522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5883537.000000 Penalty: 5115.862305
	Iteration 22Q: 3 clusters Score -5883537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5883541.000000 Penalty: 5115.862305
	Iteration 23Q: 3 clusters Score -5883541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5883548.500000 Penalty: 5115.862305
	Iteration 24Q: 3 clusters Score -5883548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5883558.500000 Penalty: 5115.862305
	Iteration 25Q: 3 clusters Score -5883558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5883566.000000 Penalty: 5115.862305
	Iteration 26Q: 3 clusters Score -5883566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5883567.500000 Penalty: 5115.862305
	Iteration 27Q: 3 clusters Score -5883568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5883569.000000 Penalty: 5115.862305
	Iteration 28Q: 3 clusters Score -5883569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5883569.500000 Penalty: 5115.862305
	Iteration 29Q: 3 clusters Score -5883570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5883576.000000 Penalty: 5115.862305
	Iteration 30Q: 3 clusters Score -5883576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5883578.000000 Penalty: 5115.862305
	Iteration 31Q: 3 clusters Score -5883578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5883582.500000 Penalty: 5115.862305
	Iteration 32Q: 3 clusters Score -5883582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5883577.500000 Penalty: 5115.862305
	Iteration 33Q: 3 clusters Score -5883578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5883585.000000 Penalty: 5115.862305
	Iteration 34Q: 3 clusters Score -5883585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5883587.000000 Penalty: 5115.862305
	Iteration 35Q: 3 clusters Score -5883587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5883587.000000 Penalty: 5115.862305
	Iteration 36F: 3 clusters Score -5883587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -88450.726562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -88450.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86945.695312 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -86945.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87141.109375 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -87141.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87239.570312 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -87239.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87289.773438 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -87289.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87331.656250 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -87331.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87361.812500 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -87361.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87377.835938 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -87377.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87385.289062 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -87385.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87393.687500 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -87393.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87405.015625 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -87405.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87448.281250 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -87448.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87469.953125 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -87469.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87486.156250 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -87486.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87497.679688 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -87497.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87500.828125 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -87500.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87506.593750 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -87506.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87526.093750 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -87526.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87533.609375 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -87533.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87533.609375 Penalty: 3150.039307
	Iteration 18F: 3 clusters Score -87533.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -115085.148438 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -115085.1 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 359 members 
Entering Unmasked Estep 
Score: -113465.289062 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -113465.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -113787.320312 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -113787.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -113892.328125 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -113892.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113931.734375 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -113931.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113960.320312 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -113960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113967.914062 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -113967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -113973.320312 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -113973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -113981.390625 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -113981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -113992.156250 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -113992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114011.554688 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -114011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -114032.218750 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -114032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -114065.648438 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -114065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114078.937500 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -114078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114085.898438 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -114085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -114086.585938 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -114086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114086.875000 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -114086.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114086.875000 Penalty: 3236.414795
	Iteration 16F: 3 clusters Score -114086.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (22644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Entering Unmasked Estep 
Score: -4766485.500000 Penalty: 2486.857178
	Iteration 0F: 2 clusters Score -4766486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4754480.000000 Penalty: 4973.714355
	Iteration 0F: 3 clusters Score -4754480 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4759806.500000 Penalty: 4973.714355
	Iteration 1F: 3 clusters Score -4759806 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4760201.000000 Penalty: 4973.714355
	Iteration 2F: 3 clusters Score -4760201 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4760504.500000 Penalty: 4973.714355
	Iteration 3Q: 3 clusters Score -4760504 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4760816.000000 Penalty: 4973.714355
	Iteration 4Q: 3 clusters Score -4760816 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4761105.000000 Penalty: 4973.714355
	Iteration 5Q: 3 clusters Score -4761105 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4761373.500000 Penalty: 4973.714355
	Iteration 6Q: 3 clusters Score -4761374 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -4761637.500000 Penalty: 4973.714355
	Iteration 7Q: 3 clusters Score -4761638 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4761935.500000 Penalty: 4973.714355
	Iteration 8Q: 3 clusters Score -4761936 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4762175.000000 Penalty: 4973.714355
	Iteration 9Q: 3 clusters Score -4762175 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4762395.500000 Penalty: 4973.714355
	Iteration 10Q: 3 clusters Score -4762396 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4762667.000000 Penalty: 4973.714355
	Iteration 11Q: 3 clusters Score -4762667 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -4762940.500000 Penalty: 4973.714355
	Iteration 12Q: 3 clusters Score -4762940 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4763169.500000 Penalty: 4973.714355
	Iteration 13Q: 3 clusters Score -4763170 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -4763377.000000 Penalty: 4973.714355
	Iteration 14Q: 3 clusters Score -4763377 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4763544.000000 Penalty: 4973.714355
	Iteration 15Q: 3 clusters Score -4763544 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -4763707.500000 Penalty: 4973.714355
	Iteration 16Q: 3 clusters Score -4763708 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4763810.500000 Penalty: 4973.714355
	Iteration 17Q: 3 clusters Score -4763810 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4763863.000000 Penalty: 4973.714355
	Iteration 18Q: 3 clusters Score -4763863 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4763889.000000 Penalty: 4973.714355
	Iteration 19Q: 3 clusters Score -4763889 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4763923.000000 Penalty: 4973.714355
	Iteration 20F: 3 clusters Score -4763923 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -4763933.000000 Penalty: 4973.714355
	Iteration 21Q: 3 clusters Score -4763933 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4763956.000000 Penalty: 4973.714355
	Iteration 22Q: 3 clusters Score -4763956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -4763977.500000 Penalty: 4973.714355
	Iteration 23Q: 3 clusters Score -4763978 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -4764006.000000 Penalty: 4973.714355
	Iteration 24Q: 3 clusters Score -4764006 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4764001.000000 Penalty: 4973.714355
	Iteration 25Q: 3 clusters Score -4764001 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -4763992.000000 Penalty: 4973.714355
	Iteration 26Q: 3 clusters Score -4763992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4764018.500000 Penalty: 4973.714355
	Iteration 27Q: 3 clusters Score -4764018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -4764010.500000 Penalty: 4973.714355
	Iteration 28Q: 3 clusters Score -4764010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4764010.500000 Penalty: 4973.714355
	Iteration 29Q: 3 clusters Score -4764010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -4764006.000000 Penalty: 4973.714355
	Iteration 30Q: 3 clusters Score -4764006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -4763997.500000 Penalty: 4973.714355
	Iteration 31Q: 3 clusters Score -4763998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4764010.000000 Penalty: 4973.714355
	Iteration 32Q: 3 clusters Score -4764010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4764014.500000 Penalty: 4973.714355
	Iteration 33Q: 3 clusters Score -4764014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -4764024.500000 Penalty: 4973.714355
	Iteration 34Q: 3 clusters Score -4764024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -4764033.500000 Penalty: 4973.714355
	Iteration 35Q: 3 clusters Score -4764034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -4764028.000000 Penalty: 4973.714355
	Iteration 36Q: 3 clusters Score -4764028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -4764034.000000 Penalty: 4973.714355
	Iteration 37Q: 3 clusters Score -4764034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4764042.000000 Penalty: 4973.714355
	Iteration 38Q: 3 clusters Score -4764042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4764033.500000 Penalty: 4973.714355
	Iteration 39Q: 3 clusters Score -4764034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -4764048.000000 Penalty: 4973.714355
	Iteration 40F: 3 clusters Score -4764048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -4764051.000000 Penalty: 4973.714355
	Iteration 41Q: 3 clusters Score -4764051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4764041.500000 Penalty: 4973.714355
	Iteration 42Q: 3 clusters Score -4764042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -4764041.500000 Penalty: 4973.714355
	Iteration 43Q: 3 clusters Score -4764042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -4764028.000000 Penalty: 4973.714355
	Iteration 44Q: 3 clusters Score -4764028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -4764025.000000 Penalty: 4973.714355
	Iteration 45Q: 3 clusters Score -4764025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4764024.000000 Penalty: 4973.714355
	Iteration 46Q: 3 clusters Score -4764024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -4764034.000000 Penalty: 4973.714355
	Iteration 47Q: 3 clusters Score -4764034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -4764040.000000 Penalty: 4973.714355
	Iteration 48Q: 3 clusters Score -4764040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -4764038.000000 Penalty: 4973.714355
	Iteration 49Q: 3 clusters Score -4764038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -4764040.500000 Penalty: 4973.714355
	Iteration 50Q: 3 clusters Score -4764040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4764040.500000 Penalty: 4973.714355
	Iteration 51Q: 3 clusters Score -4764040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -4764032.000000 Penalty: 4973.714355
	Iteration 52Q: 3 clusters Score -4764032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -4764014.500000 Penalty: 4973.714355
	Iteration 53Q: 3 clusters Score -4764014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4764006.500000 Penalty: 4973.714355
	Iteration 54Q: 3 clusters Score -4764006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -4764018.500000 Penalty: 4973.714355
	Iteration 55Q: 3 clusters Score -4764018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -4764017.000000 Penalty: 4973.714355
	Iteration 56Q: 3 clusters Score -4764017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4764016.500000 Penalty: 4973.714355
	Iteration 57Q: 3 clusters Score -4764016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -4764016.000000 Penalty: 4973.714355
	Iteration 58Q: 3 clusters Score -4764016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4764019.500000 Penalty: 4973.714355
	Iteration 59Q: 3 clusters Score -4764020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4763996.000000 Penalty: 4973.714355
	Iteration 60F: 3 clusters Score -4763996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -4764002.000000 Penalty: 4973.714355
	Iteration 61Q: 3 clusters Score -4764002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -4764004.000000 Penalty: 4973.714355
	Iteration 62Q: 3 clusters Score -4764004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4764013.000000 Penalty: 4973.714355
	Iteration 63Q: 3 clusters Score -4764013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4764016.500000 Penalty: 4973.714355
	Iteration 64Q: 3 clusters Score -4764016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -4764009.000000 Penalty: 4973.714355
	Iteration 65Q: 3 clusters Score -4764009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4764017.000000 Penalty: 4973.714355
	Iteration 66Q: 3 clusters Score -4764017 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -4763987.500000 Penalty: 4973.714355
	Iteration 67Q: 3 clusters Score -4763988 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4764007.000000 Penalty: 4973.714355
	Iteration 68Q: 3 clusters Score -4764007 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -4764014.000000 Penalty: 4973.714355
	Iteration 69Q: 3 clusters Score -4764014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4764017.500000 Penalty: 4973.714355
	Iteration 70Q: 3 clusters Score -4764018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4764030.500000 Penalty: 4973.714355
	Iteration 71Q: 3 clusters Score -4764030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4764044.000000 Penalty: 4973.714355
	Iteration 72Q: 3 clusters Score -4764044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4764055.000000 Penalty: 4973.714355
	Iteration 73Q: 3 clusters Score -4764055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -4764063.500000 Penalty: 4973.714355
	Iteration 74Q: 3 clusters Score -4764064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4764068.000000 Penalty: 4973.714355
	Iteration 75Q: 3 clusters Score -4764068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -4764078.500000 Penalty: 4973.714355
	Iteration 76Q: 3 clusters Score -4764078 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -4764090.000000 Penalty: 4973.714355
	Iteration 77Q: 3 clusters Score -4764090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4764081.500000 Penalty: 4973.714355
	Iteration 78Q: 3 clusters Score -4764082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -4764089.500000 Penalty: 4973.714355
	Iteration 79Q: 3 clusters Score -4764090 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4764114.500000 Penalty: 4973.714355
	Iteration 80F: 3 clusters Score -4764114 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4764109.000000 Penalty: 4973.714355
	Iteration 81Q: 3 clusters Score -4764109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4764124.000000 Penalty: 4973.714355
	Iteration 82Q: 3 clusters Score -4764124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4764123.000000 Penalty: 4973.714355
	Iteration 83Q: 3 clusters Score -4764123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4764144.500000 Penalty: 4973.714355
	Iteration 84Q: 3 clusters Score -4764144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4764163.500000 Penalty: 4973.714355
	Iteration 85Q: 3 clusters Score -4764164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4764167.500000 Penalty: 4973.714355
	Iteration 86Q: 3 clusters Score -4764168 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4764178.500000 Penalty: 4973.714355
	Iteration 87Q: 3 clusters Score -4764178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4764183.500000 Penalty: 4973.714355
	Iteration 88Q: 3 clusters Score -4764184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4764189.000000 Penalty: 4973.714355
	Iteration 89Q: 3 clusters Score -4764189 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -4764205.000000 Penalty: 4973.714355
	Iteration 90Q: 3 clusters Score -4764205 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4764224 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4764233 nChanged 82
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Mstep: Class 1 contains 12230 members 
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	Iteration 93Q: 3 clusters Score -4764233 nChanged 86
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	Iteration 94Q: 3 clusters Score -4764228 nChanged 86
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Mstep: Class 1 contains 12174 members 
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	Iteration 95Q: 3 clusters Score -4764228 nChanged 74
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	Iteration 96Q: 3 clusters Score -4764230 nChanged 77
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	Iteration 97Q: 3 clusters Score -4764227 nChanged 78
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	Iteration 98Q: 3 clusters Score -4764228 nChanged 73
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	Iteration 99Q: 3 clusters Score -4764241 nChanged 88
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	Iteration 100F: 3 clusters Score -4764249 nChanged 90
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	Iteration 101Q: 3 clusters Score -4764267 nChanged 88
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	Iteration 102Q: 3 clusters Score -4764269 nChanged 89
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	Iteration 103Q: 3 clusters Score -4764286 nChanged 110
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	Iteration 104Q: 3 clusters Score -4764289 nChanged 111
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	Iteration 105Q: 3 clusters Score -4764306 nChanged 127
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	Iteration 106Q: 3 clusters Score -4764334 nChanged 124
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	Iteration 107Q: 3 clusters Score -4764354 nChanged 126
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	Iteration 108Q: 3 clusters Score -4764377 nChanged 115
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4764384 nChanged 103
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	Iteration 111Q: 3 clusters Score -4764410 nChanged 114
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Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4764410 nChanged 109
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	Iteration 113Q: 3 clusters Score -4764428 nChanged 105
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	Iteration 114Q: 3 clusters Score -4764444 nChanged 107
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	Iteration 115Q: 3 clusters Score -4764459 nChanged 112
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	Iteration 120F: 3 clusters Score -4764527 nChanged 138
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	Iteration 129Q: 3 clusters Score -4764739 nChanged 213
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	Iteration 131Q: 3 clusters Score -4764861 nChanged 253
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	Iteration 132Q: 3 clusters Score -4764918 nChanged 284
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	Iteration 133Q: 3 clusters Score -4765005 nChanged 311
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	Iteration 137Q: 3 clusters Score -4765790 nChanged 485
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	Iteration 138Q: 3 clusters Score -4766050 nChanged 505
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Mstep: Class 1 contains 11689 members 
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	Iteration 139Q: 3 clusters Score -4766317 nChanged 451
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	Iteration 140F: 3 clusters Score -4766591 nChanged 427
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4766824 nChanged 404
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	Iteration 142Q: 3 clusters Score -4766986 nChanged 326
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	Iteration 143Q: 3 clusters Score -4767126 nChanged 274
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	Iteration 145Q: 3 clusters Score -4767291 nChanged 164
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	Iteration 146Q: 3 clusters Score -4767316 nChanged 118
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	Iteration 147Q: 3 clusters Score -4767345 nChanged 93
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	Iteration 148Q: 3 clusters Score -4767361 nChanged 70
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	Iteration 149Q: 3 clusters Score -4767376 nChanged 50
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Mstep: Class 1 contains 11789 members 
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	Iteration 150Q: 3 clusters Score -4767384 nChanged 39
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Mstep: Class 1 contains 11770 members 
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	Iteration 151Q: 3 clusters Score -4767392 nChanged 38
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	Iteration 152Q: 3 clusters Score -4767401 nChanged 34
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	Iteration 153Q: 3 clusters Score -4767407 nChanged 28
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	Iteration 154Q: 3 clusters Score -4767425 nChanged 22
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	Iteration 155Q: 3 clusters Score -4767424 nChanged 18
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	Iteration 157Q: 3 clusters Score -4767434 nChanged 4
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	Iteration 159Q: 3 clusters Score -4767426 nChanged 7
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	Iteration 160F: 3 clusters Score -4767424 nChanged 6
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	Iteration 161Q: 3 clusters Score -4767418 nChanged 9
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	Iteration 162Q: 3 clusters Score -4767418 nChanged 6
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	Iteration 163Q: 3 clusters Score -4767416 nChanged 1
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	Iteration 164Q: 3 clusters Score -4767418 nChanged 4
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	Iteration 165Q: 3 clusters Score -4767419 nChanged 4
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	Iteration 166Q: 3 clusters Score -4767419 nChanged 1
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	Iteration 167Q: 3 clusters Score -4767422 nChanged 4
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	Iteration 168Q: 3 clusters Score -4767420 nChanged 4
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	Iteration 170Q: 3 clusters Score -4767426 nChanged 4
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	Iteration 178Q: 3 clusters Score -4767424 nChanged 0
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	Iteration 179F: 3 clusters Score -4767424 nChanged 0
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Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18059 members 
Mstep: Class 42 contains 30192 members 
Mstep: Class 43 contains 7485 members 
Mstep: Class 44 contains 61236 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15089 members 
Mstep: Class 47 contains 2649 members 
Mstep: Class 48 contains 42372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20207 members 
Mstep: Class 52 contains 7182 members 
Mstep: Class 53 contains 3146 members 
Mstep: Class 54 contains 15249 members 
Mstep: Class 55 contains 27242 members 
Mstep: Class 56 contains 20018 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17150 members 
Mstep: Class 60 contains 30185 members 
Mstep: Class 61 contains 5258 members 
Mstep: Class 62 contains 14922 members 
Mstep: Class 63 contains 30159 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 11747 members 
Mstep: Class 67 contains 33765 members 
Mstep: Class 68 contains 29764 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 30931 members 
Mstep: Class 71 contains 10897 members 
Entering Unmasked Estep 
Score: -161363872.000000 Penalty: 240168.750000
Splitting cluster 66 changes total score from -161364080.000000 to -161363872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (33765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Entering Unmasked Estep 
Score: -6541341.000000 Penalty: 2585.940674
	Iteration 0F: 2 clusters Score -6541341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -6520022.000000 Penalty: 5171.881348
	Iteration 0F: 3 clusters Score -6520022 nChanged 15329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -6528183.000000 Penalty: 5171.881348
	Iteration 1F: 3 clusters Score -6528183 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -6528606.500000 Penalty: 5171.881348
	Iteration 2Q: 3 clusters Score -6528606 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -6528942.000000 Penalty: 5171.881348
	Iteration 3Q: 3 clusters Score -6528942 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -6529319.000000 Penalty: 5171.881348
	Iteration 4Q: 3 clusters Score -6529319 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -6529770.500000 Penalty: 5171.881348
	Iteration 5Q: 3 clusters Score -6529770 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -6530243.000000 Penalty: 5171.881348
	Iteration 6Q: 3 clusters Score -6530243 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -6530840.000000 Penalty: 5171.881348
	Iteration 7Q: 3 clusters Score -6530840 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -6531815.500000 Penalty: 5171.881348
	Iteration 8F: 3 clusters Score -6531816 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -6532984.000000 Penalty: 5171.881348
	Iteration 9F: 3 clusters Score -6532984 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -6534401.000000 Penalty: 5171.881348
	Iteration 10F: 3 clusters Score -6534401 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -6536036.000000 Penalty: 5171.881348
	Iteration 11F: 3 clusters Score -6536036 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6537309.000000 Penalty: 5171.881348
	Iteration 12Q: 3 clusters Score -6537309 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6538102.000000 Penalty: 5171.881348
	Iteration 13Q: 3 clusters Score -6538102 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6538504.000000 Penalty: 5171.881348
	Iteration 14Q: 3 clusters Score -6538504 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6538748.500000 Penalty: 5171.881348
	Iteration 15Q: 3 clusters Score -6538748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6538907.500000 Penalty: 5171.881348
	Iteration 16Q: 3 clusters Score -6538908 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6539000.500000 Penalty: 5171.881348
	Iteration 17Q: 3 clusters Score -6539000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6539021.000000 Penalty: 5171.881348
	Iteration 18Q: 3 clusters Score -6539021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6539061.000000 Penalty: 5171.881348
	Iteration 19Q: 3 clusters Score -6539061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6539067.500000 Penalty: 5171.881348
	Iteration 20F: 3 clusters Score -6539068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6539082.000000 Penalty: 5171.881348
	Iteration 21Q: 3 clusters Score -6539082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6539092.000000 Penalty: 5171.881348
	Iteration 22Q: 3 clusters Score -6539092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6539113.000000 Penalty: 5171.881348
	Iteration 23Q: 3 clusters Score -6539113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6539111.500000 Penalty: 5171.881348
	Iteration 24Q: 3 clusters Score -6539112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6539126.500000 Penalty: 5171.881348
	Iteration 25Q: 3 clusters Score -6539126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6539132.500000 Penalty: 5171.881348
	Iteration 26Q: 3 clusters Score -6539132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6539136.500000 Penalty: 5171.881348
	Iteration 27Q: 3 clusters Score -6539136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6539143.000000 Penalty: 5171.881348
	Iteration 28Q: 3 clusters Score -6539143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6539140.500000 Penalty: 5171.881348
	Iteration 29Q: 3 clusters Score -6539140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6539142.500000 Penalty: 5171.881348
	Iteration 30Q: 3 clusters Score -6539142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6539146.500000 Penalty: 5171.881348
	Iteration 31Q: 3 clusters Score -6539146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6539147.000000 Penalty: 5171.881348
	Iteration 32Q: 3 clusters Score -6539147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6539147.000000 Penalty: 5171.881348
	Iteration 33F: 3 clusters Score -6539147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (29764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Entering Unmasked Estep 
Score: -5776982.500000 Penalty: 2554.661621
	Iteration 0F: 2 clusters Score -5776982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -5757586.000000 Penalty: 5109.323242
	Iteration 0F: 3 clusters Score -5757586 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -5764696.500000 Penalty: 5109.323242
	Iteration 1F: 3 clusters Score -5764696 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -5765092.500000 Penalty: 5109.323242
	Iteration 2Q: 3 clusters Score -5765092 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5765439.500000 Penalty: 5109.323242
	Iteration 3Q: 3 clusters Score -5765440 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -5765683.000000 Penalty: 5109.323242
	Iteration 4Q: 3 clusters Score -5765683 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5765930.500000 Penalty: 5109.323242
	Iteration 5Q: 3 clusters Score -5765930 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5766141.000000 Penalty: 5109.323242
	Iteration 6Q: 3 clusters Score -5766141 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5766353.000000 Penalty: 5109.323242
	Iteration 7Q: 3 clusters Score -5766353 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -5766624.000000 Penalty: 5109.323242
	Iteration 8Q: 3 clusters Score -5766624 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -5766954.500000 Penalty: 5109.323242
	Iteration 9Q: 3 clusters Score -5766954 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5767523.500000 Penalty: 5109.323242
	Iteration 10Q: 3 clusters Score -5767524 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -5768329.000000 Penalty: 5109.323242
	Iteration 11F: 3 clusters Score -5768329 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -5769585.000000 Penalty: 5109.323242
	Iteration 12F: 3 clusters Score -5769585 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -5771126.000000 Penalty: 5109.323242
	Iteration 13F: 3 clusters Score -5771126 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5772565.000000 Penalty: 5109.323242
	Iteration 14F: 3 clusters Score -5772565 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -5773655.000000 Penalty: 5109.323242
	Iteration 15Q: 3 clusters Score -5773655 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5774217.000000 Penalty: 5109.323242
	Iteration 16Q: 3 clusters Score -5774217 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -5774484.500000 Penalty: 5109.323242
	Iteration 17Q: 3 clusters Score -5774484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -5774593.000000 Penalty: 5109.323242
	Iteration 18Q: 3 clusters Score -5774593 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -5774672.000000 Penalty: 5109.323242
	Iteration 19Q: 3 clusters Score -5774672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -5774716.500000 Penalty: 5109.323242
	Iteration 20F: 3 clusters Score -5774716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -5774755.000000 Penalty: 5109.323242
	Iteration 21Q: 3 clusters Score -5774755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5774768.000000 Penalty: 5109.323242
	Iteration 22Q: 3 clusters Score -5774768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -5774782.500000 Penalty: 5109.323242
	Iteration 23Q: 3 clusters Score -5774782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -5774793.500000 Penalty: 5109.323242
	Iteration 24Q: 3 clusters Score -5774794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -5774799.500000 Penalty: 5109.323242
	Iteration 25Q: 3 clusters Score -5774800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -5774803.000000 Penalty: 5109.323242
	Iteration 26Q: 3 clusters Score -5774803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -5774801.500000 Penalty: 5109.323242
	Iteration 27Q: 3 clusters Score -5774802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5774805.000000 Penalty: 5109.323242
	Iteration 28Q: 3 clusters Score -5774805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5774805.000000 Penalty: 5109.323242
	Iteration 29F: 3 clusters Score -5774805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -24044.011719 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -24044.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22998.294922 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -22998.29 nChanged 45
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: -23249.074219 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -23249.07 nChanged 11
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: -23359.056641 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -23359.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23442.166016 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -23442.17 nChanged 5
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: -23470.027344 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -23470.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23498.109375 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -23498.11 nChanged 5
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: -23546.839844 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -23546.84 nChanged 0
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: -23552.041016 Penalty: 2744.561279
	Iteration 7F: 3 clusters Score -23552.04 nChanged 1
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: -23590.726562 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -23590.73 nChanged 3
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: -23608.537109 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -23608.54 nChanged 1
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: -23613.232422 Penalty: 2744.561279
	Iteration 10Q: 3 clusters Score -23613.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23630.767578 Penalty: 2744.561279
	Iteration 11Q: 3 clusters Score -23630.77 nChanged 1
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: -23633.175781 Penalty: 2744.561279
	Iteration 12Q: 3 clusters Score -23633.18 nChanged 0
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: -23633.175781 Penalty: 2744.561279
	Iteration 13F: 3 clusters Score -23633.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (30931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Entering Unmasked Estep 
Score: -6016336.500000 Penalty: 2564.199463
	Iteration 0F: 2 clusters Score -6016336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -5996532.500000 Penalty: 5128.398926
	Iteration 0F: 3 clusters Score -5996532 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -6004071.500000 Penalty: 5128.398926
	Iteration 1F: 3 clusters Score -6004072 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -6004414.500000 Penalty: 5128.398926
	Iteration 2Q: 3 clusters Score -6004414 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -6004725.000000 Penalty: 5128.398926
	Iteration 3Q: 3 clusters Score -6004725 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -6004977.000000 Penalty: 5128.398926
	Iteration 4Q: 3 clusters Score -6004977 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -6005166.000000 Penalty: 5128.398926
	Iteration 5Q: 3 clusters Score -6005166 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -6005348.500000 Penalty: 5128.398926
	Iteration 6Q: 3 clusters Score -6005348 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -6005552.500000 Penalty: 5128.398926
	Iteration 7Q: 3 clusters Score -6005552 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -6005735.000000 Penalty: 5128.398926
	Iteration 8Q: 3 clusters Score -6005735 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -6005924.000000 Penalty: 5128.398926
	Iteration 9Q: 3 clusters Score -6005924 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -6006149.000000 Penalty: 5128.398926
	Iteration 10Q: 3 clusters Score -6006149 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -6006495.000000 Penalty: 5128.398926
	Iteration 11Q: 3 clusters Score -6006495 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -6007053.500000 Penalty: 5128.398926
	Iteration 12Q: 3 clusters Score -6007054 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -6007835.500000 Penalty: 5128.398926
	Iteration 13Q: 3 clusters Score -6007836 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -6008936.500000 Penalty: 5128.398926
	Iteration 14F: 3 clusters Score -6008936 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6010174.500000 Penalty: 5128.398926
	Iteration 15F: 3 clusters Score -6010174 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -6011528.000000 Penalty: 5128.398926
	Iteration 16F: 3 clusters Score -6011528 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6012668.500000 Penalty: 5128.398926
	Iteration 17Q: 3 clusters Score -6012668 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6013314.500000 Penalty: 5128.398926
	Iteration 18Q: 3 clusters Score -6013314 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6013706.000000 Penalty: 5128.398926
	Iteration 19Q: 3 clusters Score -6013706 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6013925.000000 Penalty: 5128.398926
	Iteration 20F: 3 clusters Score -6013925 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6013996.500000 Penalty: 5128.398926
	Iteration 21Q: 3 clusters Score -6013996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6014069.000000 Penalty: 5128.398926
	Iteration 22Q: 3 clusters Score -6014069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6014100.000000 Penalty: 5128.398926
	Iteration 23Q: 3 clusters Score -6014100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6014103.000000 Penalty: 5128.398926
	Iteration 24Q: 3 clusters Score -6014103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6014127.500000 Penalty: 5128.398926
	Iteration 25Q: 3 clusters Score -6014128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6014133.500000 Penalty: 5128.398926
	Iteration 26Q: 3 clusters Score -6014134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6014138.500000 Penalty: 5128.398926
	Iteration 27Q: 3 clusters Score -6014138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6014141.500000 Penalty: 5128.398926
	Iteration 28Q: 3 clusters Score -6014142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6014150.500000 Penalty: 5128.398926
	Iteration 29Q: 3 clusters Score -6014150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6014160.500000 Penalty: 5128.398926
	Iteration 30Q: 3 clusters Score -6014160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6014165.000000 Penalty: 5128.398926
	Iteration 31Q: 3 clusters Score -6014165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6014171.000000 Penalty: 5128.398926
	Iteration 32Q: 3 clusters Score -6014171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6014171.000000 Penalty: 5128.398926
	Iteration 33F: 3 clusters Score -6014171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 39775 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2780 members 
Mstep: Class 12 contains 22223 members 
Mstep: Class 13 contains 35906 members 
Mstep: Class 14 contains 31147 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16229 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7247 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5355 members 
Mstep: Class 24 contains 41563 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 16286 members 
Mstep: Class 28 contains 25054 members 
Mstep: Class 29 contains 30241 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22063 members 
Mstep: Class 33 contains 13455 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1462 members 
Mstep: Class 37 contains 2805 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18059 members 
Mstep: Class 42 contains 30192 members 
Mstep: Class 43 contains 7485 members 
Mstep: Class 44 contains 61236 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15089 members 
Mstep: Class 47 contains 2649 members 
Mstep: Class 48 contains 42372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20207 members 
Mstep: Class 52 contains 7182 members 
Mstep: Class 53 contains 3146 members 
Mstep: Class 54 contains 15249 members 
Mstep: Class 55 contains 27242 members 
Mstep: Class 56 contains 20018 members 
Mstep: Class 57 contains 2047 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17150 members 
Mstep: Class 60 contains 30185 members 
Mstep: Class 61 contains 5258 members 
Mstep: Class 62 contains 14922 members 
Mstep: Class 63 contains 30159 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22644 members 
Mstep: Class 67 contains 33765 members 
Mstep: Class 68 contains 29764 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 30931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364576.000000 Penalty: 236786.078125
Iteration 199Q: 71 clusters Score -1.613646e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5290 members 
Mstep: Class 8 contains 40038 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2780 members 
Mstep: Class 12 contains 22151 members 
Mstep: Class 13 contains 35904 members 
Mstep: Class 14 contains 31155 members 
Mstep: Class 15 contains 6768 members 
Mstep: Class 16 contains 371 members 
Mstep: Class 17 contains 16183 members 
Mstep: Class 18 contains 867 members 
Mstep: Class 19 contains 7232 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 41420 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 16325 members 
Mstep: Class 28 contains 24974 members 
Mstep: Class 29 contains 30139 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22098 members 
Mstep: Class 33 contains 13359 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1461 members 
Mstep: Class 37 contains 2809 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 18008 members 
Mstep: Class 42 contains 29968 members 
Mstep: Class 43 contains 7488 members 
Mstep: Class 44 contains 61220 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15132 members 
Mstep: Class 47 contains 2647 members 
Mstep: Class 48 contains 42361 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 20239 members 
Mstep: Class 52 contains 7182 members 
Mstep: Class 53 contains 3148 members 
Mstep: Class 54 contains 15254 members 
Mstep: Class 55 contains 27628 members 
Mstep: Class 56 contains 19992 members 
Mstep: Class 57 contains 2046 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17187 members 
Mstep: Class 60 contains 30259 members 
Mstep: Class 61 contains 5250 members 
Mstep: Class 62 contains 14966 members 
Mstep: Class 63 contains 30060 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 682 members 
Mstep: Class 66 contains 22646 members 
Mstep: Class 67 contains 33723 members 
Mstep: Class 68 contains 29743 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 31040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365456.000000 Penalty: 236786.078125
Iteration 200F: 71 clusters Score -1.613655e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 40283 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 22093 members 
Mstep: Class 13 contains 35915 members 
Mstep: Class 14 contains 31152 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 16152 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 41245 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16354 members 
Mstep: Class 28 contains 24958 members 
Mstep: Class 29 contains 30042 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22120 members 
Mstep: Class 33 contains 13292 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 2815 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17966 members 
Mstep: Class 42 contains 29772 members 
Mstep: Class 43 contains 7486 members 
Mstep: Class 44 contains 61225 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15149 members 
Mstep: Class 47 contains 2646 members 
Mstep: Class 48 contains 42352 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20290 members 
Mstep: Class 52 contains 7164 members 
Mstep: Class 53 contains 3147 members 
Mstep: Class 54 contains 15256 members 
Mstep: Class 55 contains 28028 members 
Mstep: Class 56 contains 19947 members 
Mstep: Class 57 contains 2045 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17214 members 
Mstep: Class 60 contains 30330 members 
Mstep: Class 61 contains 5232 members 
Mstep: Class 62 contains 15023 members 
Mstep: Class 63 contains 29982 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 683 members 
Mstep: Class 66 contains 22626 members 
Mstep: Class 67 contains 33681 members 
Mstep: Class 68 contains 29729 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 31062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365520.000000 Penalty: 236786.078125
Iteration 201Q: 71 clusters Score -1.613655e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5280 members 
Mstep: Class 8 contains 40516 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 22003 members 
Mstep: Class 13 contains 35912 members 
Mstep: Class 14 contains 31148 members 
Mstep: Class 15 contains 6753 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 16115 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 41067 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16393 members 
Mstep: Class 28 contains 24964 members 
Mstep: Class 29 contains 30006 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22132 members 
Mstep: Class 33 contains 13223 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1460 members 
Mstep: Class 37 contains 2814 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17923 members 
Mstep: Class 42 contains 29573 members 
Mstep: Class 43 contains 7485 members 
Mstep: Class 44 contains 61242 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15175 members 
Mstep: Class 47 contains 2647 members 
Mstep: Class 48 contains 42358 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20330 members 
Mstep: Class 52 contains 7143 members 
Mstep: Class 53 contains 3141 members 
Mstep: Class 54 contains 15248 members 
Mstep: Class 55 contains 28406 members 
Mstep: Class 56 contains 19900 members 
Mstep: Class 57 contains 2045 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17256 members 
Mstep: Class 60 contains 30382 members 
Mstep: Class 61 contains 5222 members 
Mstep: Class 62 contains 15089 members 
Mstep: Class 63 contains 29924 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 684 members 
Mstep: Class 66 contains 22617 members 
Mstep: Class 67 contains 33643 members 
Mstep: Class 68 contains 29723 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 31027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366016.000000 Penalty: 236786.078125
Iteration 202Q: 71 clusters Score -1.61366e+08 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 40801 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 21963 members 
Mstep: Class 13 contains 35921 members 
Mstep: Class 14 contains 31152 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 16076 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5354 members 
Mstep: Class 24 contains 40819 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16436 members 
Mstep: Class 28 contains 25018 members 
Mstep: Class 29 contains 29986 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22156 members 
Mstep: Class 33 contains 13141 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2818 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17855 members 
Mstep: Class 42 contains 29425 members 
Mstep: Class 43 contains 7483 members 
Mstep: Class 44 contains 61290 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15194 members 
Mstep: Class 47 contains 2649 members 
Mstep: Class 48 contains 42350 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20375 members 
Mstep: Class 52 contains 7131 members 
Mstep: Class 53 contains 3137 members 
Mstep: Class 54 contains 15252 members 
Mstep: Class 55 contains 28745 members 
Mstep: Class 56 contains 19866 members 
Mstep: Class 57 contains 2044 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17301 members 
Mstep: Class 60 contains 30449 members 
Mstep: Class 61 contains 5206 members 
Mstep: Class 62 contains 15129 members 
Mstep: Class 63 contains 29849 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 684 members 
Mstep: Class 66 contains 22616 members 
Mstep: Class 67 contains 33611 members 
Mstep: Class 68 contains 29701 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 30882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366256.000000 Penalty: 236786.078125
Iteration 203Q: 71 clusters Score -1.613663e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 8 contains 41145 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 21889 members 
Mstep: Class 13 contains 35951 members 
Mstep: Class 14 contains 31166 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 16049 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7183 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 40451 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16456 members 
Mstep: Class 28 contains 25121 members 
Mstep: Class 29 contains 29986 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22195 members 
Mstep: Class 33 contains 13067 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2823 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17785 members 
Mstep: Class 42 contains 29280 members 
Mstep: Class 43 contains 7483 members 
Mstep: Class 44 contains 61377 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15226 members 
Mstep: Class 47 contains 2649 members 
Mstep: Class 48 contains 42331 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20444 members 
Mstep: Class 52 contains 7112 members 
Mstep: Class 53 contains 3129 members 
Mstep: Class 54 contains 15257 members 
Mstep: Class 55 contains 29069 members 
Mstep: Class 56 contains 19843 members 
Mstep: Class 57 contains 2043 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17331 members 
Mstep: Class 60 contains 30503 members 
Mstep: Class 61 contains 5193 members 
Mstep: Class 62 contains 15166 members 
Mstep: Class 63 contains 29739 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 686 members 
Mstep: Class 66 contains 22656 members 
Mstep: Class 67 contains 33606 members 
Mstep: Class 68 contains 29665 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 30661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366368.000000 Penalty: 236786.078125
Iteration 204Q: 71 clusters Score -1.613664e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 41522 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2777 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 36005 members 
Mstep: Class 14 contains 31196 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 16026 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 40030 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16495 members 
Mstep: Class 28 contains 25271 members 
Mstep: Class 29 contains 29946 members 
Mstep: Class 30 contains 3840 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22229 members 
Mstep: Class 33 contains 13001 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17704 members 
Mstep: Class 42 contains 29172 members 
Mstep: Class 43 contains 7489 members 
Mstep: Class 44 contains 61487 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15228 members 
Mstep: Class 47 contains 2649 members 
Mstep: Class 48 contains 42282 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20486 members 
Mstep: Class 52 contains 7103 members 
Mstep: Class 53 contains 3126 members 
Mstep: Class 54 contains 15255 members 
Mstep: Class 55 contains 29379 members 
Mstep: Class 56 contains 19818 members 
Mstep: Class 57 contains 2041 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17361 members 
Mstep: Class 60 contains 30574 members 
Mstep: Class 61 contains 5190 members 
Mstep: Class 62 contains 15205 members 
Mstep: Class 63 contains 29668 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 686 members 
Mstep: Class 66 contains 22685 members 
Mstep: Class 67 contains 33610 members 
Mstep: Class 68 contains 29631 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 30345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366544.000000 Penalty: 236786.078125
Iteration 205Q: 71 clusters Score -1.613665e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 41840 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 21752 members 
Mstep: Class 13 contains 36092 members 
Mstep: Class 14 contains 31204 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 16015 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 39631 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16521 members 
Mstep: Class 28 contains 25436 members 
Mstep: Class 29 contains 29870 members 
Mstep: Class 30 contains 3840 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22262 members 
Mstep: Class 33 contains 12929 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2823 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17610 members 
Mstep: Class 42 contains 29123 members 
Mstep: Class 43 contains 7483 members 
Mstep: Class 44 contains 61599 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15229 members 
Mstep: Class 47 contains 2648 members 
Mstep: Class 48 contains 42251 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20535 members 
Mstep: Class 52 contains 7094 members 
Mstep: Class 53 contains 3121 members 
Mstep: Class 54 contains 15256 members 
Mstep: Class 55 contains 29628 members 
Mstep: Class 56 contains 19762 members 
Mstep: Class 57 contains 2040 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17377 members 
Mstep: Class 60 contains 30629 members 
Mstep: Class 61 contains 5175 members 
Mstep: Class 62 contains 15268 members 
Mstep: Class 63 contains 29705 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 686 members 
Mstep: Class 66 contains 22736 members 
Mstep: Class 67 contains 33611 members 
Mstep: Class 68 contains 29604 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 30022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367520.000000 Penalty: 236786.078125
Iteration 206Q: 71 clusters Score -1.613675e+08 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5252 members 
Mstep: Class 8 contains 42222 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 21721 members 
Mstep: Class 13 contains 36176 members 
Mstep: Class 14 contains 31208 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15999 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5346 members 
Mstep: Class 24 contains 39178 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16556 members 
Mstep: Class 28 contains 25625 members 
Mstep: Class 29 contains 29782 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22312 members 
Mstep: Class 33 contains 12855 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2826 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17507 members 
Mstep: Class 42 contains 29123 members 
Mstep: Class 43 contains 7482 members 
Mstep: Class 44 contains 61689 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15242 members 
Mstep: Class 47 contains 2649 members 
Mstep: Class 48 contains 42220 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20607 members 
Mstep: Class 52 contains 7077 members 
Mstep: Class 53 contains 3118 members 
Mstep: Class 54 contains 15238 members 
Mstep: Class 55 contains 29811 members 
Mstep: Class 56 contains 19723 members 
Mstep: Class 57 contains 2042 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17375 members 
Mstep: Class 60 contains 30677 members 
Mstep: Class 61 contains 5163 members 
Mstep: Class 62 contains 15301 members 
Mstep: Class 63 contains 29754 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 687 members 
Mstep: Class 66 contains 22769 members 
Mstep: Class 67 contains 33622 members 
Mstep: Class 68 contains 29576 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368000.000000 Penalty: 236786.078125
Iteration 207Q: 71 clusters Score -1.61368e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 42563 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 21659 members 
Mstep: Class 13 contains 36293 members 
Mstep: Class 14 contains 31166 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15983 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5343 members 
Mstep: Class 24 contains 38724 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16590 members 
Mstep: Class 28 contains 25856 members 
Mstep: Class 29 contains 29715 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22363 members 
Mstep: Class 33 contains 12779 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2829 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17409 members 
Mstep: Class 42 contains 29172 members 
Mstep: Class 43 contains 7480 members 
Mstep: Class 44 contains 61778 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15260 members 
Mstep: Class 47 contains 2649 members 
Mstep: Class 48 contains 42212 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20693 members 
Mstep: Class 52 contains 7072 members 
Mstep: Class 53 contains 3119 members 
Mstep: Class 54 contains 15232 members 
Mstep: Class 55 contains 29843 members 
Mstep: Class 56 contains 19720 members 
Mstep: Class 57 contains 2040 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17358 members 
Mstep: Class 60 contains 30756 members 
Mstep: Class 61 contains 5148 members 
Mstep: Class 62 contains 15345 members 
Mstep: Class 63 contains 29777 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 22807 members 
Mstep: Class 67 contains 33629 members 
Mstep: Class 68 contains 29572 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367648.000000 Penalty: 236786.078125
Iteration 208Q: 71 clusters Score -1.613676e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 42881 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 21645 members 
Mstep: Class 13 contains 36428 members 
Mstep: Class 14 contains 31120 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15982 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 38274 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16618 members 
Mstep: Class 28 contains 26117 members 
Mstep: Class 29 contains 29658 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22424 members 
Mstep: Class 33 contains 12703 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2830 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17334 members 
Mstep: Class 42 contains 29303 members 
Mstep: Class 43 contains 7475 members 
Mstep: Class 44 contains 61828 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15285 members 
Mstep: Class 47 contains 2648 members 
Mstep: Class 48 contains 42224 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20758 members 
Mstep: Class 52 contains 7070 members 
Mstep: Class 53 contains 3120 members 
Mstep: Class 54 contains 15209 members 
Mstep: Class 55 contains 29805 members 
Mstep: Class 56 contains 19707 members 
Mstep: Class 57 contains 2038 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17331 members 
Mstep: Class 60 contains 30838 members 
Mstep: Class 61 contains 5134 members 
Mstep: Class 62 contains 15372 members 
Mstep: Class 63 contains 29791 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 22795 members 
Mstep: Class 67 contains 33622 members 
Mstep: Class 68 contains 29557 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367472.000000 Penalty: 236786.078125
Iteration 209Q: 71 clusters Score -1.613675e+08 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 43184 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 21631 members 
Mstep: Class 13 contains 36561 members 
Mstep: Class 14 contains 31085 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 37815 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16646 members 
Mstep: Class 28 contains 26353 members 
Mstep: Class 29 contains 29573 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22482 members 
Mstep: Class 33 contains 12635 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2830 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17274 members 
Mstep: Class 42 contains 29464 members 
Mstep: Class 43 contains 7468 members 
Mstep: Class 44 contains 61882 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15301 members 
Mstep: Class 47 contains 2648 members 
Mstep: Class 48 contains 42212 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20795 members 
Mstep: Class 52 contains 7048 members 
Mstep: Class 53 contains 3121 members 
Mstep: Class 54 contains 15182 members 
Mstep: Class 55 contains 29722 members 
Mstep: Class 56 contains 19650 members 
Mstep: Class 57 contains 2039 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17320 members 
Mstep: Class 60 contains 30905 members 
Mstep: Class 61 contains 5132 members 
Mstep: Class 62 contains 15425 members 
Mstep: Class 63 contains 29855 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 22795 members 
Mstep: Class 67 contains 33597 members 
Mstep: Class 68 contains 29554 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367264.000000 Penalty: 236786.078125
Iteration 210Q: 71 clusters Score -1.613673e+08 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5255 members 
Mstep: Class 8 contains 43453 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 21607 members 
Mstep: Class 13 contains 36702 members 
Mstep: Class 14 contains 31023 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 37382 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16677 members 
Mstep: Class 28 contains 26558 members 
Mstep: Class 29 contains 29534 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22580 members 
Mstep: Class 33 contains 12557 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2833 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17198 members 
Mstep: Class 42 contains 29627 members 
Mstep: Class 43 contains 7467 members 
Mstep: Class 44 contains 61921 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15307 members 
Mstep: Class 47 contains 2647 members 
Mstep: Class 48 contains 42189 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20840 members 
Mstep: Class 52 contains 7045 members 
Mstep: Class 53 contains 3126 members 
Mstep: Class 54 contains 15153 members 
Mstep: Class 55 contains 29564 members 
Mstep: Class 56 contains 19641 members 
Mstep: Class 57 contains 2040 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17269 members 
Mstep: Class 60 contains 30984 members 
Mstep: Class 61 contains 5125 members 
Mstep: Class 62 contains 15493 members 
Mstep: Class 63 contains 29867 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 22823 members 
Mstep: Class 67 contains 33568 members 
Mstep: Class 68 contains 29553 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367216.000000 Penalty: 236786.078125
Iteration 211Q: 71 clusters Score -1.613672e+08 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5313 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5256 members 
Mstep: Class 8 contains 43735 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 21561 members 
Mstep: Class 13 contains 36859 members 
Mstep: Class 14 contains 30990 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15962 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 36971 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16709 members 
Mstep: Class 28 contains 26714 members 
Mstep: Class 29 contains 29479 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22645 members 
Mstep: Class 33 contains 12469 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2831 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17131 members 
Mstep: Class 42 contains 29767 members 
Mstep: Class 43 contains 7461 members 
Mstep: Class 44 contains 61923 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15305 members 
Mstep: Class 47 contains 2648 members 
Mstep: Class 48 contains 42186 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 20880 members 
Mstep: Class 52 contains 7037 members 
Mstep: Class 53 contains 3123 members 
Mstep: Class 54 contains 15125 members 
Mstep: Class 55 contains 29423 members 
Mstep: Class 56 contains 19660 members 
Mstep: Class 57 contains 2040 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17221 members 
Mstep: Class 60 contains 31010 members 
Mstep: Class 61 contains 5120 members 
Mstep: Class 62 contains 15584 members 
Mstep: Class 63 contains 29935 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 22860 members 
Mstep: Class 67 contains 33538 members 
Mstep: Class 68 contains 29542 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366912.000000 Penalty: 236786.078125
Iteration 212Q: 71 clusters Score -1.613669e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5313 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5252 members 
Mstep: Class 8 contains 43966 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 21528 members 
Mstep: Class 13 contains 37031 members 
Mstep: Class 14 contains 30939 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5355 members 
Mstep: Class 24 contains 36602 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16723 members 
Mstep: Class 28 contains 26834 members 
Mstep: Class 29 contains 29392 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22709 members 
Mstep: Class 33 contains 12378 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2831 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 17068 members 
Mstep: Class 42 contains 29889 members 
Mstep: Class 43 contains 7457 members 
Mstep: Class 44 contains 61914 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15306 members 
Mstep: Class 47 contains 2647 members 
Mstep: Class 48 contains 42204 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 20905 members 
Mstep: Class 52 contains 7038 members 
Mstep: Class 53 contains 3128 members 
Mstep: Class 54 contains 15099 members 
Mstep: Class 55 contains 29307 members 
Mstep: Class 56 contains 19639 members 
Mstep: Class 57 contains 2040 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17197 members 
Mstep: Class 60 contains 31057 members 
Mstep: Class 61 contains 5115 members 
Mstep: Class 62 contains 15663 members 
Mstep: Class 63 contains 29987 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 22905 members 
Mstep: Class 67 contains 33498 members 
Mstep: Class 68 contains 29554 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366704.000000 Penalty: 236786.078125
Iteration 213Q: 71 clusters Score -1.613667e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5312 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 44200 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 21503 members 
Mstep: Class 13 contains 37202 members 
Mstep: Class 14 contains 30914 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15939 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5353 members 
Mstep: Class 24 contains 36251 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16750 members 
Mstep: Class 28 contains 26933 members 
Mstep: Class 29 contains 29300 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22754 members 
Mstep: Class 33 contains 12301 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2833 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16994 members 
Mstep: Class 42 contains 30008 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 61883 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15319 members 
Mstep: Class 47 contains 2646 members 
Mstep: Class 48 contains 42227 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2449 members 
Mstep: Class 51 contains 20904 members 
Mstep: Class 52 contains 7031 members 
Mstep: Class 53 contains 3126 members 
Mstep: Class 54 contains 15068 members 
Mstep: Class 55 contains 29152 members 
Mstep: Class 56 contains 19662 members 
Mstep: Class 57 contains 2038 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17154 members 
Mstep: Class 60 contains 31089 members 
Mstep: Class 61 contains 5114 members 
Mstep: Class 62 contains 15745 members 
Mstep: Class 63 contains 30085 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 22968 members 
Mstep: Class 67 contains 33441 members 
Mstep: Class 68 contains 29554 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366800.000000 Penalty: 236786.078125
Iteration 214Q: 71 clusters Score -1.613668e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 8 contains 44369 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 21483 members 
Mstep: Class 13 contains 37385 members 
Mstep: Class 14 contains 30891 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 35935 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16785 members 
Mstep: Class 28 contains 27036 members 
Mstep: Class 29 contains 29191 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22813 members 
Mstep: Class 33 contains 12231 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2833 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16904 members 
Mstep: Class 42 contains 30120 members 
Mstep: Class 43 contains 7447 members 
Mstep: Class 44 contains 61838 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15332 members 
Mstep: Class 47 contains 2646 members 
Mstep: Class 48 contains 42252 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20926 members 
Mstep: Class 52 contains 7025 members 
Mstep: Class 53 contains 3127 members 
Mstep: Class 54 contains 15035 members 
Mstep: Class 55 contains 28994 members 
Mstep: Class 56 contains 19673 members 
Mstep: Class 57 contains 2034 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17110 members 
Mstep: Class 60 contains 31139 members 
Mstep: Class 61 contains 5115 members 
Mstep: Class 62 contains 15798 members 
Mstep: Class 63 contains 30162 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23039 members 
Mstep: Class 67 contains 33395 members 
Mstep: Class 68 contains 29567 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366640.000000 Penalty: 236786.078125
Iteration 215Q: 71 clusters Score -1.613666e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 44507 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 21469 members 
Mstep: Class 13 contains 37584 members 
Mstep: Class 14 contains 30873 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5346 members 
Mstep: Class 24 contains 35628 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16821 members 
Mstep: Class 28 contains 27096 members 
Mstep: Class 29 contains 29111 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22871 members 
Mstep: Class 33 contains 12173 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2833 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16815 members 
Mstep: Class 42 contains 30223 members 
Mstep: Class 43 contains 7449 members 
Mstep: Class 44 contains 61814 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15340 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42259 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20945 members 
Mstep: Class 52 contains 7018 members 
Mstep: Class 53 contains 3130 members 
Mstep: Class 54 contains 15008 members 
Mstep: Class 55 contains 28820 members 
Mstep: Class 56 contains 19741 members 
Mstep: Class 57 contains 2034 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17060 members 
Mstep: Class 60 contains 31166 members 
Mstep: Class 61 contains 5113 members 
Mstep: Class 62 contains 15842 members 
Mstep: Class 63 contains 30230 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23093 members 
Mstep: Class 67 contains 33360 members 
Mstep: Class 68 contains 29563 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366608.000000 Penalty: 236786.078125
Iteration 216Q: 71 clusters Score -1.613666e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5237 members 
Mstep: Class 8 contains 44617 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 21460 members 
Mstep: Class 13 contains 37789 members 
Mstep: Class 14 contains 30861 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7122 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 35349 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 16872 members 
Mstep: Class 28 contains 27059 members 
Mstep: Class 29 contains 29061 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22924 members 
Mstep: Class 33 contains 12102 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2833 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16672 members 
Mstep: Class 42 contains 30289 members 
Mstep: Class 43 contains 7454 members 
Mstep: Class 44 contains 61795 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15355 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42271 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 20965 members 
Mstep: Class 52 contains 7011 members 
Mstep: Class 53 contains 3126 members 
Mstep: Class 54 contains 14965 members 
Mstep: Class 55 contains 28694 members 
Mstep: Class 56 contains 19831 members 
Mstep: Class 57 contains 2033 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17028 members 
Mstep: Class 60 contains 31169 members 
Mstep: Class 61 contains 5110 members 
Mstep: Class 62 contains 15892 members 
Mstep: Class 63 contains 30265 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23180 members 
Mstep: Class 67 contains 33318 members 
Mstep: Class 68 contains 29566 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366352.000000 Penalty: 236786.078125
Iteration 217Q: 71 clusters Score -1.613664e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 44713 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2759 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 13 contains 38002 members 
Mstep: Class 14 contains 30854 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15918 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 35082 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 16921 members 
Mstep: Class 28 contains 27002 members 
Mstep: Class 29 contains 29030 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 22970 members 
Mstep: Class 33 contains 12036 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 2834 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16507 members 
Mstep: Class 42 contains 30347 members 
Mstep: Class 43 contains 7450 members 
Mstep: Class 44 contains 61772 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15369 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42285 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21008 members 
Mstep: Class 52 contains 6999 members 
Mstep: Class 53 contains 3123 members 
Mstep: Class 54 contains 14916 members 
Mstep: Class 55 contains 28552 members 
Mstep: Class 56 contains 19933 members 
Mstep: Class 57 contains 2031 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 17010 members 
Mstep: Class 60 contains 31174 members 
Mstep: Class 61 contains 5109 members 
Mstep: Class 62 contains 15930 members 
Mstep: Class 63 contains 30280 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23263 members 
Mstep: Class 67 contains 33292 members 
Mstep: Class 68 contains 29569 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366384.000000 Penalty: 236786.078125
Iteration 218Q: 71 clusters Score -1.613664e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 44800 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 38177 members 
Mstep: Class 14 contains 30843 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15907 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 34823 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 16953 members 
Mstep: Class 28 contains 26921 members 
Mstep: Class 29 contains 28982 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23021 members 
Mstep: Class 33 contains 11968 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 2836 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16355 members 
Mstep: Class 42 contains 30379 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 61760 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15380 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42305 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 21090 members 
Mstep: Class 52 contains 6993 members 
Mstep: Class 53 contains 3122 members 
Mstep: Class 54 contains 14886 members 
Mstep: Class 55 contains 28463 members 
Mstep: Class 56 contains 19997 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16986 members 
Mstep: Class 60 contains 31199 members 
Mstep: Class 61 contains 5104 members 
Mstep: Class 62 contains 15964 members 
Mstep: Class 63 contains 30314 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23301 members 
Mstep: Class 67 contains 33282 members 
Mstep: Class 68 contains 29559 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366016.000000 Penalty: 236786.078125
Iteration 219Q: 71 clusters Score -1.61366e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5238 members 
Mstep: Class 8 contains 44861 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 21508 members 
Mstep: Class 13 contains 38338 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 34592 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 16965 members 
Mstep: Class 28 contains 26841 members 
Mstep: Class 29 contains 28919 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23068 members 
Mstep: Class 33 contains 11913 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16217 members 
Mstep: Class 42 contains 30408 members 
Mstep: Class 43 contains 7452 members 
Mstep: Class 44 contains 61759 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15388 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42320 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21145 members 
Mstep: Class 52 contains 6984 members 
Mstep: Class 53 contains 3122 members 
Mstep: Class 54 contains 14860 members 
Mstep: Class 55 contains 28395 members 
Mstep: Class 56 contains 20060 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16969 members 
Mstep: Class 60 contains 31206 members 
Mstep: Class 61 contains 5098 members 
Mstep: Class 62 contains 16018 members 
Mstep: Class 63 contains 30343 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23339 members 
Mstep: Class 67 contains 33273 members 
Mstep: Class 68 contains 29558 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366304.000000 Penalty: 236786.078125
Iteration 220F: 71 clusters Score -1.613663e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 44919 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 21489 members 
Mstep: Class 13 contains 38512 members 
Mstep: Class 14 contains 30854 members 
Mstep: Class 15 contains 6760 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15857 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 34356 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 16966 members 
Mstep: Class 28 contains 26768 members 
Mstep: Class 29 contains 28875 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23097 members 
Mstep: Class 33 contains 11871 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16105 members 
Mstep: Class 42 contains 30434 members 
Mstep: Class 43 contains 7450 members 
Mstep: Class 44 contains 61778 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15399 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42317 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21222 members 
Mstep: Class 52 contains 6979 members 
Mstep: Class 53 contains 3120 members 
Mstep: Class 54 contains 14825 members 
Mstep: Class 55 contains 28369 members 
Mstep: Class 56 contains 20107 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16976 members 
Mstep: Class 60 contains 31231 members 
Mstep: Class 61 contains 5091 members 
Mstep: Class 62 contains 16082 members 
Mstep: Class 63 contains 30346 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23364 members 
Mstep: Class 67 contains 33246 members 
Mstep: Class 68 contains 29558 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366336.000000 Penalty: 236786.078125
Iteration 221Q: 71 clusters Score -1.613663e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 45036 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2759 members 
Mstep: Class 12 contains 21448 members 
Mstep: Class 13 contains 38635 members 
Mstep: Class 14 contains 30855 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15843 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 34141 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 16964 members 
Mstep: Class 28 contains 26674 members 
Mstep: Class 29 contains 28863 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23129 members 
Mstep: Class 33 contains 11822 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 2837 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 16004 members 
Mstep: Class 42 contains 30437 members 
Mstep: Class 43 contains 7444 members 
Mstep: Class 44 contains 61762 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15403 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42335 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21304 members 
Mstep: Class 52 contains 6974 members 
Mstep: Class 53 contains 3120 members 
Mstep: Class 54 contains 14807 members 
Mstep: Class 55 contains 28350 members 
Mstep: Class 56 contains 20127 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16977 members 
Mstep: Class 60 contains 31258 members 
Mstep: Class 61 contains 5082 members 
Mstep: Class 62 contains 16151 members 
Mstep: Class 63 contains 30363 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23388 members 
Mstep: Class 67 contains 33218 members 
Mstep: Class 68 contains 29560 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366400.000000 Penalty: 236786.078125
Iteration 222Q: 71 clusters Score -1.613664e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5234 members 
Mstep: Class 8 contains 45133 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 38764 members 
Mstep: Class 14 contains 30852 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15832 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5323 members 
Mstep: Class 24 contains 33939 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 16974 members 
Mstep: Class 28 contains 26572 members 
Mstep: Class 29 contains 28870 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23164 members 
Mstep: Class 33 contains 11774 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 2837 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15930 members 
Mstep: Class 42 contains 30440 members 
Mstep: Class 43 contains 7439 members 
Mstep: Class 44 contains 61753 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15391 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42331 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21398 members 
Mstep: Class 52 contains 6964 members 
Mstep: Class 53 contains 3120 members 
Mstep: Class 54 contains 14785 members 
Mstep: Class 55 contains 28411 members 
Mstep: Class 56 contains 20111 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16977 members 
Mstep: Class 60 contains 31269 members 
Mstep: Class 61 contains 5077 members 
Mstep: Class 62 contains 16214 members 
Mstep: Class 63 contains 30361 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23408 members 
Mstep: Class 67 contains 33170 members 
Mstep: Class 68 contains 29568 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366112.000000 Penalty: 236786.078125
Iteration 223Q: 71 clusters Score -1.613661e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 45268 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 21391 members 
Mstep: Class 13 contains 38876 members 
Mstep: Class 14 contains 30844 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15808 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7072 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5321 members 
Mstep: Class 24 contains 33698 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 16978 members 
Mstep: Class 28 contains 26512 members 
Mstep: Class 29 contains 28894 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23216 members 
Mstep: Class 33 contains 11742 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2837 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15844 members 
Mstep: Class 42 contains 30453 members 
Mstep: Class 43 contains 7438 members 
Mstep: Class 44 contains 61740 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15388 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42331 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21468 members 
Mstep: Class 52 contains 6958 members 
Mstep: Class 53 contains 3123 members 
Mstep: Class 54 contains 14757 members 
Mstep: Class 55 contains 28450 members 
Mstep: Class 56 contains 20105 members 
Mstep: Class 57 contains 2031 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16963 members 
Mstep: Class 60 contains 31292 members 
Mstep: Class 61 contains 5069 members 
Mstep: Class 62 contains 16276 members 
Mstep: Class 63 contains 30347 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23429 members 
Mstep: Class 67 contains 33128 members 
Mstep: Class 68 contains 29570 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366064.000000 Penalty: 236786.078125
Iteration 224Q: 71 clusters Score -1.613661e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 45371 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 21342 members 
Mstep: Class 13 contains 38989 members 
Mstep: Class 14 contains 30831 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 33481 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 16996 members 
Mstep: Class 28 contains 26474 members 
Mstep: Class 29 contains 28913 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23244 members 
Mstep: Class 33 contains 11710 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2841 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15763 members 
Mstep: Class 42 contains 30443 members 
Mstep: Class 43 contains 7438 members 
Mstep: Class 44 contains 61710 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15377 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42334 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21501 members 
Mstep: Class 52 contains 6955 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 14723 members 
Mstep: Class 55 contains 28477 members 
Mstep: Class 56 contains 20096 members 
Mstep: Class 57 contains 2031 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16946 members 
Mstep: Class 60 contains 31315 members 
Mstep: Class 61 contains 5063 members 
Mstep: Class 62 contains 16363 members 
Mstep: Class 63 contains 30353 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23492 members 
Mstep: Class 67 contains 33115 members 
Mstep: Class 68 contains 29575 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365872.000000 Penalty: 236786.078125
Iteration 225Q: 71 clusters Score -1.613659e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5234 members 
Mstep: Class 8 contains 45449 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 21310 members 
Mstep: Class 13 contains 39084 members 
Mstep: Class 14 contains 30829 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15779 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5323 members 
Mstep: Class 24 contains 33298 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17015 members 
Mstep: Class 28 contains 26408 members 
Mstep: Class 29 contains 28932 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23274 members 
Mstep: Class 33 contains 11670 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15678 members 
Mstep: Class 42 contains 30436 members 
Mstep: Class 43 contains 7437 members 
Mstep: Class 44 contains 61689 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15383 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42326 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21515 members 
Mstep: Class 52 contains 6949 members 
Mstep: Class 53 contains 3129 members 
Mstep: Class 54 contains 14688 members 
Mstep: Class 55 contains 28529 members 
Mstep: Class 56 contains 20100 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16926 members 
Mstep: Class 60 contains 31336 members 
Mstep: Class 61 contains 5058 members 
Mstep: Class 62 contains 16463 members 
Mstep: Class 63 contains 30336 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23545 members 
Mstep: Class 67 contains 33093 members 
Mstep: Class 68 contains 29585 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365424.000000 Penalty: 236786.078125
Iteration 226Q: 71 clusters Score -1.613654e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5233 members 
Mstep: Class 8 contains 45539 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 21292 members 
Mstep: Class 13 contains 39173 members 
Mstep: Class 14 contains 30815 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15762 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5321 members 
Mstep: Class 24 contains 33126 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17033 members 
Mstep: Class 28 contains 26363 members 
Mstep: Class 29 contains 28932 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23295 members 
Mstep: Class 33 contains 11622 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15601 members 
Mstep: Class 42 contains 30419 members 
Mstep: Class 43 contains 7433 members 
Mstep: Class 44 contains 61669 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15397 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42324 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 21555 members 
Mstep: Class 52 contains 6943 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 14662 members 
Mstep: Class 55 contains 28590 members 
Mstep: Class 56 contains 20112 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16905 members 
Mstep: Class 60 contains 31353 members 
Mstep: Class 61 contains 5048 members 
Mstep: Class 62 contains 16533 members 
Mstep: Class 63 contains 30342 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23601 members 
Mstep: Class 67 contains 33059 members 
Mstep: Class 68 contains 29580 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365056.000000 Penalty: 236786.078125
Iteration 227Q: 71 clusters Score -1.613651e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 45647 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 21284 members 
Mstep: Class 13 contains 39266 members 
Mstep: Class 14 contains 30803 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15752 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5316 members 
Mstep: Class 24 contains 32935 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17050 members 
Mstep: Class 28 contains 26365 members 
Mstep: Class 29 contains 28903 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23316 members 
Mstep: Class 33 contains 11563 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2841 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15544 members 
Mstep: Class 42 contains 30355 members 
Mstep: Class 43 contains 7427 members 
Mstep: Class 44 contains 61646 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15420 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42348 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21587 members 
Mstep: Class 52 contains 6944 members 
Mstep: Class 53 contains 3129 members 
Mstep: Class 54 contains 14634 members 
Mstep: Class 55 contains 28647 members 
Mstep: Class 56 contains 20121 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16900 members 
Mstep: Class 60 contains 31381 members 
Mstep: Class 61 contains 5046 members 
Mstep: Class 62 contains 16594 members 
Mstep: Class 63 contains 30355 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23618 members 
Mstep: Class 67 contains 33035 members 
Mstep: Class 68 contains 29587 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365264.000000 Penalty: 236786.078125
Iteration 228Q: 71 clusters Score -1.613653e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 45747 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 21264 members 
Mstep: Class 13 contains 39366 members 
Mstep: Class 14 contains 30793 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15732 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7066 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 32743 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17064 members 
Mstep: Class 28 contains 26366 members 
Mstep: Class 29 contains 28870 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23331 members 
Mstep: Class 33 contains 11524 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15493 members 
Mstep: Class 42 contains 30294 members 
Mstep: Class 43 contains 7418 members 
Mstep: Class 44 contains 61616 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15433 members 
Mstep: Class 47 contains 2647 members 
Mstep: Class 48 contains 42365 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21610 members 
Mstep: Class 52 contains 6946 members 
Mstep: Class 53 contains 3129 members 
Mstep: Class 54 contains 14623 members 
Mstep: Class 55 contains 28717 members 
Mstep: Class 56 contains 20127 members 
Mstep: Class 57 contains 2031 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16894 members 
Mstep: Class 60 contains 31412 members 
Mstep: Class 61 contains 5038 members 
Mstep: Class 62 contains 16648 members 
Mstep: Class 63 contains 30367 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23659 members 
Mstep: Class 67 contains 33031 members 
Mstep: Class 68 contains 29596 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364816.000000 Penalty: 236786.078125
Iteration 229Q: 71 clusters Score -1.613648e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 45849 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 21261 members 
Mstep: Class 13 contains 39449 members 
Mstep: Class 14 contains 30788 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15713 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 32562 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17087 members 
Mstep: Class 28 contains 26361 members 
Mstep: Class 29 contains 28851 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23355 members 
Mstep: Class 33 contains 11499 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15452 members 
Mstep: Class 42 contains 30215 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 61599 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15443 members 
Mstep: Class 47 contains 2647 members 
Mstep: Class 48 contains 42370 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21622 members 
Mstep: Class 52 contains 6945 members 
Mstep: Class 53 contains 3128 members 
Mstep: Class 54 contains 14607 members 
Mstep: Class 55 contains 28788 members 
Mstep: Class 56 contains 20120 members 
Mstep: Class 57 contains 2030 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16878 members 
Mstep: Class 60 contains 31427 members 
Mstep: Class 61 contains 5028 members 
Mstep: Class 62 contains 16703 members 
Mstep: Class 63 contains 30389 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23677 members 
Mstep: Class 67 contains 33028 members 
Mstep: Class 68 contains 29597 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364960.000000 Penalty: 236786.078125
Iteration 230Q: 71 clusters Score -1.61365e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 45916 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 21238 members 
Mstep: Class 13 contains 39528 members 
Mstep: Class 14 contains 30789 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15694 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7055 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5313 members 
Mstep: Class 24 contains 32418 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17117 members 
Mstep: Class 28 contains 26373 members 
Mstep: Class 29 contains 28825 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23360 members 
Mstep: Class 33 contains 11468 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15403 members 
Mstep: Class 42 contains 30143 members 
Mstep: Class 43 contains 7416 members 
Mstep: Class 44 contains 61604 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15457 members 
Mstep: Class 47 contains 2646 members 
Mstep: Class 48 contains 42373 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21638 members 
Mstep: Class 52 contains 6944 members 
Mstep: Class 53 contains 3132 members 
Mstep: Class 54 contains 14591 members 
Mstep: Class 55 contains 28838 members 
Mstep: Class 56 contains 20121 members 
Mstep: Class 57 contains 2031 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16873 members 
Mstep: Class 60 contains 31452 members 
Mstep: Class 61 contains 5023 members 
Mstep: Class 62 contains 16748 members 
Mstep: Class 63 contains 30400 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23707 members 
Mstep: Class 67 contains 33027 members 
Mstep: Class 68 contains 29595 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364560.000000 Penalty: 236786.078125
Iteration 231Q: 71 clusters Score -1.613646e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 45987 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 21230 members 
Mstep: Class 13 contains 39590 members 
Mstep: Class 14 contains 30805 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7047 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5312 members 
Mstep: Class 24 contains 32283 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17138 members 
Mstep: Class 28 contains 26396 members 
Mstep: Class 29 contains 28813 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23389 members 
Mstep: Class 33 contains 11440 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15368 members 
Mstep: Class 42 contains 30049 members 
Mstep: Class 43 contains 7409 members 
Mstep: Class 44 contains 61593 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15467 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42374 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21654 members 
Mstep: Class 52 contains 6943 members 
Mstep: Class 53 contains 3132 members 
Mstep: Class 54 contains 14570 members 
Mstep: Class 55 contains 28883 members 
Mstep: Class 56 contains 20104 members 
Mstep: Class 57 contains 2031 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16868 members 
Mstep: Class 60 contains 31474 members 
Mstep: Class 61 contains 5017 members 
Mstep: Class 62 contains 16804 members 
Mstep: Class 63 contains 30404 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 688 members 
Mstep: Class 66 contains 23708 members 
Mstep: Class 67 contains 33031 members 
Mstep: Class 68 contains 29591 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364640.000000 Penalty: 236786.078125
Iteration 232Q: 71 clusters Score -1.613646e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 46064 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 21208 members 
Mstep: Class 13 contains 39644 members 
Mstep: Class 14 contains 30791 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7047 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5309 members 
Mstep: Class 24 contains 32156 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17160 members 
Mstep: Class 28 contains 26428 members 
Mstep: Class 29 contains 28793 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23411 members 
Mstep: Class 33 contains 11402 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15337 members 
Mstep: Class 42 contains 29971 members 
Mstep: Class 43 contains 7408 members 
Mstep: Class 44 contains 61596 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15487 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42364 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21653 members 
Mstep: Class 52 contains 6940 members 
Mstep: Class 53 contains 3130 members 
Mstep: Class 54 contains 14558 members 
Mstep: Class 55 contains 28939 members 
Mstep: Class 56 contains 20105 members 
Mstep: Class 57 contains 2031 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16848 members 
Mstep: Class 60 contains 31493 members 
Mstep: Class 61 contains 5006 members 
Mstep: Class 62 contains 16865 members 
Mstep: Class 63 contains 30416 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 689 members 
Mstep: Class 66 contains 23734 members 
Mstep: Class 67 contains 33040 members 
Mstep: Class 68 contains 29593 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364896.000000 Penalty: 236786.078125
Iteration 233Q: 71 clusters Score -1.613649e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 46140 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2754 members 
Mstep: Class 12 contains 21183 members 
Mstep: Class 13 contains 39683 members 
Mstep: Class 14 contains 30782 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 32019 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17172 members 
Mstep: Class 28 contains 26469 members 
Mstep: Class 29 contains 28750 members 
Mstep: Class 30 contains 3829 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23436 members 
Mstep: Class 33 contains 11373 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15295 members 
Mstep: Class 42 contains 29879 members 
Mstep: Class 43 contains 7403 members 
Mstep: Class 44 contains 61588 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15491 members 
Mstep: Class 47 contains 2643 members 
Mstep: Class 48 contains 42363 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21645 members 
Mstep: Class 52 contains 6941 members 
Mstep: Class 53 contains 3131 members 
Mstep: Class 54 contains 14561 members 
Mstep: Class 55 contains 29010 members 
Mstep: Class 56 contains 20104 members 
Mstep: Class 57 contains 2031 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16830 members 
Mstep: Class 60 contains 31513 members 
Mstep: Class 61 contains 4998 members 
Mstep: Class 62 contains 16916 members 
Mstep: Class 63 contains 30440 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 23770 members 
Mstep: Class 67 contains 33088 members 
Mstep: Class 68 contains 29595 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365024.000000 Penalty: 236786.078125
Iteration 234Q: 71 clusters Score -1.61365e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 46223 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 21156 members 
Mstep: Class 13 contains 39762 members 
Mstep: Class 14 contains 30788 members 
Mstep: Class 15 contains 6758 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7045 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 31865 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17180 members 
Mstep: Class 28 contains 26472 members 
Mstep: Class 29 contains 28699 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23440 members 
Mstep: Class 33 contains 11342 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15262 members 
Mstep: Class 42 contains 29794 members 
Mstep: Class 43 contains 7406 members 
Mstep: Class 44 contains 61569 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15500 members 
Mstep: Class 47 contains 2642 members 
Mstep: Class 48 contains 42370 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21628 members 
Mstep: Class 52 contains 6938 members 
Mstep: Class 53 contains 3130 members 
Mstep: Class 54 contains 14559 members 
Mstep: Class 55 contains 29135 members 
Mstep: Class 56 contains 20119 members 
Mstep: Class 57 contains 2029 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16821 members 
Mstep: Class 60 contains 31545 members 
Mstep: Class 61 contains 4989 members 
Mstep: Class 62 contains 16968 members 
Mstep: Class 63 contains 30439 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 23813 members 
Mstep: Class 67 contains 33101 members 
Mstep: Class 68 contains 29590 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364800.000000 Penalty: 236786.078125
Iteration 235Q: 71 clusters Score -1.613648e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 46301 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 21140 members 
Mstep: Class 13 contains 39823 members 
Mstep: Class 14 contains 30802 members 
Mstep: Class 15 contains 6756 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7044 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 31721 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17185 members 
Mstep: Class 28 contains 26512 members 
Mstep: Class 29 contains 28656 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23444 members 
Mstep: Class 33 contains 11320 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15214 members 
Mstep: Class 42 contains 29730 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 61544 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15508 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42374 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21628 members 
Mstep: Class 52 contains 6929 members 
Mstep: Class 53 contains 3128 members 
Mstep: Class 54 contains 14562 members 
Mstep: Class 55 contains 29238 members 
Mstep: Class 56 contains 20109 members 
Mstep: Class 57 contains 2028 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16811 members 
Mstep: Class 60 contains 31558 members 
Mstep: Class 61 contains 4981 members 
Mstep: Class 62 contains 17004 members 
Mstep: Class 63 contains 30431 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 23875 members 
Mstep: Class 67 contains 33135 members 
Mstep: Class 68 contains 29589 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364960.000000 Penalty: 236786.078125
Iteration 236Q: 71 clusters Score -1.61365e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 46373 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 21125 members 
Mstep: Class 13 contains 39876 members 
Mstep: Class 14 contains 30813 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15661 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7046 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 31568 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17184 members 
Mstep: Class 28 contains 26551 members 
Mstep: Class 29 contains 28632 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23452 members 
Mstep: Class 33 contains 11299 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15194 members 
Mstep: Class 42 contains 29709 members 
Mstep: Class 43 contains 7407 members 
Mstep: Class 44 contains 61523 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15517 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42369 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21622 members 
Mstep: Class 52 contains 6923 members 
Mstep: Class 53 contains 3126 members 
Mstep: Class 54 contains 14570 members 
Mstep: Class 55 contains 29317 members 
Mstep: Class 56 contains 20102 members 
Mstep: Class 57 contains 2028 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16803 members 
Mstep: Class 60 contains 31571 members 
Mstep: Class 61 contains 4979 members 
Mstep: Class 62 contains 17026 members 
Mstep: Class 63 contains 30426 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 23919 members 
Mstep: Class 67 contains 33176 members 
Mstep: Class 68 contains 29597 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364720.000000 Penalty: 236786.078125
Iteration 237Q: 71 clusters Score -1.613647e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 46422 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 21127 members 
Mstep: Class 13 contains 39948 members 
Mstep: Class 14 contains 30816 members 
Mstep: Class 15 contains 6753 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7052 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 31442 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17188 members 
Mstep: Class 28 contains 26572 members 
Mstep: Class 29 contains 28598 members 
Mstep: Class 30 contains 3826 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23475 members 
Mstep: Class 33 contains 11288 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15172 members 
Mstep: Class 42 contains 29699 members 
Mstep: Class 43 contains 7408 members 
Mstep: Class 44 contains 61511 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15533 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42361 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21608 members 
Mstep: Class 52 contains 6919 members 
Mstep: Class 53 contains 3124 members 
Mstep: Class 54 contains 14582 members 
Mstep: Class 55 contains 29346 members 
Mstep: Class 56 contains 20097 members 
Mstep: Class 57 contains 2027 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16793 members 
Mstep: Class 60 contains 31595 members 
Mstep: Class 61 contains 4969 members 
Mstep: Class 62 contains 17045 members 
Mstep: Class 63 contains 30437 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 23930 members 
Mstep: Class 67 contains 33188 members 
Mstep: Class 68 contains 29599 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364704.000000 Penalty: 236786.078125
Iteration 238Q: 71 clusters Score -1.613647e+08 nChanged 1410
Entering ConstructFrom: 
Score: -161364704.000000 Penalty: 236786.078125
Entering ConstructFrom: 
Trying to split cluster 1 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -199374.953125 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -199375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -197400.953125 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -197401 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -197756.765625 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -197756.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -197871.265625 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -197871.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -197981.671875 Penalty: 3483.784424
	Iteration 3Q: 3 clusters Score -197981.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -198090.437500 Penalty: 3483.784424
	Iteration 4Q: 3 clusters Score -198090.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -198189.640625 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -198189.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -198265.375000 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -198265.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -198343.046875 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -198343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -198403.015625 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -198403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -198462.125000 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -198462.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -198521.703125 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -198521.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -198562.437500 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -198562.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -198598.406250 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -198598.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -198630.156250 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -198630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -198644.765625 Penalty: 3483.784424
	Iteration 14Q: 3 clusters Score -198644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -198653.796875 Penalty: 3483.784424
	Iteration 15Q: 3 clusters Score -198653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -198665.859375 Penalty: 3483.784424
	Iteration 16Q: 3 clusters Score -198665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -198672.359375 Penalty: 3483.784424
	Iteration 17Q: 3 clusters Score -198672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -198674.484375 Penalty: 3483.784424
	Iteration 18Q: 3 clusters Score -198674.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -198674.484375 Penalty: 3483.784424
	Iteration 19F: 3 clusters Score -198674.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 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 153 members 
Entering Unmasked Estep 
Score: -39151.781250 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39151.78 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39353.578125 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39353.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39445.191406 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -39445.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39483.765625 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -39483.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39570.765625 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -39570.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39589.492188 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -39589.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39645.007812 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -39645.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39702.289062 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -39702.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39721.437500 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -39721.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39724.375000 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -39724.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39781.476562 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -39781.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39812.117188 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -39812.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39842.972656 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -39842.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39854.382812 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -39854.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39870.843750 Penalty: 2845.339844
	Iteration 14Q: 3 clusters Score -39870.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39925.476562 Penalty: 2845.339844
	Iteration 15Q: 3 clusters Score -39925.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39928.175781 Penalty: 2845.339844
	Iteration 16Q: 3 clusters Score -39928.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39931.199219 Penalty: 2845.339844
	Iteration 17F: 3 clusters Score -39931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39933.000000 Penalty: 2845.339844
	Iteration 18Q: 3 clusters Score -39933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39934.597656 Penalty: 2845.339844
	Iteration 19Q: 3 clusters Score -39934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39937.199219 Penalty: 2845.339844
	Iteration 20F: 3 clusters Score -39937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Entering Unmasked Estep 
Score: -1013536.562500 Penalty: 2126.808105
	Iteration 0F: 2 clusters Score -1013537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1008853.437500 Penalty: 4253.616211
	Iteration 0F: 3 clusters Score -1008853 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1010418.875000 Penalty: 4253.616211
	Iteration 1F: 3 clusters Score -1010419 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1010959.250000 Penalty: 4253.616211
	Iteration 2F: 3 clusters Score -1010959 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1011327.375000 Penalty: 4253.616211
	Iteration 3F: 3 clusters Score -1011327 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1011551.500000 Penalty: 4253.616211
	Iteration 4F: 3 clusters Score -1011552 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1011690.125000 Penalty: 4253.616211
	Iteration 5Q: 3 clusters Score -1011690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1011793.500000 Penalty: 4253.616211
	Iteration 6Q: 3 clusters Score -1011794 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1011890.875000 Penalty: 4253.616211
	Iteration 7Q: 3 clusters Score -1011891 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1011982.125000 Penalty: 4253.616211
	Iteration 8Q: 3 clusters Score -1011982 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1012060.562500 Penalty: 4253.616211
	Iteration 9Q: 3 clusters Score -1012061 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1012114.000000 Penalty: 4253.616211
	Iteration 10Q: 3 clusters Score -1012114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1012172.250000 Penalty: 4253.616211
	Iteration 11Q: 3 clusters Score -1012172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1012263.187500 Penalty: 4253.616211
	Iteration 12Q: 3 clusters Score -1012263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1012367.000000 Penalty: 4253.616211
	Iteration 13Q: 3 clusters Score -1012367 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1012460.000000 Penalty: 4253.616211
	Iteration 14Q: 3 clusters Score -1012460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1012554.562500 Penalty: 4253.616211
	Iteration 15Q: 3 clusters Score -1012555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1012648.625000 Penalty: 4253.616211
	Iteration 16Q: 3 clusters Score -1012649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1012723.937500 Penalty: 4253.616211
	Iteration 17Q: 3 clusters Score -1012724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1012778.187500 Penalty: 4253.616211
	Iteration 18Q: 3 clusters Score -1012778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1012809.125000 Penalty: 4253.616211
	Iteration 19Q: 3 clusters Score -1012809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1012840.562500 Penalty: 4253.616211
	Iteration 20F: 3 clusters Score -1012841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1012878.500000 Penalty: 4253.616211
	Iteration 21Q: 3 clusters Score -1012878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1012909.000000 Penalty: 4253.616211
	Iteration 22Q: 3 clusters Score -1012909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1012926.312500 Penalty: 4253.616211
	Iteration 23Q: 3 clusters Score -1012926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1012934.812500 Penalty: 4253.616211
	Iteration 24Q: 3 clusters Score -1012935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1012941.625000 Penalty: 4253.616211
	Iteration 25Q: 3 clusters Score -1012942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1012943.062500 Penalty: 4253.616211
	Iteration 26Q: 3 clusters Score -1012943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1012945.937500 Penalty: 4253.616211
	Iteration 27Q: 3 clusters Score -1012946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1012946.562500 Penalty: 4253.616211
	Iteration 28Q: 3 clusters Score -1012947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1012946.562500 Penalty: 4253.616211
	Iteration 29F: 3 clusters Score -1012947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -92492.851562 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -92492.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91050.695312 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -91050.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91411.054688 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -91411.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -91544.148438 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -91544.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -91615.664062 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -91615.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -91641.570312 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -91641.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -91656.023438 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -91656.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -91682.914062 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -91682.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -91703.382812 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -91703.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -91712.703125 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -91712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -91717.351562 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -91717.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91718.250000 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -91718.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91718.250000 Penalty: 3123.366211
	Iteration 11F: 3 clusters Score -91718.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -99340.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -99340.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -97768.265625 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97768.27 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98077.617188 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -98077.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -98195.234375 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98195.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98238.671875 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -98238.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98273.000000 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -98273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -98320.093750 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -98320.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98371.546875 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -98371.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -98426.226562 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -98426.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98521.726562 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -98521.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98574.085938 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -98574.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98603.453125 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -98603.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98632.945312 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -98632.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98648.398438 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -98648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98655.476562 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -98655.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98659.585938 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -98659.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -98664.710938 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -98664.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98666.718750 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -98666.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98669.539062 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -98669.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98675.656250 Penalty: 3197.863525
	Iteration 18F: 3 clusters Score -98675.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98691.000000 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -98691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98708.085938 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -98708.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98719.414062 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -98719.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98721.390625 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -98721.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98722.812500 Penalty: 3197.863525
	Iteration 23Q: 3 clusters Score -98722.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98722.812500 Penalty: 3197.863525
	Iteration 24F: 3 clusters Score -98722.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -41942.628906 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -41942.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40782.835938 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -40782.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41117.816406 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -41117.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41280.140625 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -41280.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41359.226562 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -41359.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41386.570312 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -41386.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41420.031250 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -41420.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41434.171875 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -41434.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41439.125000 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -41439.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41439.125000 Penalty: 2873.334717
	Iteration 8F: 3 clusters Score -41439.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -1041157.562500 Penalty: 2123.227539
	Iteration 0F: 2 clusters Score -1041158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1036548.062500 Penalty: 4246.455078
	Iteration 0F: 3 clusters Score -1036548 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1037672.125000 Penalty: 4246.455078
	Iteration 1F: 3 clusters Score -1037672 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1037866.125000 Penalty: 4246.455078
	Iteration 2F: 3 clusters Score -1037866 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1037996.875000 Penalty: 4246.455078
	Iteration 3Q: 3 clusters Score -1037997 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1038096.000000 Penalty: 4246.455078
	Iteration 4Q: 3 clusters Score -1038096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1038184.875000 Penalty: 4246.455078
	Iteration 5Q: 3 clusters Score -1038185 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1038249.812500 Penalty: 4246.455078
	Iteration 6Q: 3 clusters Score -1038250 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1038315.187500 Penalty: 4246.455078
	Iteration 7Q: 3 clusters Score -1038315 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1038371.500000 Penalty: 4246.455078
	Iteration 8Q: 3 clusters Score -1038372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1038430.500000 Penalty: 4246.455078
	Iteration 9Q: 3 clusters Score -1038430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1038489.312500 Penalty: 4246.455078
	Iteration 10Q: 3 clusters Score -1038489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1038532.250000 Penalty: 4246.455078
	Iteration 11Q: 3 clusters Score -1038532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1038573.437500 Penalty: 4246.455078
	Iteration 12Q: 3 clusters Score -1038573 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1038628.062500 Penalty: 4246.455078
	Iteration 13Q: 3 clusters Score -1038628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1038680.687500 Penalty: 4246.455078
	Iteration 14Q: 3 clusters Score -1038681 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1038727.875000 Penalty: 4246.455078
	Iteration 15Q: 3 clusters Score -1038728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1038779.812500 Penalty: 4246.455078
	Iteration 16Q: 3 clusters Score -1038780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1038830.437500 Penalty: 4246.455078
	Iteration 17Q: 3 clusters Score -1038830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1038876.625000 Penalty: 4246.455078
	Iteration 18Q: 3 clusters Score -1038877 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1038924.250000 Penalty: 4246.455078
	Iteration 19Q: 3 clusters Score -1038924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1038965.437500 Penalty: 4246.455078
	Iteration 20F: 3 clusters Score -1038965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1038999.000000 Penalty: 4246.455078
	Iteration 21Q: 3 clusters Score -1038999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1039030.250000 Penalty: 4246.455078
	Iteration 22Q: 3 clusters Score -1039030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1039075.062500 Penalty: 4246.455078
	Iteration 23Q: 3 clusters Score -1039075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1039120.250000 Penalty: 4246.455078
	Iteration 24Q: 3 clusters Score -1039120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1039156.312500 Penalty: 4246.455078
	Iteration 25Q: 3 clusters Score -1039156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1039186.312500 Penalty: 4246.455078
	Iteration 26Q: 3 clusters Score -1039186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1039202.937500 Penalty: 4246.455078
	Iteration 27Q: 3 clusters Score -1039203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1039219.687500 Penalty: 4246.455078
	Iteration 28Q: 3 clusters Score -1039220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1039242.125000 Penalty: 4246.455078
	Iteration 29Q: 3 clusters Score -1039242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1039260.437500 Penalty: 4246.455078
	Iteration 30Q: 3 clusters Score -1039260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1039276.062500 Penalty: 4246.455078
	Iteration 31Q: 3 clusters Score -1039276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1039286.312500 Penalty: 4246.455078
	Iteration 32Q: 3 clusters Score -1039286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1039298.937500 Penalty: 4246.455078
	Iteration 33Q: 3 clusters Score -1039299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1039315.500000 Penalty: 4246.455078
	Iteration 34Q: 3 clusters Score -1039316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1039324.437500 Penalty: 4246.455078
	Iteration 35Q: 3 clusters Score -1039324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1039327.375000 Penalty: 4246.455078
	Iteration 36Q: 3 clusters Score -1039327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1039328.625000 Penalty: 4246.455078
	Iteration 37Q: 3 clusters Score -1039329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1039330.625000 Penalty: 4246.455078
	Iteration 38Q: 3 clusters Score -1039331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1039332.687500 Penalty: 4246.455078
	Iteration 39Q: 3 clusters Score -1039333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1039334.312500 Penalty: 4246.455078
	Iteration 40F: 3 clusters Score -1039334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1039334.625000 Penalty: 4246.455078
	Iteration 41Q: 3 clusters Score -1039335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1039334.625000 Penalty: 4246.455078
	Iteration 42F: 3 clusters Score -1039335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Entering Unmasked Estep 
Score: -8916911.000000 Penalty: 2665.157959
	Iteration 0F: 2 clusters Score -8916911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -8889715.000000 Penalty: 5330.315918
	Iteration 0F: 3 clusters Score -8889715 nChanged 21533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8901774.000000 Penalty: 5330.315918
	Iteration 1F: 3 clusters Score -8901774 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8902283.000000 Penalty: 5330.315918
	Iteration 2Q: 3 clusters Score -8902283 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -8902761.000000 Penalty: 5330.315918
	Iteration 3Q: 3 clusters Score -8902761 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -8903281.000000 Penalty: 5330.315918
	Iteration 4Q: 3 clusters Score -8903281 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -8903919.000000 Penalty: 5330.315918
	Iteration 5Q: 3 clusters Score -8903919 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -8904965.000000 Penalty: 5330.315918
	Iteration 6F: 3 clusters Score -8904965 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -8906271.000000 Penalty: 5330.315918
	Iteration 7F: 3 clusters Score -8906271 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -8907701.000000 Penalty: 5330.315918
	Iteration 8F: 3 clusters Score -8907701 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -8909191.000000 Penalty: 5330.315918
	Iteration 9F: 3 clusters Score -8909191 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -8910520.000000 Penalty: 5330.315918
	Iteration 10Q: 3 clusters Score -8910520 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8911551.000000 Penalty: 5330.315918
	Iteration 11Q: 3 clusters Score -8911551 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -8912226.000000 Penalty: 5330.315918
	Iteration 12Q: 3 clusters Score -8912226 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8912685.000000 Penalty: 5330.315918
	Iteration 13Q: 3 clusters Score -8912685 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8913022.000000 Penalty: 5330.315918
	Iteration 14Q: 3 clusters Score -8913022 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8913263.000000 Penalty: 5330.315918
	Iteration 15Q: 3 clusters Score -8913263 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -8913425.000000 Penalty: 5330.315918
	Iteration 16Q: 3 clusters Score -8913425 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8913542.000000 Penalty: 5330.315918
	Iteration 17Q: 3 clusters Score -8913542 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8913651.000000 Penalty: 5330.315918
	Iteration 18Q: 3 clusters Score -8913651 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8913757.000000 Penalty: 5330.315918
	Iteration 19Q: 3 clusters Score -8913757 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8913850.000000 Penalty: 5330.315918
	Iteration 20F: 3 clusters Score -8913850 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8913904.000000 Penalty: 5330.315918
	Iteration 21Q: 3 clusters Score -8913904 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8913984.000000 Penalty: 5330.315918
	Iteration 22Q: 3 clusters Score -8913984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8914033.000000 Penalty: 5330.315918
	Iteration 23Q: 3 clusters Score -8914033 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8914082.000000 Penalty: 5330.315918
	Iteration 24Q: 3 clusters Score -8914082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8914143.000000 Penalty: 5330.315918
	Iteration 25Q: 3 clusters Score -8914143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8914158.000000 Penalty: 5330.315918
	Iteration 26Q: 3 clusters Score -8914158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8914215.000000 Penalty: 5330.315918
	Iteration 27Q: 3 clusters Score -8914215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8914248.000000 Penalty: 5330.315918
	Iteration 28Q: 3 clusters Score -8914248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8914282.000000 Penalty: 5330.315918
	Iteration 29Q: 3 clusters Score -8914282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8914292.000000 Penalty: 5330.315918
	Iteration 30Q: 3 clusters Score -8914292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8914310.000000 Penalty: 5330.315918
	Iteration 31Q: 3 clusters Score -8914310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8914322.000000 Penalty: 5330.315918
	Iteration 32Q: 3 clusters Score -8914322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8914347.000000 Penalty: 5330.315918
	Iteration 33Q: 3 clusters Score -8914347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8914355.000000 Penalty: 5330.315918
	Iteration 34Q: 3 clusters Score -8914355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8914409.000000 Penalty: 5330.315918
	Iteration 35Q: 3 clusters Score -8914409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8914417.000000 Penalty: 5330.315918
	Iteration 36Q: 3 clusters Score -8914417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8914431.000000 Penalty: 5330.315918
	Iteration 37Q: 3 clusters Score -8914431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8914460.000000 Penalty: 5330.315918
	Iteration 38Q: 3 clusters Score -8914460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8914473.000000 Penalty: 5330.315918
	Iteration 39Q: 3 clusters Score -8914473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8914490.000000 Penalty: 5330.315918
	Iteration 40F: 3 clusters Score -8914490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8914506.000000 Penalty: 5330.315918
	Iteration 41Q: 3 clusters Score -8914506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8914504.000000 Penalty: 5330.315918
	Iteration 42Q: 3 clusters Score -8914504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8914515.000000 Penalty: 5330.315918
	Iteration 43Q: 3 clusters Score -8914515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8914520.000000 Penalty: 5330.315918
	Iteration 44Q: 3 clusters Score -8914520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8914514.000000 Penalty: 5330.315918
	Iteration 45Q: 3 clusters Score -8914514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8914522.000000 Penalty: 5330.315918
	Iteration 46Q: 3 clusters Score -8914522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8914533.000000 Penalty: 5330.315918
	Iteration 47Q: 3 clusters Score -8914533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8914530.000000 Penalty: 5330.315918
	Iteration 48Q: 3 clusters Score -8914530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8914534.000000 Penalty: 5330.315918
	Iteration 49Q: 3 clusters Score -8914534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8914537.000000 Penalty: 5330.315918
	Iteration 50Q: 3 clusters Score -8914537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8914535.000000 Penalty: 5330.315918
	Iteration 51Q: 3 clusters Score -8914535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8914539.000000 Penalty: 5330.315918
	Iteration 52Q: 3 clusters Score -8914539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8914537.000000 Penalty: 5330.315918
	Iteration 53Q: 3 clusters Score -8914537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8914548.000000 Penalty: 5330.315918
	Iteration 54Q: 3 clusters Score -8914548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8914548.000000 Penalty: 5330.315918
	Iteration 55Q: 3 clusters Score -8914548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8914547.000000 Penalty: 5330.315918
	Iteration 56Q: 3 clusters Score -8914547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8914544.000000 Penalty: 5330.315918
	Iteration 57Q: 3 clusters Score -8914544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8914544.000000 Penalty: 5330.315918
	Iteration 58F: 3 clusters Score -8914544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -74694.578125 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -74694.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73250.398438 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -73250.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73414.085938 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -73414.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73482.859375 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -73482.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73516.929688 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -73516.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73526.804688 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -73526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73534.179688 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -73534.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73538.601562 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -73538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73545.125000 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -73545.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73560.320312 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -73560.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73591.359375 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -73591.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73620.257812 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -73620.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73645.492188 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -73645.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -73657.593750 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -73657.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73666.898438 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -73666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73683.585938 Penalty: 3016.780762
	Iteration 14Q: 3 clusters Score -73683.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73696.335938 Penalty: 3016.780762
	Iteration 15Q: 3 clusters Score -73696.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73702.718750 Penalty: 3016.780762
	Iteration 16Q: 3 clusters Score -73702.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73702.718750 Penalty: 3016.780762
	Iteration 17F: 3 clusters Score -73702.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -97772.601562 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -97772.6 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 295 members 
Entering Unmasked Estep 
Score: -96334.335938 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -96334.34 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96590.296875 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -96590.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96740.343750 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -96740.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96843.617188 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -96843.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96949.656250 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -96949.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97035.000000 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -97035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97137.585938 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -97137.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97196.015625 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -97196.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97279.632812 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -97279.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97305.648438 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -97305.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97321.398438 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -97321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97335.664062 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -97335.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97350.156250 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -97350.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97353.046875 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -97353.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97368.726562 Penalty: 3135.992188
	Iteration 14F: 3 clusters Score -97368.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97413.359375 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -97413.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97437.218750 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -97437.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97442.843750 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -97442.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97446.703125 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -97446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97446.703125 Penalty: 3135.992188
	Iteration 19F: 3 clusters Score -97446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Entering Unmasked Estep 
Score: -522440.937500 Penalty: 1964.180542
	Iteration 0F: 2 clusters Score -522440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -519356.718750 Penalty: 3928.361084
	Iteration 0F: 3 clusters Score -519356.7 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -520193.125000 Penalty: 3928.361084
	Iteration 1F: 3 clusters Score -520193.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -520636.031250 Penalty: 3928.361084
	Iteration 2F: 3 clusters Score -520636 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -520953.687500 Penalty: 3928.361084
	Iteration 3F: 3 clusters Score -520953.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -521170.250000 Penalty: 3928.361084
	Iteration 4F: 3 clusters Score -521170.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -521382.968750 Penalty: 3928.361084
	Iteration 5F: 3 clusters Score -521383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -521543.281250 Penalty: 3928.361084
	Iteration 6Q: 3 clusters Score -521543.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -521676.218750 Penalty: 3928.361084
	Iteration 7Q: 3 clusters Score -521676.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -521814.187500 Penalty: 3928.361084
	Iteration 8Q: 3 clusters Score -521814.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -521935.156250 Penalty: 3928.361084
	Iteration 9Q: 3 clusters Score -521935.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -522001.781250 Penalty: 3928.361084
	Iteration 10Q: 3 clusters Score -522001.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -522021.187500 Penalty: 3928.361084
	Iteration 11Q: 3 clusters Score -522021.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -522030.250000 Penalty: 3928.361084
	Iteration 12Q: 3 clusters Score -522030.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -522041.062500 Penalty: 3928.361084
	Iteration 13Q: 3 clusters Score -522041.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -522051.062500 Penalty: 3928.361084
	Iteration 14Q: 3 clusters Score -522051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -522053.312500 Penalty: 3928.361084
	Iteration 15Q: 3 clusters Score -522053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -522055.781250 Penalty: 3928.361084
	Iteration 16Q: 3 clusters Score -522055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -522060.750000 Penalty: 3928.361084
	Iteration 17Q: 3 clusters Score -522060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -522064.125000 Penalty: 3928.361084
	Iteration 18Q: 3 clusters Score -522064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -522065.531250 Penalty: 3928.361084
	Iteration 19Q: 3 clusters Score -522065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -522067.281250 Penalty: 3928.361084
	Iteration 20F: 3 clusters Score -522067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -522068.531250 Penalty: 3928.361084
	Iteration 21Q: 3 clusters Score -522068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -522070.625000 Penalty: 3928.361084
	Iteration 22Q: 3 clusters Score -522070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -522073.843750 Penalty: 3928.361084
	Iteration 23Q: 3 clusters Score -522073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -522073.531250 Penalty: 3928.361084
	Iteration 24Q: 3 clusters Score -522073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -522074.625000 Penalty: 3928.361084
	Iteration 25Q: 3 clusters Score -522074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -522074.625000 Penalty: 3928.361084
	Iteration 26F: 3 clusters Score -522074.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Entering Unmasked Estep 
Score: -4453909.000000 Penalty: 2469.671875
	Iteration 0F: 2 clusters Score -4453909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -4441908.000000 Penalty: 4939.343750
	Iteration 0F: 3 clusters Score -4441908 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4446774.000000 Penalty: 4939.343750
	Iteration 1F: 3 clusters Score -4446774 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4447184.000000 Penalty: 4939.343750
	Iteration 2F: 3 clusters Score -4447184 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4447515.000000 Penalty: 4939.343750
	Iteration 3Q: 3 clusters Score -4447515 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -4447811.000000 Penalty: 4939.343750
	Iteration 4Q: 3 clusters Score -4447811 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -4448092.000000 Penalty: 4939.343750
	Iteration 5Q: 3 clusters Score -4448092 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -4448297.500000 Penalty: 4939.343750
	Iteration 6Q: 3 clusters Score -4448298 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4448625.500000 Penalty: 4939.343750
	Iteration 7Q: 3 clusters Score -4448626 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4449043.000000 Penalty: 4939.343750
	Iteration 8Q: 3 clusters Score -4449043 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4449346.500000 Penalty: 4939.343750
	Iteration 9Q: 3 clusters Score -4449346 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4449660.500000 Penalty: 4939.343750
	Iteration 10F: 3 clusters Score -4449660 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4450006.000000 Penalty: 4939.343750
	Iteration 11Q: 3 clusters Score -4450006 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4450371.000000 Penalty: 4939.343750
	Iteration 12Q: 3 clusters Score -4450371 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4450722.000000 Penalty: 4939.343750
	Iteration 13Q: 3 clusters Score -4450722 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4450946.500000 Penalty: 4939.343750
	Iteration 14Q: 3 clusters Score -4450946 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4451194.500000 Penalty: 4939.343750
	Iteration 15Q: 3 clusters Score -4451194 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4451352.500000 Penalty: 4939.343750
	Iteration 16Q: 3 clusters Score -4451352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4451469.000000 Penalty: 4939.343750
	Iteration 17Q: 3 clusters Score -4451469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4451564.500000 Penalty: 4939.343750
	Iteration 18Q: 3 clusters Score -4451564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4451633.500000 Penalty: 4939.343750
	Iteration 19Q: 3 clusters Score -4451634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4451654.500000 Penalty: 4939.343750
	Iteration 20F: 3 clusters Score -4451654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4451681.500000 Penalty: 4939.343750
	Iteration 21Q: 3 clusters Score -4451682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4451708.500000 Penalty: 4939.343750
	Iteration 22Q: 3 clusters Score -4451708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4451727.000000 Penalty: 4939.343750
	Iteration 23Q: 3 clusters Score -4451727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4451744.000000 Penalty: 4939.343750
	Iteration 24Q: 3 clusters Score -4451744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4451769.500000 Penalty: 4939.343750
	Iteration 25Q: 3 clusters Score -4451770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4451785.000000 Penalty: 4939.343750
	Iteration 26Q: 3 clusters Score -4451785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4451778.500000 Penalty: 4939.343750
	Iteration 27Q: 3 clusters Score -4451778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4451790.000000 Penalty: 4939.343750
	Iteration 28Q: 3 clusters Score -4451790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4451794.500000 Penalty: 4939.343750
	Iteration 29Q: 3 clusters Score -4451794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4451794.500000 Penalty: 4939.343750
	Iteration 30F: 3 clusters Score -4451794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Entering Unmasked Estep 
Score: -7722215.000000 Penalty: 2628.015137
	Iteration 0F: 2 clusters Score -7722215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -7698607.500000 Penalty: 5256.030273
	Iteration 0F: 3 clusters Score -7698608 nChanged 18313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -7708561.500000 Penalty: 5256.030273
	Iteration 1F: 3 clusters Score -7708562 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -7708997.500000 Penalty: 5256.030273
	Iteration 2Q: 3 clusters Score -7708998 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -7709372.000000 Penalty: 5256.030273
	Iteration 3Q: 3 clusters Score -7709372 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -7709711.000000 Penalty: 5256.030273
	Iteration 4Q: 3 clusters Score -7709711 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -7710024.000000 Penalty: 5256.030273
	Iteration 5Q: 3 clusters Score -7710024 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -7710355.000000 Penalty: 5256.030273
	Iteration 6Q: 3 clusters Score -7710355 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -7710793.500000 Penalty: 5256.030273
	Iteration 7Q: 3 clusters Score -7710794 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -7711273.500000 Penalty: 5256.030273
	Iteration 8Q: 3 clusters Score -7711274 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -7712060.000000 Penalty: 5256.030273
	Iteration 9Q: 3 clusters Score -7712060 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7712995 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -7714296.500000 Penalty: 5256.030273
	Iteration 11F: 3 clusters Score -7714296 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -7715885.000000 Penalty: 5256.030273
	Iteration 12F: 3 clusters Score -7715885 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -7717333.000000 Penalty: 5256.030273
	Iteration 13Q: 3 clusters Score -7717333 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7718544 nChanged 1188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -7719354.000000 Penalty: 5256.030273
	Iteration 15Q: 3 clusters Score -7719354 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -7719822.000000 Penalty: 5256.030273
	Iteration 16Q: 3 clusters Score -7719822 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -7720061.000000 Penalty: 5256.030273
	Iteration 17Q: 3 clusters Score -7720061 nChanged 472
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -7720253.500000 Penalty: 5256.030273
	Iteration 18Q: 3 clusters Score -7720254 nChanged 391
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7720361.000000 Penalty: 5256.030273
	Iteration 19Q: 3 clusters Score -7720361 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -7720455.500000 Penalty: 5256.030273
	Iteration 20F: 3 clusters Score -7720456 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -7720496.500000 Penalty: 5256.030273
	Iteration 21Q: 3 clusters Score -7720496 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -7720541.500000 Penalty: 5256.030273
	Iteration 22Q: 3 clusters Score -7720542 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7720551.000000 Penalty: 5256.030273
	Iteration 23Q: 3 clusters Score -7720551 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -7720582.500000 Penalty: 5256.030273
	Iteration 24Q: 3 clusters Score -7720582 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7720568.000000 Penalty: 5256.030273
	Iteration 25Q: 3 clusters Score -7720568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -7720556.500000 Penalty: 5256.030273
	Iteration 26Q: 3 clusters Score -7720556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -7720584.000000 Penalty: 5256.030273
	Iteration 27Q: 3 clusters Score -7720584 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -7720573.000000 Penalty: 5256.030273
	Iteration 28Q: 3 clusters Score -7720573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -7720558.500000 Penalty: 5256.030273
	Iteration 29Q: 3 clusters Score -7720558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -7720554.500000 Penalty: 5256.030273
	Iteration 30Q: 3 clusters Score -7720554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -7720549.000000 Penalty: 5256.030273
	Iteration 31Q: 3 clusters Score -7720549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7720540.500000 Penalty: 5256.030273
	Iteration 32Q: 3 clusters Score -7720540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -7720546.000000 Penalty: 5256.030273
	Iteration 33Q: 3 clusters Score -7720546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -7720528.000000 Penalty: 5256.030273
	Iteration 34Q: 3 clusters Score -7720528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -7720523.000000 Penalty: 5256.030273
	Iteration 35Q: 3 clusters Score -7720523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -7720529.500000 Penalty: 5256.030273
	Iteration 36Q: 3 clusters Score -7720530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -7720518.500000 Penalty: 5256.030273
	Iteration 37Q: 3 clusters Score -7720518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -7720507.000000 Penalty: 5256.030273
	Iteration 38Q: 3 clusters Score -7720507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -7720505.500000 Penalty: 5256.030273
	Iteration 39Q: 3 clusters Score -7720506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -7720497.000000 Penalty: 5256.030273
	Iteration 40F: 3 clusters Score -7720497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -7720503.500000 Penalty: 5256.030273
	Iteration 41Q: 3 clusters Score -7720504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -7720487.000000 Penalty: 5256.030273
	Iteration 42Q: 3 clusters Score -7720487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -7720491.500000 Penalty: 5256.030273
	Iteration 43Q: 3 clusters Score -7720492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -7720499.500000 Penalty: 5256.030273
	Iteration 44Q: 3 clusters Score -7720500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -7720489.500000 Penalty: 5256.030273
	Iteration 45Q: 3 clusters Score -7720490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -7720499.500000 Penalty: 5256.030273
	Iteration 46Q: 3 clusters Score -7720500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7720491.500000 Penalty: 5256.030273
	Iteration 47Q: 3 clusters Score -7720492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -7720490.500000 Penalty: 5256.030273
	Iteration 48Q: 3 clusters Score -7720490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7720492.000000 Penalty: 5256.030273
	Iteration 49Q: 3 clusters Score -7720492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -7720486.000000 Penalty: 5256.030273
	Iteration 50Q: 3 clusters Score -7720486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -7720478.500000 Penalty: 5256.030273
	Iteration 51Q: 3 clusters Score -7720478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -7720483.500000 Penalty: 5256.030273
	Iteration 52Q: 3 clusters Score -7720484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7720479.000000 Penalty: 5256.030273
	Iteration 53Q: 3 clusters Score -7720479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -7720482.000000 Penalty: 5256.030273
	Iteration 54Q: 3 clusters Score -7720482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -7720471.000000 Penalty: 5256.030273
	Iteration 55Q: 3 clusters Score -7720471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -7720467.500000 Penalty: 5256.030273
	Iteration 56Q: 3 clusters Score -7720468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -7720462.500000 Penalty: 5256.030273
	Iteration 57Q: 3 clusters Score -7720462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -7720471.500000 Penalty: 5256.030273
	Iteration 58Q: 3 clusters Score -7720472 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -7720472.000000 Penalty: 5256.030273
	Iteration 59Q: 3 clusters Score -7720472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -7720472.500000 Penalty: 5256.030273
	Iteration 60F: 3 clusters Score -7720472 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -7720473.500000 Penalty: 5256.030273
	Iteration 61Q: 3 clusters Score -7720474 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7720473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -7720473.500000 Penalty: 5256.030273
	Iteration 63Q: 3 clusters Score -7720474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -7720469.000000 Penalty: 5256.030273
	Iteration 64Q: 3 clusters Score -7720469 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -7720478.000000 Penalty: 5256.030273
	Iteration 65Q: 3 clusters Score -7720478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -7720482.000000 Penalty: 5256.030273
	Iteration 66Q: 3 clusters Score -7720482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7720478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -7720481.000000 Penalty: 5256.030273
	Iteration 68Q: 3 clusters Score -7720481 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -7720488.500000 Penalty: 5256.030273
	Iteration 69Q: 3 clusters Score -7720488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7720500.000000 Penalty: 5256.030273
	Iteration 70Q: 3 clusters Score -7720500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -7720494.000000 Penalty: 5256.030273
	Iteration 71Q: 3 clusters Score -7720494 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -7720495.500000 Penalty: 5256.030273
	Iteration 72Q: 3 clusters Score -7720496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -7720496.000000 Penalty: 5256.030273
	Iteration 73Q: 3 clusters Score -7720496 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -7720495.500000 Penalty: 5256.030273
	Iteration 74Q: 3 clusters Score -7720496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7720498.500000 Penalty: 5256.030273
	Iteration 75Q: 3 clusters Score -7720498 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -7720499.500000 Penalty: 5256.030273
	Iteration 76Q: 3 clusters Score -7720500 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -7720509.000000 Penalty: 5256.030273
	Iteration 77Q: 3 clusters Score -7720509 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -7720507.500000 Penalty: 5256.030273
	Iteration 78Q: 3 clusters Score -7720508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -7720518.500000 Penalty: 5256.030273
	Iteration 79Q: 3 clusters Score -7720518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -7720504.500000 Penalty: 5256.030273
	Iteration 80F: 3 clusters Score -7720504 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -7720501.500000 Penalty: 5256.030273
	Iteration 81Q: 3 clusters Score -7720502 nChanged 11
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Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -7720505.000000 Penalty: 5256.030273
	Iteration 82Q: 3 clusters Score -7720505 nChanged 9
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Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -7720514.000000 Penalty: 5256.030273
	Iteration 83Q: 3 clusters Score -7720514 nChanged 11
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Mstep: Class 1 contains 2428 members 
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Entering Unmasked Estep 
Score: -7720521.500000 Penalty: 5256.030273
	Iteration 84Q: 3 clusters Score -7720522 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7720522.000000 Penalty: 5256.030273
	Iteration 85Q: 3 clusters Score -7720522 nChanged 7
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Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -7720518.500000 Penalty: 5256.030273
	Iteration 86Q: 3 clusters Score -7720518 nChanged 7
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -7720521.500000 Penalty: 5256.030273
	Iteration 87Q: 3 clusters Score -7720522 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -7720530.000000 Penalty: 5256.030273
	Iteration 88Q: 3 clusters Score -7720530 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7720523.500000 Penalty: 5256.030273
	Iteration 89Q: 3 clusters Score -7720524 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
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Entering Unmasked Estep 
Score: -7720521.500000 Penalty: 5256.030273
	Iteration 90Q: 3 clusters Score -7720522 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -7720515.000000 Penalty: 5256.030273
	Iteration 91Q: 3 clusters Score -7720515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -7720516.500000 Penalty: 5256.030273
	Iteration 92Q: 3 clusters Score -7720516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -7720520.500000 Penalty: 5256.030273
	Iteration 93Q: 3 clusters Score -7720520 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
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Entering Unmasked Estep 
Score: -7720524.000000 Penalty: 5256.030273
	Iteration 94Q: 3 clusters Score -7720524 nChanged 9
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Mstep: Class 1 contains 2386 members 
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Entering Unmasked Estep 
Score: -7720529.000000 Penalty: 5256.030273
	Iteration 95Q: 3 clusters Score -7720529 nChanged 4
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Mstep: Class 1 contains 2386 members 
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Entering Unmasked Estep 
Score: -7720528.000000 Penalty: 5256.030273
	Iteration 96Q: 3 clusters Score -7720528 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7720537.500000 Penalty: 5256.030273
	Iteration 97Q: 3 clusters Score -7720538 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -7720534.500000 Penalty: 5256.030273
	Iteration 98Q: 3 clusters Score -7720534 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -7720528.500000 Penalty: 5256.030273
	Iteration 99Q: 3 clusters Score -7720528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -7720543.000000 Penalty: 5256.030273
	Iteration 100F: 3 clusters Score -7720543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -7720545.500000 Penalty: 5256.030273
	Iteration 101Q: 3 clusters Score -7720546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -7720540.000000 Penalty: 5256.030273
	Iteration 102Q: 3 clusters Score -7720540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7720536.000000 Penalty: 5256.030273
	Iteration 103Q: 3 clusters Score -7720536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -7720540.500000 Penalty: 5256.030273
	Iteration 104Q: 3 clusters Score -7720540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -7720540.500000 Penalty: 5256.030273
	Iteration 105Q: 3 clusters Score -7720540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -7720549.000000 Penalty: 5256.030273
	Iteration 106Q: 3 clusters Score -7720549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -7720539.000000 Penalty: 5256.030273
	Iteration 107Q: 3 clusters Score -7720539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -7720543.500000 Penalty: 5256.030273
	Iteration 108Q: 3 clusters Score -7720544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -7720539.500000 Penalty: 5256.030273
	Iteration 109Q: 3 clusters Score -7720540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -7720525.500000 Penalty: 5256.030273
	Iteration 110Q: 3 clusters Score -7720526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -7720531.500000 Penalty: 5256.030273
	Iteration 111Q: 3 clusters Score -7720532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -7720527.500000 Penalty: 5256.030273
	Iteration 112Q: 3 clusters Score -7720528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7720524.500000 Penalty: 5256.030273
	Iteration 113Q: 3 clusters Score -7720524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -7720522.000000 Penalty: 5256.030273
	Iteration 114Q: 3 clusters Score -7720522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -7720519.000000 Penalty: 5256.030273
	Iteration 115Q: 3 clusters Score -7720519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -7720522.000000 Penalty: 5256.030273
	Iteration 116Q: 3 clusters Score -7720522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -7720532.000000 Penalty: 5256.030273
	Iteration 117Q: 3 clusters Score -7720532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7720528.500000 Penalty: 5256.030273
	Iteration 118Q: 3 clusters Score -7720528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7720540.000000 Penalty: 5256.030273
	Iteration 119Q: 3 clusters Score -7720540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -7720535.000000 Penalty: 5256.030273
	Iteration 120F: 3 clusters Score -7720535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7720540.000000 Penalty: 5256.030273
	Iteration 121Q: 3 clusters Score -7720540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -7720540.500000 Penalty: 5256.030273
	Iteration 122Q: 3 clusters Score -7720540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -7720547.000000 Penalty: 5256.030273
	Iteration 123Q: 3 clusters Score -7720547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7720551.000000 Penalty: 5256.030273
	Iteration 124Q: 3 clusters Score -7720551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -7720540.000000 Penalty: 5256.030273
	Iteration 125Q: 3 clusters Score -7720540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -7720548.500000 Penalty: 5256.030273
	Iteration 126Q: 3 clusters Score -7720548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7720544.000000 Penalty: 5256.030273
	Iteration 127Q: 3 clusters Score -7720544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -7720550.500000 Penalty: 5256.030273
	Iteration 128Q: 3 clusters Score -7720550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7720556.500000 Penalty: 5256.030273
	Iteration 129Q: 3 clusters Score -7720556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7720551.500000 Penalty: 5256.030273
	Iteration 130Q: 3 clusters Score -7720552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7720556.000000 Penalty: 5256.030273
	Iteration 131Q: 3 clusters Score -7720556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -7720563.000000 Penalty: 5256.030273
	Iteration 132Q: 3 clusters Score -7720563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -7720563.000000 Penalty: 5256.030273
	Iteration 133Q: 3 clusters Score -7720563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7720561.000000 Penalty: 5256.030273
	Iteration 134Q: 3 clusters Score -7720561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7720561.000000 Penalty: 5256.030273
	Iteration 135F: 3 clusters Score -7720561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Entering Unmasked Estep 
Score: -6004949.500000 Penalty: 2563.356201
	Iteration 0F: 2 clusters Score -6004950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5985356.500000 Penalty: 5126.712402
	Iteration 0F: 3 clusters Score -5985356 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5992681.000000 Penalty: 5126.712402
	Iteration 1F: 3 clusters Score -5992681 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -5993098.500000 Penalty: 5126.712402
	Iteration 2Q: 3 clusters Score -5993098 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5993430.000000 Penalty: 5126.712402
	Iteration 3Q: 3 clusters Score -5993430 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -5993819.000000 Penalty: 5126.712402
	Iteration 4Q: 3 clusters Score -5993819 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -5994129.000000 Penalty: 5126.712402
	Iteration 5Q: 3 clusters Score -5994129 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -5994537.500000 Penalty: 5126.712402
	Iteration 6Q: 3 clusters Score -5994538 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5995025.000000 Penalty: 5126.712402
	Iteration 7Q: 3 clusters Score -5995025 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5995716.000000 Penalty: 5126.712402
	Iteration 8Q: 3 clusters Score -5995716 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -5996728.000000 Penalty: 5126.712402
	Iteration 9F: 3 clusters Score -5996728 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5998085.500000 Penalty: 5126.712402
	Iteration 10F: 3 clusters Score -5998086 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5999438.000000 Penalty: 5126.712402
	Iteration 11F: 3 clusters Score -5999438 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6000658.500000 Penalty: 5126.712402
	Iteration 12F: 3 clusters Score -6000658 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -6001566.500000 Penalty: 5126.712402
	Iteration 13Q: 3 clusters Score -6001566 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -6002081.500000 Penalty: 5126.712402
	Iteration 14Q: 3 clusters Score -6002082 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -6002326.500000 Penalty: 5126.712402
	Iteration 15Q: 3 clusters Score -6002326 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -6002462.500000 Penalty: 5126.712402
	Iteration 16Q: 3 clusters Score -6002462 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -6002591.500000 Penalty: 5126.712402
	Iteration 17Q: 3 clusters Score -6002592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -6002648.000000 Penalty: 5126.712402
	Iteration 18Q: 3 clusters Score -6002648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -6002692.000000 Penalty: 5126.712402
	Iteration 19Q: 3 clusters Score -6002692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -6002740.500000 Penalty: 5126.712402
	Iteration 20F: 3 clusters Score -6002740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -6002769.000000 Penalty: 5126.712402
	Iteration 21Q: 3 clusters Score -6002769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -6002796.000000 Penalty: 5126.712402
	Iteration 22Q: 3 clusters Score -6002796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6002809.500000 Penalty: 5126.712402
	Iteration 23Q: 3 clusters Score -6002810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -6002815.500000 Penalty: 5126.712402
	Iteration 24Q: 3 clusters Score -6002816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -6002825.500000 Penalty: 5126.712402
	Iteration 25Q: 3 clusters Score -6002826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -6002831.500000 Penalty: 5126.712402
	Iteration 26Q: 3 clusters Score -6002832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -6002842.500000 Penalty: 5126.712402
	Iteration 27Q: 3 clusters Score -6002842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -6002846.500000 Penalty: 5126.712402
	Iteration 28Q: 3 clusters Score -6002846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -6002849.000000 Penalty: 5126.712402
	Iteration 29Q: 3 clusters Score -6002849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -6002854.000000 Penalty: 5126.712402
	Iteration 30Q: 3 clusters Score -6002854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -6002851.000000 Penalty: 5126.712402
	Iteration 31Q: 3 clusters Score -6002851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -6002858.500000 Penalty: 5126.712402
	Iteration 32Q: 3 clusters Score -6002858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -6002858.500000 Penalty: 5126.712402
	Iteration 33F: 3 clusters Score -6002858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Entering Unmasked Estep 
Score: -1245512.000000 Penalty: 2186.726562
	Iteration 0F: 2 clusters Score -1245512 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 3388 members 
Entering Unmasked Estep 
Score: -1239885.625000 Penalty: 4373.453125
	Iteration 0F: 3 clusters Score -1239886 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1241384.125000 Penalty: 4373.453125
	Iteration 1F: 3 clusters Score -1241384 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1241664.500000 Penalty: 4373.453125
	Iteration 2F: 3 clusters Score -1241664 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1241870.750000 Penalty: 4373.453125
	Iteration 3F: 3 clusters Score -1241871 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1242045.375000 Penalty: 4373.453125
	Iteration 4Q: 3 clusters Score -1242045 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1242225.625000 Penalty: 4373.453125
	Iteration 5Q: 3 clusters Score -1242226 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1242404.625000 Penalty: 4373.453125
	Iteration 6Q: 3 clusters Score -1242405 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1242591.250000 Penalty: 4373.453125
	Iteration 7Q: 3 clusters Score -1242591 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1242753.750000 Penalty: 4373.453125
	Iteration 8Q: 3 clusters Score -1242754 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1242895.375000 Penalty: 4373.453125
	Iteration 9Q: 3 clusters Score -1242895 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1243015.000000 Penalty: 4373.453125
	Iteration 10Q: 3 clusters Score -1243015 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1243111.750000 Penalty: 4373.453125
	Iteration 11Q: 3 clusters Score -1243112 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1243189.750000 Penalty: 4373.453125
	Iteration 12Q: 3 clusters Score -1243190 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1243254.375000 Penalty: 4373.453125
	Iteration 13Q: 3 clusters Score -1243254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1243311.000000 Penalty: 4373.453125
	Iteration 14Q: 3 clusters Score -1243311 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1243359.375000 Penalty: 4373.453125
	Iteration 15Q: 3 clusters Score -1243359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1243395.500000 Penalty: 4373.453125
	Iteration 16Q: 3 clusters Score -1243396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1243420.750000 Penalty: 4373.453125
	Iteration 17Q: 3 clusters Score -1243421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1243440.500000 Penalty: 4373.453125
	Iteration 18Q: 3 clusters Score -1243440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1243463.375000 Penalty: 4373.453125
	Iteration 19Q: 3 clusters Score -1243463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1243482.375000 Penalty: 4373.453125
	Iteration 20F: 3 clusters Score -1243482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1243491.125000 Penalty: 4373.453125
	Iteration 21Q: 3 clusters Score -1243491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1243506.125000 Penalty: 4373.453125
	Iteration 22Q: 3 clusters Score -1243506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1243517.125000 Penalty: 4373.453125
	Iteration 23Q: 3 clusters Score -1243517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1243530.500000 Penalty: 4373.453125
	Iteration 24Q: 3 clusters Score -1243530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1243538.875000 Penalty: 4373.453125
	Iteration 25Q: 3 clusters Score -1243539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1243545.375000 Penalty: 4373.453125
	Iteration 26Q: 3 clusters Score -1243545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1243555.625000 Penalty: 4373.453125
	Iteration 27Q: 3 clusters Score -1243556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1243561.500000 Penalty: 4373.453125
	Iteration 28Q: 3 clusters Score -1243562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1243566.125000 Penalty: 4373.453125
	Iteration 29Q: 3 clusters Score -1243566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1243576.000000 Penalty: 4373.453125
	Iteration 30Q: 3 clusters Score -1243576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1243580.500000 Penalty: 4373.453125
	Iteration 31Q: 3 clusters Score -1243580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1243580.125000 Penalty: 4373.453125
	Iteration 32Q: 3 clusters Score -1243580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1243588.000000 Penalty: 4373.453125
	Iteration 33Q: 3 clusters Score -1243588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1243597.625000 Penalty: 4373.453125
	Iteration 34Q: 3 clusters Score -1243598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1243603.625000 Penalty: 4373.453125
	Iteration 35Q: 3 clusters Score -1243604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1243611.750000 Penalty: 4373.453125
	Iteration 36Q: 3 clusters Score -1243612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1243625.625000 Penalty: 4373.453125
	Iteration 37Q: 3 clusters Score -1243626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1243633.625000 Penalty: 4373.453125
	Iteration 38Q: 3 clusters Score -1243634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1243647.125000 Penalty: 4373.453125
	Iteration 39Q: 3 clusters Score -1243647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1243650.000000 Penalty: 4373.453125
	Iteration 40F: 3 clusters Score -1243650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1243654.500000 Penalty: 4373.453125
	Iteration 41Q: 3 clusters Score -1243654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1243660.375000 Penalty: 4373.453125
	Iteration 42Q: 3 clusters Score -1243660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1243661.375000 Penalty: 4373.453125
	Iteration 43Q: 3 clusters Score -1243661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1243665.000000 Penalty: 4373.453125
	Iteration 44Q: 3 clusters Score -1243665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1243668.250000 Penalty: 4373.453125
	Iteration 45Q: 3 clusters Score -1243668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1243668.000000 Penalty: 4373.453125
	Iteration 46Q: 3 clusters Score -1243668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1243669.125000 Penalty: 4373.453125
	Iteration 47Q: 3 clusters Score -1243669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1243673.250000 Penalty: 4373.453125
	Iteration 48Q: 3 clusters Score -1243673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1243674.750000 Penalty: 4373.453125
	Iteration 49Q: 3 clusters Score -1243675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1243673.500000 Penalty: 4373.453125
	Iteration 50Q: 3 clusters Score -1243674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1243676.000000 Penalty: 4373.453125
	Iteration 51Q: 3 clusters Score -1243676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1243677.000000 Penalty: 4373.453125
	Iteration 52Q: 3 clusters Score -1243677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1243677.125000 Penalty: 4373.453125
	Iteration 53Q: 3 clusters Score -1243677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1243677.375000 Penalty: 4373.453125
	Iteration 54Q: 3 clusters Score -1243677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1243680.250000 Penalty: 4373.453125
	Iteration 55Q: 3 clusters Score -1243680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1243680.250000 Penalty: 4373.453125
	Iteration 56F: 3 clusters Score -1243680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -22213.050781 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -22213.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21017.128906 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -21017.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21418.386719 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -21418.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21726.441406 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -21726.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22091.994141 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -22091.99 nChanged 19
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: -22350.982422 Penalty: 2933.097656
	Iteration 4F: 3 clusters Score -22350.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22410.345703 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -22410.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22485.976562 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -22485.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22506.404297 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -22506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22513.261719 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -22513.26 nChanged 2
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: -22523.996094 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -22524 nChanged 0
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: -22523.996094 Penalty: 2933.097656
	Iteration 10F: 3 clusters Score -22524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 46472 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 40008 members 
Mstep: Class 14 contains 30826 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7046 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 31315 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17199 members 
Mstep: Class 28 contains 26606 members 
Mstep: Class 29 contains 28577 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23488 members 
Mstep: Class 33 contains 11258 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15161 members 
Mstep: Class 42 contains 29714 members 
Mstep: Class 43 contains 7408 members 
Mstep: Class 44 contains 61499 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15538 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42362 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21612 members 
Mstep: Class 52 contains 6912 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 14581 members 
Mstep: Class 55 contains 29383 members 
Mstep: Class 56 contains 20082 members 
Mstep: Class 57 contains 2027 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16793 members 
Mstep: Class 60 contains 31615 members 
Mstep: Class 61 contains 4964 members 
Mstep: Class 62 contains 17058 members 
Mstep: Class 63 contains 30430 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 23946 members 
Mstep: Class 67 contains 33190 members 
Mstep: Class 68 contains 29590 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29111 members 
Mstep: Class 71 contains 197 members 
Entering Unmasked Estep 
Score: -161363312.000000 Penalty: 240168.750000
Splitting cluster 16 changes total score from -161364704.000000 to -161363312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Entering Unmasked Estep 
Score: -3137703.500000 Penalty: 2395.319336
	Iteration 0F: 2 clusters Score -3137704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3126689.250000 Penalty: 4790.638672
	Iteration 0F: 3 clusters Score -3126689 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3130468.500000 Penalty: 4790.638672
	Iteration 1F: 3 clusters Score -3130468 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3130927.250000 Penalty: 4790.638672
	Iteration 2F: 3 clusters Score -3130927 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3131283.000000 Penalty: 4790.638672
	Iteration 3F: 3 clusters Score -3131283 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3131546.250000 Penalty: 4790.638672
	Iteration 4Q: 3 clusters Score -3131546 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3131782.750000 Penalty: 4790.638672
	Iteration 5Q: 3 clusters Score -3131783 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3132010.500000 Penalty: 4790.638672
	Iteration 6Q: 3 clusters Score -3132010 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3132217.250000 Penalty: 4790.638672
	Iteration 7Q: 3 clusters Score -3132217 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3132462.000000 Penalty: 4790.638672
	Iteration 8Q: 3 clusters Score -3132462 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3132753.500000 Penalty: 4790.638672
	Iteration 9Q: 3 clusters Score -3132754 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3133109.000000 Penalty: 4790.638672
	Iteration 10Q: 3 clusters Score -3133109 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3133449.750000 Penalty: 4790.638672
	Iteration 11Q: 3 clusters Score -3133450 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3133810.750000 Penalty: 4790.638672
	Iteration 12Q: 3 clusters Score -3133811 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3134135.750000 Penalty: 4790.638672
	Iteration 13Q: 3 clusters Score -3134136 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3134434.750000 Penalty: 4790.638672
	Iteration 14Q: 3 clusters Score -3134435 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3134679.500000 Penalty: 4790.638672
	Iteration 15Q: 3 clusters Score -3134680 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3134884.000000 Penalty: 4790.638672
	Iteration 16Q: 3 clusters Score -3134884 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3135037.500000 Penalty: 4790.638672
	Iteration 17Q: 3 clusters Score -3135038 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3135155.500000 Penalty: 4790.638672
	Iteration 18Q: 3 clusters Score -3135156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3135251.250000 Penalty: 4790.638672
	Iteration 19Q: 3 clusters Score -3135251 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3135320.500000 Penalty: 4790.638672
	Iteration 20F: 3 clusters Score -3135320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3135373.000000 Penalty: 4790.638672
	Iteration 21Q: 3 clusters Score -3135373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3135408.750000 Penalty: 4790.638672
	Iteration 22Q: 3 clusters Score -3135409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3135439.500000 Penalty: 4790.638672
	Iteration 23Q: 3 clusters Score -3135440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3135464.250000 Penalty: 4790.638672
	Iteration 24Q: 3 clusters Score -3135464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3135480.500000 Penalty: 4790.638672
	Iteration 25Q: 3 clusters Score -3135480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3135501.250000 Penalty: 4790.638672
	Iteration 26Q: 3 clusters Score -3135501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3135519.500000 Penalty: 4790.638672
	Iteration 27Q: 3 clusters Score -3135520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3135545.500000 Penalty: 4790.638672
	Iteration 28Q: 3 clusters Score -3135546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3135562.500000 Penalty: 4790.638672
	Iteration 29Q: 3 clusters Score -3135562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3135578.500000 Penalty: 4790.638672
	Iteration 30Q: 3 clusters Score -3135578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3135582.750000 Penalty: 4790.638672
	Iteration 31Q: 3 clusters Score -3135583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3135589.250000 Penalty: 4790.638672
	Iteration 32Q: 3 clusters Score -3135589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3135607.750000 Penalty: 4790.638672
	Iteration 33Q: 3 clusters Score -3135608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3135609.000000 Penalty: 4790.638672
	Iteration 34Q: 3 clusters Score -3135609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3135618.250000 Penalty: 4790.638672
	Iteration 35Q: 3 clusters Score -3135618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3135629.000000 Penalty: 4790.638672
	Iteration 36Q: 3 clusters Score -3135629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3135623.750000 Penalty: 4790.638672
	Iteration 37Q: 3 clusters Score -3135624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3135633.250000 Penalty: 4790.638672
	Iteration 38Q: 3 clusters Score -3135633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3135635.750000 Penalty: 4790.638672
	Iteration 39Q: 3 clusters Score -3135636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3135633.250000 Penalty: 4790.638672
	Iteration 40F: 3 clusters Score -3135633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3135633.250000 Penalty: 4790.638672
	Iteration 41Q: 3 clusters Score -3135633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3135637.000000 Penalty: 4790.638672
	Iteration 42Q: 3 clusters Score -3135637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3135645.500000 Penalty: 4790.638672
	Iteration 43Q: 3 clusters Score -3135646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3135655.750000 Penalty: 4790.638672
	Iteration 44Q: 3 clusters Score -3135656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3135655.750000 Penalty: 4790.638672
	Iteration 45Q: 3 clusters Score -3135656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3135664.500000 Penalty: 4790.638672
	Iteration 46Q: 3 clusters Score -3135664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3135669.500000 Penalty: 4790.638672
	Iteration 47Q: 3 clusters Score -3135670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3135669.250000 Penalty: 4790.638672
	Iteration 48Q: 3 clusters Score -3135669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3135674.500000 Penalty: 4790.638672
	Iteration 49Q: 3 clusters Score -3135674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3135673.750000 Penalty: 4790.638672
	Iteration 50Q: 3 clusters Score -3135674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3135676.500000 Penalty: 4790.638672
	Iteration 51Q: 3 clusters Score -3135676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3135676.500000 Penalty: 4790.638672
	Iteration 52Q: 3 clusters Score -3135676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3135675.000000 Penalty: 4790.638672
	Iteration 53Q: 3 clusters Score -3135675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3135678.500000 Penalty: 4790.638672
	Iteration 54Q: 3 clusters Score -3135678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3135679.250000 Penalty: 4790.638672
	Iteration 55Q: 3 clusters Score -3135679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3135678.750000 Penalty: 4790.638672
	Iteration 56Q: 3 clusters Score -3135679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3135678.750000 Penalty: 4790.638672
	Iteration 57Q: 3 clusters Score -3135679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3135679.250000 Penalty: 4790.638672
	Iteration 58Q: 3 clusters Score -3135679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3135682.500000 Penalty: 4790.638672
	Iteration 59Q: 3 clusters Score -3135682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3135678.750000 Penalty: 4790.638672
	Iteration 60F: 3 clusters Score -3135679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3135681.000000 Penalty: 4790.638672
	Iteration 61Q: 3 clusters Score -3135681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3135680.000000 Penalty: 4790.638672
	Iteration 62Q: 3 clusters Score -3135680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3135680.750000 Penalty: 4790.638672
	Iteration 63Q: 3 clusters Score -3135681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3135683.750000 Penalty: 4790.638672
	Iteration 64Q: 3 clusters Score -3135684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3135692.000000 Penalty: 4790.638672
	Iteration 65Q: 3 clusters Score -3135692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3135687.500000 Penalty: 4790.638672
	Iteration 66Q: 3 clusters Score -3135688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3135688.000000 Penalty: 4790.638672
	Iteration 67Q: 3 clusters Score -3135688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3135698.500000 Penalty: 4790.638672
	Iteration 68Q: 3 clusters Score -3135698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3135691.250000 Penalty: 4790.638672
	Iteration 69Q: 3 clusters Score -3135691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3135693.000000 Penalty: 4790.638672
	Iteration 70Q: 3 clusters Score -3135693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3135693.500000 Penalty: 4790.638672
	Iteration 71Q: 3 clusters Score -3135694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3135692.250000 Penalty: 4790.638672
	Iteration 72Q: 3 clusters Score -3135692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3135692.250000 Penalty: 4790.638672
	Iteration 73F: 3 clusters Score -3135692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -154523.109375 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -154523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152675.312500 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -152675.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -152960.515625 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -152960.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -153027.281250 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -153027.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -153051.515625 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -153051.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -153071.359375 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -153071.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -153083.296875 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -153083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -153091.187500 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -153091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -153098.468750 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -153098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -153104.625000 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -153104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -153110.921875 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -153110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -153117.734375 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -153117.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -153123.812500 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -153123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153126.687500 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -153126.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -153129.437500 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -153129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -153132.859375 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -153132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -153138.718750 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -153138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -153150.375000 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -153150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -153153.562500 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -153153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153157.171875 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -153157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153161.218750 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -153161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -153164.406250 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -153164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -153166.312500 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -153166.3 nChanged 3
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: -153169.937500 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -153169.9 nChanged 1
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: -153171.515625 Penalty: 3356.602051
	Iteration 23Q: 3 clusters Score -153171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -153173.359375 Penalty: 3356.602051
	Iteration 24Q: 3 clusters Score -153173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -153173.359375 Penalty: 3356.602051
	Iteration 25F: 3 clusters Score -153173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -1413791.875000 Penalty: 2197.333252
	Iteration 0F: 2 clusters Score -1413792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1408035.250000 Penalty: 4394.666504
	Iteration 0F: 3 clusters Score -1408035 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1409520.375000 Penalty: 4394.666504
	Iteration 1F: 3 clusters Score -1409520 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1409736.875000 Penalty: 4394.666504
	Iteration 2F: 3 clusters Score -1409737 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1409882.000000 Penalty: 4394.666504
	Iteration 3Q: 3 clusters Score -1409882 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1409988.250000 Penalty: 4394.666504
	Iteration 4Q: 3 clusters Score -1409988 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1410062.750000 Penalty: 4394.666504
	Iteration 5Q: 3 clusters Score -1410063 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1410127.500000 Penalty: 4394.666504
	Iteration 6Q: 3 clusters Score -1410128 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1410188.000000 Penalty: 4394.666504
	Iteration 7Q: 3 clusters Score -1410188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1410237.750000 Penalty: 4394.666504
	Iteration 8Q: 3 clusters Score -1410238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1410273.625000 Penalty: 4394.666504
	Iteration 9Q: 3 clusters Score -1410274 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1410303.750000 Penalty: 4394.666504
	Iteration 10Q: 3 clusters Score -1410304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1410327.875000 Penalty: 4394.666504
	Iteration 11Q: 3 clusters Score -1410328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1410351.250000 Penalty: 4394.666504
	Iteration 12Q: 3 clusters Score -1410351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1410371.375000 Penalty: 4394.666504
	Iteration 13Q: 3 clusters Score -1410371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1410393.000000 Penalty: 4394.666504
	Iteration 14Q: 3 clusters Score -1410393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1410410.125000 Penalty: 4394.666504
	Iteration 15Q: 3 clusters Score -1410410 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1410435.000000 Penalty: 4394.666504
	Iteration 16Q: 3 clusters Score -1410435 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1410458.750000 Penalty: 4394.666504
	Iteration 17Q: 3 clusters Score -1410459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1410479.750000 Penalty: 4394.666504
	Iteration 18Q: 3 clusters Score -1410480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1410499.375000 Penalty: 4394.666504
	Iteration 19Q: 3 clusters Score -1410499 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1410515.125000 Penalty: 4394.666504
	Iteration 20F: 3 clusters Score -1410515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1410528.375000 Penalty: 4394.666504
	Iteration 21Q: 3 clusters Score -1410528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1410539.625000 Penalty: 4394.666504
	Iteration 22Q: 3 clusters Score -1410540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1410556.500000 Penalty: 4394.666504
	Iteration 23Q: 3 clusters Score -1410556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1410575.875000 Penalty: 4394.666504
	Iteration 24Q: 3 clusters Score -1410576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1410605.375000 Penalty: 4394.666504
	Iteration 25Q: 3 clusters Score -1410605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1410631.375000 Penalty: 4394.666504
	Iteration 26Q: 3 clusters Score -1410631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1410669.000000 Penalty: 4394.666504
	Iteration 27Q: 3 clusters Score -1410669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1410696.750000 Penalty: 4394.666504
	Iteration 28Q: 3 clusters Score -1410697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1410717.625000 Penalty: 4394.666504
	Iteration 29Q: 3 clusters Score -1410718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1410745.125000 Penalty: 4394.666504
	Iteration 30Q: 3 clusters Score -1410745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1410777.000000 Penalty: 4394.666504
	Iteration 31Q: 3 clusters Score -1410777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1410807.125000 Penalty: 4394.666504
	Iteration 32Q: 3 clusters Score -1410807 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1410835.625000 Penalty: 4394.666504
	Iteration 33Q: 3 clusters Score -1410836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1410867.000000 Penalty: 4394.666504
	Iteration 34Q: 3 clusters Score -1410867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1410896.875000 Penalty: 4394.666504
	Iteration 35Q: 3 clusters Score -1410897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1410932.750000 Penalty: 4394.666504
	Iteration 36Q: 3 clusters Score -1410933 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1410977.625000 Penalty: 4394.666504
	Iteration 37Q: 3 clusters Score -1410978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1411018.250000 Penalty: 4394.666504
	Iteration 38Q: 3 clusters Score -1411018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1411053.125000 Penalty: 4394.666504
	Iteration 39Q: 3 clusters Score -1411053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1411078.500000 Penalty: 4394.666504
	Iteration 40F: 3 clusters Score -1411078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1411106.500000 Penalty: 4394.666504
	Iteration 41Q: 3 clusters Score -1411106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1411144.875000 Penalty: 4394.666504
	Iteration 42Q: 3 clusters Score -1411145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1411173.125000 Penalty: 4394.666504
	Iteration 43Q: 3 clusters Score -1411173 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1411211.500000 Penalty: 4394.666504
	Iteration 44Q: 3 clusters Score -1411212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1411245.500000 Penalty: 4394.666504
	Iteration 45Q: 3 clusters Score -1411246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1411279.875000 Penalty: 4394.666504
	Iteration 46Q: 3 clusters Score -1411280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1411302.875000 Penalty: 4394.666504
	Iteration 47Q: 3 clusters Score -1411303 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1411335.875000 Penalty: 4394.666504
	Iteration 48Q: 3 clusters Score -1411336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1411365.250000 Penalty: 4394.666504
	Iteration 49Q: 3 clusters Score -1411365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1411397.750000 Penalty: 4394.666504
	Iteration 50Q: 3 clusters Score -1411398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1411416.125000 Penalty: 4394.666504
	Iteration 51Q: 3 clusters Score -1411416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1411437.250000 Penalty: 4394.666504
	Iteration 52Q: 3 clusters Score -1411437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1411466.000000 Penalty: 4394.666504
	Iteration 53Q: 3 clusters Score -1411466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1411487.500000 Penalty: 4394.666504
	Iteration 54Q: 3 clusters Score -1411488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1411502.500000 Penalty: 4394.666504
	Iteration 55Q: 3 clusters Score -1411502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1411512.875000 Penalty: 4394.666504
	Iteration 56Q: 3 clusters Score -1411513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1411528.500000 Penalty: 4394.666504
	Iteration 57Q: 3 clusters Score -1411528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1411545.500000 Penalty: 4394.666504
	Iteration 58Q: 3 clusters Score -1411546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1411560.375000 Penalty: 4394.666504
	Iteration 59Q: 3 clusters Score -1411560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1411567.125000 Penalty: 4394.666504
	Iteration 60F: 3 clusters Score -1411567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1411578.500000 Penalty: 4394.666504
	Iteration 61Q: 3 clusters Score -1411578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1411585.125000 Penalty: 4394.666504
	Iteration 62Q: 3 clusters Score -1411585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1411594.000000 Penalty: 4394.666504
	Iteration 63Q: 3 clusters Score -1411594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1411598.000000 Penalty: 4394.666504
	Iteration 64Q: 3 clusters Score -1411598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1411602.125000 Penalty: 4394.666504
	Iteration 65Q: 3 clusters Score -1411602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1411603.125000 Penalty: 4394.666504
	Iteration 66Q: 3 clusters Score -1411603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1411609.500000 Penalty: 4394.666504
	Iteration 67Q: 3 clusters Score -1411610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1411615.750000 Penalty: 4394.666504
	Iteration 68Q: 3 clusters Score -1411616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1411618.250000 Penalty: 4394.666504
	Iteration 69Q: 3 clusters Score -1411618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1411623.375000 Penalty: 4394.666504
	Iteration 70Q: 3 clusters Score -1411623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1411624.875000 Penalty: 4394.666504
	Iteration 71Q: 3 clusters Score -1411625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1411631.125000 Penalty: 4394.666504
	Iteration 72Q: 3 clusters Score -1411631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1411632.750000 Penalty: 4394.666504
	Iteration 73Q: 3 clusters Score -1411633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1411634.500000 Penalty: 4394.666504
	Iteration 74Q: 3 clusters Score -1411634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1411634.125000 Penalty: 4394.666504
	Iteration 75Q: 3 clusters Score -1411634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1411635.750000 Penalty: 4394.666504
	Iteration 76Q: 3 clusters Score -1411636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1411640.500000 Penalty: 4394.666504
	Iteration 77Q: 3 clusters Score -1411640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1411645.500000 Penalty: 4394.666504
	Iteration 78Q: 3 clusters Score -1411646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1411643.875000 Penalty: 4394.666504
	Iteration 79Q: 3 clusters Score -1411644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1411643.250000 Penalty: 4394.666504
	Iteration 80F: 3 clusters Score -1411643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1411643.000000 Penalty: 4394.666504
	Iteration 81Q: 3 clusters Score -1411643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1411645.750000 Penalty: 4394.666504
	Iteration 82Q: 3 clusters Score -1411646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1411646.250000 Penalty: 4394.666504
	Iteration 83Q: 3 clusters Score -1411646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1411647.625000 Penalty: 4394.666504
	Iteration 84Q: 3 clusters Score -1411648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1411650.000000 Penalty: 4394.666504
	Iteration 85Q: 3 clusters Score -1411650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1411650.375000 Penalty: 4394.666504
	Iteration 86Q: 3 clusters Score -1411650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1411649.750000 Penalty: 4394.666504
	Iteration 87Q: 3 clusters Score -1411650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1411650.500000 Penalty: 4394.666504
	Iteration 88Q: 3 clusters Score -1411650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1411650.500000 Penalty: 4394.666504
	Iteration 89F: 3 clusters Score -1411650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67288.984375 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -67288.98 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 171 members 
Entering Unmasked Estep 
Score: -65864.750000 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -65864.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -65992.343750 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -65992.34 nChanged 23
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: -66058.328125 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -66058.33 nChanged 11
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: -66106.382812 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -66106.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66131.640625 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -66131.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66153.976562 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -66153.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66155.359375 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -66155.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66155.359375 Penalty: 2957.935303
	Iteration 7F: 3 clusters Score -66155.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -265044.625000 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -265044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -262754.937500 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -262754.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -263328.062500 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -263328.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -263745.406250 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -263745.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -264022.718750 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -264022.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -264209.593750 Penalty: 3633.600586
	Iteration 4F: 3 clusters Score -264209.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -264368.031250 Penalty: 3633.600586
	Iteration 5F: 3 clusters Score -264368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -264506.062500 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -264506.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -264633.843750 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -264633.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -264785.187500 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -264785.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -264878.718750 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -264878.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -264923.156250 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -264923.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -264940.093750 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -264940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -264949.312500 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -264949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -264953.781250 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -264953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264962.656250 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -264962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -264967.875000 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -264967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -264973.250000 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -264973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -264974.125000 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -264974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264976.531250 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -264976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264977.281250 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -264977.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264977.281250 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -264977.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78421.257812 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78421.26 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78703.765625 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78703.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78848.257812 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -78848.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78971.203125 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -78971.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79028.273438 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -79028.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79081.562500 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -79081.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79105.531250 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -79105.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79129.109375 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -79129.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79139.523438 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -79139.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79156.445312 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -79156.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79166.578125 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -79166.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79169.312500 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -79169.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79171.453125 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -79171.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79173.992188 Penalty: 3099.987793
	Iteration 13F: 3 clusters Score -79173.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79182.359375 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -79182.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79191.820312 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -79191.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79221.085938 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -79221.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79261.820312 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -79261.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79361.125000 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -79361.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79479.484375 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -79479.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79584.117188 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -79584.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79646.781250 Penalty: 3099.987793
	Iteration 21Q: 3 clusters Score -79646.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79708.804688 Penalty: 3099.987793
	Iteration 22Q: 3 clusters Score -79708.8 nChanged 10
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: -79769.039062 Penalty: 3099.987793
	Iteration 23Q: 3 clusters Score -79769.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79802.562500 Penalty: 3099.987793
	Iteration 24Q: 3 clusters Score -79802.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79823.890625 Penalty: 3099.987793
	Iteration 25Q: 3 clusters Score -79823.89 nChanged 2
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: -79846.187500 Penalty: 3099.987793
	Iteration 26Q: 3 clusters Score -79846.19 nChanged 0
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: -79846.562500 Penalty: 3099.987793
	Iteration 27F: 3 clusters Score -79846.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79878.593750 Penalty: 3099.987793
	Iteration 28Q: 3 clusters Score -79878.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79878.593750 Penalty: 3099.987793
	Iteration 29F: 3 clusters Score -79878.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 46472 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 40008 members 
Mstep: Class 14 contains 30826 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7046 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 213 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 31315 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17199 members 
Mstep: Class 28 contains 26606 members 
Mstep: Class 29 contains 28577 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23488 members 
Mstep: Class 33 contains 11258 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15161 members 
Mstep: Class 42 contains 29714 members 
Mstep: Class 43 contains 7408 members 
Mstep: Class 44 contains 61499 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15538 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42362 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21612 members 
Mstep: Class 52 contains 6912 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 14581 members 
Mstep: Class 55 contains 29383 members 
Mstep: Class 56 contains 20082 members 
Mstep: Class 57 contains 2027 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16793 members 
Mstep: Class 60 contains 31615 members 
Mstep: Class 61 contains 4964 members 
Mstep: Class 62 contains 17058 members 
Mstep: Class 63 contains 30430 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 23946 members 
Mstep: Class 67 contains 33190 members 
Mstep: Class 68 contains 29590 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29111 members 
Mstep: Class 71 contains 305 members 
Entering Unmasked Estep 
Score: -161363040.000000 Penalty: 240168.750000
Splitting cluster 22 changes total score from -161364704.000000 to -161363040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Entering Unmasked Estep 
Score: -1000279.187500 Penalty: 2126.574219
	Iteration 0F: 2 clusters Score -1000279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -995607.187500 Penalty: 4253.148438
	Iteration 0F: 3 clusters Score -995607.2 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -996732.562500 Penalty: 4253.148438
	Iteration 1F: 3 clusters Score -996732.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -996928.250000 Penalty: 4253.148438
	Iteration 2F: 3 clusters Score -996928.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -997079.375000 Penalty: 4253.148438
	Iteration 3Q: 3 clusters Score -997079.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -997200.687500 Penalty: 4253.148438
	Iteration 4Q: 3 clusters Score -997200.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -997290.625000 Penalty: 4253.148438
	Iteration 5Q: 3 clusters Score -997290.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -997357.187500 Penalty: 4253.148438
	Iteration 6Q: 3 clusters Score -997357.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -997422.125000 Penalty: 4253.148438
	Iteration 7Q: 3 clusters Score -997422.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -997476.437500 Penalty: 4253.148438
	Iteration 8Q: 3 clusters Score -997476.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -997530.562500 Penalty: 4253.148438
	Iteration 9Q: 3 clusters Score -997530.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -997586.687500 Penalty: 4253.148438
	Iteration 10Q: 3 clusters Score -997586.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -997633.000000 Penalty: 4253.148438
	Iteration 11Q: 3 clusters Score -997633 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -997672.000000 Penalty: 4253.148438
	Iteration 12Q: 3 clusters Score -997672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -997710.562500 Penalty: 4253.148438
	Iteration 13Q: 3 clusters Score -997710.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -997743.375000 Penalty: 4253.148438
	Iteration 14Q: 3 clusters Score -997743.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -997779.625000 Penalty: 4253.148438
	Iteration 15Q: 3 clusters Score -997779.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -997812.812500 Penalty: 4253.148438
	Iteration 16Q: 3 clusters Score -997812.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -997838.812500 Penalty: 4253.148438
	Iteration 17Q: 3 clusters Score -997838.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -997866.937500 Penalty: 4253.148438
	Iteration 18Q: 3 clusters Score -997866.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -997891.625000 Penalty: 4253.148438
	Iteration 19Q: 3 clusters Score -997891.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -997927.062500 Penalty: 4253.148438
	Iteration 20F: 3 clusters Score -997927.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -997959.000000 Penalty: 4253.148438
	Iteration 21Q: 3 clusters Score -997959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -997990.500000 Penalty: 4253.148438
	Iteration 22Q: 3 clusters Score -997990.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -998017.375000 Penalty: 4253.148438
	Iteration 23Q: 3 clusters Score -998017.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -998056.875000 Penalty: 4253.148438
	Iteration 24Q: 3 clusters Score -998056.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -998090.562500 Penalty: 4253.148438
	Iteration 25Q: 3 clusters Score -998090.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -998114.562500 Penalty: 4253.148438
	Iteration 26Q: 3 clusters Score -998114.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -998132.812500 Penalty: 4253.148438
	Iteration 27Q: 3 clusters Score -998132.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -998147.625000 Penalty: 4253.148438
	Iteration 28Q: 3 clusters Score -998147.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -998163.812500 Penalty: 4253.148438
	Iteration 29Q: 3 clusters Score -998163.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -998183.875000 Penalty: 4253.148438
	Iteration 30Q: 3 clusters Score -998183.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -998198.750000 Penalty: 4253.148438
	Iteration 31Q: 3 clusters Score -998198.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -998211.562500 Penalty: 4253.148438
	Iteration 32Q: 3 clusters Score -998211.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -998225.437500 Penalty: 4253.148438
	Iteration 33Q: 3 clusters Score -998225.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -998241.375000 Penalty: 4253.148438
	Iteration 34Q: 3 clusters Score -998241.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -998256.062500 Penalty: 4253.148438
	Iteration 35Q: 3 clusters Score -998256.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -998278.750000 Penalty: 4253.148438
	Iteration 36Q: 3 clusters Score -998278.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -998294.750000 Penalty: 4253.148438
	Iteration 37Q: 3 clusters Score -998294.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -998306.250000 Penalty: 4253.148438
	Iteration 38Q: 3 clusters Score -998306.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -998322.187500 Penalty: 4253.148438
	Iteration 39Q: 3 clusters Score -998322.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -998330.687500 Penalty: 4253.148438
	Iteration 40F: 3 clusters Score -998330.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -998339.687500 Penalty: 4253.148438
	Iteration 41Q: 3 clusters Score -998339.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -998349.500000 Penalty: 4253.148438
	Iteration 42Q: 3 clusters Score -998349.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -998358.500000 Penalty: 4253.148438
	Iteration 43Q: 3 clusters Score -998358.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -998365.125000 Penalty: 4253.148438
	Iteration 44Q: 3 clusters Score -998365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -998371.062500 Penalty: 4253.148438
	Iteration 45Q: 3 clusters Score -998371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -998373.500000 Penalty: 4253.148438
	Iteration 46Q: 3 clusters Score -998373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -998376.625000 Penalty: 4253.148438
	Iteration 47Q: 3 clusters Score -998376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -998381.125000 Penalty: 4253.148438
	Iteration 48Q: 3 clusters Score -998381.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -998384.812500 Penalty: 4253.148438
	Iteration 49Q: 3 clusters Score -998384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -998388.625000 Penalty: 4253.148438
	Iteration 50Q: 3 clusters Score -998388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -998390.062500 Penalty: 4253.148438
	Iteration 51Q: 3 clusters Score -998390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -998390.437500 Penalty: 4253.148438
	Iteration 52Q: 3 clusters Score -998390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -998389.562500 Penalty: 4253.148438
	Iteration 53Q: 3 clusters Score -998389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -998390.437500 Penalty: 4253.148438
	Iteration 54Q: 3 clusters Score -998390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -998391.687500 Penalty: 4253.148438
	Iteration 55Q: 3 clusters Score -998391.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -998393.562500 Penalty: 4253.148438
	Iteration 56Q: 3 clusters Score -998393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -998394.062500 Penalty: 4253.148438
	Iteration 57Q: 3 clusters Score -998394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -998395.437500 Penalty: 4253.148438
	Iteration 58Q: 3 clusters Score -998395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -998400.812500 Penalty: 4253.148438
	Iteration 59Q: 3 clusters Score -998400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -998403.937500 Penalty: 4253.148438
	Iteration 60F: 3 clusters Score -998403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -998405.937500 Penalty: 4253.148438
	Iteration 61Q: 3 clusters Score -998405.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -998413.000000 Penalty: 4253.148438
	Iteration 62Q: 3 clusters Score -998413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -998414.250000 Penalty: 4253.148438
	Iteration 63Q: 3 clusters Score -998414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -998418.000000 Penalty: 4253.148438
	Iteration 64Q: 3 clusters Score -998418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -998419.812500 Penalty: 4253.148438
	Iteration 65Q: 3 clusters Score -998419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -998420.812500 Penalty: 4253.148438
	Iteration 66Q: 3 clusters Score -998420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -998420.812500 Penalty: 4253.148438
	Iteration 67F: 3 clusters Score -998420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Entering Unmasked Estep 
Score: -5986190.000000 Penalty: 2567.259277
	Iteration 0F: 2 clusters Score -5986190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -5965159.500000 Penalty: 5134.518555
	Iteration 0F: 3 clusters Score -5965160 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -5972571.000000 Penalty: 5134.518555
	Iteration 1F: 3 clusters Score -5972571 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -5972997.000000 Penalty: 5134.518555
	Iteration 2Q: 3 clusters Score -5972997 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -5973355.500000 Penalty: 5134.518555
	Iteration 3Q: 3 clusters Score -5973356 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -5973633.500000 Penalty: 5134.518555
	Iteration 4Q: 3 clusters Score -5973634 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5973909.000000 Penalty: 5134.518555
	Iteration 5Q: 3 clusters Score -5973909 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -5974248.000000 Penalty: 5134.518555
	Iteration 6Q: 3 clusters Score -5974248 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -5974712.000000 Penalty: 5134.518555
	Iteration 7Q: 3 clusters Score -5974712 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -5975404.000000 Penalty: 5134.518555
	Iteration 8Q: 3 clusters Score -5975404 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -5976511.000000 Penalty: 5134.518555
	Iteration 9F: 3 clusters Score -5976511 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -5977970.500000 Penalty: 5134.518555
	Iteration 10F: 3 clusters Score -5977970 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5979685.500000 Penalty: 5134.518555
	Iteration 11F: 3 clusters Score -5979686 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5981388.000000 Penalty: 5134.518555
	Iteration 12F: 3 clusters Score -5981388 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5982654.500000 Penalty: 5134.518555
	Iteration 13Q: 3 clusters Score -5982654 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5983312.500000 Penalty: 5134.518555
	Iteration 14Q: 3 clusters Score -5983312 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5983599.500000 Penalty: 5134.518555
	Iteration 15Q: 3 clusters Score -5983600 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5983727.500000 Penalty: 5134.518555
	Iteration 16Q: 3 clusters Score -5983728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5983803.500000 Penalty: 5134.518555
	Iteration 17Q: 3 clusters Score -5983804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5983852.000000 Penalty: 5134.518555
	Iteration 18Q: 3 clusters Score -5983852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5983881.000000 Penalty: 5134.518555
	Iteration 19Q: 3 clusters Score -5983881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5983902.500000 Penalty: 5134.518555
	Iteration 20F: 3 clusters Score -5983902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5983909.500000 Penalty: 5134.518555
	Iteration 21Q: 3 clusters Score -5983910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5983919.000000 Penalty: 5134.518555
	Iteration 22Q: 3 clusters Score -5983919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5983936.500000 Penalty: 5134.518555
	Iteration 23Q: 3 clusters Score -5983936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5983934.500000 Penalty: 5134.518555
	Iteration 24Q: 3 clusters Score -5983934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5983933.500000 Penalty: 5134.518555
	Iteration 25Q: 3 clusters Score -5983934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5983933.500000 Penalty: 5134.518555
	Iteration 26F: 3 clusters Score -5983934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -230933.406250 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -230933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -228869.562500 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -228869.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -229251.687500 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -229251.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -229368.281250 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -229368.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -229469.109375 Penalty: 3505.813232
	Iteration 3Q: 3 clusters Score -229469.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -229556.437500 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -229556.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -229608.734375 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -229608.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -229658.781250 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -229658.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -229768.937500 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -229768.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -229949.671875 Penalty: 3505.813232
	Iteration 8F: 3 clusters Score -229949.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -230156.265625 Penalty: 3505.813232
	Iteration 9F: 3 clusters Score -230156.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -230310.906250 Penalty: 3505.813232
	Iteration 10F: 3 clusters Score -230310.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -230431.406250 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -230431.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -230512.453125 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -230512.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -230567.437500 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -230567.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -230585.187500 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -230585.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -230602.031250 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -230602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -230612.875000 Penalty: 3505.813232
	Iteration 16Q: 3 clusters Score -230612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -230618.093750 Penalty: 3505.813232
	Iteration 17Q: 3 clusters Score -230618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -230618.093750 Penalty: 3505.813232
	Iteration 18F: 3 clusters Score -230618.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -114574.000000 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -114574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -113000.242188 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -113000.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -113166.789062 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -113166.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -113229.375000 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -113229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -113241.054688 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -113241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -113257.781250 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -113257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -113264.343750 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -113264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -113266.343750 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -113266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -113267.359375 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -113267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -113267.359375 Penalty: 3139.541504
	Iteration 8F: 3 clusters Score -113267.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Entering Unmasked Estep 
Score: -3619735.750000 Penalty: 2418.646484
	Iteration 0F: 2 clusters Score -3619736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3608443.250000 Penalty: 4837.292969
	Iteration 0F: 3 clusters Score -3608443 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3612322.750000 Penalty: 4837.292969
	Iteration 1F: 3 clusters Score -3612323 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3612648.750000 Penalty: 4837.292969
	Iteration 2F: 3 clusters Score -3612649 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3612891.000000 Penalty: 4837.292969
	Iteration 3Q: 3 clusters Score -3612891 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3613074.750000 Penalty: 4837.292969
	Iteration 4Q: 3 clusters Score -3613075 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3613206.750000 Penalty: 4837.292969
	Iteration 5Q: 3 clusters Score -3613207 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3613312.750000 Penalty: 4837.292969
	Iteration 6Q: 3 clusters Score -3613313 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3613400.500000 Penalty: 4837.292969
	Iteration 7Q: 3 clusters Score -3613400 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3613479.500000 Penalty: 4837.292969
	Iteration 8Q: 3 clusters Score -3613480 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3613553.000000 Penalty: 4837.292969
	Iteration 9Q: 3 clusters Score -3613553 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3613590.000000 Penalty: 4837.292969
	Iteration 10Q: 3 clusters Score -3613590 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3613647.250000 Penalty: 4837.292969
	Iteration 11Q: 3 clusters Score -3613647 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3613714.750000 Penalty: 4837.292969
	Iteration 12Q: 3 clusters Score -3613715 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3613764.500000 Penalty: 4837.292969
	Iteration 13Q: 3 clusters Score -3613764 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3613846.000000 Penalty: 4837.292969
	Iteration 14Q: 3 clusters Score -3613846 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3613932.000000 Penalty: 4837.292969
	Iteration 15Q: 3 clusters Score -3613932 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3614027.750000 Penalty: 4837.292969
	Iteration 16Q: 3 clusters Score -3614028 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3614123.500000 Penalty: 4837.292969
	Iteration 17Q: 3 clusters Score -3614124 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3614234.250000 Penalty: 4837.292969
	Iteration 18Q: 3 clusters Score -3614234 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3614394.500000 Penalty: 4837.292969
	Iteration 19Q: 3 clusters Score -3614394 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3614588.000000 Penalty: 4837.292969
	Iteration 20F: 3 clusters Score -3614588 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3614848.000000 Penalty: 4837.292969
	Iteration 21Q: 3 clusters Score -3614848 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3615228.250000 Penalty: 4837.292969
	Iteration 22Q: 3 clusters Score -3615228 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3615669.250000 Penalty: 4837.292969
	Iteration 23Q: 3 clusters Score -3615669 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3616129.750000 Penalty: 4837.292969
	Iteration 24Q: 3 clusters Score -3616130 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3616538.000000 Penalty: 4837.292969
	Iteration 25Q: 3 clusters Score -3616538 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3616864.500000 Penalty: 4837.292969
	Iteration 26Q: 3 clusters Score -3616864 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3617122.750000 Penalty: 4837.292969
	Iteration 27Q: 3 clusters Score -3617123 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3617322.500000 Penalty: 4837.292969
	Iteration 28Q: 3 clusters Score -3617322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3617443.750000 Penalty: 4837.292969
	Iteration 29Q: 3 clusters Score -3617444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3617519.250000 Penalty: 4837.292969
	Iteration 30Q: 3 clusters Score -3617519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3617561.500000 Penalty: 4837.292969
	Iteration 31Q: 3 clusters Score -3617562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3617581.750000 Penalty: 4837.292969
	Iteration 32Q: 3 clusters Score -3617582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3617601.500000 Penalty: 4837.292969
	Iteration 33Q: 3 clusters Score -3617602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3617621.750000 Penalty: 4837.292969
	Iteration 34Q: 3 clusters Score -3617622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3617644.750000 Penalty: 4837.292969
	Iteration 35Q: 3 clusters Score -3617645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3617663.500000 Penalty: 4837.292969
	Iteration 36Q: 3 clusters Score -3617664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3617678.000000 Penalty: 4837.292969
	Iteration 37Q: 3 clusters Score -3617678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3617684.000000 Penalty: 4837.292969
	Iteration 38Q: 3 clusters Score -3617684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3617689.000000 Penalty: 4837.292969
	Iteration 39Q: 3 clusters Score -3617689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3617695.750000 Penalty: 4837.292969
	Iteration 40F: 3 clusters Score -3617696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3617697.750000 Penalty: 4837.292969
	Iteration 41Q: 3 clusters Score -3617698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3617700.250000 Penalty: 4837.292969
	Iteration 42Q: 3 clusters Score -3617700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3617715.500000 Penalty: 4837.292969
	Iteration 43Q: 3 clusters Score -3617716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3617721.250000 Penalty: 4837.292969
	Iteration 44Q: 3 clusters Score -3617721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3617722.500000 Penalty: 4837.292969
	Iteration 45Q: 3 clusters Score -3617722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3617726.000000 Penalty: 4837.292969
	Iteration 46Q: 3 clusters Score -3617726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3617724.500000 Penalty: 4837.292969
	Iteration 47Q: 3 clusters Score -3617724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3617721.000000 Penalty: 4837.292969
	Iteration 48Q: 3 clusters Score -3617721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3617720.250000 Penalty: 4837.292969
	Iteration 49Q: 3 clusters Score -3617720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3617728.000000 Penalty: 4837.292969
	Iteration 50Q: 3 clusters Score -3617728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3617730.000000 Penalty: 4837.292969
	Iteration 51Q: 3 clusters Score -3617730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3617728.250000 Penalty: 4837.292969
	Iteration 52Q: 3 clusters Score -3617728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3617730.750000 Penalty: 4837.292969
	Iteration 53Q: 3 clusters Score -3617731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3617733.250000 Penalty: 4837.292969
	Iteration 54Q: 3 clusters Score -3617733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3617733.250000 Penalty: 4837.292969
	Iteration 55F: 3 clusters Score -3617733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Entering Unmasked Estep 
Score: -5188882.000000 Penalty: 2526.845215
	Iteration 0F: 2 clusters Score -5188882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5170872.500000 Penalty: 5053.690430
	Iteration 0F: 3 clusters Score -5170872 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5177368.000000 Penalty: 5053.690430
	Iteration 1F: 3 clusters Score -5177368 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5177773.500000 Penalty: 5053.690430
	Iteration 2Q: 3 clusters Score -5177774 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5178198.500000 Penalty: 5053.690430
	Iteration 3Q: 3 clusters Score -5178198 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -5178641.000000 Penalty: 5053.690430
	Iteration 4Q: 3 clusters Score -5178641 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -5179215.000000 Penalty: 5053.690430
	Iteration 5Q: 3 clusters Score -5179215 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -5180002.000000 Penalty: 5053.690430
	Iteration 6F: 3 clusters Score -5180002 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -5181093.500000 Penalty: 5053.690430
	Iteration 7F: 3 clusters Score -5181094 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5182445.000000 Penalty: 5053.690430
	Iteration 8F: 3 clusters Score -5182445 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -5183864.500000 Penalty: 5053.690430
	Iteration 9F: 3 clusters Score -5183864 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -5184884.000000 Penalty: 5053.690430
	Iteration 10Q: 3 clusters Score -5184884 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -5185707.000000 Penalty: 5053.690430
	Iteration 11Q: 3 clusters Score -5185707 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -5186154.000000 Penalty: 5053.690430
	Iteration 12Q: 3 clusters Score -5186154 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -5186359.000000 Penalty: 5053.690430
	Iteration 13Q: 3 clusters Score -5186359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5186465.000000 Penalty: 5053.690430
	Iteration 14Q: 3 clusters Score -5186465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -5186524.000000 Penalty: 5053.690430
	Iteration 15Q: 3 clusters Score -5186524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -5186566.000000 Penalty: 5053.690430
	Iteration 16Q: 3 clusters Score -5186566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5186599.000000 Penalty: 5053.690430
	Iteration 17Q: 3 clusters Score -5186599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -5186624.000000 Penalty: 5053.690430
	Iteration 18Q: 3 clusters Score -5186624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -5186627.500000 Penalty: 5053.690430
	Iteration 19Q: 3 clusters Score -5186628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5186627.500000 Penalty: 5053.690430
	Iteration 20F: 3 clusters Score -5186628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5186633.500000 Penalty: 5053.690430
	Iteration 21Q: 3 clusters Score -5186634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -5186638.500000 Penalty: 5053.690430
	Iteration 22Q: 3 clusters Score -5186638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5186641.500000 Penalty: 5053.690430
	Iteration 23Q: 3 clusters Score -5186642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5186641.500000 Penalty: 5053.690430
	Iteration 24F: 3 clusters Score -5186642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Entering Unmasked Estep 
Score: -5576409.500000 Penalty: 2544.568848
	Iteration 0F: 2 clusters Score -5576410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5557411.000000 Penalty: 5089.137695
	Iteration 0F: 3 clusters Score -5557411 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5564218.500000 Penalty: 5089.137695
	Iteration 1F: 3 clusters Score -5564218 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -5564709.000000 Penalty: 5089.137695
	Iteration 2Q: 3 clusters Score -5564709 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -5565140.500000 Penalty: 5089.137695
	Iteration 3Q: 3 clusters Score -5565140 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -5565551.500000 Penalty: 5089.137695
	Iteration 4Q: 3 clusters Score -5565552 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -5566052.500000 Penalty: 5089.137695
	Iteration 5Q: 3 clusters Score -5566052 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5566774.000000 Penalty: 5089.137695
	Iteration 6Q: 3 clusters Score -5566774 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -5567812.000000 Penalty: 5089.137695
	Iteration 7F: 3 clusters Score -5567812 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5569256.000000 Penalty: 5089.137695
	Iteration 8F: 3 clusters Score -5569256 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -5570902.500000 Penalty: 5089.137695
	Iteration 9F: 3 clusters Score -5570902 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -5572254.500000 Penalty: 5089.137695
	Iteration 10F: 3 clusters Score -5572254 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5573126.500000 Penalty: 5089.137695
	Iteration 11Q: 3 clusters Score -5573126 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -5573658.500000 Penalty: 5089.137695
	Iteration 12Q: 3 clusters Score -5573658 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5573878.500000 Penalty: 5089.137695
	Iteration 13Q: 3 clusters Score -5573878 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5574025.500000 Penalty: 5089.137695
	Iteration 14Q: 3 clusters Score -5574026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -5574109.000000 Penalty: 5089.137695
	Iteration 15Q: 3 clusters Score -5574109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -5574156.500000 Penalty: 5089.137695
	Iteration 16Q: 3 clusters Score -5574156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5574191.000000 Penalty: 5089.137695
	Iteration 17Q: 3 clusters Score -5574191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -5574210.500000 Penalty: 5089.137695
	Iteration 18Q: 3 clusters Score -5574210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -5574218.000000 Penalty: 5089.137695
	Iteration 19Q: 3 clusters Score -5574218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5574234.500000 Penalty: 5089.137695
	Iteration 20F: 3 clusters Score -5574234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5574237.500000 Penalty: 5089.137695
	Iteration 21Q: 3 clusters Score -5574238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -5574235.000000 Penalty: 5089.137695
	Iteration 22Q: 3 clusters Score -5574235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5574233.000000 Penalty: 5089.137695
	Iteration 23Q: 3 clusters Score -5574233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5574238.000000 Penalty: 5089.137695
	Iteration 24Q: 3 clusters Score -5574238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5574238.500000 Penalty: 5089.137695
	Iteration 25Q: 3 clusters Score -5574238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5574247.500000 Penalty: 5089.137695
	Iteration 26Q: 3 clusters Score -5574248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5574246.000000 Penalty: 5089.137695
	Iteration 27Q: 3 clusters Score -5574246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -5574254.500000 Penalty: 5089.137695
	Iteration 28Q: 3 clusters Score -5574254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5574254.500000 Penalty: 5089.137695
	Iteration 29Q: 3 clusters Score -5574254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5574254.500000 Penalty: 5089.137695
	Iteration 30F: 3 clusters Score -5574254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -725891.187500 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -725891.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -722063.000000 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -722063 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -722951.125000 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -722951.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -723254.125000 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -723254.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -723498.937500 Penalty: 4091.919189
	Iteration 3F: 3 clusters Score -723498.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -723715.687500 Penalty: 4091.919189
	Iteration 4F: 3 clusters Score -723715.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -723875.500000 Penalty: 4091.919189
	Iteration 5F: 3 clusters Score -723875.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -723999.937500 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -723999.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -724106.000000 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -724106 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -724201.750000 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -724201.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -724274.500000 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -724274.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -724331.125000 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -724331.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -724369.562500 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -724369.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -724391.062500 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -724391.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -724406.937500 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -724406.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -724417.187500 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -724417.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -724429.375000 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -724429.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -724443.625000 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -724443.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -724451.812500 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -724451.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -724458.250000 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -724458.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -724461.875000 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -724461.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -724465.625000 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -724465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -724469.937500 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -724469.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -724471.562500 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -724471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -724474.312500 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -724474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -724476.812500 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -724476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -724476.187500 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -724476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -724478.250000 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -724478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -724479.750000 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -724479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -724478.937500 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -724478.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -724478.937500 Penalty: 4091.919189
	Iteration 29F: 3 clusters Score -724478.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15599.981445 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -15599.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14658.569336 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -14658.57 nChanged 37
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: -14799.773438 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -14799.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14880.693359 Penalty: 2622.980469
	Iteration 2F: 3 clusters Score -14880.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14907.860352 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -14907.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14921.477539 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -14921.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14939.120117 Penalty: 2622.980469
	Iteration 5Q: 3 clusters Score -14939.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14939.120117 Penalty: 2622.980469
	Iteration 6F: 3 clusters Score -14939.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Entering Unmasked Estep 
Score: -4819169.000000 Penalty: 2495.932861
	Iteration 0F: 2 clusters Score -4819169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4803226.000000 Penalty: 4991.865723
	Iteration 0F: 3 clusters Score -4803226 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4808818.000000 Penalty: 4991.865723
	Iteration 1F: 3 clusters Score -4808818 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4809226.500000 Penalty: 4991.865723
	Iteration 2F: 3 clusters Score -4809226 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4809487.000000 Penalty: 4991.865723
	Iteration 3Q: 3 clusters Score -4809487 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -4809762.000000 Penalty: 4991.865723
	Iteration 4Q: 3 clusters Score -4809762 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -4809974.000000 Penalty: 4991.865723
	Iteration 5Q: 3 clusters Score -4809974 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4810230.500000 Penalty: 4991.865723
	Iteration 6Q: 3 clusters Score -4810230 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4810589.000000 Penalty: 4991.865723
	Iteration 7Q: 3 clusters Score -4810589 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4811021.500000 Penalty: 4991.865723
	Iteration 8Q: 3 clusters Score -4811022 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4811666.000000 Penalty: 4991.865723
	Iteration 9Q: 3 clusters Score -4811666 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4812582.000000 Penalty: 4991.865723
	Iteration 10F: 3 clusters Score -4812582 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4813731.500000 Penalty: 4991.865723
	Iteration 11F: 3 clusters Score -4813732 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4814788.000000 Penalty: 4991.865723
	Iteration 12F: 3 clusters Score -4814788 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -4815603.000000 Penalty: 4991.865723
	Iteration 13Q: 3 clusters Score -4815603 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -4816117.000000 Penalty: 4991.865723
	Iteration 14Q: 3 clusters Score -4816117 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -4816432.000000 Penalty: 4991.865723
	Iteration 15Q: 3 clusters Score -4816432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -4816600.500000 Penalty: 4991.865723
	Iteration 16Q: 3 clusters Score -4816600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -4816702.500000 Penalty: 4991.865723
	Iteration 17Q: 3 clusters Score -4816702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4816765.000000 Penalty: 4991.865723
	Iteration 18Q: 3 clusters Score -4816765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4816804.500000 Penalty: 4991.865723
	Iteration 19Q: 3 clusters Score -4816804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4816838.500000 Penalty: 4991.865723
	Iteration 20F: 3 clusters Score -4816838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -4816856.000000 Penalty: 4991.865723
	Iteration 21Q: 3 clusters Score -4816856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4816876.000000 Penalty: 4991.865723
	Iteration 22Q: 3 clusters Score -4816876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4816897.000000 Penalty: 4991.865723
	Iteration 23Q: 3 clusters Score -4816897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4816911.500000 Penalty: 4991.865723
	Iteration 24Q: 3 clusters Score -4816912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4816920.500000 Penalty: 4991.865723
	Iteration 25Q: 3 clusters Score -4816920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4816929.000000 Penalty: 4991.865723
	Iteration 26Q: 3 clusters Score -4816929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -4816945.500000 Penalty: 4991.865723
	Iteration 27Q: 3 clusters Score -4816946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4816957.000000 Penalty: 4991.865723
	Iteration 28Q: 3 clusters Score -4816957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4816965.500000 Penalty: 4991.865723
	Iteration 29Q: 3 clusters Score -4816966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4816974.000000 Penalty: 4991.865723
	Iteration 30Q: 3 clusters Score -4816974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4816979.000000 Penalty: 4991.865723
	Iteration 31Q: 3 clusters Score -4816979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4816979.000000 Penalty: 4991.865723
	Iteration 32F: 3 clusters Score -4816979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -2244973.250000 Penalty: 2313.551025
	Iteration 0F: 2 clusters Score -2244973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2236466.000000 Penalty: 4627.102051
	Iteration 0F: 3 clusters Score -2236466 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2238847.250000 Penalty: 4627.102051
	Iteration 1F: 3 clusters Score -2238847 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2239141.500000 Penalty: 4627.102051
	Iteration 2F: 3 clusters Score -2239142 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2239351.250000 Penalty: 4627.102051
	Iteration 3Q: 3 clusters Score -2239351 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2239532.500000 Penalty: 4627.102051
	Iteration 4Q: 3 clusters Score -2239532 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2239725.000000 Penalty: 4627.102051
	Iteration 5Q: 3 clusters Score -2239725 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2239910.500000 Penalty: 4627.102051
	Iteration 6Q: 3 clusters Score -2239910 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2240091.250000 Penalty: 4627.102051
	Iteration 7Q: 3 clusters Score -2240091 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2240259.500000 Penalty: 4627.102051
	Iteration 8Q: 3 clusters Score -2240260 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2240434.500000 Penalty: 4627.102051
	Iteration 9Q: 3 clusters Score -2240434 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2240609.750000 Penalty: 4627.102051
	Iteration 10Q: 3 clusters Score -2240610 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2240793.250000 Penalty: 4627.102051
	Iteration 11Q: 3 clusters Score -2240793 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2240987.000000 Penalty: 4627.102051
	Iteration 12Q: 3 clusters Score -2240987 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2241156.000000 Penalty: 4627.102051
	Iteration 13Q: 3 clusters Score -2241156 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2241299.250000 Penalty: 4627.102051
	Iteration 14Q: 3 clusters Score -2241299 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2241419.500000 Penalty: 4627.102051
	Iteration 15Q: 3 clusters Score -2241420 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2241521.250000 Penalty: 4627.102051
	Iteration 16Q: 3 clusters Score -2241521 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2241638.750000 Penalty: 4627.102051
	Iteration 17Q: 3 clusters Score -2241639 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2241739.250000 Penalty: 4627.102051
	Iteration 18Q: 3 clusters Score -2241739 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2241841.250000 Penalty: 4627.102051
	Iteration 19Q: 3 clusters Score -2241841 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2241923.750000 Penalty: 4627.102051
	Iteration 20F: 3 clusters Score -2241924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2241989.000000 Penalty: 4627.102051
	Iteration 21Q: 3 clusters Score -2241989 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2242039.000000 Penalty: 4627.102051
	Iteration 22Q: 3 clusters Score -2242039 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2242103.500000 Penalty: 4627.102051
	Iteration 23Q: 3 clusters Score -2242104 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2242147.000000 Penalty: 4627.102051
	Iteration 24Q: 3 clusters Score -2242147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2242187.250000 Penalty: 4627.102051
	Iteration 25Q: 3 clusters Score -2242187 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2242228.500000 Penalty: 4627.102051
	Iteration 26Q: 3 clusters Score -2242228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2242255.500000 Penalty: 4627.102051
	Iteration 27Q: 3 clusters Score -2242256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2242299.250000 Penalty: 4627.102051
	Iteration 28Q: 3 clusters Score -2242299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2242345.250000 Penalty: 4627.102051
	Iteration 29Q: 3 clusters Score -2242345 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2242402.750000 Penalty: 4627.102051
	Iteration 30Q: 3 clusters Score -2242403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2242452.250000 Penalty: 4627.102051
	Iteration 31Q: 3 clusters Score -2242452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2242509.750000 Penalty: 4627.102051
	Iteration 32Q: 3 clusters Score -2242510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2242563.500000 Penalty: 4627.102051
	Iteration 33Q: 3 clusters Score -2242564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2242618.000000 Penalty: 4627.102051
	Iteration 34Q: 3 clusters Score -2242618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2242663.750000 Penalty: 4627.102051
	Iteration 35Q: 3 clusters Score -2242664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2242698.250000 Penalty: 4627.102051
	Iteration 36Q: 3 clusters Score -2242698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2242723.250000 Penalty: 4627.102051
	Iteration 37Q: 3 clusters Score -2242723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2242737.500000 Penalty: 4627.102051
	Iteration 38Q: 3 clusters Score -2242738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2242755.250000 Penalty: 4627.102051
	Iteration 39Q: 3 clusters Score -2242755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2242758.750000 Penalty: 4627.102051
	Iteration 40F: 3 clusters Score -2242759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2242773.500000 Penalty: 4627.102051
	Iteration 41Q: 3 clusters Score -2242774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2242786.500000 Penalty: 4627.102051
	Iteration 42Q: 3 clusters Score -2242786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2242797.250000 Penalty: 4627.102051
	Iteration 43Q: 3 clusters Score -2242797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2242812.750000 Penalty: 4627.102051
	Iteration 44Q: 3 clusters Score -2242813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2242823.250000 Penalty: 4627.102051
	Iteration 45Q: 3 clusters Score -2242823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2242832.500000 Penalty: 4627.102051
	Iteration 46Q: 3 clusters Score -2242832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2242839.750000 Penalty: 4627.102051
	Iteration 47Q: 3 clusters Score -2242840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2242850.500000 Penalty: 4627.102051
	Iteration 48Q: 3 clusters Score -2242850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2242863.500000 Penalty: 4627.102051
	Iteration 49Q: 3 clusters Score -2242864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2242869.000000 Penalty: 4627.102051
	Iteration 50Q: 3 clusters Score -2242869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2242885.250000 Penalty: 4627.102051
	Iteration 51Q: 3 clusters Score -2242885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2242891.000000 Penalty: 4627.102051
	Iteration 52Q: 3 clusters Score -2242891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2242897.000000 Penalty: 4627.102051
	Iteration 53Q: 3 clusters Score -2242897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2242904.250000 Penalty: 4627.102051
	Iteration 54Q: 3 clusters Score -2242904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2242907.500000 Penalty: 4627.102051
	Iteration 55Q: 3 clusters Score -2242908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2242918.000000 Penalty: 4627.102051
	Iteration 56Q: 3 clusters Score -2242918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2242925.000000 Penalty: 4627.102051
	Iteration 57Q: 3 clusters Score -2242925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2242926.000000 Penalty: 4627.102051
	Iteration 58Q: 3 clusters Score -2242926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2242934.250000 Penalty: 4627.102051
	Iteration 59Q: 3 clusters Score -2242934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2242939.500000 Penalty: 4627.102051
	Iteration 60F: 3 clusters Score -2242940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2242949.500000 Penalty: 4627.102051
	Iteration 61Q: 3 clusters Score -2242950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2242955.000000 Penalty: 4627.102051
	Iteration 62Q: 3 clusters Score -2242955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2242953.750000 Penalty: 4627.102051
	Iteration 63Q: 3 clusters Score -2242954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2242955.750000 Penalty: 4627.102051
	Iteration 64Q: 3 clusters Score -2242956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2242954.500000 Penalty: 4627.102051
	Iteration 65Q: 3 clusters Score -2242954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2242954.750000 Penalty: 4627.102051
	Iteration 66Q: 3 clusters Score -2242955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2242959.500000 Penalty: 4627.102051
	Iteration 67Q: 3 clusters Score -2242960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2242957.750000 Penalty: 4627.102051
	Iteration 68Q: 3 clusters Score -2242958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2242958.250000 Penalty: 4627.102051
	Iteration 69Q: 3 clusters Score -2242958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2242956.750000 Penalty: 4627.102051
	Iteration 70Q: 3 clusters Score -2242957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2242963.750000 Penalty: 4627.102051
	Iteration 71Q: 3 clusters Score -2242964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2242963.250000 Penalty: 4627.102051
	Iteration 72Q: 3 clusters Score -2242963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2242963.250000 Penalty: 4627.102051
	Iteration 73F: 3 clusters Score -2242963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 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 185 members 
Entering Unmasked Estep 
Score: -54796.652344 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54796.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55044.386719 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -55044.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55253.914062 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55253.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -55459.843750 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -55459.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55530.867188 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55530.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -55586.734375 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55586.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -55663.113281 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55663.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -55716.925781 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -55716.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -55768.328125 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55768.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -55779.781250 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55779.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -55784.867188 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55784.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55787.585938 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -55787.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55787.585938 Penalty: 2951.518799
	Iteration 12F: 3 clusters Score -55787.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 173 members 
Entering Unmasked Estep 
Score: -45290.375000 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45290.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45413.003906 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45466.687500 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -45466.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45491.664062 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45491.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45511.746094 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45511.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45521.656250 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -45521.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45538.859375 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -45538.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45541.109375 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -45541.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45555.027344 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -45555.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45587.242188 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -45587.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45631.703125 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -45631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45669.085938 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -45669.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45672.101562 Penalty: 2868.777344
	Iteration 12F: 3 clusters Score -45672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45684.597656 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -45684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45687.562500 Penalty: 2868.777344
	Iteration 14Q: 3 clusters Score -45687.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45687.562500 Penalty: 2868.777344
	Iteration 15F: 3 clusters Score -45687.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -271661.656250 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -271661.7 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 705 members 
Entering Unmasked Estep 
Score: -269391.312500 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -269391.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -269881.656250 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -269881.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -270177.375000 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -270177.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -270496.437500 Penalty: 3612.590332
	Iteration 3F: 3 clusters Score -270496.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -270683.468750 Penalty: 3612.590332
	Iteration 4F: 3 clusters Score -270683.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -270812.312500 Penalty: 3612.590332
	Iteration 5F: 3 clusters Score -270812.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -270884.843750 Penalty: 3612.590332
	Iteration 6Q: 3 clusters Score -270884.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -270937.312500 Penalty: 3612.590332
	Iteration 7Q: 3 clusters Score -270937.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -270964.375000 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -270964.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -270982.093750 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -270982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -270987.468750 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -270987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -270993.156250 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -270993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -270998.218750 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -270998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -271000.125000 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -271000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -271000.125000 Penalty: 3612.590332
	Iteration 14F: 3 clusters Score -271000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -509860.718750 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -509860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -506667.468750 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -506667.5 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -507347.750000 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -507347.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -507546.718750 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -507546.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -507673.875000 Penalty: 3944.671387
	Iteration 3F: 3 clusters Score -507673.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -507745.312500 Penalty: 3944.671387
	Iteration 4Q: 3 clusters Score -507745.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -507803.156250 Penalty: 3944.671387
	Iteration 5Q: 3 clusters Score -507803.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -507839.687500 Penalty: 3944.671387
	Iteration 6Q: 3 clusters Score -507839.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -507864.250000 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -507864.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -507890.343750 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -507890.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -507910.625000 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -507910.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -507932.812500 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -507932.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -507954.187500 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -507954.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -507981.000000 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -507981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -508001.031250 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -508001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -508024.937500 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -508024.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -508047.343750 Penalty: 3944.671387
	Iteration 15Q: 3 clusters Score -508047.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -508079.093750 Penalty: 3944.671387
	Iteration 16Q: 3 clusters Score -508079.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -508106.031250 Penalty: 3944.671387
	Iteration 17Q: 3 clusters Score -508106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -508141.562500 Penalty: 3944.671387
	Iteration 18Q: 3 clusters Score -508141.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -508170.250000 Penalty: 3944.671387
	Iteration 19Q: 3 clusters Score -508170.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -508187.375000 Penalty: 3944.671387
	Iteration 20F: 3 clusters Score -508187.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -508199.125000 Penalty: 3944.671387
	Iteration 21Q: 3 clusters Score -508199.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -508208.875000 Penalty: 3944.671387
	Iteration 22Q: 3 clusters Score -508208.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -508215.656250 Penalty: 3944.671387
	Iteration 23Q: 3 clusters Score -508215.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -508220.937500 Penalty: 3944.671387
	Iteration 24Q: 3 clusters Score -508220.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -508230.250000 Penalty: 3944.671387
	Iteration 25Q: 3 clusters Score -508230.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -508240.656250 Penalty: 3944.671387
	Iteration 26Q: 3 clusters Score -508240.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -508255.500000 Penalty: 3944.671387
	Iteration 27Q: 3 clusters Score -508255.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -508274.781250 Penalty: 3944.671387
	Iteration 28Q: 3 clusters Score -508274.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -508291.968750 Penalty: 3944.671387
	Iteration 29Q: 3 clusters Score -508292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -508306.781250 Penalty: 3944.671387
	Iteration 30Q: 3 clusters Score -508306.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -508320.968750 Penalty: 3944.671387
	Iteration 31Q: 3 clusters Score -508321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -508334.625000 Penalty: 3944.671387
	Iteration 32Q: 3 clusters Score -508334.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -508352.906250 Penalty: 3944.671387
	Iteration 33Q: 3 clusters Score -508352.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -508361.281250 Penalty: 3944.671387
	Iteration 34Q: 3 clusters Score -508361.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -508373.000000 Penalty: 3944.671387
	Iteration 35Q: 3 clusters Score -508373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -508385.625000 Penalty: 3944.671387
	Iteration 36Q: 3 clusters Score -508385.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -508397.875000 Penalty: 3944.671387
	Iteration 37Q: 3 clusters Score -508397.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -508413.062500 Penalty: 3944.671387
	Iteration 38Q: 3 clusters Score -508413.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -508425.437500 Penalty: 3944.671387
	Iteration 39Q: 3 clusters Score -508425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -508432.500000 Penalty: 3944.671387
	Iteration 40F: 3 clusters Score -508432.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -508438.406250 Penalty: 3944.671387
	Iteration 41Q: 3 clusters Score -508438.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -508444.000000 Penalty: 3944.671387
	Iteration 42Q: 3 clusters Score -508444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -508448.312500 Penalty: 3944.671387
	Iteration 43Q: 3 clusters Score -508448.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -508450.781250 Penalty: 3944.671387
	Iteration 44Q: 3 clusters Score -508450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -508453.343750 Penalty: 3944.671387
	Iteration 45Q: 3 clusters Score -508453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -508453.781250 Penalty: 3944.671387
	Iteration 46Q: 3 clusters Score -508453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -508455.625000 Penalty: 3944.671387
	Iteration 47Q: 3 clusters Score -508455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -508456.343750 Penalty: 3944.671387
	Iteration 48Q: 3 clusters Score -508456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -508459.343750 Penalty: 3944.671387
	Iteration 49Q: 3 clusters Score -508459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -508464.093750 Penalty: 3944.671387
	Iteration 50Q: 3 clusters Score -508464.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -508469.187500 Penalty: 3944.671387
	Iteration 51Q: 3 clusters Score -508469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -508475.812500 Penalty: 3944.671387
	Iteration 52Q: 3 clusters Score -508475.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -508482.125000 Penalty: 3944.671387
	Iteration 53Q: 3 clusters Score -508482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -508487.687500 Penalty: 3944.671387
	Iteration 54Q: 3 clusters Score -508487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -508489.531250 Penalty: 3944.671387
	Iteration 55Q: 3 clusters Score -508489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -508491.406250 Penalty: 3944.671387
	Iteration 56Q: 3 clusters Score -508491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -508491.031250 Penalty: 3944.671387
	Iteration 57Q: 3 clusters Score -508491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -508491.500000 Penalty: 3944.671387
	Iteration 58Q: 3 clusters Score -508491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -508492.125000 Penalty: 3944.671387
	Iteration 59Q: 3 clusters Score -508492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -508491.718750 Penalty: 3944.671387
	Iteration 60F: 3 clusters Score -508491.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -75672.929688 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -75672.93 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 247 members 
Entering Unmasked Estep 
Score: -74249.585938 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -74249.59 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74530.031250 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -74530.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74706.492188 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -74706.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74805.117188 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -74805.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74872.578125 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -74872.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74912.460938 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -74912.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74977.335938 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -74977.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75035.132812 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -75035.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75044.609375 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -75044.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75058.890625 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -75058.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75073.601562 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -75073.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -75104.304688 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -75104.3 nChanged 6
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: -75129.539062 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -75129.54 nChanged 7
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: -75165.609375 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -75165.61 nChanged 6
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: -75203.609375 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -75203.61 nChanged 1
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: -75206.539062 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -75206.54 nChanged 1
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: -75209.914062 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -75209.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75211.921875 Penalty: 3067.337891
	Iteration 17Q: 3 clusters Score -75211.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75211.921875 Penalty: 3067.337891
	Iteration 18F: 3 clusters Score -75211.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 197 members 
Entering Unmasked Estep 
Score: -47889.601562 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47889.6 nChanged 101
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: -48231.589844 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48231.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48429.140625 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48429.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48549.785156 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -48549.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48665.296875 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48729.953125 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48729.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48802.023438 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48802.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48910.023438 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -48910.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48960.500000 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -48960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48970.343750 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -48970.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48976.730469 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -48976.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48978.699219 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -48978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48992.917969 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -48992.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48995.230469 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -48995.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49012.269531 Penalty: 2975.472656
	Iteration 14Q: 3 clusters Score -49012.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49029.371094 Penalty: 2975.472656
	Iteration 15Q: 3 clusters Score -49029.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49033.199219 Penalty: 2975.472656
	Iteration 16Q: 3 clusters Score -49033.2 nChanged 1
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: -49036.632812 Penalty: 2975.472656
	Iteration 17Q: 3 clusters Score -49036.63 nChanged 0
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: -49036.632812 Penalty: 2975.472656
	Iteration 18F: 3 clusters Score -49036.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 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 411 members 
Entering Unmasked Estep 
Score: -132211.296875 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132211.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -132507.453125 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132507.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -132675.828125 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132675.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -132772.687500 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -132772.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132845.718750 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -132845.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132897.078125 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -132897.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -132939.718750 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -132939.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132958.203125 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -132958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -132975.484375 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -132975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -132999.218750 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -132999.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133029.265625 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -133029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -133038.906250 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -133038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -133052.781250 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -133052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133068.796875 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -133068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133078.093750 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -133078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133085.515625 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -133085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -133093.781250 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -133093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133103.796875 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -133103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -133136.140625 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -133136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -133153.640625 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -133153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133164.484375 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -133164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -133189.562500 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -133189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133197.812500 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -133197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133198.859375 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -133198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133203.328125 Penalty: 3314.947021
	Iteration 24Q: 3 clusters Score -133203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133208.453125 Penalty: 3314.947021
	Iteration 25Q: 3 clusters Score -133208.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133212.734375 Penalty: 3314.947021
	Iteration 26Q: 3 clusters Score -133212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -133226.828125 Penalty: 3314.947021
	Iteration 27Q: 3 clusters Score -133226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -133232.234375 Penalty: 3314.947021
	Iteration 28Q: 3 clusters Score -133232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133236.109375 Penalty: 3314.947021
	Iteration 29Q: 3 clusters Score -133236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133238.500000 Penalty: 3314.947021
	Iteration 30Q: 3 clusters Score -133238.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133240.531250 Penalty: 3314.947021
	Iteration 31Q: 3 clusters Score -133240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133243.015625 Penalty: 3314.947021
	Iteration 32Q: 3 clusters Score -133243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133243.796875 Penalty: 3314.947021
	Iteration 33Q: 3 clusters Score -133243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133243.796875 Penalty: 3314.947021
	Iteration 34F: 3 clusters Score -133243.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Entering Unmasked Estep 
Score: -3169464.250000 Penalty: 2387.367432
	Iteration 0F: 2 clusters Score -3169464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3158943.000000 Penalty: 4774.734863
	Iteration 0F: 3 clusters Score -3158943 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3162383.750000 Penalty: 4774.734863
	Iteration 1F: 3 clusters Score -3162384 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3162629.000000 Penalty: 4774.734863
	Iteration 2F: 3 clusters Score -3162629 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3162801.500000 Penalty: 4774.734863
	Iteration 3Q: 3 clusters Score -3162802 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3162933.750000 Penalty: 4774.734863
	Iteration 4Q: 3 clusters Score -3162934 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3163036.500000 Penalty: 4774.734863
	Iteration 5Q: 3 clusters Score -3163036 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3163131.000000 Penalty: 4774.734863
	Iteration 6Q: 3 clusters Score -3163131 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3163232.250000 Penalty: 4774.734863
	Iteration 7Q: 3 clusters Score -3163232 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3163359.750000 Penalty: 4774.734863
	Iteration 8Q: 3 clusters Score -3163360 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3163488.250000 Penalty: 4774.734863
	Iteration 9Q: 3 clusters Score -3163488 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3163680.000000 Penalty: 4774.734863
	Iteration 10Q: 3 clusters Score -3163680 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3163957.500000 Penalty: 4774.734863
	Iteration 11Q: 3 clusters Score -3163958 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3164388.750000 Penalty: 4774.734863
	Iteration 12Q: 3 clusters Score -3164389 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3164889.000000 Penalty: 4774.734863
	Iteration 13F: 3 clusters Score -3164889 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3165453.250000 Penalty: 4774.734863
	Iteration 14F: 3 clusters Score -3165453 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3166051.750000 Penalty: 4774.734863
	Iteration 15F: 3 clusters Score -3166052 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3166643.500000 Penalty: 4774.734863
	Iteration 16Q: 3 clusters Score -3166644 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3167173.500000 Penalty: 4774.734863
	Iteration 17Q: 3 clusters Score -3167174 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3167593.000000 Penalty: 4774.734863
	Iteration 18Q: 3 clusters Score -3167593 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3167787.250000 Penalty: 4774.734863
	Iteration 19Q: 3 clusters Score -3167787 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3167848.000000 Penalty: 4774.734863
	Iteration 20F: 3 clusters Score -3167848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3167873.000000 Penalty: 4774.734863
	Iteration 21Q: 3 clusters Score -3167873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3167880.500000 Penalty: 4774.734863
	Iteration 22Q: 3 clusters Score -3167880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3167880.000000 Penalty: 4774.734863
	Iteration 23Q: 3 clusters Score -3167880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3167892.750000 Penalty: 4774.734863
	Iteration 24Q: 3 clusters Score -3167893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3167880.250000 Penalty: 4774.734863
	Iteration 25Q: 3 clusters Score -3167880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3167887.750000 Penalty: 4774.734863
	Iteration 26Q: 3 clusters Score -3167888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3167895.750000 Penalty: 4774.734863
	Iteration 27Q: 3 clusters Score -3167896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3167884.750000 Penalty: 4774.734863
	Iteration 28Q: 3 clusters Score -3167885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3167884.000000 Penalty: 4774.734863
	Iteration 29Q: 3 clusters Score -3167884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3167887.250000 Penalty: 4774.734863
	Iteration 30Q: 3 clusters Score -3167887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3167891.500000 Penalty: 4774.734863
	Iteration 31Q: 3 clusters Score -3167892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3167897.500000 Penalty: 4774.734863
	Iteration 32Q: 3 clusters Score -3167898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3167895.000000 Penalty: 4774.734863
	Iteration 33Q: 3 clusters Score -3167895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3167899.750000 Penalty: 4774.734863
	Iteration 34Q: 3 clusters Score -3167900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3167906.750000 Penalty: 4774.734863
	Iteration 35Q: 3 clusters Score -3167907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3167908.250000 Penalty: 4774.734863
	Iteration 36Q: 3 clusters Score -3167908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3167911.000000 Penalty: 4774.734863
	Iteration 37Q: 3 clusters Score -3167911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3167901.500000 Penalty: 4774.734863
	Iteration 38Q: 3 clusters Score -3167902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3167902.250000 Penalty: 4774.734863
	Iteration 39Q: 3 clusters Score -3167902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3167900.250000 Penalty: 4774.734863
	Iteration 40F: 3 clusters Score -3167900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3167905.500000 Penalty: 4774.734863
	Iteration 41Q: 3 clusters Score -3167906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3167909.250000 Penalty: 4774.734863
	Iteration 42Q: 3 clusters Score -3167909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3167906.000000 Penalty: 4774.734863
	Iteration 43Q: 3 clusters Score -3167906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3167903.250000 Penalty: 4774.734863
	Iteration 44Q: 3 clusters Score -3167903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3167904.250000 Penalty: 4774.734863
	Iteration 45Q: 3 clusters Score -3167904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3167904.250000 Penalty: 4774.734863
	Iteration 46Q: 3 clusters Score -3167904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3167897.250000 Penalty: 4774.734863
	Iteration 47Q: 3 clusters Score -3167897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3167902.250000 Penalty: 4774.734863
	Iteration 48Q: 3 clusters Score -3167902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3167902.250000 Penalty: 4774.734863
	Iteration 49F: 3 clusters Score -3167902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (29714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Entering Unmasked Estep 
Score: -5775057.000000 Penalty: 2554.244629
	Iteration 0F: 2 clusters Score -5775057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5755418.500000 Penalty: 5108.489258
	Iteration 0F: 3 clusters Score -5755418 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -5762613.500000 Penalty: 5108.489258
	Iteration 1F: 3 clusters Score -5762614 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5763021.000000 Penalty: 5108.489258
	Iteration 2Q: 3 clusters Score -5763021 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -5763364.000000 Penalty: 5108.489258
	Iteration 3Q: 3 clusters Score -5763364 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -5763622.000000 Penalty: 5108.489258
	Iteration 4Q: 3 clusters Score -5763622 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -5763875.000000 Penalty: 5108.489258
	Iteration 5Q: 3 clusters Score -5763875 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -5764198.500000 Penalty: 5108.489258
	Iteration 6Q: 3 clusters Score -5764198 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5764590.500000 Penalty: 5108.489258
	Iteration 7Q: 3 clusters Score -5764590 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -5765178.000000 Penalty: 5108.489258
	Iteration 8Q: 3 clusters Score -5765178 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -5766018.500000 Penalty: 5108.489258
	Iteration 9F: 3 clusters Score -5766018 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -5767258.000000 Penalty: 5108.489258
	Iteration 10F: 3 clusters Score -5767258 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -5768832.000000 Penalty: 5108.489258
	Iteration 11F: 3 clusters Score -5768832 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5770469.500000 Penalty: 5108.489258
	Iteration 12F: 3 clusters Score -5770470 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5771657.000000 Penalty: 5108.489258
	Iteration 13Q: 3 clusters Score -5771657 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5772274.500000 Penalty: 5108.489258
	Iteration 14Q: 3 clusters Score -5772274 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5772561.000000 Penalty: 5108.489258
	Iteration 15Q: 3 clusters Score -5772561 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5772702.000000 Penalty: 5108.489258
	Iteration 16Q: 3 clusters Score -5772702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5772772.500000 Penalty: 5108.489258
	Iteration 17Q: 3 clusters Score -5772772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5772801.000000 Penalty: 5108.489258
	Iteration 18Q: 3 clusters Score -5772801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5772821.000000 Penalty: 5108.489258
	Iteration 19Q: 3 clusters Score -5772821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5772822.500000 Penalty: 5108.489258
	Iteration 20F: 3 clusters Score -5772822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5772827.500000 Penalty: 5108.489258
	Iteration 21Q: 3 clusters Score -5772828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5772836.000000 Penalty: 5108.489258
	Iteration 22Q: 3 clusters Score -5772836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5772843.500000 Penalty: 5108.489258
	Iteration 23Q: 3 clusters Score -5772844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5772848.500000 Penalty: 5108.489258
	Iteration 24Q: 3 clusters Score -5772848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5772847.000000 Penalty: 5108.489258
	Iteration 25Q: 3 clusters Score -5772847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5772848.000000 Penalty: 5108.489258
	Iteration 26Q: 3 clusters Score -5772848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5772850.500000 Penalty: 5108.489258
	Iteration 27Q: 3 clusters Score -5772850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5772853.500000 Penalty: 5108.489258
	Iteration 28Q: 3 clusters Score -5772854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5772856.500000 Penalty: 5108.489258
	Iteration 29Q: 3 clusters Score -5772856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5772863.000000 Penalty: 5108.489258
	Iteration 30Q: 3 clusters Score -5772863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5772864.500000 Penalty: 5108.489258
	Iteration 31Q: 3 clusters Score -5772864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5772867.500000 Penalty: 5108.489258
	Iteration 32Q: 3 clusters Score -5772868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5772865.500000 Penalty: 5108.489258
	Iteration 33Q: 3 clusters Score -5772866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5772870.500000 Penalty: 5108.489258
	Iteration 34Q: 3 clusters Score -5772870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5772867.500000 Penalty: 5108.489258
	Iteration 35Q: 3 clusters Score -5772868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5772875.000000 Penalty: 5108.489258
	Iteration 36Q: 3 clusters Score -5772875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5772874.500000 Penalty: 5108.489258
	Iteration 37Q: 3 clusters Score -5772874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5772877.000000 Penalty: 5108.489258
	Iteration 38Q: 3 clusters Score -5772877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5772876.500000 Penalty: 5108.489258
	Iteration 39Q: 3 clusters Score -5772876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5772882.500000 Penalty: 5108.489258
	Iteration 40F: 3 clusters Score -5772882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5772895.000000 Penalty: 5108.489258
	Iteration 41Q: 3 clusters Score -5772895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5772900.500000 Penalty: 5108.489258
	Iteration 42Q: 3 clusters Score -5772900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5772903.000000 Penalty: 5108.489258
	Iteration 43Q: 3 clusters Score -5772903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5772903.000000 Penalty: 5108.489258
	Iteration 44F: 3 clusters Score -5772903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Entering Unmasked Estep 
Score: -1431120.000000 Penalty: 2209.758301
	Iteration 0F: 2 clusters Score -1431120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1425094.250000 Penalty: 4419.516602
	Iteration 0F: 3 clusters Score -1425094 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1426696.750000 Penalty: 4419.516602
	Iteration 1F: 3 clusters Score -1426697 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1426946.000000 Penalty: 4419.516602
	Iteration 2F: 3 clusters Score -1426946 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1427108.125000 Penalty: 4419.516602
	Iteration 3Q: 3 clusters Score -1427108 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1427253.250000 Penalty: 4419.516602
	Iteration 4Q: 3 clusters Score -1427253 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1427404.000000 Penalty: 4419.516602
	Iteration 5Q: 3 clusters Score -1427404 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1427600.500000 Penalty: 4419.516602
	Iteration 6Q: 3 clusters Score -1427600 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1427797.500000 Penalty: 4419.516602
	Iteration 7Q: 3 clusters Score -1427798 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1427981.250000 Penalty: 4419.516602
	Iteration 8Q: 3 clusters Score -1427981 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1428154.375000 Penalty: 4419.516602
	Iteration 9Q: 3 clusters Score -1428154 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1428297.750000 Penalty: 4419.516602
	Iteration 10Q: 3 clusters Score -1428298 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1428443.750000 Penalty: 4419.516602
	Iteration 11Q: 3 clusters Score -1428444 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1428615.500000 Penalty: 4419.516602
	Iteration 12Q: 3 clusters Score -1428616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1428789.500000 Penalty: 4419.516602
	Iteration 13Q: 3 clusters Score -1428790 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1428948.625000 Penalty: 4419.516602
	Iteration 14Q: 3 clusters Score -1428949 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1429100.875000 Penalty: 4419.516602
	Iteration 15Q: 3 clusters Score -1429101 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1429227.500000 Penalty: 4419.516602
	Iteration 16Q: 3 clusters Score -1429228 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1429320.375000 Penalty: 4419.516602
	Iteration 17Q: 3 clusters Score -1429320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1429371.250000 Penalty: 4419.516602
	Iteration 18Q: 3 clusters Score -1429371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1429431.750000 Penalty: 4419.516602
	Iteration 19Q: 3 clusters Score -1429432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1429472.875000 Penalty: 4419.516602
	Iteration 20F: 3 clusters Score -1429473 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1429512.000000 Penalty: 4419.516602
	Iteration 21Q: 3 clusters Score -1429512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1429533.125000 Penalty: 4419.516602
	Iteration 22Q: 3 clusters Score -1429533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1429550.750000 Penalty: 4419.516602
	Iteration 23Q: 3 clusters Score -1429551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1429561.625000 Penalty: 4419.516602
	Iteration 24Q: 3 clusters Score -1429562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1429572.625000 Penalty: 4419.516602
	Iteration 25Q: 3 clusters Score -1429573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1429580.875000 Penalty: 4419.516602
	Iteration 26Q: 3 clusters Score -1429581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1429589.875000 Penalty: 4419.516602
	Iteration 27Q: 3 clusters Score -1429590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1429604.250000 Penalty: 4419.516602
	Iteration 28Q: 3 clusters Score -1429604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1429611.500000 Penalty: 4419.516602
	Iteration 29Q: 3 clusters Score -1429612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1429615.250000 Penalty: 4419.516602
	Iteration 30Q: 3 clusters Score -1429615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1429615.250000 Penalty: 4419.516602
	Iteration 31Q: 3 clusters Score -1429615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1429619.125000 Penalty: 4419.516602
	Iteration 32Q: 3 clusters Score -1429619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1429624.125000 Penalty: 4419.516602
	Iteration 33Q: 3 clusters Score -1429624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1429623.125000 Penalty: 4419.516602
	Iteration 34Q: 3 clusters Score -1429623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1429624.500000 Penalty: 4419.516602
	Iteration 35Q: 3 clusters Score -1429624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1429626.000000 Penalty: 4419.516602
	Iteration 36Q: 3 clusters Score -1429626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1429627.750000 Penalty: 4419.516602
	Iteration 37Q: 3 clusters Score -1429628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1429628.375000 Penalty: 4419.516602
	Iteration 38Q: 3 clusters Score -1429628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1429628.500000 Penalty: 4419.516602
	Iteration 39Q: 3 clusters Score -1429628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1429627.750000 Penalty: 4419.516602
	Iteration 40F: 3 clusters Score -1429628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1429633.375000 Penalty: 4419.516602
	Iteration 41Q: 3 clusters Score -1429633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1429635.625000 Penalty: 4419.516602
	Iteration 42Q: 3 clusters Score -1429636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1429639.125000 Penalty: 4419.516602
	Iteration 43Q: 3 clusters Score -1429639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1429639.500000 Penalty: 4419.516602
	Iteration 44Q: 3 clusters Score -1429640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1429640.250000 Penalty: 4419.516602
	Iteration 45Q: 3 clusters Score -1429640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1429643.875000 Penalty: 4419.516602
	Iteration 46Q: 3 clusters Score -1429644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1429646.875000 Penalty: 4419.516602
	Iteration 47Q: 3 clusters Score -1429647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1429646.500000 Penalty: 4419.516602
	Iteration 48Q: 3 clusters Score -1429646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1429649.625000 Penalty: 4419.516602
	Iteration 49Q: 3 clusters Score -1429650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1429651.250000 Penalty: 4419.516602
	Iteration 50Q: 3 clusters Score -1429651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1429652.375000 Penalty: 4419.516602
	Iteration 51Q: 3 clusters Score -1429652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1429651.750000 Penalty: 4419.516602
	Iteration 52Q: 3 clusters Score -1429652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1429654.625000 Penalty: 4419.516602
	Iteration 53Q: 3 clusters Score -1429655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1429657.000000 Penalty: 4419.516602
	Iteration 54Q: 3 clusters Score -1429657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1429658.125000 Penalty: 4419.516602
	Iteration 55Q: 3 clusters Score -1429658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1429664.250000 Penalty: 4419.516602
	Iteration 56Q: 3 clusters Score -1429664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1429669.000000 Penalty: 4419.516602
	Iteration 57Q: 3 clusters Score -1429669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1429670.625000 Penalty: 4419.516602
	Iteration 58Q: 3 clusters Score -1429671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1429674.000000 Penalty: 4419.516602
	Iteration 59Q: 3 clusters Score -1429674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1429674.000000 Penalty: 4419.516602
	Iteration 60F: 3 clusters Score -1429674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1429673.000000 Penalty: 4419.516602
	Iteration 61Q: 3 clusters Score -1429673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1429677.625000 Penalty: 4419.516602
	Iteration 62Q: 3 clusters Score -1429678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1429678.000000 Penalty: 4419.516602
	Iteration 63Q: 3 clusters Score -1429678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1429680.250000 Penalty: 4419.516602
	Iteration 64Q: 3 clusters Score -1429680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1429682.500000 Penalty: 4419.516602
	Iteration 65Q: 3 clusters Score -1429682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1429684.875000 Penalty: 4419.516602
	Iteration 66Q: 3 clusters Score -1429685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1429685.750000 Penalty: 4419.516602
	Iteration 67Q: 3 clusters Score -1429686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1429690.000000 Penalty: 4419.516602
	Iteration 68Q: 3 clusters Score -1429690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1429689.875000 Penalty: 4419.516602
	Iteration 69Q: 3 clusters Score -1429690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1429688.625000 Penalty: 4419.516602
	Iteration 70Q: 3 clusters Score -1429689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1429689.500000 Penalty: 4419.516602
	Iteration 71Q: 3 clusters Score -1429690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1429691.375000 Penalty: 4419.516602
	Iteration 72Q: 3 clusters Score -1429691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1429690.000000 Penalty: 4419.516602
	Iteration 73Q: 3 clusters Score -1429690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1429692.250000 Penalty: 4419.516602
	Iteration 74Q: 3 clusters Score -1429692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1429690.750000 Penalty: 4419.516602
	Iteration 75Q: 3 clusters Score -1429691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1429694.250000 Penalty: 4419.516602
	Iteration 76Q: 3 clusters Score -1429694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1429695.500000 Penalty: 4419.516602
	Iteration 77Q: 3 clusters Score -1429696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1429695.500000 Penalty: 4419.516602
	Iteration 78Q: 3 clusters Score -1429696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1429695.500000 Penalty: 4419.516602
	Iteration 79Q: 3 clusters Score -1429696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1429694.500000 Penalty: 4419.516602
	Iteration 80F: 3 clusters Score -1429694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (61499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Entering Unmasked Estep 
Score: -11479293.000000 Penalty: 2734.640625
	Iteration 0F: 2 clusters Score -1.147929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -11439643.000000 Penalty: 5469.281250
	Iteration 0F: 3 clusters Score -1.143964e+07 nChanged 28621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -11455118.000000 Penalty: 5469.281250
	Iteration 1F: 3 clusters Score -1.145512e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -11455588.000000 Penalty: 5469.281250
	Iteration 2Q: 3 clusters Score -1.145559e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -11455928.000000 Penalty: 5469.281250
	Iteration 3Q: 3 clusters Score -1.145593e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -11456365.000000 Penalty: 5469.281250
	Iteration 4Q: 3 clusters Score -1.145636e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -11456736.000000 Penalty: 5469.281250
	Iteration 5Q: 3 clusters Score -1.145674e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -11457201.000000 Penalty: 5469.281250
	Iteration 6Q: 3 clusters Score -1.14572e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -11457800.000000 Penalty: 5469.281250
	Iteration 7Q: 3 clusters Score -1.14578e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -11458483.000000 Penalty: 5469.281250
	Iteration 8Q: 3 clusters Score -1.145848e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -11459500.000000 Penalty: 5469.281250
	Iteration 9Q: 3 clusters Score -1.14595e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -11461010.000000 Penalty: 5469.281250
	Iteration 10F: 3 clusters Score -1.146101e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -11463382.000000 Penalty: 5469.281250
	Iteration 11F: 3 clusters Score -1.146338e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -11466678.000000 Penalty: 5469.281250
	Iteration 12F: 3 clusters Score -1.146668e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -11470204.000000 Penalty: 5469.281250
	Iteration 13F: 3 clusters Score -1.14702e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -11473241.000000 Penalty: 5469.281250
	Iteration 14F: 3 clusters Score -1.147324e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -11475025.000000 Penalty: 5469.281250
	Iteration 15Q: 3 clusters Score -1.147502e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -11476029.000000 Penalty: 5469.281250
	Iteration 16Q: 3 clusters Score -1.147603e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -11476447.000000 Penalty: 5469.281250
	Iteration 17Q: 3 clusters Score -1.147645e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -11476610.000000 Penalty: 5469.281250
	Iteration 18Q: 3 clusters Score -1.147661e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -11476698.000000 Penalty: 5469.281250
	Iteration 19Q: 3 clusters Score -1.14767e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -11476763.000000 Penalty: 5469.281250
	Iteration 20F: 3 clusters Score -1.147676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -11476791.000000 Penalty: 5469.281250
	Iteration 21Q: 3 clusters Score -1.147679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -11476828.000000 Penalty: 5469.281250
	Iteration 22Q: 3 clusters Score -1.147683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -11476853.000000 Penalty: 5469.281250
	Iteration 23Q: 3 clusters Score -1.147685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -11476861.000000 Penalty: 5469.281250
	Iteration 24Q: 3 clusters Score -1.147686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -11476882.000000 Penalty: 5469.281250
	Iteration 25Q: 3 clusters Score -1.147688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -11476895.000000 Penalty: 5469.281250
	Iteration 26Q: 3 clusters Score -1.14769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -11476914.000000 Penalty: 5469.281250
	Iteration 27Q: 3 clusters Score -1.147691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -11476924.000000 Penalty: 5469.281250
	Iteration 28Q: 3 clusters Score -1.147692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -11476922.000000 Penalty: 5469.281250
	Iteration 29Q: 3 clusters Score -1.147692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -11476928.000000 Penalty: 5469.281250
	Iteration 30Q: 3 clusters Score -1.147693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -11476939.000000 Penalty: 5469.281250
	Iteration 31Q: 3 clusters Score -1.147694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -11476943.000000 Penalty: 5469.281250
	Iteration 32Q: 3 clusters Score -1.147694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -11476945.000000 Penalty: 5469.281250
	Iteration 33Q: 3 clusters Score -1.147694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -11476948.000000 Penalty: 5469.281250
	Iteration 34Q: 3 clusters Score -1.147695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -11476955.000000 Penalty: 5469.281250
	Iteration 35Q: 3 clusters Score -1.147696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -11476955.000000 Penalty: 5469.281250
	Iteration 36F: 3 clusters Score -1.147696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26759.771484 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26759.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26974.431641 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26974.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27062.324219 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -27062.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -27104.089844 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -27104.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27121.908203 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27121.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -27155.865234 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27155.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -27163.050781 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27163.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -27163.050781 Penalty: 2832.371582
	Iteration 7F: 3 clusters Score -27163.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Entering Unmasked Estep 
Score: -3120040.250000 Penalty: 2393.458984
	Iteration 0F: 2 clusters Score -3120040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3109233.750000 Penalty: 4786.917969
	Iteration 0F: 3 clusters Score -3109234 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3112875.250000 Penalty: 4786.917969
	Iteration 1F: 3 clusters Score -3112875 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3113200.750000 Penalty: 4786.917969
	Iteration 2F: 3 clusters Score -3113201 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3113425.500000 Penalty: 4786.917969
	Iteration 3Q: 3 clusters Score -3113426 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3113609.000000 Penalty: 4786.917969
	Iteration 4Q: 3 clusters Score -3113609 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3113769.250000 Penalty: 4786.917969
	Iteration 5Q: 3 clusters Score -3113769 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3113939.000000 Penalty: 4786.917969
	Iteration 6Q: 3 clusters Score -3113939 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3114149.000000 Penalty: 4786.917969
	Iteration 7Q: 3 clusters Score -3114149 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3114416.750000 Penalty: 4786.917969
	Iteration 8Q: 3 clusters Score -3114417 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3114728.750000 Penalty: 4786.917969
	Iteration 9Q: 3 clusters Score -3114729 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3115102.750000 Penalty: 4786.917969
	Iteration 10Q: 3 clusters Score -3115103 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3115547.250000 Penalty: 4786.917969
	Iteration 11Q: 3 clusters Score -3115547 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3116093.750000 Penalty: 4786.917969
	Iteration 12Q: 3 clusters Score -3116094 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3116626.750000 Penalty: 4786.917969
	Iteration 13Q: 3 clusters Score -3116627 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3117051.250000 Penalty: 4786.917969
	Iteration 14Q: 3 clusters Score -3117051 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3117365.500000 Penalty: 4786.917969
	Iteration 15Q: 3 clusters Score -3117366 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3117580.750000 Penalty: 4786.917969
	Iteration 16Q: 3 clusters Score -3117581 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3117717.500000 Penalty: 4786.917969
	Iteration 17Q: 3 clusters Score -3117718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3117788.250000 Penalty: 4786.917969
	Iteration 18Q: 3 clusters Score -3117788 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3117851.500000 Penalty: 4786.917969
	Iteration 19Q: 3 clusters Score -3117852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3117907.500000 Penalty: 4786.917969
	Iteration 20F: 3 clusters Score -3117908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3117935.250000 Penalty: 4786.917969
	Iteration 21Q: 3 clusters Score -3117935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3117960.250000 Penalty: 4786.917969
	Iteration 22Q: 3 clusters Score -3117960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3117972.000000 Penalty: 4786.917969
	Iteration 23Q: 3 clusters Score -3117972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3117977.000000 Penalty: 4786.917969
	Iteration 24Q: 3 clusters Score -3117977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3117982.250000 Penalty: 4786.917969
	Iteration 25Q: 3 clusters Score -3117982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3117990.500000 Penalty: 4786.917969
	Iteration 26Q: 3 clusters Score -3117990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3117992.750000 Penalty: 4786.917969
	Iteration 27Q: 3 clusters Score -3117993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3118002.000000 Penalty: 4786.917969
	Iteration 28Q: 3 clusters Score -3118002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3118014.250000 Penalty: 4786.917969
	Iteration 29Q: 3 clusters Score -3118014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3118017.000000 Penalty: 4786.917969
	Iteration 30Q: 3 clusters Score -3118017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3118019.250000 Penalty: 4786.917969
	Iteration 31Q: 3 clusters Score -3118019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3118031.750000 Penalty: 4786.917969
	Iteration 32Q: 3 clusters Score -3118032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3118033.250000 Penalty: 4786.917969
	Iteration 33Q: 3 clusters Score -3118033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3118037.000000 Penalty: 4786.917969
	Iteration 34Q: 3 clusters Score -3118037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3118047.000000 Penalty: 4786.917969
	Iteration 35Q: 3 clusters Score -3118047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3118050.750000 Penalty: 4786.917969
	Iteration 36Q: 3 clusters Score -3118051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3118052.000000 Penalty: 4786.917969
	Iteration 37Q: 3 clusters Score -3118052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3118053.250000 Penalty: 4786.917969
	Iteration 38Q: 3 clusters Score -3118053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3118053.250000 Penalty: 4786.917969
	Iteration 39F: 3 clusters Score -3118053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -498686.437500 Penalty: 1954.345703
	Iteration 0F: 2 clusters Score -498686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -495604.312500 Penalty: 3908.691406
	Iteration 0F: 3 clusters Score -495604.3 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -496208.656250 Penalty: 3908.691406
	Iteration 1F: 3 clusters Score -496208.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -496373.156250 Penalty: 3908.691406
	Iteration 2F: 3 clusters Score -496373.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -496468.125000 Penalty: 3908.691406
	Iteration 3Q: 3 clusters Score -496468.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -496537.125000 Penalty: 3908.691406
	Iteration 4Q: 3 clusters Score -496537.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -496576.093750 Penalty: 3908.691406
	Iteration 5Q: 3 clusters Score -496576.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -496599.062500 Penalty: 3908.691406
	Iteration 6Q: 3 clusters Score -496599.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -496621.468750 Penalty: 3908.691406
	Iteration 7Q: 3 clusters Score -496621.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -496636.656250 Penalty: 3908.691406
	Iteration 8Q: 3 clusters Score -496636.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -496652.750000 Penalty: 3908.691406
	Iteration 9Q: 3 clusters Score -496652.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -496667.875000 Penalty: 3908.691406
	Iteration 10Q: 3 clusters Score -496667.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -496672.906250 Penalty: 3908.691406
	Iteration 11Q: 3 clusters Score -496672.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -496677.500000 Penalty: 3908.691406
	Iteration 12Q: 3 clusters Score -496677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -496680.812500 Penalty: 3908.691406
	Iteration 13Q: 3 clusters Score -496680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -496683.875000 Penalty: 3908.691406
	Iteration 14Q: 3 clusters Score -496683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -496689.437500 Penalty: 3908.691406
	Iteration 15Q: 3 clusters Score -496689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -496694.843750 Penalty: 3908.691406
	Iteration 16Q: 3 clusters Score -496694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -496697.687500 Penalty: 3908.691406
	Iteration 17Q: 3 clusters Score -496697.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -496701.031250 Penalty: 3908.691406
	Iteration 18Q: 3 clusters Score -496701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -496702.156250 Penalty: 3908.691406
	Iteration 19Q: 3 clusters Score -496702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -496703.843750 Penalty: 3908.691406
	Iteration 20F: 3 clusters Score -496703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -496705.500000 Penalty: 3908.691406
	Iteration 21Q: 3 clusters Score -496705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -496707.312500 Penalty: 3908.691406
	Iteration 22Q: 3 clusters Score -496707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -496709.406250 Penalty: 3908.691406
	Iteration 23Q: 3 clusters Score -496709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -496711.656250 Penalty: 3908.691406
	Iteration 24Q: 3 clusters Score -496711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -496712.656250 Penalty: 3908.691406
	Iteration 25Q: 3 clusters Score -496712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -496712.656250 Penalty: 3908.691406
	Iteration 26F: 3 clusters Score -496712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (42362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Entering Unmasked Estep 
Score: -8300812.000000 Penalty: 2642.193848
	Iteration 0F: 2 clusters Score -8300812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -8272393.500000 Penalty: 5284.387695
	Iteration 0F: 3 clusters Score -8272394 nChanged 19396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -8283197.500000 Penalty: 5284.387695
	Iteration 1F: 3 clusters Score -8283198 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -8283799.000000 Penalty: 5284.387695
	Iteration 2Q: 3 clusters Score -8283799 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -8284321.500000 Penalty: 5284.387695
	Iteration 3Q: 3 clusters Score -8284322 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -8284910.000000 Penalty: 5284.387695
	Iteration 4Q: 3 clusters Score -8284910 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -8285566.000000 Penalty: 5284.387695
	Iteration 5Q: 3 clusters Score -8285566 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8286311 nChanged 1867
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8287117 nChanged 1970
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8287979 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8288676 nChanged 1720
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8289250 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -8289671.000000 Penalty: 5284.387695
	Iteration 11Q: 3 clusters Score -8289671 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -8290059.000000 Penalty: 5284.387695
	Iteration 12Q: 3 clusters Score -8290059 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -8290323.500000 Penalty: 5284.387695
	Iteration 13Q: 3 clusters Score -8290324 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -8290620.000000 Penalty: 5284.387695
	Iteration 14Q: 3 clusters Score -8290620 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -8290875.500000 Penalty: 5284.387695
	Iteration 15Q: 3 clusters Score -8290876 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -8291062.000000 Penalty: 5284.387695
	Iteration 16Q: 3 clusters Score -8291062 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8291260.500000 Penalty: 5284.387695
	Iteration 17Q: 3 clusters Score -8291260 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -8291465.000000 Penalty: 5284.387695
	Iteration 18Q: 3 clusters Score -8291465 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -8291746.500000 Penalty: 5284.387695
	Iteration 19Q: 3 clusters Score -8291746 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -8292097.500000 Penalty: 5284.387695
	Iteration 20F: 3 clusters Score -8292098 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -8292630.500000 Penalty: 5284.387695
	Iteration 21Q: 3 clusters Score -8292630 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -8293264.500000 Penalty: 5284.387695
	Iteration 22Q: 3 clusters Score -8293264 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -8294134.500000 Penalty: 5284.387695
	Iteration 23Q: 3 clusters Score -8294134 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -8295388.500000 Penalty: 5284.387695
	Iteration 24Q: 3 clusters Score -8295388 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -8296860.000000 Penalty: 5284.387695
	Iteration 25Q: 3 clusters Score -8296860 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -8297585.000000 Penalty: 5284.387695
	Iteration 26Q: 3 clusters Score -8297585 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -8297975.500000 Penalty: 5284.387695
	Iteration 27Q: 3 clusters Score -8297976 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -8298265.500000 Penalty: 5284.387695
	Iteration 28Q: 3 clusters Score -8298266 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -8298490.000000 Penalty: 5284.387695
	Iteration 29Q: 3 clusters Score -8298490 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8298698.000000 Penalty: 5284.387695
	Iteration 30Q: 3 clusters Score -8298698 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -8298816.500000 Penalty: 5284.387695
	Iteration 31Q: 3 clusters Score -8298816 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -8298950.500000 Penalty: 5284.387695
	Iteration 32Q: 3 clusters Score -8298950 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -8299043.500000 Penalty: 5284.387695
	Iteration 33Q: 3 clusters Score -8299044 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -8299100.500000 Penalty: 5284.387695
	Iteration 34Q: 3 clusters Score -8299100 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8299162.500000 Penalty: 5284.387695
	Iteration 35Q: 3 clusters Score -8299162 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -8299191.500000 Penalty: 5284.387695
	Iteration 36Q: 3 clusters Score -8299192 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -8299221.000000 Penalty: 5284.387695
	Iteration 37Q: 3 clusters Score -8299221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -8299255.000000 Penalty: 5284.387695
	Iteration 38Q: 3 clusters Score -8299255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -8299304.000000 Penalty: 5284.387695
	Iteration 39Q: 3 clusters Score -8299304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8299329.000000 Penalty: 5284.387695
	Iteration 40F: 3 clusters Score -8299329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -8299349.500000 Penalty: 5284.387695
	Iteration 41Q: 3 clusters Score -8299350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -8299364.000000 Penalty: 5284.387695
	Iteration 42Q: 3 clusters Score -8299364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8299372.500000 Penalty: 5284.387695
	Iteration 43Q: 3 clusters Score -8299372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -8299383.000000 Penalty: 5284.387695
	Iteration 44Q: 3 clusters Score -8299383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -8299386.500000 Penalty: 5284.387695
	Iteration 45Q: 3 clusters Score -8299386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -8299390.500000 Penalty: 5284.387695
	Iteration 46Q: 3 clusters Score -8299390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -8299387.000000 Penalty: 5284.387695
	Iteration 47Q: 3 clusters Score -8299387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -8299388.500000 Penalty: 5284.387695
	Iteration 48Q: 3 clusters Score -8299388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8299399.500000 Penalty: 5284.387695
	Iteration 49Q: 3 clusters Score -8299400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -8299405.500000 Penalty: 5284.387695
	Iteration 50Q: 3 clusters Score -8299406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -8299404.000000 Penalty: 5284.387695
	Iteration 51Q: 3 clusters Score -8299404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -8299405.500000 Penalty: 5284.387695
	Iteration 52Q: 3 clusters Score -8299406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -8299405.000000 Penalty: 5284.387695
	Iteration 53Q: 3 clusters Score -8299405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8299405.000000 Penalty: 5284.387695
	Iteration 54Q: 3 clusters Score -8299405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -8299403.000000 Penalty: 5284.387695
	Iteration 55Q: 3 clusters Score -8299403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -8299398.500000 Penalty: 5284.387695
	Iteration 56Q: 3 clusters Score -8299398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8299404.000000 Penalty: 5284.387695
	Iteration 57Q: 3 clusters Score -8299404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -8299404.000000 Penalty: 5284.387695
	Iteration 58Q: 3 clusters Score -8299404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -8299401.500000 Penalty: 5284.387695
	Iteration 59Q: 3 clusters Score -8299402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -8299402.000000 Penalty: 5284.387695
	Iteration 60F: 3 clusters Score -8299402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -8299393.000000 Penalty: 5284.387695
	Iteration 61Q: 3 clusters Score -8299393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -8299400.000000 Penalty: 5284.387695
	Iteration 62Q: 3 clusters Score -8299400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8299399.500000 Penalty: 5284.387695
	Iteration 63Q: 3 clusters Score -8299400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -8299409.000000 Penalty: 5284.387695
	Iteration 64Q: 3 clusters Score -8299409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -8299420.500000 Penalty: 5284.387695
	Iteration 65Q: 3 clusters Score -8299420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -8299416.500000 Penalty: 5284.387695
	Iteration 66Q: 3 clusters Score -8299416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -8299420.500000 Penalty: 5284.387695
	Iteration 67Q: 3 clusters Score -8299420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -8299424.000000 Penalty: 5284.387695
	Iteration 68Q: 3 clusters Score -8299424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -8299423.500000 Penalty: 5284.387695
	Iteration 69Q: 3 clusters Score -8299424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -8299422.000000 Penalty: 5284.387695
	Iteration 70Q: 3 clusters Score -8299422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -8299423.500000 Penalty: 5284.387695
	Iteration 71Q: 3 clusters Score -8299424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -8299427.500000 Penalty: 5284.387695
	Iteration 72Q: 3 clusters Score -8299428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -8299429.000000 Penalty: 5284.387695
	Iteration 73Q: 3 clusters Score -8299429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8299434.000000 Penalty: 5284.387695
	Iteration 74Q: 3 clusters Score -8299434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -8299441.500000 Penalty: 5284.387695
	Iteration 75Q: 3 clusters Score -8299442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -8299448.500000 Penalty: 5284.387695
	Iteration 76Q: 3 clusters Score -8299448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -8299446.000000 Penalty: 5284.387695
	Iteration 77Q: 3 clusters Score -8299446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -8299451.000000 Penalty: 5284.387695
	Iteration 78Q: 3 clusters Score -8299451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -8299454.000000 Penalty: 5284.387695
	Iteration 79Q: 3 clusters Score -8299454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8299438.000000 Penalty: 5284.387695
	Iteration 80F: 3 clusters Score -8299438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -8299440.000000 Penalty: 5284.387695
	Iteration 81Q: 3 clusters Score -8299440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -8299441.000000 Penalty: 5284.387695
	Iteration 82Q: 3 clusters Score -8299441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -8299436.000000 Penalty: 5284.387695
	Iteration 83Q: 3 clusters Score -8299436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -8299439.500000 Penalty: 5284.387695
	Iteration 84Q: 3 clusters Score -8299440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -8299444.500000 Penalty: 5284.387695
	Iteration 85Q: 3 clusters Score -8299444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -8299447.500000 Penalty: 5284.387695
	Iteration 86Q: 3 clusters Score -8299448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -8299447.500000 Penalty: 5284.387695
	Iteration 87F: 3 clusters Score -8299448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97667.773438 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97667.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97858.039062 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97858.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97918.257812 Penalty: 3152.629395
	Iteration 2Q: 3 clusters Score -97918.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97953.476562 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -97953.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97960.601562 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -97960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97968.046875 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -97968.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -97975.859375 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -97975.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97987.031250 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -97987.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -97993.773438 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -97993.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97994.265625 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -97994.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97994.265625 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -97994.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -432725.312500 Penalty: 1935.555542
	Iteration 0F: 2 clusters Score -432725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -429788.437500 Penalty: 3871.111084
	Iteration 0F: 3 clusters Score -429788.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -430352.468750 Penalty: 3871.111084
	Iteration 1F: 3 clusters Score -430352.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -430567.937500 Penalty: 3871.111084
	Iteration 2F: 3 clusters Score -430567.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -430744.531250 Penalty: 3871.111084
	Iteration 3F: 3 clusters Score -430744.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -430918.218750 Penalty: 3871.111084
	Iteration 4F: 3 clusters Score -430918.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -431062.468750 Penalty: 3871.111084
	Iteration 5F: 3 clusters Score -431062.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -431179.687500 Penalty: 3871.111084
	Iteration 6Q: 3 clusters Score -431179.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -431245.562500 Penalty: 3871.111084
	Iteration 7Q: 3 clusters Score -431245.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -431308.375000 Penalty: 3871.111084
	Iteration 8Q: 3 clusters Score -431308.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -431356.156250 Penalty: 3871.111084
	Iteration 9Q: 3 clusters Score -431356.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -431398.062500 Penalty: 3871.111084
	Iteration 10Q: 3 clusters Score -431398.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -431431.468750 Penalty: 3871.111084
	Iteration 11Q: 3 clusters Score -431431.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -431456.593750 Penalty: 3871.111084
	Iteration 12Q: 3 clusters Score -431456.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -431478.875000 Penalty: 3871.111084
	Iteration 13Q: 3 clusters Score -431478.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -431496.812500 Penalty: 3871.111084
	Iteration 14Q: 3 clusters Score -431496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -431506.531250 Penalty: 3871.111084
	Iteration 15Q: 3 clusters Score -431506.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -431512.187500 Penalty: 3871.111084
	Iteration 16Q: 3 clusters Score -431512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -431519.781250 Penalty: 3871.111084
	Iteration 17Q: 3 clusters Score -431519.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -431529.281250 Penalty: 3871.111084
	Iteration 18Q: 3 clusters Score -431529.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -431542.750000 Penalty: 3871.111084
	Iteration 19Q: 3 clusters Score -431542.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -431549.843750 Penalty: 3871.111084
	Iteration 20F: 3 clusters Score -431549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -431556.593750 Penalty: 3871.111084
	Iteration 21Q: 3 clusters Score -431556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -431563.812500 Penalty: 3871.111084
	Iteration 22Q: 3 clusters Score -431563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -431566.437500 Penalty: 3871.111084
	Iteration 23Q: 3 clusters Score -431566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -431568.312500 Penalty: 3871.111084
	Iteration 24Q: 3 clusters Score -431568.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -431568.843750 Penalty: 3871.111084
	Iteration 25Q: 3 clusters Score -431568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -431569.500000 Penalty: 3871.111084
	Iteration 26Q: 3 clusters Score -431569.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -431570.656250 Penalty: 3871.111084
	Iteration 27Q: 3 clusters Score -431570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -431571.031250 Penalty: 3871.111084
	Iteration 28Q: 3 clusters Score -431571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -431571.437500 Penalty: 3871.111084
	Iteration 29Q: 3 clusters Score -431571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -431572.218750 Penalty: 3871.111084
	Iteration 30Q: 3 clusters Score -431572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -431573.406250 Penalty: 3871.111084
	Iteration 31Q: 3 clusters Score -431573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -431574.906250 Penalty: 3871.111084
	Iteration 32Q: 3 clusters Score -431574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -431577.062500 Penalty: 3871.111084
	Iteration 33Q: 3 clusters Score -431577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -431579.062500 Penalty: 3871.111084
	Iteration 34Q: 3 clusters Score -431579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -431581.312500 Penalty: 3871.111084
	Iteration 35Q: 3 clusters Score -431581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -431584.562500 Penalty: 3871.111084
	Iteration 36Q: 3 clusters Score -431584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -431587.687500 Penalty: 3871.111084
	Iteration 37Q: 3 clusters Score -431587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -431588.156250 Penalty: 3871.111084
	Iteration 38Q: 3 clusters Score -431588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -431589.031250 Penalty: 3871.111084
	Iteration 39Q: 3 clusters Score -431589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -431588.625000 Penalty: 3871.111084
	Iteration 40F: 3 clusters Score -431588.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (21612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Entering Unmasked Estep 
Score: -4556155.500000 Penalty: 2475.288818
	Iteration 0F: 2 clusters Score -4556156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4543958.500000 Penalty: 4950.577637
	Iteration 0F: 3 clusters Score -4543958 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4549058.000000 Penalty: 4950.577637
	Iteration 1F: 3 clusters Score -4549058 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4549429.000000 Penalty: 4950.577637
	Iteration 2F: 3 clusters Score -4549429 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -4549686.500000 Penalty: 4950.577637
	Iteration 3Q: 3 clusters Score -4549686 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4549897.500000 Penalty: 4950.577637
	Iteration 4Q: 3 clusters Score -4549898 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4550130.500000 Penalty: 4950.577637
	Iteration 5Q: 3 clusters Score -4550130 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -4550348.000000 Penalty: 4950.577637
	Iteration 6Q: 3 clusters Score -4550348 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4550558.000000 Penalty: 4950.577637
	Iteration 7Q: 3 clusters Score -4550558 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4550708.000000 Penalty: 4950.577637
	Iteration 8Q: 3 clusters Score -4550708 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4550963.000000 Penalty: 4950.577637
	Iteration 9Q: 3 clusters Score -4550963 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -4551267.000000 Penalty: 4950.577637
	Iteration 10Q: 3 clusters Score -4551267 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4551641.500000 Penalty: 4950.577637
	Iteration 11Q: 3 clusters Score -4551642 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -4552147.500000 Penalty: 4950.577637
	Iteration 12Q: 3 clusters Score -4552148 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4552740.000000 Penalty: 4950.577637
	Iteration 13Q: 3 clusters Score -4552740 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -4553439.000000 Penalty: 4950.577637
	Iteration 14Q: 3 clusters Score -4553439 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4553893.000000 Penalty: 4950.577637
	Iteration 15Q: 3 clusters Score -4553893 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -4554265.500000 Penalty: 4950.577637
	Iteration 16Q: 3 clusters Score -4554266 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4554537.000000 Penalty: 4950.577637
	Iteration 17Q: 3 clusters Score -4554537 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -4554887.500000 Penalty: 4950.577637
	Iteration 18Q: 3 clusters Score -4554888 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -4555316.000000 Penalty: 4950.577637
	Iteration 19Q: 3 clusters Score -4555316 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -4555549.500000 Penalty: 4950.577637
	Iteration 20F: 3 clusters Score -4555550 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4555728.500000 Penalty: 4950.577637
	Iteration 21Q: 3 clusters Score -4555728 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4555911.000000 Penalty: 4950.577637
	Iteration 22Q: 3 clusters Score -4555911 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -4555989.500000 Penalty: 4950.577637
	Iteration 23Q: 3 clusters Score -4555990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4556042.500000 Penalty: 4950.577637
	Iteration 24Q: 3 clusters Score -4556042 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4556070.000000 Penalty: 4950.577637
	Iteration 25Q: 3 clusters Score -4556070 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -4556102.000000 Penalty: 4950.577637
	Iteration 26Q: 3 clusters Score -4556102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -4556105.500000 Penalty: 4950.577637
	Iteration 27Q: 3 clusters Score -4556106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4556116.500000 Penalty: 4950.577637
	Iteration 28Q: 3 clusters Score -4556116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4556114.500000 Penalty: 4950.577637
	Iteration 29Q: 3 clusters Score -4556114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -4556114.500000 Penalty: 4950.577637
	Iteration 30Q: 3 clusters Score -4556114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4556129.000000 Penalty: 4950.577637
	Iteration 31Q: 3 clusters Score -4556129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4556126.000000 Penalty: 4950.577637
	Iteration 32Q: 3 clusters Score -4556126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4556135.000000 Penalty: 4950.577637
	Iteration 33Q: 3 clusters Score -4556135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4556142.500000 Penalty: 4950.577637
	Iteration 34Q: 3 clusters Score -4556142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4556137.000000 Penalty: 4950.577637
	Iteration 35Q: 3 clusters Score -4556137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4556147.500000 Penalty: 4950.577637
	Iteration 36Q: 3 clusters Score -4556148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4556149.500000 Penalty: 4950.577637
	Iteration 37Q: 3 clusters Score -4556150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4556156.000000 Penalty: 4950.577637
	Iteration 38Q: 3 clusters Score -4556156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -4556151.500000 Penalty: 4950.577637
	Iteration 39Q: 3 clusters Score -4556152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4556146.000000 Penalty: 4950.577637
	Iteration 40F: 3 clusters Score -4556146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4556141.000000 Penalty: 4950.577637
	Iteration 41Q: 3 clusters Score -4556141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -4556147.500000 Penalty: 4950.577637
	Iteration 42Q: 3 clusters Score -4556148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4556141.000000 Penalty: 4950.577637
	Iteration 43Q: 3 clusters Score -4556141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -4556145.000000 Penalty: 4950.577637
	Iteration 44Q: 3 clusters Score -4556145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4556141.000000 Penalty: 4950.577637
	Iteration 45Q: 3 clusters Score -4556141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4556144.000000 Penalty: 4950.577637
	Iteration 46Q: 3 clusters Score -4556144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4556147.000000 Penalty: 4950.577637
	Iteration 47Q: 3 clusters Score -4556147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4556148.000000 Penalty: 4950.577637
	Iteration 48Q: 3 clusters Score -4556148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -4556140.000000 Penalty: 4950.577637
	Iteration 49Q: 3 clusters Score -4556140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -4556139.000000 Penalty: 4950.577637
	Iteration 50Q: 3 clusters Score -4556139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -4556140.000000 Penalty: 4950.577637
	Iteration 51Q: 3 clusters Score -4556140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -4556138.500000 Penalty: 4950.577637
	Iteration 52Q: 3 clusters Score -4556138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -4556138.500000 Penalty: 4950.577637
	Iteration 53F: 3 clusters Score -4556138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -1313184.750000 Penalty: 2192.571533
	Iteration 0F: 2 clusters Score -1313185 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 3455 members 
Entering Unmasked Estep 
Score: -1307494.125000 Penalty: 4385.143066
	Iteration 0F: 3 clusters Score -1307494 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1308982.250000 Penalty: 4385.143066
	Iteration 1F: 3 clusters Score -1308982 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1309225.250000 Penalty: 4385.143066
	Iteration 2F: 3 clusters Score -1309225 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1309372.250000 Penalty: 4385.143066
	Iteration 3Q: 3 clusters Score -1309372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1309461.875000 Penalty: 4385.143066
	Iteration 4Q: 3 clusters Score -1309462 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1309519.875000 Penalty: 4385.143066
	Iteration 5Q: 3 clusters Score -1309520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1309572.875000 Penalty: 4385.143066
	Iteration 6Q: 3 clusters Score -1309573 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1309615.250000 Penalty: 4385.143066
	Iteration 7Q: 3 clusters Score -1309615 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1309657.000000 Penalty: 4385.143066
	Iteration 8Q: 3 clusters Score -1309657 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1309683.250000 Penalty: 4385.143066
	Iteration 9Q: 3 clusters Score -1309683 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1309707.125000 Penalty: 4385.143066
	Iteration 10Q: 3 clusters Score -1309707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1309728.375000 Penalty: 4385.143066
	Iteration 11Q: 3 clusters Score -1309728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1309747.875000 Penalty: 4385.143066
	Iteration 12Q: 3 clusters Score -1309748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1309762.500000 Penalty: 4385.143066
	Iteration 13Q: 3 clusters Score -1309762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1309779.375000 Penalty: 4385.143066
	Iteration 14Q: 3 clusters Score -1309779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1309793.500000 Penalty: 4385.143066
	Iteration 15Q: 3 clusters Score -1309794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1309806.625000 Penalty: 4385.143066
	Iteration 16Q: 3 clusters Score -1309807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1309824.000000 Penalty: 4385.143066
	Iteration 17Q: 3 clusters Score -1309824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1309838.000000 Penalty: 4385.143066
	Iteration 18Q: 3 clusters Score -1309838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1309860.750000 Penalty: 4385.143066
	Iteration 19Q: 3 clusters Score -1309861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1309871.500000 Penalty: 4385.143066
	Iteration 20F: 3 clusters Score -1309872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1309886.000000 Penalty: 4385.143066
	Iteration 21Q: 3 clusters Score -1309886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1309900.375000 Penalty: 4385.143066
	Iteration 22Q: 3 clusters Score -1309900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1309907.625000 Penalty: 4385.143066
	Iteration 23Q: 3 clusters Score -1309908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1309919.375000 Penalty: 4385.143066
	Iteration 24Q: 3 clusters Score -1309919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1309929.500000 Penalty: 4385.143066
	Iteration 25Q: 3 clusters Score -1309930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1309942.625000 Penalty: 4385.143066
	Iteration 26Q: 3 clusters Score -1309943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1309962.375000 Penalty: 4385.143066
	Iteration 27Q: 3 clusters Score -1309962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1309980.250000 Penalty: 4385.143066
	Iteration 28Q: 3 clusters Score -1309980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1310001.750000 Penalty: 4385.143066
	Iteration 29Q: 3 clusters Score -1310002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1310027.875000 Penalty: 4385.143066
	Iteration 30Q: 3 clusters Score -1310028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1310055.750000 Penalty: 4385.143066
	Iteration 31Q: 3 clusters Score -1310056 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1310086.750000 Penalty: 4385.143066
	Iteration 32Q: 3 clusters Score -1310087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1310114.250000 Penalty: 4385.143066
	Iteration 33Q: 3 clusters Score -1310114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1310138.125000 Penalty: 4385.143066
	Iteration 34Q: 3 clusters Score -1310138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1310165.625000 Penalty: 4385.143066
	Iteration 35Q: 3 clusters Score -1310166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1310199.375000 Penalty: 4385.143066
	Iteration 36Q: 3 clusters Score -1310199 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1310244.250000 Penalty: 4385.143066
	Iteration 37Q: 3 clusters Score -1310244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1310291.750000 Penalty: 4385.143066
	Iteration 38Q: 3 clusters Score -1310292 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1310351.125000 Penalty: 4385.143066
	Iteration 39Q: 3 clusters Score -1310351 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1310415.250000 Penalty: 4385.143066
	Iteration 40F: 3 clusters Score -1310415 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1310471.375000 Penalty: 4385.143066
	Iteration 41Q: 3 clusters Score -1310471 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1310518.000000 Penalty: 4385.143066
	Iteration 42Q: 3 clusters Score -1310518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1310561.000000 Penalty: 4385.143066
	Iteration 43Q: 3 clusters Score -1310561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1310616.375000 Penalty: 4385.143066
	Iteration 44Q: 3 clusters Score -1310616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1310675.250000 Penalty: 4385.143066
	Iteration 45Q: 3 clusters Score -1310675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1310729.000000 Penalty: 4385.143066
	Iteration 46Q: 3 clusters Score -1310729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1310778.875000 Penalty: 4385.143066
	Iteration 47Q: 3 clusters Score -1310779 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1310823.125000 Penalty: 4385.143066
	Iteration 48Q: 3 clusters Score -1310823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1310871.250000 Penalty: 4385.143066
	Iteration 49Q: 3 clusters Score -1310871 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1310921.750000 Penalty: 4385.143066
	Iteration 50Q: 3 clusters Score -1310922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1310955.750000 Penalty: 4385.143066
	Iteration 51Q: 3 clusters Score -1310956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1310987.875000 Penalty: 4385.143066
	Iteration 52Q: 3 clusters Score -1310988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1311022.375000 Penalty: 4385.143066
	Iteration 53Q: 3 clusters Score -1311022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1311053.625000 Penalty: 4385.143066
	Iteration 54Q: 3 clusters Score -1311054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1311076.500000 Penalty: 4385.143066
	Iteration 55Q: 3 clusters Score -1311076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1311090.125000 Penalty: 4385.143066
	Iteration 56Q: 3 clusters Score -1311090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1311104.375000 Penalty: 4385.143066
	Iteration 57Q: 3 clusters Score -1311104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1311115.375000 Penalty: 4385.143066
	Iteration 58Q: 3 clusters Score -1311115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1311126.375000 Penalty: 4385.143066
	Iteration 59Q: 3 clusters Score -1311126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1311142.375000 Penalty: 4385.143066
	Iteration 60F: 3 clusters Score -1311142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1311154.500000 Penalty: 4385.143066
	Iteration 61Q: 3 clusters Score -1311154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1311173.000000 Penalty: 4385.143066
	Iteration 62Q: 3 clusters Score -1311173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1311185.500000 Penalty: 4385.143066
	Iteration 63Q: 3 clusters Score -1311186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1311191.875000 Penalty: 4385.143066
	Iteration 64Q: 3 clusters Score -1311192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1311198.375000 Penalty: 4385.143066
	Iteration 65Q: 3 clusters Score -1311198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1311208.250000 Penalty: 4385.143066
	Iteration 66Q: 3 clusters Score -1311208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1311216.375000 Penalty: 4385.143066
	Iteration 67Q: 3 clusters Score -1311216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1311221.500000 Penalty: 4385.143066
	Iteration 68Q: 3 clusters Score -1311222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1311230.375000 Penalty: 4385.143066
	Iteration 69Q: 3 clusters Score -1311230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1311237.250000 Penalty: 4385.143066
	Iteration 70Q: 3 clusters Score -1311237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1311236.500000 Penalty: 4385.143066
	Iteration 71Q: 3 clusters Score -1311236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1311241.875000 Penalty: 4385.143066
	Iteration 72Q: 3 clusters Score -1311242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1311248.625000 Penalty: 4385.143066
	Iteration 73Q: 3 clusters Score -1311249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1311249.125000 Penalty: 4385.143066
	Iteration 74Q: 3 clusters Score -1311249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1311249.125000 Penalty: 4385.143066
	Iteration 75F: 3 clusters Score -1311249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Entering Unmasked Estep 
Score: -587504.812500 Penalty: 1995.703003
	Iteration 0F: 2 clusters Score -587504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -584204.875000 Penalty: 3991.406006
	Iteration 0F: 3 clusters Score -584204.9 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -584877.812500 Penalty: 3991.406006
	Iteration 1F: 3 clusters Score -584877.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -585058.875000 Penalty: 3991.406006
	Iteration 2F: 3 clusters Score -585058.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -585153.687500 Penalty: 3991.406006
	Iteration 3Q: 3 clusters Score -585153.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -585219.500000 Penalty: 3991.406006
	Iteration 4Q: 3 clusters Score -585219.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -585272.750000 Penalty: 3991.406006
	Iteration 5Q: 3 clusters Score -585272.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -585310.812500 Penalty: 3991.406006
	Iteration 6Q: 3 clusters Score -585310.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -585332.625000 Penalty: 3991.406006
	Iteration 7Q: 3 clusters Score -585332.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -585351.937500 Penalty: 3991.406006
	Iteration 8Q: 3 clusters Score -585351.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -585367.125000 Penalty: 3991.406006
	Iteration 9Q: 3 clusters Score -585367.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -585381.875000 Penalty: 3991.406006
	Iteration 10Q: 3 clusters Score -585381.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -585389.937500 Penalty: 3991.406006
	Iteration 11Q: 3 clusters Score -585389.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -585398.812500 Penalty: 3991.406006
	Iteration 12Q: 3 clusters Score -585398.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -585407.250000 Penalty: 3991.406006
	Iteration 13Q: 3 clusters Score -585407.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -585420.250000 Penalty: 3991.406006
	Iteration 14Q: 3 clusters Score -585420.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -585433.687500 Penalty: 3991.406006
	Iteration 15Q: 3 clusters Score -585433.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -585448.187500 Penalty: 3991.406006
	Iteration 16Q: 3 clusters Score -585448.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -585462.125000 Penalty: 3991.406006
	Iteration 17Q: 3 clusters Score -585462.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -585476.062500 Penalty: 3991.406006
	Iteration 18Q: 3 clusters Score -585476.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -585486.437500 Penalty: 3991.406006
	Iteration 19Q: 3 clusters Score -585486.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -585498.750000 Penalty: 3991.406006
	Iteration 20F: 3 clusters Score -585498.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -585515.312500 Penalty: 3991.406006
	Iteration 21Q: 3 clusters Score -585515.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -585531.437500 Penalty: 3991.406006
	Iteration 22Q: 3 clusters Score -585531.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -585547.562500 Penalty: 3991.406006
	Iteration 23Q: 3 clusters Score -585547.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -585568.250000 Penalty: 3991.406006
	Iteration 24Q: 3 clusters Score -585568.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -585583.687500 Penalty: 3991.406006
	Iteration 25Q: 3 clusters Score -585583.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -585597.000000 Penalty: 3991.406006
	Iteration 26Q: 3 clusters Score -585597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -585609.250000 Penalty: 3991.406006
	Iteration 27Q: 3 clusters Score -585609.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -585619.875000 Penalty: 3991.406006
	Iteration 28Q: 3 clusters Score -585619.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -585633.687500 Penalty: 3991.406006
	Iteration 29Q: 3 clusters Score -585633.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -585652.500000 Penalty: 3991.406006
	Iteration 30Q: 3 clusters Score -585652.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -585668.500000 Penalty: 3991.406006
	Iteration 31Q: 3 clusters Score -585668.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -585681.000000 Penalty: 3991.406006
	Iteration 32Q: 3 clusters Score -585681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -585691.625000 Penalty: 3991.406006
	Iteration 33Q: 3 clusters Score -585691.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -585702.187500 Penalty: 3991.406006
	Iteration 34Q: 3 clusters Score -585702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -585708.625000 Penalty: 3991.406006
	Iteration 35Q: 3 clusters Score -585708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -585712.000000 Penalty: 3991.406006
	Iteration 36Q: 3 clusters Score -585712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -585715.062500 Penalty: 3991.406006
	Iteration 37Q: 3 clusters Score -585715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -585717.062500 Penalty: 3991.406006
	Iteration 38Q: 3 clusters Score -585717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -585719.250000 Penalty: 3991.406006
	Iteration 39Q: 3 clusters Score -585719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -585719.312500 Penalty: 3991.406006
	Iteration 40F: 3 clusters Score -585719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -585720.500000 Penalty: 3991.406006
	Iteration 41Q: 3 clusters Score -585720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -585721.312500 Penalty: 3991.406006
	Iteration 42Q: 3 clusters Score -585721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -585722.937500 Penalty: 3991.406006
	Iteration 43Q: 3 clusters Score -585722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -585723.625000 Penalty: 3991.406006
	Iteration 44Q: 3 clusters Score -585723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -585723.812500 Penalty: 3991.406006
	Iteration 45Q: 3 clusters Score -585723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -585724.125000 Penalty: 3991.406006
	Iteration 46Q: 3 clusters Score -585724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -585724.125000 Penalty: 3991.406006
	Iteration 47F: 3 clusters Score -585724.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Entering Unmasked Estep 
Score: -3040999.750000 Penalty: 2377.693848
	Iteration 0F: 2 clusters Score -3041000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3030674.000000 Penalty: 4755.387695
	Iteration 0F: 3 clusters Score -3030674 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3033853.000000 Penalty: 4755.387695
	Iteration 1F: 3 clusters Score -3033853 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3034207.750000 Penalty: 4755.387695
	Iteration 2F: 3 clusters Score -3034208 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3034447.750000 Penalty: 4755.387695
	Iteration 3Q: 3 clusters Score -3034448 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3034614.000000 Penalty: 4755.387695
	Iteration 4Q: 3 clusters Score -3034614 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3034775.500000 Penalty: 4755.387695
	Iteration 5Q: 3 clusters Score -3034776 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3034898.500000 Penalty: 4755.387695
	Iteration 6Q: 3 clusters Score -3034898 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -3035054.000000 Penalty: 4755.387695
	Iteration 7Q: 3 clusters Score -3035054 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3035193.750000 Penalty: 4755.387695
	Iteration 8Q: 3 clusters Score -3035194 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3035354.250000 Penalty: 4755.387695
	Iteration 9Q: 3 clusters Score -3035354 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3035522.250000 Penalty: 4755.387695
	Iteration 10Q: 3 clusters Score -3035522 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3035708.500000 Penalty: 4755.387695
	Iteration 11Q: 3 clusters Score -3035708 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3035965.000000 Penalty: 4755.387695
	Iteration 12Q: 3 clusters Score -3035965 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3036251.250000 Penalty: 4755.387695
	Iteration 13Q: 3 clusters Score -3036251 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3036564.750000 Penalty: 4755.387695
	Iteration 14Q: 3 clusters Score -3036565 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3036883.250000 Penalty: 4755.387695
	Iteration 15Q: 3 clusters Score -3036883 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3037154.250000 Penalty: 4755.387695
	Iteration 16Q: 3 clusters Score -3037154 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3037401.250000 Penalty: 4755.387695
	Iteration 17Q: 3 clusters Score -3037401 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3037592.250000 Penalty: 4755.387695
	Iteration 18Q: 3 clusters Score -3037592 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3037765.250000 Penalty: 4755.387695
	Iteration 19Q: 3 clusters Score -3037765 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3037899.250000 Penalty: 4755.387695
	Iteration 20F: 3 clusters Score -3037899 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3038003.000000 Penalty: 4755.387695
	Iteration 21Q: 3 clusters Score -3038003 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3038124.750000 Penalty: 4755.387695
	Iteration 22Q: 3 clusters Score -3038125 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3038228.000000 Penalty: 4755.387695
	Iteration 23Q: 3 clusters Score -3038228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3038314.000000 Penalty: 4755.387695
	Iteration 24Q: 3 clusters Score -3038314 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3038398.250000 Penalty: 4755.387695
	Iteration 25Q: 3 clusters Score -3038398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3038479.250000 Penalty: 4755.387695
	Iteration 26Q: 3 clusters Score -3038479 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3038538.250000 Penalty: 4755.387695
	Iteration 27Q: 3 clusters Score -3038538 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3038610.750000 Penalty: 4755.387695
	Iteration 28Q: 3 clusters Score -3038611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3038670.500000 Penalty: 4755.387695
	Iteration 29Q: 3 clusters Score -3038670 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3038729.000000 Penalty: 4755.387695
	Iteration 30Q: 3 clusters Score -3038729 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3038778.000000 Penalty: 4755.387695
	Iteration 31Q: 3 clusters Score -3038778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3038802.750000 Penalty: 4755.387695
	Iteration 32Q: 3 clusters Score -3038803 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3038837.250000 Penalty: 4755.387695
	Iteration 33Q: 3 clusters Score -3038837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3038871.250000 Penalty: 4755.387695
	Iteration 34Q: 3 clusters Score -3038871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3038888.750000 Penalty: 4755.387695
	Iteration 35Q: 3 clusters Score -3038889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3038907.000000 Penalty: 4755.387695
	Iteration 36Q: 3 clusters Score -3038907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3038915.250000 Penalty: 4755.387695
	Iteration 37Q: 3 clusters Score -3038915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3038925.500000 Penalty: 4755.387695
	Iteration 38Q: 3 clusters Score -3038926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3038936.500000 Penalty: 4755.387695
	Iteration 39Q: 3 clusters Score -3038936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3038956.000000 Penalty: 4755.387695
	Iteration 40F: 3 clusters Score -3038956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3038966.000000 Penalty: 4755.387695
	Iteration 41Q: 3 clusters Score -3038966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3038965.750000 Penalty: 4755.387695
	Iteration 42Q: 3 clusters Score -3038966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3038978.500000 Penalty: 4755.387695
	Iteration 43Q: 3 clusters Score -3038978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3038987.000000 Penalty: 4755.387695
	Iteration 44Q: 3 clusters Score -3038987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3038992.250000 Penalty: 4755.387695
	Iteration 45Q: 3 clusters Score -3038992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3039001.250000 Penalty: 4755.387695
	Iteration 46Q: 3 clusters Score -3039001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3039006.500000 Penalty: 4755.387695
	Iteration 47Q: 3 clusters Score -3039006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3039007.500000 Penalty: 4755.387695
	Iteration 48Q: 3 clusters Score -3039008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3039012.500000 Penalty: 4755.387695
	Iteration 49Q: 3 clusters Score -3039012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3039014.250000 Penalty: 4755.387695
	Iteration 50Q: 3 clusters Score -3039014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3039017.250000 Penalty: 4755.387695
	Iteration 51Q: 3 clusters Score -3039017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3039016.250000 Penalty: 4755.387695
	Iteration 52Q: 3 clusters Score -3039016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3039018.250000 Penalty: 4755.387695
	Iteration 53Q: 3 clusters Score -3039018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3039018.750000 Penalty: 4755.387695
	Iteration 54Q: 3 clusters Score -3039019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3039021.250000 Penalty: 4755.387695
	Iteration 55Q: 3 clusters Score -3039021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3039020.500000 Penalty: 4755.387695
	Iteration 56Q: 3 clusters Score -3039020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3039024.250000 Penalty: 4755.387695
	Iteration 57Q: 3 clusters Score -3039024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3039020.250000 Penalty: 4755.387695
	Iteration 58Q: 3 clusters Score -3039020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3039025.250000 Penalty: 4755.387695
	Iteration 59Q: 3 clusters Score -3039025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3039027.750000 Penalty: 4755.387695
	Iteration 60F: 3 clusters Score -3039028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (29383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Entering Unmasked Estep 
Score: -5723932.500000 Penalty: 2551.466553
	Iteration 0F: 2 clusters Score -5723932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5704586.500000 Penalty: 5102.933105
	Iteration 0F: 3 clusters Score -5704586 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5711908.500000 Penalty: 5102.933105
	Iteration 1F: 3 clusters Score -5711908 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -5712311.000000 Penalty: 5102.933105
	Iteration 2Q: 3 clusters Score -5712311 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -5712625.500000 Penalty: 5102.933105
	Iteration 3Q: 3 clusters Score -5712626 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -5712879.500000 Penalty: 5102.933105
	Iteration 4Q: 3 clusters Score -5712880 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5713097.500000 Penalty: 5102.933105
	Iteration 5Q: 3 clusters Score -5713098 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5713336.500000 Penalty: 5102.933105
	Iteration 6Q: 3 clusters Score -5713336 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5713508.000000 Penalty: 5102.933105
	Iteration 7Q: 3 clusters Score -5713508 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -5713709.000000 Penalty: 5102.933105
	Iteration 8Q: 3 clusters Score -5713709 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -5713948.500000 Penalty: 5102.933105
	Iteration 9Q: 3 clusters Score -5713948 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -5714276.000000 Penalty: 5102.933105
	Iteration 10Q: 3 clusters Score -5714276 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5714704.000000 Penalty: 5102.933105
	Iteration 11Q: 3 clusters Score -5714704 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -5715318.500000 Penalty: 5102.933105
	Iteration 12Q: 3 clusters Score -5715318 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5716142.000000 Penalty: 5102.933105
	Iteration 13Q: 3 clusters Score -5716142 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -5717075.000000 Penalty: 5102.933105
	Iteration 14Q: 3 clusters Score -5717075 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -5717963.500000 Penalty: 5102.933105
	Iteration 15Q: 3 clusters Score -5717964 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -5718736.500000 Penalty: 5102.933105
	Iteration 16Q: 3 clusters Score -5718736 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -5719351.000000 Penalty: 5102.933105
	Iteration 17Q: 3 clusters Score -5719351 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -5719833.000000 Penalty: 5102.933105
	Iteration 18Q: 3 clusters Score -5719833 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5720226.000000 Penalty: 5102.933105
	Iteration 19Q: 3 clusters Score -5720226 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -5720593.500000 Penalty: 5102.933105
	Iteration 20F: 3 clusters Score -5720594 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -5720911.000000 Penalty: 5102.933105
	Iteration 21Q: 3 clusters Score -5720911 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -5721194.500000 Penalty: 5102.933105
	Iteration 22Q: 3 clusters Score -5721194 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -5721463.000000 Penalty: 5102.933105
	Iteration 23Q: 3 clusters Score -5721463 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -5721680.500000 Penalty: 5102.933105
	Iteration 24Q: 3 clusters Score -5721680 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5721850.500000 Penalty: 5102.933105
	Iteration 25Q: 3 clusters Score -5721850 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -5721978.000000 Penalty: 5102.933105
	Iteration 26Q: 3 clusters Score -5721978 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -5722072.000000 Penalty: 5102.933105
	Iteration 27Q: 3 clusters Score -5722072 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -5722129.500000 Penalty: 5102.933105
	Iteration 28Q: 3 clusters Score -5722130 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -5722147.000000 Penalty: 5102.933105
	Iteration 29Q: 3 clusters Score -5722147 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -5722186.000000 Penalty: 5102.933105
	Iteration 30Q: 3 clusters Score -5722186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -5722185.500000 Penalty: 5102.933105
	Iteration 31Q: 3 clusters Score -5722186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -5722202.500000 Penalty: 5102.933105
	Iteration 32Q: 3 clusters Score -5722202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -5722200.500000 Penalty: 5102.933105
	Iteration 33Q: 3 clusters Score -5722200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -5722201.500000 Penalty: 5102.933105
	Iteration 34Q: 3 clusters Score -5722202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -5722203.000000 Penalty: 5102.933105
	Iteration 35Q: 3 clusters Score -5722203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -5722205.000000 Penalty: 5102.933105
	Iteration 36Q: 3 clusters Score -5722205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -5722191.500000 Penalty: 5102.933105
	Iteration 37Q: 3 clusters Score -5722192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -5722198.500000 Penalty: 5102.933105
	Iteration 38Q: 3 clusters Score -5722198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -5722196.000000 Penalty: 5102.933105
	Iteration 39Q: 3 clusters Score -5722196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -5722214.500000 Penalty: 5102.933105
	Iteration 40F: 3 clusters Score -5722214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -5722220.000000 Penalty: 5102.933105
	Iteration 41Q: 3 clusters Score -5722220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5722229.500000 Penalty: 5102.933105
	Iteration 42Q: 3 clusters Score -5722230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -5722238.000000 Penalty: 5102.933105
	Iteration 43Q: 3 clusters Score -5722238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5722238.000000 Penalty: 5102.933105
	Iteration 44Q: 3 clusters Score -5722238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -5722250.500000 Penalty: 5102.933105
	Iteration 45Q: 3 clusters Score -5722250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -5722236.500000 Penalty: 5102.933105
	Iteration 46Q: 3 clusters Score -5722236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -5722230.000000 Penalty: 5102.933105
	Iteration 47Q: 3 clusters Score -5722230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5722247.000000 Penalty: 5102.933105
	Iteration 48Q: 3 clusters Score -5722247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -5722246.000000 Penalty: 5102.933105
	Iteration 49Q: 3 clusters Score -5722246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -5722237.500000 Penalty: 5102.933105
	Iteration 50Q: 3 clusters Score -5722238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5722235.500000 Penalty: 5102.933105
	Iteration 51Q: 3 clusters Score -5722236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5722242.000000 Penalty: 5102.933105
	Iteration 52Q: 3 clusters Score -5722242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -5722249.000000 Penalty: 5102.933105
	Iteration 53Q: 3 clusters Score -5722249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -5722246.000000 Penalty: 5102.933105
	Iteration 54Q: 3 clusters Score -5722246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -5722247.500000 Penalty: 5102.933105
	Iteration 55Q: 3 clusters Score -5722248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5722257.500000 Penalty: 5102.933105
	Iteration 56Q: 3 clusters Score -5722258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -5722266.000000 Penalty: 5102.933105
	Iteration 57Q: 3 clusters Score -5722266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -5722262.500000 Penalty: 5102.933105
	Iteration 58Q: 3 clusters Score -5722262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5722256.000000 Penalty: 5102.933105
	Iteration 59Q: 3 clusters Score -5722256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -5722253.000000 Penalty: 5102.933105
	Iteration 60F: 3 clusters Score -5722253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -5722244.500000 Penalty: 5102.933105
	Iteration 61Q: 3 clusters Score -5722244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -5722252.000000 Penalty: 5102.933105
	Iteration 62Q: 3 clusters Score -5722252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -5722260.500000 Penalty: 5102.933105
	Iteration 63Q: 3 clusters Score -5722260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -5722244.000000 Penalty: 5102.933105
	Iteration 64Q: 3 clusters Score -5722244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -5722247.500000 Penalty: 5102.933105
	Iteration 65Q: 3 clusters Score -5722248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5722256.000000 Penalty: 5102.933105
	Iteration 66Q: 3 clusters Score -5722256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5722245.000000 Penalty: 5102.933105
	Iteration 67Q: 3 clusters Score -5722245 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5722249.000000 Penalty: 5102.933105
	Iteration 68Q: 3 clusters Score -5722249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -5722246.000000 Penalty: 5102.933105
	Iteration 69Q: 3 clusters Score -5722246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -5722239.500000 Penalty: 5102.933105
	Iteration 70Q: 3 clusters Score -5722240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -5722244.500000 Penalty: 5102.933105
	Iteration 71Q: 3 clusters Score -5722244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -5722235.000000 Penalty: 5102.933105
	Iteration 72Q: 3 clusters Score -5722235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -5722223.500000 Penalty: 5102.933105
	Iteration 73Q: 3 clusters Score -5722224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -5722236.500000 Penalty: 5102.933105
	Iteration 74Q: 3 clusters Score -5722236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -5722245.500000 Penalty: 5102.933105
	Iteration 75Q: 3 clusters Score -5722246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -5722250.000000 Penalty: 5102.933105
	Iteration 76Q: 3 clusters Score -5722250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -5722243.000000 Penalty: 5102.933105
	Iteration 77Q: 3 clusters Score -5722243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -5722237.500000 Penalty: 5102.933105
	Iteration 78Q: 3 clusters Score -5722238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -5722225.500000 Penalty: 5102.933105
	Iteration 79Q: 3 clusters Score -5722226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5722230.500000 Penalty: 5102.933105
	Iteration 80F: 3 clusters Score -5722230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5722221.000000 Penalty: 5102.933105
	Iteration 81Q: 3 clusters Score -5722221 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5722222 nChanged 92
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Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5722226 nChanged 103
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Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5722228 nChanged 91
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Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5722212 nChanged 89
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Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5722197 nChanged 115
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Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5722186 nChanged 187
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Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5722180 nChanged 135
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Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5722184 nChanged 120
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Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5722188 nChanged 100
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Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5722176 nChanged 155
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Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5722205 nChanged 102
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Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5722202 nChanged 96
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Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5722192 nChanged 93
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Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5722181 nChanged 97
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Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5722192 nChanged 77
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Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5722200 nChanged 90
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Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5722188 nChanged 104
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Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5722166 nChanged 124
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Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5722164 nChanged 109
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Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5722188 nChanged 61
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Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5722190 nChanged 61
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Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 14477 members 
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	Iteration 104Q: 3 clusters Score -5722198 nChanged 68
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Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5722191 nChanged 49
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5722200 nChanged 51
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5722213 nChanged 48
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Mstep: Class 1 contains 14690 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5722202 nChanged 83
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5722200 nChanged 56
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Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5722200 nChanged 73
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Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5722198 nChanged 65
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Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5722195 nChanged 70
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Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5722208 nChanged 84
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Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5722210 nChanged 73
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Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5722198 nChanged 72
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Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5722208 nChanged 55
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Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5722210 nChanged 83
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Mstep: Class 1 contains 13930 members 
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	Iteration 119Q: 3 clusters Score -5722206 nChanged 79
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Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5722218.500000 Penalty: 5102.933105
	Iteration 120F: 3 clusters Score -5722218 nChanged 81
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Mstep: Class 1 contains 13770 members 
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	Iteration 121Q: 3 clusters Score -5722208 nChanged 88
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Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 15701 members 
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	Iteration 122Q: 3 clusters Score -5722195 nChanged 126
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Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 15827 members 
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	Iteration 123Q: 3 clusters Score -5722205 nChanged 114
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Mstep: Class 1 contains 13442 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5722206 nChanged 128
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Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5722188 nChanged 181
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Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5722200 nChanged 197
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Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5722204 nChanged 138
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Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5722168 nChanged 213
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Score: -5722175.000000 Penalty: 5102.933105
	Iteration 129Q: 3 clusters Score -5722175 nChanged 199
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	Iteration 130Q: 3 clusters Score -5722166 nChanged 251
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Entering Unmasked Estep 
Score: -5722157.000000 Penalty: 5102.933105
	Iteration 131Q: 3 clusters Score -5722157 nChanged 260
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Mstep: Class 1 contains 11875 members 
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	Iteration 132Q: 3 clusters Score -5722166 nChanged 255
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	Iteration 133Q: 3 clusters Score -5722199 nChanged 187
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Mstep: Class 1 contains 11433 members 
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	Iteration 134Q: 3 clusters Score -5722172 nChanged 185
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	Iteration 135Q: 3 clusters Score -5722189 nChanged 174
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	Iteration 136Q: 3 clusters Score -5722187 nChanged 127
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	Iteration 137Q: 3 clusters Score -5722210 nChanged 102
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	Iteration 138Q: 3 clusters Score -5722200 nChanged 98
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	Iteration 139Q: 3 clusters Score -5722198 nChanged 97
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	Iteration 140F: 3 clusters Score -5722185 nChanged 95
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Mstep: Class 1 contains 10555 members 
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	Iteration 141Q: 3 clusters Score -5722202 nChanged 82
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	Iteration 142Q: 3 clusters Score -5722204 nChanged 59
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	Iteration 143Q: 3 clusters Score -5722204 nChanged 63
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	Iteration 144Q: 3 clusters Score -5722203 nChanged 57
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	Iteration 145Q: 3 clusters Score -5722197 nChanged 55
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	Iteration 146Q: 3 clusters Score -5722193 nChanged 34
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	Iteration 147Q: 3 clusters Score -5722189 nChanged 41
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	Iteration 148Q: 3 clusters Score -5722202 nChanged 30
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	Iteration 150Q: 3 clusters Score -5722197 nChanged 33
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	Iteration 151Q: 3 clusters Score -5722210 nChanged 55
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	Iteration 152Q: 3 clusters Score -5722208 nChanged 50
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	Iteration 153Q: 3 clusters Score -5722208 nChanged 58
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	Iteration 154Q: 3 clusters Score -5722205 nChanged 48
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	Iteration 155Q: 3 clusters Score -5722204 nChanged 44
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	Iteration 156Q: 3 clusters Score -5722201 nChanged 40
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	Iteration 157Q: 3 clusters Score -5722192 nChanged 40
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	Iteration 158Q: 3 clusters Score -5722198 nChanged 61
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	Iteration 159Q: 3 clusters Score -5722206 nChanged 59
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	Iteration 160F: 3 clusters Score -5722208 nChanged 58
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	Iteration 161Q: 3 clusters Score -5722212 nChanged 55
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	Iteration 162Q: 3 clusters Score -5722216 nChanged 47
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	Iteration 163Q: 3 clusters Score -5722224 nChanged 52
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	Iteration 164Q: 3 clusters Score -5722224 nChanged 64
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	Iteration 165Q: 3 clusters Score -5722222 nChanged 88
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	Iteration 166Q: 3 clusters Score -5722194 nChanged 99
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	Iteration 167Q: 3 clusters Score -5722214 nChanged 117
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	Iteration 168Q: 3 clusters Score -5722206 nChanged 152
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	Iteration 169Q: 3 clusters Score -5722208 nChanged 144
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	Iteration 171Q: 3 clusters Score -5722180 nChanged 113
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	Iteration 172Q: 3 clusters Score -5722188 nChanged 80
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	Iteration 174Q: 3 clusters Score -5722180 nChanged 60
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Entering Unmasked Estep 
Score: -5722195.500000 Penalty: 5102.933105
	Iteration 175Q: 3 clusters Score -5722196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5722188.000000 Penalty: 5102.933105
	Iteration 176Q: 3 clusters Score -5722188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -5722179.500000 Penalty: 5102.933105
	Iteration 177Q: 3 clusters Score -5722180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -5722183.000000 Penalty: 5102.933105
	Iteration 178Q: 3 clusters Score -5722183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -5722168.500000 Penalty: 5102.933105
	Iteration 179Q: 3 clusters Score -5722168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5722166.500000 Penalty: 5102.933105
	Iteration 180F: 3 clusters Score -5722166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5722171.500000 Penalty: 5102.933105
	Iteration 181Q: 3 clusters Score -5722172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5722168.500000 Penalty: 5102.933105
	Iteration 182Q: 3 clusters Score -5722168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5722164.000000 Penalty: 5102.933105
	Iteration 183Q: 3 clusters Score -5722164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5722162.500000 Penalty: 5102.933105
	Iteration 184Q: 3 clusters Score -5722162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5722170.500000 Penalty: 5102.933105
	Iteration 185Q: 3 clusters Score -5722170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5722170.500000 Penalty: 5102.933105
	Iteration 186F: 3 clusters Score -5722170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (20082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Entering Unmasked Estep 
Score: -3924495.750000 Penalty: 2457.079590
	Iteration 0F: 2 clusters Score -3924496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3910392.250000 Penalty: 4914.159180
	Iteration 0F: 3 clusters Score -3910392 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3915138.000000 Penalty: 4914.159180
	Iteration 1F: 3 clusters Score -3915138 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3915525.250000 Penalty: 4914.159180
	Iteration 2F: 3 clusters Score -3915525 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3915849.500000 Penalty: 4914.159180
	Iteration 3Q: 3 clusters Score -3915850 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3916196.250000 Penalty: 4914.159180
	Iteration 4Q: 3 clusters Score -3916196 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3916586.750000 Penalty: 4914.159180
	Iteration 5Q: 3 clusters Score -3916587 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3917173.750000 Penalty: 4914.159180
	Iteration 6F: 3 clusters Score -3917174 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3917997.750000 Penalty: 4914.159180
	Iteration 7F: 3 clusters Score -3917998 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3919065.500000 Penalty: 4914.159180
	Iteration 8F: 3 clusters Score -3919066 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3920234.500000 Penalty: 4914.159180
	Iteration 9F: 3 clusters Score -3920234 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3921139.750000 Penalty: 4914.159180
	Iteration 10Q: 3 clusters Score -3921140 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3921738.250000 Penalty: 4914.159180
	Iteration 11Q: 3 clusters Score -3921738 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3922070.000000 Penalty: 4914.159180
	Iteration 12Q: 3 clusters Score -3922070 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3922206.500000 Penalty: 4914.159180
	Iteration 13Q: 3 clusters Score -3922206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3922261.500000 Penalty: 4914.159180
	Iteration 14Q: 3 clusters Score -3922262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3922293.000000 Penalty: 4914.159180
	Iteration 15Q: 3 clusters Score -3922293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3922323.000000 Penalty: 4914.159180
	Iteration 16Q: 3 clusters Score -3922323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3922345.000000 Penalty: 4914.159180
	Iteration 17Q: 3 clusters Score -3922345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3922363.000000 Penalty: 4914.159180
	Iteration 18Q: 3 clusters Score -3922363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3922378.000000 Penalty: 4914.159180
	Iteration 19Q: 3 clusters Score -3922378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3922385.500000 Penalty: 4914.159180
	Iteration 20F: 3 clusters Score -3922386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3922385.250000 Penalty: 4914.159180
	Iteration 21Q: 3 clusters Score -3922385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3922386.000000 Penalty: 4914.159180
	Iteration 22Q: 3 clusters Score -3922386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3922387.500000 Penalty: 4914.159180
	Iteration 23Q: 3 clusters Score -3922388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3922387.500000 Penalty: 4914.159180
	Iteration 24F: 3 clusters Score -3922388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -383799.062500 Penalty: 1888.349365
	Iteration 0F: 2 clusters Score -383799.1 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 1026 members 
Entering Unmasked Estep 
Score: -381111.093750 Penalty: 3776.698730
	Iteration 0F: 3 clusters Score -381111.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -381612.562500 Penalty: 3776.698730
	Iteration 1F: 3 clusters Score -381612.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -381816.125000 Penalty: 3776.698730
	Iteration 2F: 3 clusters Score -381816.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -381982.156250 Penalty: 3776.698730
	Iteration 3F: 3 clusters Score -381982.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -382075.593750 Penalty: 3776.698730
	Iteration 4Q: 3 clusters Score -382075.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -382147.593750 Penalty: 3776.698730
	Iteration 5Q: 3 clusters Score -382147.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -382248.875000 Penalty: 3776.698730
	Iteration 6Q: 3 clusters Score -382248.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -382321.687500 Penalty: 3776.698730
	Iteration 7Q: 3 clusters Score -382321.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -382388.812500 Penalty: 3776.698730
	Iteration 8Q: 3 clusters Score -382388.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -382446.250000 Penalty: 3776.698730
	Iteration 9Q: 3 clusters Score -382446.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -382495.031250 Penalty: 3776.698730
	Iteration 10Q: 3 clusters Score -382495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -382565.468750 Penalty: 3776.698730
	Iteration 11Q: 3 clusters Score -382565.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -382655.843750 Penalty: 3776.698730
	Iteration 12Q: 3 clusters Score -382655.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -382722.156250 Penalty: 3776.698730
	Iteration 13Q: 3 clusters Score -382722.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -382791.750000 Penalty: 3776.698730
	Iteration 14Q: 3 clusters Score -382791.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -382834.156250 Penalty: 3776.698730
	Iteration 15Q: 3 clusters Score -382834.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -382863.812500 Penalty: 3776.698730
	Iteration 16Q: 3 clusters Score -382863.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -382881.093750 Penalty: 3776.698730
	Iteration 17Q: 3 clusters Score -382881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -382892.375000 Penalty: 3776.698730
	Iteration 18Q: 3 clusters Score -382892.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -382897.187500 Penalty: 3776.698730
	Iteration 19Q: 3 clusters Score -382897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -382902.187500 Penalty: 3776.698730
	Iteration 20F: 3 clusters Score -382902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -382904.375000 Penalty: 3776.698730
	Iteration 21Q: 3 clusters Score -382904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -382905.437500 Penalty: 3776.698730
	Iteration 22Q: 3 clusters Score -382905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -382905.968750 Penalty: 3776.698730
	Iteration 23Q: 3 clusters Score -382906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -382905.968750 Penalty: 3776.698730
	Iteration 24F: 3 clusters Score -382906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 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 136 members 
Entering Unmasked Estep 
Score: -27061.343750 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27061.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27354.173828 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27354.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27449.431641 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -27449.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -27481.054688 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -27481.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -27571.388672 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -27571.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -27604.484375 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -27604.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -27604.484375 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -27604.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (16793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Entering Unmasked Estep 
Score: -3478980.250000 Penalty: 2412.721924
	Iteration 0F: 2 clusters Score -3478980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3467213.250000 Penalty: 4825.443848
	Iteration 0F: 3 clusters Score -3467213 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3471191.500000 Penalty: 4825.443848
	Iteration 1F: 3 clusters Score -3471192 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3471579.250000 Penalty: 4825.443848
	Iteration 2F: 3 clusters Score -3471579 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3471927.500000 Penalty: 4825.443848
	Iteration 3F: 3 clusters Score -3471928 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3472225.500000 Penalty: 4825.443848
	Iteration 4Q: 3 clusters Score -3472226 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3472500.250000 Penalty: 4825.443848
	Iteration 5Q: 3 clusters Score -3472500 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3472775.750000 Penalty: 4825.443848
	Iteration 6Q: 3 clusters Score -3472776 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3473033.000000 Penalty: 4825.443848
	Iteration 7Q: 3 clusters Score -3473033 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3473310.000000 Penalty: 4825.443848
	Iteration 8Q: 3 clusters Score -3473310 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3473591.000000 Penalty: 4825.443848
	Iteration 9Q: 3 clusters Score -3473591 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3473854.250000 Penalty: 4825.443848
	Iteration 10Q: 3 clusters Score -3473854 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3474124.500000 Penalty: 4825.443848
	Iteration 11Q: 3 clusters Score -3474124 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3474396.750000 Penalty: 4825.443848
	Iteration 12Q: 3 clusters Score -3474397 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3474589.500000 Penalty: 4825.443848
	Iteration 13Q: 3 clusters Score -3474590 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3474718.000000 Penalty: 4825.443848
	Iteration 14Q: 3 clusters Score -3474718 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3474832.500000 Penalty: 4825.443848
	Iteration 15Q: 3 clusters Score -3474832 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3474889.000000 Penalty: 4825.443848
	Iteration 16Q: 3 clusters Score -3474889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3474947.000000 Penalty: 4825.443848
	Iteration 17Q: 3 clusters Score -3474947 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3474994.250000 Penalty: 4825.443848
	Iteration 18Q: 3 clusters Score -3474994 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -3475031.250000 Penalty: 4825.443848
	Iteration 19Q: 3 clusters Score -3475031 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3475053.500000 Penalty: 4825.443848
	Iteration 20F: 3 clusters Score -3475054 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3475102.500000 Penalty: 4825.443848
	Iteration 21Q: 3 clusters Score -3475102 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3475130.250000 Penalty: 4825.443848
	Iteration 22Q: 3 clusters Score -3475130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3475161.000000 Penalty: 4825.443848
	Iteration 23Q: 3 clusters Score -3475161 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3475199.000000 Penalty: 4825.443848
	Iteration 24Q: 3 clusters Score -3475199 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3475245.750000 Penalty: 4825.443848
	Iteration 25Q: 3 clusters Score -3475246 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3475277.500000 Penalty: 4825.443848
	Iteration 26Q: 3 clusters Score -3475278 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3475318.500000 Penalty: 4825.443848
	Iteration 27Q: 3 clusters Score -3475318 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3475367.750000 Penalty: 4825.443848
	Iteration 28Q: 3 clusters Score -3475368 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3475385.750000 Penalty: 4825.443848
	Iteration 29Q: 3 clusters Score -3475386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3475417.750000 Penalty: 4825.443848
	Iteration 30Q: 3 clusters Score -3475418 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3475468.250000 Penalty: 4825.443848
	Iteration 31Q: 3 clusters Score -3475468 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3475516.250000 Penalty: 4825.443848
	Iteration 32Q: 3 clusters Score -3475516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3475566.750000 Penalty: 4825.443848
	Iteration 33Q: 3 clusters Score -3475567 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3475629.250000 Penalty: 4825.443848
	Iteration 34Q: 3 clusters Score -3475629 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3475697.750000 Penalty: 4825.443848
	Iteration 35Q: 3 clusters Score -3475698 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3475781.500000 Penalty: 4825.443848
	Iteration 36Q: 3 clusters Score -3475782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3475833.750000 Penalty: 4825.443848
	Iteration 37Q: 3 clusters Score -3475834 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3475903.750000 Penalty: 4825.443848
	Iteration 38Q: 3 clusters Score -3475904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3475982.750000 Penalty: 4825.443848
	Iteration 39Q: 3 clusters Score -3475983 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3476050.000000 Penalty: 4825.443848
	Iteration 40F: 3 clusters Score -3476050 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3476122.250000 Penalty: 4825.443848
	Iteration 41Q: 3 clusters Score -3476122 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3476184.250000 Penalty: 4825.443848
	Iteration 42Q: 3 clusters Score -3476184 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3476258.250000 Penalty: 4825.443848
	Iteration 43Q: 3 clusters Score -3476258 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3476332.750000 Penalty: 4825.443848
	Iteration 44Q: 3 clusters Score -3476333 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3476402.250000 Penalty: 4825.443848
	Iteration 45Q: 3 clusters Score -3476402 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3476463.500000 Penalty: 4825.443848
	Iteration 46Q: 3 clusters Score -3476464 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3476507.500000 Penalty: 4825.443848
	Iteration 47Q: 3 clusters Score -3476508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3476549.500000 Penalty: 4825.443848
	Iteration 48Q: 3 clusters Score -3476550 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3476595.500000 Penalty: 4825.443848
	Iteration 49Q: 3 clusters Score -3476596 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3476623.500000 Penalty: 4825.443848
	Iteration 50Q: 3 clusters Score -3476624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3476657.000000 Penalty: 4825.443848
	Iteration 51Q: 3 clusters Score -3476657 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3476685.250000 Penalty: 4825.443848
	Iteration 52Q: 3 clusters Score -3476685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3476725.750000 Penalty: 4825.443848
	Iteration 53Q: 3 clusters Score -3476726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3476748.250000 Penalty: 4825.443848
	Iteration 54Q: 3 clusters Score -3476748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3476777.250000 Penalty: 4825.443848
	Iteration 55Q: 3 clusters Score -3476777 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3476801.750000 Penalty: 4825.443848
	Iteration 56Q: 3 clusters Score -3476802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3476823.000000 Penalty: 4825.443848
	Iteration 57Q: 3 clusters Score -3476823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3476850.000000 Penalty: 4825.443848
	Iteration 58Q: 3 clusters Score -3476850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3476878.250000 Penalty: 4825.443848
	Iteration 59Q: 3 clusters Score -3476878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3476888.250000 Penalty: 4825.443848
	Iteration 60F: 3 clusters Score -3476888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3476904.500000 Penalty: 4825.443848
	Iteration 61Q: 3 clusters Score -3476904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3476921.750000 Penalty: 4825.443848
	Iteration 62Q: 3 clusters Score -3476922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3476931.000000 Penalty: 4825.443848
	Iteration 63Q: 3 clusters Score -3476931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3476930.250000 Penalty: 4825.443848
	Iteration 64Q: 3 clusters Score -3476930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3476939.750000 Penalty: 4825.443848
	Iteration 65Q: 3 clusters Score -3476940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3476946.250000 Penalty: 4825.443848
	Iteration 66Q: 3 clusters Score -3476946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3476955.250000 Penalty: 4825.443848
	Iteration 67Q: 3 clusters Score -3476955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3476958.750000 Penalty: 4825.443848
	Iteration 68Q: 3 clusters Score -3476959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3476971.500000 Penalty: 4825.443848
	Iteration 69Q: 3 clusters Score -3476972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3476978.000000 Penalty: 4825.443848
	Iteration 70Q: 3 clusters Score -3476978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3476979.750000 Penalty: 4825.443848
	Iteration 71Q: 3 clusters Score -3476980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3476983.250000 Penalty: 4825.443848
	Iteration 72Q: 3 clusters Score -3476983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3476980.250000 Penalty: 4825.443848
	Iteration 73Q: 3 clusters Score -3476980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3476981.500000 Penalty: 4825.443848
	Iteration 74Q: 3 clusters Score -3476982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3476985.750000 Penalty: 4825.443848
	Iteration 75Q: 3 clusters Score -3476986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3476983.000000 Penalty: 4825.443848
	Iteration 76Q: 3 clusters Score -3476983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3476982.500000 Penalty: 4825.443848
	Iteration 77Q: 3 clusters Score -3476982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3476988.500000 Penalty: 4825.443848
	Iteration 78Q: 3 clusters Score -3476988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3476988.750000 Penalty: 4825.443848
	Iteration 79Q: 3 clusters Score -3476989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3476991.000000 Penalty: 4825.443848
	Iteration 80F: 3 clusters Score -3476991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3476985.750000 Penalty: 4825.443848
	Iteration 81Q: 3 clusters Score -3476986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3476988.750000 Penalty: 4825.443848
	Iteration 82Q: 3 clusters Score -3476989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3476990.000000 Penalty: 4825.443848
	Iteration 83Q: 3 clusters Score -3476990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3476992.250000 Penalty: 4825.443848
	Iteration 84Q: 3 clusters Score -3476992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3476997.250000 Penalty: 4825.443848
	Iteration 85Q: 3 clusters Score -3476997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3476996.000000 Penalty: 4825.443848
	Iteration 86Q: 3 clusters Score -3476996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3476998.250000 Penalty: 4825.443848
	Iteration 87Q: 3 clusters Score -3476998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3476998.250000 Penalty: 4825.443848
	Iteration 88F: 3 clusters Score -3476998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (31615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Entering Unmasked Estep 
Score: -6164394.000000 Penalty: 2569.624023
	Iteration 0F: 2 clusters Score -6164394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -6144386.000000 Penalty: 5139.248047
	Iteration 0F: 3 clusters Score -6144386 nChanged 14256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -6152134.500000 Penalty: 5139.248047
	Iteration 1F: 3 clusters Score -6152134 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -6152535.000000 Penalty: 5139.248047
	Iteration 2Q: 3 clusters Score -6152535 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -6152864.500000 Penalty: 5139.248047
	Iteration 3Q: 3 clusters Score -6152864 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -6153154.000000 Penalty: 5139.248047
	Iteration 4Q: 3 clusters Score -6153154 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -6153418.500000 Penalty: 5139.248047
	Iteration 5Q: 3 clusters Score -6153418 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -6153703.500000 Penalty: 5139.248047
	Iteration 6Q: 3 clusters Score -6153704 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -6153930.500000 Penalty: 5139.248047
	Iteration 7Q: 3 clusters Score -6153930 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -6154191.500000 Penalty: 5139.248047
	Iteration 8Q: 3 clusters Score -6154192 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -6154450.500000 Penalty: 5139.248047
	Iteration 9Q: 3 clusters Score -6154450 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -6154771.000000 Penalty: 5139.248047
	Iteration 10Q: 3 clusters Score -6154771 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -6155146.000000 Penalty: 5139.248047
	Iteration 11Q: 3 clusters Score -6155146 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -6155787.500000 Penalty: 5139.248047
	Iteration 12Q: 3 clusters Score -6155788 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -6156708.500000 Penalty: 5139.248047
	Iteration 13Q: 3 clusters Score -6156708 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -6157692.000000 Penalty: 5139.248047
	Iteration 14F: 3 clusters Score -6157692 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -6158934.000000 Penalty: 5139.248047
	Iteration 15F: 3 clusters Score -6158934 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6160023.500000 Penalty: 5139.248047
	Iteration 16F: 3 clusters Score -6160024 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6160857.000000 Penalty: 5139.248047
	Iteration 17Q: 3 clusters Score -6160857 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6161388.500000 Penalty: 5139.248047
	Iteration 18Q: 3 clusters Score -6161388 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6161728.500000 Penalty: 5139.248047
	Iteration 19Q: 3 clusters Score -6161728 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6161919.000000 Penalty: 5139.248047
	Iteration 20F: 3 clusters Score -6161919 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6162024.000000 Penalty: 5139.248047
	Iteration 21Q: 3 clusters Score -6162024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6162072.000000 Penalty: 5139.248047
	Iteration 22Q: 3 clusters Score -6162072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6162110.500000 Penalty: 5139.248047
	Iteration 23Q: 3 clusters Score -6162110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6162129.500000 Penalty: 5139.248047
	Iteration 24Q: 3 clusters Score -6162130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6162158.000000 Penalty: 5139.248047
	Iteration 25Q: 3 clusters Score -6162158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6162171.000000 Penalty: 5139.248047
	Iteration 26Q: 3 clusters Score -6162171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6162191.000000 Penalty: 5139.248047
	Iteration 27Q: 3 clusters Score -6162191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6162201.000000 Penalty: 5139.248047
	Iteration 28Q: 3 clusters Score -6162201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6162206.000000 Penalty: 5139.248047
	Iteration 29Q: 3 clusters Score -6162206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6162206.500000 Penalty: 5139.248047
	Iteration 30Q: 3 clusters Score -6162206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6162206.500000 Penalty: 5139.248047
	Iteration 31F: 3 clusters Score -6162206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Entering Unmasked Estep 
Score: -941291.312500 Penalty: 2110.471680
	Iteration 0F: 2 clusters Score -941291.3 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 2506 members 
Entering Unmasked Estep 
Score: -936827.000000 Penalty: 4220.943359
	Iteration 0F: 3 clusters Score -936827 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -938158.250000 Penalty: 4220.943359
	Iteration 1F: 3 clusters Score -938158.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -938593.062500 Penalty: 4220.943359
	Iteration 2F: 3 clusters Score -938593.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -938943.437500 Penalty: 4220.943359
	Iteration 3F: 3 clusters Score -938943.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -939258.562500 Penalty: 4220.943359
	Iteration 4F: 3 clusters Score -939258.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -939475.687500 Penalty: 4220.943359
	Iteration 5F: 3 clusters Score -939475.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -939610.812500 Penalty: 4220.943359
	Iteration 6Q: 3 clusters Score -939610.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -939684.375000 Penalty: 4220.943359
	Iteration 7Q: 3 clusters Score -939684.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -939741.562500 Penalty: 4220.943359
	Iteration 8Q: 3 clusters Score -939741.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -939775.125000 Penalty: 4220.943359
	Iteration 9Q: 3 clusters Score -939775.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -939804.812500 Penalty: 4220.943359
	Iteration 10Q: 3 clusters Score -939804.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -939837.062500 Penalty: 4220.943359
	Iteration 11Q: 3 clusters Score -939837.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -939865.375000 Penalty: 4220.943359
	Iteration 12Q: 3 clusters Score -939865.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -939892.750000 Penalty: 4220.943359
	Iteration 13Q: 3 clusters Score -939892.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -939924.562500 Penalty: 4220.943359
	Iteration 14Q: 3 clusters Score -939924.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -939941.437500 Penalty: 4220.943359
	Iteration 15Q: 3 clusters Score -939941.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -939963.437500 Penalty: 4220.943359
	Iteration 16Q: 3 clusters Score -939963.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -939977.875000 Penalty: 4220.943359
	Iteration 17Q: 3 clusters Score -939977.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -939991.250000 Penalty: 4220.943359
	Iteration 18Q: 3 clusters Score -939991.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -940009.687500 Penalty: 4220.943359
	Iteration 19Q: 3 clusters Score -940009.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -940028.250000 Penalty: 4220.943359
	Iteration 20F: 3 clusters Score -940028.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -940049.062500 Penalty: 4220.943359
	Iteration 21Q: 3 clusters Score -940049.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -940075.562500 Penalty: 4220.943359
	Iteration 22Q: 3 clusters Score -940075.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -940095.312500 Penalty: 4220.943359
	Iteration 23Q: 3 clusters Score -940095.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -940107.812500 Penalty: 4220.943359
	Iteration 24Q: 3 clusters Score -940107.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -940122.875000 Penalty: 4220.943359
	Iteration 25Q: 3 clusters Score -940122.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -940138.812500 Penalty: 4220.943359
	Iteration 26Q: 3 clusters Score -940138.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -940150.687500 Penalty: 4220.943359
	Iteration 27Q: 3 clusters Score -940150.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -940165.000000 Penalty: 4220.943359
	Iteration 28Q: 3 clusters Score -940165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -940177.812500 Penalty: 4220.943359
	Iteration 29Q: 3 clusters Score -940177.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -940190.187500 Penalty: 4220.943359
	Iteration 30Q: 3 clusters Score -940190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -940199.187500 Penalty: 4220.943359
	Iteration 31Q: 3 clusters Score -940199.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -940209.437500 Penalty: 4220.943359
	Iteration 32Q: 3 clusters Score -940209.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -940219.562500 Penalty: 4220.943359
	Iteration 33Q: 3 clusters Score -940219.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -940228.062500 Penalty: 4220.943359
	Iteration 34Q: 3 clusters Score -940228.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -940232.750000 Penalty: 4220.943359
	Iteration 35Q: 3 clusters Score -940232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -940234.750000 Penalty: 4220.943359
	Iteration 36Q: 3 clusters Score -940234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -940237.750000 Penalty: 4220.943359
	Iteration 37Q: 3 clusters Score -940237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -940242.250000 Penalty: 4220.943359
	Iteration 38Q: 3 clusters Score -940242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -940248.250000 Penalty: 4220.943359
	Iteration 39Q: 3 clusters Score -940248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -940251.812500 Penalty: 4220.943359
	Iteration 40F: 3 clusters Score -940251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -940254.750000 Penalty: 4220.943359
	Iteration 41Q: 3 clusters Score -940254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -940258.875000 Penalty: 4220.943359
	Iteration 42Q: 3 clusters Score -940258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -940260.875000 Penalty: 4220.943359
	Iteration 43Q: 3 clusters Score -940260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -940261.437500 Penalty: 4220.943359
	Iteration 44Q: 3 clusters Score -940261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -940262.250000 Penalty: 4220.943359
	Iteration 45Q: 3 clusters Score -940262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -940263.937500 Penalty: 4220.943359
	Iteration 46Q: 3 clusters Score -940263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -940265.375000 Penalty: 4220.943359
	Iteration 47Q: 3 clusters Score -940265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -940267.750000 Penalty: 4220.943359
	Iteration 48Q: 3 clusters Score -940267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -940269.875000 Penalty: 4220.943359
	Iteration 49Q: 3 clusters Score -940269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -940270.562500 Penalty: 4220.943359
	Iteration 50Q: 3 clusters Score -940270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -940276.875000 Penalty: 4220.943359
	Iteration 51Q: 3 clusters Score -940276.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -940279.625000 Penalty: 4220.943359
	Iteration 52Q: 3 clusters Score -940279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -940285.687500 Penalty: 4220.943359
	Iteration 53Q: 3 clusters Score -940285.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -940291.812500 Penalty: 4220.943359
	Iteration 54Q: 3 clusters Score -940291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -940296.687500 Penalty: 4220.943359
	Iteration 55Q: 3 clusters Score -940296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -940300.000000 Penalty: 4220.943359
	Iteration 56Q: 3 clusters Score -940300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -940301.687500 Penalty: 4220.943359
	Iteration 57Q: 3 clusters Score -940301.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -940306.062500 Penalty: 4220.943359
	Iteration 58Q: 3 clusters Score -940306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -940306.625000 Penalty: 4220.943359
	Iteration 59Q: 3 clusters Score -940306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -940306.750000 Penalty: 4220.943359
	Iteration 60F: 3 clusters Score -940306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (17058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Entering Unmasked Estep 
Score: -3596181.500000 Penalty: 2416.604736
	Iteration 0F: 2 clusters Score -3596182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3585265.750000 Penalty: 4833.209473
	Iteration 0F: 3 clusters Score -3585266 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3589132.000000 Penalty: 4833.209473
	Iteration 1F: 3 clusters Score -3589132 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3589489.000000 Penalty: 4833.209473
	Iteration 2F: 3 clusters Score -3589489 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3589778.000000 Penalty: 4833.209473
	Iteration 3Q: 3 clusters Score -3589778 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3590025.000000 Penalty: 4833.209473
	Iteration 4Q: 3 clusters Score -3590025 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3590264.500000 Penalty: 4833.209473
	Iteration 5Q: 3 clusters Score -3590264 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3590527.000000 Penalty: 4833.209473
	Iteration 6Q: 3 clusters Score -3590527 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3590887.750000 Penalty: 4833.209473
	Iteration 7Q: 3 clusters Score -3590888 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3591317.000000 Penalty: 4833.209473
	Iteration 8Q: 3 clusters Score -3591317 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3591827.750000 Penalty: 4833.209473
	Iteration 9Q: 3 clusters Score -3591828 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3592399.500000 Penalty: 4833.209473
	Iteration 10F: 3 clusters Score -3592400 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3592976.750000 Penalty: 4833.209473
	Iteration 11F: 3 clusters Score -3592977 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3593414.000000 Penalty: 4833.209473
	Iteration 12Q: 3 clusters Score -3593414 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3593642.000000 Penalty: 4833.209473
	Iteration 13Q: 3 clusters Score -3593642 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3593779.500000 Penalty: 4833.209473
	Iteration 14Q: 3 clusters Score -3593780 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3593892.750000 Penalty: 4833.209473
	Iteration 15Q: 3 clusters Score -3593893 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3593993.000000 Penalty: 4833.209473
	Iteration 16Q: 3 clusters Score -3593993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3594052.500000 Penalty: 4833.209473
	Iteration 17Q: 3 clusters Score -3594052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3594106.500000 Penalty: 4833.209473
	Iteration 18Q: 3 clusters Score -3594106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3594142.750000 Penalty: 4833.209473
	Iteration 19Q: 3 clusters Score -3594143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3594170.500000 Penalty: 4833.209473
	Iteration 20F: 3 clusters Score -3594170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3594185.000000 Penalty: 4833.209473
	Iteration 21Q: 3 clusters Score -3594185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3594204.750000 Penalty: 4833.209473
	Iteration 22Q: 3 clusters Score -3594205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3594214.500000 Penalty: 4833.209473
	Iteration 23Q: 3 clusters Score -3594214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3594212.750000 Penalty: 4833.209473
	Iteration 24Q: 3 clusters Score -3594213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3594220.000000 Penalty: 4833.209473
	Iteration 25Q: 3 clusters Score -3594220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3594220.000000 Penalty: 4833.209473
	Iteration 26Q: 3 clusters Score -3594220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3594222.250000 Penalty: 4833.209473
	Iteration 27Q: 3 clusters Score -3594222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3594226.500000 Penalty: 4833.209473
	Iteration 28Q: 3 clusters Score -3594226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3594228.750000 Penalty: 4833.209473
	Iteration 29Q: 3 clusters Score -3594229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3594228.000000 Penalty: 4833.209473
	Iteration 30Q: 3 clusters Score -3594228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3594239.500000 Penalty: 4833.209473
	Iteration 31Q: 3 clusters Score -3594240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3594239.750000 Penalty: 4833.209473
	Iteration 32Q: 3 clusters Score -3594240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3594238.500000 Penalty: 4833.209473
	Iteration 33Q: 3 clusters Score -3594238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3594238.750000 Penalty: 4833.209473
	Iteration 34Q: 3 clusters Score -3594239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3594239.500000 Penalty: 4833.209473
	Iteration 35Q: 3 clusters Score -3594240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3594239.500000 Penalty: 4833.209473
	Iteration 36F: 3 clusters Score -3594240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (30430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Entering Unmasked Estep 
Score: -5938437.500000 Penalty: 2560.149658
	Iteration 0F: 2 clusters Score -5938438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -5919035.000000 Penalty: 5120.299316
	Iteration 0F: 3 clusters Score -5919035 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5926829.000000 Penalty: 5120.299316
	Iteration 1F: 3 clusters Score -5926829 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -5927478.500000 Penalty: 5120.299316
	Iteration 2F: 3 clusters Score -5927478 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5928185.500000 Penalty: 5120.299316
	Iteration 3F: 3 clusters Score -5928186 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -5929034.500000 Penalty: 5120.299316
	Iteration 4F: 3 clusters Score -5929034 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -5930104.000000 Penalty: 5120.299316
	Iteration 5F: 3 clusters Score -5930104 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -5931491.500000 Penalty: 5120.299316
	Iteration 6F: 3 clusters Score -5931492 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -5932980.500000 Penalty: 5120.299316
	Iteration 7F: 3 clusters Score -5932980 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5934143.500000 Penalty: 5120.299316
	Iteration 8F: 3 clusters Score -5934144 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5935097.000000 Penalty: 5120.299316
	Iteration 9Q: 3 clusters Score -5935097 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5935592.000000 Penalty: 5120.299316
	Iteration 10Q: 3 clusters Score -5935592 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5935873.500000 Penalty: 5120.299316
	Iteration 11Q: 3 clusters Score -5935874 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5936014.000000 Penalty: 5120.299316
	Iteration 12Q: 3 clusters Score -5936014 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5936093.000000 Penalty: 5120.299316
	Iteration 13Q: 3 clusters Score -5936093 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5936143.500000 Penalty: 5120.299316
	Iteration 14Q: 3 clusters Score -5936144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5936193.000000 Penalty: 5120.299316
	Iteration 15Q: 3 clusters Score -5936193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5936221.000000 Penalty: 5120.299316
	Iteration 16Q: 3 clusters Score -5936221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5936245.500000 Penalty: 5120.299316
	Iteration 17Q: 3 clusters Score -5936246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5936252.000000 Penalty: 5120.299316
	Iteration 18Q: 3 clusters Score -5936252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5936257.000000 Penalty: 5120.299316
	Iteration 19Q: 3 clusters Score -5936257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5936258.500000 Penalty: 5120.299316
	Iteration 20F: 3 clusters Score -5936258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5936269.000000 Penalty: 5120.299316
	Iteration 21Q: 3 clusters Score -5936269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5936273.000000 Penalty: 5120.299316
	Iteration 22Q: 3 clusters Score -5936273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5936281.000000 Penalty: 5120.299316
	Iteration 23Q: 3 clusters Score -5936281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5936284.500000 Penalty: 5120.299316
	Iteration 24Q: 3 clusters Score -5936284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5936283.500000 Penalty: 5120.299316
	Iteration 25Q: 3 clusters Score -5936284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5936283.000000 Penalty: 5120.299316
	Iteration 26Q: 3 clusters Score -5936283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5936283.000000 Penalty: 5120.299316
	Iteration 27F: 3 clusters Score -5936283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -88450.726562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -88450.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -86942.367188 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -86942.37 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87227.734375 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -87227.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87310.335938 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -87310.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87388.664062 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -87388.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87455.023438 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -87455.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87480.695312 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -87480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87494.992188 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -87494.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87510.210938 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -87510.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87529.820312 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -87529.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87577.984375 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -87577.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87628.953125 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -87628.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87648.382812 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -87648.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87656.195312 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -87656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87670.062500 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -87670.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87688.265625 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -87688.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87694.679688 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -87694.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87694.679688 Penalty: 3150.039307
	Iteration 16F: 3 clusters Score -87694.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -116493.937500 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -116493.9 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 324 members 
Entering Unmasked Estep 
Score: -114836.367188 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -114836.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -115099.984375 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -115100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115224.742188 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -115224.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115292.546875 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -115292.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -115350.468750 Penalty: 3242.198975
	Iteration 4Q: 3 clusters Score -115350.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -115414.382812 Penalty: 3242.198975
	Iteration 5Q: 3 clusters Score -115414.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -115454.617188 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -115454.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -115494.226562 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -115494.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -115514.054688 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -115514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -115521.781250 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -115521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115537.523438 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -115537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115541.531250 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -115541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -115542.414062 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -115542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -115542.414062 Penalty: 3242.198975
	Iteration 13F: 3 clusters Score -115542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (23946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Entering Unmasked Estep 
Score: -5036461.000000 Penalty: 2500.721924
	Iteration 0F: 2 clusters Score -5036461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -5024378.500000 Penalty: 5001.443848
	Iteration 0F: 3 clusters Score -5024378 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -5030119.000000 Penalty: 5001.443848
	Iteration 1F: 3 clusters Score -5030119 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -5030594.500000 Penalty: 5001.443848
	Iteration 2F: 3 clusters Score -5030594 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -5030945.500000 Penalty: 5001.443848
	Iteration 3F: 3 clusters Score -5030946 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -5031337.500000 Penalty: 5001.443848
	Iteration 4F: 3 clusters Score -5031338 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -5031771.000000 Penalty: 5001.443848
	Iteration 5Q: 3 clusters Score -5031771 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5032229.500000 Penalty: 5001.443848
	Iteration 6Q: 3 clusters Score -5032230 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5032828.500000 Penalty: 5001.443848
	Iteration 7Q: 3 clusters Score -5032828 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -5033750.500000 Penalty: 5001.443848
	Iteration 8F: 3 clusters Score -5033750 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -5034970.000000 Penalty: 5001.443848
	Iteration 9F: 3 clusters Score -5034970 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5035933.500000 Penalty: 5001.443848
	Iteration 10F: 3 clusters Score -5035934 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5036579.500000 Penalty: 5001.443848
	Iteration 11Q: 3 clusters Score -5036580 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5036919.000000 Penalty: 5001.443848
	Iteration 12Q: 3 clusters Score -5036919 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5037341.500000 Penalty: 5001.443848
	Iteration 13Q: 3 clusters Score -5037342 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -5037676.000000 Penalty: 5001.443848
	Iteration 14Q: 3 clusters Score -5037676 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -5037902.000000 Penalty: 5001.443848
	Iteration 15Q: 3 clusters Score -5037902 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -5038022.500000 Penalty: 5001.443848
	Iteration 16Q: 3 clusters Score -5038022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -5038098.000000 Penalty: 5001.443848
	Iteration 17Q: 3 clusters Score -5038098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -5038157.500000 Penalty: 5001.443848
	Iteration 18Q: 3 clusters Score -5038158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5038195.000000 Penalty: 5001.443848
	Iteration 19Q: 3 clusters Score -5038195 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5038223.500000 Penalty: 5001.443848
	Iteration 20F: 3 clusters Score -5038224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -5038253.500000 Penalty: 5001.443848
	Iteration 21Q: 3 clusters Score -5038254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -5038252.500000 Penalty: 5001.443848
	Iteration 22Q: 3 clusters Score -5038252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -5038243.000000 Penalty: 5001.443848
	Iteration 23Q: 3 clusters Score -5038243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -5038244.000000 Penalty: 5001.443848
	Iteration 24Q: 3 clusters Score -5038244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -5038257.000000 Penalty: 5001.443848
	Iteration 25Q: 3 clusters Score -5038257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5038254.000000 Penalty: 5001.443848
	Iteration 26Q: 3 clusters Score -5038254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -5038262.500000 Penalty: 5001.443848
	Iteration 27Q: 3 clusters Score -5038262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -5038267.500000 Penalty: 5001.443848
	Iteration 28Q: 3 clusters Score -5038268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -5038271.000000 Penalty: 5001.443848
	Iteration 29Q: 3 clusters Score -5038271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5038260.000000 Penalty: 5001.443848
	Iteration 30Q: 3 clusters Score -5038260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5038266.000000 Penalty: 5001.443848
	Iteration 31Q: 3 clusters Score -5038266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5038271.500000 Penalty: 5001.443848
	Iteration 32Q: 3 clusters Score -5038272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5038267.500000 Penalty: 5001.443848
	Iteration 33Q: 3 clusters Score -5038268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5038269.000000 Penalty: 5001.443848
	Iteration 34Q: 3 clusters Score -5038269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5038264.500000 Penalty: 5001.443848
	Iteration 35Q: 3 clusters Score -5038264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -5038270.000000 Penalty: 5001.443848
	Iteration 36Q: 3 clusters Score -5038270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5038269.000000 Penalty: 5001.443848
	Iteration 37Q: 3 clusters Score -5038269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -5038269.000000 Penalty: 5001.443848
	Iteration 38Q: 3 clusters Score -5038269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -5038271.500000 Penalty: 5001.443848
	Iteration 39Q: 3 clusters Score -5038272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -5038279.000000 Penalty: 5001.443848
	Iteration 40F: 3 clusters Score -5038279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -5038277.500000 Penalty: 5001.443848
	Iteration 41Q: 3 clusters Score -5038278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5038274.000000 Penalty: 5001.443848
	Iteration 42Q: 3 clusters Score -5038274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5038274.000000 Penalty: 5001.443848
	Iteration 43F: 3 clusters Score -5038274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 46472 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 40008 members 
Mstep: Class 14 contains 30826 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7046 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 31315 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17199 members 
Mstep: Class 28 contains 26606 members 
Mstep: Class 29 contains 28577 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23488 members 
Mstep: Class 33 contains 11258 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15161 members 
Mstep: Class 42 contains 29714 members 
Mstep: Class 43 contains 7408 members 
Mstep: Class 44 contains 61499 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15538 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42362 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21612 members 
Mstep: Class 52 contains 6912 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 14581 members 
Mstep: Class 55 contains 29383 members 
Mstep: Class 56 contains 20082 members 
Mstep: Class 57 contains 2027 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16793 members 
Mstep: Class 60 contains 31615 members 
Mstep: Class 61 contains 4964 members 
Mstep: Class 62 contains 17058 members 
Mstep: Class 63 contains 30430 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 11765 members 
Mstep: Class 67 contains 33190 members 
Mstep: Class 68 contains 29590 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29111 members 
Mstep: Class 71 contains 12181 members 
Entering Unmasked Estep 
Score: -161365280.000000 Penalty: 240168.750000
Splitting cluster 66 changes total score from -161364704.000000 to -161365280.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 67 (33190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Entering Unmasked Estep 
Score: -6430659.500000 Penalty: 2581.680908
	Iteration 0F: 2 clusters Score -6430660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -6409696.000000 Penalty: 5163.361816
	Iteration 0F: 3 clusters Score -6409696 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -6417646.500000 Penalty: 5163.361816
	Iteration 1F: 3 clusters Score -6417646 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6418004.000000 Penalty: 5163.361816
	Iteration 2Q: 3 clusters Score -6418004 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -6418335.000000 Penalty: 5163.361816
	Iteration 3Q: 3 clusters Score -6418335 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -6418623.000000 Penalty: 5163.361816
	Iteration 4Q: 3 clusters Score -6418623 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -6418883.000000 Penalty: 5163.361816
	Iteration 5Q: 3 clusters Score -6418883 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -6419138.500000 Penalty: 5163.361816
	Iteration 6Q: 3 clusters Score -6419138 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -6419359.500000 Penalty: 5163.361816
	Iteration 7Q: 3 clusters Score -6419360 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -6419631.500000 Penalty: 5163.361816
	Iteration 8Q: 3 clusters Score -6419632 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -6419949.500000 Penalty: 5163.361816
	Iteration 9Q: 3 clusters Score -6419950 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -6420315.000000 Penalty: 5163.361816
	Iteration 10Q: 3 clusters Score -6420315 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -6420851.000000 Penalty: 5163.361816
	Iteration 11Q: 3 clusters Score -6420851 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -6421447.500000 Penalty: 5163.361816
	Iteration 12Q: 3 clusters Score -6421448 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -6422384.000000 Penalty: 5163.361816
	Iteration 13Q: 3 clusters Score -6422384 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -6423299.500000 Penalty: 5163.361816
	Iteration 14F: 3 clusters Score -6423300 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -6424241.500000 Penalty: 5163.361816
	Iteration 15Q: 3 clusters Score -6424242 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -6425015.500000 Penalty: 5163.361816
	Iteration 16Q: 3 clusters Score -6425016 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -6425785.500000 Penalty: 5163.361816
	Iteration 17Q: 3 clusters Score -6425786 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6426315.500000 Penalty: 5163.361816
	Iteration 18Q: 3 clusters Score -6426316 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6426728.000000 Penalty: 5163.361816
	Iteration 19Q: 3 clusters Score -6426728 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6427012.000000 Penalty: 5163.361816
	Iteration 20F: 3 clusters Score -6427012 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6427246.000000 Penalty: 5163.361816
	Iteration 21Q: 3 clusters Score -6427246 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6427397.500000 Penalty: 5163.361816
	Iteration 22Q: 3 clusters Score -6427398 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6427567.000000 Penalty: 5163.361816
	Iteration 23Q: 3 clusters Score -6427567 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6427707.500000 Penalty: 5163.361816
	Iteration 24Q: 3 clusters Score -6427708 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6427849.500000 Penalty: 5163.361816
	Iteration 25Q: 3 clusters Score -6427850 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6427965.000000 Penalty: 5163.361816
	Iteration 26Q: 3 clusters Score -6427965 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6428038.000000 Penalty: 5163.361816
	Iteration 27Q: 3 clusters Score -6428038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6428110.500000 Penalty: 5163.361816
	Iteration 28Q: 3 clusters Score -6428110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6428179.500000 Penalty: 5163.361816
	Iteration 29Q: 3 clusters Score -6428180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6428239.000000 Penalty: 5163.361816
	Iteration 30Q: 3 clusters Score -6428239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6428272.000000 Penalty: 5163.361816
	Iteration 31Q: 3 clusters Score -6428272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6428289.500000 Penalty: 5163.361816
	Iteration 32Q: 3 clusters Score -6428290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6428307.500000 Penalty: 5163.361816
	Iteration 33Q: 3 clusters Score -6428308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6428336.500000 Penalty: 5163.361816
	Iteration 34Q: 3 clusters Score -6428336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6428349.500000 Penalty: 5163.361816
	Iteration 35Q: 3 clusters Score -6428350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6428375.500000 Penalty: 5163.361816
	Iteration 36Q: 3 clusters Score -6428376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6428385.000000 Penalty: 5163.361816
	Iteration 37Q: 3 clusters Score -6428385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6428392.500000 Penalty: 5163.361816
	Iteration 38Q: 3 clusters Score -6428392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6428416.000000 Penalty: 5163.361816
	Iteration 39Q: 3 clusters Score -6428416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6428424.000000 Penalty: 5163.361816
	Iteration 40F: 3 clusters Score -6428424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6428431.000000 Penalty: 5163.361816
	Iteration 41Q: 3 clusters Score -6428431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6428427.000000 Penalty: 5163.361816
	Iteration 42Q: 3 clusters Score -6428427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6428431.000000 Penalty: 5163.361816
	Iteration 43Q: 3 clusters Score -6428431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6428434.500000 Penalty: 5163.361816
	Iteration 44Q: 3 clusters Score -6428434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6428435.000000 Penalty: 5163.361816
	Iteration 45Q: 3 clusters Score -6428435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6428430.500000 Penalty: 5163.361816
	Iteration 46Q: 3 clusters Score -6428430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6428429.000000 Penalty: 5163.361816
	Iteration 47Q: 3 clusters Score -6428429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6428432.500000 Penalty: 5163.361816
	Iteration 48Q: 3 clusters Score -6428432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6428431.000000 Penalty: 5163.361816
	Iteration 49Q: 3 clusters Score -6428431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6428438.000000 Penalty: 5163.361816
	Iteration 50Q: 3 clusters Score -6428438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6428440.000000 Penalty: 5163.361816
	Iteration 51Q: 3 clusters Score -6428440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6428440.000000 Penalty: 5163.361816
	Iteration 52Q: 3 clusters Score -6428440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6428440.000000 Penalty: 5163.361816
	Iteration 53F: 3 clusters Score -6428440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (29590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Entering Unmasked Estep 
Score: -5742982.000000 Penalty: 2553.207520
	Iteration 0F: 2 clusters Score -5742982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -5723943.000000 Penalty: 5106.415039
	Iteration 0F: 3 clusters Score -5723943 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5731140.500000 Penalty: 5106.415039
	Iteration 1F: 3 clusters Score -5731140 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -5731585.000000 Penalty: 5106.415039
	Iteration 2Q: 3 clusters Score -5731585 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5732091.500000 Penalty: 5106.415039
	Iteration 3Q: 3 clusters Score -5732092 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5732701.500000 Penalty: 5106.415039
	Iteration 4Q: 3 clusters Score -5732702 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -5733554.500000 Penalty: 5106.415039
	Iteration 5F: 3 clusters Score -5733554 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -5734752.500000 Penalty: 5106.415039
	Iteration 6F: 3 clusters Score -5734752 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -5736292.500000 Penalty: 5106.415039
	Iteration 7F: 3 clusters Score -5736292 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -5737923.500000 Penalty: 5106.415039
	Iteration 8F: 3 clusters Score -5737924 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -5739211.500000 Penalty: 5106.415039
	Iteration 9F: 3 clusters Score -5739212 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5740071.000000 Penalty: 5106.415039
	Iteration 10Q: 3 clusters Score -5740071 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -5740445.000000 Penalty: 5106.415039
	Iteration 11Q: 3 clusters Score -5740445 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -5740618.000000 Penalty: 5106.415039
	Iteration 12Q: 3 clusters Score -5740618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -5740717.000000 Penalty: 5106.415039
	Iteration 13Q: 3 clusters Score -5740717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -5740760.000000 Penalty: 5106.415039
	Iteration 14Q: 3 clusters Score -5740760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5740782.000000 Penalty: 5106.415039
	Iteration 15Q: 3 clusters Score -5740782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -5740800.000000 Penalty: 5106.415039
	Iteration 16Q: 3 clusters Score -5740800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5740802.000000 Penalty: 5106.415039
	Iteration 17Q: 3 clusters Score -5740802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -5740803.500000 Penalty: 5106.415039
	Iteration 18Q: 3 clusters Score -5740804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5740816.500000 Penalty: 5106.415039
	Iteration 19Q: 3 clusters Score -5740816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -5740819.000000 Penalty: 5106.415039
	Iteration 20F: 3 clusters Score -5740819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -5740823.500000 Penalty: 5106.415039
	Iteration 21Q: 3 clusters Score -5740824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5740830.500000 Penalty: 5106.415039
	Iteration 22Q: 3 clusters Score -5740830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5740830.000000 Penalty: 5106.415039
	Iteration 23Q: 3 clusters Score -5740830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5740830.000000 Penalty: 5106.415039
	Iteration 24F: 3 clusters Score -5740830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -24215.677734 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -24215.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23132.695312 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -23132.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23381.376953 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -23381.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23532.681641 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -23532.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23612.755859 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -23612.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23684.871094 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -23684.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23731.011719 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -23731.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23759.751953 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -23759.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23796.302734 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -23796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23801.455078 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -23801.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23811.664062 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -23811.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23816.302734 Penalty: 2748.466797
	Iteration 10F: 3 clusters Score -23816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23855.507812 Penalty: 2748.466797
	Iteration 11Q: 3 clusters Score -23855.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23867.525391 Penalty: 2748.466797
	Iteration 12Q: 3 clusters Score -23867.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23867.525391 Penalty: 2748.466797
	Iteration 13F: 3 clusters Score -23867.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (29111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Entering Unmasked Estep 
Score: -5664642.000000 Penalty: 2549.160156
	Iteration 0F: 2 clusters Score -5664642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5645329.500000 Penalty: 5098.320312
	Iteration 0F: 3 clusters Score -5645330 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -5652565.000000 Penalty: 5098.320312
	Iteration 1F: 3 clusters Score -5652565 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -5652936.500000 Penalty: 5098.320312
	Iteration 2Q: 3 clusters Score -5652936 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5653319.000000 Penalty: 5098.320312
	Iteration 3Q: 3 clusters Score -5653319 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5653599.500000 Penalty: 5098.320312
	Iteration 4Q: 3 clusters Score -5653600 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -5653860.500000 Penalty: 5098.320312
	Iteration 5Q: 3 clusters Score -5653860 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -5654094.000000 Penalty: 5098.320312
	Iteration 6Q: 3 clusters Score -5654094 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -5654344.500000 Penalty: 5098.320312
	Iteration 7Q: 3 clusters Score -5654344 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5654599.000000 Penalty: 5098.320312
	Iteration 8Q: 3 clusters Score -5654599 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5654902.000000 Penalty: 5098.320312
	Iteration 9Q: 3 clusters Score -5654902 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -5655335.000000 Penalty: 5098.320312
	Iteration 10Q: 3 clusters Score -5655335 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5655780.000000 Penalty: 5098.320312
	Iteration 11Q: 3 clusters Score -5655780 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -5656443.500000 Penalty: 5098.320312
	Iteration 12Q: 3 clusters Score -5656444 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -5657166.000000 Penalty: 5098.320312
	Iteration 13Q: 3 clusters Score -5657166 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -5657902.500000 Penalty: 5098.320312
	Iteration 14Q: 3 clusters Score -5657902 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -5658553.500000 Penalty: 5098.320312
	Iteration 15Q: 3 clusters Score -5658554 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -5659107.500000 Penalty: 5098.320312
	Iteration 16Q: 3 clusters Score -5659108 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -5659551.000000 Penalty: 5098.320312
	Iteration 17Q: 3 clusters Score -5659551 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -5660037.000000 Penalty: 5098.320312
	Iteration 18Q: 3 clusters Score -5660037 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5660501.500000 Penalty: 5098.320312
	Iteration 19Q: 3 clusters Score -5660502 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -5660849.000000 Penalty: 5098.320312
	Iteration 20F: 3 clusters Score -5660849 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5661127.000000 Penalty: 5098.320312
	Iteration 21Q: 3 clusters Score -5661127 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5661311.000000 Penalty: 5098.320312
	Iteration 22Q: 3 clusters Score -5661311 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5661486.000000 Penalty: 5098.320312
	Iteration 23Q: 3 clusters Score -5661486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5661657.500000 Penalty: 5098.320312
	Iteration 24Q: 3 clusters Score -5661658 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5661704.500000 Penalty: 5098.320312
	Iteration 25Q: 3 clusters Score -5661704 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5661807.000000 Penalty: 5098.320312
	Iteration 26Q: 3 clusters Score -5661807 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5661914.500000 Penalty: 5098.320312
	Iteration 27Q: 3 clusters Score -5661914 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5662003.000000 Penalty: 5098.320312
	Iteration 28Q: 3 clusters Score -5662003 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5662045.500000 Penalty: 5098.320312
	Iteration 29Q: 3 clusters Score -5662046 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5662124.000000 Penalty: 5098.320312
	Iteration 30Q: 3 clusters Score -5662124 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5662239.500000 Penalty: 5098.320312
	Iteration 31Q: 3 clusters Score -5662240 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5662323.000000 Penalty: 5098.320312
	Iteration 32Q: 3 clusters Score -5662323 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5662369.000000 Penalty: 5098.320312
	Iteration 33Q: 3 clusters Score -5662369 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5662398.500000 Penalty: 5098.320312
	Iteration 34Q: 3 clusters Score -5662398 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5662450.500000 Penalty: 5098.320312
	Iteration 35Q: 3 clusters Score -5662450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5662476.500000 Penalty: 5098.320312
	Iteration 36Q: 3 clusters Score -5662476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5662500.000000 Penalty: 5098.320312
	Iteration 37Q: 3 clusters Score -5662500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5662530.000000 Penalty: 5098.320312
	Iteration 38Q: 3 clusters Score -5662530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5662556.000000 Penalty: 5098.320312
	Iteration 39Q: 3 clusters Score -5662556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5662577.500000 Penalty: 5098.320312
	Iteration 40F: 3 clusters Score -5662578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5662584.500000 Penalty: 5098.320312
	Iteration 41Q: 3 clusters Score -5662584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5662591.000000 Penalty: 5098.320312
	Iteration 42Q: 3 clusters Score -5662591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5662589.000000 Penalty: 5098.320312
	Iteration 43Q: 3 clusters Score -5662589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5662604.500000 Penalty: 5098.320312
	Iteration 44Q: 3 clusters Score -5662604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5662608.000000 Penalty: 5098.320312
	Iteration 45Q: 3 clusters Score -5662608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5662615.500000 Penalty: 5098.320312
	Iteration 46Q: 3 clusters Score -5662616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5662612.500000 Penalty: 5098.320312
	Iteration 47Q: 3 clusters Score -5662612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5662622.500000 Penalty: 5098.320312
	Iteration 48Q: 3 clusters Score -5662622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5662623.000000 Penalty: 5098.320312
	Iteration 49Q: 3 clusters Score -5662623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5662625.000000 Penalty: 5098.320312
	Iteration 50Q: 3 clusters Score -5662625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5662633.000000 Penalty: 5098.320312
	Iteration 51Q: 3 clusters Score -5662633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5662634.500000 Penalty: 5098.320312
	Iteration 52Q: 3 clusters Score -5662634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5662629.500000 Penalty: 5098.320312
	Iteration 53Q: 3 clusters Score -5662630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5662625.000000 Penalty: 5098.320312
	Iteration 54Q: 3 clusters Score -5662625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5662630.500000 Penalty: 5098.320312
	Iteration 55Q: 3 clusters Score -5662630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5662633.000000 Penalty: 5098.320312
	Iteration 56Q: 3 clusters Score -5662633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5662633.000000 Penalty: 5098.320312
	Iteration 57F: 3 clusters Score -5662633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 46472 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 40008 members 
Mstep: Class 14 contains 30826 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7046 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 31315 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17199 members 
Mstep: Class 28 contains 26606 members 
Mstep: Class 29 contains 28577 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23488 members 
Mstep: Class 33 contains 11258 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15161 members 
Mstep: Class 42 contains 29714 members 
Mstep: Class 43 contains 7408 members 
Mstep: Class 44 contains 61499 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15538 members 
Mstep: Class 47 contains 2645 members 
Mstep: Class 48 contains 42362 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21612 members 
Mstep: Class 52 contains 6912 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 14581 members 
Mstep: Class 55 contains 29383 members 
Mstep: Class 56 contains 20082 members 
Mstep: Class 57 contains 2027 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16793 members 
Mstep: Class 60 contains 31615 members 
Mstep: Class 61 contains 4964 members 
Mstep: Class 62 contains 17058 members 
Mstep: Class 63 contains 30430 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 11765 members 
Mstep: Class 67 contains 33190 members 
Mstep: Class 68 contains 29590 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366240.000000 Penalty: 240168.750000
Iteration 239Q: 72 clusters Score -1.613662e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 46506 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 20741 members 
Mstep: Class 13 contains 40068 members 
Mstep: Class 14 contains 30841 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7044 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 31192 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17206 members 
Mstep: Class 28 contains 26654 members 
Mstep: Class 29 contains 28563 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23515 members 
Mstep: Class 33 contains 11239 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15290 members 
Mstep: Class 42 contains 29721 members 
Mstep: Class 43 contains 7417 members 
Mstep: Class 44 contains 61486 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15542 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42356 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21612 members 
Mstep: Class 52 contains 6906 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 14574 members 
Mstep: Class 55 contains 29427 members 
Mstep: Class 56 contains 20066 members 
Mstep: Class 57 contains 2026 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16726 members 
Mstep: Class 60 contains 31666 members 
Mstep: Class 61 contains 4961 members 
Mstep: Class 62 contains 17074 members 
Mstep: Class 63 contains 30461 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 12363 members 
Mstep: Class 67 contains 33210 members 
Mstep: Class 68 contains 29617 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29065 members 
Mstep: Class 71 contains 11776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366528.000000 Penalty: 240168.750000
Iteration 240F: 72 clusters Score -1.613665e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 8 contains 46539 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2752 members 
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Mstep: Class 13 contains 40101 members 
Mstep: Class 14 contains 30822 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5299 members 
Mstep: Class 24 contains 31068 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17201 members 
Mstep: Class 28 contains 26677 members 
Mstep: Class 29 contains 28502 members 
Mstep: Class 30 contains 3824 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23513 members 
Mstep: Class 33 contains 11207 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 15162 members 
Mstep: Class 42 contains 29742 members 
Mstep: Class 43 contains 7421 members 
Mstep: Class 44 contains 61491 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15524 members 
Mstep: Class 47 contains 2644 members 
Mstep: Class 48 contains 42363 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21595 members 
Mstep: Class 52 contains 6902 members 
Mstep: Class 53 contains 3125 members 
Mstep: Class 54 contains 14573 members 
Mstep: Class 55 contains 29455 members 
Mstep: Class 56 contains 20072 members 
Mstep: Class 57 contains 2025 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16608 members 
Mstep: Class 60 contains 31671 members 
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Mstep: Class 63 contains 30449 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
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Mstep: Class 67 contains 33242 members 
Mstep: Class 68 contains 29599 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28988 members 
Mstep: Class 71 contains 12052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367472.000000 Penalty: 240168.750000
Iteration 241Q: 72 clusters Score -1.613675e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 8 contains 46553 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 20607 members 
Mstep: Class 13 contains 40137 members 
Mstep: Class 14 contains 30810 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 370 members 
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Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 30956 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17215 members 
Mstep: Class 28 contains 26733 members 
Mstep: Class 29 contains 28473 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23542 members 
Mstep: Class 33 contains 11182 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14995 members 
Mstep: Class 42 contains 29783 members 
Mstep: Class 43 contains 7420 members 
Mstep: Class 44 contains 61495 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15505 members 
Mstep: Class 47 contains 2642 members 
Mstep: Class 48 contains 42362 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21577 members 
Mstep: Class 52 contains 6899 members 
Mstep: Class 53 contains 3121 members 
Mstep: Class 54 contains 14573 members 
Mstep: Class 55 contains 29451 members 
Mstep: Class 56 contains 20064 members 
Mstep: Class 57 contains 2025 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16481 members 
Mstep: Class 60 contains 31698 members 
Mstep: Class 61 contains 4948 members 
Mstep: Class 62 contains 17087 members 
Mstep: Class 63 contains 30433 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 13043 members 
Mstep: Class 67 contains 33267 members 
Mstep: Class 68 contains 29596 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28938 members 
Mstep: Class 71 contains 12106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367024.000000 Penalty: 240168.750000
Iteration 242Q: 72 clusters Score -1.61367e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 46531 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 20663 members 
Mstep: Class 13 contains 40183 members 
Mstep: Class 14 contains 30812 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 7029 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 30860 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17236 members 
Mstep: Class 28 contains 26765 members 
Mstep: Class 29 contains 28447 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23565 members 
Mstep: Class 33 contains 11157 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14819 members 
Mstep: Class 42 contains 29827 members 
Mstep: Class 43 contains 7421 members 
Mstep: Class 44 contains 61482 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15482 members 
Mstep: Class 47 contains 2642 members 
Mstep: Class 48 contains 42378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21532 members 
Mstep: Class 52 contains 6895 members 
Mstep: Class 53 contains 3122 members 
Mstep: Class 54 contains 14569 members 
Mstep: Class 55 contains 29444 members 
Mstep: Class 56 contains 20087 members 
Mstep: Class 57 contains 2025 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16382 members 
Mstep: Class 60 contains 31749 members 
Mstep: Class 61 contains 4943 members 
Mstep: Class 62 contains 17105 members 
Mstep: Class 63 contains 30403 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 13460 members 
Mstep: Class 67 contains 33284 members 
Mstep: Class 68 contains 29583 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28886 members 
Mstep: Class 71 contains 12013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367056.000000 Penalty: 240168.750000
Iteration 243Q: 72 clusters Score -1.613671e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5223 members 
Mstep: Class 8 contains 46520 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 20812 members 
Mstep: Class 13 contains 40234 members 
Mstep: Class 14 contains 30823 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15528 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7027 members 
Mstep: Class 20 contains 389 members 
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Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 30782 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17250 members 
Mstep: Class 28 contains 26799 members 
Mstep: Class 29 contains 28440 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23601 members 
Mstep: Class 33 contains 11119 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14691 members 
Mstep: Class 42 contains 29853 members 
Mstep: Class 43 contains 7424 members 
Mstep: Class 44 contains 61461 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15463 members 
Mstep: Class 47 contains 2641 members 
Mstep: Class 48 contains 42380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21507 members 
Mstep: Class 52 contains 6897 members 
Mstep: Class 53 contains 3121 members 
Mstep: Class 54 contains 14572 members 
Mstep: Class 55 contains 29445 members 
Mstep: Class 56 contains 20116 members 
Mstep: Class 57 contains 2025 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16268 members 
Mstep: Class 60 contains 31769 members 
Mstep: Class 61 contains 4942 members 
Mstep: Class 62 contains 17111 members 
Mstep: Class 63 contains 30374 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
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Mstep: Class 67 contains 33320 members 
Mstep: Class 68 contains 29581 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28808 members 
Mstep: Class 71 contains 11724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367328.000000 Penalty: 240168.750000
Iteration 244Q: 72 clusters Score -1.613673e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 46505 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 20874 members 
Mstep: Class 13 contains 40258 members 
Mstep: Class 14 contains 30821 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5299 members 
Mstep: Class 24 contains 30709 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17272 members 
Mstep: Class 28 contains 26839 members 
Mstep: Class 29 contains 28437 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23636 members 
Mstep: Class 33 contains 11100 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14647 members 
Mstep: Class 42 contains 29902 members 
Mstep: Class 43 contains 7426 members 
Mstep: Class 44 contains 61439 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15447 members 
Mstep: Class 47 contains 2640 members 
Mstep: Class 48 contains 42371 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21498 members 
Mstep: Class 52 contains 6895 members 
Mstep: Class 53 contains 3121 members 
Mstep: Class 54 contains 14570 members 
Mstep: Class 55 contains 29417 members 
Mstep: Class 56 contains 20137 members 
Mstep: Class 57 contains 2025 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16167 members 
Mstep: Class 60 contains 31795 members 
Mstep: Class 61 contains 4937 members 
Mstep: Class 62 contains 17115 members 
Mstep: Class 63 contains 30335 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 14178 members 
Mstep: Class 67 contains 33373 members 
Mstep: Class 68 contains 29589 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28761 members 
Mstep: Class 71 contains 11571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367120.000000 Penalty: 240168.750000
Iteration 245Q: 72 clusters Score -1.613671e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 46476 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 20872 members 
Mstep: Class 13 contains 40292 members 
Mstep: Class 14 contains 30821 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7008 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 30637 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17289 members 
Mstep: Class 28 contains 26887 members 
Mstep: Class 29 contains 28419 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23681 members 
Mstep: Class 33 contains 11084 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14595 members 
Mstep: Class 42 contains 29974 members 
Mstep: Class 43 contains 7425 members 
Mstep: Class 44 contains 61419 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15430 members 
Mstep: Class 47 contains 2640 members 
Mstep: Class 48 contains 42361 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21478 members 
Mstep: Class 52 contains 6892 members 
Mstep: Class 53 contains 3123 members 
Mstep: Class 54 contains 14560 members 
Mstep: Class 55 contains 29414 members 
Mstep: Class 56 contains 20150 members 
Mstep: Class 57 contains 2023 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16077 members 
Mstep: Class 60 contains 31830 members 
Mstep: Class 61 contains 4932 members 
Mstep: Class 62 contains 17124 members 
Mstep: Class 63 contains 30298 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 14401 members 
Mstep: Class 67 contains 33389 members 
Mstep: Class 68 contains 29595 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28731 members 
Mstep: Class 71 contains 11513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366848.000000 Penalty: 240168.750000
Iteration 246Q: 72 clusters Score -1.613668e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 46455 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 20843 members 
Mstep: Class 13 contains 40325 members 
Mstep: Class 14 contains 30809 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15480 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 7006 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 30564 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17302 members 
Mstep: Class 28 contains 26927 members 
Mstep: Class 29 contains 28405 members 
Mstep: Class 30 contains 3823 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23723 members 
Mstep: Class 33 contains 11057 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14569 members 
Mstep: Class 42 contains 30041 members 
Mstep: Class 43 contains 7424 members 
Mstep: Class 44 contains 61414 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15421 members 
Mstep: Class 47 contains 2641 members 
Mstep: Class 48 contains 42349 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21469 members 
Mstep: Class 52 contains 6899 members 
Mstep: Class 53 contains 3121 members 
Mstep: Class 54 contains 14556 members 
Mstep: Class 55 contains 29380 members 
Mstep: Class 56 contains 20169 members 
Mstep: Class 57 contains 2021 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 16004 members 
Mstep: Class 60 contains 31860 members 
Mstep: Class 61 contains 4929 members 
Mstep: Class 62 contains 17124 members 
Mstep: Class 63 contains 30285 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 14557 members 
Mstep: Class 67 contains 33409 members 
Mstep: Class 68 contains 29605 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28700 members 
Mstep: Class 71 contains 11502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366656.000000 Penalty: 240168.750000
Iteration 247Q: 72 clusters Score -1.613667e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5296 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 46438 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 20823 members 
Mstep: Class 13 contains 40357 members 
Mstep: Class 14 contains 30789 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15475 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6999 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 30493 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17322 members 
Mstep: Class 28 contains 26956 members 
Mstep: Class 29 contains 28405 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23781 members 
Mstep: Class 33 contains 11035 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14560 members 
Mstep: Class 42 contains 30096 members 
Mstep: Class 43 contains 7422 members 
Mstep: Class 44 contains 61394 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15413 members 
Mstep: Class 47 contains 2641 members 
Mstep: Class 48 contains 42339 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21451 members 
Mstep: Class 52 contains 6899 members 
Mstep: Class 53 contains 3120 members 
Mstep: Class 54 contains 14544 members 
Mstep: Class 55 contains 29345 members 
Mstep: Class 56 contains 20169 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15913 members 
Mstep: Class 60 contains 31880 members 
Mstep: Class 61 contains 4922 members 
Mstep: Class 62 contains 17123 members 
Mstep: Class 63 contains 30296 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 14691 members 
Mstep: Class 67 contains 33428 members 
Mstep: Class 68 contains 29614 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28692 members 
Mstep: Class 71 contains 11498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366816.000000 Penalty: 240168.750000
Iteration 248Q: 72 clusters Score -1.613668e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5295 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 46412 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 40401 members 
Mstep: Class 14 contains 30780 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15463 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6993 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 30434 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17336 members 
Mstep: Class 28 contains 26974 members 
Mstep: Class 29 contains 28399 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23822 members 
Mstep: Class 33 contains 11015 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14553 members 
Mstep: Class 42 contains 30130 members 
Mstep: Class 43 contains 7423 members 
Mstep: Class 44 contains 61367 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15403 members 
Mstep: Class 47 contains 2642 members 
Mstep: Class 48 contains 42333 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21419 members 
Mstep: Class 52 contains 6897 members 
Mstep: Class 53 contains 3119 members 
Mstep: Class 54 contains 14533 members 
Mstep: Class 55 contains 29292 members 
Mstep: Class 56 contains 20197 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15845 members 
Mstep: Class 60 contains 31890 members 
Mstep: Class 61 contains 4919 members 
Mstep: Class 62 contains 17134 members 
Mstep: Class 63 contains 30311 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 14833 members 
Mstep: Class 67 contains 33433 members 
Mstep: Class 68 contains 29611 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28722 members 
Mstep: Class 71 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367136.000000 Penalty: 240168.750000
Iteration 249Q: 72 clusters Score -1.613671e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5294 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 8 contains 46419 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 20750 members 
Mstep: Class 13 contains 40412 members 
Mstep: Class 14 contains 30765 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15454 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6988 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 30370 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17348 members 
Mstep: Class 28 contains 27021 members 
Mstep: Class 29 contains 28391 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23875 members 
Mstep: Class 33 contains 10994 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14542 members 
Mstep: Class 42 contains 30186 members 
Mstep: Class 43 contains 7423 members 
Mstep: Class 44 contains 61333 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15398 members 
Mstep: Class 47 contains 2641 members 
Mstep: Class 48 contains 42332 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21386 members 
Mstep: Class 52 contains 6896 members 
Mstep: Class 53 contains 3119 members 
Mstep: Class 54 contains 14528 members 
Mstep: Class 55 contains 29226 members 
Mstep: Class 56 contains 20210 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15771 members 
Mstep: Class 60 contains 31902 members 
Mstep: Class 61 contains 4920 members 
Mstep: Class 62 contains 17125 members 
Mstep: Class 63 contains 30322 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 691 members 
Mstep: Class 66 contains 14973 members 
Mstep: Class 67 contains 33427 members 
Mstep: Class 68 contains 29616 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28729 members 
Mstep: Class 71 contains 11540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367088.000000 Penalty: 240168.750000
Iteration 250Q: 72 clusters Score -1.613671e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 46439 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 20745 members 
Mstep: Class 13 contains 40395 members 
Mstep: Class 14 contains 30770 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15428 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6982 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 30315 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17355 members 
Mstep: Class 28 contains 27073 members 
Mstep: Class 29 contains 28380 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23927 members 
Mstep: Class 33 contains 10974 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14515 members 
Mstep: Class 42 contains 30227 members 
Mstep: Class 43 contains 7422 members 
Mstep: Class 44 contains 61313 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15380 members 
Mstep: Class 47 contains 2640 members 
Mstep: Class 48 contains 42318 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21323 members 
Mstep: Class 52 contains 6892 members 
Mstep: Class 53 contains 3120 members 
Mstep: Class 54 contains 14526 members 
Mstep: Class 55 contains 29131 members 
Mstep: Class 56 contains 20251 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15707 members 
Mstep: Class 60 contains 31908 members 
Mstep: Class 61 contains 4919 members 
Mstep: Class 62 contains 17121 members 
Mstep: Class 63 contains 30325 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 691 members 
Mstep: Class 66 contains 15131 members 
Mstep: Class 67 contains 33452 members 
Mstep: Class 68 contains 29615 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28750 members 
Mstep: Class 71 contains 11563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367376.000000 Penalty: 240168.750000
Iteration 251Q: 72 clusters Score -1.613674e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5210 members 
Mstep: Class 8 contains 46441 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 20733 members 
Mstep: Class 13 contains 40377 members 
Mstep: Class 14 contains 30771 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15418 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6976 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 30268 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17350 members 
Mstep: Class 28 contains 27093 members 
Mstep: Class 29 contains 28343 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 23975 members 
Mstep: Class 33 contains 10947 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14494 members 
Mstep: Class 42 contains 30270 members 
Mstep: Class 43 contains 7423 members 
Mstep: Class 44 contains 61296 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15365 members 
Mstep: Class 47 contains 2640 members 
Mstep: Class 48 contains 42312 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21259 members 
Mstep: Class 52 contains 6889 members 
Mstep: Class 53 contains 3122 members 
Mstep: Class 54 contains 14522 members 
Mstep: Class 55 contains 29034 members 
Mstep: Class 56 contains 20325 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15656 members 
Mstep: Class 60 contains 31911 members 
Mstep: Class 61 contains 4916 members 
Mstep: Class 62 contains 17097 members 
Mstep: Class 63 contains 30336 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 15302 members 
Mstep: Class 67 contains 33468 members 
Mstep: Class 68 contains 29607 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28808 members 
Mstep: Class 71 contains 11595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367648.000000 Penalty: 240168.750000
Iteration 252Q: 72 clusters Score -1.613676e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5207 members 
Mstep: Class 8 contains 46433 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 20711 members 
Mstep: Class 13 contains 40359 members 
Mstep: Class 14 contains 30771 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6968 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5301 members 
Mstep: Class 24 contains 30217 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17356 members 
Mstep: Class 28 contains 27114 members 
Mstep: Class 29 contains 28327 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24024 members 
Mstep: Class 33 contains 10915 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14477 members 
Mstep: Class 42 contains 30319 members 
Mstep: Class 43 contains 7423 members 
Mstep: Class 44 contains 61275 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15354 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 42314 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21196 members 
Mstep: Class 52 contains 6887 members 
Mstep: Class 53 contains 3119 members 
Mstep: Class 54 contains 14517 members 
Mstep: Class 55 contains 28974 members 
Mstep: Class 56 contains 20357 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15594 members 
Mstep: Class 60 contains 31909 members 
Mstep: Class 61 contains 4911 members 
Mstep: Class 62 contains 17072 members 
Mstep: Class 63 contains 30352 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 15484 members 
Mstep: Class 67 contains 33485 members 
Mstep: Class 68 contains 29600 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28862 members 
Mstep: Class 71 contains 11625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367824.000000 Penalty: 240168.750000
Iteration 253Q: 72 clusters Score -1.613678e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5206 members 
Mstep: Class 8 contains 46423 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 20635 members 
Mstep: Class 13 contains 40336 members 
Mstep: Class 14 contains 30777 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15394 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6966 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 30164 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17363 members 
Mstep: Class 28 contains 27112 members 
Mstep: Class 29 contains 28314 members 
Mstep: Class 30 contains 3819 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24062 members 
Mstep: Class 33 contains 10886 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14467 members 
Mstep: Class 42 contains 30379 members 
Mstep: Class 43 contains 7420 members 
Mstep: Class 44 contains 61257 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15351 members 
Mstep: Class 47 contains 2640 members 
Mstep: Class 48 contains 42321 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21130 members 
Mstep: Class 52 contains 6884 members 
Mstep: Class 53 contains 3119 members 
Mstep: Class 54 contains 14512 members 
Mstep: Class 55 contains 28927 members 
Mstep: Class 56 contains 20384 members 
Mstep: Class 57 contains 2019 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15540 members 
Mstep: Class 60 contains 31916 members 
Mstep: Class 61 contains 4910 members 
Mstep: Class 62 contains 17051 members 
Mstep: Class 63 contains 30337 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 15663 members 
Mstep: Class 67 contains 33503 members 
Mstep: Class 68 contains 29605 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28928 members 
Mstep: Class 71 contains 11679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368128.000000 Penalty: 240168.750000
Iteration 254Q: 72 clusters Score -1.613681e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5290 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 46438 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 20664 members 
Mstep: Class 13 contains 40319 members 
Mstep: Class 14 contains 30777 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6968 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5298 members 
Mstep: Class 24 contains 30097 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17370 members 
Mstep: Class 28 contains 27107 members 
Mstep: Class 29 contains 28289 members 
Mstep: Class 30 contains 3819 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24094 members 
Mstep: Class 33 contains 10858 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14458 members 
Mstep: Class 42 contains 30452 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61243 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15358 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 42317 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21040 members 
Mstep: Class 52 contains 6886 members 
Mstep: Class 53 contains 3120 members 
Mstep: Class 54 contains 14509 members 
Mstep: Class 55 contains 28903 members 
Mstep: Class 56 contains 20398 members 
Mstep: Class 57 contains 2019 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15501 members 
Mstep: Class 60 contains 31931 members 
Mstep: Class 61 contains 4902 members 
Mstep: Class 62 contains 17020 members 
Mstep: Class 63 contains 30319 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 15797 members 
Mstep: Class 67 contains 33481 members 
Mstep: Class 68 contains 29607 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28986 members 
Mstep: Class 71 contains 11718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367984.000000 Penalty: 240168.750000
Iteration 255Q: 72 clusters Score -1.61368e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5195 members 
Mstep: Class 8 contains 46453 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 20625 members 
Mstep: Class 13 contains 40290 members 
Mstep: Class 14 contains 30784 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15364 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6967 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 30019 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17371 members 
Mstep: Class 28 contains 27123 members 
Mstep: Class 29 contains 28270 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24118 members 
Mstep: Class 33 contains 10823 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14449 members 
Mstep: Class 42 contains 30506 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61228 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15372 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 42316 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 21000 members 
Mstep: Class 52 contains 6883 members 
Mstep: Class 53 contains 3118 members 
Mstep: Class 54 contains 14511 members 
Mstep: Class 55 contains 28897 members 
Mstep: Class 56 contains 20421 members 
Mstep: Class 57 contains 2019 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15474 members 
Mstep: Class 60 contains 31946 members 
Mstep: Class 61 contains 4898 members 
Mstep: Class 62 contains 16971 members 
Mstep: Class 63 contains 30297 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 15928 members 
Mstep: Class 67 contains 33462 members 
Mstep: Class 68 contains 29609 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29053 members 
Mstep: Class 71 contains 11766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367808.000000 Penalty: 240168.750000
Iteration 256Q: 72 clusters Score -1.613678e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 46476 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 20567 members 
Mstep: Class 13 contains 40249 members 
Mstep: Class 14 contains 30784 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15348 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6966 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5298 members 
Mstep: Class 24 contains 29948 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17383 members 
Mstep: Class 28 contains 27132 members 
Mstep: Class 29 contains 28254 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24135 members 
Mstep: Class 33 contains 10794 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14419 members 
Mstep: Class 42 contains 30536 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61208 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15382 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 42313 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20953 members 
Mstep: Class 52 contains 6879 members 
Mstep: Class 53 contains 3118 members 
Mstep: Class 54 contains 14509 members 
Mstep: Class 55 contains 28890 members 
Mstep: Class 56 contains 20459 members 
Mstep: Class 57 contains 2019 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15447 members 
Mstep: Class 60 contains 31956 members 
Mstep: Class 61 contains 4897 members 
Mstep: Class 62 contains 16936 members 
Mstep: Class 63 contains 30285 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 16064 members 
Mstep: Class 67 contains 33446 members 
Mstep: Class 68 contains 29617 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29130 members 
Mstep: Class 71 contains 11828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368064.000000 Penalty: 240168.750000
Iteration 257Q: 72 clusters Score -1.613681e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5193 members 
Mstep: Class 8 contains 46507 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 20539 members 
Mstep: Class 13 contains 40195 members 
Mstep: Class 14 contains 30785 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15348 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6963 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 29867 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17388 members 
Mstep: Class 28 contains 27121 members 
Mstep: Class 29 contains 28255 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24142 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14380 members 
Mstep: Class 42 contains 30555 members 
Mstep: Class 43 contains 7421 members 
Mstep: Class 44 contains 61189 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15372 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 42312 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20868 members 
Mstep: Class 52 contains 6876 members 
Mstep: Class 53 contains 3118 members 
Mstep: Class 54 contains 14511 members 
Mstep: Class 55 contains 28880 members 
Mstep: Class 56 contains 20504 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15421 members 
Mstep: Class 60 contains 31966 members 
Mstep: Class 61 contains 4896 members 
Mstep: Class 62 contains 16910 members 
Mstep: Class 63 contains 30260 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 16232 members 
Mstep: Class 67 contains 33424 members 
Mstep: Class 68 contains 29617 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29235 members 
Mstep: Class 71 contains 11895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367840.000000 Penalty: 240168.750000
Iteration 258Q: 72 clusters Score -1.613678e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5195 members 
Mstep: Class 8 contains 46515 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 20495 members 
Mstep: Class 13 contains 40166 members 
Mstep: Class 14 contains 30782 members 
Mstep: Class 15 contains 6744 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15343 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6968 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 29813 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17393 members 
Mstep: Class 28 contains 27124 members 
Mstep: Class 29 contains 28235 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24172 members 
Mstep: Class 33 contains 10742 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14329 members 
Mstep: Class 42 contains 30547 members 
Mstep: Class 43 contains 7418 members 
Mstep: Class 44 contains 61169 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15378 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 42297 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20809 members 
Mstep: Class 52 contains 6874 members 
Mstep: Class 53 contains 3117 members 
Mstep: Class 54 contains 14512 members 
Mstep: Class 55 contains 28913 members 
Mstep: Class 56 contains 20532 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15392 members 
Mstep: Class 60 contains 31980 members 
Mstep: Class 61 contains 4889 members 
Mstep: Class 62 contains 16870 members 
Mstep: Class 63 contains 30255 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 16406 members 
Mstep: Class 67 contains 33389 members 
Mstep: Class 68 contains 29616 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29330 members 
Mstep: Class 71 contains 11958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367968.000000 Penalty: 240168.750000
Iteration 259Q: 72 clusters Score -1.61368e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 46503 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 20491 members 
Mstep: Class 13 contains 40154 members 
Mstep: Class 14 contains 30789 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15347 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 29752 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17380 members 
Mstep: Class 28 contains 27120 members 
Mstep: Class 29 contains 28213 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24209 members 
Mstep: Class 33 contains 10713 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14270 members 
Mstep: Class 42 contains 30506 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 61167 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15382 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 42269 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20737 members 
Mstep: Class 52 contains 6873 members 
Mstep: Class 53 contains 3115 members 
Mstep: Class 54 contains 14517 members 
Mstep: Class 55 contains 28967 members 
Mstep: Class 56 contains 20566 members 
Mstep: Class 57 contains 2020 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15367 members 
Mstep: Class 60 contains 31981 members 
Mstep: Class 61 contains 4884 members 
Mstep: Class 62 contains 16832 members 
Mstep: Class 63 contains 30261 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 693 members 
Mstep: Class 66 contains 16566 members 
Mstep: Class 67 contains 33372 members 
Mstep: Class 68 contains 29622 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29408 members 
Mstep: Class 71 contains 12029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368160.000000 Penalty: 240168.750000
Iteration 260F: 72 clusters Score -1.613682e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 46482 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 20491 members 
Mstep: Class 13 contains 40158 members 
Mstep: Class 14 contains 30800 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15345 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 29704 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17375 members 
Mstep: Class 28 contains 27124 members 
Mstep: Class 29 contains 28185 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24247 members 
Mstep: Class 33 contains 10686 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14219 members 
Mstep: Class 42 contains 30489 members 
Mstep: Class 43 contains 7416 members 
Mstep: Class 44 contains 61159 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15369 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 42250 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20687 members 
Mstep: Class 52 contains 6873 members 
Mstep: Class 53 contains 3114 members 
Mstep: Class 54 contains 14523 members 
Mstep: Class 55 contains 29030 members 
Mstep: Class 56 contains 20593 members 
Mstep: Class 57 contains 2019 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15318 members 
Mstep: Class 60 contains 31984 members 
Mstep: Class 61 contains 4879 members 
Mstep: Class 62 contains 16788 members 
Mstep: Class 63 contains 30271 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 16709 members 
Mstep: Class 67 contains 33312 members 
Mstep: Class 68 contains 29612 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29480 members 
Mstep: Class 71 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368000.000000 Penalty: 240168.750000
Iteration 261Q: 72 clusters Score -1.61368e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5181 members 
Mstep: Class 8 contains 46451 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 20434 members 
Mstep: Class 13 contains 40172 members 
Mstep: Class 14 contains 30804 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15349 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 29641 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 17374 members 
Mstep: Class 28 contains 27137 members 
Mstep: Class 29 contains 28174 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24276 members 
Mstep: Class 33 contains 10655 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 14119 members 
Mstep: Class 42 contains 30419 members 
Mstep: Class 43 contains 7418 members 
Mstep: Class 44 contains 61162 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15358 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 42245 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20624 members 
Mstep: Class 52 contains 6873 members 
Mstep: Class 53 contains 3113 members 
Mstep: Class 54 contains 14522 members 
Mstep: Class 55 contains 29116 members 
Mstep: Class 56 contains 20613 members 
Mstep: Class 57 contains 2017 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15273 members 
Mstep: Class 60 contains 31988 members 
Mstep: Class 61 contains 4882 members 
Mstep: Class 62 contains 16746 members 
Mstep: Class 63 contains 30276 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 16893 members 
Mstep: Class 67 contains 33300 members 
Mstep: Class 68 contains 29613 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29537 members 
Mstep: Class 71 contains 12231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368032.000000 Penalty: 240168.750000
Iteration 262Q: 72 clusters Score -1.61368e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5176 members 
Mstep: Class 8 contains 46431 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 20346 members 
Mstep: Class 13 contains 40193 members 
Mstep: Class 14 contains 30807 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15356 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5298 members 
Mstep: Class 24 contains 29581 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17374 members 
Mstep: Class 28 contains 27129 members 
Mstep: Class 29 contains 28166 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24290 members 
Mstep: Class 33 contains 10618 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2850 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 13934 members 
Mstep: Class 42 contains 30325 members 
Mstep: Class 43 contains 7418 members 
Mstep: Class 44 contains 61158 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15341 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42241 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20563 members 
Mstep: Class 52 contains 6873 members 
Mstep: Class 53 contains 3115 members 
Mstep: Class 54 contains 14521 members 
Mstep: Class 55 contains 29245 members 
Mstep: Class 56 contains 20637 members 
Mstep: Class 57 contains 2018 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15238 members 
Mstep: Class 60 contains 31995 members 
Mstep: Class 61 contains 4879 members 
Mstep: Class 62 contains 16715 members 
Mstep: Class 63 contains 30283 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 17128 members 
Mstep: Class 67 contains 33323 members 
Mstep: Class 68 contains 29618 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29546 members 
Mstep: Class 71 contains 12404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368032.000000 Penalty: 240168.750000
Iteration 263Q: 72 clusters Score -1.61368e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5291 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 46407 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 20239 members 
Mstep: Class 13 contains 40196 members 
Mstep: Class 14 contains 30816 members 
Mstep: Class 15 contains 6734 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15372 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 29521 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17380 members 
Mstep: Class 28 contains 27172 members 
Mstep: Class 29 contains 28171 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24297 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 13649 members 
Mstep: Class 42 contains 30221 members 
Mstep: Class 43 contains 7417 members 
Mstep: Class 44 contains 61154 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15347 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42241 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20475 members 
Mstep: Class 52 contains 6871 members 
Mstep: Class 53 contains 3115 members 
Mstep: Class 54 contains 14532 members 
Mstep: Class 55 contains 29398 members 
Mstep: Class 56 contains 20659 members 
Mstep: Class 57 contains 2019 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15189 members 
Mstep: Class 60 contains 31990 members 
Mstep: Class 61 contains 4879 members 
Mstep: Class 62 contains 16696 members 
Mstep: Class 63 contains 30276 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 17408 members 
Mstep: Class 67 contains 33351 members 
Mstep: Class 68 contains 29614 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29509 members 
Mstep: Class 71 contains 12652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367808.000000 Penalty: 240168.750000
Iteration 264Q: 72 clusters Score -1.613678e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5290 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5169 members 
Mstep: Class 8 contains 46359 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 20107 members 
Mstep: Class 13 contains 40216 members 
Mstep: Class 14 contains 30826 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15383 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 29462 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17381 members 
Mstep: Class 28 contains 27205 members 
Mstep: Class 29 contains 28170 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24289 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 13213 members 
Mstep: Class 42 contains 30158 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 61132 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15338 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42258 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20368 members 
Mstep: Class 52 contains 6868 members 
Mstep: Class 53 contains 3114 members 
Mstep: Class 54 contains 14537 members 
Mstep: Class 55 contains 29492 members 
Mstep: Class 56 contains 20712 members 
Mstep: Class 57 contains 2018 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15147 members 
Mstep: Class 60 contains 31991 members 
Mstep: Class 61 contains 4878 members 
Mstep: Class 62 contains 16687 members 
Mstep: Class 63 contains 30268 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 17772 members 
Mstep: Class 67 contains 33372 members 
Mstep: Class 68 contains 29606 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29506 members 
Mstep: Class 71 contains 13029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367840.000000 Penalty: 240168.750000
Iteration 265Q: 72 clusters Score -1.613678e+08 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 46310 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19958 members 
Mstep: Class 13 contains 40236 members 
Mstep: Class 14 contains 30833 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5298 members 
Mstep: Class 24 contains 29396 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17375 members 
Mstep: Class 28 contains 27236 members 
Mstep: Class 29 contains 28135 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24293 members 
Mstep: Class 33 contains 10538 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12615 members 
Mstep: Class 42 contains 30114 members 
Mstep: Class 43 contains 7417 members 
Mstep: Class 44 contains 61122 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15321 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42251 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20313 members 
Mstep: Class 52 contains 6868 members 
Mstep: Class 53 contains 3112 members 
Mstep: Class 54 contains 14552 members 
Mstep: Class 55 contains 29594 members 
Mstep: Class 56 contains 20774 members 
Mstep: Class 57 contains 2018 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15107 members 
Mstep: Class 60 contains 31997 members 
Mstep: Class 61 contains 4871 members 
Mstep: Class 62 contains 16661 members 
Mstep: Class 63 contains 30280 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 18185 members 
Mstep: Class 67 contains 33380 members 
Mstep: Class 68 contains 29595 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29472 members 
Mstep: Class 71 contains 13514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368032.000000 Penalty: 240168.750000
Iteration 266Q: 72 clusters Score -1.61368e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 46250 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19757 members 
Mstep: Class 13 contains 40267 members 
Mstep: Class 14 contains 30825 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15423 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5299 members 
Mstep: Class 24 contains 29329 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17383 members 
Mstep: Class 28 contains 27299 members 
Mstep: Class 29 contains 28105 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24303 members 
Mstep: Class 33 contains 10507 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11948 members 
Mstep: Class 42 contains 30083 members 
Mstep: Class 43 contains 7417 members 
Mstep: Class 44 contains 61115 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15314 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 42251 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20255 members 
Mstep: Class 52 contains 6865 members 
Mstep: Class 53 contains 3110 members 
Mstep: Class 54 contains 14562 members 
Mstep: Class 55 contains 29659 members 
Mstep: Class 56 contains 20817 members 
Mstep: Class 57 contains 2018 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15068 members 
Mstep: Class 60 contains 32011 members 
Mstep: Class 61 contains 4866 members 
Mstep: Class 62 contains 16634 members 
Mstep: Class 63 contains 30315 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 18630 members 
Mstep: Class 67 contains 33399 members 
Mstep: Class 68 contains 29576 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29417 members 
Mstep: Class 71 contains 14061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368720.000000 Penalty: 240168.750000
Iteration 267Q: 72 clusters Score -1.613687e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 46181 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 19525 members 
Mstep: Class 13 contains 40297 members 
Mstep: Class 14 contains 30832 members 
Mstep: Class 15 contains 6725 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15439 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6944 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 29277 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 17378 members 
Mstep: Class 28 contains 27375 members 
Mstep: Class 29 contains 28078 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24335 members 
Mstep: Class 33 contains 10477 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1456 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11436 members 
Mstep: Class 42 contains 30107 members 
Mstep: Class 43 contains 7416 members 
Mstep: Class 44 contains 61098 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15318 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 42252 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20225 members 
Mstep: Class 52 contains 6860 members 
Mstep: Class 53 contains 3105 members 
Mstep: Class 54 contains 14577 members 
Mstep: Class 55 contains 29729 members 
Mstep: Class 56 contains 20876 members 
Mstep: Class 57 contains 2016 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 15024 members 
Mstep: Class 60 contains 32017 members 
Mstep: Class 61 contains 4866 members 
Mstep: Class 62 contains 16604 members 
Mstep: Class 63 contains 30313 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 19000 members 
Mstep: Class 67 contains 33409 members 
Mstep: Class 68 contains 29573 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29307 members 
Mstep: Class 71 contains 14521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368864.000000 Penalty: 240168.750000
Iteration 268Q: 72 clusters Score -1.613689e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5290 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 46122 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19279 members 
Mstep: Class 13 contains 40317 members 
Mstep: Class 14 contains 30833 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15439 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6940 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 29220 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17375 members 
Mstep: Class 28 contains 27442 members 
Mstep: Class 29 contains 28040 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24355 members 
Mstep: Class 33 contains 10433 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11098 members 
Mstep: Class 42 contains 30114 members 
Mstep: Class 43 contains 7413 members 
Mstep: Class 44 contains 61075 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15329 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 42264 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20228 members 
Mstep: Class 52 contains 6856 members 
Mstep: Class 53 contains 3103 members 
Mstep: Class 54 contains 14589 members 
Mstep: Class 55 contains 29791 members 
Mstep: Class 56 contains 20945 members 
Mstep: Class 57 contains 2017 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14993 members 
Mstep: Class 60 contains 32032 members 
Mstep: Class 61 contains 4866 members 
Mstep: Class 62 contains 16578 members 
Mstep: Class 63 contains 30314 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19266 members 
Mstep: Class 67 contains 33432 members 
Mstep: Class 68 contains 29583 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29214 members 
Mstep: Class 71 contains 14885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368992.000000 Penalty: 240168.750000
Iteration 269Q: 72 clusters Score -1.61369e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5290 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5181 members 
Mstep: Class 8 contains 46059 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 40358 members 
Mstep: Class 14 contains 30833 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15449 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6944 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 29168 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17370 members 
Mstep: Class 28 contains 27534 members 
Mstep: Class 29 contains 27982 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24386 members 
Mstep: Class 33 contains 10395 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10877 members 
Mstep: Class 42 contains 30160 members 
Mstep: Class 43 contains 7417 members 
Mstep: Class 44 contains 61053 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 42259 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20250 members 
Mstep: Class 52 contains 6852 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 14592 members 
Mstep: Class 55 contains 29795 members 
Mstep: Class 56 contains 21025 members 
Mstep: Class 57 contains 2017 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14967 members 
Mstep: Class 60 contains 32036 members 
Mstep: Class 61 contains 4860 members 
Mstep: Class 62 contains 16544 members 
Mstep: Class 63 contains 30307 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19419 members 
Mstep: Class 67 contains 33442 members 
Mstep: Class 68 contains 29585 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29119 members 
Mstep: Class 71 contains 15180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368928.000000 Penalty: 240168.750000
Iteration 270Q: 72 clusters Score -1.613689e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 45970 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 18928 members 
Mstep: Class 13 contains 40427 members 
Mstep: Class 14 contains 30838 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15446 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5290 members 
Mstep: Class 24 contains 29118 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17387 members 
Mstep: Class 28 contains 27640 members 
Mstep: Class 29 contains 27931 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24405 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1454 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10754 members 
Mstep: Class 42 contains 30228 members 
Mstep: Class 43 contains 7417 members 
Mstep: Class 44 contains 61039 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15361 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 42255 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20263 members 
Mstep: Class 52 contains 6845 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 14588 members 
Mstep: Class 55 contains 29795 members 
Mstep: Class 56 contains 21101 members 
Mstep: Class 57 contains 2016 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14939 members 
Mstep: Class 60 contains 32044 members 
Mstep: Class 61 contains 4855 members 
Mstep: Class 62 contains 16519 members 
Mstep: Class 63 contains 30301 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19519 members 
Mstep: Class 67 contains 33437 members 
Mstep: Class 68 contains 29597 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29017 members 
Mstep: Class 71 contains 15404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368496.000000 Penalty: 240168.750000
Iteration 271Q: 72 clusters Score -1.613685e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 45869 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 18808 members 
Mstep: Class 13 contains 40501 members 
Mstep: Class 14 contains 30829 members 
Mstep: Class 15 contains 6717 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6946 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5289 members 
Mstep: Class 24 contains 29089 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17395 members 
Mstep: Class 28 contains 27750 members 
Mstep: Class 29 contains 27895 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24433 members 
Mstep: Class 33 contains 10325 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10674 members 
Mstep: Class 42 contains 30300 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 61022 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15366 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 42240 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20290 members 
Mstep: Class 52 contains 6842 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 14588 members 
Mstep: Class 55 contains 29725 members 
Mstep: Class 56 contains 21199 members 
Mstep: Class 57 contains 2015 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14924 members 
Mstep: Class 60 contains 32052 members 
Mstep: Class 61 contains 4849 members 
Mstep: Class 62 contains 16493 members 
Mstep: Class 63 contains 30290 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19569 members 
Mstep: Class 67 contains 33440 members 
Mstep: Class 68 contains 29596 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28927 members 
Mstep: Class 71 contains 15580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368752.000000 Penalty: 240168.750000
Iteration 272Q: 72 clusters Score -1.613688e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5286 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 45793 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 18714 members 
Mstep: Class 13 contains 40512 members 
Mstep: Class 14 contains 30831 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15448 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5290 members 
Mstep: Class 24 contains 29063 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17415 members 
Mstep: Class 28 contains 27860 members 
Mstep: Class 29 contains 27853 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24477 members 
Mstep: Class 33 contains 10298 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2851 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10657 members 
Mstep: Class 42 contains 30377 members 
Mstep: Class 43 contains 7418 members 
Mstep: Class 44 contains 61002 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15351 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42231 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 20296 members 
Mstep: Class 52 contains 6840 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 14587 members 
Mstep: Class 55 contains 29618 members 
Mstep: Class 56 contains 21302 members 
Mstep: Class 57 contains 2014 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14893 members 
Mstep: Class 60 contains 32085 members 
Mstep: Class 61 contains 4846 members 
Mstep: Class 62 contains 16488 members 
Mstep: Class 63 contains 30263 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19556 members 
Mstep: Class 67 contains 33470 members 
Mstep: Class 68 contains 29601 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28881 members 
Mstep: Class 71 contains 15718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368864.000000 Penalty: 240168.750000
Iteration 273Q: 72 clusters Score -1.613689e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5286 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 45710 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 18638 members 
Mstep: Class 13 contains 40502 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 6713 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15444 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6949 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 29024 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17432 members 
Mstep: Class 28 contains 27972 members 
Mstep: Class 29 contains 27810 members 
Mstep: Class 30 contains 3808 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24505 members 
Mstep: Class 33 contains 10274 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10670 members 
Mstep: Class 42 contains 30424 members 
Mstep: Class 43 contains 7420 members 
Mstep: Class 44 contains 61012 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15325 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 42228 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20296 members 
Mstep: Class 52 contains 6834 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 14591 members 
Mstep: Class 55 contains 29483 members 
Mstep: Class 56 contains 21402 members 
Mstep: Class 57 contains 2013 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14854 members 
Mstep: Class 60 contains 32121 members 
Mstep: Class 61 contains 4845 members 
Mstep: Class 62 contains 16479 members 
Mstep: Class 63 contains 30250 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19522 members 
Mstep: Class 67 contains 33527 members 
Mstep: Class 68 contains 29593 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28855 members 
Mstep: Class 71 contains 15856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368816.000000 Penalty: 240168.750000
Iteration 274Q: 72 clusters Score -1.613688e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 45644 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 18582 members 
Mstep: Class 13 contains 40493 members 
Mstep: Class 14 contains 30844 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15453 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6951 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 28990 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17445 members 
Mstep: Class 28 contains 28112 members 
Mstep: Class 29 contains 27750 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24529 members 
Mstep: Class 33 contains 10235 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10682 members 
Mstep: Class 42 contains 30474 members 
Mstep: Class 43 contains 7421 members 
Mstep: Class 44 contains 61026 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15306 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 42235 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20312 members 
Mstep: Class 52 contains 6828 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 14599 members 
Mstep: Class 55 contains 29311 members 
Mstep: Class 56 contains 21506 members 
Mstep: Class 57 contains 2012 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14820 members 
Mstep: Class 60 contains 32141 members 
Mstep: Class 61 contains 4843 members 
Mstep: Class 62 contains 16458 members 
Mstep: Class 63 contains 30229 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19465 members 
Mstep: Class 67 contains 33573 members 
Mstep: Class 68 contains 29588 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28857 members 
Mstep: Class 71 contains 15974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369248.000000 Penalty: 240168.750000
Iteration 275Q: 72 clusters Score -1.613692e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5191 members 
Mstep: Class 8 contains 45583 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 18521 members 
Mstep: Class 13 contains 40468 members 
Mstep: Class 14 contains 30861 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15482 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6946 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 28981 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17449 members 
Mstep: Class 28 contains 28256 members 
Mstep: Class 29 contains 27679 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24542 members 
Mstep: Class 33 contains 10202 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10699 members 
Mstep: Class 42 contains 30513 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61020 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15294 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 42233 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20313 members 
Mstep: Class 52 contains 6827 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 14615 members 
Mstep: Class 55 contains 29149 members 
Mstep: Class 56 contains 21597 members 
Mstep: Class 57 contains 2012 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14793 members 
Mstep: Class 60 contains 32154 members 
Mstep: Class 61 contains 4844 members 
Mstep: Class 62 contains 16444 members 
Mstep: Class 63 contains 30217 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19447 members 
Mstep: Class 67 contains 33622 members 
Mstep: Class 68 contains 29576 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28863 members 
Mstep: Class 71 contains 16072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369296.000000 Penalty: 240168.750000
Iteration 276Q: 72 clusters Score -1.613693e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5195 members 
Mstep: Class 8 contains 45509 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 18459 members 
Mstep: Class 13 contains 40430 members 
Mstep: Class 14 contains 30866 members 
Mstep: Class 15 contains 6710 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15492 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 28971 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17450 members 
Mstep: Class 28 contains 28371 members 
Mstep: Class 29 contains 27623 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24573 members 
Mstep: Class 33 contains 10179 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10730 members 
Mstep: Class 42 contains 30558 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61028 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15279 members 
Mstep: Class 47 contains 2631 members 
Mstep: Class 48 contains 42229 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20312 members 
Mstep: Class 52 contains 6818 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 14613 members 
Mstep: Class 55 contains 29018 members 
Mstep: Class 56 contains 21685 members 
Mstep: Class 57 contains 2012 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14770 members 
Mstep: Class 60 contains 32160 members 
Mstep: Class 61 contains 4842 members 
Mstep: Class 62 contains 16437 members 
Mstep: Class 63 contains 30215 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19440 members 
Mstep: Class 67 contains 33662 members 
Mstep: Class 68 contains 29573 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28871 members 
Mstep: Class 71 contains 16153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369184.000000 Penalty: 240168.750000
Iteration 277Q: 72 clusters Score -1.613692e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5196 members 
Mstep: Class 8 contains 45466 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 18422 members 
Mstep: Class 13 contains 40387 members 
Mstep: Class 14 contains 30871 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15504 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6940 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 28952 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17448 members 
Mstep: Class 28 contains 28463 members 
Mstep: Class 29 contains 27573 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24582 members 
Mstep: Class 33 contains 10161 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10760 members 
Mstep: Class 42 contains 30610 members 
Mstep: Class 43 contains 7418 members 
Mstep: Class 44 contains 61023 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15264 members 
Mstep: Class 47 contains 2629 members 
Mstep: Class 48 contains 42226 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20320 members 
Mstep: Class 52 contains 6814 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 14607 members 
Mstep: Class 55 contains 28878 members 
Mstep: Class 56 contains 21790 members 
Mstep: Class 57 contains 2012 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14749 members 
Mstep: Class 60 contains 32160 members 
Mstep: Class 61 contains 4844 members 
Mstep: Class 62 contains 16422 members 
Mstep: Class 63 contains 30206 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 695 members 
Mstep: Class 66 contains 19405 members 
Mstep: Class 67 contains 33708 members 
Mstep: Class 68 contains 29581 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28896 members 
Mstep: Class 71 contains 16231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369120.000000 Penalty: 240168.750000
Iteration 278Q: 72 clusters Score -1.613691e+08 nChanged 1415
Entering ConstructFrom: 
Score: -161369120.000000 Penalty: 240168.750000
Entering ConstructFrom: 
Trying to split cluster 1 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -199374.953125 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -199375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -197400.625000 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -197400.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -197812.015625 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -197812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -197940.562500 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -197940.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -198043.875000 Penalty: 3483.784424
	Iteration 3F: 3 clusters Score -198043.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -198113.984375 Penalty: 3483.784424
	Iteration 4Q: 3 clusters Score -198114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -198192.546875 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -198192.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -198272.703125 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -198272.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -198328.515625 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -198328.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -198373.062500 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -198373.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -198399.484375 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -198399.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -198429.046875 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -198429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -198449.046875 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -198449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -198469.765625 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -198469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198479.906250 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -198479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -198494.828125 Penalty: 3483.784424
	Iteration 14Q: 3 clusters Score -198494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -198511.859375 Penalty: 3483.784424
	Iteration 15Q: 3 clusters Score -198511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198532.171875 Penalty: 3483.784424
	Iteration 16Q: 3 clusters Score -198532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -198545.203125 Penalty: 3483.784424
	Iteration 17Q: 3 clusters Score -198545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -198557.828125 Penalty: 3483.784424
	Iteration 18Q: 3 clusters Score -198557.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -198569.343750 Penalty: 3483.784424
	Iteration 19Q: 3 clusters Score -198569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -198576.328125 Penalty: 3483.784424
	Iteration 20F: 3 clusters Score -198576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -198587.500000 Penalty: 3483.784424
	Iteration 21Q: 3 clusters Score -198587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -198595.281250 Penalty: 3483.784424
	Iteration 22Q: 3 clusters Score -198595.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -198607.140625 Penalty: 3483.784424
	Iteration 23Q: 3 clusters Score -198607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -198618.031250 Penalty: 3483.784424
	Iteration 24Q: 3 clusters Score -198618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -198636.828125 Penalty: 3483.784424
	Iteration 25Q: 3 clusters Score -198636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -198650.078125 Penalty: 3483.784424
	Iteration 26Q: 3 clusters Score -198650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -198670.531250 Penalty: 3483.784424
	Iteration 27Q: 3 clusters Score -198670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -198682.703125 Penalty: 3483.784424
	Iteration 28Q: 3 clusters Score -198682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -198687.781250 Penalty: 3483.784424
	Iteration 29Q: 3 clusters Score -198687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -198693.187500 Penalty: 3483.784424
	Iteration 30Q: 3 clusters Score -198693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -198693.531250 Penalty: 3483.784424
	Iteration 31Q: 3 clusters Score -198693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -198694.437500 Penalty: 3483.784424
	Iteration 32Q: 3 clusters Score -198694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -198695.484375 Penalty: 3483.784424
	Iteration 33Q: 3 clusters Score -198695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -198696.921875 Penalty: 3483.784424
	Iteration 34Q: 3 clusters Score -198696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -198700.015625 Penalty: 3483.784424
	Iteration 35Q: 3 clusters Score -198700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -198700.968750 Penalty: 3483.784424
	Iteration 36Q: 3 clusters Score -198701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -198702.437500 Penalty: 3483.784424
	Iteration 37Q: 3 clusters Score -198702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -198702.750000 Penalty: 3483.784424
	Iteration 38Q: 3 clusters Score -198702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -198703.875000 Penalty: 3483.784424
	Iteration 39Q: 3 clusters Score -198703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -198704.546875 Penalty: 3483.784424
	Iteration 40F: 3 clusters Score -198704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39085.718750 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39085.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39216.785156 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39216.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39260.476562 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -39260.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39320.554688 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -39320.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39336.082031 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -39336.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39344.441406 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -39344.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39365.828125 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -39365.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39436.476562 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -39436.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39495.144531 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -39495.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39550.203125 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -39550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39569.855469 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -39569.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39583.476562 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -39583.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39599.867188 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -39599.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39613.550781 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -39613.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39615.855469 Penalty: 2845.339844
	Iteration 14Q: 3 clusters Score -39615.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39644.875000 Penalty: 2845.339844
	Iteration 15Q: 3 clusters Score -39644.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39644.875000 Penalty: 2845.339844
	Iteration 16F: 3 clusters Score -39644.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Entering Unmasked Estep 
Score: -1009808.375000 Penalty: 2125.917969
	Iteration 0F: 2 clusters Score -1009808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1005152.875000 Penalty: 4251.835938
	Iteration 0F: 3 clusters Score -1005153 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1006261.875000 Penalty: 4251.835938
	Iteration 1F: 3 clusters Score -1006262 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1006465.375000 Penalty: 4251.835938
	Iteration 2F: 3 clusters Score -1006465 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1006619.250000 Penalty: 4251.835938
	Iteration 3Q: 3 clusters Score -1006619 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1006758.875000 Penalty: 4251.835938
	Iteration 4Q: 3 clusters Score -1006759 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1006899.312500 Penalty: 4251.835938
	Iteration 5Q: 3 clusters Score -1006899 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1007063.062500 Penalty: 4251.835938
	Iteration 6Q: 3 clusters Score -1007063 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1007259.625000 Penalty: 4251.835938
	Iteration 7Q: 3 clusters Score -1007260 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1007518.750000 Penalty: 4251.835938
	Iteration 8Q: 3 clusters Score -1007519 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1007714.062500 Penalty: 4251.835938
	Iteration 9Q: 3 clusters Score -1007714 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1007887.437500 Penalty: 4251.835938
	Iteration 10Q: 3 clusters Score -1007887 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1008033.750000 Penalty: 4251.835938
	Iteration 11Q: 3 clusters Score -1008034 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1008148.250000 Penalty: 4251.835938
	Iteration 12Q: 3 clusters Score -1008148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1008265.500000 Penalty: 4251.835938
	Iteration 13Q: 3 clusters Score -1008266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1008388.312500 Penalty: 4251.835938
	Iteration 14Q: 3 clusters Score -1008388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1008517.375000 Penalty: 4251.835938
	Iteration 15Q: 3 clusters Score -1008517 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1008685.312500 Penalty: 4251.835938
	Iteration 16Q: 3 clusters Score -1008685 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1008805.625000 Penalty: 4251.835938
	Iteration 17Q: 3 clusters Score -1008806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1008911.187500 Penalty: 4251.835938
	Iteration 18Q: 3 clusters Score -1008911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1008995.562500 Penalty: 4251.835938
	Iteration 19Q: 3 clusters Score -1008996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1009061.375000 Penalty: 4251.835938
	Iteration 20F: 3 clusters Score -1009061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1009095.687500 Penalty: 4251.835938
	Iteration 21Q: 3 clusters Score -1009096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1009119.312500 Penalty: 4251.835938
	Iteration 22Q: 3 clusters Score -1009119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1009138.687500 Penalty: 4251.835938
	Iteration 23Q: 3 clusters Score -1009139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1009161.500000 Penalty: 4251.835938
	Iteration 24Q: 3 clusters Score -1009162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1009182.687500 Penalty: 4251.835938
	Iteration 25Q: 3 clusters Score -1009183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1009195.875000 Penalty: 4251.835938
	Iteration 26Q: 3 clusters Score -1009196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1009201.125000 Penalty: 4251.835938
	Iteration 27Q: 3 clusters Score -1009201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1009202.812500 Penalty: 4251.835938
	Iteration 28Q: 3 clusters Score -1009203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1009207.000000 Penalty: 4251.835938
	Iteration 29Q: 3 clusters Score -1009207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1009208.000000 Penalty: 4251.835938
	Iteration 30Q: 3 clusters Score -1009208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1009208.000000 Penalty: 4251.835938
	Iteration 31F: 3 clusters Score -1009208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -92492.851562 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -92492.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91056.726562 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -91056.73 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91288.296875 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -91288.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91367.375000 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -91367.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -91419.875000 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -91419.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91439.734375 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -91439.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91449.812500 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -91449.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91456.015625 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -91456.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91464.273438 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -91464.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91478.515625 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -91478.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91491.335938 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -91491.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91500.117188 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -91500.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91505.703125 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -91505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91511.218750 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -91511.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91516.945312 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -91516.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91520.625000 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -91520.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91532.703125 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -91532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91533.968750 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -91533.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91534.929688 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -91534.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91548.500000 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -91548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91554.242188 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -91554.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91572.375000 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -91572.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91573.953125 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -91573.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91574.578125 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -91574.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91575.515625 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -91575.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91576.562500 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -91576.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91576.562500 Penalty: 3123.366211
	Iteration 25F: 3 clusters Score -91576.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -99340.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -99340.26 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 292 members 
Entering Unmasked Estep 
Score: -97793.359375 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97793.36 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98268.476562 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -98268.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98523.351562 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98523.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -98602.218750 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -98602.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -98651.859375 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -98651.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98688.125000 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -98688.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -98720.500000 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -98720.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -98741.414062 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -98741.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98764.726562 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -98764.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98776.953125 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -98776.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98789.820312 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -98789.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98801.226562 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -98801.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98809.617188 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -98809.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98814.828125 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -98814.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98818.367188 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -98818.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98818.367188 Penalty: 3197.863525
	Iteration 15F: 3 clusters Score -98818.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -41942.628906 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -41942.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40727.429688 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -40727.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41065.707031 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -41065.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41284.363281 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -41284.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41385.488281 Penalty: 2873.334717
	Iteration 3F: 3 clusters Score -41385.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41423.601562 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -41423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41511.808594 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -41511.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41549.812500 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -41549.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41583.679688 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -41583.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41602.464844 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -41602.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41605.203125 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -41605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41605.203125 Penalty: 2873.334717
	Iteration 10F: 3 clusters Score -41605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1035297.250000 Penalty: 2121.847412
	Iteration 0F: 2 clusters Score -1035297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1030659.562500 Penalty: 4243.694824
	Iteration 0F: 3 clusters Score -1030660 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1031806.250000 Penalty: 4243.694824
	Iteration 1F: 3 clusters Score -1031806 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1031979.250000 Penalty: 4243.694824
	Iteration 2F: 3 clusters Score -1031979 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1032072.812500 Penalty: 4243.694824
	Iteration 3Q: 3 clusters Score -1032073 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1032146.187500 Penalty: 4243.694824
	Iteration 4Q: 3 clusters Score -1032146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1032205.875000 Penalty: 4243.694824
	Iteration 5Q: 3 clusters Score -1032206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1032265.937500 Penalty: 4243.694824
	Iteration 6Q: 3 clusters Score -1032266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1032311.562500 Penalty: 4243.694824
	Iteration 7Q: 3 clusters Score -1032312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1032353.562500 Penalty: 4243.694824
	Iteration 8Q: 3 clusters Score -1032354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1032386.250000 Penalty: 4243.694824
	Iteration 9Q: 3 clusters Score -1032386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1032422.125000 Penalty: 4243.694824
	Iteration 10Q: 3 clusters Score -1032422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1032455.687500 Penalty: 4243.694824
	Iteration 11Q: 3 clusters Score -1032456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1032487.062500 Penalty: 4243.694824
	Iteration 12Q: 3 clusters Score -1032487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1032514.000000 Penalty: 4243.694824
	Iteration 13Q: 3 clusters Score -1032514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1032540.687500 Penalty: 4243.694824
	Iteration 14Q: 3 clusters Score -1032541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1032577.500000 Penalty: 4243.694824
	Iteration 15Q: 3 clusters Score -1032578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1032616.750000 Penalty: 4243.694824
	Iteration 16Q: 3 clusters Score -1032617 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1032659.812500 Penalty: 4243.694824
	Iteration 17Q: 3 clusters Score -1032660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1032702.500000 Penalty: 4243.694824
	Iteration 18Q: 3 clusters Score -1032702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1032746.750000 Penalty: 4243.694824
	Iteration 19Q: 3 clusters Score -1032747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1032794.375000 Penalty: 4243.694824
	Iteration 20F: 3 clusters Score -1032794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1032845.750000 Penalty: 4243.694824
	Iteration 21Q: 3 clusters Score -1032846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1032908.062500 Penalty: 4243.694824
	Iteration 22Q: 3 clusters Score -1032908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1032961.562500 Penalty: 4243.694824
	Iteration 23Q: 3 clusters Score -1032962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1033013.687500 Penalty: 4243.694824
	Iteration 24Q: 3 clusters Score -1033014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1033074.125000 Penalty: 4243.694824
	Iteration 25Q: 3 clusters Score -1033074 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1033143.937500 Penalty: 4243.694824
	Iteration 26Q: 3 clusters Score -1033144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1033198.500000 Penalty: 4243.694824
	Iteration 27Q: 3 clusters Score -1033198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1033249.250000 Penalty: 4243.694824
	Iteration 28Q: 3 clusters Score -1033249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1033298.937500 Penalty: 4243.694824
	Iteration 29Q: 3 clusters Score -1033299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1033340.437500 Penalty: 4243.694824
	Iteration 30Q: 3 clusters Score -1033340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1033368.562500 Penalty: 4243.694824
	Iteration 31Q: 3 clusters Score -1033369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1033389.000000 Penalty: 4243.694824
	Iteration 32Q: 3 clusters Score -1033389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1033401.000000 Penalty: 4243.694824
	Iteration 33Q: 3 clusters Score -1033401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1033412.000000 Penalty: 4243.694824
	Iteration 34Q: 3 clusters Score -1033412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1033423.375000 Penalty: 4243.694824
	Iteration 35Q: 3 clusters Score -1033423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1033428.312500 Penalty: 4243.694824
	Iteration 36Q: 3 clusters Score -1033428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1033429.187500 Penalty: 4243.694824
	Iteration 37Q: 3 clusters Score -1033429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1033430.937500 Penalty: 4243.694824
	Iteration 38Q: 3 clusters Score -1033431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1033432.875000 Penalty: 4243.694824
	Iteration 39Q: 3 clusters Score -1033433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1033432.875000 Penalty: 4243.694824
	Iteration 40F: 3 clusters Score -1033433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Entering Unmasked Estep 
Score: -8716629.000000 Penalty: 2659.610596
	Iteration 0F: 2 clusters Score -8716629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -8689925.000000 Penalty: 5319.221191
	Iteration 0F: 3 clusters Score -8689925 nChanged 20836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -8701316.000000 Penalty: 5319.221191
	Iteration 1F: 3 clusters Score -8701316 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -8701827.000000 Penalty: 5319.221191
	Iteration 2Q: 3 clusters Score -8701827 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8702277.000000 Penalty: 5319.221191
	Iteration 3Q: 3 clusters Score -8702277 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -8702746.000000 Penalty: 5319.221191
	Iteration 4Q: 3 clusters Score -8702746 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -8703417.000000 Penalty: 5319.221191
	Iteration 5Q: 3 clusters Score -8703417 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -8704262.000000 Penalty: 5319.221191
	Iteration 6Q: 3 clusters Score -8704262 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -8705289.000000 Penalty: 5319.221191
	Iteration 7F: 3 clusters Score -8705289 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -8706678.000000 Penalty: 5319.221191
	Iteration 8F: 3 clusters Score -8706678 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -8708081.000000 Penalty: 5319.221191
	Iteration 9F: 3 clusters Score -8708081 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -8709275.000000 Penalty: 5319.221191
	Iteration 10Q: 3 clusters Score -8709275 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -8709848.000000 Penalty: 5319.221191
	Iteration 11Q: 3 clusters Score -8709848 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -8710076.000000 Penalty: 5319.221191
	Iteration 12Q: 3 clusters Score -8710076 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -8710155.000000 Penalty: 5319.221191
	Iteration 13Q: 3 clusters Score -8710155 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -8710168.000000 Penalty: 5319.221191
	Iteration 14Q: 3 clusters Score -8710168 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -8710178.000000 Penalty: 5319.221191
	Iteration 15Q: 3 clusters Score -8710178 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -8710188.000000 Penalty: 5319.221191
	Iteration 16Q: 3 clusters Score -8710188 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -8710226.000000 Penalty: 5319.221191
	Iteration 17Q: 3 clusters Score -8710226 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -8710247.000000 Penalty: 5319.221191
	Iteration 18Q: 3 clusters Score -8710247 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -8710267.000000 Penalty: 5319.221191
	Iteration 19Q: 3 clusters Score -8710267 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -8710257.000000 Penalty: 5319.221191
	Iteration 20F: 3 clusters Score -8710257 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -8710306.000000 Penalty: 5319.221191
	Iteration 21Q: 3 clusters Score -8710306 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -8710371.000000 Penalty: 5319.221191
	Iteration 22Q: 3 clusters Score -8710371 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -8710421.000000 Penalty: 5319.221191
	Iteration 23Q: 3 clusters Score -8710421 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -8710505.000000 Penalty: 5319.221191
	Iteration 24Q: 3 clusters Score -8710505 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -8710651.000000 Penalty: 5319.221191
	Iteration 25Q: 3 clusters Score -8710651 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -8710743.000000 Penalty: 5319.221191
	Iteration 26Q: 3 clusters Score -8710743 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -8710963.000000 Penalty: 5319.221191
	Iteration 27Q: 3 clusters Score -8710963 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -8711178.000000 Penalty: 5319.221191
	Iteration 28Q: 3 clusters Score -8711178 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -8711444.000000 Penalty: 5319.221191
	Iteration 29Q: 3 clusters Score -8711444 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -8711781.000000 Penalty: 5319.221191
	Iteration 30Q: 3 clusters Score -8711781 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -8712270.000000 Penalty: 5319.221191
	Iteration 31Q: 3 clusters Score -8712270 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -8712809.000000 Penalty: 5319.221191
	Iteration 32Q: 3 clusters Score -8712809 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -8713444.000000 Penalty: 5319.221191
	Iteration 33Q: 3 clusters Score -8713444 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -8714023.000000 Penalty: 5319.221191
	Iteration 34Q: 3 clusters Score -8714023 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -8714533.000000 Penalty: 5319.221191
	Iteration 35Q: 3 clusters Score -8714533 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -8714951.000000 Penalty: 5319.221191
	Iteration 36Q: 3 clusters Score -8714951 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -8715313.000000 Penalty: 5319.221191
	Iteration 37Q: 3 clusters Score -8715313 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -8715533.000000 Penalty: 5319.221191
	Iteration 38Q: 3 clusters Score -8715533 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -8715695.000000 Penalty: 5319.221191
	Iteration 39Q: 3 clusters Score -8715695 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -8716242.000000 Penalty: 5319.221191
	Iteration 40F: 3 clusters Score -8716242 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -8716617.000000 Penalty: 5319.221191
	Iteration 41Q: 3 clusters Score -8716617 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -8716873.000000 Penalty: 5319.221191
	Iteration 42Q: 3 clusters Score -8716873 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -8717025.000000 Penalty: 5319.221191
	Iteration 43Q: 3 clusters Score -8717025 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -8717149.000000 Penalty: 5319.221191
	Iteration 44Q: 3 clusters Score -8717149 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -8717223.000000 Penalty: 5319.221191
	Iteration 45Q: 3 clusters Score -8717223 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -8717272.000000 Penalty: 5319.221191
	Iteration 46Q: 3 clusters Score -8717272 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -8717299.000000 Penalty: 5319.221191
	Iteration 47Q: 3 clusters Score -8717299 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -8717329.000000 Penalty: 5319.221191
	Iteration 48Q: 3 clusters Score -8717329 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -8717384.000000 Penalty: 5319.221191
	Iteration 49Q: 3 clusters Score -8717384 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -8717376.000000 Penalty: 5319.221191
	Iteration 50Q: 3 clusters Score -8717376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -8717370.000000 Penalty: 5319.221191
	Iteration 51Q: 3 clusters Score -8717370 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -8717387.000000 Penalty: 5319.221191
	Iteration 52Q: 3 clusters Score -8717387 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -8717355.000000 Penalty: 5319.221191
	Iteration 53Q: 3 clusters Score -8717355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -8717397.000000 Penalty: 5319.221191
	Iteration 54Q: 3 clusters Score -8717397 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -8717416.000000 Penalty: 5319.221191
	Iteration 55Q: 3 clusters Score -8717416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -8717409.000000 Penalty: 5319.221191
	Iteration 56Q: 3 clusters Score -8717409 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -8717446.000000 Penalty: 5319.221191
	Iteration 57Q: 3 clusters Score -8717446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -8717453.000000 Penalty: 5319.221191
	Iteration 58Q: 3 clusters Score -8717453 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -8717457.000000 Penalty: 5319.221191
	Iteration 59Q: 3 clusters Score -8717457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -8717457.000000 Penalty: 5319.221191
	Iteration 60F: 3 clusters Score -8717457 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -8717464.000000 Penalty: 5319.221191
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8717476 nChanged 124
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Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8717477 nChanged 121
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Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8717487 nChanged 94
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Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8717495 nChanged 93
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Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26429 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8717517 nChanged 73
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Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8717513 nChanged 66
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Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8717483 nChanged 93
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Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8717507 nChanged 69
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Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8717501 nChanged 58
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Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8717515 nChanged 67
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Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8717529 nChanged 64
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Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8717543 nChanged 58
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Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8717526 nChanged 62
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Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8717537 nChanged 53
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Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8717539 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8717539 nChanged 42
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Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8717523 nChanged 39
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Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8717541 nChanged 34
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Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8717532 nChanged 36
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Mstep: Class 1 contains 25519 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8717538 nChanged 31
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Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 19956 members 
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	Iteration 86Q: 3 clusters Score -8717547 nChanged 42
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Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25386 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25356 members 
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	Iteration 90Q: 3 clusters Score -8717544 nChanged 23
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Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25308 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25281 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8717560 nChanged 27
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Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 20190 members 
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Mstep: Class 1 contains 25227 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25156 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8717580 nChanged 51
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Mstep: Class 1 contains 25105 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8717574 nChanged 60
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Mstep: Class 1 contains 25047 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8717592 nChanged 72
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Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8717595 nChanged 66
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Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8717614 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8717606 nChanged 59
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Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8717592 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8717609 nChanged 47
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Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 20739 members 
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Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8717607 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24631 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8717600 nChanged 32
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Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 20843 members 
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	Iteration 108Q: 3 clusters Score -8717600 nChanged 23
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Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 20866 members 
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	Iteration 109Q: 3 clusters Score -8717607 nChanged 17
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Mstep: Class 1 contains 24561 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8717610 nChanged 21
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Mstep: Class 1 contains 24540 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8717612 nChanged 16
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	Iteration 112Q: 3 clusters Score -8717612 nChanged 15
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	Iteration 113Q: 3 clusters Score -8717609 nChanged 10
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Mstep: Class 1 contains 24499 members 
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	Iteration 114Q: 3 clusters Score -8717612 nChanged 8
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Mstep: Class 1 contains 24491 members 
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	Iteration 115Q: 3 clusters Score -8717607 nChanged 5
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Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8717612 nChanged 7
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Mstep: Class 1 contains 24479 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8717613 nChanged 5
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Mstep: Class 1 contains 24474 members 
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	Iteration 118Q: 3 clusters Score -8717605 nChanged 5
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Mstep: Class 1 contains 24469 members 
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	Iteration 119Q: 3 clusters Score -8717609 nChanged 6
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Mstep: Class 1 contains 24463 members 
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	Iteration 120F: 3 clusters Score -8717602 nChanged 3
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Mstep: Class 1 contains 24460 members 
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	Iteration 121Q: 3 clusters Score -8717603 nChanged 4
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Mstep: Class 1 contains 24456 members 
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	Iteration 122Q: 3 clusters Score -8717610 nChanged 3
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Mstep: Class 1 contains 24453 members 
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	Iteration 123Q: 3 clusters Score -8717603 nChanged 3
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	Iteration 124Q: 3 clusters Score -8717595 nChanged 2
Entering Unmasked Mstep 
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	Iteration 125Q: 3 clusters Score -8717594 nChanged 4
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	Iteration 126Q: 3 clusters Score -8717598 nChanged 5
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	Iteration 127Q: 3 clusters Score -8717606 nChanged 5
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	Iteration 128Q: 3 clusters Score -8717601 nChanged 7
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8717599 nChanged 6
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	Iteration 130Q: 3 clusters Score -8717596 nChanged 6
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	Iteration 131Q: 3 clusters Score -8717592 nChanged 11
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	Iteration 132Q: 3 clusters Score -8717599 nChanged 9
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	Iteration 133Q: 3 clusters Score -8717596 nChanged 11
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	Iteration 134Q: 3 clusters Score -8717597 nChanged 12
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	Iteration 135Q: 3 clusters Score -8717588 nChanged 8
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	Iteration 137Q: 3 clusters Score -8717596 nChanged 18
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	Iteration 138Q: 3 clusters Score -8717608 nChanged 22
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	Iteration 139Q: 3 clusters Score -8717601 nChanged 19
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	Iteration 140F: 3 clusters Score -8717618 nChanged 17
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	Iteration 141Q: 3 clusters Score -8717619 nChanged 20
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	Iteration 142Q: 3 clusters Score -8717630 nChanged 21
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	Iteration 143Q: 3 clusters Score -8717634 nChanged 16
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	Iteration 145Q: 3 clusters Score -8717627 nChanged 7
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	Iteration 149Q: 3 clusters Score -8717637 nChanged 7
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	Iteration 151Q: 3 clusters Score -8717648 nChanged 8
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	Iteration 154Q: 3 clusters Score -8717646 nChanged 8
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Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -8717635.000000 Penalty: 5319.221191
	Iteration 155Q: 3 clusters Score -8717635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -8717641.000000 Penalty: 5319.221191
	Iteration 156Q: 3 clusters Score -8717641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -8717634.000000 Penalty: 5319.221191
	Iteration 157Q: 3 clusters Score -8717634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -8717634.000000 Penalty: 5319.221191
	Iteration 158Q: 3 clusters Score -8717634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8717637.000000 Penalty: 5319.221191
	Iteration 159Q: 3 clusters Score -8717637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -8717631.000000 Penalty: 5319.221191
	Iteration 160F: 3 clusters Score -8717631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -8717628.000000 Penalty: 5319.221191
	Iteration 161Q: 3 clusters Score -8717628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8717627.000000 Penalty: 5319.221191
	Iteration 162Q: 3 clusters Score -8717627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -8717631.000000 Penalty: 5319.221191
	Iteration 163Q: 3 clusters Score -8717631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -8717645.000000 Penalty: 5319.221191
	Iteration 164Q: 3 clusters Score -8717645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8717637.000000 Penalty: 5319.221191
	Iteration 165Q: 3 clusters Score -8717637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8717650.000000 Penalty: 5319.221191
	Iteration 166Q: 3 clusters Score -8717650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -8717648.000000 Penalty: 5319.221191
	Iteration 167Q: 3 clusters Score -8717648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -8717648.000000 Penalty: 5319.221191
	Iteration 168F: 3 clusters Score -8717648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 24089 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 40340 members 
Mstep: Class 14 contains 30874 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 28941 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17444 members 
Mstep: Class 28 contains 28527 members 
Mstep: Class 29 contains 27520 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24587 members 
Mstep: Class 33 contains 10147 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10787 members 
Mstep: Class 42 contains 30667 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61013 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15244 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42211 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20355 members 
Mstep: Class 52 contains 6813 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 14615 members 
Mstep: Class 55 contains 28751 members 
Mstep: Class 56 contains 21917 members 
Mstep: Class 57 contains 2011 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14735 members 
Mstep: Class 60 contains 32163 members 
Mstep: Class 61 contains 4845 members 
Mstep: Class 62 contains 16389 members 
Mstep: Class 63 contains 30200 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 696 members 
Mstep: Class 66 contains 19382 members 
Mstep: Class 67 contains 33717 members 
Mstep: Class 68 contains 29584 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28930 members 
Mstep: Class 71 contains 16294 members 
Mstep: Class 72 contains 21355 members 
Entering Unmasked Estep 
Score: -161369600.000000 Penalty: 243551.406250
Splitting cluster 8 changes total score from -161369120.000000 to -161369600.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 9 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -74694.578125 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -74694.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73262.054688 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -73262.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73481.703125 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -73481.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73608.281250 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -73608.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73720.226562 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -73720.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73798.539062 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -73798.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73860.054688 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -73860.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73943.484375 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -73943.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74014.578125 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -74014.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74055.625000 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -74055.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74097.148438 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -74097.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74141.945312 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -74141.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74163.945312 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -74163.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74185.421875 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -74185.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74198.960938 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -74198.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74212.609375 Penalty: 3016.780762
	Iteration 14Q: 3 clusters Score -74212.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74217.312500 Penalty: 3016.780762
	Iteration 15Q: 3 clusters Score -74217.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74217.312500 Penalty: 3016.780762
	Iteration 16F: 3 clusters Score -74217.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -97772.601562 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -97772.6 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 287 members 
Entering Unmasked Estep 
Score: -96264.695312 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -96264.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96530.945312 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -96530.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96646.164062 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -96646.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96733.687500 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -96733.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96792.031250 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -96792.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96849.632812 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -96849.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96886.335938 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -96886.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96910.835938 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -96910.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96925.429688 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -96925.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96931.664062 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -96931.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96935.765625 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -96935.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96965.367188 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -96965.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96984.335938 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -96984.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97006.093750 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -97006.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97028.632812 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -97028.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97035.218750 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -97035.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97041.242188 Penalty: 3135.992188
	Iteration 16F: 3 clusters Score -97041.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97055.210938 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -97055.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97082.101562 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -97082.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97106.382812 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -97106.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97120.414062 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -97120.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97123.539062 Penalty: 3135.992188
	Iteration 21Q: 3 clusters Score -97123.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97128.226562 Penalty: 3135.992188
	Iteration 22Q: 3 clusters Score -97128.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97140.117188 Penalty: 3135.992188
	Iteration 23Q: 3 clusters Score -97140.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97157.257812 Penalty: 3135.992188
	Iteration 24Q: 3 clusters Score -97157.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97171.070312 Penalty: 3135.992188
	Iteration 25Q: 3 clusters Score -97171.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97183.742188 Penalty: 3135.992188
	Iteration 26Q: 3 clusters Score -97183.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97202.570312 Penalty: 3135.992188
	Iteration 27Q: 3 clusters Score -97202.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97216.585938 Penalty: 3135.992188
	Iteration 28Q: 3 clusters Score -97216.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97219.000000 Penalty: 3135.992188
	Iteration 29Q: 3 clusters Score -97219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97219.000000 Penalty: 3135.992188
	Iteration 30F: 3 clusters Score -97219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -522315.250000 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -522315.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -519300.593750 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -519300.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -520127.312500 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -520127.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -520616.250000 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -520616.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -520958.000000 Penalty: 3928.180908
	Iteration 3F: 3 clusters Score -520958 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -521228.875000 Penalty: 3928.180908
	Iteration 4F: 3 clusters Score -521228.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -521468.281250 Penalty: 3928.180908
	Iteration 5F: 3 clusters Score -521468.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -521644.031250 Penalty: 3928.180908
	Iteration 6F: 3 clusters Score -521644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -521741.312500 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -521741.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -521805.093750 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -521805.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -521840.187500 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -521840.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -521864.125000 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -521864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -521878.906250 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -521878.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -521887.187500 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -521887.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -521892.718750 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -521892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -521895.812500 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -521895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -521896.656250 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -521896.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -521897.156250 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -521897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -521897.156250 Penalty: 3928.180908
	Iteration 17F: 3 clusters Score -521897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Entering Unmasked Estep 
Score: -3876599.750000 Penalty: 2435.035645
	Iteration 0F: 2 clusters Score -3876600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3864946.750000 Penalty: 4870.071289
	Iteration 0F: 3 clusters Score -3864947 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3869066.750000 Penalty: 4870.071289
	Iteration 1F: 3 clusters Score -3869067 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3869383.250000 Penalty: 4870.071289
	Iteration 2F: 3 clusters Score -3869383 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3869648.000000 Penalty: 4870.071289
	Iteration 3Q: 3 clusters Score -3869648 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3869870.000000 Penalty: 4870.071289
	Iteration 4Q: 3 clusters Score -3869870 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3870038.000000 Penalty: 4870.071289
	Iteration 5Q: 3 clusters Score -3870038 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3870163.750000 Penalty: 4870.071289
	Iteration 6Q: 3 clusters Score -3870164 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3870283.500000 Penalty: 4870.071289
	Iteration 7Q: 3 clusters Score -3870284 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3870410.250000 Penalty: 4870.071289
	Iteration 8Q: 3 clusters Score -3870410 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3870535.250000 Penalty: 4870.071289
	Iteration 9Q: 3 clusters Score -3870535 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3870698.250000 Penalty: 4870.071289
	Iteration 10Q: 3 clusters Score -3870698 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3870905.750000 Penalty: 4870.071289
	Iteration 11Q: 3 clusters Score -3870906 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3871158.250000 Penalty: 4870.071289
	Iteration 12Q: 3 clusters Score -3871158 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3871417.000000 Penalty: 4870.071289
	Iteration 13Q: 3 clusters Score -3871417 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3871705.750000 Penalty: 4870.071289
	Iteration 14Q: 3 clusters Score -3871706 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3872228.000000 Penalty: 4870.071289
	Iteration 15F: 3 clusters Score -3872228 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3872777.000000 Penalty: 4870.071289
	Iteration 16F: 3 clusters Score -3872777 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3873235.500000 Penalty: 4870.071289
	Iteration 17Q: 3 clusters Score -3873236 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3873628.250000 Penalty: 4870.071289
	Iteration 18Q: 3 clusters Score -3873628 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3873965.250000 Penalty: 4870.071289
	Iteration 19Q: 3 clusters Score -3873965 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3874147.750000 Penalty: 4870.071289
	Iteration 20F: 3 clusters Score -3874148 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3874263.000000 Penalty: 4870.071289
	Iteration 21Q: 3 clusters Score -3874263 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3874335.000000 Penalty: 4870.071289
	Iteration 22Q: 3 clusters Score -3874335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3874366.250000 Penalty: 4870.071289
	Iteration 23Q: 3 clusters Score -3874366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3874399.000000 Penalty: 4870.071289
	Iteration 24Q: 3 clusters Score -3874399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3874414.500000 Penalty: 4870.071289
	Iteration 25Q: 3 clusters Score -3874414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3874429.750000 Penalty: 4870.071289
	Iteration 26Q: 3 clusters Score -3874430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3874447.750000 Penalty: 4870.071289
	Iteration 27Q: 3 clusters Score -3874448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3874464.000000 Penalty: 4870.071289
	Iteration 28Q: 3 clusters Score -3874464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3874481.250000 Penalty: 4870.071289
	Iteration 29Q: 3 clusters Score -3874481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3874483.250000 Penalty: 4870.071289
	Iteration 30Q: 3 clusters Score -3874483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3874481.750000 Penalty: 4870.071289
	Iteration 31Q: 3 clusters Score -3874482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3874496.250000 Penalty: 4870.071289
	Iteration 32Q: 3 clusters Score -3874496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3874501.000000 Penalty: 4870.071289
	Iteration 33Q: 3 clusters Score -3874501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3874499.500000 Penalty: 4870.071289
	Iteration 34Q: 3 clusters Score -3874500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3874505.000000 Penalty: 4870.071289
	Iteration 35Q: 3 clusters Score -3874505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3874505.000000 Penalty: 4870.071289
	Iteration 36F: 3 clusters Score -3874505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Entering Unmasked Estep 
Score: -7782628.000000 Penalty: 2630.064453
	Iteration 0F: 2 clusters Score -7782628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -7759152.500000 Penalty: 5260.128906
	Iteration 0F: 3 clusters Score -7759152 nChanged 18377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -7768975.000000 Penalty: 5260.128906
	Iteration 1F: 3 clusters Score -7768975 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -7769446.500000 Penalty: 5260.128906
	Iteration 2Q: 3 clusters Score -7769446 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -7769896.500000 Penalty: 5260.128906
	Iteration 3Q: 3 clusters Score -7769896 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -7770364.500000 Penalty: 5260.128906
	Iteration 4Q: 3 clusters Score -7770364 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -7770909.500000 Penalty: 5260.128906
	Iteration 5Q: 3 clusters Score -7770910 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -7771497.000000 Penalty: 5260.128906
	Iteration 6Q: 3 clusters Score -7771497 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -7772208.500000 Penalty: 5260.128906
	Iteration 7Q: 3 clusters Score -7772208 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -7773115.000000 Penalty: 5260.128906
	Iteration 8Q: 3 clusters Score -7773115 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -7774315.000000 Penalty: 5260.128906
	Iteration 9Q: 3 clusters Score -7774315 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -7775698.000000 Penalty: 5260.128906
	Iteration 10F: 3 clusters Score -7775698 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -7777080.500000 Penalty: 5260.128906
	Iteration 11F: 3 clusters Score -7777080 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -7778360.000000 Penalty: 5260.128906
	Iteration 12Q: 3 clusters Score -7778360 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -7779384.000000 Penalty: 5260.128906
	Iteration 13Q: 3 clusters Score -7779384 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -7780158.000000 Penalty: 5260.128906
	Iteration 14Q: 3 clusters Score -7780158 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -7780877.500000 Penalty: 5260.128906
	Iteration 15Q: 3 clusters Score -7780878 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -7781546.000000 Penalty: 5260.128906
	Iteration 16Q: 3 clusters Score -7781546 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -7782096.000000 Penalty: 5260.128906
	Iteration 17Q: 3 clusters Score -7782096 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -7782569.000000 Penalty: 5260.128906
	Iteration 18Q: 3 clusters Score -7782569 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -7782865.000000 Penalty: 5260.128906
	Iteration 19Q: 3 clusters Score -7782865 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -7783088.000000 Penalty: 5260.128906
	Iteration 20F: 3 clusters Score -7783088 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -7783259.000000 Penalty: 5260.128906
	Iteration 21Q: 3 clusters Score -7783259 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -7783313.500000 Penalty: 5260.128906
	Iteration 22Q: 3 clusters Score -7783314 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -7783348.000000 Penalty: 5260.128906
	Iteration 23Q: 3 clusters Score -7783348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -7783369.000000 Penalty: 5260.128906
	Iteration 24Q: 3 clusters Score -7783369 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -7783387.000000 Penalty: 5260.128906
	Iteration 25Q: 3 clusters Score -7783387 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -7783413.000000 Penalty: 5260.128906
	Iteration 26Q: 3 clusters Score -7783413 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -7783427.000000 Penalty: 5260.128906
	Iteration 27Q: 3 clusters Score -7783427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -7783452.000000 Penalty: 5260.128906
	Iteration 28Q: 3 clusters Score -7783452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -7783483.000000 Penalty: 5260.128906
	Iteration 29Q: 3 clusters Score -7783483 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -7783501.000000 Penalty: 5260.128906
	Iteration 30Q: 3 clusters Score -7783501 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -7783524.500000 Penalty: 5260.128906
	Iteration 31Q: 3 clusters Score -7783524 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -7783518.500000 Penalty: 5260.128906
	Iteration 32Q: 3 clusters Score -7783518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -7783544.500000 Penalty: 5260.128906
	Iteration 33Q: 3 clusters Score -7783544 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -7783524.500000 Penalty: 5260.128906
	Iteration 34Q: 3 clusters Score -7783524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -7783541.500000 Penalty: 5260.128906
	Iteration 35Q: 3 clusters Score -7783542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -7783554.000000 Penalty: 5260.128906
	Iteration 36Q: 3 clusters Score -7783554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -7783556.000000 Penalty: 5260.128906
	Iteration 37Q: 3 clusters Score -7783556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -7783556.500000 Penalty: 5260.128906
	Iteration 38Q: 3 clusters Score -7783556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -7783556.500000 Penalty: 5260.128906
	Iteration 39Q: 3 clusters Score -7783556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -7783557.000000 Penalty: 5260.128906
	Iteration 40F: 3 clusters Score -7783557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -7783543.500000 Penalty: 5260.128906
	Iteration 41Q: 3 clusters Score -7783544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -7783561.000000 Penalty: 5260.128906
	Iteration 42Q: 3 clusters Score -7783561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -7783550.000000 Penalty: 5260.128906
	Iteration 43Q: 3 clusters Score -7783550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -7783554.000000 Penalty: 5260.128906
	Iteration 44Q: 3 clusters Score -7783554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -7783534.000000 Penalty: 5260.128906
	Iteration 45Q: 3 clusters Score -7783534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -7783536.500000 Penalty: 5260.128906
	Iteration 46Q: 3 clusters Score -7783536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -7783539.000000 Penalty: 5260.128906
	Iteration 47Q: 3 clusters Score -7783539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -7783534.000000 Penalty: 5260.128906
	Iteration 48Q: 3 clusters Score -7783534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -7783538.500000 Penalty: 5260.128906
	Iteration 49Q: 3 clusters Score -7783538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -7783536.500000 Penalty: 5260.128906
	Iteration 50Q: 3 clusters Score -7783536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -7783550.500000 Penalty: 5260.128906
	Iteration 51Q: 3 clusters Score -7783550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -7783539.500000 Penalty: 5260.128906
	Iteration 52Q: 3 clusters Score -7783540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -7783567.000000 Penalty: 5260.128906
	Iteration 53Q: 3 clusters Score -7783567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -7783579.000000 Penalty: 5260.128906
	Iteration 54Q: 3 clusters Score -7783579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -7783568.000000 Penalty: 5260.128906
	Iteration 55Q: 3 clusters Score -7783568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -7783562.500000 Penalty: 5260.128906
	Iteration 56Q: 3 clusters Score -7783562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -7783560.000000 Penalty: 5260.128906
	Iteration 57Q: 3 clusters Score -7783560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -7783561.000000 Penalty: 5260.128906
	Iteration 58Q: 3 clusters Score -7783561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -7783566.000000 Penalty: 5260.128906
	Iteration 59Q: 3 clusters Score -7783566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -7783551.000000 Penalty: 5260.128906
	Iteration 60F: 3 clusters Score -7783551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -7783548.000000 Penalty: 5260.128906
	Iteration 61Q: 3 clusters Score -7783548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -7783544.500000 Penalty: 5260.128906
	Iteration 62Q: 3 clusters Score -7783544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -7783549.000000 Penalty: 5260.128906
	Iteration 63Q: 3 clusters Score -7783549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -7783522.500000 Penalty: 5260.128906
	Iteration 64Q: 3 clusters Score -7783522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7783530.000000 Penalty: 5260.128906
	Iteration 65Q: 3 clusters Score -7783530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -7783539.000000 Penalty: 5260.128906
	Iteration 66Q: 3 clusters Score -7783539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -7783539.000000 Penalty: 5260.128906
	Iteration 67Q: 3 clusters Score -7783539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -7783553.500000 Penalty: 5260.128906
	Iteration 68Q: 3 clusters Score -7783554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -7783556.000000 Penalty: 5260.128906
	Iteration 69Q: 3 clusters Score -7783556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -7783564.000000 Penalty: 5260.128906
	Iteration 70Q: 3 clusters Score -7783564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -7783555.500000 Penalty: 5260.128906
	Iteration 71Q: 3 clusters Score -7783556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -7783546.500000 Penalty: 5260.128906
	Iteration 72Q: 3 clusters Score -7783546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -7783544.500000 Penalty: 5260.128906
	Iteration 73Q: 3 clusters Score -7783544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -7783551.500000 Penalty: 5260.128906
	Iteration 74Q: 3 clusters Score -7783552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -7783552.000000 Penalty: 5260.128906
	Iteration 75Q: 3 clusters Score -7783552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -7783551.500000 Penalty: 5260.128906
	Iteration 76Q: 3 clusters Score -7783552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -7783548.500000 Penalty: 5260.128906
	Iteration 77Q: 3 clusters Score -7783548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -7783558.000000 Penalty: 5260.128906
	Iteration 78Q: 3 clusters Score -7783558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -7783559.500000 Penalty: 5260.128906
	Iteration 79Q: 3 clusters Score -7783560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -7783559.000000 Penalty: 5260.128906
	Iteration 80F: 3 clusters Score -7783559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -7783567.000000 Penalty: 5260.128906
	Iteration 81Q: 3 clusters Score -7783567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -7783561.500000 Penalty: 5260.128906
	Iteration 82Q: 3 clusters Score -7783562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -7783560.500000 Penalty: 5260.128906
	Iteration 83Q: 3 clusters Score -7783560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -7783558.500000 Penalty: 5260.128906
	Iteration 84Q: 3 clusters Score -7783558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -7783563.500000 Penalty: 5260.128906
	Iteration 85Q: 3 clusters Score -7783564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -7783559.500000 Penalty: 5260.128906
	Iteration 86Q: 3 clusters Score -7783560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -7783556.500000 Penalty: 5260.128906
	Iteration 87Q: 3 clusters Score -7783556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -7783554.500000 Penalty: 5260.128906
	Iteration 88Q: 3 clusters Score -7783554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -7783554.500000 Penalty: 5260.128906
	Iteration 89F: 3 clusters Score -7783554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 24089 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 30874 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 28941 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17444 members 
Mstep: Class 28 contains 28527 members 
Mstep: Class 29 contains 27520 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24587 members 
Mstep: Class 33 contains 10147 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10787 members 
Mstep: Class 42 contains 30667 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61013 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15244 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42211 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20355 members 
Mstep: Class 52 contains 6813 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 14615 members 
Mstep: Class 55 contains 28751 members 
Mstep: Class 56 contains 21917 members 
Mstep: Class 57 contains 2011 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14735 members 
Mstep: Class 60 contains 32163 members 
Mstep: Class 61 contains 4845 members 
Mstep: Class 62 contains 16389 members 
Mstep: Class 63 contains 30200 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 696 members 
Mstep: Class 66 contains 19382 members 
Mstep: Class 67 contains 33717 members 
Mstep: Class 68 contains 29584 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28930 members 
Mstep: Class 71 contains 16294 members 
Mstep: Class 72 contains 21355 members 
Mstep: Class 73 contains 22528 members 
Entering Unmasked Estep 
Score: -161369056.000000 Penalty: 246934.062500
Splitting cluster 13 changes total score from -161369120.000000 to -161369056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (30874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Entering Unmasked Estep 
Score: -6013793.500000 Penalty: 2563.741943
	Iteration 0F: 2 clusters Score -6013794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -5994129.000000 Penalty: 5127.483887
	Iteration 0F: 3 clusters Score -5994129 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -6001669.000000 Penalty: 5127.483887
	Iteration 1F: 3 clusters Score -6001669 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -6002117.000000 Penalty: 5127.483887
	Iteration 2Q: 3 clusters Score -6002117 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -6002493.500000 Penalty: 5127.483887
	Iteration 3Q: 3 clusters Score -6002494 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6002805.000000 Penalty: 5127.483887
	Iteration 4Q: 3 clusters Score -6002805 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -6003141.500000 Penalty: 5127.483887
	Iteration 5Q: 3 clusters Score -6003142 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -6003532.000000 Penalty: 5127.483887
	Iteration 6Q: 3 clusters Score -6003532 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -6004017.000000 Penalty: 5127.483887
	Iteration 7Q: 3 clusters Score -6004017 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -6004731.500000 Penalty: 5127.483887
	Iteration 8Q: 3 clusters Score -6004732 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -6005809.000000 Penalty: 5127.483887
	Iteration 9F: 3 clusters Score -6005809 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -6007261.000000 Penalty: 5127.483887
	Iteration 10F: 3 clusters Score -6007261 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -6008892.000000 Penalty: 5127.483887
	Iteration 11F: 3 clusters Score -6008892 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -6010231.500000 Penalty: 5127.483887
	Iteration 12F: 3 clusters Score -6010232 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6010927.500000 Penalty: 5127.483887
	Iteration 13Q: 3 clusters Score -6010928 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -6011308.500000 Penalty: 5127.483887
	Iteration 14Q: 3 clusters Score -6011308 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -6011462.500000 Penalty: 5127.483887
	Iteration 15Q: 3 clusters Score -6011462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -6011541.500000 Penalty: 5127.483887
	Iteration 16Q: 3 clusters Score -6011542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6011590.500000 Penalty: 5127.483887
	Iteration 17Q: 3 clusters Score -6011590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -6011627.000000 Penalty: 5127.483887
	Iteration 18Q: 3 clusters Score -6011627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -6011652.000000 Penalty: 5127.483887
	Iteration 19Q: 3 clusters Score -6011652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -6011655.000000 Penalty: 5127.483887
	Iteration 20F: 3 clusters Score -6011655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -6011665.000000 Penalty: 5127.483887
	Iteration 21Q: 3 clusters Score -6011665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -6011670.500000 Penalty: 5127.483887
	Iteration 22Q: 3 clusters Score -6011670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -6011678.500000 Penalty: 5127.483887
	Iteration 23Q: 3 clusters Score -6011678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -6011683.000000 Penalty: 5127.483887
	Iteration 24Q: 3 clusters Score -6011683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -6011685.000000 Penalty: 5127.483887
	Iteration 25Q: 3 clusters Score -6011685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -6011685.000000 Penalty: 5127.483887
	Iteration 26Q: 3 clusters Score -6011685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -6011681.500000 Penalty: 5127.483887
	Iteration 27Q: 3 clusters Score -6011682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -6011675.500000 Penalty: 5127.483887
	Iteration 28Q: 3 clusters Score -6011676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -6011675.500000 Penalty: 5127.483887
	Iteration 29F: 3 clusters Score -6011676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Entering Unmasked Estep 
Score: -1237435.500000 Penalty: 2185.104980
	Iteration 0F: 2 clusters Score -1237436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1231821.375000 Penalty: 4370.209961
	Iteration 0F: 3 clusters Score -1231821 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1233334.125000 Penalty: 4370.209961
	Iteration 1F: 3 clusters Score -1233334 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1233651.875000 Penalty: 4370.209961
	Iteration 2F: 3 clusters Score -1233652 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1233894.250000 Penalty: 4370.209961
	Iteration 3F: 3 clusters Score -1233894 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1234087.750000 Penalty: 4370.209961
	Iteration 4Q: 3 clusters Score -1234088 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1234252.750000 Penalty: 4370.209961
	Iteration 5Q: 3 clusters Score -1234253 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1234390.500000 Penalty: 4370.209961
	Iteration 6Q: 3 clusters Score -1234390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1234506.250000 Penalty: 4370.209961
	Iteration 7Q: 3 clusters Score -1234506 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1234591.000000 Penalty: 4370.209961
	Iteration 8Q: 3 clusters Score -1234591 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1234660.625000 Penalty: 4370.209961
	Iteration 9Q: 3 clusters Score -1234661 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1234726.875000 Penalty: 4370.209961
	Iteration 10Q: 3 clusters Score -1234727 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1234799.375000 Penalty: 4370.209961
	Iteration 11Q: 3 clusters Score -1234799 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1234863.875000 Penalty: 4370.209961
	Iteration 12Q: 3 clusters Score -1234864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1234935.375000 Penalty: 4370.209961
	Iteration 13Q: 3 clusters Score -1234935 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1234989.375000 Penalty: 4370.209961
	Iteration 14Q: 3 clusters Score -1234989 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1235034.625000 Penalty: 4370.209961
	Iteration 15Q: 3 clusters Score -1235035 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1235072.625000 Penalty: 4370.209961
	Iteration 16Q: 3 clusters Score -1235073 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1235110.750000 Penalty: 4370.209961
	Iteration 17Q: 3 clusters Score -1235111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1235156.000000 Penalty: 4370.209961
	Iteration 18Q: 3 clusters Score -1235156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1235201.875000 Penalty: 4370.209961
	Iteration 19Q: 3 clusters Score -1235202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1235226.000000 Penalty: 4370.209961
	Iteration 20F: 3 clusters Score -1235226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1235251.750000 Penalty: 4370.209961
	Iteration 21Q: 3 clusters Score -1235252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1235276.875000 Penalty: 4370.209961
	Iteration 22Q: 3 clusters Score -1235277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1235292.250000 Penalty: 4370.209961
	Iteration 23Q: 3 clusters Score -1235292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1235317.750000 Penalty: 4370.209961
	Iteration 24Q: 3 clusters Score -1235318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1235339.125000 Penalty: 4370.209961
	Iteration 25Q: 3 clusters Score -1235339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1235353.500000 Penalty: 4370.209961
	Iteration 26Q: 3 clusters Score -1235354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1235365.125000 Penalty: 4370.209961
	Iteration 27Q: 3 clusters Score -1235365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1235380.625000 Penalty: 4370.209961
	Iteration 28Q: 3 clusters Score -1235381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1235392.125000 Penalty: 4370.209961
	Iteration 29Q: 3 clusters Score -1235392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1235402.750000 Penalty: 4370.209961
	Iteration 30Q: 3 clusters Score -1235403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1235411.750000 Penalty: 4370.209961
	Iteration 31Q: 3 clusters Score -1235412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1235418.500000 Penalty: 4370.209961
	Iteration 32Q: 3 clusters Score -1235418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1235422.625000 Penalty: 4370.209961
	Iteration 33Q: 3 clusters Score -1235423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1235431.375000 Penalty: 4370.209961
	Iteration 34Q: 3 clusters Score -1235431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1235437.500000 Penalty: 4370.209961
	Iteration 35Q: 3 clusters Score -1235438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1235443.125000 Penalty: 4370.209961
	Iteration 36Q: 3 clusters Score -1235443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1235447.625000 Penalty: 4370.209961
	Iteration 37Q: 3 clusters Score -1235448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1235451.625000 Penalty: 4370.209961
	Iteration 38Q: 3 clusters Score -1235452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1235451.500000 Penalty: 4370.209961
	Iteration 39Q: 3 clusters Score -1235452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1235449.875000 Penalty: 4370.209961
	Iteration 40F: 3 clusters Score -1235450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1235450.375000 Penalty: 4370.209961
	Iteration 41Q: 3 clusters Score -1235450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1235451.625000 Penalty: 4370.209961
	Iteration 42Q: 3 clusters Score -1235452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1235454.375000 Penalty: 4370.209961
	Iteration 43Q: 3 clusters Score -1235454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1235455.875000 Penalty: 4370.209961
	Iteration 44Q: 3 clusters Score -1235456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1235457.375000 Penalty: 4370.209961
	Iteration 45Q: 3 clusters Score -1235457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1235459.500000 Penalty: 4370.209961
	Iteration 46Q: 3 clusters Score -1235460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1235460.750000 Penalty: 4370.209961
	Iteration 47Q: 3 clusters Score -1235461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1235461.250000 Penalty: 4370.209961
	Iteration 48Q: 3 clusters Score -1235461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1235460.125000 Penalty: 4370.209961
	Iteration 49Q: 3 clusters Score -1235460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1235460.500000 Penalty: 4370.209961
	Iteration 50Q: 3 clusters Score -1235460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1235460.875000 Penalty: 4370.209961
	Iteration 51Q: 3 clusters Score -1235461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1235462.250000 Penalty: 4370.209961
	Iteration 52Q: 3 clusters Score -1235462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1235462.500000 Penalty: 4370.209961
	Iteration 53Q: 3 clusters Score -1235462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1235462.500000 Penalty: 4370.209961
	Iteration 54F: 3 clusters Score -1235462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -22213.050781 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -22213.05 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 196 members 
Entering Unmasked Estep 
Score: -21009.859375 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -21009.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21435.960938 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -21435.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21653.578125 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -21653.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21787.179688 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -21787.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21848.283203 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -21848.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21921.849609 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -21921.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22021.359375 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -22021.36 nChanged 7
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: -22065.478516 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -22065.48 nChanged 4
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: -22111.791016 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -22111.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22243.880859 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -22243.88 nChanged 8
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: -22330.701172 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -22330.7 nChanged 4
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: -22345.009766 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -22345.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22384.935547 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -22384.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22386.234375 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -22386.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22395.314453 Penalty: 2933.097656
	Iteration 14F: 3 clusters Score -22395.31 nChanged 1
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: -22431.361328 Penalty: 2933.097656
	Iteration 15Q: 3 clusters Score -22431.36 nChanged 0
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: -22431.361328 Penalty: 2933.097656
	Iteration 16F: 3 clusters Score -22431.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 24089 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 40340 members 
Mstep: Class 14 contains 30874 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 165 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 28941 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17444 members 
Mstep: Class 28 contains 28527 members 
Mstep: Class 29 contains 27520 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24587 members 
Mstep: Class 33 contains 10147 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10787 members 
Mstep: Class 42 contains 30667 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61013 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15244 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42211 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20355 members 
Mstep: Class 52 contains 6813 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 14615 members 
Mstep: Class 55 contains 28751 members 
Mstep: Class 56 contains 21917 members 
Mstep: Class 57 contains 2011 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14735 members 
Mstep: Class 60 contains 32163 members 
Mstep: Class 61 contains 4845 members 
Mstep: Class 62 contains 16389 members 
Mstep: Class 63 contains 30200 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 696 members 
Mstep: Class 66 contains 19382 members 
Mstep: Class 67 contains 33717 members 
Mstep: Class 68 contains 29584 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28930 members 
Mstep: Class 71 contains 16294 members 
Mstep: Class 72 contains 21355 members 
Mstep: Class 73 contains 205 members 
Entering Unmasked Estep 
Score: -161367856.000000 Penalty: 246934.062500
Splitting cluster 16 changes total score from -161369120.000000 to -161367856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Entering Unmasked Estep 
Score: -3108759.500000 Penalty: 2393.091553
	Iteration 0F: 2 clusters Score -3108760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3097846.250000 Penalty: 4786.183105
	Iteration 0F: 3 clusters Score -3097846 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3101519.000000 Penalty: 4786.183105
	Iteration 1F: 3 clusters Score -3101519 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3101848.250000 Penalty: 4786.183105
	Iteration 2F: 3 clusters Score -3101848 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3102132.000000 Penalty: 4786.183105
	Iteration 3Q: 3 clusters Score -3102132 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3102432.000000 Penalty: 4786.183105
	Iteration 4Q: 3 clusters Score -3102432 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3102784.250000 Penalty: 4786.183105
	Iteration 5Q: 3 clusters Score -3102784 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3103220.750000 Penalty: 4786.183105
	Iteration 6Q: 3 clusters Score -3103221 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3103777.000000 Penalty: 4786.183105
	Iteration 7F: 3 clusters Score -3103777 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3104431.750000 Penalty: 4786.183105
	Iteration 8F: 3 clusters Score -3104432 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3105105.500000 Penalty: 4786.183105
	Iteration 9F: 3 clusters Score -3105106 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3105701.000000 Penalty: 4786.183105
	Iteration 10Q: 3 clusters Score -3105701 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3106122.500000 Penalty: 4786.183105
	Iteration 11Q: 3 clusters Score -3106122 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3106362.000000 Penalty: 4786.183105
	Iteration 12Q: 3 clusters Score -3106362 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3106499.500000 Penalty: 4786.183105
	Iteration 13Q: 3 clusters Score -3106500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3106561.250000 Penalty: 4786.183105
	Iteration 14Q: 3 clusters Score -3106561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3106610.500000 Penalty: 4786.183105
	Iteration 15Q: 3 clusters Score -3106610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3106633.250000 Penalty: 4786.183105
	Iteration 16Q: 3 clusters Score -3106633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3106652.750000 Penalty: 4786.183105
	Iteration 17Q: 3 clusters Score -3106653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3106662.250000 Penalty: 4786.183105
	Iteration 18Q: 3 clusters Score -3106662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3106670.500000 Penalty: 4786.183105
	Iteration 19Q: 3 clusters Score -3106670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3106673.500000 Penalty: 4786.183105
	Iteration 20F: 3 clusters Score -3106674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3106676.000000 Penalty: 4786.183105
	Iteration 21Q: 3 clusters Score -3106676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3106679.250000 Penalty: 4786.183105
	Iteration 22Q: 3 clusters Score -3106679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3106678.500000 Penalty: 4786.183105
	Iteration 23Q: 3 clusters Score -3106678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3106688.000000 Penalty: 4786.183105
	Iteration 24Q: 3 clusters Score -3106688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3106688.000000 Penalty: 4786.183105
	Iteration 25F: 3 clusters Score -3106688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -154336.687500 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -154336.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -152544.421875 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -152544.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -152800.250000 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -152800.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152863.937500 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -152863.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -152897.484375 Penalty: 3356.031006
	Iteration 3Q: 3 clusters Score -152897.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -152912.625000 Penalty: 3356.031006
	Iteration 4Q: 3 clusters Score -152912.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -152924.250000 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -152924.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -152933.203125 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -152933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -152943.031250 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -152943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -152946.062500 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -152946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -152955.593750 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -152955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -152963.015625 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -152963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -152966.968750 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -152967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -152971.250000 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -152971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -152982.640625 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -152982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -153006.906250 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -153006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -153016.171875 Penalty: 3356.031006
	Iteration 15Q: 3 clusters Score -153016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -153023.562500 Penalty: 3356.031006
	Iteration 16Q: 3 clusters Score -153023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -153027.203125 Penalty: 3356.031006
	Iteration 17Q: 3 clusters Score -153027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -153030.718750 Penalty: 3356.031006
	Iteration 18Q: 3 clusters Score -153030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -153037.234375 Penalty: 3356.031006
	Iteration 19Q: 3 clusters Score -153037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -153046.000000 Penalty: 3356.031006
	Iteration 20F: 3 clusters Score -153046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -153052.859375 Penalty: 3356.031006
	Iteration 21Q: 3 clusters Score -153052.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -153057.093750 Penalty: 3356.031006
	Iteration 22Q: 3 clusters Score -153057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -153059.250000 Penalty: 3356.031006
	Iteration 23Q: 3 clusters Score -153059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -153061.703125 Penalty: 3356.031006
	Iteration 24Q: 3 clusters Score -153061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -153064.312500 Penalty: 3356.031006
	Iteration 25Q: 3 clusters Score -153064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -153067.734375 Penalty: 3356.031006
	Iteration 26Q: 3 clusters Score -153067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -153072.171875 Penalty: 3356.031006
	Iteration 27Q: 3 clusters Score -153072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -153072.671875 Penalty: 3356.031006
	Iteration 28Q: 3 clusters Score -153072.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -153072.671875 Penalty: 3356.031006
	Iteration 29F: 3 clusters Score -153072.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -1390655.375000 Penalty: 2193.359863
	Iteration 0F: 2 clusters Score -1390655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1384952.250000 Penalty: 4386.719727
	Iteration 0F: 3 clusters Score -1384952 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1386431.250000 Penalty: 4386.719727
	Iteration 1F: 3 clusters Score -1386431 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1386700.125000 Penalty: 4386.719727
	Iteration 2F: 3 clusters Score -1386700 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1386869.250000 Penalty: 4386.719727
	Iteration 3F: 3 clusters Score -1386869 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1386975.625000 Penalty: 4386.719727
	Iteration 4Q: 3 clusters Score -1386976 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1387044.375000 Penalty: 4386.719727
	Iteration 5Q: 3 clusters Score -1387044 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1387103.250000 Penalty: 4386.719727
	Iteration 6Q: 3 clusters Score -1387103 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1387142.625000 Penalty: 4386.719727
	Iteration 7Q: 3 clusters Score -1387143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1387179.125000 Penalty: 4386.719727
	Iteration 8Q: 3 clusters Score -1387179 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1387211.750000 Penalty: 4386.719727
	Iteration 9Q: 3 clusters Score -1387212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1387251.625000 Penalty: 4386.719727
	Iteration 10Q: 3 clusters Score -1387252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1387276.250000 Penalty: 4386.719727
	Iteration 11Q: 3 clusters Score -1387276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1387302.250000 Penalty: 4386.719727
	Iteration 12Q: 3 clusters Score -1387302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1387317.875000 Penalty: 4386.719727
	Iteration 13Q: 3 clusters Score -1387318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1387334.625000 Penalty: 4386.719727
	Iteration 14Q: 3 clusters Score -1387335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1387346.625000 Penalty: 4386.719727
	Iteration 15Q: 3 clusters Score -1387347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1387366.500000 Penalty: 4386.719727
	Iteration 16Q: 3 clusters Score -1387366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1387379.625000 Penalty: 4386.719727
	Iteration 17Q: 3 clusters Score -1387380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1387383.750000 Penalty: 4386.719727
	Iteration 18Q: 3 clusters Score -1387384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1387398.875000 Penalty: 4386.719727
	Iteration 19Q: 3 clusters Score -1387399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1387414.500000 Penalty: 4386.719727
	Iteration 20F: 3 clusters Score -1387414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1387433.125000 Penalty: 4386.719727
	Iteration 21Q: 3 clusters Score -1387433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1387449.875000 Penalty: 4386.719727
	Iteration 22Q: 3 clusters Score -1387450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1387464.250000 Penalty: 4386.719727
	Iteration 23Q: 3 clusters Score -1387464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1387484.000000 Penalty: 4386.719727
	Iteration 24Q: 3 clusters Score -1387484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1387498.250000 Penalty: 4386.719727
	Iteration 25Q: 3 clusters Score -1387498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1387510.375000 Penalty: 4386.719727
	Iteration 26Q: 3 clusters Score -1387510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1387517.375000 Penalty: 4386.719727
	Iteration 27Q: 3 clusters Score -1387517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1387525.875000 Penalty: 4386.719727
	Iteration 28Q: 3 clusters Score -1387526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1387535.000000 Penalty: 4386.719727
	Iteration 29Q: 3 clusters Score -1387535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1387545.250000 Penalty: 4386.719727
	Iteration 30Q: 3 clusters Score -1387545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1387559.500000 Penalty: 4386.719727
	Iteration 31Q: 3 clusters Score -1387560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1387573.125000 Penalty: 4386.719727
	Iteration 32Q: 3 clusters Score -1387573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1387586.125000 Penalty: 4386.719727
	Iteration 33Q: 3 clusters Score -1387586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1387602.500000 Penalty: 4386.719727
	Iteration 34Q: 3 clusters Score -1387602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1387626.500000 Penalty: 4386.719727
	Iteration 35Q: 3 clusters Score -1387626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1387657.750000 Penalty: 4386.719727
	Iteration 36Q: 3 clusters Score -1387658 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1387689.875000 Penalty: 4386.719727
	Iteration 37Q: 3 clusters Score -1387690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1387718.500000 Penalty: 4386.719727
	Iteration 38Q: 3 clusters Score -1387718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1387762.625000 Penalty: 4386.719727
	Iteration 39Q: 3 clusters Score -1387763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1387802.750000 Penalty: 4386.719727
	Iteration 40F: 3 clusters Score -1387803 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1387859.000000 Penalty: 4386.719727
	Iteration 41Q: 3 clusters Score -1387859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1387932.375000 Penalty: 4386.719727
	Iteration 42Q: 3 clusters Score -1387932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1388001.750000 Penalty: 4386.719727
	Iteration 43Q: 3 clusters Score -1388002 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1388065.375000 Penalty: 4386.719727
	Iteration 44Q: 3 clusters Score -1388065 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1388110.750000 Penalty: 4386.719727
	Iteration 45Q: 3 clusters Score -1388111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1388164.125000 Penalty: 4386.719727
	Iteration 46Q: 3 clusters Score -1388164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1388219.750000 Penalty: 4386.719727
	Iteration 47Q: 3 clusters Score -1388220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1388259.625000 Penalty: 4386.719727
	Iteration 48Q: 3 clusters Score -1388260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1388295.000000 Penalty: 4386.719727
	Iteration 49Q: 3 clusters Score -1388295 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1388331.875000 Penalty: 4386.719727
	Iteration 50Q: 3 clusters Score -1388332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1388367.500000 Penalty: 4386.719727
	Iteration 51Q: 3 clusters Score -1388368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1388401.250000 Penalty: 4386.719727
	Iteration 52Q: 3 clusters Score -1388401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1388442.250000 Penalty: 4386.719727
	Iteration 53Q: 3 clusters Score -1388442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1388475.875000 Penalty: 4386.719727
	Iteration 54Q: 3 clusters Score -1388476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1388505.750000 Penalty: 4386.719727
	Iteration 55Q: 3 clusters Score -1388506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1388534.625000 Penalty: 4386.719727
	Iteration 56Q: 3 clusters Score -1388535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1388552.250000 Penalty: 4386.719727
	Iteration 57Q: 3 clusters Score -1388552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1388559.500000 Penalty: 4386.719727
	Iteration 58Q: 3 clusters Score -1388560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1388565.750000 Penalty: 4386.719727
	Iteration 59Q: 3 clusters Score -1388566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1388572.500000 Penalty: 4386.719727
	Iteration 60F: 3 clusters Score -1388572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1388584.250000 Penalty: 4386.719727
	Iteration 61Q: 3 clusters Score -1388584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1388591.750000 Penalty: 4386.719727
	Iteration 62Q: 3 clusters Score -1388592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1388602.000000 Penalty: 4386.719727
	Iteration 63Q: 3 clusters Score -1388602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1388605.375000 Penalty: 4386.719727
	Iteration 64Q: 3 clusters Score -1388605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1388611.375000 Penalty: 4386.719727
	Iteration 65Q: 3 clusters Score -1388611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1388613.625000 Penalty: 4386.719727
	Iteration 66Q: 3 clusters Score -1388614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1388617.625000 Penalty: 4386.719727
	Iteration 67Q: 3 clusters Score -1388618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1388621.500000 Penalty: 4386.719727
	Iteration 68Q: 3 clusters Score -1388622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1388623.875000 Penalty: 4386.719727
	Iteration 69Q: 3 clusters Score -1388624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1388628.000000 Penalty: 4386.719727
	Iteration 70Q: 3 clusters Score -1388628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1388629.875000 Penalty: 4386.719727
	Iteration 71Q: 3 clusters Score -1388630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1388629.875000 Penalty: 4386.719727
	Iteration 72F: 3 clusters Score -1388630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67288.984375 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -67288.98 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 186 members 
Entering Unmasked Estep 
Score: -65899.453125 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -65899.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65999.578125 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -65999.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66037.476562 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -66037.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66066.796875 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -66066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66076.742188 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -66076.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66082.656250 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -66082.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66093.984375 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -66093.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66098.921875 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -66098.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66098.921875 Penalty: 2957.935303
	Iteration 8F: 3 clusters Score -66098.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -265044.625000 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -265044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -262798.156250 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -262798.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -263338.031250 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -263338 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -263625.125000 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -263625.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -263847.906250 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -263847.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -264074.937500 Penalty: 3633.600586
	Iteration 4F: 3 clusters Score -264074.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -264260.187500 Penalty: 3633.600586
	Iteration 5F: 3 clusters Score -264260.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -264409.687500 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -264409.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -264510.343750 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -264510.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -264586.312500 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -264586.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -264633.437500 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -264633.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -264672.031250 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -264672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -264709.500000 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -264709.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -264728.218750 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -264728.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -264750.687500 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -264750.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -264768.156250 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -264768.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -264788.125000 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -264788.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -264805.000000 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -264805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -264811.281250 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -264811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264820.093750 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -264820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -264827.718750 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -264827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -264837.250000 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -264837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -264846.593750 Penalty: 3633.600586
	Iteration 21Q: 3 clusters Score -264846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -264850.937500 Penalty: 3633.600586
	Iteration 22Q: 3 clusters Score -264850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -264855.500000 Penalty: 3633.600586
	Iteration 23Q: 3 clusters Score -264855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264861.250000 Penalty: 3633.600586
	Iteration 24Q: 3 clusters Score -264861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264864.937500 Penalty: 3633.600586
	Iteration 25Q: 3 clusters Score -264864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -264865.593750 Penalty: 3633.600586
	Iteration 26Q: 3 clusters Score -264865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -264866.000000 Penalty: 3633.600586
	Iteration 27Q: 3 clusters Score -264866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264866.343750 Penalty: 3633.600586
	Iteration 28Q: 3 clusters Score -264866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264866.343750 Penalty: 3633.600586
	Iteration 29F: 3 clusters Score -264866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 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 262 members 
Entering Unmasked Estep 
Score: -78392.250000 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78392.25 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78704.437500 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78704.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78933.750000 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -78933.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79079.250000 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -79079.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79161.429688 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -79161.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79228.859375 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -79228.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79281.578125 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -79281.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79317.968750 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -79317.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79362.437500 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -79362.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79419.421875 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -79419.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79449.234375 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -79449.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79457.054688 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -79457.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -79459.117188 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -79459.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79463.125000 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -79463.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79464.695312 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -79464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79470.882812 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -79470.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79475.828125 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -79475.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79480.101562 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -79480.1 nChanged 3
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: -79488.250000 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -79488.25 nChanged 5
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: -79498.171875 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -79498.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79499.570312 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -79499.57 nChanged 1
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: -79500.070312 Penalty: 3099.987793
	Iteration 21Q: 3 clusters Score -79500.07 nChanged 0
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: -79500.070312 Penalty: 3099.987793
	Iteration 22F: 3 clusters Score -79500.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -999587.937500 Penalty: 2126.386963
	Iteration 0F: 2 clusters Score -999587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -994832.937500 Penalty: 4252.773926
	Iteration 0F: 3 clusters Score -994832.9 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -995953.562500 Penalty: 4252.773926
	Iteration 1F: 3 clusters Score -995953.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -996174.375000 Penalty: 4252.773926
	Iteration 2F: 3 clusters Score -996174.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -996326.812500 Penalty: 4252.773926
	Iteration 3F: 3 clusters Score -996326.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -996456.312500 Penalty: 4252.773926
	Iteration 4Q: 3 clusters Score -996456.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -996548.187500 Penalty: 4252.773926
	Iteration 5Q: 3 clusters Score -996548.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -996597.812500 Penalty: 4252.773926
	Iteration 6Q: 3 clusters Score -996597.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -996636.500000 Penalty: 4252.773926
	Iteration 7Q: 3 clusters Score -996636.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -996666.000000 Penalty: 4252.773926
	Iteration 8Q: 3 clusters Score -996666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -996692.437500 Penalty: 4252.773926
	Iteration 9Q: 3 clusters Score -996692.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -996713.375000 Penalty: 4252.773926
	Iteration 10Q: 3 clusters Score -996713.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -996739.312500 Penalty: 4252.773926
	Iteration 11Q: 3 clusters Score -996739.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -996760.937500 Penalty: 4252.773926
	Iteration 12Q: 3 clusters Score -996760.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -996778.875000 Penalty: 4252.773926
	Iteration 13Q: 3 clusters Score -996778.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -996795.125000 Penalty: 4252.773926
	Iteration 14Q: 3 clusters Score -996795.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -996813.250000 Penalty: 4252.773926
	Iteration 15Q: 3 clusters Score -996813.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -996825.375000 Penalty: 4252.773926
	Iteration 16Q: 3 clusters Score -996825.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -996837.875000 Penalty: 4252.773926
	Iteration 17Q: 3 clusters Score -996837.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -996849.937500 Penalty: 4252.773926
	Iteration 18Q: 3 clusters Score -996849.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -996858.625000 Penalty: 4252.773926
	Iteration 19Q: 3 clusters Score -996858.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -996875.000000 Penalty: 4252.773926
	Iteration 20F: 3 clusters Score -996875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -996882.875000 Penalty: 4252.773926
	Iteration 21Q: 3 clusters Score -996882.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -996890.750000 Penalty: 4252.773926
	Iteration 22Q: 3 clusters Score -996890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -996894.562500 Penalty: 4252.773926
	Iteration 23Q: 3 clusters Score -996894.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -996900.812500 Penalty: 4252.773926
	Iteration 24Q: 3 clusters Score -996900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -996902.937500 Penalty: 4252.773926
	Iteration 25Q: 3 clusters Score -996902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -996903.437500 Penalty: 4252.773926
	Iteration 26Q: 3 clusters Score -996903.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -996909.687500 Penalty: 4252.773926
	Iteration 27Q: 3 clusters Score -996909.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -996913.375000 Penalty: 4252.773926
	Iteration 28Q: 3 clusters Score -996913.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -996919.062500 Penalty: 4252.773926
	Iteration 29Q: 3 clusters Score -996919.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -996920.875000 Penalty: 4252.773926
	Iteration 30Q: 3 clusters Score -996920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -996922.812500 Penalty: 4252.773926
	Iteration 31Q: 3 clusters Score -996922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -996924.375000 Penalty: 4252.773926
	Iteration 32Q: 3 clusters Score -996924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -996925.125000 Penalty: 4252.773926
	Iteration 33Q: 3 clusters Score -996925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -996924.250000 Penalty: 4252.773926
	Iteration 34Q: 3 clusters Score -996924.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -996930.937500 Penalty: 4252.773926
	Iteration 35Q: 3 clusters Score -996930.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -996934.000000 Penalty: 4252.773926
	Iteration 36Q: 3 clusters Score -996934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -996936.562500 Penalty: 4252.773926
	Iteration 37Q: 3 clusters Score -996936.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -996941.875000 Penalty: 4252.773926
	Iteration 38Q: 3 clusters Score -996941.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -996947.000000 Penalty: 4252.773926
	Iteration 39Q: 3 clusters Score -996947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -996947.437500 Penalty: 4252.773926
	Iteration 40F: 3 clusters Score -996947.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -996952.812500 Penalty: 4252.773926
	Iteration 41Q: 3 clusters Score -996952.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -996957.125000 Penalty: 4252.773926
	Iteration 42Q: 3 clusters Score -996957.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -996962.187500 Penalty: 4252.773926
	Iteration 43Q: 3 clusters Score -996962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -996970.750000 Penalty: 4252.773926
	Iteration 44Q: 3 clusters Score -996970.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -996977.125000 Penalty: 4252.773926
	Iteration 45Q: 3 clusters Score -996977.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -996986.312500 Penalty: 4252.773926
	Iteration 46Q: 3 clusters Score -996986.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -996991.562500 Penalty: 4252.773926
	Iteration 47Q: 3 clusters Score -996991.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -996998.937500 Penalty: 4252.773926
	Iteration 48Q: 3 clusters Score -996998.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -997004.312500 Penalty: 4252.773926
	Iteration 49Q: 3 clusters Score -997004.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -997009.750000 Penalty: 4252.773926
	Iteration 50Q: 3 clusters Score -997009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -997014.125000 Penalty: 4252.773926
	Iteration 51Q: 3 clusters Score -997014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -997022.062500 Penalty: 4252.773926
	Iteration 52Q: 3 clusters Score -997022.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -997032.125000 Penalty: 4252.773926
	Iteration 53Q: 3 clusters Score -997032.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -997042.000000 Penalty: 4252.773926
	Iteration 54Q: 3 clusters Score -997042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -997052.937500 Penalty: 4252.773926
	Iteration 55Q: 3 clusters Score -997052.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -997063.625000 Penalty: 4252.773926
	Iteration 56Q: 3 clusters Score -997063.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -997073.375000 Penalty: 4252.773926
	Iteration 57Q: 3 clusters Score -997073.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -997078.937500 Penalty: 4252.773926
	Iteration 58Q: 3 clusters Score -997078.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -997087.500000 Penalty: 4252.773926
	Iteration 59Q: 3 clusters Score -997087.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -997099.500000 Penalty: 4252.773926
	Iteration 60F: 3 clusters Score -997099.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -997115.125000 Penalty: 4252.773926
	Iteration 61Q: 3 clusters Score -997115.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -997127.500000 Penalty: 4252.773926
	Iteration 62Q: 3 clusters Score -997127.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -997141.062500 Penalty: 4252.773926
	Iteration 63Q: 3 clusters Score -997141.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -997157.312500 Penalty: 4252.773926
	Iteration 64Q: 3 clusters Score -997157.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -997171.187500 Penalty: 4252.773926
	Iteration 65Q: 3 clusters Score -997171.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -997185.875000 Penalty: 4252.773926
	Iteration 66Q: 3 clusters Score -997185.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -997206.375000 Penalty: 4252.773926
	Iteration 67Q: 3 clusters Score -997206.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -997233.687500 Penalty: 4252.773926
	Iteration 68Q: 3 clusters Score -997233.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -997266.750000 Penalty: 4252.773926
	Iteration 69Q: 3 clusters Score -997266.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -997298.937500 Penalty: 4252.773926
	Iteration 70Q: 3 clusters Score -997298.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -997335.000000 Penalty: 4252.773926
	Iteration 71Q: 3 clusters Score -997335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -997371.312500 Penalty: 4252.773926
	Iteration 72Q: 3 clusters Score -997371.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -997408.187500 Penalty: 4252.773926
	Iteration 73Q: 3 clusters Score -997408.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -997444.687500 Penalty: 4252.773926
	Iteration 74Q: 3 clusters Score -997444.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -997474.750000 Penalty: 4252.773926
	Iteration 75Q: 3 clusters Score -997474.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -997506.562500 Penalty: 4252.773926
	Iteration 76Q: 3 clusters Score -997506.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -997533.875000 Penalty: 4252.773926
	Iteration 77Q: 3 clusters Score -997533.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -997557.687500 Penalty: 4252.773926
	Iteration 78Q: 3 clusters Score -997557.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -997582.375000 Penalty: 4252.773926
	Iteration 79Q: 3 clusters Score -997582.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -997605.187500 Penalty: 4252.773926
	Iteration 80F: 3 clusters Score -997605.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -997629.187500 Penalty: 4252.773926
	Iteration 81Q: 3 clusters Score -997629.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -997647.187500 Penalty: 4252.773926
	Iteration 82Q: 3 clusters Score -997647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -997659.812500 Penalty: 4252.773926
	Iteration 83Q: 3 clusters Score -997659.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -997671.937500 Penalty: 4252.773926
	Iteration 84Q: 3 clusters Score -997671.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -997682.562500 Penalty: 4252.773926
	Iteration 85Q: 3 clusters Score -997682.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -997696.500000 Penalty: 4252.773926
	Iteration 86Q: 3 clusters Score -997696.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -997708.375000 Penalty: 4252.773926
	Iteration 87Q: 3 clusters Score -997708.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -997720.625000 Penalty: 4252.773926
	Iteration 88Q: 3 clusters Score -997720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -997727.562500 Penalty: 4252.773926
	Iteration 89Q: 3 clusters Score -997727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -997730.562500 Penalty: 4252.773926
	Iteration 90Q: 3 clusters Score -997730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -997731.312500 Penalty: 4252.773926
	Iteration 91Q: 3 clusters Score -997731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -997734.500000 Penalty: 4252.773926
	Iteration 92Q: 3 clusters Score -997734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -997734.937500 Penalty: 4252.773926
	Iteration 93Q: 3 clusters Score -997734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -997735.062500 Penalty: 4252.773926
	Iteration 94Q: 3 clusters Score -997735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -997738.187500 Penalty: 4252.773926
	Iteration 95Q: 3 clusters Score -997738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -997740.500000 Penalty: 4252.773926
	Iteration 96Q: 3 clusters Score -997740.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -997746.000000 Penalty: 4252.773926
	Iteration 97Q: 3 clusters Score -997746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -997747.687500 Penalty: 4252.773926
	Iteration 98Q: 3 clusters Score -997747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -997751.312500 Penalty: 4252.773926
	Iteration 99Q: 3 clusters Score -997751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -997753.562500 Penalty: 4252.773926
	Iteration 100F: 3 clusters Score -997753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -997757.437500 Penalty: 4252.773926
	Iteration 101Q: 3 clusters Score -997757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -997757.437500 Penalty: 4252.773926
	Iteration 102F: 3 clusters Score -997757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Entering Unmasked Estep 
Score: -5533320.000000 Penalty: 2547.707764
	Iteration 0F: 2 clusters Score -5533320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -5513619.500000 Penalty: 5095.415527
	Iteration 0F: 3 clusters Score -5513620 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5520597.500000 Penalty: 5095.415527
	Iteration 1F: 3 clusters Score -5520598 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5521020.000000 Penalty: 5095.415527
	Iteration 2Q: 3 clusters Score -5521020 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5521336.500000 Penalty: 5095.415527
	Iteration 3Q: 3 clusters Score -5521336 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -5521643.000000 Penalty: 5095.415527
	Iteration 4Q: 3 clusters Score -5521643 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5521943.500000 Penalty: 5095.415527
	Iteration 5Q: 3 clusters Score -5521944 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5522415.500000 Penalty: 5095.415527
	Iteration 6Q: 3 clusters Score -5522416 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -5523052.500000 Penalty: 5095.415527
	Iteration 7Q: 3 clusters Score -5523052 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5523964.000000 Penalty: 5095.415527
	Iteration 8F: 3 clusters Score -5523964 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -5525393.500000 Penalty: 5095.415527
	Iteration 9F: 3 clusters Score -5525394 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -5527157.000000 Penalty: 5095.415527
	Iteration 10F: 3 clusters Score -5527157 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5528858.500000 Penalty: 5095.415527
	Iteration 11F: 3 clusters Score -5528858 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5530024.500000 Penalty: 5095.415527
	Iteration 12Q: 3 clusters Score -5530024 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -5530605.500000 Penalty: 5095.415527
	Iteration 13Q: 3 clusters Score -5530606 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -5530831.500000 Penalty: 5095.415527
	Iteration 14Q: 3 clusters Score -5530832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5530936.000000 Penalty: 5095.415527
	Iteration 15Q: 3 clusters Score -5530936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -5531003.500000 Penalty: 5095.415527
	Iteration 16Q: 3 clusters Score -5531004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -5531032.500000 Penalty: 5095.415527
	Iteration 17Q: 3 clusters Score -5531032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5531053.500000 Penalty: 5095.415527
	Iteration 18Q: 3 clusters Score -5531054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5531065.000000 Penalty: 5095.415527
	Iteration 19Q: 3 clusters Score -5531065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5531082.000000 Penalty: 5095.415527
	Iteration 20F: 3 clusters Score -5531082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -5531095.500000 Penalty: 5095.415527
	Iteration 21Q: 3 clusters Score -5531096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5531102.000000 Penalty: 5095.415527
	Iteration 22Q: 3 clusters Score -5531102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5531102.000000 Penalty: 5095.415527
	Iteration 23F: 3 clusters Score -5531102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -232948.656250 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -232948.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -230899.515625 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -230899.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -231239.109375 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -231239.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -231377.078125 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -231377.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -231556.984375 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -231557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -231729.078125 Penalty: 3510.020264
	Iteration 4F: 3 clusters Score -231729.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -231936.859375 Penalty: 3510.020264
	Iteration 5F: 3 clusters Score -231936.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -232111.875000 Penalty: 3510.020264
	Iteration 6F: 3 clusters Score -232111.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -232266.843750 Penalty: 3510.020264
	Iteration 7F: 3 clusters Score -232266.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -232376.625000 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -232376.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -232465.015625 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -232465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -232508.234375 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -232508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -232559.562500 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -232559.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -232591.765625 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -232591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -232604.984375 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -232605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -232621.218750 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -232621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -232625.265625 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -232625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -232626.546875 Penalty: 3510.020264
	Iteration 16Q: 3 clusters Score -232626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -232627.453125 Penalty: 3510.020264
	Iteration 17Q: 3 clusters Score -232627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -232627.453125 Penalty: 3510.020264
	Iteration 18F: 3 clusters Score -232627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -114571.851562 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -114571.9 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 294 members 
Entering Unmasked Estep 
Score: -112964.546875 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -112964.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -113151.046875 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -113151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -113202.562500 Penalty: 3139.541504
	Iteration 2Q: 3 clusters Score -113202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -113217.953125 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -113218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -113230.710938 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -113230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -113240.875000 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -113240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -113250.398438 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -113250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -113255.609375 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -113255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -113255.609375 Penalty: 3139.541504
	Iteration 8F: 3 clusters Score -113255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Entering Unmasked Estep 
Score: -3668943.000000 Penalty: 2422.154297
	Iteration 0F: 2 clusters Score -3668943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3657552.750000 Penalty: 4844.308594
	Iteration 0F: 3 clusters Score -3657553 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3661475.000000 Penalty: 4844.308594
	Iteration 1F: 3 clusters Score -3661475 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3661761.750000 Penalty: 4844.308594
	Iteration 2F: 3 clusters Score -3661762 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3662005.000000 Penalty: 4844.308594
	Iteration 3Q: 3 clusters Score -3662005 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3662223.750000 Penalty: 4844.308594
	Iteration 4Q: 3 clusters Score -3662224 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3662449.750000 Penalty: 4844.308594
	Iteration 5Q: 3 clusters Score -3662450 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3662682.500000 Penalty: 4844.308594
	Iteration 6Q: 3 clusters Score -3662682 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3662905.250000 Penalty: 4844.308594
	Iteration 7Q: 3 clusters Score -3662905 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3663183.500000 Penalty: 4844.308594
	Iteration 8Q: 3 clusters Score -3663184 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3663478.250000 Penalty: 4844.308594
	Iteration 9Q: 3 clusters Score -3663478 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3663826.500000 Penalty: 4844.308594
	Iteration 10Q: 3 clusters Score -3663826 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3664234.250000 Penalty: 4844.308594
	Iteration 11Q: 3 clusters Score -3664234 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3664745.750000 Penalty: 4844.308594
	Iteration 12Q: 3 clusters Score -3664746 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3665305.250000 Penalty: 4844.308594
	Iteration 13Q: 3 clusters Score -3665305 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3665779.500000 Penalty: 4844.308594
	Iteration 14Q: 3 clusters Score -3665780 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3666172.500000 Penalty: 4844.308594
	Iteration 15Q: 3 clusters Score -3666172 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3666494.750000 Penalty: 4844.308594
	Iteration 16Q: 3 clusters Score -3666495 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3666749.000000 Penalty: 4844.308594
	Iteration 17Q: 3 clusters Score -3666749 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3666899.250000 Penalty: 4844.308594
	Iteration 18Q: 3 clusters Score -3666899 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3666971.500000 Penalty: 4844.308594
	Iteration 19Q: 3 clusters Score -3666972 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3667042.000000 Penalty: 4844.308594
	Iteration 20F: 3 clusters Score -3667042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3667065.500000 Penalty: 4844.308594
	Iteration 21Q: 3 clusters Score -3667066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3667093.500000 Penalty: 4844.308594
	Iteration 22Q: 3 clusters Score -3667094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3667099.000000 Penalty: 4844.308594
	Iteration 23Q: 3 clusters Score -3667099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3667099.250000 Penalty: 4844.308594
	Iteration 24Q: 3 clusters Score -3667099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3667110.750000 Penalty: 4844.308594
	Iteration 25Q: 3 clusters Score -3667111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3667113.750000 Penalty: 4844.308594
	Iteration 26Q: 3 clusters Score -3667114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3667113.500000 Penalty: 4844.308594
	Iteration 27Q: 3 clusters Score -3667114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3667112.750000 Penalty: 4844.308594
	Iteration 28Q: 3 clusters Score -3667113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3667113.000000 Penalty: 4844.308594
	Iteration 29Q: 3 clusters Score -3667113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3667115.750000 Penalty: 4844.308594
	Iteration 30Q: 3 clusters Score -3667116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3667119.750000 Penalty: 4844.308594
	Iteration 31Q: 3 clusters Score -3667120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3667123.500000 Penalty: 4844.308594
	Iteration 32Q: 3 clusters Score -3667124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3667124.250000 Penalty: 4844.308594
	Iteration 33Q: 3 clusters Score -3667124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3667125.000000 Penalty: 4844.308594
	Iteration 34Q: 3 clusters Score -3667125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3667117.250000 Penalty: 4844.308594
	Iteration 35Q: 3 clusters Score -3667117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3667123.250000 Penalty: 4844.308594
	Iteration 36Q: 3 clusters Score -3667123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3667122.750000 Penalty: 4844.308594
	Iteration 37Q: 3 clusters Score -3667123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3667119.750000 Penalty: 4844.308594
	Iteration 38Q: 3 clusters Score -3667120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3667117.000000 Penalty: 4844.308594
	Iteration 39Q: 3 clusters Score -3667117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3667112.250000 Penalty: 4844.308594
	Iteration 40F: 3 clusters Score -3667112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3667125.000000 Penalty: 4844.308594
	Iteration 41Q: 3 clusters Score -3667125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3667122.000000 Penalty: 4844.308594
	Iteration 42Q: 3 clusters Score -3667122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3667122.500000 Penalty: 4844.308594
	Iteration 43Q: 3 clusters Score -3667122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3667121.500000 Penalty: 4844.308594
	Iteration 44Q: 3 clusters Score -3667122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3667122.000000 Penalty: 4844.308594
	Iteration 45Q: 3 clusters Score -3667122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3667120.500000 Penalty: 4844.308594
	Iteration 46Q: 3 clusters Score -3667120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3667121.500000 Penalty: 4844.308594
	Iteration 47Q: 3 clusters Score -3667122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3667118.000000 Penalty: 4844.308594
	Iteration 48Q: 3 clusters Score -3667118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3667117.750000 Penalty: 4844.308594
	Iteration 49Q: 3 clusters Score -3667118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3667120.250000 Penalty: 4844.308594
	Iteration 50Q: 3 clusters Score -3667120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3667123.750000 Penalty: 4844.308594
	Iteration 51Q: 3 clusters Score -3667124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3667122.500000 Penalty: 4844.308594
	Iteration 52Q: 3 clusters Score -3667122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3667119.500000 Penalty: 4844.308594
	Iteration 53Q: 3 clusters Score -3667120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3667122.250000 Penalty: 4844.308594
	Iteration 54Q: 3 clusters Score -3667122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3667115.500000 Penalty: 4844.308594
	Iteration 55Q: 3 clusters Score -3667116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3667115.000000 Penalty: 4844.308594
	Iteration 56Q: 3 clusters Score -3667115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3667118.000000 Penalty: 4844.308594
	Iteration 57Q: 3 clusters Score -3667118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3667115.250000 Penalty: 4844.308594
	Iteration 58Q: 3 clusters Score -3667115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3667118.500000 Penalty: 4844.308594
	Iteration 59Q: 3 clusters Score -3667118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3667119.750000 Penalty: 4844.308594
	Iteration 60F: 3 clusters Score -3667120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3667119.750000 Penalty: 4844.308594
	Iteration 61Q: 3 clusters Score -3667120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3667116.500000 Penalty: 4844.308594
	Iteration 62Q: 3 clusters Score -3667116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3667114.500000 Penalty: 4844.308594
	Iteration 63Q: 3 clusters Score -3667114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3667112.750000 Penalty: 4844.308594
	Iteration 64Q: 3 clusters Score -3667113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3667117.500000 Penalty: 4844.308594
	Iteration 65Q: 3 clusters Score -3667118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3667116.250000 Penalty: 4844.308594
	Iteration 66Q: 3 clusters Score -3667116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3667111.750000 Penalty: 4844.308594
	Iteration 67Q: 3 clusters Score -3667112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3667111.750000 Penalty: 4844.308594
	Iteration 68F: 3 clusters Score -3667112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Entering Unmasked Estep 
Score: -5562134.500000 Penalty: 2544.134277
	Iteration 0F: 2 clusters Score -5562134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -5543281.000000 Penalty: 5088.268555
	Iteration 0F: 3 clusters Score -5543281 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -5550100.000000 Penalty: 5088.268555
	Iteration 1F: 3 clusters Score -5550100 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -5550524.000000 Penalty: 5088.268555
	Iteration 2Q: 3 clusters Score -5550524 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -5550973.000000 Penalty: 5088.268555
	Iteration 3Q: 3 clusters Score -5550973 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -5551460.000000 Penalty: 5088.268555
	Iteration 4Q: 3 clusters Score -5551460 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -5552108.500000 Penalty: 5088.268555
	Iteration 5Q: 3 clusters Score -5552108 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -5553101.500000 Penalty: 5088.268555
	Iteration 6F: 3 clusters Score -5553102 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -5554643.500000 Penalty: 5088.268555
	Iteration 7F: 3 clusters Score -5554644 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5556390.500000 Penalty: 5088.268555
	Iteration 8F: 3 clusters Score -5556390 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5557892.500000 Penalty: 5088.268555
	Iteration 9F: 3 clusters Score -5557892 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5558855.000000 Penalty: 5088.268555
	Iteration 10Q: 3 clusters Score -5558855 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5559432.000000 Penalty: 5088.268555
	Iteration 11Q: 3 clusters Score -5559432 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5559685.500000 Penalty: 5088.268555
	Iteration 12Q: 3 clusters Score -5559686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5559828.000000 Penalty: 5088.268555
	Iteration 13Q: 3 clusters Score -5559828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5559883.000000 Penalty: 5088.268555
	Iteration 14Q: 3 clusters Score -5559883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5559924.000000 Penalty: 5088.268555
	Iteration 15Q: 3 clusters Score -5559924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5559954.500000 Penalty: 5088.268555
	Iteration 16Q: 3 clusters Score -5559954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5559968.000000 Penalty: 5088.268555
	Iteration 17Q: 3 clusters Score -5559968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5559972.500000 Penalty: 5088.268555
	Iteration 18Q: 3 clusters Score -5559972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5559985.500000 Penalty: 5088.268555
	Iteration 19Q: 3 clusters Score -5559986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5559985.500000 Penalty: 5088.268555
	Iteration 20F: 3 clusters Score -5559986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5559993.500000 Penalty: 5088.268555
	Iteration 21Q: 3 clusters Score -5559994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5559996.000000 Penalty: 5088.268555
	Iteration 22Q: 3 clusters Score -5559996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5559999.500000 Penalty: 5088.268555
	Iteration 23Q: 3 clusters Score -5560000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5560001.500000 Penalty: 5088.268555
	Iteration 24Q: 3 clusters Score -5560002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5560004.500000 Penalty: 5088.268555
	Iteration 25Q: 3 clusters Score -5560004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5560008.000000 Penalty: 5088.268555
	Iteration 26Q: 3 clusters Score -5560008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5560010.000000 Penalty: 5088.268555
	Iteration 27Q: 3 clusters Score -5560010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5560010.000000 Penalty: 5088.268555
	Iteration 28F: 3 clusters Score -5560010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Entering Unmasked Estep 
Score: -5372426.500000 Penalty: 2535.221924
	Iteration 0F: 2 clusters Score -5372426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -5353965.000000 Penalty: 5070.443848
	Iteration 0F: 3 clusters Score -5353965 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -5360493.500000 Penalty: 5070.443848
	Iteration 1F: 3 clusters Score -5360494 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -5360906.000000 Penalty: 5070.443848
	Iteration 2Q: 3 clusters Score -5360906 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5361220.000000 Penalty: 5070.443848
	Iteration 3Q: 3 clusters Score -5361220 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -5361504.000000 Penalty: 5070.443848
	Iteration 4Q: 3 clusters Score -5361504 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -5361768.500000 Penalty: 5070.443848
	Iteration 5Q: 3 clusters Score -5361768 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -5362081.500000 Penalty: 5070.443848
	Iteration 6Q: 3 clusters Score -5362082 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -5362461.000000 Penalty: 5070.443848
	Iteration 7Q: 3 clusters Score -5362461 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5363020.000000 Penalty: 5070.443848
	Iteration 8Q: 3 clusters Score -5363020 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -5363703.000000 Penalty: 5070.443848
	Iteration 9Q: 3 clusters Score -5363703 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -5364714.000000 Penalty: 5070.443848
	Iteration 10F: 3 clusters Score -5364714 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -5366042.000000 Penalty: 5070.443848
	Iteration 11F: 3 clusters Score -5366042 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5367479.000000 Penalty: 5070.443848
	Iteration 12F: 3 clusters Score -5367479 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5368563.000000 Penalty: 5070.443848
	Iteration 13F: 3 clusters Score -5368563 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5369273.000000 Penalty: 5070.443848
	Iteration 14Q: 3 clusters Score -5369273 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5369716.000000 Penalty: 5070.443848
	Iteration 15Q: 3 clusters Score -5369716 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5369929.500000 Penalty: 5070.443848
	Iteration 16Q: 3 clusters Score -5369930 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5370044.500000 Penalty: 5070.443848
	Iteration 17Q: 3 clusters Score -5370044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5370123.000000 Penalty: 5070.443848
	Iteration 18Q: 3 clusters Score -5370123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5370156.000000 Penalty: 5070.443848
	Iteration 19Q: 3 clusters Score -5370156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5370186.000000 Penalty: 5070.443848
	Iteration 20F: 3 clusters Score -5370186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5370205.000000 Penalty: 5070.443848
	Iteration 21Q: 3 clusters Score -5370205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5370212.000000 Penalty: 5070.443848
	Iteration 22Q: 3 clusters Score -5370212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5370219.000000 Penalty: 5070.443848
	Iteration 23Q: 3 clusters Score -5370219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5370226.000000 Penalty: 5070.443848
	Iteration 24Q: 3 clusters Score -5370226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5370240.500000 Penalty: 5070.443848
	Iteration 25Q: 3 clusters Score -5370240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5370252.500000 Penalty: 5070.443848
	Iteration 26Q: 3 clusters Score -5370252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5370257.000000 Penalty: 5070.443848
	Iteration 27Q: 3 clusters Score -5370257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5370257.000000 Penalty: 5070.443848
	Iteration 28F: 3 clusters Score -5370257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -721845.937500 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -721845.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -718053.625000 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -718053.6 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -718917.562500 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -718917.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -719101.125000 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -719101.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -719202.375000 Penalty: 4089.189697
	Iteration 3Q: 3 clusters Score -719202.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -719277.750000 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -719277.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -719323.875000 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -719323.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -719358.437500 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -719358.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -719393.812500 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -719393.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -719426.625000 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -719426.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -719461.375000 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -719461.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -719494.875000 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -719494.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -719521.125000 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -719521.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -719554.750000 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -719554.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -719589.937500 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -719589.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -719627.687500 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -719627.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -719670.312500 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -719670.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -719709.750000 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -719709.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -719754.937500 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -719754.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -719807.125000 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -719807.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -719862.250000 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -719862.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -719929.312500 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -719929.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -720000.625000 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -720000.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -720064.375000 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -720064.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -720122.000000 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -720122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -720166.812500 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -720166.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -720199.312500 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -720199.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -720226.250000 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -720226.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -720252.625000 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -720252.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -720281.875000 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -720281.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -720313.125000 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -720313.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -720351.125000 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -720351.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -720378.000000 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -720378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -720395.250000 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -720395.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -720413.312500 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -720413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -720426.125000 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -720426.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -720440.750000 Penalty: 4089.189697
	Iteration 35Q: 3 clusters Score -720440.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -720461.375000 Penalty: 4089.189697
	Iteration 36Q: 3 clusters Score -720461.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -720471.875000 Penalty: 4089.189697
	Iteration 37Q: 3 clusters Score -720471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -720484.250000 Penalty: 4089.189697
	Iteration 38Q: 3 clusters Score -720484.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -720496.500000 Penalty: 4089.189697
	Iteration 39Q: 3 clusters Score -720496.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -720507.625000 Penalty: 4089.189697
	Iteration 40F: 3 clusters Score -720507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -720511.875000 Penalty: 4089.189697
	Iteration 41Q: 3 clusters Score -720511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -720513.875000 Penalty: 4089.189697
	Iteration 42Q: 3 clusters Score -720513.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -720517.812500 Penalty: 4089.189697
	Iteration 43Q: 3 clusters Score -720517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -720519.687500 Penalty: 4089.189697
	Iteration 44Q: 3 clusters Score -720519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -720522.875000 Penalty: 4089.189697
	Iteration 45Q: 3 clusters Score -720522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -720524.625000 Penalty: 4089.189697
	Iteration 46Q: 3 clusters Score -720524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -720526.187500 Penalty: 4089.189697
	Iteration 47Q: 3 clusters Score -720526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -720526.187500 Penalty: 4089.189697
	Iteration 48F: 3 clusters Score -720526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15599.981445 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -15599.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14574.749023 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -14574.75 nChanged 37
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: -14715.841797 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -14715.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14782.643555 Penalty: 2622.980469
	Iteration 2F: 3 clusters Score -14782.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14820.451172 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -14820.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14825.965820 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -14825.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14825.965820 Penalty: 2622.980469
	Iteration 5F: 3 clusters Score -14825.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Entering Unmasked Estep 
Score: -5038693.500000 Penalty: 2507.273193
	Iteration 0F: 2 clusters Score -5038694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -5022215.000000 Penalty: 5014.546387
	Iteration 0F: 3 clusters Score -5022215 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5028049.500000 Penalty: 5014.546387
	Iteration 1F: 3 clusters Score -5028050 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5028405.000000 Penalty: 5014.546387
	Iteration 2Q: 3 clusters Score -5028405 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -5028713.500000 Penalty: 5014.546387
	Iteration 3Q: 3 clusters Score -5028714 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -5028944.000000 Penalty: 5014.546387
	Iteration 4Q: 3 clusters Score -5028944 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -5029204.000000 Penalty: 5014.546387
	Iteration 5Q: 3 clusters Score -5029204 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -5029504.000000 Penalty: 5014.546387
	Iteration 6Q: 3 clusters Score -5029504 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -5029834.000000 Penalty: 5014.546387
	Iteration 7Q: 3 clusters Score -5029834 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -5030265.500000 Penalty: 5014.546387
	Iteration 8Q: 3 clusters Score -5030266 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -5030772.500000 Penalty: 5014.546387
	Iteration 9Q: 3 clusters Score -5030772 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -5031549.000000 Penalty: 5014.546387
	Iteration 10F: 3 clusters Score -5031549 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -5032479.500000 Penalty: 5014.546387
	Iteration 11F: 3 clusters Score -5032480 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5033483.500000 Penalty: 5014.546387
	Iteration 12F: 3 clusters Score -5033484 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5034423.500000 Penalty: 5014.546387
	Iteration 13Q: 3 clusters Score -5034424 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5035102.500000 Penalty: 5014.546387
	Iteration 14Q: 3 clusters Score -5035102 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5035600.500000 Penalty: 5014.546387
	Iteration 15Q: 3 clusters Score -5035600 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5035913.000000 Penalty: 5014.546387
	Iteration 16Q: 3 clusters Score -5035913 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5036132.000000 Penalty: 5014.546387
	Iteration 17Q: 3 clusters Score -5036132 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5036248.500000 Penalty: 5014.546387
	Iteration 18Q: 3 clusters Score -5036248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5036298.000000 Penalty: 5014.546387
	Iteration 19Q: 3 clusters Score -5036298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5036353.000000 Penalty: 5014.546387
	Iteration 20F: 3 clusters Score -5036353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5036387.500000 Penalty: 5014.546387
	Iteration 21Q: 3 clusters Score -5036388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5036407.500000 Penalty: 5014.546387
	Iteration 22Q: 3 clusters Score -5036408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5036425.000000 Penalty: 5014.546387
	Iteration 23Q: 3 clusters Score -5036425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5036450.000000 Penalty: 5014.546387
	Iteration 24Q: 3 clusters Score -5036450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5036452.500000 Penalty: 5014.546387
	Iteration 25Q: 3 clusters Score -5036452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5036458.500000 Penalty: 5014.546387
	Iteration 26Q: 3 clusters Score -5036458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5036459.000000 Penalty: 5014.546387
	Iteration 27Q: 3 clusters Score -5036459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5036456.500000 Penalty: 5014.546387
	Iteration 28Q: 3 clusters Score -5036456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5036460.000000 Penalty: 5014.546387
	Iteration 29Q: 3 clusters Score -5036460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5036464.000000 Penalty: 5014.546387
	Iteration 30Q: 3 clusters Score -5036464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5036464.000000 Penalty: 5014.546387
	Iteration 31F: 3 clusters Score -5036464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Entering Unmasked Estep 
Score: -2021010.750000 Penalty: 2287.783447
	Iteration 0F: 2 clusters Score -2021011 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 5087 members 
Entering Unmasked Estep 
Score: -2013226.125000 Penalty: 4575.566895
	Iteration 0F: 3 clusters Score -2013226 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2015517.875000 Penalty: 4575.566895
	Iteration 1F: 3 clusters Score -2015518 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2015786.125000 Penalty: 4575.566895
	Iteration 2F: 3 clusters Score -2015786 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2015971.500000 Penalty: 4575.566895
	Iteration 3Q: 3 clusters Score -2015972 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2016121.500000 Penalty: 4575.566895
	Iteration 4Q: 3 clusters Score -2016122 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2016249.125000 Penalty: 4575.566895
	Iteration 5Q: 3 clusters Score -2016249 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2016393.250000 Penalty: 4575.566895
	Iteration 6Q: 3 clusters Score -2016393 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2016545.500000 Penalty: 4575.566895
	Iteration 7Q: 3 clusters Score -2016546 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2016696.875000 Penalty: 4575.566895
	Iteration 8Q: 3 clusters Score -2016697 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2016835.500000 Penalty: 4575.566895
	Iteration 9Q: 3 clusters Score -2016836 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2016946.750000 Penalty: 4575.566895
	Iteration 10Q: 3 clusters Score -2016947 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2017043.750000 Penalty: 4575.566895
	Iteration 11Q: 3 clusters Score -2017044 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2017142.375000 Penalty: 4575.566895
	Iteration 12Q: 3 clusters Score -2017142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2017237.250000 Penalty: 4575.566895
	Iteration 13Q: 3 clusters Score -2017237 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2017344.500000 Penalty: 4575.566895
	Iteration 14Q: 3 clusters Score -2017344 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2017448.875000 Penalty: 4575.566895
	Iteration 15Q: 3 clusters Score -2017449 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2017547.750000 Penalty: 4575.566895
	Iteration 16Q: 3 clusters Score -2017548 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2017666.375000 Penalty: 4575.566895
	Iteration 17Q: 3 clusters Score -2017666 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2017793.375000 Penalty: 4575.566895
	Iteration 18Q: 3 clusters Score -2017793 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2017898.375000 Penalty: 4575.566895
	Iteration 19Q: 3 clusters Score -2017898 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2018019.250000 Penalty: 4575.566895
	Iteration 20F: 3 clusters Score -2018019 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2018125.250000 Penalty: 4575.566895
	Iteration 21Q: 3 clusters Score -2018125 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2018200.375000 Penalty: 4575.566895
	Iteration 22Q: 3 clusters Score -2018200 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2018253.375000 Penalty: 4575.566895
	Iteration 23Q: 3 clusters Score -2018253 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2018299.875000 Penalty: 4575.566895
	Iteration 24Q: 3 clusters Score -2018300 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2018337.000000 Penalty: 4575.566895
	Iteration 25Q: 3 clusters Score -2018337 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2018374.375000 Penalty: 4575.566895
	Iteration 26Q: 3 clusters Score -2018374 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2018404.000000 Penalty: 4575.566895
	Iteration 27Q: 3 clusters Score -2018404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2018437.625000 Penalty: 4575.566895
	Iteration 28Q: 3 clusters Score -2018438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2018480.875000 Penalty: 4575.566895
	Iteration 29Q: 3 clusters Score -2018481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2018511.375000 Penalty: 4575.566895
	Iteration 30Q: 3 clusters Score -2018511 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2018549.125000 Penalty: 4575.566895
	Iteration 31Q: 3 clusters Score -2018549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2018575.000000 Penalty: 4575.566895
	Iteration 32Q: 3 clusters Score -2018575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2018599.625000 Penalty: 4575.566895
	Iteration 33Q: 3 clusters Score -2018600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2018623.750000 Penalty: 4575.566895
	Iteration 34Q: 3 clusters Score -2018624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2018636.000000 Penalty: 4575.566895
	Iteration 35Q: 3 clusters Score -2018636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2018649.625000 Penalty: 4575.566895
	Iteration 36Q: 3 clusters Score -2018650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2018660.625000 Penalty: 4575.566895
	Iteration 37Q: 3 clusters Score -2018661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2018674.375000 Penalty: 4575.566895
	Iteration 38Q: 3 clusters Score -2018674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2018682.375000 Penalty: 4575.566895
	Iteration 39Q: 3 clusters Score -2018682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2018692.250000 Penalty: 4575.566895
	Iteration 40F: 3 clusters Score -2018692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2018701.125000 Penalty: 4575.566895
	Iteration 41Q: 3 clusters Score -2018701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2018713.875000 Penalty: 4575.566895
	Iteration 42Q: 3 clusters Score -2018714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2018718.375000 Penalty: 4575.566895
	Iteration 43Q: 3 clusters Score -2018718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2018724.000000 Penalty: 4575.566895
	Iteration 44Q: 3 clusters Score -2018724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2018728.000000 Penalty: 4575.566895
	Iteration 45Q: 3 clusters Score -2018728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2018729.875000 Penalty: 4575.566895
	Iteration 46Q: 3 clusters Score -2018730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2018735.625000 Penalty: 4575.566895
	Iteration 47Q: 3 clusters Score -2018736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2018737.750000 Penalty: 4575.566895
	Iteration 48Q: 3 clusters Score -2018738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2018739.875000 Penalty: 4575.566895
	Iteration 49Q: 3 clusters Score -2018740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2018742.750000 Penalty: 4575.566895
	Iteration 50Q: 3 clusters Score -2018743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2018748.875000 Penalty: 4575.566895
	Iteration 51Q: 3 clusters Score -2018749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2018753.625000 Penalty: 4575.566895
	Iteration 52Q: 3 clusters Score -2018754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2018757.875000 Penalty: 4575.566895
	Iteration 53Q: 3 clusters Score -2018758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2018772.875000 Penalty: 4575.566895
	Iteration 54Q: 3 clusters Score -2018773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2018777.500000 Penalty: 4575.566895
	Iteration 55Q: 3 clusters Score -2018778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2018784.250000 Penalty: 4575.566895
	Iteration 56Q: 3 clusters Score -2018784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2018795.500000 Penalty: 4575.566895
	Iteration 57Q: 3 clusters Score -2018796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2018816.375000 Penalty: 4575.566895
	Iteration 58Q: 3 clusters Score -2018816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2018834.125000 Penalty: 4575.566895
	Iteration 59Q: 3 clusters Score -2018834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2018847.375000 Penalty: 4575.566895
	Iteration 60F: 3 clusters Score -2018847 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2018864.000000 Penalty: 4575.566895
	Iteration 61Q: 3 clusters Score -2018864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2018875.500000 Penalty: 4575.566895
	Iteration 62Q: 3 clusters Score -2018876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2018895.000000 Penalty: 4575.566895
	Iteration 63Q: 3 clusters Score -2018895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2018909.250000 Penalty: 4575.566895
	Iteration 64Q: 3 clusters Score -2018909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2018923.750000 Penalty: 4575.566895
	Iteration 65Q: 3 clusters Score -2018924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2018940.000000 Penalty: 4575.566895
	Iteration 66Q: 3 clusters Score -2018940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2018958.500000 Penalty: 4575.566895
	Iteration 67Q: 3 clusters Score -2018958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2018977.250000 Penalty: 4575.566895
	Iteration 68Q: 3 clusters Score -2018977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2018992.500000 Penalty: 4575.566895
	Iteration 69Q: 3 clusters Score -2018992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2019009.875000 Penalty: 4575.566895
	Iteration 70Q: 3 clusters Score -2019010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2019028.375000 Penalty: 4575.566895
	Iteration 71Q: 3 clusters Score -2019028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2019044.375000 Penalty: 4575.566895
	Iteration 72Q: 3 clusters Score -2019044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2019072.375000 Penalty: 4575.566895
	Iteration 73Q: 3 clusters Score -2019072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2019082.875000 Penalty: 4575.566895
	Iteration 74Q: 3 clusters Score -2019083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2019104.375000 Penalty: 4575.566895
	Iteration 75Q: 3 clusters Score -2019104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2019119.125000 Penalty: 4575.566895
	Iteration 76Q: 3 clusters Score -2019119 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2019138.125000 Penalty: 4575.566895
	Iteration 77Q: 3 clusters Score -2019138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2019156.125000 Penalty: 4575.566895
	Iteration 78Q: 3 clusters Score -2019156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2019184.250000 Penalty: 4575.566895
	Iteration 79Q: 3 clusters Score -2019184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2019203.750000 Penalty: 4575.566895
	Iteration 80F: 3 clusters Score -2019204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2019219.875000 Penalty: 4575.566895
	Iteration 81Q: 3 clusters Score -2019220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2019233.250000 Penalty: 4575.566895
	Iteration 82Q: 3 clusters Score -2019233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2019248.375000 Penalty: 4575.566895
	Iteration 83Q: 3 clusters Score -2019248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2019269.750000 Penalty: 4575.566895
	Iteration 84Q: 3 clusters Score -2019270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2019288.750000 Penalty: 4575.566895
	Iteration 85Q: 3 clusters Score -2019289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2019305.750000 Penalty: 4575.566895
	Iteration 86Q: 3 clusters Score -2019306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2019317.750000 Penalty: 4575.566895
	Iteration 87Q: 3 clusters Score -2019318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2019322.375000 Penalty: 4575.566895
	Iteration 88Q: 3 clusters Score -2019322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2019332.000000 Penalty: 4575.566895
	Iteration 89Q: 3 clusters Score -2019332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2019337.375000 Penalty: 4575.566895
	Iteration 90Q: 3 clusters Score -2019337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2019345.625000 Penalty: 4575.566895
	Iteration 91Q: 3 clusters Score -2019346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2019351.500000 Penalty: 4575.566895
	Iteration 92Q: 3 clusters Score -2019352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2019360.500000 Penalty: 4575.566895
	Iteration 93Q: 3 clusters Score -2019360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2019368.625000 Penalty: 4575.566895
	Iteration 94Q: 3 clusters Score -2019369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2019377.750000 Penalty: 4575.566895
	Iteration 95Q: 3 clusters Score -2019378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2019383.375000 Penalty: 4575.566895
	Iteration 96Q: 3 clusters Score -2019383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2019388.750000 Penalty: 4575.566895
	Iteration 97Q: 3 clusters Score -2019389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2019399.125000 Penalty: 4575.566895
	Iteration 98Q: 3 clusters Score -2019399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2019405.250000 Penalty: 4575.566895
	Iteration 99Q: 3 clusters Score -2019405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2019410.250000 Penalty: 4575.566895
	Iteration 100F: 3 clusters Score -2019410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2019413.375000 Penalty: 4575.566895
	Iteration 101Q: 3 clusters Score -2019413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2019416.000000 Penalty: 4575.566895
	Iteration 102Q: 3 clusters Score -2019416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2019418.875000 Penalty: 4575.566895
	Iteration 103Q: 3 clusters Score -2019419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2019420.125000 Penalty: 4575.566895
	Iteration 104Q: 3 clusters Score -2019420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2019420.125000 Penalty: 4575.566895
	Iteration 105Q: 3 clusters Score -2019420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2019421.500000 Penalty: 4575.566895
	Iteration 106Q: 3 clusters Score -2019422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2019423.625000 Penalty: 4575.566895
	Iteration 107Q: 3 clusters Score -2019424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2019424.500000 Penalty: 4575.566895
	Iteration 108Q: 3 clusters Score -2019424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2019428.625000 Penalty: 4575.566895
	Iteration 109Q: 3 clusters Score -2019429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2019426.125000 Penalty: 4575.566895
	Iteration 110Q: 3 clusters Score -2019426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2019426.125000 Penalty: 4575.566895
	Iteration 111F: 3 clusters Score -2019426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 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 201 members 
Entering Unmasked Estep 
Score: -54775.222656 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54775.22 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55037.367188 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -55037.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55173.683594 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55173.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55232.078125 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -55232.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55287.261719 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55287.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55308.132812 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55308.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55323.003906 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55328.660156 Penalty: 2951.518799
	Iteration 7F: 3 clusters Score -55328.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55356.152344 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55356.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55368.093750 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55368.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55401.382812 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55401.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55401.382812 Penalty: 2951.518799
	Iteration 11F: 3 clusters Score -55401.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 159 members 
Entering Unmasked Estep 
Score: -45390.082031 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45390.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45614.402344 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -45650.234375 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -45650.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45678.898438 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45739.769531 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45739.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45759.222656 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -45759.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45764.441406 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -45764.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -45764.441406 Penalty: 2868.777344
	Iteration 7F: 3 clusters Score -45764.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -271113.062500 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -271113.1 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 735 members 
Entering Unmasked Estep 
Score: -268848.062500 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -268848.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -269255.843750 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -269255.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -269397.875000 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -269397.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -269485.062500 Penalty: 3611.567139
	Iteration 3F: 3 clusters Score -269485.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -269556.500000 Penalty: 3611.567139
	Iteration 4Q: 3 clusters Score -269556.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -269628.625000 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -269628.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -269689.312500 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -269689.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -269750.781250 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -269750.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -269831.000000 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -269831 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -269910.531250 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -269910.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -270006.968750 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -270007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -270095.375000 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -270095.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -270169.750000 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -270169.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -270260.031250 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -270260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -270352.906250 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -270352.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -270390.031250 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -270390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -270418.687500 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -270418.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -270435.156250 Penalty: 3611.567139
	Iteration 17Q: 3 clusters Score -270435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -270444.875000 Penalty: 3611.567139
	Iteration 18Q: 3 clusters Score -270444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -270451.093750 Penalty: 3611.567139
	Iteration 19Q: 3 clusters Score -270451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -270454.218750 Penalty: 3611.567139
	Iteration 20F: 3 clusters Score -270454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -270460.781250 Penalty: 3611.567139
	Iteration 21Q: 3 clusters Score -270460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -270460.781250 Penalty: 3611.567139
	Iteration 22F: 3 clusters Score -270460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -511516.281250 Penalty: 1973.119263
	Iteration 0F: 2 clusters Score -511516.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -508360.187500 Penalty: 3946.238525
	Iteration 0F: 3 clusters Score -508360.2 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -509120.000000 Penalty: 3946.238525
	Iteration 1F: 3 clusters Score -509120 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -509372.875000 Penalty: 3946.238525
	Iteration 2F: 3 clusters Score -509372.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -509541.562500 Penalty: 3946.238525
	Iteration 3F: 3 clusters Score -509541.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -509663.812500 Penalty: 3946.238525
	Iteration 4Q: 3 clusters Score -509663.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -509773.531250 Penalty: 3946.238525
	Iteration 5Q: 3 clusters Score -509773.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -509868.687500 Penalty: 3946.238525
	Iteration 6Q: 3 clusters Score -509868.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -509968.406250 Penalty: 3946.238525
	Iteration 7Q: 3 clusters Score -509968.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -510026.968750 Penalty: 3946.238525
	Iteration 8Q: 3 clusters Score -510027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -510066.687500 Penalty: 3946.238525
	Iteration 9Q: 3 clusters Score -510066.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -510093.906250 Penalty: 3946.238525
	Iteration 10Q: 3 clusters Score -510093.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -510112.156250 Penalty: 3946.238525
	Iteration 11Q: 3 clusters Score -510112.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -510125.468750 Penalty: 3946.238525
	Iteration 12Q: 3 clusters Score -510125.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -510145.156250 Penalty: 3946.238525
	Iteration 13Q: 3 clusters Score -510145.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -510157.093750 Penalty: 3946.238525
	Iteration 14Q: 3 clusters Score -510157.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -510165.937500 Penalty: 3946.238525
	Iteration 15Q: 3 clusters Score -510165.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -510172.406250 Penalty: 3946.238525
	Iteration 16Q: 3 clusters Score -510172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -510180.156250 Penalty: 3946.238525
	Iteration 17Q: 3 clusters Score -510180.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -510189.156250 Penalty: 3946.238525
	Iteration 18Q: 3 clusters Score -510189.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -510193.375000 Penalty: 3946.238525
	Iteration 19Q: 3 clusters Score -510193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -510197.781250 Penalty: 3946.238525
	Iteration 20F: 3 clusters Score -510197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -510200.218750 Penalty: 3946.238525
	Iteration 21Q: 3 clusters Score -510200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -510201.625000 Penalty: 3946.238525
	Iteration 22Q: 3 clusters Score -510201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -510203.343750 Penalty: 3946.238525
	Iteration 23Q: 3 clusters Score -510203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -510204.250000 Penalty: 3946.238525
	Iteration 24Q: 3 clusters Score -510204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -510204.968750 Penalty: 3946.238525
	Iteration 25Q: 3 clusters Score -510205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -510205.218750 Penalty: 3946.238525
	Iteration 26Q: 3 clusters Score -510205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -510205.218750 Penalty: 3946.238525
	Iteration 27F: 3 clusters Score -510205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -75672.929688 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -75672.93 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 246 members 
Entering Unmasked Estep 
Score: -74181.382812 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -74181.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74392.109375 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -74392.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74494.460938 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -74494.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74619.320312 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -74619.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74667.570312 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -74667.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74709.640625 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -74709.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74767.242188 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -74767.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74794.281250 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -74794.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74807.929688 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -74807.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74832.773438 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -74832.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74848.632812 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -74848.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74855.820312 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -74855.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74860.109375 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -74860.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74867.210938 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -74867.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74872.000000 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -74872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74875.078125 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -74875.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74879.468750 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -74879.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74882.968750 Penalty: 3067.337891
	Iteration 17Q: 3 clusters Score -74882.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74884.000000 Penalty: 3067.337891
	Iteration 18F: 3 clusters Score -74884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74889.289062 Penalty: 3067.337891
	Iteration 19Q: 3 clusters Score -74889.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74889.289062 Penalty: 3067.337891
	Iteration 20F: 3 clusters Score -74889.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 208 members 
Entering Unmasked Estep 
Score: -47851.621094 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47851.62 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48170.636719 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48170.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48280.910156 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48280.91 nChanged 12
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: -48319.539062 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -48319.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48331.613281 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48331.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48364.667969 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48364.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48368.828125 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48368.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48368.828125 Penalty: 2975.472656
	Iteration 7F: 3 clusters Score -48368.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 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 411 members 
Entering Unmasked Estep 
Score: -132208.156250 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132208.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -132580.359375 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132580.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132797.546875 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132797.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132914.703125 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -132914.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132987.359375 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -132987.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133040.625000 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -133040.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133081.937500 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -133081.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -133135.015625 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -133135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133214.562500 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -133214.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133380.406250 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -133380.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133502.843750 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -133502.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133567.250000 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -133567.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133628.546875 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -133628.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133670.343750 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -133670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133681.031250 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -133681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133687.656250 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -133687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133688.953125 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -133689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133690.093750 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -133690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133690.343750 Penalty: 3314.947021
	Iteration 18F: 3 clusters Score -133690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133696.265625 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -133696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133696.265625 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -133696.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Entering Unmasked Estep 
Score: -2252648.750000 Penalty: 2302.951904
	Iteration 0F: 2 clusters Score -2252649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2244508.250000 Penalty: 4605.903809
	Iteration 0F: 3 clusters Score -2244508 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2246839.000000 Penalty: 4605.903809
	Iteration 1F: 3 clusters Score -2246839 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2247114.750000 Penalty: 4605.903809
	Iteration 2F: 3 clusters Score -2247115 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2247319.500000 Penalty: 4605.903809
	Iteration 3Q: 3 clusters Score -2247320 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2247457.750000 Penalty: 4605.903809
	Iteration 4Q: 3 clusters Score -2247458 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2247568.500000 Penalty: 4605.903809
	Iteration 5Q: 3 clusters Score -2247568 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2247686.500000 Penalty: 4605.903809
	Iteration 6Q: 3 clusters Score -2247686 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2247811.750000 Penalty: 4605.903809
	Iteration 7Q: 3 clusters Score -2247812 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2247961.500000 Penalty: 4605.903809
	Iteration 8Q: 3 clusters Score -2247962 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2248167.750000 Penalty: 4605.903809
	Iteration 9Q: 3 clusters Score -2248168 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2248419.500000 Penalty: 4605.903809
	Iteration 10Q: 3 clusters Score -2248420 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2248688.250000 Penalty: 4605.903809
	Iteration 11Q: 3 clusters Score -2248688 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2248974.500000 Penalty: 4605.903809
	Iteration 12Q: 3 clusters Score -2248974 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2249242.500000 Penalty: 4605.903809
	Iteration 13Q: 3 clusters Score -2249242 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2249515.500000 Penalty: 4605.903809
	Iteration 14Q: 3 clusters Score -2249516 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2249766.000000 Penalty: 4605.903809
	Iteration 15Q: 3 clusters Score -2249766 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2249943.750000 Penalty: 4605.903809
	Iteration 16Q: 3 clusters Score -2249944 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2250074.000000 Penalty: 4605.903809
	Iteration 17Q: 3 clusters Score -2250074 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2250185.250000 Penalty: 4605.903809
	Iteration 18Q: 3 clusters Score -2250185 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2250288.000000 Penalty: 4605.903809
	Iteration 19Q: 3 clusters Score -2250288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2250385.250000 Penalty: 4605.903809
	Iteration 20F: 3 clusters Score -2250385 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2250465.500000 Penalty: 4605.903809
	Iteration 21Q: 3 clusters Score -2250466 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2250533.250000 Penalty: 4605.903809
	Iteration 22Q: 3 clusters Score -2250533 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2250580.000000 Penalty: 4605.903809
	Iteration 23Q: 3 clusters Score -2250580 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2250620.000000 Penalty: 4605.903809
	Iteration 24Q: 3 clusters Score -2250620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2250663.500000 Penalty: 4605.903809
	Iteration 25Q: 3 clusters Score -2250664 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2250708.000000 Penalty: 4605.903809
	Iteration 26Q: 3 clusters Score -2250708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2250735.000000 Penalty: 4605.903809
	Iteration 27Q: 3 clusters Score -2250735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2250762.000000 Penalty: 4605.903809
	Iteration 28Q: 3 clusters Score -2250762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2250776.500000 Penalty: 4605.903809
	Iteration 29Q: 3 clusters Score -2250776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2250790.250000 Penalty: 4605.903809
	Iteration 30Q: 3 clusters Score -2250790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2250798.250000 Penalty: 4605.903809
	Iteration 31Q: 3 clusters Score -2250798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2250799.000000 Penalty: 4605.903809
	Iteration 32Q: 3 clusters Score -2250799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2250804.000000 Penalty: 4605.903809
	Iteration 33Q: 3 clusters Score -2250804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2250807.250000 Penalty: 4605.903809
	Iteration 34Q: 3 clusters Score -2250807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2250808.500000 Penalty: 4605.903809
	Iteration 35Q: 3 clusters Score -2250808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2250804.250000 Penalty: 4605.903809
	Iteration 36Q: 3 clusters Score -2250804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2250810.250000 Penalty: 4605.903809
	Iteration 37Q: 3 clusters Score -2250810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2250812.000000 Penalty: 4605.903809
	Iteration 38Q: 3 clusters Score -2250812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2250810.000000 Penalty: 4605.903809
	Iteration 39Q: 3 clusters Score -2250810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2250808.750000 Penalty: 4605.903809
	Iteration 40F: 3 clusters Score -2250809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2250810.000000 Penalty: 4605.903809
	Iteration 41Q: 3 clusters Score -2250810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2250810.000000 Penalty: 4605.903809
	Iteration 42F: 3 clusters Score -2250810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (30667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Entering Unmasked Estep 
Score: -5958129.000000 Penalty: 2562.073730
	Iteration 0F: 2 clusters Score -5958129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -5938218.500000 Penalty: 5124.147461
	Iteration 0F: 3 clusters Score -5938218 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -5945616.500000 Penalty: 5124.147461
	Iteration 1F: 3 clusters Score -5945616 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5946000.000000 Penalty: 5124.147461
	Iteration 2Q: 3 clusters Score -5946000 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5946319.500000 Penalty: 5124.147461
	Iteration 3Q: 3 clusters Score -5946320 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5946590.500000 Penalty: 5124.147461
	Iteration 4Q: 3 clusters Score -5946590 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -5946921.500000 Penalty: 5124.147461
	Iteration 5Q: 3 clusters Score -5946922 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5947323.000000 Penalty: 5124.147461
	Iteration 6Q: 3 clusters Score -5947323 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -5947889.500000 Penalty: 5124.147461
	Iteration 7Q: 3 clusters Score -5947890 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5948768.500000 Penalty: 5124.147461
	Iteration 8F: 3 clusters Score -5948768 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5950162.000000 Penalty: 5124.147461
	Iteration 9F: 3 clusters Score -5950162 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -5951809.500000 Penalty: 5124.147461
	Iteration 10F: 3 clusters Score -5951810 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -5953436.500000 Penalty: 5124.147461
	Iteration 11F: 3 clusters Score -5953436 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -5954662.500000 Penalty: 5124.147461
	Iteration 12Q: 3 clusters Score -5954662 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5955314.000000 Penalty: 5124.147461
	Iteration 13Q: 3 clusters Score -5955314 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -5955578.500000 Penalty: 5124.147461
	Iteration 14Q: 3 clusters Score -5955578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -5955700.500000 Penalty: 5124.147461
	Iteration 15Q: 3 clusters Score -5955700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -5955792.000000 Penalty: 5124.147461
	Iteration 16Q: 3 clusters Score -5955792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -5955836.000000 Penalty: 5124.147461
	Iteration 17Q: 3 clusters Score -5955836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -5955849.500000 Penalty: 5124.147461
	Iteration 18Q: 3 clusters Score -5955850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -5955865.500000 Penalty: 5124.147461
	Iteration 19Q: 3 clusters Score -5955866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -5955870.000000 Penalty: 5124.147461
	Iteration 20F: 3 clusters Score -5955870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -5955891.500000 Penalty: 5124.147461
	Iteration 21Q: 3 clusters Score -5955892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -5955897.500000 Penalty: 5124.147461
	Iteration 22Q: 3 clusters Score -5955898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5955897.500000 Penalty: 5124.147461
	Iteration 23Q: 3 clusters Score -5955898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -5955903.000000 Penalty: 5124.147461
	Iteration 24Q: 3 clusters Score -5955903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -5955907.500000 Penalty: 5124.147461
	Iteration 25Q: 3 clusters Score -5955908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -5955909.500000 Penalty: 5124.147461
	Iteration 26Q: 3 clusters Score -5955910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -5955909.500000 Penalty: 5124.147461
	Iteration 27F: 3 clusters Score -5955910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Entering Unmasked Estep 
Score: -1433260.000000 Penalty: 2210.126221
	Iteration 0F: 2 clusters Score -1433260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1427188.875000 Penalty: 4420.252441
	Iteration 0F: 3 clusters Score -1427189 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1428824.250000 Penalty: 4420.252441
	Iteration 1F: 3 clusters Score -1428824 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1429177.000000 Penalty: 4420.252441
	Iteration 2F: 3 clusters Score -1429177 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1429449.750000 Penalty: 4420.252441
	Iteration 3F: 3 clusters Score -1429450 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1429713.250000 Penalty: 4420.252441
	Iteration 4F: 3 clusters Score -1429713 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1429912.625000 Penalty: 4420.252441
	Iteration 5Q: 3 clusters Score -1429913 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1430101.375000 Penalty: 4420.252441
	Iteration 6Q: 3 clusters Score -1430101 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1430285.500000 Penalty: 4420.252441
	Iteration 7Q: 3 clusters Score -1430286 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1430489.875000 Penalty: 4420.252441
	Iteration 8Q: 3 clusters Score -1430490 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1430720.875000 Penalty: 4420.252441
	Iteration 9Q: 3 clusters Score -1430721 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1430980.250000 Penalty: 4420.252441
	Iteration 10Q: 3 clusters Score -1430980 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1431263.125000 Penalty: 4420.252441
	Iteration 11Q: 3 clusters Score -1431263 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1431489.125000 Penalty: 4420.252441
	Iteration 12Q: 3 clusters Score -1431489 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1431623.500000 Penalty: 4420.252441
	Iteration 13Q: 3 clusters Score -1431624 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1431708.250000 Penalty: 4420.252441
	Iteration 14Q: 3 clusters Score -1431708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1431755.750000 Penalty: 4420.252441
	Iteration 15Q: 3 clusters Score -1431756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1431795.500000 Penalty: 4420.252441
	Iteration 16Q: 3 clusters Score -1431796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1431820.250000 Penalty: 4420.252441
	Iteration 17Q: 3 clusters Score -1431820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1431833.750000 Penalty: 4420.252441
	Iteration 18Q: 3 clusters Score -1431834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1431839.875000 Penalty: 4420.252441
	Iteration 19Q: 3 clusters Score -1431840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1431845.375000 Penalty: 4420.252441
	Iteration 20F: 3 clusters Score -1431845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1431849.250000 Penalty: 4420.252441
	Iteration 21Q: 3 clusters Score -1431849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1431850.375000 Penalty: 4420.252441
	Iteration 22Q: 3 clusters Score -1431850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1431852.625000 Penalty: 4420.252441
	Iteration 23Q: 3 clusters Score -1431853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1431853.125000 Penalty: 4420.252441
	Iteration 24Q: 3 clusters Score -1431853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1431853.375000 Penalty: 4420.252441
	Iteration 25Q: 3 clusters Score -1431853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1431853.250000 Penalty: 4420.252441
	Iteration 26Q: 3 clusters Score -1431853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1431853.250000 Penalty: 4420.252441
	Iteration 27F: 3 clusters Score -1431853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (61013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Entering Unmasked Estep 
Score: -11387854.000000 Penalty: 2732.673096
	Iteration 0F: 2 clusters Score -1.138785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -11348440.000000 Penalty: 5465.346191
	Iteration 0F: 3 clusters Score -1.134844e+07 nChanged 28363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -11364223.000000 Penalty: 5465.346191
	Iteration 1F: 3 clusters Score -1.136422e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -11364796.000000 Penalty: 5465.346191
	Iteration 2Q: 3 clusters Score -1.13648e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -11365381.000000 Penalty: 5465.346191
	Iteration 3Q: 3 clusters Score -1.136538e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -11365985.000000 Penalty: 5465.346191
	Iteration 4Q: 3 clusters Score -1.136598e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -11366617.000000 Penalty: 5465.346191
	Iteration 5Q: 3 clusters Score -1.136662e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -11367552.000000 Penalty: 5465.346191
	Iteration 6Q: 3 clusters Score -1.136755e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -11368973.000000 Penalty: 5465.346191
	Iteration 7Q: 3 clusters Score -1.136897e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -11371027.000000 Penalty: 5465.346191
	Iteration 8F: 3 clusters Score -1.137103e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -11373954.000000 Penalty: 5465.346191
	Iteration 9F: 3 clusters Score -1.137395e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -11377310.000000 Penalty: 5465.346191
	Iteration 10F: 3 clusters Score -1.137731e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -11380409.000000 Penalty: 5465.346191
	Iteration 11F: 3 clusters Score -1.138041e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -11382787.000000 Penalty: 5465.346191
	Iteration 12Q: 3 clusters Score -1.138279e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11384036.000000 Penalty: 5465.346191
	Iteration 13Q: 3 clusters Score -1.138404e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11384696.000000 Penalty: 5465.346191
	Iteration 14Q: 3 clusters Score -1.13847e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11385002.000000 Penalty: 5465.346191
	Iteration 15Q: 3 clusters Score -1.1385e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11385172.000000 Penalty: 5465.346191
	Iteration 16Q: 3 clusters Score -1.138517e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11385274.000000 Penalty: 5465.346191
	Iteration 17Q: 3 clusters Score -1.138527e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11385359.000000 Penalty: 5465.346191
	Iteration 18Q: 3 clusters Score -1.138536e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11385390.000000 Penalty: 5465.346191
	Iteration 19Q: 3 clusters Score -1.138539e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11385399.000000 Penalty: 5465.346191
	Iteration 20F: 3 clusters Score -1.13854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11385423.000000 Penalty: 5465.346191
	Iteration 21Q: 3 clusters Score -1.138542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11385426.000000 Penalty: 5465.346191
	Iteration 22Q: 3 clusters Score -1.138543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11385440.000000 Penalty: 5465.346191
	Iteration 23Q: 3 clusters Score -1.138544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11385458.000000 Penalty: 5465.346191
	Iteration 24Q: 3 clusters Score -1.138546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11385462.000000 Penalty: 5465.346191
	Iteration 25Q: 3 clusters Score -1.138546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11385455.000000 Penalty: 5465.346191
	Iteration 26Q: 3 clusters Score -1.138546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11385469.000000 Penalty: 5465.346191
	Iteration 27Q: 3 clusters Score -1.138547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11385463.000000 Penalty: 5465.346191
	Iteration 28Q: 3 clusters Score -1.138546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11385457.000000 Penalty: 5465.346191
	Iteration 29Q: 3 clusters Score -1.138546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11385469.000000 Penalty: 5465.346191
	Iteration 30Q: 3 clusters Score -1.138547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11385469.000000 Penalty: 5465.346191
	Iteration 31F: 3 clusters Score -1.138547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 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 157 members 
Entering Unmasked Estep 
Score: -26681.001953 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26856.091797 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26856.09 nChanged 26
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: -26924.000000 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26964.857422 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -26964.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27004.560547 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27004.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27044.828125 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27044.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27056.531250 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27056.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27056.531250 Penalty: 2832.371582
	Iteration 7F: 3 clusters Score -27056.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Entering Unmasked Estep 
Score: -3059175.750000 Penalty: 2388.721436
	Iteration 0F: 2 clusters Score -3059176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3048464.000000 Penalty: 4777.442871
	Iteration 0F: 3 clusters Score -3048464 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3051905.000000 Penalty: 4777.442871
	Iteration 1F: 3 clusters Score -3051905 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -3052215.750000 Penalty: 4777.442871
	Iteration 2F: 3 clusters Score -3052216 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3052443.250000 Penalty: 4777.442871
	Iteration 3Q: 3 clusters Score -3052443 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3052601.500000 Penalty: 4777.442871
	Iteration 4Q: 3 clusters Score -3052602 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3052724.500000 Penalty: 4777.442871
	Iteration 5Q: 3 clusters Score -3052724 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3052811.750000 Penalty: 4777.442871
	Iteration 6Q: 3 clusters Score -3052812 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3052892.250000 Penalty: 4777.442871
	Iteration 7Q: 3 clusters Score -3052892 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3052961.250000 Penalty: 4777.442871
	Iteration 8Q: 3 clusters Score -3052961 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3053029.000000 Penalty: 4777.442871
	Iteration 9Q: 3 clusters Score -3053029 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3053124.500000 Penalty: 4777.442871
	Iteration 10Q: 3 clusters Score -3053124 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3053246.750000 Penalty: 4777.442871
	Iteration 11Q: 3 clusters Score -3053247 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3053389.000000 Penalty: 4777.442871
	Iteration 12Q: 3 clusters Score -3053389 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3053588.500000 Penalty: 4777.442871
	Iteration 13Q: 3 clusters Score -3053588 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3053846.250000 Penalty: 4777.442871
	Iteration 14Q: 3 clusters Score -3053846 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3054181.250000 Penalty: 4777.442871
	Iteration 15Q: 3 clusters Score -3054181 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3054588.250000 Penalty: 4777.442871
	Iteration 16Q: 3 clusters Score -3054588 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3055100.750000 Penalty: 4777.442871
	Iteration 17Q: 3 clusters Score -3055101 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3055672.750000 Penalty: 4777.442871
	Iteration 18Q: 3 clusters Score -3055673 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3056206.750000 Penalty: 4777.442871
	Iteration 19Q: 3 clusters Score -3056207 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3056598.500000 Penalty: 4777.442871
	Iteration 20F: 3 clusters Score -3056598 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3056804.500000 Penalty: 4777.442871
	Iteration 21Q: 3 clusters Score -3056804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3056940.000000 Penalty: 4777.442871
	Iteration 22Q: 3 clusters Score -3056940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3057014.500000 Penalty: 4777.442871
	Iteration 23Q: 3 clusters Score -3057014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3057056.000000 Penalty: 4777.442871
	Iteration 24Q: 3 clusters Score -3057056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3057094.750000 Penalty: 4777.442871
	Iteration 25Q: 3 clusters Score -3057095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3057129.250000 Penalty: 4777.442871
	Iteration 26Q: 3 clusters Score -3057129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3057149.750000 Penalty: 4777.442871
	Iteration 27Q: 3 clusters Score -3057150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3057155.250000 Penalty: 4777.442871
	Iteration 28Q: 3 clusters Score -3057155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3057166.750000 Penalty: 4777.442871
	Iteration 29Q: 3 clusters Score -3057167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3057175.000000 Penalty: 4777.442871
	Iteration 30Q: 3 clusters Score -3057175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3057180.000000 Penalty: 4777.442871
	Iteration 31Q: 3 clusters Score -3057180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3057183.750000 Penalty: 4777.442871
	Iteration 32Q: 3 clusters Score -3057184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3057190.250000 Penalty: 4777.442871
	Iteration 33Q: 3 clusters Score -3057190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3057192.750000 Penalty: 4777.442871
	Iteration 34Q: 3 clusters Score -3057193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3057194.000000 Penalty: 4777.442871
	Iteration 35Q: 3 clusters Score -3057194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3057197.750000 Penalty: 4777.442871
	Iteration 36Q: 3 clusters Score -3057198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3057197.750000 Penalty: 4777.442871
	Iteration 37F: 3 clusters Score -3057198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -496400.687500 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -496400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -493343.375000 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -493343.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -493962.843750 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -493962.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -494112.406250 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -494112.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -494182.718750 Penalty: 3906.436035
	Iteration 3Q: 3 clusters Score -494182.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -494229.343750 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -494229.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -494261.093750 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -494261.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -494287.781250 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -494287.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -494316.593750 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -494316.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -494345.468750 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -494345.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -494360.562500 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -494360.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -494376.312500 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -494376.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -494392.375000 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -494392.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -494403.343750 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -494403.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -494412.312500 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -494412.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -494419.687500 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -494419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -494427.343750 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -494427.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -494432.250000 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -494432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -494438.906250 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -494438.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -494445.125000 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -494445.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -494455.531250 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -494455.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -494463.750000 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -494463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -494467.562500 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -494467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -494471.281250 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -494471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -494476.156250 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -494476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -494482.468750 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -494482.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -494487.437500 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -494487.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -494494.125000 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -494494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -494498.718750 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -494498.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -494499.750000 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -494499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -494500.156250 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -494500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -494501.812500 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -494501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -494502.375000 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -494502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -494501.843750 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -494501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -494504.062500 Penalty: 3906.436035
	Iteration 33Q: 3 clusters Score -494504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -494504.781250 Penalty: 3906.436035
	Iteration 34Q: 3 clusters Score -494504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -494504.781250 Penalty: 3906.436035
	Iteration 35Q: 3 clusters Score -494504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -494504.781250 Penalty: 3906.436035
	Iteration 36F: 3 clusters Score -494504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (42211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Entering Unmasked Estep 
Score: -8270264.000000 Penalty: 2641.308105
	Iteration 0F: 2 clusters Score -8270264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -8241936.500000 Penalty: 5282.616211
	Iteration 0F: 3 clusters Score -8241936 nChanged 19420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -8252588.500000 Penalty: 5282.616211
	Iteration 1F: 3 clusters Score -8252588 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -8253182.000000 Penalty: 5282.616211
	Iteration 2Q: 3 clusters Score -8253182 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -8253732.000000 Penalty: 5282.616211
	Iteration 3Q: 3 clusters Score -8253732 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -8254366.500000 Penalty: 5282.616211
	Iteration 4Q: 3 clusters Score -8254366 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -8255245.000000 Penalty: 5282.616211
	Iteration 5Q: 3 clusters Score -8255245 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -8256371.500000 Penalty: 5282.616211
	Iteration 6Q: 3 clusters Score -8256372 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -8257733.000000 Penalty: 5282.616211
	Iteration 7Q: 3 clusters Score -8257733 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -8259217.500000 Penalty: 5282.616211
	Iteration 8Q: 3 clusters Score -8259218 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -8260656.500000 Penalty: 5282.616211
	Iteration 9F: 3 clusters Score -8260656 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -8262179.500000 Penalty: 5282.616211
	Iteration 10Q: 3 clusters Score -8262180 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -8263554.500000 Penalty: 5282.616211
	Iteration 11Q: 3 clusters Score -8263554 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -8264667.000000 Penalty: 5282.616211
	Iteration 12Q: 3 clusters Score -8264667 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -8265627.500000 Penalty: 5282.616211
	Iteration 13Q: 3 clusters Score -8265628 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -8266385.000000 Penalty: 5282.616211
	Iteration 14Q: 3 clusters Score -8266385 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8266946.000000 Penalty: 5282.616211
	Iteration 15Q: 3 clusters Score -8266946 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8267322.500000 Penalty: 5282.616211
	Iteration 16Q: 3 clusters Score -8267322 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8267584.000000 Penalty: 5282.616211
	Iteration 17Q: 3 clusters Score -8267584 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8267708.000000 Penalty: 5282.616211
	Iteration 18Q: 3 clusters Score -8267708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8267807.000000 Penalty: 5282.616211
	Iteration 19Q: 3 clusters Score -8267807 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8267885.500000 Penalty: 5282.616211
	Iteration 20F: 3 clusters Score -8267886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8267954.500000 Penalty: 5282.616211
	Iteration 21Q: 3 clusters Score -8267954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8267968.000000 Penalty: 5282.616211
	Iteration 22Q: 3 clusters Score -8267968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8268008.500000 Penalty: 5282.616211
	Iteration 23Q: 3 clusters Score -8268008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8268032.000000 Penalty: 5282.616211
	Iteration 24Q: 3 clusters Score -8268032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8268063.500000 Penalty: 5282.616211
	Iteration 25Q: 3 clusters Score -8268064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8268064.000000 Penalty: 5282.616211
	Iteration 26Q: 3 clusters Score -8268064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8268062.500000 Penalty: 5282.616211
	Iteration 27Q: 3 clusters Score -8268062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8268079.500000 Penalty: 5282.616211
	Iteration 28Q: 3 clusters Score -8268080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8268095.000000 Penalty: 5282.616211
	Iteration 29Q: 3 clusters Score -8268095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8268098.000000 Penalty: 5282.616211
	Iteration 30Q: 3 clusters Score -8268098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8268094.500000 Penalty: 5282.616211
	Iteration 31Q: 3 clusters Score -8268094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8268102.500000 Penalty: 5282.616211
	Iteration 32Q: 3 clusters Score -8268102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8268101.000000 Penalty: 5282.616211
	Iteration 33Q: 3 clusters Score -8268101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8268100.500000 Penalty: 5282.616211
	Iteration 34Q: 3 clusters Score -8268100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8268095.000000 Penalty: 5282.616211
	Iteration 35Q: 3 clusters Score -8268095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8268095.000000 Penalty: 5282.616211
	Iteration 36F: 3 clusters Score -8268095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97727.687500 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97727.69 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97992.960938 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97992.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -98082.031250 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -98082.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -98129.171875 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -98129.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -98158.203125 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -98158.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98202.109375 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -98202.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98265.937500 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -98265.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98327.453125 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -98327.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -98367.757812 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -98367.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98409.500000 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -98409.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98437.664062 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -98437.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98456.101562 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -98456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98463.554688 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -98463.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98463.554688 Penalty: 3152.629395
	Iteration 13F: 3 clusters Score -98463.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -432894.156250 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -432894.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -430016.812500 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -430016.8 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -430741.406250 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -430741.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -431083.000000 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -431083 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -431345.687500 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -431345.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -431559.093750 Penalty: 3871.313232
	Iteration 4F: 3 clusters Score -431559.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -431737.718750 Penalty: 3871.313232
	Iteration 5F: 3 clusters Score -431737.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -431881.937500 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -431881.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -431973.125000 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -431973.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -432042.812500 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -432042.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -432093.250000 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -432093.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -432140.250000 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -432140.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -432182.968750 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -432183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -432216.156250 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -432216.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -432249.781250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -432249.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -432287.187500 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -432287.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -432337.406250 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -432337.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -432383.531250 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -432383.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -432411.750000 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -432411.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -432435.750000 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -432435.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -432452.812500 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -432452.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -432468.656250 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -432468.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -432478.718750 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -432478.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -432483.031250 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -432483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -432487.718750 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -432487.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -432493.156250 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -432493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -432496.125000 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -432496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -432500.031250 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -432500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -432502.875000 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -432502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -432504.156250 Penalty: 3871.313232
	Iteration 28Q: 3 clusters Score -432504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -432504.156250 Penalty: 3871.313232
	Iteration 29F: 3 clusters Score -432504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Entering Unmasked Estep 
Score: -4290031.500000 Penalty: 2460.428223
	Iteration 0F: 2 clusters Score -4290032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4278061.500000 Penalty: 4920.856445
	Iteration 0F: 3 clusters Score -4278062 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -4282786.000000 Penalty: 4920.856445
	Iteration 1F: 3 clusters Score -4282786 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4283108.500000 Penalty: 4920.856445
	Iteration 2F: 3 clusters Score -4283108 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -4283357.500000 Penalty: 4920.856445
	Iteration 3Q: 3 clusters Score -4283358 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -4283540.500000 Penalty: 4920.856445
	Iteration 4Q: 3 clusters Score -4283540 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4283715.500000 Penalty: 4920.856445
	Iteration 5Q: 3 clusters Score -4283716 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4283897.000000 Penalty: 4920.856445
	Iteration 6Q: 3 clusters Score -4283897 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4284114.500000 Penalty: 4920.856445
	Iteration 7Q: 3 clusters Score -4284114 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -4284382.000000 Penalty: 4920.856445
	Iteration 8Q: 3 clusters Score -4284382 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4284615.000000 Penalty: 4920.856445
	Iteration 9Q: 3 clusters Score -4284615 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4284925.500000 Penalty: 4920.856445
	Iteration 10Q: 3 clusters Score -4284926 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4285129.500000 Penalty: 4920.856445
	Iteration 11Q: 3 clusters Score -4285130 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -4285479.500000 Penalty: 4920.856445
	Iteration 12Q: 3 clusters Score -4285480 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4285768.000000 Penalty: 4920.856445
	Iteration 13Q: 3 clusters Score -4285768 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4286021.000000 Penalty: 4920.856445
	Iteration 14Q: 3 clusters Score -4286021 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4286294.500000 Penalty: 4920.856445
	Iteration 15Q: 3 clusters Score -4286294 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4286512.500000 Penalty: 4920.856445
	Iteration 16Q: 3 clusters Score -4286512 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4286713.500000 Penalty: 4920.856445
	Iteration 17Q: 3 clusters Score -4286714 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4286855.500000 Penalty: 4920.856445
	Iteration 18Q: 3 clusters Score -4286856 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4286945.500000 Penalty: 4920.856445
	Iteration 19Q: 3 clusters Score -4286946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4287045.500000 Penalty: 4920.856445
	Iteration 20F: 3 clusters Score -4287046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4287115.000000 Penalty: 4920.856445
	Iteration 21Q: 3 clusters Score -4287115 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4287161.000000 Penalty: 4920.856445
	Iteration 22Q: 3 clusters Score -4287161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4287220.000000 Penalty: 4920.856445
	Iteration 23Q: 3 clusters Score -4287220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4287286.000000 Penalty: 4920.856445
	Iteration 24Q: 3 clusters Score -4287286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4287300.000000 Penalty: 4920.856445
	Iteration 25Q: 3 clusters Score -4287300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4287336.500000 Penalty: 4920.856445
	Iteration 26Q: 3 clusters Score -4287336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4287355.500000 Penalty: 4920.856445
	Iteration 27Q: 3 clusters Score -4287356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4287371.500000 Penalty: 4920.856445
	Iteration 28Q: 3 clusters Score -4287372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4287373.500000 Penalty: 4920.856445
	Iteration 29Q: 3 clusters Score -4287374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4287396.000000 Penalty: 4920.856445
	Iteration 30Q: 3 clusters Score -4287396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4287411.000000 Penalty: 4920.856445
	Iteration 31Q: 3 clusters Score -4287411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4287428.500000 Penalty: 4920.856445
	Iteration 32Q: 3 clusters Score -4287428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4287433.000000 Penalty: 4920.856445
	Iteration 33Q: 3 clusters Score -4287433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -4287439.500000 Penalty: 4920.856445
	Iteration 34Q: 3 clusters Score -4287440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4287445.500000 Penalty: 4920.856445
	Iteration 35Q: 3 clusters Score -4287446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -4287447.500000 Penalty: 4920.856445
	Iteration 36Q: 3 clusters Score -4287448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4287452.500000 Penalty: 4920.856445
	Iteration 37Q: 3 clusters Score -4287452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4287453.000000 Penalty: 4920.856445
	Iteration 38Q: 3 clusters Score -4287453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4287457.500000 Penalty: 4920.856445
	Iteration 39Q: 3 clusters Score -4287458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4287460.000000 Penalty: 4920.856445
	Iteration 40F: 3 clusters Score -4287460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4287460.500000 Penalty: 4920.856445
	Iteration 41Q: 3 clusters Score -4287460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4287467.500000 Penalty: 4920.856445
	Iteration 42Q: 3 clusters Score -4287468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4287481.500000 Penalty: 4920.856445
	Iteration 43Q: 3 clusters Score -4287482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4287474.500000 Penalty: 4920.856445
	Iteration 44Q: 3 clusters Score -4287474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4287481.500000 Penalty: 4920.856445
	Iteration 45Q: 3 clusters Score -4287482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4287478.000000 Penalty: 4920.856445
	Iteration 46Q: 3 clusters Score -4287478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -4287493.500000 Penalty: 4920.856445
	Iteration 47Q: 3 clusters Score -4287494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4287503.000000 Penalty: 4920.856445
	Iteration 48Q: 3 clusters Score -4287503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4287507.500000 Penalty: 4920.856445
	Iteration 49Q: 3 clusters Score -4287508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -4287511.500000 Penalty: 4920.856445
	Iteration 50Q: 3 clusters Score -4287512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4287511.000000 Penalty: 4920.856445
	Iteration 51Q: 3 clusters Score -4287511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -4287513.000000 Penalty: 4920.856445
	Iteration 52Q: 3 clusters Score -4287513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4287514.000000 Penalty: 4920.856445
	Iteration 53Q: 3 clusters Score -4287514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4287520.000000 Penalty: 4920.856445
	Iteration 54Q: 3 clusters Score -4287520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4287520.500000 Penalty: 4920.856445
	Iteration 55Q: 3 clusters Score -4287520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4287520.000000 Penalty: 4920.856445
	Iteration 56Q: 3 clusters Score -4287520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4287536.000000 Penalty: 4920.856445
	Iteration 57Q: 3 clusters Score -4287536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -4287530.500000 Penalty: 4920.856445
	Iteration 58Q: 3 clusters Score -4287530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4287527.000000 Penalty: 4920.856445
	Iteration 59Q: 3 clusters Score -4287527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4287526.500000 Penalty: 4920.856445
	Iteration 60F: 3 clusters Score -4287526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -4287527.500000 Penalty: 4920.856445
	Iteration 61Q: 3 clusters Score -4287528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4287530.500000 Penalty: 4920.856445
	Iteration 62Q: 3 clusters Score -4287530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4287536.000000 Penalty: 4920.856445
	Iteration 63Q: 3 clusters Score -4287536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -4287542.500000 Penalty: 4920.856445
	Iteration 64Q: 3 clusters Score -4287542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4287541.500000 Penalty: 4920.856445
	Iteration 65Q: 3 clusters Score -4287542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4287541.500000 Penalty: 4920.856445
	Iteration 66Q: 3 clusters Score -4287542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4287541.500000 Penalty: 4920.856445
	Iteration 67Q: 3 clusters Score -4287542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -4287549.500000 Penalty: 4920.856445
	Iteration 68Q: 3 clusters Score -4287550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4287551.000000 Penalty: 4920.856445
	Iteration 69Q: 3 clusters Score -4287551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4287546.500000 Penalty: 4920.856445
	Iteration 70Q: 3 clusters Score -4287546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4287549.000000 Penalty: 4920.856445
	Iteration 71Q: 3 clusters Score -4287549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4287547.000000 Penalty: 4920.856445
	Iteration 72Q: 3 clusters Score -4287547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4287553.000000 Penalty: 4920.856445
	Iteration 73Q: 3 clusters Score -4287553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4287551.500000 Penalty: 4920.856445
	Iteration 74Q: 3 clusters Score -4287552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4287553.000000 Penalty: 4920.856445
	Iteration 75Q: 3 clusters Score -4287553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4287552.500000 Penalty: 4920.856445
	Iteration 76Q: 3 clusters Score -4287552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4287552.500000 Penalty: 4920.856445
	Iteration 77F: 3 clusters Score -4287552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Entering Unmasked Estep 
Score: -1294683.125000 Penalty: 2188.993652
	Iteration 0F: 2 clusters Score -1294683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1289050.250000 Penalty: 4377.987305
	Iteration 0F: 3 clusters Score -1289050 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1290499.250000 Penalty: 4377.987305
	Iteration 1F: 3 clusters Score -1290499 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1290756.875000 Penalty: 4377.987305
	Iteration 2F: 3 clusters Score -1290757 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1290921.125000 Penalty: 4377.987305
	Iteration 3Q: 3 clusters Score -1290921 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1291039.375000 Penalty: 4377.987305
	Iteration 4Q: 3 clusters Score -1291039 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1291113.250000 Penalty: 4377.987305
	Iteration 5Q: 3 clusters Score -1291113 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1291185.750000 Penalty: 4377.987305
	Iteration 6Q: 3 clusters Score -1291186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1291226.750000 Penalty: 4377.987305
	Iteration 7Q: 3 clusters Score -1291227 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1291261.375000 Penalty: 4377.987305
	Iteration 8Q: 3 clusters Score -1291261 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1291294.625000 Penalty: 4377.987305
	Iteration 9Q: 3 clusters Score -1291295 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1291318.750000 Penalty: 4377.987305
	Iteration 10Q: 3 clusters Score -1291319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1291335.375000 Penalty: 4377.987305
	Iteration 11Q: 3 clusters Score -1291335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1291352.375000 Penalty: 4377.987305
	Iteration 12Q: 3 clusters Score -1291352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1291360.875000 Penalty: 4377.987305
	Iteration 13Q: 3 clusters Score -1291361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1291371.250000 Penalty: 4377.987305
	Iteration 14Q: 3 clusters Score -1291371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1291383.125000 Penalty: 4377.987305
	Iteration 15Q: 3 clusters Score -1291383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1291396.375000 Penalty: 4377.987305
	Iteration 16Q: 3 clusters Score -1291396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1291407.625000 Penalty: 4377.987305
	Iteration 17Q: 3 clusters Score -1291408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1291418.000000 Penalty: 4377.987305
	Iteration 18Q: 3 clusters Score -1291418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1291427.250000 Penalty: 4377.987305
	Iteration 19Q: 3 clusters Score -1291427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1291434.000000 Penalty: 4377.987305
	Iteration 20F: 3 clusters Score -1291434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1291443.875000 Penalty: 4377.987305
	Iteration 21Q: 3 clusters Score -1291444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1291453.375000 Penalty: 4377.987305
	Iteration 22Q: 3 clusters Score -1291453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1291461.625000 Penalty: 4377.987305
	Iteration 23Q: 3 clusters Score -1291462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1291475.625000 Penalty: 4377.987305
	Iteration 24Q: 3 clusters Score -1291476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1291485.625000 Penalty: 4377.987305
	Iteration 25Q: 3 clusters Score -1291486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1291499.500000 Penalty: 4377.987305
	Iteration 26Q: 3 clusters Score -1291500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1291511.000000 Penalty: 4377.987305
	Iteration 27Q: 3 clusters Score -1291511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1291529.000000 Penalty: 4377.987305
	Iteration 28Q: 3 clusters Score -1291529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1291543.000000 Penalty: 4377.987305
	Iteration 29Q: 3 clusters Score -1291543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1291555.500000 Penalty: 4377.987305
	Iteration 30Q: 3 clusters Score -1291556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1291572.500000 Penalty: 4377.987305
	Iteration 31Q: 3 clusters Score -1291572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1291599.625000 Penalty: 4377.987305
	Iteration 32Q: 3 clusters Score -1291600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1291634.375000 Penalty: 4377.987305
	Iteration 33Q: 3 clusters Score -1291634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1291692.375000 Penalty: 4377.987305
	Iteration 34Q: 3 clusters Score -1291692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1291763.625000 Penalty: 4377.987305
	Iteration 35Q: 3 clusters Score -1291764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1291838.375000 Penalty: 4377.987305
	Iteration 36Q: 3 clusters Score -1291838 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1291931.500000 Penalty: 4377.987305
	Iteration 37Q: 3 clusters Score -1291932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1292024.625000 Penalty: 4377.987305
	Iteration 38Q: 3 clusters Score -1292025 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1292132.125000 Penalty: 4377.987305
	Iteration 39Q: 3 clusters Score -1292132 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1292231.000000 Penalty: 4377.987305
	Iteration 40F: 3 clusters Score -1292231 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1292322.000000 Penalty: 4377.987305
	Iteration 41Q: 3 clusters Score -1292322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1292386.500000 Penalty: 4377.987305
	Iteration 42Q: 3 clusters Score -1292386 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1292451.250000 Penalty: 4377.987305
	Iteration 43Q: 3 clusters Score -1292451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1292494.625000 Penalty: 4377.987305
	Iteration 44Q: 3 clusters Score -1292495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1292542.875000 Penalty: 4377.987305
	Iteration 45Q: 3 clusters Score -1292543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1292586.875000 Penalty: 4377.987305
	Iteration 46Q: 3 clusters Score -1292587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1292625.750000 Penalty: 4377.987305
	Iteration 47Q: 3 clusters Score -1292626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1292665.500000 Penalty: 4377.987305
	Iteration 48Q: 3 clusters Score -1292666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1292688.750000 Penalty: 4377.987305
	Iteration 49Q: 3 clusters Score -1292689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1292706.750000 Penalty: 4377.987305
	Iteration 50Q: 3 clusters Score -1292707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1292727.250000 Penalty: 4377.987305
	Iteration 51Q: 3 clusters Score -1292727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1292744.500000 Penalty: 4377.987305
	Iteration 52Q: 3 clusters Score -1292744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1292758.625000 Penalty: 4377.987305
	Iteration 53Q: 3 clusters Score -1292759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1292776.750000 Penalty: 4377.987305
	Iteration 54Q: 3 clusters Score -1292777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1292787.750000 Penalty: 4377.987305
	Iteration 55Q: 3 clusters Score -1292788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1292799.625000 Penalty: 4377.987305
	Iteration 56Q: 3 clusters Score -1292800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1292809.375000 Penalty: 4377.987305
	Iteration 57Q: 3 clusters Score -1292809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1292815.125000 Penalty: 4377.987305
	Iteration 58Q: 3 clusters Score -1292815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1292821.000000 Penalty: 4377.987305
	Iteration 59Q: 3 clusters Score -1292821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1292822.750000 Penalty: 4377.987305
	Iteration 60F: 3 clusters Score -1292823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1292826.625000 Penalty: 4377.987305
	Iteration 61Q: 3 clusters Score -1292827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1292829.000000 Penalty: 4377.987305
	Iteration 62Q: 3 clusters Score -1292829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1292831.125000 Penalty: 4377.987305
	Iteration 63Q: 3 clusters Score -1292831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1292831.875000 Penalty: 4377.987305
	Iteration 64Q: 3 clusters Score -1292832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1292836.125000 Penalty: 4377.987305
	Iteration 65Q: 3 clusters Score -1292836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1292836.875000 Penalty: 4377.987305
	Iteration 66Q: 3 clusters Score -1292837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1292836.875000 Penalty: 4377.987305
	Iteration 67F: 3 clusters Score -1292837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -582592.625000 Penalty: 1993.551025
	Iteration 0F: 2 clusters Score -582592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -579299.000000 Penalty: 3987.102051
	Iteration 0F: 3 clusters Score -579299 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -579932.062500 Penalty: 3987.102051
	Iteration 1F: 3 clusters Score -579932.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -580093.437500 Penalty: 3987.102051
	Iteration 2F: 3 clusters Score -580093.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -580207.437500 Penalty: 3987.102051
	Iteration 3F: 3 clusters Score -580207.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -580301.000000 Penalty: 3987.102051
	Iteration 4Q: 3 clusters Score -580301 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -580368.500000 Penalty: 3987.102051
	Iteration 5Q: 3 clusters Score -580368.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -580414.125000 Penalty: 3987.102051
	Iteration 6Q: 3 clusters Score -580414.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -580459.000000 Penalty: 3987.102051
	Iteration 7Q: 3 clusters Score -580459 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -580510.062500 Penalty: 3987.102051
	Iteration 8Q: 3 clusters Score -580510.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -580551.250000 Penalty: 3987.102051
	Iteration 9Q: 3 clusters Score -580551.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -580586.937500 Penalty: 3987.102051
	Iteration 10Q: 3 clusters Score -580586.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -580623.250000 Penalty: 3987.102051
	Iteration 11Q: 3 clusters Score -580623.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -580654.187500 Penalty: 3987.102051
	Iteration 12Q: 3 clusters Score -580654.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -580681.625000 Penalty: 3987.102051
	Iteration 13Q: 3 clusters Score -580681.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -580702.187500 Penalty: 3987.102051
	Iteration 14Q: 3 clusters Score -580702.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -580722.250000 Penalty: 3987.102051
	Iteration 15Q: 3 clusters Score -580722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -580734.250000 Penalty: 3987.102051
	Iteration 16Q: 3 clusters Score -580734.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -580743.812500 Penalty: 3987.102051
	Iteration 17Q: 3 clusters Score -580743.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -580754.875000 Penalty: 3987.102051
	Iteration 18Q: 3 clusters Score -580754.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -580761.812500 Penalty: 3987.102051
	Iteration 19Q: 3 clusters Score -580761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -580767.250000 Penalty: 3987.102051
	Iteration 20F: 3 clusters Score -580767.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -580775.312500 Penalty: 3987.102051
	Iteration 21Q: 3 clusters Score -580775.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -580781.250000 Penalty: 3987.102051
	Iteration 22Q: 3 clusters Score -580781.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -580786.250000 Penalty: 3987.102051
	Iteration 23Q: 3 clusters Score -580786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -580789.250000 Penalty: 3987.102051
	Iteration 24Q: 3 clusters Score -580789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -580791.187500 Penalty: 3987.102051
	Iteration 25Q: 3 clusters Score -580791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -580791.875000 Penalty: 3987.102051
	Iteration 26Q: 3 clusters Score -580791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -580795.500000 Penalty: 3987.102051
	Iteration 27Q: 3 clusters Score -580795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -580795.937500 Penalty: 3987.102051
	Iteration 28Q: 3 clusters Score -580795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -580796.437500 Penalty: 3987.102051
	Iteration 29Q: 3 clusters Score -580796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -580797.562500 Penalty: 3987.102051
	Iteration 30Q: 3 clusters Score -580797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -580798.937500 Penalty: 3987.102051
	Iteration 31Q: 3 clusters Score -580798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -580799.937500 Penalty: 3987.102051
	Iteration 32Q: 3 clusters Score -580799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -580799.937500 Penalty: 3987.102051
	Iteration 33F: 3 clusters Score -580799.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Entering Unmasked Estep 
Score: -3047841.250000 Penalty: 2378.271240
	Iteration 0F: 2 clusters Score -3047841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3037338.500000 Penalty: 4756.542480
	Iteration 0F: 3 clusters Score -3037338 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3040786.000000 Penalty: 4756.542480
	Iteration 1F: 3 clusters Score -3040786 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3041140.000000 Penalty: 4756.542480
	Iteration 2F: 3 clusters Score -3041140 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3041437.500000 Penalty: 4756.542480
	Iteration 3Q: 3 clusters Score -3041438 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3041681.500000 Penalty: 4756.542480
	Iteration 4Q: 3 clusters Score -3041682 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3041860.500000 Penalty: 4756.542480
	Iteration 5Q: 3 clusters Score -3041860 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3042054.250000 Penalty: 4756.542480
	Iteration 6Q: 3 clusters Score -3042054 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3042269.500000 Penalty: 4756.542480
	Iteration 7Q: 3 clusters Score -3042270 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3042507.750000 Penalty: 4756.542480
	Iteration 8Q: 3 clusters Score -3042508 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3042771.750000 Penalty: 4756.542480
	Iteration 9Q: 3 clusters Score -3042772 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3043169.000000 Penalty: 4756.542480
	Iteration 10Q: 3 clusters Score -3043169 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3043668.500000 Penalty: 4756.542480
	Iteration 11Q: 3 clusters Score -3043668 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3044206.500000 Penalty: 4756.542480
	Iteration 12Q: 3 clusters Score -3044206 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3044844.750000 Penalty: 4756.542480
	Iteration 13Q: 3 clusters Score -3044845 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3045336.500000 Penalty: 4756.542480
	Iteration 14Q: 3 clusters Score -3045336 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3045624.750000 Penalty: 4756.542480
	Iteration 15Q: 3 clusters Score -3045625 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3045745.000000 Penalty: 4756.542480
	Iteration 16Q: 3 clusters Score -3045745 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3045812.250000 Penalty: 4756.542480
	Iteration 17Q: 3 clusters Score -3045812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3045850.750000 Penalty: 4756.542480
	Iteration 18Q: 3 clusters Score -3045851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3045887.500000 Penalty: 4756.542480
	Iteration 19Q: 3 clusters Score -3045888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3045914.000000 Penalty: 4756.542480
	Iteration 20F: 3 clusters Score -3045914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3045928.500000 Penalty: 4756.542480
	Iteration 21Q: 3 clusters Score -3045928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3045940.000000 Penalty: 4756.542480
	Iteration 22Q: 3 clusters Score -3045940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3045950.750000 Penalty: 4756.542480
	Iteration 23Q: 3 clusters Score -3045951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3045963.000000 Penalty: 4756.542480
	Iteration 24Q: 3 clusters Score -3045963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3045978.000000 Penalty: 4756.542480
	Iteration 25Q: 3 clusters Score -3045978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3045983.250000 Penalty: 4756.542480
	Iteration 26Q: 3 clusters Score -3045983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3045988.750000 Penalty: 4756.542480
	Iteration 27Q: 3 clusters Score -3045989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3046000.750000 Penalty: 4756.542480
	Iteration 28Q: 3 clusters Score -3046001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3046004.000000 Penalty: 4756.542480
	Iteration 29Q: 3 clusters Score -3046004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3046005.000000 Penalty: 4756.542480
	Iteration 30Q: 3 clusters Score -3046005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3046010.500000 Penalty: 4756.542480
	Iteration 31Q: 3 clusters Score -3046010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3046002.250000 Penalty: 4756.542480
	Iteration 32Q: 3 clusters Score -3046002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3046014.250000 Penalty: 4756.542480
	Iteration 33Q: 3 clusters Score -3046014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3046015.500000 Penalty: 4756.542480
	Iteration 34Q: 3 clusters Score -3046016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3046013.500000 Penalty: 4756.542480
	Iteration 35Q: 3 clusters Score -3046014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3046019.750000 Penalty: 4756.542480
	Iteration 36Q: 3 clusters Score -3046020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3046017.250000 Penalty: 4756.542480
	Iteration 37Q: 3 clusters Score -3046017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3046014.250000 Penalty: 4756.542480
	Iteration 38Q: 3 clusters Score -3046014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3046016.250000 Penalty: 4756.542480
	Iteration 39Q: 3 clusters Score -3046016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3046013.750000 Penalty: 4756.542480
	Iteration 40F: 3 clusters Score -3046014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3046015.250000 Penalty: 4756.542480
	Iteration 41Q: 3 clusters Score -3046015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3046015.250000 Penalty: 4756.542480
	Iteration 42F: 3 clusters Score -3046015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (28751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Entering Unmasked Estep 
Score: -5599983.000000 Penalty: 2546.074219
	Iteration 0F: 2 clusters Score -5599983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -5580874.500000 Penalty: 5092.148438
	Iteration 0F: 3 clusters Score -5580874 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5587792.000000 Penalty: 5092.148438
	Iteration 1F: 3 clusters Score -5587792 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5588267.500000 Penalty: 5092.148438
	Iteration 2F: 3 clusters Score -5588268 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5588585.000000 Penalty: 5092.148438
	Iteration 3Q: 3 clusters Score -5588585 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -5588960.500000 Penalty: 5092.148438
	Iteration 4Q: 3 clusters Score -5588960 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5589264.000000 Penalty: 5092.148438
	Iteration 5Q: 3 clusters Score -5589264 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5589623.500000 Penalty: 5092.148438
	Iteration 6Q: 3 clusters Score -5589624 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -5589983.000000 Penalty: 5092.148438
	Iteration 7Q: 3 clusters Score -5589983 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -5590459.500000 Penalty: 5092.148438
	Iteration 8Q: 3 clusters Score -5590460 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -5591228.000000 Penalty: 5092.148438
	Iteration 9Q: 3 clusters Score -5591228 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -5592321.500000 Penalty: 5092.148438
	Iteration 10F: 3 clusters Score -5592322 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -5593722.000000 Penalty: 5092.148438
	Iteration 11F: 3 clusters Score -5593722 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -5595068.000000 Penalty: 5092.148438
	Iteration 12Q: 3 clusters Score -5595068 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -5595976.500000 Penalty: 5092.148438
	Iteration 13Q: 3 clusters Score -5595976 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5596478.500000 Penalty: 5092.148438
	Iteration 14Q: 3 clusters Score -5596478 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -5596817.000000 Penalty: 5092.148438
	Iteration 15Q: 3 clusters Score -5596817 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5597096.000000 Penalty: 5092.148438
	Iteration 16Q: 3 clusters Score -5597096 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5597333.000000 Penalty: 5092.148438
	Iteration 17Q: 3 clusters Score -5597333 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5597486.000000 Penalty: 5092.148438
	Iteration 18Q: 3 clusters Score -5597486 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -5597638.500000 Penalty: 5092.148438
	Iteration 19Q: 3 clusters Score -5597638 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -5597731.500000 Penalty: 5092.148438
	Iteration 20F: 3 clusters Score -5597732 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -5597799.000000 Penalty: 5092.148438
	Iteration 21Q: 3 clusters Score -5597799 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -5597846.500000 Penalty: 5092.148438
	Iteration 22Q: 3 clusters Score -5597846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5597919.000000 Penalty: 5092.148438
	Iteration 23Q: 3 clusters Score -5597919 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -5597962.500000 Penalty: 5092.148438
	Iteration 24Q: 3 clusters Score -5597962 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -5597989.500000 Penalty: 5092.148438
	Iteration 25Q: 3 clusters Score -5597990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -5597991.500000 Penalty: 5092.148438
	Iteration 26Q: 3 clusters Score -5597992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -5598005.500000 Penalty: 5092.148438
	Iteration 27Q: 3 clusters Score -5598006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -5598019.000000 Penalty: 5092.148438
	Iteration 28Q: 3 clusters Score -5598019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -5598043.500000 Penalty: 5092.148438
	Iteration 29Q: 3 clusters Score -5598044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -5598044.000000 Penalty: 5092.148438
	Iteration 30Q: 3 clusters Score -5598044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -5598051.000000 Penalty: 5092.148438
	Iteration 31Q: 3 clusters Score -5598051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -5598044.000000 Penalty: 5092.148438
	Iteration 32Q: 3 clusters Score -5598044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5598050.000000 Penalty: 5092.148438
	Iteration 33Q: 3 clusters Score -5598050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -5598049.500000 Penalty: 5092.148438
	Iteration 34Q: 3 clusters Score -5598050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5598056.000000 Penalty: 5092.148438
	Iteration 35Q: 3 clusters Score -5598056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5598054.000000 Penalty: 5092.148438
	Iteration 36Q: 3 clusters Score -5598054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5598053.500000 Penalty: 5092.148438
	Iteration 37Q: 3 clusters Score -5598054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5598059.500000 Penalty: 5092.148438
	Iteration 38Q: 3 clusters Score -5598060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5598054.000000 Penalty: 5092.148438
	Iteration 39Q: 3 clusters Score -5598054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5598059.000000 Penalty: 5092.148438
	Iteration 40F: 3 clusters Score -5598059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5598062.000000 Penalty: 5092.148438
	Iteration 41Q: 3 clusters Score -5598062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5598060.000000 Penalty: 5092.148438
	Iteration 42Q: 3 clusters Score -5598060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5598059.500000 Penalty: 5092.148438
	Iteration 43Q: 3 clusters Score -5598060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5598060.500000 Penalty: 5092.148438
	Iteration 44Q: 3 clusters Score -5598060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5598060.500000 Penalty: 5092.148438
	Iteration 45F: 3 clusters Score -5598060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (21917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Entering Unmasked Estep 
Score: -4280445.500000 Penalty: 2478.764404
	Iteration 0F: 2 clusters Score -4280446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4265125.500000 Penalty: 4957.528809
	Iteration 0F: 3 clusters Score -4265126 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4270368.000000 Penalty: 4957.528809
	Iteration 1F: 3 clusters Score -4270368 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4270748.500000 Penalty: 4957.528809
	Iteration 2Q: 3 clusters Score -4270748 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -4271051.000000 Penalty: 4957.528809
	Iteration 3Q: 3 clusters Score -4271051 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4271279.500000 Penalty: 4957.528809
	Iteration 4Q: 3 clusters Score -4271280 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4271466.000000 Penalty: 4957.528809
	Iteration 5Q: 3 clusters Score -4271466 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4271646.500000 Penalty: 4957.528809
	Iteration 6Q: 3 clusters Score -4271646 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4271822.500000 Penalty: 4957.528809
	Iteration 7Q: 3 clusters Score -4271822 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -4272034.500000 Penalty: 4957.528809
	Iteration 8Q: 3 clusters Score -4272034 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4272291.500000 Penalty: 4957.528809
	Iteration 9Q: 3 clusters Score -4272292 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4272563.500000 Penalty: 4957.528809
	Iteration 10Q: 3 clusters Score -4272564 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -4272948.500000 Penalty: 4957.528809
	Iteration 11Q: 3 clusters Score -4272948 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4273427.500000 Penalty: 4957.528809
	Iteration 12Q: 3 clusters Score -4273428 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4273986.000000 Penalty: 4957.528809
	Iteration 13Q: 3 clusters Score -4273986 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4274492.000000 Penalty: 4957.528809
	Iteration 14Q: 3 clusters Score -4274492 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -4274913.000000 Penalty: 4957.528809
	Iteration 15Q: 3 clusters Score -4274913 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4275205.500000 Penalty: 4957.528809
	Iteration 16Q: 3 clusters Score -4275206 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4275431.500000 Penalty: 4957.528809
	Iteration 17Q: 3 clusters Score -4275432 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4275679.000000 Penalty: 4957.528809
	Iteration 18Q: 3 clusters Score -4275679 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -4275938.500000 Penalty: 4957.528809
	Iteration 19Q: 3 clusters Score -4275938 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4276176.000000 Penalty: 4957.528809
	Iteration 20F: 3 clusters Score -4276176 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4276414.000000 Penalty: 4957.528809
	Iteration 21Q: 3 clusters Score -4276414 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -4276661.000000 Penalty: 4957.528809
	Iteration 22Q: 3 clusters Score -4276661 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4276898.000000 Penalty: 4957.528809
	Iteration 23Q: 3 clusters Score -4276898 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4277113.500000 Penalty: 4957.528809
	Iteration 24Q: 3 clusters Score -4277114 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4277303.000000 Penalty: 4957.528809
	Iteration 25Q: 3 clusters Score -4277303 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4277461.500000 Penalty: 4957.528809
	Iteration 26Q: 3 clusters Score -4277462 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4277611.000000 Penalty: 4957.528809
	Iteration 27Q: 3 clusters Score -4277611 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4277732.000000 Penalty: 4957.528809
	Iteration 28Q: 3 clusters Score -4277732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4277829.500000 Penalty: 4957.528809
	Iteration 29Q: 3 clusters Score -4277830 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4277907.500000 Penalty: 4957.528809
	Iteration 30Q: 3 clusters Score -4277908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4277959.500000 Penalty: 4957.528809
	Iteration 31Q: 3 clusters Score -4277960 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4277980.500000 Penalty: 4957.528809
	Iteration 32Q: 3 clusters Score -4277980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4278022.000000 Penalty: 4957.528809
	Iteration 33Q: 3 clusters Score -4278022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4278055.500000 Penalty: 4957.528809
	Iteration 34Q: 3 clusters Score -4278056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4278057.500000 Penalty: 4957.528809
	Iteration 35Q: 3 clusters Score -4278058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4278065.500000 Penalty: 4957.528809
	Iteration 36Q: 3 clusters Score -4278066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4278079.500000 Penalty: 4957.528809
	Iteration 37Q: 3 clusters Score -4278080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4278076.000000 Penalty: 4957.528809
	Iteration 38Q: 3 clusters Score -4278076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4278088.000000 Penalty: 4957.528809
	Iteration 39Q: 3 clusters Score -4278088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4278095.000000 Penalty: 4957.528809
	Iteration 40F: 3 clusters Score -4278095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -4278095.500000 Penalty: 4957.528809
	Iteration 41Q: 3 clusters Score -4278096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4278096.500000 Penalty: 4957.528809
	Iteration 42Q: 3 clusters Score -4278096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4278092.500000 Penalty: 4957.528809
	Iteration 43Q: 3 clusters Score -4278092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4278096.000000 Penalty: 4957.528809
	Iteration 44Q: 3 clusters Score -4278096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4278092.500000 Penalty: 4957.528809
	Iteration 45Q: 3 clusters Score -4278092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4278092.000000 Penalty: 4957.528809
	Iteration 46Q: 3 clusters Score -4278092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4278090.000000 Penalty: 4957.528809
	Iteration 47Q: 3 clusters Score -4278090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4278093.000000 Penalty: 4957.528809
	Iteration 48Q: 3 clusters Score -4278093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4278095.000000 Penalty: 4957.528809
	Iteration 49Q: 3 clusters Score -4278095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4278094.000000 Penalty: 4957.528809
	Iteration 50Q: 3 clusters Score -4278094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4278095.500000 Penalty: 4957.528809
	Iteration 51Q: 3 clusters Score -4278096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4278088.000000 Penalty: 4957.528809
	Iteration 52Q: 3 clusters Score -4278088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4278092.000000 Penalty: 4957.528809
	Iteration 53Q: 3 clusters Score -4278092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4278091.500000 Penalty: 4957.528809
	Iteration 54Q: 3 clusters Score -4278092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4278100.500000 Penalty: 4957.528809
	Iteration 55Q: 3 clusters Score -4278100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -4278099.000000 Penalty: 4957.528809
	Iteration 56Q: 3 clusters Score -4278099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4278103.500000 Penalty: 4957.528809
	Iteration 57Q: 3 clusters Score -4278104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4278102.000000 Penalty: 4957.528809
	Iteration 58Q: 3 clusters Score -4278102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4278105.500000 Penalty: 4957.528809
	Iteration 59Q: 3 clusters Score -4278106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4278111.000000 Penalty: 4957.528809
	Iteration 60F: 3 clusters Score -4278111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4278105.500000 Penalty: 4957.528809
	Iteration 61Q: 3 clusters Score -4278106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4278107.500000 Penalty: 4957.528809
	Iteration 62Q: 3 clusters Score -4278108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4278111.000000 Penalty: 4957.528809
	Iteration 63Q: 3 clusters Score -4278111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4278111.000000 Penalty: 4957.528809
	Iteration 64F: 3 clusters Score -4278111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -380733.406250 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -380733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -378118.125000 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -378118.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -378744.750000 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -378744.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -378984.156250 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -378984.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -379218.031250 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -379218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -379390.906250 Penalty: 3772.768311
	Iteration 4F: 3 clusters Score -379390.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -379500.375000 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -379500.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -379565.343750 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -379565.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -379621.843750 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -379621.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -379658.750000 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -379658.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -379674.250000 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -379674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -379681.812500 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -379681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -379687.875000 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -379687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -379695.031250 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -379695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -379703.843750 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -379703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -379712.687500 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -379712.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -379720.468750 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -379720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -379730.531250 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -379730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379738.093750 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -379738.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379746.000000 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -379746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -379750.593750 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -379750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379755.718750 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -379755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379757.125000 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -379757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379757.468750 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -379757.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379757.468750 Penalty: 3772.768311
	Iteration 23F: 3 clusters Score -379757.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27306.052734 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27306.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27660.000000 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27757.255859 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -27757.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -27813.375000 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -27813.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27826.904297 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -27826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27826.904297 Penalty: 2760.002197
	Iteration 5F: 3 clusters Score -27826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Entering Unmasked Estep 
Score: -3052188.250000 Penalty: 2380.299072
	Iteration 0F: 2 clusters Score -3052188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3041657.250000 Penalty: 4760.598145
	Iteration 0F: 3 clusters Score -3041657 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3044900.750000 Penalty: 4760.598145
	Iteration 1F: 3 clusters Score -3044901 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3045238.750000 Penalty: 4760.598145
	Iteration 2F: 3 clusters Score -3045239 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3045505.500000 Penalty: 4760.598145
	Iteration 3Q: 3 clusters Score -3045506 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3045701.250000 Penalty: 4760.598145
	Iteration 4Q: 3 clusters Score -3045701 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3045857.250000 Penalty: 4760.598145
	Iteration 5Q: 3 clusters Score -3045857 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3046012.500000 Penalty: 4760.598145
	Iteration 6Q: 3 clusters Score -3046012 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3046212.000000 Penalty: 4760.598145
	Iteration 7Q: 3 clusters Score -3046212 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3046452.000000 Penalty: 4760.598145
	Iteration 8Q: 3 clusters Score -3046452 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3046722.000000 Penalty: 4760.598145
	Iteration 9Q: 3 clusters Score -3046722 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3047094.000000 Penalty: 4760.598145
	Iteration 10Q: 3 clusters Score -3047094 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3047566.250000 Penalty: 4760.598145
	Iteration 11Q: 3 clusters Score -3047566 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3048074.250000 Penalty: 4760.598145
	Iteration 12Q: 3 clusters Score -3048074 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3048570.000000 Penalty: 4760.598145
	Iteration 13Q: 3 clusters Score -3048570 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3048978.000000 Penalty: 4760.598145
	Iteration 14Q: 3 clusters Score -3048978 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3049315.750000 Penalty: 4760.598145
	Iteration 15Q: 3 clusters Score -3049316 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3049547.500000 Penalty: 4760.598145
	Iteration 16Q: 3 clusters Score -3049548 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3049686.750000 Penalty: 4760.598145
	Iteration 17Q: 3 clusters Score -3049687 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3049788.750000 Penalty: 4760.598145
	Iteration 18Q: 3 clusters Score -3049789 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3049877.000000 Penalty: 4760.598145
	Iteration 19Q: 3 clusters Score -3049877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3049938.750000 Penalty: 4760.598145
	Iteration 20F: 3 clusters Score -3049939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3049993.750000 Penalty: 4760.598145
	Iteration 21Q: 3 clusters Score -3049994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3050011.750000 Penalty: 4760.598145
	Iteration 22Q: 3 clusters Score -3050012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3050036.750000 Penalty: 4760.598145
	Iteration 23Q: 3 clusters Score -3050037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3050056.750000 Penalty: 4760.598145
	Iteration 24Q: 3 clusters Score -3050057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3050065.250000 Penalty: 4760.598145
	Iteration 25Q: 3 clusters Score -3050065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3050078.250000 Penalty: 4760.598145
	Iteration 26Q: 3 clusters Score -3050078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3050080.750000 Penalty: 4760.598145
	Iteration 27Q: 3 clusters Score -3050081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3050093.000000 Penalty: 4760.598145
	Iteration 28Q: 3 clusters Score -3050093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3050096.000000 Penalty: 4760.598145
	Iteration 29Q: 3 clusters Score -3050096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3050102.750000 Penalty: 4760.598145
	Iteration 30Q: 3 clusters Score -3050103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3050101.250000 Penalty: 4760.598145
	Iteration 31Q: 3 clusters Score -3050101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3050105.500000 Penalty: 4760.598145
	Iteration 32Q: 3 clusters Score -3050106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3050105.500000 Penalty: 4760.598145
	Iteration 33Q: 3 clusters Score -3050106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3050105.500000 Penalty: 4760.598145
	Iteration 34F: 3 clusters Score -3050106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (32163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Entering Unmasked Estep 
Score: -6269294.500000 Penalty: 2573.885986
	Iteration 0F: 2 clusters Score -6269294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -6249191.000000 Penalty: 5147.771973
	Iteration 0F: 3 clusters Score -6249191 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -6257182.000000 Penalty: 5147.771973
	Iteration 1F: 3 clusters Score -6257182 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -6257529.500000 Penalty: 5147.771973
	Iteration 2Q: 3 clusters Score -6257530 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -6257837.500000 Penalty: 5147.771973
	Iteration 3Q: 3 clusters Score -6257838 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -6258082.500000 Penalty: 5147.771973
	Iteration 4Q: 3 clusters Score -6258082 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -6258314.000000 Penalty: 5147.771973
	Iteration 5Q: 3 clusters Score -6258314 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6258606.500000 Penalty: 5147.771973
	Iteration 6Q: 3 clusters Score -6258606 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -6258979.000000 Penalty: 5147.771973
	Iteration 7Q: 3 clusters Score -6258979 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -6259499.500000 Penalty: 5147.771973
	Iteration 8Q: 3 clusters Score -6259500 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -6260345.500000 Penalty: 5147.771973
	Iteration 9Q: 3 clusters Score -6260346 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -6261502.500000 Penalty: 5147.771973
	Iteration 10F: 3 clusters Score -6261502 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -6262843.500000 Penalty: 5147.771973
	Iteration 11F: 3 clusters Score -6262844 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -6264052.500000 Penalty: 5147.771973
	Iteration 12F: 3 clusters Score -6264052 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6264973.500000 Penalty: 5147.771973
	Iteration 13Q: 3 clusters Score -6264974 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -6265574.000000 Penalty: 5147.771973
	Iteration 14Q: 3 clusters Score -6265574 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6265950.500000 Penalty: 5147.771973
	Iteration 15Q: 3 clusters Score -6265950 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6266248.500000 Penalty: 5147.771973
	Iteration 16Q: 3 clusters Score -6266248 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6266462.500000 Penalty: 5147.771973
	Iteration 17Q: 3 clusters Score -6266462 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6266599.000000 Penalty: 5147.771973
	Iteration 18Q: 3 clusters Score -6266599 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6266736.500000 Penalty: 5147.771973
	Iteration 19Q: 3 clusters Score -6266736 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6266834.500000 Penalty: 5147.771973
	Iteration 20F: 3 clusters Score -6266834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6266905.000000 Penalty: 5147.771973
	Iteration 21Q: 3 clusters Score -6266905 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6266955.000000 Penalty: 5147.771973
	Iteration 22Q: 3 clusters Score -6266955 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6266990.000000 Penalty: 5147.771973
	Iteration 23Q: 3 clusters Score -6266990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6267026.000000 Penalty: 5147.771973
	Iteration 24Q: 3 clusters Score -6267026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6267059.000000 Penalty: 5147.771973
	Iteration 25Q: 3 clusters Score -6267059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6267071.000000 Penalty: 5147.771973
	Iteration 26Q: 3 clusters Score -6267071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6267087.000000 Penalty: 5147.771973
	Iteration 27Q: 3 clusters Score -6267087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6267095.500000 Penalty: 5147.771973
	Iteration 28Q: 3 clusters Score -6267096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6267106.500000 Penalty: 5147.771973
	Iteration 29Q: 3 clusters Score -6267106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6267111.000000 Penalty: 5147.771973
	Iteration 30Q: 3 clusters Score -6267111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6267116.000000 Penalty: 5147.771973
	Iteration 31Q: 3 clusters Score -6267116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6267129.000000 Penalty: 5147.771973
	Iteration 32Q: 3 clusters Score -6267129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6267125.000000 Penalty: 5147.771973
	Iteration 33Q: 3 clusters Score -6267125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6267128.000000 Penalty: 5147.771973
	Iteration 34Q: 3 clusters Score -6267128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6267147.000000 Penalty: 5147.771973
	Iteration 35Q: 3 clusters Score -6267147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6267147.000000 Penalty: 5147.771973
	Iteration 36Q: 3 clusters Score -6267147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6267149.500000 Penalty: 5147.771973
	Iteration 37Q: 3 clusters Score -6267150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6267149.500000 Penalty: 5147.771973
	Iteration 38Q: 3 clusters Score -6267150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6267147.000000 Penalty: 5147.771973
	Iteration 39Q: 3 clusters Score -6267147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6267145.000000 Penalty: 5147.771973
	Iteration 40F: 3 clusters Score -6267145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6267147.500000 Penalty: 5147.771973
	Iteration 41Q: 3 clusters Score -6267148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6267147.500000 Penalty: 5147.771973
	Iteration 42F: 3 clusters Score -6267148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -918268.937500 Penalty: 2104.454102
	Iteration 0F: 2 clusters Score -918268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -913821.875000 Penalty: 4208.908203
	Iteration 0F: 3 clusters Score -913821.9 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -914948.875000 Penalty: 4208.908203
	Iteration 1F: 3 clusters Score -914948.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -915180.625000 Penalty: 4208.908203
	Iteration 2F: 3 clusters Score -915180.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -915354.375000 Penalty: 4208.908203
	Iteration 3F: 3 clusters Score -915354.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -915514.125000 Penalty: 4208.908203
	Iteration 4Q: 3 clusters Score -915514.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -915664.562500 Penalty: 4208.908203
	Iteration 5Q: 3 clusters Score -915664.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -915834.125000 Penalty: 4208.908203
	Iteration 6Q: 3 clusters Score -915834.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -915996.187500 Penalty: 4208.908203
	Iteration 7Q: 3 clusters Score -915996.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -916139.000000 Penalty: 4208.908203
	Iteration 8Q: 3 clusters Score -916139 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -916277.187500 Penalty: 4208.908203
	Iteration 9Q: 3 clusters Score -916277.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -916450.312500 Penalty: 4208.908203
	Iteration 10Q: 3 clusters Score -916450.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -916626.562500 Penalty: 4208.908203
	Iteration 11Q: 3 clusters Score -916626.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -916788.625000 Penalty: 4208.908203
	Iteration 12Q: 3 clusters Score -916788.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -916922.062500 Penalty: 4208.908203
	Iteration 13Q: 3 clusters Score -916922.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -917053.750000 Penalty: 4208.908203
	Iteration 14Q: 3 clusters Score -917053.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -917148.000000 Penalty: 4208.908203
	Iteration 15Q: 3 clusters Score -917148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -917211.812500 Penalty: 4208.908203
	Iteration 16Q: 3 clusters Score -917211.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -917267.062500 Penalty: 4208.908203
	Iteration 17Q: 3 clusters Score -917267.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -917294.875000 Penalty: 4208.908203
	Iteration 18Q: 3 clusters Score -917294.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -917318.750000 Penalty: 4208.908203
	Iteration 19Q: 3 clusters Score -917318.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -917333.500000 Penalty: 4208.908203
	Iteration 20F: 3 clusters Score -917333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -917341.312500 Penalty: 4208.908203
	Iteration 21Q: 3 clusters Score -917341.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -917343.875000 Penalty: 4208.908203
	Iteration 22Q: 3 clusters Score -917343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -917346.187500 Penalty: 4208.908203
	Iteration 23Q: 3 clusters Score -917346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -917349.500000 Penalty: 4208.908203
	Iteration 24Q: 3 clusters Score -917349.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -917352.437500 Penalty: 4208.908203
	Iteration 25Q: 3 clusters Score -917352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -917356.812500 Penalty: 4208.908203
	Iteration 26Q: 3 clusters Score -917356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -917359.062500 Penalty: 4208.908203
	Iteration 27Q: 3 clusters Score -917359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -917364.625000 Penalty: 4208.908203
	Iteration 28Q: 3 clusters Score -917364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -917367.250000 Penalty: 4208.908203
	Iteration 29Q: 3 clusters Score -917367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -917370.000000 Penalty: 4208.908203
	Iteration 30Q: 3 clusters Score -917370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -917372.562500 Penalty: 4208.908203
	Iteration 31Q: 3 clusters Score -917372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -917377.500000 Penalty: 4208.908203
	Iteration 32Q: 3 clusters Score -917377.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -917382.187500 Penalty: 4208.908203
	Iteration 33Q: 3 clusters Score -917382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -917388.625000 Penalty: 4208.908203
	Iteration 34Q: 3 clusters Score -917388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -917391.375000 Penalty: 4208.908203
	Iteration 35Q: 3 clusters Score -917391.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -917394.062500 Penalty: 4208.908203
	Iteration 36Q: 3 clusters Score -917394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -917394.125000 Penalty: 4208.908203
	Iteration 37Q: 3 clusters Score -917394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -917395.750000 Penalty: 4208.908203
	Iteration 38Q: 3 clusters Score -917395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -917397.500000 Penalty: 4208.908203
	Iteration 39Q: 3 clusters Score -917397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -917399.312500 Penalty: 4208.908203
	Iteration 40F: 3 clusters Score -917399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -917399.812500 Penalty: 4208.908203
	Iteration 41Q: 3 clusters Score -917399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -917401.125000 Penalty: 4208.908203
	Iteration 42Q: 3 clusters Score -917401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -917401.125000 Penalty: 4208.908203
	Iteration 43F: 3 clusters Score -917401.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -3455785.000000 Penalty: 2406.682617
	Iteration 0F: 2 clusters Score -3455785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3445170.000000 Penalty: 4813.365234
	Iteration 0F: 3 clusters Score -3445170 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3448774.250000 Penalty: 4813.365234
	Iteration 1F: 3 clusters Score -3448774 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3449105.500000 Penalty: 4813.365234
	Iteration 2F: 3 clusters Score -3449106 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3449383.500000 Penalty: 4813.365234
	Iteration 3Q: 3 clusters Score -3449384 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3449608.750000 Penalty: 4813.365234
	Iteration 4Q: 3 clusters Score -3449609 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3449804.250000 Penalty: 4813.365234
	Iteration 5Q: 3 clusters Score -3449804 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3450024.000000 Penalty: 4813.365234
	Iteration 6Q: 3 clusters Score -3450024 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3450278.000000 Penalty: 4813.365234
	Iteration 7Q: 3 clusters Score -3450278 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3450590.250000 Penalty: 4813.365234
	Iteration 8Q: 3 clusters Score -3450590 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3451013.750000 Penalty: 4813.365234
	Iteration 9Q: 3 clusters Score -3451014 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3451544.250000 Penalty: 4813.365234
	Iteration 10F: 3 clusters Score -3451544 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3452069.750000 Penalty: 4813.365234
	Iteration 11F: 3 clusters Score -3452070 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3452614.000000 Penalty: 4813.365234
	Iteration 12F: 3 clusters Score -3452614 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3453002.500000 Penalty: 4813.365234
	Iteration 13Q: 3 clusters Score -3453002 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3453296.500000 Penalty: 4813.365234
	Iteration 14Q: 3 clusters Score -3453296 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3453439.000000 Penalty: 4813.365234
	Iteration 15Q: 3 clusters Score -3453439 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3453560.000000 Penalty: 4813.365234
	Iteration 16Q: 3 clusters Score -3453560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3453639.500000 Penalty: 4813.365234
	Iteration 17Q: 3 clusters Score -3453640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3453693.250000 Penalty: 4813.365234
	Iteration 18Q: 3 clusters Score -3453693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3453725.250000 Penalty: 4813.365234
	Iteration 19Q: 3 clusters Score -3453725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3453756.000000 Penalty: 4813.365234
	Iteration 20F: 3 clusters Score -3453756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3453767.000000 Penalty: 4813.365234
	Iteration 21Q: 3 clusters Score -3453767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3453785.000000 Penalty: 4813.365234
	Iteration 22Q: 3 clusters Score -3453785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3453794.250000 Penalty: 4813.365234
	Iteration 23Q: 3 clusters Score -3453794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3453801.000000 Penalty: 4813.365234
	Iteration 24Q: 3 clusters Score -3453801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3453809.750000 Penalty: 4813.365234
	Iteration 25Q: 3 clusters Score -3453810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3453819.250000 Penalty: 4813.365234
	Iteration 26Q: 3 clusters Score -3453819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3453821.500000 Penalty: 4813.365234
	Iteration 27Q: 3 clusters Score -3453822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3453827.750000 Penalty: 4813.365234
	Iteration 28Q: 3 clusters Score -3453828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3453829.500000 Penalty: 4813.365234
	Iteration 29Q: 3 clusters Score -3453830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3453829.500000 Penalty: 4813.365234
	Iteration 30Q: 3 clusters Score -3453830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3453834.250000 Penalty: 4813.365234
	Iteration 31Q: 3 clusters Score -3453834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3453835.750000 Penalty: 4813.365234
	Iteration 32Q: 3 clusters Score -3453836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3453836.500000 Penalty: 4813.365234
	Iteration 33Q: 3 clusters Score -3453836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3453839.500000 Penalty: 4813.365234
	Iteration 34Q: 3 clusters Score -3453840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3453839.500000 Penalty: 4813.365234
	Iteration 35Q: 3 clusters Score -3453840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3453839.500000 Penalty: 4813.365234
	Iteration 36F: 3 clusters Score -3453840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (30200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Entering Unmasked Estep 
Score: -5893725.000000 Penalty: 2558.268066
	Iteration 0F: 2 clusters Score -5893725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -5874250.000000 Penalty: 5116.536133
	Iteration 0F: 3 clusters Score -5874250 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5881436.500000 Penalty: 5116.536133
	Iteration 1F: 3 clusters Score -5881436 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -5881796.500000 Penalty: 5116.536133
	Iteration 2Q: 3 clusters Score -5881796 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -5882130.000000 Penalty: 5116.536133
	Iteration 3Q: 3 clusters Score -5882130 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5882432.500000 Penalty: 5116.536133
	Iteration 4Q: 3 clusters Score -5882432 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -5882728.500000 Penalty: 5116.536133
	Iteration 5Q: 3 clusters Score -5882728 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5883048.500000 Penalty: 5116.536133
	Iteration 6Q: 3 clusters Score -5883048 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -5883424.000000 Penalty: 5116.536133
	Iteration 7Q: 3 clusters Score -5883424 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -5884076.000000 Penalty: 5116.536133
	Iteration 8Q: 3 clusters Score -5884076 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5885075.500000 Penalty: 5116.536133
	Iteration 9F: 3 clusters Score -5885076 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5886471.000000 Penalty: 5116.536133
	Iteration 10F: 3 clusters Score -5886471 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -5888138.000000 Penalty: 5116.536133
	Iteration 11F: 3 clusters Score -5888138 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -5889595.500000 Penalty: 5116.536133
	Iteration 12F: 3 clusters Score -5889596 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -5890560.500000 Penalty: 5116.536133
	Iteration 13Q: 3 clusters Score -5890560 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -5891030.500000 Penalty: 5116.536133
	Iteration 14Q: 3 clusters Score -5891030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -5891241.500000 Penalty: 5116.536133
	Iteration 15Q: 3 clusters Score -5891242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5891338.000000 Penalty: 5116.536133
	Iteration 16Q: 3 clusters Score -5891338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -5891402.000000 Penalty: 5116.536133
	Iteration 17Q: 3 clusters Score -5891402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5891421.000000 Penalty: 5116.536133
	Iteration 18Q: 3 clusters Score -5891421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5891436.000000 Penalty: 5116.536133
	Iteration 19Q: 3 clusters Score -5891436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -5891446.500000 Penalty: 5116.536133
	Iteration 20F: 3 clusters Score -5891446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -5891463.500000 Penalty: 5116.536133
	Iteration 21Q: 3 clusters Score -5891464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -5891471.500000 Penalty: 5116.536133
	Iteration 22Q: 3 clusters Score -5891472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -5891484.000000 Penalty: 5116.536133
	Iteration 23Q: 3 clusters Score -5891484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -5891494.000000 Penalty: 5116.536133
	Iteration 24Q: 3 clusters Score -5891494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5891498.000000 Penalty: 5116.536133
	Iteration 25Q: 3 clusters Score -5891498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5891496.500000 Penalty: 5116.536133
	Iteration 26Q: 3 clusters Score -5891496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5891503.000000 Penalty: 5116.536133
	Iteration 27Q: 3 clusters Score -5891503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5891503.000000 Penalty: 5116.536133
	Iteration 28F: 3 clusters Score -5891503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -88450.726562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -88450.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86930.718750 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -86930.72 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87166.578125 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -87166.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -87247.796875 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -87247.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -87357.304688 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -87357.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87430.914062 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -87430.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -87535.164062 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -87535.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87614.570312 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -87614.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -87686.523438 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -87686.52 nChanged 14
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: -87735.570312 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -87735.57 nChanged 8
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: -87747.617188 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -87747.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -87752.617188 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -87752.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87762.921875 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -87762.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -87769.015625 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -87769.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87773.257812 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -87773.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -87777.460938 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -87777.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -87777.460938 Penalty: 3150.039307
	Iteration 15F: 3 clusters Score -87777.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -117554.695312 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -117554.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115902.437500 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -115902.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116170.195312 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -116170.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -116337.757812 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -116337.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -116440.632812 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -116440.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -116565.867188 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -116565.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116665.898438 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -116665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -116699.195312 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -116699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -116721.671875 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -116721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -116729.140625 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -116729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -116734.914062 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -116734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -116740.609375 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -116740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -116748.695312 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -116748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -116751.921875 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -116751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -116753.820312 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -116753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116756.390625 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -116756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116756.390625 Penalty: 3246.493408
	Iteration 15F: 3 clusters Score -116756.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (19382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Entering Unmasked Estep 
Score: -4084585.000000 Penalty: 2448.280762
	Iteration 0F: 2 clusters Score -4084585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4072877.500000 Penalty: 4896.561523
	Iteration 0F: 3 clusters Score -4072878 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4077531.250000 Penalty: 4896.561523
	Iteration 1F: 3 clusters Score -4077531 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4077884.750000 Penalty: 4896.561523
	Iteration 2F: 3 clusters Score -4077885 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4078163.500000 Penalty: 4896.561523
	Iteration 3Q: 3 clusters Score -4078164 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -4078381.000000 Penalty: 4896.561523
	Iteration 4Q: 3 clusters Score -4078381 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4078545.750000 Penalty: 4896.561523
	Iteration 5Q: 3 clusters Score -4078546 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4078720.000000 Penalty: 4896.561523
	Iteration 6Q: 3 clusters Score -4078720 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -4078853.250000 Penalty: 4896.561523
	Iteration 7Q: 3 clusters Score -4078853 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4079022.750000 Penalty: 4896.561523
	Iteration 8Q: 3 clusters Score -4079023 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4079209.000000 Penalty: 4896.561523
	Iteration 9Q: 3 clusters Score -4079209 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -4079403.250000 Penalty: 4896.561523
	Iteration 10Q: 3 clusters Score -4079403 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -4079634.000000 Penalty: 4896.561523
	Iteration 11Q: 3 clusters Score -4079634 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -4079812.500000 Penalty: 4896.561523
	Iteration 12Q: 3 clusters Score -4079812 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4080322.750000 Penalty: 4896.561523
	Iteration 13F: 3 clusters Score -4080323 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4080792.250000 Penalty: 4896.561523
	Iteration 14F: 3 clusters Score -4080792 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4081200.500000 Penalty: 4896.561523
	Iteration 15F: 3 clusters Score -4081200 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4081515.000000 Penalty: 4896.561523
	Iteration 16Q: 3 clusters Score -4081515 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4081832.250000 Penalty: 4896.561523
	Iteration 17Q: 3 clusters Score -4081832 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4082048.750000 Penalty: 4896.561523
	Iteration 18Q: 3 clusters Score -4082049 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4082183.750000 Penalty: 4896.561523
	Iteration 19Q: 3 clusters Score -4082184 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4082279.000000 Penalty: 4896.561523
	Iteration 20F: 3 clusters Score -4082279 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4082350.750000 Penalty: 4896.561523
	Iteration 21Q: 3 clusters Score -4082351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4082392.250000 Penalty: 4896.561523
	Iteration 22Q: 3 clusters Score -4082392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4082427.250000 Penalty: 4896.561523
	Iteration 23Q: 3 clusters Score -4082427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4082447.500000 Penalty: 4896.561523
	Iteration 24Q: 3 clusters Score -4082448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4082460.000000 Penalty: 4896.561523
	Iteration 25Q: 3 clusters Score -4082460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4082470.250000 Penalty: 4896.561523
	Iteration 26Q: 3 clusters Score -4082470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4082480.250000 Penalty: 4896.561523
	Iteration 27Q: 3 clusters Score -4082480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4082484.750000 Penalty: 4896.561523
	Iteration 28Q: 3 clusters Score -4082485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4082492.000000 Penalty: 4896.561523
	Iteration 29Q: 3 clusters Score -4082492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4082492.000000 Penalty: 4896.561523
	Iteration 30F: 3 clusters Score -4082492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (33717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Entering Unmasked Estep 
Score: -6530284.000000 Penalty: 2585.587891
	Iteration 0F: 2 clusters Score -6530284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -6509027.000000 Penalty: 5171.175781
	Iteration 0F: 3 clusters Score -6509027 nChanged 15328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -6517291.000000 Penalty: 5171.175781
	Iteration 1F: 3 clusters Score -6517291 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -6517690.500000 Penalty: 5171.175781
	Iteration 2Q: 3 clusters Score -6517690 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -6518003.000000 Penalty: 5171.175781
	Iteration 3Q: 3 clusters Score -6518003 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -6518238.500000 Penalty: 5171.175781
	Iteration 4Q: 3 clusters Score -6518238 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -6518474.500000 Penalty: 5171.175781
	Iteration 5Q: 3 clusters Score -6518474 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -6518642.500000 Penalty: 5171.175781
	Iteration 6Q: 3 clusters Score -6518642 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -6518824.500000 Penalty: 5171.175781
	Iteration 7Q: 3 clusters Score -6518824 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -6519028.500000 Penalty: 5171.175781
	Iteration 8Q: 3 clusters Score -6519028 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -6519308.500000 Penalty: 5171.175781
	Iteration 9Q: 3 clusters Score -6519308 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -6519630.500000 Penalty: 5171.175781
	Iteration 10Q: 3 clusters Score -6519630 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -6520092.500000 Penalty: 5171.175781
	Iteration 11Q: 3 clusters Score -6520092 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -6520836.000000 Penalty: 5171.175781
	Iteration 12Q: 3 clusters Score -6520836 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -6521838.500000 Penalty: 5171.175781
	Iteration 13F: 3 clusters Score -6521838 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -6523147.500000 Penalty: 5171.175781
	Iteration 14F: 3 clusters Score -6523148 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -6524778.500000 Penalty: 5171.175781
	Iteration 15F: 3 clusters Score -6524778 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6526275.500000 Penalty: 5171.175781
	Iteration 16F: 3 clusters Score -6526276 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6527093.000000 Penalty: 5171.175781
	Iteration 17Q: 3 clusters Score -6527093 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6527524.500000 Penalty: 5171.175781
	Iteration 18Q: 3 clusters Score -6527524 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6527833.000000 Penalty: 5171.175781
	Iteration 19Q: 3 clusters Score -6527833 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6527936.500000 Penalty: 5171.175781
	Iteration 20F: 3 clusters Score -6527936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6528009.500000 Penalty: 5171.175781
	Iteration 21Q: 3 clusters Score -6528010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6528051.000000 Penalty: 5171.175781
	Iteration 22Q: 3 clusters Score -6528051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6528087.000000 Penalty: 5171.175781
	Iteration 23Q: 3 clusters Score -6528087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6528108.500000 Penalty: 5171.175781
	Iteration 24Q: 3 clusters Score -6528108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6528126.500000 Penalty: 5171.175781
	Iteration 25Q: 3 clusters Score -6528126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6528131.000000 Penalty: 5171.175781
	Iteration 26Q: 3 clusters Score -6528131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6528130.500000 Penalty: 5171.175781
	Iteration 27Q: 3 clusters Score -6528130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6528131.000000 Penalty: 5171.175781
	Iteration 28Q: 3 clusters Score -6528131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6528131.000000 Penalty: 5171.175781
	Iteration 29Q: 3 clusters Score -6528131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6528131.000000 Penalty: 5171.175781
	Iteration 30Q: 3 clusters Score -6528131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6528137.000000 Penalty: 5171.175781
	Iteration 31Q: 3 clusters Score -6528137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6528146.500000 Penalty: 5171.175781
	Iteration 32Q: 3 clusters Score -6528146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6528150.500000 Penalty: 5171.175781
	Iteration 33Q: 3 clusters Score -6528150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6528151.000000 Penalty: 5171.175781
	Iteration 34Q: 3 clusters Score -6528151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6528151.000000 Penalty: 5171.175781
	Iteration 35F: 3 clusters Score -6528151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (29584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Entering Unmasked Estep 
Score: -5742231.500000 Penalty: 2553.157227
	Iteration 0F: 2 clusters Score -5742232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -5723076.500000 Penalty: 5106.314453
	Iteration 0F: 3 clusters Score -5723076 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -5730068.500000 Penalty: 5106.314453
	Iteration 1F: 3 clusters Score -5730068 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5730461.500000 Penalty: 5106.314453
	Iteration 2Q: 3 clusters Score -5730462 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -5730723.000000 Penalty: 5106.314453
	Iteration 3Q: 3 clusters Score -5730723 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5730950.000000 Penalty: 5106.314453
	Iteration 4Q: 3 clusters Score -5730950 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -5731119.000000 Penalty: 5106.314453
	Iteration 5Q: 3 clusters Score -5731119 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -5731295.500000 Penalty: 5106.314453
	Iteration 6Q: 3 clusters Score -5731296 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5731480.000000 Penalty: 5106.314453
	Iteration 7Q: 3 clusters Score -5731480 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5731619.000000 Penalty: 5106.314453
	Iteration 8Q: 3 clusters Score -5731619 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -5731780.000000 Penalty: 5106.314453
	Iteration 9Q: 3 clusters Score -5731780 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -5731942.000000 Penalty: 5106.314453
	Iteration 10Q: 3 clusters Score -5731942 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -5732083.500000 Penalty: 5106.314453
	Iteration 11Q: 3 clusters Score -5732084 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5732298.000000 Penalty: 5106.314453
	Iteration 12Q: 3 clusters Score -5732298 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -5732534.000000 Penalty: 5106.314453
	Iteration 13Q: 3 clusters Score -5732534 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -5732925.500000 Penalty: 5106.314453
	Iteration 14Q: 3 clusters Score -5732926 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -5733467.500000 Penalty: 5106.314453
	Iteration 15Q: 3 clusters Score -5733468 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5734147.000000 Penalty: 5106.314453
	Iteration 16Q: 3 clusters Score -5734147 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5735035.500000 Penalty: 5106.314453
	Iteration 17F: 3 clusters Score -5735036 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5736112.000000 Penalty: 5106.314453
	Iteration 18F: 3 clusters Score -5736112 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5737188.000000 Penalty: 5106.314453
	Iteration 19F: 3 clusters Score -5737188 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5738151.000000 Penalty: 5106.314453
	Iteration 20F: 3 clusters Score -5738151 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -5738902.500000 Penalty: 5106.314453
	Iteration 21Q: 3 clusters Score -5738902 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -5739405.000000 Penalty: 5106.314453
	Iteration 22Q: 3 clusters Score -5739405 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5739645.000000 Penalty: 5106.314453
	Iteration 23Q: 3 clusters Score -5739645 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5739757.000000 Penalty: 5106.314453
	Iteration 24Q: 3 clusters Score -5739757 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -5739831.500000 Penalty: 5106.314453
	Iteration 25Q: 3 clusters Score -5739832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -5739906.500000 Penalty: 5106.314453
	Iteration 26Q: 3 clusters Score -5739906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5739942.500000 Penalty: 5106.314453
	Iteration 27Q: 3 clusters Score -5739942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -5739962.000000 Penalty: 5106.314453
	Iteration 28Q: 3 clusters Score -5739962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -5739982.000000 Penalty: 5106.314453
	Iteration 29Q: 3 clusters Score -5739982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5739985.500000 Penalty: 5106.314453
	Iteration 30Q: 3 clusters Score -5739986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -5739995.000000 Penalty: 5106.314453
	Iteration 31Q: 3 clusters Score -5739995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -5739990.500000 Penalty: 5106.314453
	Iteration 32Q: 3 clusters Score -5739990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5739989.000000 Penalty: 5106.314453
	Iteration 33Q: 3 clusters Score -5739989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5739992.000000 Penalty: 5106.314453
	Iteration 34Q: 3 clusters Score -5739992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5739996.000000 Penalty: 5106.314453
	Iteration 35Q: 3 clusters Score -5739996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5739991.500000 Penalty: 5106.314453
	Iteration 36Q: 3 clusters Score -5739992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5739998.000000 Penalty: 5106.314453
	Iteration 37Q: 3 clusters Score -5739998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5739998.000000 Penalty: 5106.314453
	Iteration 38F: 3 clusters Score -5739998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -24215.677734 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -24215.68 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 129 members 
Entering Unmasked Estep 
Score: -23097.824219 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -23097.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23331.162109 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -23331.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23619.968750 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -23619.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23749.013672 Penalty: 2748.466797
	Iteration 3F: 3 clusters Score -23749.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23848.544922 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -23848.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23947.197266 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -23947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23982.023438 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -23982.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24024.310547 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -24024.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24091.044922 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -24091.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24173.998047 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -24174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24210.980469 Penalty: 2748.466797
	Iteration 10Q: 3 clusters Score -24210.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24230.462891 Penalty: 2748.466797
	Iteration 11Q: 3 clusters Score -24230.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24238.337891 Penalty: 2748.466797
	Iteration 12Q: 3 clusters Score -24238.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24238.337891 Penalty: 2748.466797
	Iteration 13F: 3 clusters Score -24238.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 24089 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 40340 members 
Mstep: Class 14 contains 30874 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 28941 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17444 members 
Mstep: Class 28 contains 28527 members 
Mstep: Class 29 contains 27520 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24587 members 
Mstep: Class 33 contains 10147 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10787 members 
Mstep: Class 42 contains 30667 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61013 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15244 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42211 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20355 members 
Mstep: Class 52 contains 6813 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 14615 members 
Mstep: Class 55 contains 28751 members 
Mstep: Class 56 contains 21917 members 
Mstep: Class 57 contains 2011 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14735 members 
Mstep: Class 60 contains 32163 members 
Mstep: Class 61 contains 4845 members 
Mstep: Class 62 contains 16389 members 
Mstep: Class 63 contains 30200 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 696 members 
Mstep: Class 66 contains 19382 members 
Mstep: Class 67 contains 33717 members 
Mstep: Class 68 contains 29584 members 
Mstep: Class 69 contains 119 members 
Mstep: Class 70 contains 28930 members 
Mstep: Class 71 contains 16294 members 
Mstep: Class 72 contains 21355 members 
Mstep: Class 73 contains 136 members 
Entering Unmasked Estep 
Score: -161367648.000000 Penalty: 246934.062500
Splitting cluster 69 changes total score from -161369120.000000 to -161367648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (28930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Entering Unmasked Estep 
Score: -5629892.500000 Penalty: 2547.613281
	Iteration 0F: 2 clusters Score -5629892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5610648.500000 Penalty: 5095.226562
	Iteration 0F: 3 clusters Score -5610648 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -5617641.500000 Penalty: 5095.226562
	Iteration 1F: 3 clusters Score -5617642 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -5618086.500000 Penalty: 5095.226562
	Iteration 2F: 3 clusters Score -5618086 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -5618580.500000 Penalty: 5095.226562
	Iteration 3Q: 3 clusters Score -5618580 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -5619127.500000 Penalty: 5095.226562
	Iteration 4Q: 3 clusters Score -5619128 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -5619877.000000 Penalty: 5095.226562
	Iteration 5F: 3 clusters Score -5619877 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -5620897.500000 Penalty: 5095.226562
	Iteration 6F: 3 clusters Score -5620898 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -5622264.000000 Penalty: 5095.226562
	Iteration 7F: 3 clusters Score -5622264 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -5623782.500000 Penalty: 5095.226562
	Iteration 8F: 3 clusters Score -5623782 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5625255.500000 Penalty: 5095.226562
	Iteration 9F: 3 clusters Score -5625256 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5626328.500000 Penalty: 5095.226562
	Iteration 10Q: 3 clusters Score -5626328 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5626942.500000 Penalty: 5095.226562
	Iteration 11Q: 3 clusters Score -5626942 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5627280.500000 Penalty: 5095.226562
	Iteration 12Q: 3 clusters Score -5627280 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5627448.500000 Penalty: 5095.226562
	Iteration 13Q: 3 clusters Score -5627448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5627521.000000 Penalty: 5095.226562
	Iteration 14Q: 3 clusters Score -5627521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5627554.500000 Penalty: 5095.226562
	Iteration 15Q: 3 clusters Score -5627554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5627588.500000 Penalty: 5095.226562
	Iteration 16Q: 3 clusters Score -5627588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5627597.500000 Penalty: 5095.226562
	Iteration 17Q: 3 clusters Score -5627598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5627598.500000 Penalty: 5095.226562
	Iteration 18Q: 3 clusters Score -5627598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5627610.500000 Penalty: 5095.226562
	Iteration 19Q: 3 clusters Score -5627610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5627610.500000 Penalty: 5095.226562
	Iteration 20F: 3 clusters Score -5627610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5627622.500000 Penalty: 5095.226562
	Iteration 21Q: 3 clusters Score -5627622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5627631.000000 Penalty: 5095.226562
	Iteration 22Q: 3 clusters Score -5627631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5627636.000000 Penalty: 5095.226562
	Iteration 23Q: 3 clusters Score -5627636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5627642.000000 Penalty: 5095.226562
	Iteration 24Q: 3 clusters Score -5627642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5627635.000000 Penalty: 5095.226562
	Iteration 25Q: 3 clusters Score -5627635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5627642.500000 Penalty: 5095.226562
	Iteration 26Q: 3 clusters Score -5627642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5627642.500000 Penalty: 5095.226562
	Iteration 27F: 3 clusters Score -5627642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (16294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Entering Unmasked Estep 
Score: -3428671.500000 Penalty: 2405.240967
	Iteration 0F: 2 clusters Score -3428672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3417733.750000 Penalty: 4810.481934
	Iteration 0F: 3 clusters Score -3417734 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3421458.250000 Penalty: 4810.481934
	Iteration 1F: 3 clusters Score -3421458 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3421789.000000 Penalty: 4810.481934
	Iteration 2F: 3 clusters Score -3421789 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3421994.250000 Penalty: 4810.481934
	Iteration 3Q: 3 clusters Score -3421994 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3422154.250000 Penalty: 4810.481934
	Iteration 4Q: 3 clusters Score -3422154 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3422264.750000 Penalty: 4810.481934
	Iteration 5Q: 3 clusters Score -3422265 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3422370.750000 Penalty: 4810.481934
	Iteration 6Q: 3 clusters Score -3422371 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3422472.000000 Penalty: 4810.481934
	Iteration 7Q: 3 clusters Score -3422472 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3422575.250000 Penalty: 4810.481934
	Iteration 8Q: 3 clusters Score -3422575 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3422671.000000 Penalty: 4810.481934
	Iteration 9Q: 3 clusters Score -3422671 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3422766.750000 Penalty: 4810.481934
	Iteration 10Q: 3 clusters Score -3422767 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3422876.750000 Penalty: 4810.481934
	Iteration 11Q: 3 clusters Score -3422877 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3423023.750000 Penalty: 4810.481934
	Iteration 12Q: 3 clusters Score -3423024 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3423257.750000 Penalty: 4810.481934
	Iteration 13Q: 3 clusters Score -3423258 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3423594.250000 Penalty: 4810.481934
	Iteration 14Q: 3 clusters Score -3423594 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3424029.750000 Penalty: 4810.481934
	Iteration 15Q: 3 clusters Score -3424030 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3424419.750000 Penalty: 4810.481934
	Iteration 16Q: 3 clusters Score -3424420 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3424880.500000 Penalty: 4810.481934
	Iteration 17Q: 3 clusters Score -3424880 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3425432.250000 Penalty: 4810.481934
	Iteration 18Q: 3 clusters Score -3425432 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3425788.500000 Penalty: 4810.481934
	Iteration 19Q: 3 clusters Score -3425788 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3426052.750000 Penalty: 4810.481934
	Iteration 20F: 3 clusters Score -3426053 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3426245.500000 Penalty: 4810.481934
	Iteration 21Q: 3 clusters Score -3426246 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3426371.500000 Penalty: 4810.481934
	Iteration 22Q: 3 clusters Score -3426372 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3426459.000000 Penalty: 4810.481934
	Iteration 23Q: 3 clusters Score -3426459 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3426509.750000 Penalty: 4810.481934
	Iteration 24Q: 3 clusters Score -3426510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3426555.500000 Penalty: 4810.481934
	Iteration 25Q: 3 clusters Score -3426556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3426567.750000 Penalty: 4810.481934
	Iteration 26Q: 3 clusters Score -3426568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3426591.750000 Penalty: 4810.481934
	Iteration 27Q: 3 clusters Score -3426592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3426610.000000 Penalty: 4810.481934
	Iteration 28Q: 3 clusters Score -3426610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3426626.250000 Penalty: 4810.481934
	Iteration 29Q: 3 clusters Score -3426626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3426637.500000 Penalty: 4810.481934
	Iteration 30Q: 3 clusters Score -3426638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3426649.000000 Penalty: 4810.481934
	Iteration 31Q: 3 clusters Score -3426649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3426669.500000 Penalty: 4810.481934
	Iteration 32Q: 3 clusters Score -3426670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3426677.250000 Penalty: 4810.481934
	Iteration 33Q: 3 clusters Score -3426677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3426682.250000 Penalty: 4810.481934
	Iteration 34Q: 3 clusters Score -3426682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3426684.250000 Penalty: 4810.481934
	Iteration 35Q: 3 clusters Score -3426684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3426682.500000 Penalty: 4810.481934
	Iteration 36Q: 3 clusters Score -3426682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3426685.750000 Penalty: 4810.481934
	Iteration 37Q: 3 clusters Score -3426686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3426685.750000 Penalty: 4810.481934
	Iteration 38F: 3 clusters Score -3426686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5197 members 
Mstep: Class 8 contains 24089 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 40340 members 
Mstep: Class 14 contains 30874 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6934 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 28941 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17444 members 
Mstep: Class 28 contains 28527 members 
Mstep: Class 29 contains 27520 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24587 members 
Mstep: Class 33 contains 10147 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10787 members 
Mstep: Class 42 contains 30667 members 
Mstep: Class 43 contains 7419 members 
Mstep: Class 44 contains 61013 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15244 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 42211 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2453 members 
Mstep: Class 51 contains 20355 members 
Mstep: Class 52 contains 6813 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 14615 members 
Mstep: Class 55 contains 28751 members 
Mstep: Class 56 contains 21917 members 
Mstep: Class 57 contains 2011 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14735 members 
Mstep: Class 60 contains 32163 members 
Mstep: Class 61 contains 4845 members 
Mstep: Class 62 contains 16389 members 
Mstep: Class 63 contains 30200 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 696 members 
Mstep: Class 66 contains 19382 members 
Mstep: Class 67 contains 33717 members 
Mstep: Class 68 contains 29584 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28930 members 
Mstep: Class 71 contains 16294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161370512.000000 Penalty: 243551.406250
Iteration 279Q: 73 clusters Score -1.613705e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5198 members 
Mstep: Class 8 contains 25115 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 39696 members 
Mstep: Class 14 contains 30878 members 
Mstep: Class 15 contains 6707 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15482 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6924 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5280 members 
Mstep: Class 24 contains 29163 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17428 members 
Mstep: Class 28 contains 28628 members 
Mstep: Class 29 contains 27457 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24569 members 
Mstep: Class 33 contains 10114 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 2862 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10821 members 
Mstep: Class 42 contains 30719 members 
Mstep: Class 43 contains 7421 members 
Mstep: Class 44 contains 61113 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15222 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 42158 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2452 members 
Mstep: Class 51 contains 20386 members 
Mstep: Class 52 contains 6789 members 
Mstep: Class 53 contains 3095 members 
Mstep: Class 54 contains 14628 members 
Mstep: Class 55 contains 28617 members 
Mstep: Class 56 contains 22032 members 
Mstep: Class 57 contains 2013 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14707 members 
Mstep: Class 60 contains 32157 members 
Mstep: Class 61 contains 4843 members 
Mstep: Class 62 contains 16364 members 
Mstep: Class 63 contains 30198 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 696 members 
Mstep: Class 66 contains 19330 members 
Mstep: Class 67 contains 33729 members 
Mstep: Class 68 contains 29583 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28978 members 
Mstep: Class 71 contains 16355 members 
Mstep: Class 72 contains 20731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161371248.000000 Penalty: 243551.406250
Iteration 280F: 73 clusters Score -1.613712e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5193 members 
Mstep: Class 8 contains 25862 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 18322 members 
Mstep: Class 13 contains 38887 members 
Mstep: Class 14 contains 30870 members 
Mstep: Class 15 contains 6706 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15473 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6898 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5267 members 
Mstep: Class 24 contains 29080 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17432 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 27338 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24536 members 
Mstep: Class 33 contains 10047 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 2858 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10812 members 
Mstep: Class 42 contains 30779 members 
Mstep: Class 43 contains 7417 members 
Mstep: Class 44 contains 60908 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15224 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41838 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 20396 members 
Mstep: Class 52 contains 6768 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 14637 members 
Mstep: Class 55 contains 28455 members 
Mstep: Class 56 contains 22186 members 
Mstep: Class 57 contains 2012 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14694 members 
Mstep: Class 60 contains 32162 members 
Mstep: Class 61 contains 4822 members 
Mstep: Class 62 contains 16342 members 
Mstep: Class 63 contains 30213 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 697 members 
Mstep: Class 66 contains 19295 members 
Mstep: Class 67 contains 33681 members 
Mstep: Class 68 contains 29600 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29040 members 
Mstep: Class 71 contains 16448 members 
Mstep: Class 72 contains 21535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161371664.000000 Penalty: 243551.406250
Iteration 281Q: 73 clusters Score -1.613717e+08 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5186 members 
Mstep: Class 8 contains 26599 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 38131 members 
Mstep: Class 14 contains 30865 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6896 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5254 members 
Mstep: Class 24 contains 29037 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17431 members 
Mstep: Class 28 contains 28766 members 
Mstep: Class 29 contains 27239 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24533 members 
Mstep: Class 33 contains 10007 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 2861 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10825 members 
Mstep: Class 42 contains 30833 members 
Mstep: Class 43 contains 7418 members 
Mstep: Class 44 contains 60758 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15216 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41620 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 20398 members 
Mstep: Class 52 contains 6739 members 
Mstep: Class 53 contains 3088 members 
Mstep: Class 54 contains 14638 members 
Mstep: Class 55 contains 28321 members 
Mstep: Class 56 contains 22348 members 
Mstep: Class 57 contains 2011 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14668 members 
Mstep: Class 60 contains 32177 members 
Mstep: Class 61 contains 4807 members 
Mstep: Class 62 contains 16319 members 
Mstep: Class 63 contains 30225 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 698 members 
Mstep: Class 66 contains 19265 members 
Mstep: Class 67 contains 33577 members 
Mstep: Class 68 contains 29615 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29148 members 
Mstep: Class 71 contains 16512 members 
Mstep: Class 72 contains 22041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161371936.000000 Penalty: 243551.406250
Iteration 282Q: 73 clusters Score -1.613719e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 27297 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 18274 members 
Mstep: Class 13 contains 37365 members 
Mstep: Class 14 contains 30869 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15482 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6890 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5252 members 
Mstep: Class 24 contains 29033 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17440 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 27151 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24530 members 
Mstep: Class 33 contains 9964 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10831 members 
Mstep: Class 42 contains 30872 members 
Mstep: Class 43 contains 7420 members 
Mstep: Class 44 contains 60620 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15202 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41485 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2451 members 
Mstep: Class 51 contains 20417 members 
Mstep: Class 52 contains 6722 members 
Mstep: Class 53 contains 3086 members 
Mstep: Class 54 contains 14635 members 
Mstep: Class 55 contains 28214 members 
Mstep: Class 56 contains 22515 members 
Mstep: Class 57 contains 2010 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14654 members 
Mstep: Class 60 contains 32176 members 
Mstep: Class 61 contains 4802 members 
Mstep: Class 62 contains 16290 members 
Mstep: Class 63 contains 30236 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 698 members 
Mstep: Class 66 contains 19238 members 
Mstep: Class 67 contains 33463 members 
Mstep: Class 68 contains 29625 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29270 members 
Mstep: Class 71 contains 16582 members 
Mstep: Class 72 contains 22450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161372288.000000 Penalty: 243551.406250
Iteration 283Q: 73 clusters Score -1.613723e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5168 members 
Mstep: Class 8 contains 27966 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 18247 members 
Mstep: Class 13 contains 36597 members 
Mstep: Class 14 contains 30867 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15490 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6891 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5241 members 
Mstep: Class 24 contains 29017 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 17446 members 
Mstep: Class 28 contains 28702 members 
Mstep: Class 29 contains 27035 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24513 members 
Mstep: Class 33 contains 9931 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10853 members 
Mstep: Class 42 contains 30834 members 
Mstep: Class 43 contains 7423 members 
Mstep: Class 44 contains 60490 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15191 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20423 members 
Mstep: Class 52 contains 6697 members 
Mstep: Class 53 contains 3089 members 
Mstep: Class 54 contains 14637 members 
Mstep: Class 55 contains 28181 members 
Mstep: Class 56 contains 22733 members 
Mstep: Class 57 contains 2008 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14647 members 
Mstep: Class 60 contains 32194 members 
Mstep: Class 61 contains 4803 members 
Mstep: Class 62 contains 16276 members 
Mstep: Class 63 contains 30238 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19221 members 
Mstep: Class 67 contains 33354 members 
Mstep: Class 68 contains 29633 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29414 members 
Mstep: Class 71 contains 16623 members 
Mstep: Class 72 contains 22849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161372672.000000 Penalty: 243551.406250
Iteration 284Q: 73 clusters Score -1.613727e+08 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 28571 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 18206 members 
Mstep: Class 13 contains 35839 members 
Mstep: Class 14 contains 30865 members 
Mstep: Class 15 contains 6680 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15497 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5238 members 
Mstep: Class 24 contains 29001 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17447 members 
Mstep: Class 28 contains 28677 members 
Mstep: Class 29 contains 26927 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24500 members 
Mstep: Class 33 contains 9893 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 30784 members 
Mstep: Class 43 contains 7423 members 
Mstep: Class 44 contains 60390 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15205 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41312 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20441 members 
Mstep: Class 52 contains 6668 members 
Mstep: Class 53 contains 3091 members 
Mstep: Class 54 contains 14630 members 
Mstep: Class 55 contains 28117 members 
Mstep: Class 56 contains 22982 members 
Mstep: Class 57 contains 2008 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14637 members 
Mstep: Class 60 contains 32211 members 
Mstep: Class 61 contains 4796 members 
Mstep: Class 62 contains 16257 members 
Mstep: Class 63 contains 30196 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19197 members 
Mstep: Class 67 contains 33227 members 
Mstep: Class 68 contains 29640 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29554 members 
Mstep: Class 71 contains 16682 members 
Mstep: Class 72 contains 23269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161372304.000000 Penalty: 243551.406250
Iteration 285Q: 73 clusters Score -1.613723e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5278 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5172 members 
Mstep: Class 8 contains 29173 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 18193 members 
Mstep: Class 13 contains 35131 members 
Mstep: Class 14 contains 30865 members 
Mstep: Class 15 contains 6673 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6908 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5234 members 
Mstep: Class 24 contains 29000 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17451 members 
Mstep: Class 28 contains 28619 members 
Mstep: Class 29 contains 26836 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24480 members 
Mstep: Class 33 contains 9864 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 2869 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10884 members 
Mstep: Class 42 contains 30665 members 
Mstep: Class 43 contains 7424 members 
Mstep: Class 44 contains 60306 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15200 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 41224 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20466 members 
Mstep: Class 52 contains 6636 members 
Mstep: Class 53 contains 3089 members 
Mstep: Class 54 contains 14636 members 
Mstep: Class 55 contains 28096 members 
Mstep: Class 56 contains 23217 members 
Mstep: Class 57 contains 2007 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14634 members 
Mstep: Class 60 contains 32238 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 16224 members 
Mstep: Class 63 contains 30139 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19152 members 
Mstep: Class 67 contains 33103 members 
Mstep: Class 68 contains 29642 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29691 members 
Mstep: Class 71 contains 16734 members 
Mstep: Class 72 contains 23685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161372464.000000 Penalty: 243551.406250
Iteration 286Q: 73 clusters Score -1.613725e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5176 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 18202 members 
Mstep: Class 13 contains 34572 members 
Mstep: Class 14 contains 30868 members 
Mstep: Class 15 contains 6671 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15506 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6918 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5227 members 
Mstep: Class 24 contains 28994 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17458 members 
Mstep: Class 28 contains 28576 members 
Mstep: Class 29 contains 26719 members 
Mstep: Class 30 contains 3795 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24463 members 
Mstep: Class 33 contains 9828 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10901 members 
Mstep: Class 42 contains 30527 members 
Mstep: Class 43 contains 7424 members 
Mstep: Class 44 contains 60210 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15194 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 41185 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2450 members 
Mstep: Class 51 contains 20490 members 
Mstep: Class 52 contains 6609 members 
Mstep: Class 53 contains 3091 members 
Mstep: Class 54 contains 14635 members 
Mstep: Class 55 contains 28119 members 
Mstep: Class 56 contains 23391 members 
Mstep: Class 57 contains 2006 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14625 members 
Mstep: Class 60 contains 32268 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 16181 members 
Mstep: Class 63 contains 30131 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19108 members 
Mstep: Class 67 contains 32953 members 
Mstep: Class 68 contains 29639 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29809 members 
Mstep: Class 71 contains 16789 members 
Mstep: Class 72 contains 24103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161372752.000000 Penalty: 243551.406250
Iteration 287Q: 73 clusters Score -1.613728e+08 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5271 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 29973 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 18206 members 
Mstep: Class 13 contains 34060 members 
Mstep: Class 14 contains 30870 members 
Mstep: Class 15 contains 6662 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6923 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5216 members 
Mstep: Class 24 contains 29018 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17463 members 
Mstep: Class 28 contains 28533 members 
Mstep: Class 29 contains 26593 members 
Mstep: Class 30 contains 3793 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24452 members 
Mstep: Class 33 contains 9798 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10920 members 
Mstep: Class 42 contains 30341 members 
Mstep: Class 43 contains 7423 members 
Mstep: Class 44 contains 60148 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15197 members 
Mstep: Class 47 contains 2631 members 
Mstep: Class 48 contains 41158 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2448 members 
Mstep: Class 51 contains 20507 members 
Mstep: Class 52 contains 6584 members 
Mstep: Class 53 contains 3090 members 
Mstep: Class 54 contains 14649 members 
Mstep: Class 55 contains 28170 members 
Mstep: Class 56 contains 23596 members 
Mstep: Class 57 contains 2006 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14612 members 
Mstep: Class 60 contains 32301 members 
Mstep: Class 61 contains 4790 members 
Mstep: Class 62 contains 16146 members 
Mstep: Class 63 contains 30095 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19064 members 
Mstep: Class 67 contains 32815 members 
Mstep: Class 68 contains 29632 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29901 members 
Mstep: Class 71 contains 16836 members 
Mstep: Class 72 contains 24565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161372768.000000 Penalty: 243551.406250
Iteration 288Q: 73 clusters Score -1.613728e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5176 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 18215 members 
Mstep: Class 13 contains 33590 members 
Mstep: Class 14 contains 30885 members 
Mstep: Class 15 contains 6654 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6928 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 29052 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17465 members 
Mstep: Class 28 contains 28512 members 
Mstep: Class 29 contains 26485 members 
Mstep: Class 30 contains 3789 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24448 members 
Mstep: Class 33 contains 9767 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10947 members 
Mstep: Class 42 contains 30141 members 
Mstep: Class 43 contains 7425 members 
Mstep: Class 44 contains 60073 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15178 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 41122 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2447 members 
Mstep: Class 51 contains 20509 members 
Mstep: Class 52 contains 6570 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 14656 members 
Mstep: Class 55 contains 28212 members 
Mstep: Class 56 contains 23785 members 
Mstep: Class 57 contains 2006 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14599 members 
Mstep: Class 60 contains 32307 members 
Mstep: Class 61 contains 4792 members 
Mstep: Class 62 contains 16120 members 
Mstep: Class 63 contains 30077 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19036 members 
Mstep: Class 67 contains 32678 members 
Mstep: Class 68 contains 29633 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29981 members 
Mstep: Class 71 contains 16873 members 
Mstep: Class 72 contains 25042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161372736.000000 Penalty: 243551.406250
Iteration 289Q: 73 clusters Score -1.613727e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5267 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 30554 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2746 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 33094 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 6649 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15523 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6933 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 29098 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17460 members 
Mstep: Class 28 contains 28497 members 
Mstep: Class 29 contains 26346 members 
Mstep: Class 30 contains 3787 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24451 members 
Mstep: Class 33 contains 9747 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 10973 members 
Mstep: Class 42 contains 29932 members 
Mstep: Class 43 contains 7426 members 
Mstep: Class 44 contains 60009 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15168 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 41089 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2447 members 
Mstep: Class 51 contains 20513 members 
Mstep: Class 52 contains 6557 members 
Mstep: Class 53 contains 3091 members 
Mstep: Class 54 contains 14662 members 
Mstep: Class 55 contains 28256 members 
Mstep: Class 56 contains 23962 members 
Mstep: Class 57 contains 2006 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14590 members 
Mstep: Class 60 contains 32309 members 
Mstep: Class 61 contains 4793 members 
Mstep: Class 62 contains 16096 members 
Mstep: Class 63 contains 30097 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19024 members 
Mstep: Class 67 contains 32514 members 
Mstep: Class 68 contains 29635 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 30053 members 
Mstep: Class 71 contains 16885 members 
Mstep: Class 72 contains 25526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161373248.000000 Penalty: 243551.406250
Iteration 290Q: 73 clusters Score -1.613732e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5263 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 30832 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 32679 members 
Mstep: Class 14 contains 30884 members 
Mstep: Class 15 contains 6641 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15537 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6937 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5193 members 
Mstep: Class 24 contains 29163 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17461 members 
Mstep: Class 28 contains 28495 members 
Mstep: Class 29 contains 26210 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24450 members 
Mstep: Class 33 contains 9708 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 2873 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 29707 members 
Mstep: Class 43 contains 7433 members 
Mstep: Class 44 contains 59937 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15159 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41060 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 20530 members 
Mstep: Class 52 contains 6551 members 
Mstep: Class 53 contains 3096 members 
Mstep: Class 54 contains 14663 members 
Mstep: Class 55 contains 28339 members 
Mstep: Class 56 contains 24092 members 
Mstep: Class 57 contains 2006 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14589 members 
Mstep: Class 60 contains 32329 members 
Mstep: Class 61 contains 4790 members 
Mstep: Class 62 contains 16061 members 
Mstep: Class 63 contains 30137 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19016 members 
Mstep: Class 67 contains 32328 members 
Mstep: Class 68 contains 29637 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 30085 members 
Mstep: Class 71 contains 16873 members 
Mstep: Class 72 contains 25992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161373808.000000 Penalty: 243551.406250
Iteration 291Q: 73 clusters Score -1.613738e+08 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 31103 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 18221 members 
Mstep: Class 13 contains 32317 members 
Mstep: Class 14 contains 30887 members 
Mstep: Class 15 contains 6633 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6937 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5185 members 
Mstep: Class 24 contains 29196 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17448 members 
Mstep: Class 28 contains 28504 members 
Mstep: Class 29 contains 26107 members 
Mstep: Class 30 contains 3780 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24448 members 
Mstep: Class 33 contains 9696 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1452 members 
Mstep: Class 37 contains 2873 members 
Mstep: Class 38 contains 485 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11040 members 
Mstep: Class 42 contains 29497 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 59894 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15155 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41048 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 20561 members 
Mstep: Class 52 contains 6548 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 14668 members 
Mstep: Class 55 contains 28438 members 
Mstep: Class 56 contains 24171 members 
Mstep: Class 57 contains 2006 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14584 members 
Mstep: Class 60 contains 32343 members 
Mstep: Class 61 contains 4793 members 
Mstep: Class 62 contains 16038 members 
Mstep: Class 63 contains 30212 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 19007 members 
Mstep: Class 67 contains 32141 members 
Mstep: Class 68 contains 29630 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 30032 members 
Mstep: Class 71 contains 16875 members 
Mstep: Class 72 contains 26409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161373984.000000 Penalty: 243551.406250
Iteration 292Q: 73 clusters Score -1.61374e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5263 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 31358 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 32031 members 
Mstep: Class 14 contains 30877 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5176 members 
Mstep: Class 24 contains 29224 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17452 members 
Mstep: Class 28 contains 28517 members 
Mstep: Class 29 contains 26053 members 
Mstep: Class 30 contains 3781 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24413 members 
Mstep: Class 33 contains 9682 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11062 members 
Mstep: Class 42 contains 29311 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 59818 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15149 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 41043 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2446 members 
Mstep: Class 51 contains 20558 members 
Mstep: Class 52 contains 6547 members 
Mstep: Class 53 contains 3095 members 
Mstep: Class 54 contains 14667 members 
Mstep: Class 55 contains 28520 members 
Mstep: Class 56 contains 24252 members 
Mstep: Class 57 contains 2006 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14591 members 
Mstep: Class 60 contains 32362 members 
Mstep: Class 61 contains 4790 members 
Mstep: Class 62 contains 16021 members 
Mstep: Class 63 contains 30260 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 699 members 
Mstep: Class 66 contains 18984 members 
Mstep: Class 67 contains 31979 members 
Mstep: Class 68 contains 29642 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29905 members 
Mstep: Class 71 contains 16887 members 
Mstep: Class 72 contains 26834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374112.000000 Penalty: 243551.406250
Iteration 293Q: 73 clusters Score -1.613741e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5263 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 31570 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 31780 members 
Mstep: Class 14 contains 30879 members 
Mstep: Class 15 contains 6609 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5173 members 
Mstep: Class 24 contains 29263 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17452 members 
Mstep: Class 28 contains 28554 members 
Mstep: Class 29 contains 25992 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24387 members 
Mstep: Class 33 contains 9672 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11077 members 
Mstep: Class 42 contains 29148 members 
Mstep: Class 43 contains 7433 members 
Mstep: Class 44 contains 59734 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15144 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41047 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2445 members 
Mstep: Class 51 contains 20563 members 
Mstep: Class 52 contains 6543 members 
Mstep: Class 53 contains 3091 members 
Mstep: Class 54 contains 14670 members 
Mstep: Class 55 contains 28567 members 
Mstep: Class 56 contains 24321 members 
Mstep: Class 57 contains 2006 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14607 members 
Mstep: Class 60 contains 32362 members 
Mstep: Class 61 contains 4792 members 
Mstep: Class 62 contains 16001 members 
Mstep: Class 63 contains 30325 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 700 members 
Mstep: Class 66 contains 18967 members 
Mstep: Class 67 contains 31862 members 
Mstep: Class 68 contains 29647 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29745 members 
Mstep: Class 71 contains 16906 members 
Mstep: Class 72 contains 27233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374240.000000 Penalty: 243551.406250
Iteration 294Q: 73 clusters Score -1.613742e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5263 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 8 contains 31743 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 31525 members 
Mstep: Class 14 contains 30882 members 
Mstep: Class 15 contains 6602 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 29302 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 17456 members 
Mstep: Class 28 contains 28634 members 
Mstep: Class 29 contains 25960 members 
Mstep: Class 30 contains 3782 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24372 members 
Mstep: Class 33 contains 9658 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11104 members 
Mstep: Class 42 contains 28982 members 
Mstep: Class 43 contains 7430 members 
Mstep: Class 44 contains 59661 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15143 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41071 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 20572 members 
Mstep: Class 52 contains 6535 members 
Mstep: Class 53 contains 3089 members 
Mstep: Class 54 contains 14671 members 
Mstep: Class 55 contains 28559 members 
Mstep: Class 56 contains 24386 members 
Mstep: Class 57 contains 2003 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32363 members 
Mstep: Class 61 contains 4800 members 
Mstep: Class 62 contains 15991 members 
Mstep: Class 63 contains 30373 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 700 members 
Mstep: Class 66 contains 18945 members 
Mstep: Class 67 contains 31763 members 
Mstep: Class 68 contains 29647 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29563 members 
Mstep: Class 71 contains 16915 members 
Mstep: Class 72 contains 27647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374240.000000 Penalty: 243551.406250
Iteration 295Q: 73 clusters Score -1.613742e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 31895 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 18236 members 
Mstep: Class 13 contains 31290 members 
Mstep: Class 14 contains 30889 members 
Mstep: Class 15 contains 6595 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6936 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5167 members 
Mstep: Class 24 contains 29343 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17454 members 
Mstep: Class 28 contains 28718 members 
Mstep: Class 29 contains 25867 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24354 members 
Mstep: Class 33 contains 9649 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1450 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11139 members 
Mstep: Class 42 contains 28820 members 
Mstep: Class 43 contains 7434 members 
Mstep: Class 44 contains 59585 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15134 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41085 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 20572 members 
Mstep: Class 52 contains 6522 members 
Mstep: Class 53 contains 3086 members 
Mstep: Class 54 contains 14667 members 
Mstep: Class 55 contains 28474 members 
Mstep: Class 56 contains 24476 members 
Mstep: Class 57 contains 2002 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14618 members 
Mstep: Class 60 contains 32380 members 
Mstep: Class 61 contains 4805 members 
Mstep: Class 62 contains 15989 members 
Mstep: Class 63 contains 30440 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 700 members 
Mstep: Class 66 contains 18922 members 
Mstep: Class 67 contains 31699 members 
Mstep: Class 68 contains 29645 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29424 members 
Mstep: Class 71 contains 16915 members 
Mstep: Class 72 contains 28070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374400.000000 Penalty: 243551.406250
Iteration 296Q: 73 clusters Score -1.613744e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 32000 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 31099 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 6584 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15572 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6935 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 29381 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17456 members 
Mstep: Class 28 contains 28722 members 
Mstep: Class 29 contains 25809 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24344 members 
Mstep: Class 33 contains 9644 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1449 members 
Mstep: Class 37 contains 2873 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11174 members 
Mstep: Class 42 contains 28662 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 59519 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15134 members 
Mstep: Class 47 contains 2629 members 
Mstep: Class 48 contains 41089 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20578 members 
Mstep: Class 52 contains 6512 members 
Mstep: Class 53 contains 3081 members 
Mstep: Class 54 contains 14660 members 
Mstep: Class 55 contains 28363 members 
Mstep: Class 56 contains 24605 members 
Mstep: Class 57 contains 2003 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14619 members 
Mstep: Class 60 contains 32394 members 
Mstep: Class 61 contains 4804 members 
Mstep: Class 62 contains 15984 members 
Mstep: Class 63 contains 30475 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 700 members 
Mstep: Class 66 contains 18905 members 
Mstep: Class 67 contains 31664 members 
Mstep: Class 68 contains 29641 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29334 members 
Mstep: Class 71 contains 16905 members 
Mstep: Class 72 contains 28497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374512.000000 Penalty: 243551.406250
Iteration 297Q: 73 clusters Score -1.613745e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5262 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 32081 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 18242 members 
Mstep: Class 13 contains 30944 members 
Mstep: Class 14 contains 30915 members 
Mstep: Class 15 contains 6584 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6936 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5156 members 
Mstep: Class 24 contains 29418 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17461 members 
Mstep: Class 28 contains 28681 members 
Mstep: Class 29 contains 25808 members 
Mstep: Class 30 contains 3780 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24342 members 
Mstep: Class 33 contains 9630 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1447 members 
Mstep: Class 37 contains 2875 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11200 members 
Mstep: Class 42 contains 28526 members 
Mstep: Class 43 contains 7436 members 
Mstep: Class 44 contains 59440 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15134 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41088 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 20589 members 
Mstep: Class 52 contains 6494 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14660 members 
Mstep: Class 55 contains 28259 members 
Mstep: Class 56 contains 24743 members 
Mstep: Class 57 contains 2003 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14620 members 
Mstep: Class 60 contains 32396 members 
Mstep: Class 61 contains 4807 members 
Mstep: Class 62 contains 15964 members 
Mstep: Class 63 contains 30508 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 700 members 
Mstep: Class 66 contains 18878 members 
Mstep: Class 67 contains 31658 members 
Mstep: Class 68 contains 29633 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29192 members 
Mstep: Class 71 contains 16913 members 
Mstep: Class 72 contains 28882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374496.000000 Penalty: 243551.406250
Iteration 298Q: 73 clusters Score -1.613745e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5260 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 32156 members 
Mstep: Class 9 contains 438 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18251 members 
Mstep: Class 13 contains 30817 members 
Mstep: Class 14 contains 30927 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15572 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6935 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5149 members 
Mstep: Class 24 contains 29443 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17470 members 
Mstep: Class 28 contains 28672 members 
Mstep: Class 29 contains 25752 members 
Mstep: Class 30 contains 3778 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24332 members 
Mstep: Class 33 contains 9621 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1446 members 
Mstep: Class 37 contains 2880 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11220 members 
Mstep: Class 42 contains 28403 members 
Mstep: Class 43 contains 7434 members 
Mstep: Class 44 contains 59383 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15120 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 41089 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 20592 members 
Mstep: Class 52 contains 6490 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 14654 members 
Mstep: Class 55 contains 28139 members 
Mstep: Class 56 contains 24855 members 
Mstep: Class 57 contains 2002 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14620 members 
Mstep: Class 60 contains 32411 members 
Mstep: Class 61 contains 4796 members 
Mstep: Class 62 contains 15952 members 
Mstep: Class 63 contains 30551 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 700 members 
Mstep: Class 66 contains 18871 members 
Mstep: Class 67 contains 31654 members 
Mstep: Class 68 contains 29633 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29069 members 
Mstep: Class 71 contains 16923 members 
Mstep: Class 72 contains 29273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374720.000000 Penalty: 243551.406250
Iteration 299Q: 73 clusters Score -1.613747e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5258 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 32234 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 18264 members 
Mstep: Class 13 contains 30720 members 
Mstep: Class 14 contains 30945 members 
Mstep: Class 15 contains 6571 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15578 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6939 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5141 members 
Mstep: Class 24 contains 29449 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17478 members 
Mstep: Class 28 contains 28687 members 
Mstep: Class 29 contains 25698 members 
Mstep: Class 30 contains 3778 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24312 members 
Mstep: Class 33 contains 9614 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1446 members 
Mstep: Class 37 contains 2882 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11245 members 
Mstep: Class 42 contains 28332 members 
Mstep: Class 43 contains 7433 members 
Mstep: Class 44 contains 59314 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15109 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 41098 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 20595 members 
Mstep: Class 52 contains 6479 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 14660 members 
Mstep: Class 55 contains 27998 members 
Mstep: Class 56 contains 24965 members 
Mstep: Class 57 contains 1998 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14620 members 
Mstep: Class 60 contains 32418 members 
Mstep: Class 61 contains 4793 members 
Mstep: Class 62 contains 15927 members 
Mstep: Class 63 contains 30566 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 700 members 
Mstep: Class 66 contains 18860 members 
Mstep: Class 67 contains 31601 members 
Mstep: Class 68 contains 29633 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28939 members 
Mstep: Class 71 contains 16925 members 
Mstep: Class 72 contains 29665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374912.000000 Penalty: 243551.406250
Iteration 300F: 73 clusters Score -1.613749e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 32394 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 18271 members 
Mstep: Class 13 contains 30584 members 
Mstep: Class 14 contains 30966 members 
Mstep: Class 15 contains 6553 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15572 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6939 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5132 members 
Mstep: Class 24 contains 29428 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17473 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 25647 members 
Mstep: Class 30 contains 3778 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24288 members 
Mstep: Class 33 contains 9595 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1446 members 
Mstep: Class 37 contains 2882 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11264 members 
Mstep: Class 42 contains 28272 members 
Mstep: Class 43 contains 7432 members 
Mstep: Class 44 contains 59298 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15096 members 
Mstep: Class 47 contains 2629 members 
Mstep: Class 48 contains 41106 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2438 members 
Mstep: Class 51 contains 20602 members 
Mstep: Class 52 contains 6466 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14669 members 
Mstep: Class 55 contains 27831 members 
Mstep: Class 56 contains 25053 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14632 members 
Mstep: Class 60 contains 32412 members 
Mstep: Class 61 contains 4793 members 
Mstep: Class 62 contains 15905 members 
Mstep: Class 63 contains 30579 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18839 members 
Mstep: Class 67 contains 31560 members 
Mstep: Class 68 contains 29627 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28831 members 
Mstep: Class 71 contains 16939 members 
Mstep: Class 72 contains 30016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374784.000000 Penalty: 243551.406250
Iteration 301Q: 73 clusters Score -1.613748e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5256 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 32528 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 18287 members 
Mstep: Class 13 contains 30487 members 
Mstep: Class 14 contains 30983 members 
Mstep: Class 15 contains 6538 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15564 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5129 members 
Mstep: Class 24 contains 29406 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17470 members 
Mstep: Class 28 contains 28756 members 
Mstep: Class 29 contains 25572 members 
Mstep: Class 30 contains 3777 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24277 members 
Mstep: Class 33 contains 9590 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11282 members 
Mstep: Class 42 contains 28226 members 
Mstep: Class 43 contains 7431 members 
Mstep: Class 44 contains 59266 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15079 members 
Mstep: Class 47 contains 2629 members 
Mstep: Class 48 contains 41117 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 20615 members 
Mstep: Class 52 contains 6451 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14671 members 
Mstep: Class 55 contains 27678 members 
Mstep: Class 56 contains 25136 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14630 members 
Mstep: Class 60 contains 32411 members 
Mstep: Class 61 contains 4799 members 
Mstep: Class 62 contains 15882 members 
Mstep: Class 63 contains 30615 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18813 members 
Mstep: Class 67 contains 31471 members 
Mstep: Class 68 contains 29630 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28772 members 
Mstep: Class 71 contains 16950 members 
Mstep: Class 72 contains 30353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374800.000000 Penalty: 243551.406250
Iteration 302Q: 73 clusters Score -1.613748e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5158 members 
Mstep: Class 8 contains 32632 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 18299 members 
Mstep: Class 13 contains 30446 members 
Mstep: Class 14 contains 31003 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15543 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5123 members 
Mstep: Class 24 contains 29392 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17466 members 
Mstep: Class 28 contains 28760 members 
Mstep: Class 29 contains 25516 members 
Mstep: Class 30 contains 3777 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24255 members 
Mstep: Class 33 contains 9589 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11307 members 
Mstep: Class 42 contains 28163 members 
Mstep: Class 43 contains 7432 members 
Mstep: Class 44 contains 59231 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15073 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 41123 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 20622 members 
Mstep: Class 52 contains 6445 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14675 members 
Mstep: Class 55 contains 27528 members 
Mstep: Class 56 contains 25199 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14641 members 
Mstep: Class 60 contains 32410 members 
Mstep: Class 61 contains 4798 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 30642 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18789 members 
Mstep: Class 67 contains 31370 members 
Mstep: Class 68 contains 29628 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28718 members 
Mstep: Class 71 contains 16953 members 
Mstep: Class 72 contains 30697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374848.000000 Penalty: 243551.406250
Iteration 303Q: 73 clusters Score -1.613748e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 8 contains 32743 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 18309 members 
Mstep: Class 13 contains 30370 members 
Mstep: Class 14 contains 31016 members 
Mstep: Class 15 contains 6524 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6944 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5117 members 
Mstep: Class 24 contains 29376 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17460 members 
Mstep: Class 28 contains 28749 members 
Mstep: Class 29 contains 25468 members 
Mstep: Class 30 contains 3776 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24242 members 
Mstep: Class 33 contains 9593 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2880 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11324 members 
Mstep: Class 42 contains 28092 members 
Mstep: Class 43 contains 7432 members 
Mstep: Class 44 contains 59201 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15061 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 41118 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 20652 members 
Mstep: Class 52 contains 6443 members 
Mstep: Class 53 contains 3083 members 
Mstep: Class 54 contains 14683 members 
Mstep: Class 55 contains 27378 members 
Mstep: Class 56 contains 25266 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14639 members 
Mstep: Class 60 contains 32409 members 
Mstep: Class 61 contains 4798 members 
Mstep: Class 62 contains 15862 members 
Mstep: Class 63 contains 30662 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 702 members 
Mstep: Class 66 contains 18770 members 
Mstep: Class 67 contains 31305 members 
Mstep: Class 68 contains 29628 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28681 members 
Mstep: Class 71 contains 16951 members 
Mstep: Class 72 contains 31019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374400.000000 Penalty: 243551.406250
Iteration 304Q: 73 clusters Score -1.613744e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5255 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5156 members 
Mstep: Class 8 contains 32819 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 18327 members 
Mstep: Class 13 contains 30306 members 
Mstep: Class 14 contains 31022 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15528 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5113 members 
Mstep: Class 24 contains 29355 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17454 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 25392 members 
Mstep: Class 30 contains 3775 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24231 members 
Mstep: Class 33 contains 9589 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11336 members 
Mstep: Class 42 contains 28036 members 
Mstep: Class 43 contains 7432 members 
Mstep: Class 44 contains 59173 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15058 members 
Mstep: Class 47 contains 2628 members 
Mstep: Class 48 contains 41135 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 20673 members 
Mstep: Class 52 contains 6440 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 14682 members 
Mstep: Class 55 contains 27232 members 
Mstep: Class 56 contains 25293 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14646 members 
Mstep: Class 60 contains 32404 members 
Mstep: Class 61 contains 4795 members 
Mstep: Class 62 contains 15842 members 
Mstep: Class 63 contains 30703 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18767 members 
Mstep: Class 67 contains 31234 members 
Mstep: Class 68 contains 29622 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28672 members 
Mstep: Class 71 contains 16944 members 
Mstep: Class 72 contains 31353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374304.000000 Penalty: 243551.406250
Iteration 305Q: 73 clusters Score -1.613743e+08 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5255 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5153 members 
Mstep: Class 8 contains 32899 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 30269 members 
Mstep: Class 14 contains 31025 members 
Mstep: Class 15 contains 6515 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15525 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6949 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5105 members 
Mstep: Class 24 contains 29318 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17450 members 
Mstep: Class 28 contains 28702 members 
Mstep: Class 29 contains 25317 members 
Mstep: Class 30 contains 3775 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24240 members 
Mstep: Class 33 contains 9580 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11354 members 
Mstep: Class 42 contains 27988 members 
Mstep: Class 43 contains 7433 members 
Mstep: Class 44 contains 59147 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15051 members 
Mstep: Class 47 contains 2629 members 
Mstep: Class 48 contains 41150 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 20680 members 
Mstep: Class 52 contains 6427 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 14692 members 
Mstep: Class 55 contains 27117 members 
Mstep: Class 56 contains 25352 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14648 members 
Mstep: Class 60 contains 32413 members 
Mstep: Class 61 contains 4796 members 
Mstep: Class 62 contains 15826 members 
Mstep: Class 63 contains 30708 members 
Mstep: Class 64 contains 573 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18754 members 
Mstep: Class 67 contains 31152 members 
Mstep: Class 68 contains 29620 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28634 members 
Mstep: Class 71 contains 16940 members 
Mstep: Class 72 contains 31705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374384.000000 Penalty: 243551.406250
Iteration 306Q: 73 clusters Score -1.613744e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5150 members 
Mstep: Class 8 contains 32925 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18367 members 
Mstep: Class 13 contains 30298 members 
Mstep: Class 14 contains 31043 members 
Mstep: Class 15 contains 6507 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15527 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5099 members 
Mstep: Class 24 contains 29273 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17445 members 
Mstep: Class 28 contains 28661 members 
Mstep: Class 29 contains 25244 members 
Mstep: Class 30 contains 3774 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24221 members 
Mstep: Class 33 contains 9573 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2884 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11374 members 
Mstep: Class 42 contains 27951 members 
Mstep: Class 43 contains 7433 members 
Mstep: Class 44 contains 59131 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15047 members 
Mstep: Class 47 contains 2630 members 
Mstep: Class 48 contains 41183 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 20680 members 
Mstep: Class 52 contains 6422 members 
Mstep: Class 53 contains 3081 members 
Mstep: Class 54 contains 14697 members 
Mstep: Class 55 contains 27000 members 
Mstep: Class 56 contains 25392 members 
Mstep: Class 57 contains 1995 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14653 members 
Mstep: Class 60 contains 32413 members 
Mstep: Class 61 contains 4795 members 
Mstep: Class 62 contains 15809 members 
Mstep: Class 63 contains 30709 members 
Mstep: Class 64 contains 574 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18740 members 
Mstep: Class 67 contains 31097 members 
Mstep: Class 68 contains 29627 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28566 members 
Mstep: Class 71 contains 16941 members 
Mstep: Class 72 contains 32045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374768.000000 Penalty: 243551.406250
Iteration 307Q: 73 clusters Score -1.613748e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5253 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5147 members 
Mstep: Class 8 contains 32933 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18380 members 
Mstep: Class 13 contains 30334 members 
Mstep: Class 14 contains 31054 members 
Mstep: Class 15 contains 6499 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15526 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 29240 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17440 members 
Mstep: Class 28 contains 28610 members 
Mstep: Class 29 contains 25183 members 
Mstep: Class 30 contains 3773 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24209 members 
Mstep: Class 33 contains 9564 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2883 members 
Mstep: Class 38 contains 487 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11391 members 
Mstep: Class 42 contains 27888 members 
Mstep: Class 43 contains 7433 members 
Mstep: Class 44 contains 59111 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15046 members 
Mstep: Class 47 contains 2631 members 
Mstep: Class 48 contains 41199 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 20672 members 
Mstep: Class 52 contains 6421 members 
Mstep: Class 53 contains 3081 members 
Mstep: Class 54 contains 14696 members 
Mstep: Class 55 contains 26897 members 
Mstep: Class 56 contains 25412 members 
Mstep: Class 57 contains 1995 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14648 members 
Mstep: Class 60 contains 32414 members 
Mstep: Class 61 contains 4788 members 
Mstep: Class 62 contains 15799 members 
Mstep: Class 63 contains 30740 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18751 members 
Mstep: Class 67 contains 31076 members 
Mstep: Class 68 contains 29618 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28526 members 
Mstep: Class 71 contains 16944 members 
Mstep: Class 72 contains 32359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374720.000000 Penalty: 243551.406250
Iteration 308Q: 73 clusters Score -1.613747e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5255 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 32909 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18395 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 31061 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15524 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6951 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5086 members 
Mstep: Class 24 contains 29184 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 28544 members 
Mstep: Class 29 contains 25118 members 
Mstep: Class 30 contains 3770 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24210 members 
Mstep: Class 33 contains 9556 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2884 members 
Mstep: Class 38 contains 487 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11407 members 
Mstep: Class 42 contains 27859 members 
Mstep: Class 43 contains 7434 members 
Mstep: Class 44 contains 59108 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15037 members 
Mstep: Class 47 contains 2632 members 
Mstep: Class 48 contains 41207 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2439 members 
Mstep: Class 51 contains 20665 members 
Mstep: Class 52 contains 6415 members 
Mstep: Class 53 contains 3083 members 
Mstep: Class 54 contains 14692 members 
Mstep: Class 55 contains 26780 members 
Mstep: Class 56 contains 25408 members 
Mstep: Class 57 contains 1995 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14644 members 
Mstep: Class 60 contains 32425 members 
Mstep: Class 61 contains 4789 members 
Mstep: Class 62 contains 15782 members 
Mstep: Class 63 contains 30777 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18753 members 
Mstep: Class 67 contains 31039 members 
Mstep: Class 68 contains 29617 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28523 members 
Mstep: Class 71 contains 16945 members 
Mstep: Class 72 contains 32680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374896.000000 Penalty: 243551.406250
Iteration 309Q: 73 clusters Score -1.613749e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5142 members 
Mstep: Class 8 contains 32886 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 30404 members 
Mstep: Class 14 contains 31076 members 
Mstep: Class 15 contains 6492 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6951 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5087 members 
Mstep: Class 24 contains 29141 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17429 members 
Mstep: Class 28 contains 28441 members 
Mstep: Class 29 contains 25074 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24211 members 
Mstep: Class 33 contains 9554 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2883 members 
Mstep: Class 38 contains 487 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11419 members 
Mstep: Class 42 contains 27863 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 59096 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15029 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41206 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 20670 members 
Mstep: Class 52 contains 6421 members 
Mstep: Class 53 contains 3085 members 
Mstep: Class 54 contains 14698 members 
Mstep: Class 55 contains 26669 members 
Mstep: Class 56 contains 25410 members 
Mstep: Class 57 contains 1995 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14634 members 
Mstep: Class 60 contains 32420 members 
Mstep: Class 61 contains 4787 members 
Mstep: Class 62 contains 15757 members 
Mstep: Class 63 contains 30803 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18750 members 
Mstep: Class 67 contains 31055 members 
Mstep: Class 68 contains 29612 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28498 members 
Mstep: Class 71 contains 16945 members 
Mstep: Class 72 contains 32959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374448.000000 Penalty: 243551.406250
Iteration 310Q: 73 clusters Score -1.613744e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5251 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 32839 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18419 members 
Mstep: Class 13 contains 30452 members 
Mstep: Class 14 contains 31085 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5089 members 
Mstep: Class 24 contains 29098 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17422 members 
Mstep: Class 28 contains 28311 members 
Mstep: Class 29 contains 25029 members 
Mstep: Class 30 contains 3772 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24212 members 
Mstep: Class 33 contains 9545 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2884 members 
Mstep: Class 38 contains 487 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11428 members 
Mstep: Class 42 contains 27826 members 
Mstep: Class 43 contains 7437 members 
Mstep: Class 44 contains 59081 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15024 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41223 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 20678 members 
Mstep: Class 52 contains 6421 members 
Mstep: Class 53 contains 3086 members 
Mstep: Class 54 contains 14704 members 
Mstep: Class 55 contains 26565 members 
Mstep: Class 56 contains 25415 members 
Mstep: Class 57 contains 1994 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14633 members 
Mstep: Class 60 contains 32434 members 
Mstep: Class 61 contains 4784 members 
Mstep: Class 62 contains 15732 members 
Mstep: Class 63 contains 30811 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18770 members 
Mstep: Class 67 contains 31106 members 
Mstep: Class 68 contains 29608 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28510 members 
Mstep: Class 71 contains 16936 members 
Mstep: Class 72 contains 33216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374432.000000 Penalty: 243551.406250
Iteration 311Q: 73 clusters Score -1.613744e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5248 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5144 members 
Mstep: Class 8 contains 32821 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 30466 members 
Mstep: Class 14 contains 31095 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15542 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5085 members 
Mstep: Class 24 contains 29027 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 17420 members 
Mstep: Class 28 contains 28166 members 
Mstep: Class 29 contains 24983 members 
Mstep: Class 30 contains 3773 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24224 members 
Mstep: Class 33 contains 9544 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2883 members 
Mstep: Class 38 contains 487 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11442 members 
Mstep: Class 42 contains 27828 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 59076 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15015 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41248 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 20670 members 
Mstep: Class 52 contains 6421 members 
Mstep: Class 53 contains 3086 members 
Mstep: Class 54 contains 14710 members 
Mstep: Class 55 contains 26511 members 
Mstep: Class 56 contains 25416 members 
Mstep: Class 57 contains 1993 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14625 members 
Mstep: Class 60 contains 32453 members 
Mstep: Class 61 contains 4785 members 
Mstep: Class 62 contains 15723 members 
Mstep: Class 63 contains 30814 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18782 members 
Mstep: Class 67 contains 31138 members 
Mstep: Class 68 contains 29601 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28506 members 
Mstep: Class 71 contains 16945 members 
Mstep: Class 72 contains 33447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374208.000000 Penalty: 243551.406250
Iteration 312Q: 73 clusters Score -1.613742e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5248 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 32840 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18412 members 
Mstep: Class 13 contains 30440 members 
Mstep: Class 14 contains 31128 members 
Mstep: Class 15 contains 6477 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15550 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6968 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 28946 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 17420 members 
Mstep: Class 28 contains 28037 members 
Mstep: Class 29 contains 24926 members 
Mstep: Class 30 contains 3773 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24215 members 
Mstep: Class 33 contains 9539 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2885 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11462 members 
Mstep: Class 42 contains 27875 members 
Mstep: Class 43 contains 7443 members 
Mstep: Class 44 contains 59091 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15013 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41265 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20665 members 
Mstep: Class 52 contains 6414 members 
Mstep: Class 53 contains 3085 members 
Mstep: Class 54 contains 14710 members 
Mstep: Class 55 contains 26420 members 
Mstep: Class 56 contains 25427 members 
Mstep: Class 57 contains 1993 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14624 members 
Mstep: Class 60 contains 32454 members 
Mstep: Class 61 contains 4784 members 
Mstep: Class 62 contains 15718 members 
Mstep: Class 63 contains 30820 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18788 members 
Mstep: Class 67 contains 31152 members 
Mstep: Class 68 contains 29590 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28525 members 
Mstep: Class 71 contains 16951 members 
Mstep: Class 72 contains 33655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374480.000000 Penalty: 243551.406250
Iteration 313Q: 73 clusters Score -1.613745e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5249 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 32923 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 18421 members 
Mstep: Class 13 contains 30374 members 
Mstep: Class 14 contains 31149 members 
Mstep: Class 15 contains 6475 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15553 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5081 members 
Mstep: Class 24 contains 28876 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 17420 members 
Mstep: Class 28 contains 27908 members 
Mstep: Class 29 contains 24887 members 
Mstep: Class 30 contains 3772 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24211 members 
Mstep: Class 33 contains 9531 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2887 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11479 members 
Mstep: Class 42 contains 27948 members 
Mstep: Class 43 contains 7445 members 
Mstep: Class 44 contains 59108 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15004 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41275 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20633 members 
Mstep: Class 52 contains 6402 members 
Mstep: Class 53 contains 3083 members 
Mstep: Class 54 contains 14704 members 
Mstep: Class 55 contains 26361 members 
Mstep: Class 56 contains 25441 members 
Mstep: Class 57 contains 1994 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14612 members 
Mstep: Class 60 contains 32447 members 
Mstep: Class 61 contains 4784 members 
Mstep: Class 62 contains 15725 members 
Mstep: Class 63 contains 30808 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18801 members 
Mstep: Class 67 contains 31127 members 
Mstep: Class 68 contains 29583 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28546 members 
Mstep: Class 71 contains 16962 members 
Mstep: Class 72 contains 33851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374528.000000 Penalty: 243551.406250
Iteration 314Q: 73 clusters Score -1.613745e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5248 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5149 members 
Mstep: Class 8 contains 32987 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18412 members 
Mstep: Class 13 contains 30341 members 
Mstep: Class 14 contains 31157 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15545 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5082 members 
Mstep: Class 24 contains 28843 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 17410 members 
Mstep: Class 28 contains 27766 members 
Mstep: Class 29 contains 24860 members 
Mstep: Class 30 contains 3772 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24210 members 
Mstep: Class 33 contains 9528 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2889 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11492 members 
Mstep: Class 42 contains 28047 members 
Mstep: Class 43 contains 7449 members 
Mstep: Class 44 contains 59111 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15000 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41285 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20599 members 
Mstep: Class 52 contains 6388 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 14708 members 
Mstep: Class 55 contains 26329 members 
Mstep: Class 56 contains 25454 members 
Mstep: Class 57 contains 1994 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14607 members 
Mstep: Class 60 contains 32444 members 
Mstep: Class 61 contains 4787 members 
Mstep: Class 62 contains 15733 members 
Mstep: Class 63 contains 30793 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18838 members 
Mstep: Class 67 contains 31056 members 
Mstep: Class 68 contains 29576 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28538 members 
Mstep: Class 71 contains 16974 members 
Mstep: Class 72 contains 34032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374752.000000 Penalty: 243551.406250
Iteration 315Q: 73 clusters Score -1.613748e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5247 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5152 members 
Mstep: Class 8 contains 33096 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 18380 members 
Mstep: Class 13 contains 30285 members 
Mstep: Class 14 contains 31171 members 
Mstep: Class 15 contains 6463 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15542 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5078 members 
Mstep: Class 24 contains 28780 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 17405 members 
Mstep: Class 28 contains 27586 members 
Mstep: Class 29 contains 24823 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24212 members 
Mstep: Class 33 contains 9521 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2889 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11500 members 
Mstep: Class 42 contains 28116 members 
Mstep: Class 43 contains 7453 members 
Mstep: Class 44 contains 59122 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15002 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41300 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2440 members 
Mstep: Class 51 contains 20591 members 
Mstep: Class 52 contains 6388 members 
Mstep: Class 53 contains 3081 members 
Mstep: Class 54 contains 14704 members 
Mstep: Class 55 contains 26377 members 
Mstep: Class 56 contains 25417 members 
Mstep: Class 57 contains 1994 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14603 members 
Mstep: Class 60 contains 32435 members 
Mstep: Class 61 contains 4788 members 
Mstep: Class 62 contains 15734 members 
Mstep: Class 63 contains 30793 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18871 members 
Mstep: Class 67 contains 30935 members 
Mstep: Class 68 contains 29572 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28601 members 
Mstep: Class 71 contains 16999 members 
Mstep: Class 72 contains 34208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374576.000000 Penalty: 243551.406250
Iteration 316Q: 73 clusters Score -1.613746e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5248 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 8 contains 33226 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 18354 members 
Mstep: Class 13 contains 30246 members 
Mstep: Class 14 contains 31174 members 
Mstep: Class 15 contains 6456 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6965 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 28724 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 17401 members 
Mstep: Class 28 contains 27409 members 
Mstep: Class 29 contains 24786 members 
Mstep: Class 30 contains 3769 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24218 members 
Mstep: Class 33 contains 9514 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2888 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11505 members 
Mstep: Class 42 contains 28154 members 
Mstep: Class 43 contains 7454 members 
Mstep: Class 44 contains 59120 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 15007 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41313 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20582 members 
Mstep: Class 52 contains 6385 members 
Mstep: Class 53 contains 3083 members 
Mstep: Class 54 contains 14712 members 
Mstep: Class 55 contains 26418 members 
Mstep: Class 56 contains 25374 members 
Mstep: Class 57 contains 1994 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14598 members 
Mstep: Class 60 contains 32438 members 
Mstep: Class 61 contains 4787 members 
Mstep: Class 62 contains 15732 members 
Mstep: Class 63 contains 30794 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18892 members 
Mstep: Class 67 contains 30812 members 
Mstep: Class 68 contains 29566 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28699 members 
Mstep: Class 71 contains 17023 members 
Mstep: Class 72 contains 34359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374752.000000 Penalty: 243551.406250
Iteration 317Q: 73 clusters Score -1.613748e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 33377 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 18328 members 
Mstep: Class 13 contains 30198 members 
Mstep: Class 14 contains 31184 members 
Mstep: Class 15 contains 6452 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6969 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5074 members 
Mstep: Class 24 contains 28689 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 17389 members 
Mstep: Class 28 contains 27249 members 
Mstep: Class 29 contains 24775 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24218 members 
Mstep: Class 33 contains 9516 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2886 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11513 members 
Mstep: Class 42 contains 28180 members 
Mstep: Class 43 contains 7457 members 
Mstep: Class 44 contains 59117 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14999 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41321 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20579 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 14718 members 
Mstep: Class 55 contains 26483 members 
Mstep: Class 56 contains 25319 members 
Mstep: Class 57 contains 1994 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14594 members 
Mstep: Class 60 contains 32439 members 
Mstep: Class 61 contains 4783 members 
Mstep: Class 62 contains 15736 members 
Mstep: Class 63 contains 30761 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18915 members 
Mstep: Class 67 contains 30709 members 
Mstep: Class 68 contains 29560 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28785 members 
Mstep: Class 71 contains 17044 members 
Mstep: Class 72 contains 34475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374944.000000 Penalty: 243551.406250
Iteration 318Q: 73 clusters Score -1.613749e+08 nChanged 2078
Entering ConstructFrom: 
Score: -161374944.000000 Penalty: 243551.406250
Entering ConstructFrom: 
Trying to split cluster 1 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -197730.140625 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -197730.1 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 557 members 
Entering Unmasked Estep 
Score: -195715.625000 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -195715.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -196139.921875 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -196139.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -196316.578125 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -196316.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196412.296875 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -196412.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -196489.734375 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -196489.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -196576.828125 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -196576.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -196630.562500 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -196630.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -196663.984375 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -196664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -196686.765625 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -196686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -196696.265625 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -196696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -196704.531250 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -196704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -196708.546875 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -196708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -196710.328125 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -196710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -196710.328125 Penalty: 3479.793213
	Iteration 13F: 3 clusters Score -196710.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39220.343750 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39220.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39473.859375 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39473.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39583.000000 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -39583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39628.429688 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -39628.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39635.406250 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -39635.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39636.492188 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -39636.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39640.332031 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -39640.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39652.125000 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -39652.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39659.855469 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -39659.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39662.253906 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -39662.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39668.226562 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -39668.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39668.226562 Penalty: 2845.339844
	Iteration 11F: 3 clusters Score -39668.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -1002023.437500 Penalty: 2124.080322
	Iteration 0F: 2 clusters Score -1002023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -997315.312500 Penalty: 4248.160645
	Iteration 0F: 3 clusters Score -997315.3 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -998488.500000 Penalty: 4248.160645
	Iteration 1F: 3 clusters Score -998488.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -998777.375000 Penalty: 4248.160645
	Iteration 2F: 3 clusters Score -998777.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -999028.687500 Penalty: 4248.160645
	Iteration 3F: 3 clusters Score -999028.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -999322.062500 Penalty: 4248.160645
	Iteration 4F: 3 clusters Score -999322.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -999644.937500 Penalty: 4248.160645
	Iteration 5F: 3 clusters Score -999644.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -999949.812500 Penalty: 4248.160645
	Iteration 6F: 3 clusters Score -999949.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1000157.437500 Penalty: 4248.160645
	Iteration 7F: 3 clusters Score -1000157 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1000316.687500 Penalty: 4248.160645
	Iteration 8Q: 3 clusters Score -1000317 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1000439.250000 Penalty: 4248.160645
	Iteration 9Q: 3 clusters Score -1000439 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1000536.750000 Penalty: 4248.160645
	Iteration 10Q: 3 clusters Score -1000537 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1000595.875000 Penalty: 4248.160645
	Iteration 11Q: 3 clusters Score -1000596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1000648.812500 Penalty: 4248.160645
	Iteration 12Q: 3 clusters Score -1000649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1000679.687500 Penalty: 4248.160645
	Iteration 13Q: 3 clusters Score -1000680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1000697.562500 Penalty: 4248.160645
	Iteration 14Q: 3 clusters Score -1000698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1000705.937500 Penalty: 4248.160645
	Iteration 15Q: 3 clusters Score -1000706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1000716.250000 Penalty: 4248.160645
	Iteration 16Q: 3 clusters Score -1000716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1000723.250000 Penalty: 4248.160645
	Iteration 17Q: 3 clusters Score -1000723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1000729.250000 Penalty: 4248.160645
	Iteration 18Q: 3 clusters Score -1000729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1000732.687500 Penalty: 4248.160645
	Iteration 19Q: 3 clusters Score -1000733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1000736.687500 Penalty: 4248.160645
	Iteration 20F: 3 clusters Score -1000737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1000739.437500 Penalty: 4248.160645
	Iteration 21Q: 3 clusters Score -1000739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1000740.187500 Penalty: 4248.160645
	Iteration 22Q: 3 clusters Score -1000740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1000743.750000 Penalty: 4248.160645
	Iteration 23Q: 3 clusters Score -1000744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1000745.500000 Penalty: 4248.160645
	Iteration 24Q: 3 clusters Score -1000746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1000745.312500 Penalty: 4248.160645
	Iteration 25Q: 3 clusters Score -1000745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1000750.812500 Penalty: 4248.160645
	Iteration 26Q: 3 clusters Score -1000751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1000750.500000 Penalty: 4248.160645
	Iteration 27Q: 3 clusters Score -1000750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1000754.437500 Penalty: 4248.160645
	Iteration 28Q: 3 clusters Score -1000754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1000754.562500 Penalty: 4248.160645
	Iteration 29Q: 3 clusters Score -1000755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1000755.250000 Penalty: 4248.160645
	Iteration 30Q: 3 clusters Score -1000755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1000756.187500 Penalty: 4248.160645
	Iteration 31Q: 3 clusters Score -1000756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1000756.687500 Penalty: 4248.160645
	Iteration 32Q: 3 clusters Score -1000757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1000758.500000 Penalty: 4248.160645
	Iteration 33Q: 3 clusters Score -1000758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1000760.000000 Penalty: 4248.160645
	Iteration 34Q: 3 clusters Score -1000760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1000758.125000 Penalty: 4248.160645
	Iteration 35Q: 3 clusters Score -1000758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1000758.937500 Penalty: 4248.160645
	Iteration 36Q: 3 clusters Score -1000759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1000760.312500 Penalty: 4248.160645
	Iteration 37Q: 3 clusters Score -1000760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1000760.937500 Penalty: 4248.160645
	Iteration 38Q: 3 clusters Score -1000761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1000761.000000 Penalty: 4248.160645
	Iteration 39Q: 3 clusters Score -1000761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1000760.625000 Penalty: 4248.160645
	Iteration 40F: 3 clusters Score -1000761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1000761.500000 Penalty: 4248.160645
	Iteration 41Q: 3 clusters Score -1000762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1000760.125000 Penalty: 4248.160645
	Iteration 42Q: 3 clusters Score -1000760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1000760.812500 Penalty: 4248.160645
	Iteration 43Q: 3 clusters Score -1000761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1000763.312500 Penalty: 4248.160645
	Iteration 44Q: 3 clusters Score -1000763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1000766.562500 Penalty: 4248.160645
	Iteration 45Q: 3 clusters Score -1000767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1000765.937500 Penalty: 4248.160645
	Iteration 46Q: 3 clusters Score -1000766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1000765.937500 Penalty: 4248.160645
	Iteration 47F: 3 clusters Score -1000766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -92660.968750 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -92660.97 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 273 members 
Entering Unmasked Estep 
Score: -91117.132812 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -91117.13 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91316.625000 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -91316.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91362.820312 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -91362.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -91375.062500 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -91375.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91407.796875 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -91407.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91425.882812 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -91425.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91449.937500 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -91449.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91510.312500 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -91510.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91592.984375 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -91592.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91670.882812 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -91670.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91712.382812 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -91712.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91745.437500 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -91745.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91787.023438 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -91787.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91804.804688 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -91804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91810.390625 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -91810.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91816.703125 Penalty: 3124.278809
	Iteration 15F: 3 clusters Score -91816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91850.781250 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -91850.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91865.460938 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -91865.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91894.281250 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -91894.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91921.351562 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -91921.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91947.500000 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -91947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91962.835938 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -91962.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91978.625000 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -91978.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92019.867188 Penalty: 3124.278809
	Iteration 23Q: 3 clusters Score -92019.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92042.960938 Penalty: 3124.278809
	Iteration 24Q: 3 clusters Score -92042.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92059.187500 Penalty: 3124.278809
	Iteration 25Q: 3 clusters Score -92059.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92091.953125 Penalty: 3124.278809
	Iteration 26Q: 3 clusters Score -92091.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92094.828125 Penalty: 3124.278809
	Iteration 27Q: 3 clusters Score -92094.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92094.828125 Penalty: 3124.278809
	Iteration 28F: 3 clusters Score -92094.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -99340.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -99340.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97913.906250 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97913.91 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98372.000000 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -98372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98722.804688 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98722.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98887.632812 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -98887.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98963.507812 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -98963.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99000.484375 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -99000.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99001.750000 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -99001.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99001.750000 Penalty: 3197.863525
	Iteration 7F: 3 clusters Score -99001.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -42086.886719 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -42086.89 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 173 members 
Entering Unmasked Estep 
Score: -40900.843750 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -40900.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41111.457031 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -41111.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41293.031250 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -41293.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41359.230469 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -41359.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41457.011719 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -41457.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41514.593750 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -41514.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41549.613281 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -41549.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41582.097656 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -41582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41594.222656 Penalty: 2874.844727
	Iteration 8Q: 3 clusters Score -41594.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41609.355469 Penalty: 2874.844727
	Iteration 9Q: 3 clusters Score -41609.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41620.851562 Penalty: 2874.844727
	Iteration 10Q: 3 clusters Score -41620.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41651.054688 Penalty: 2874.844727
	Iteration 11Q: 3 clusters Score -41651.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41653.636719 Penalty: 2874.844727
	Iteration 12Q: 3 clusters Score -41653.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41653.636719 Penalty: 2874.844727
	Iteration 13F: 3 clusters Score -41653.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Entering Unmasked Estep 
Score: -1027773.937500 Penalty: 2119.979492
	Iteration 0F: 2 clusters Score -1027774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1023176.000000 Penalty: 4239.958984
	Iteration 0F: 3 clusters Score -1023176 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1024263.312500 Penalty: 4239.958984
	Iteration 1F: 3 clusters Score -1024263 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1024453.375000 Penalty: 4239.958984
	Iteration 2F: 3 clusters Score -1024453 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1024565.687500 Penalty: 4239.958984
	Iteration 3Q: 3 clusters Score -1024566 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1024638.312500 Penalty: 4239.958984
	Iteration 4Q: 3 clusters Score -1024638 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1024688.625000 Penalty: 4239.958984
	Iteration 5Q: 3 clusters Score -1024689 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1024722.937500 Penalty: 4239.958984
	Iteration 6Q: 3 clusters Score -1024723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1024747.187500 Penalty: 4239.958984
	Iteration 7Q: 3 clusters Score -1024747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1024767.562500 Penalty: 4239.958984
	Iteration 8Q: 3 clusters Score -1024768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1024785.625000 Penalty: 4239.958984
	Iteration 9Q: 3 clusters Score -1024786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1024801.562500 Penalty: 4239.958984
	Iteration 10Q: 3 clusters Score -1024802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1024813.750000 Penalty: 4239.958984
	Iteration 11Q: 3 clusters Score -1024814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1024823.687500 Penalty: 4239.958984
	Iteration 12Q: 3 clusters Score -1024824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1024834.062500 Penalty: 4239.958984
	Iteration 13Q: 3 clusters Score -1024834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1024841.375000 Penalty: 4239.958984
	Iteration 14Q: 3 clusters Score -1024841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1024847.812500 Penalty: 4239.958984
	Iteration 15Q: 3 clusters Score -1024848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1024849.500000 Penalty: 4239.958984
	Iteration 16Q: 3 clusters Score -1024850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1024853.312500 Penalty: 4239.958984
	Iteration 17Q: 3 clusters Score -1024853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1024855.500000 Penalty: 4239.958984
	Iteration 18Q: 3 clusters Score -1024856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1024863.437500 Penalty: 4239.958984
	Iteration 19Q: 3 clusters Score -1024863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1024866.812500 Penalty: 4239.958984
	Iteration 20F: 3 clusters Score -1024867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1024872.500000 Penalty: 4239.958984
	Iteration 21Q: 3 clusters Score -1024872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1024874.000000 Penalty: 4239.958984
	Iteration 22Q: 3 clusters Score -1024874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1024876.875000 Penalty: 4239.958984
	Iteration 23Q: 3 clusters Score -1024877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1024878.437500 Penalty: 4239.958984
	Iteration 24Q: 3 clusters Score -1024878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1024880.562500 Penalty: 4239.958984
	Iteration 25Q: 3 clusters Score -1024881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1024881.187500 Penalty: 4239.958984
	Iteration 26Q: 3 clusters Score -1024881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1024883.000000 Penalty: 4239.958984
	Iteration 27Q: 3 clusters Score -1024883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1024884.125000 Penalty: 4239.958984
	Iteration 28Q: 3 clusters Score -1024884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1024884.937500 Penalty: 4239.958984
	Iteration 29Q: 3 clusters Score -1024885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1024886.250000 Penalty: 4239.958984
	Iteration 30Q: 3 clusters Score -1024886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1024886.750000 Penalty: 4239.958984
	Iteration 31Q: 3 clusters Score -1024887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1024885.937500 Penalty: 4239.958984
	Iteration 32Q: 3 clusters Score -1024886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1024889.687500 Penalty: 4239.958984
	Iteration 33Q: 3 clusters Score -1024890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1024891.750000 Penalty: 4239.958984
	Iteration 34Q: 3 clusters Score -1024892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1024893.062500 Penalty: 4239.958984
	Iteration 35Q: 3 clusters Score -1024893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1024893.250000 Penalty: 4239.958984
	Iteration 36Q: 3 clusters Score -1024893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1024895.187500 Penalty: 4239.958984
	Iteration 37Q: 3 clusters Score -1024895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1024894.875000 Penalty: 4239.958984
	Iteration 38Q: 3 clusters Score -1024895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1024894.875000 Penalty: 4239.958984
	Iteration 39Q: 3 clusters Score -1024895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1024895.062500 Penalty: 4239.958984
	Iteration 40F: 3 clusters Score -1024895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Entering Unmasked Estep 
Score: -6468200.000000 Penalty: 2584.304688
	Iteration 0F: 2 clusters Score -6468200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -6446559.500000 Penalty: 5168.609375
	Iteration 0F: 3 clusters Score -6446560 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -6454779.000000 Penalty: 5168.609375
	Iteration 1F: 3 clusters Score -6454779 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -6455327.000000 Penalty: 5168.609375
	Iteration 2Q: 3 clusters Score -6455327 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -6455793.000000 Penalty: 5168.609375
	Iteration 3Q: 3 clusters Score -6455793 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -6456335.500000 Penalty: 5168.609375
	Iteration 4Q: 3 clusters Score -6456336 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -6457153.500000 Penalty: 5168.609375
	Iteration 5Q: 3 clusters Score -6457154 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -6458209.500000 Penalty: 5168.609375
	Iteration 6F: 3 clusters Score -6458210 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -6459813.000000 Penalty: 5168.609375
	Iteration 7F: 3 clusters Score -6459813 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -6461855.500000 Penalty: 5168.609375
	Iteration 8F: 3 clusters Score -6461856 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -6463696.500000 Penalty: 5168.609375
	Iteration 9F: 3 clusters Score -6463696 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -6464845.500000 Penalty: 5168.609375
	Iteration 10Q: 3 clusters Score -6464846 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -6465356.500000 Penalty: 5168.609375
	Iteration 11Q: 3 clusters Score -6465356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6465579.500000 Penalty: 5168.609375
	Iteration 12Q: 3 clusters Score -6465580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -6465719.000000 Penalty: 5168.609375
	Iteration 13Q: 3 clusters Score -6465719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -6465787.000000 Penalty: 5168.609375
	Iteration 14Q: 3 clusters Score -6465787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6465824.500000 Penalty: 5168.609375
	Iteration 15Q: 3 clusters Score -6465824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6465841.000000 Penalty: 5168.609375
	Iteration 16Q: 3 clusters Score -6465841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -6465863.000000 Penalty: 5168.609375
	Iteration 17Q: 3 clusters Score -6465863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -6465864.500000 Penalty: 5168.609375
	Iteration 18Q: 3 clusters Score -6465864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -6465880.500000 Penalty: 5168.609375
	Iteration 19Q: 3 clusters Score -6465880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -6465896.000000 Penalty: 5168.609375
	Iteration 20F: 3 clusters Score -6465896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -74517.164062 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -74517.16 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 216 members 
Entering Unmasked Estep 
Score: -73110.968750 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -73110.97 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -73341.296875 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -73341.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -73429.031250 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -73429.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -73472.679688 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -73472.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -73504.695312 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -73504.7 nChanged 4
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: -73514.234375 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -73514.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -73517.265625 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -73517.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -73518.484375 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -73518.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -73518.484375 Penalty: 3015.646973
	Iteration 8F: 3 clusters Score -73518.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -97961.507812 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -97961.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -96528.054688 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -96528.05 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96892.289062 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -96892.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97134.445312 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -97134.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97411.164062 Penalty: 3136.882080
	Iteration 3F: 3 clusters Score -97411.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97537.617188 Penalty: 3136.882080
	Iteration 4F: 3 clusters Score -97537.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97615.757812 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -97615.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97663.101562 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -97663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97680.093750 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -97680.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97680.093750 Penalty: 3136.882080
	Iteration 8F: 3 clusters Score -97680.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -518873.218750 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -518873.2 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 1359 members 
Entering Unmasked Estep 
Score: -515801.375000 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -515801.4 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -516641.593750 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -516641.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -517035.281250 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -517035.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -517253.906250 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -517253.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -517386.750000 Penalty: 3924.924805
	Iteration 4Q: 3 clusters Score -517386.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -517491.062500 Penalty: 3924.924805
	Iteration 5Q: 3 clusters Score -517491.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -517559.812500 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -517559.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -517618.093750 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -517618.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -517657.437500 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -517657.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -517688.187500 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -517688.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -517709.593750 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -517709.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -517734.812500 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -517734.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -517746.062500 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -517746.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -517757.062500 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -517757.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -517766.593750 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -517766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -517774.125000 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -517774.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -517779.125000 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -517779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -517784.343750 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -517784.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -517790.062500 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -517790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -517795.687500 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -517795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -517801.437500 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -517801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -517804.968750 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -517805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -517810.250000 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -517810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -517815.125000 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -517815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -517821.187500 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -517821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -517824.375000 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -517824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -517827.687500 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -517827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -517834.156250 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -517834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -517837.437500 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -517837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -517840.656250 Penalty: 3924.924805
	Iteration 29Q: 3 clusters Score -517840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -517841.656250 Penalty: 3924.924805
	Iteration 30Q: 3 clusters Score -517841.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -517841.656250 Penalty: 3924.924805
	Iteration 31F: 3 clusters Score -517841.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Entering Unmasked Estep 
Score: -3861062.250000 Penalty: 2434.021240
	Iteration 0F: 2 clusters Score -3861062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3849424.250000 Penalty: 4868.042480
	Iteration 0F: 3 clusters Score -3849424 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3853770.250000 Penalty: 4868.042480
	Iteration 1F: 3 clusters Score -3853770 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3854187.500000 Penalty: 4868.042480
	Iteration 2F: 3 clusters Score -3854188 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3854534.750000 Penalty: 4868.042480
	Iteration 3F: 3 clusters Score -3854535 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3854839.500000 Penalty: 4868.042480
	Iteration 4Q: 3 clusters Score -3854840 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3855234.000000 Penalty: 4868.042480
	Iteration 5Q: 3 clusters Score -3855234 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3855666.500000 Penalty: 4868.042480
	Iteration 6Q: 3 clusters Score -3855666 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3855948.000000 Penalty: 4868.042480
	Iteration 7F: 3 clusters Score -3855948 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3856650.250000 Penalty: 4868.042480
	Iteration 8F: 3 clusters Score -3856650 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3857358.500000 Penalty: 4868.042480
	Iteration 9F: 3 clusters Score -3857358 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3857817.500000 Penalty: 4868.042480
	Iteration 10F: 3 clusters Score -3857818 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3858209.500000 Penalty: 4868.042480
	Iteration 11Q: 3 clusters Score -3858210 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3858484.000000 Penalty: 4868.042480
	Iteration 12Q: 3 clusters Score -3858484 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3858667.250000 Penalty: 4868.042480
	Iteration 13Q: 3 clusters Score -3858667 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3858792.000000 Penalty: 4868.042480
	Iteration 14Q: 3 clusters Score -3858792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3858859.750000 Penalty: 4868.042480
	Iteration 15Q: 3 clusters Score -3858860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3858914.250000 Penalty: 4868.042480
	Iteration 16Q: 3 clusters Score -3858914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3858955.250000 Penalty: 4868.042480
	Iteration 17Q: 3 clusters Score -3858955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3858981.500000 Penalty: 4868.042480
	Iteration 18Q: 3 clusters Score -3858982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3858983.750000 Penalty: 4868.042480
	Iteration 19Q: 3 clusters Score -3858984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3858995.250000 Penalty: 4868.042480
	Iteration 20F: 3 clusters Score -3858995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3859000.000000 Penalty: 4868.042480
	Iteration 21Q: 3 clusters Score -3859000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3859004.000000 Penalty: 4868.042480
	Iteration 22Q: 3 clusters Score -3859004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3859001.750000 Penalty: 4868.042480
	Iteration 23Q: 3 clusters Score -3859002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3859005.750000 Penalty: 4868.042480
	Iteration 24Q: 3 clusters Score -3859006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3859001.750000 Penalty: 4868.042480
	Iteration 25Q: 3 clusters Score -3859002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3859001.750000 Penalty: 4868.042480
	Iteration 26F: 3 clusters Score -3859002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Entering Unmasked Estep 
Score: -5831087.500000 Penalty: 2557.708984
	Iteration 0F: 2 clusters Score -5831088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -5811173.500000 Penalty: 5115.417969
	Iteration 0F: 3 clusters Score -5811174 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -5818317.000000 Penalty: 5115.417969
	Iteration 1F: 3 clusters Score -5818317 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -5818749.000000 Penalty: 5115.417969
	Iteration 2Q: 3 clusters Score -5818749 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -5819095.000000 Penalty: 5115.417969
	Iteration 3Q: 3 clusters Score -5819095 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -5819436.500000 Penalty: 5115.417969
	Iteration 4Q: 3 clusters Score -5819436 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -5819896.500000 Penalty: 5115.417969
	Iteration 5Q: 3 clusters Score -5819896 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -5820581.000000 Penalty: 5115.417969
	Iteration 6Q: 3 clusters Score -5820581 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5821639.000000 Penalty: 5115.417969
	Iteration 7F: 3 clusters Score -5821639 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -5823178.500000 Penalty: 5115.417969
	Iteration 8F: 3 clusters Score -5823178 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -5824902.500000 Penalty: 5115.417969
	Iteration 9F: 3 clusters Score -5824902 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -5826475.000000 Penalty: 5115.417969
	Iteration 10F: 3 clusters Score -5826475 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -5827545.500000 Penalty: 5115.417969
	Iteration 11Q: 3 clusters Score -5827546 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -5828199.500000 Penalty: 5115.417969
	Iteration 12Q: 3 clusters Score -5828200 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -5828565.500000 Penalty: 5115.417969
	Iteration 13Q: 3 clusters Score -5828566 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5828744.000000 Penalty: 5115.417969
	Iteration 14Q: 3 clusters Score -5828744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5828807.000000 Penalty: 5115.417969
	Iteration 15Q: 3 clusters Score -5828807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -5828845.500000 Penalty: 5115.417969
	Iteration 16Q: 3 clusters Score -5828846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5828862.500000 Penalty: 5115.417969
	Iteration 17Q: 3 clusters Score -5828862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -5828865.000000 Penalty: 5115.417969
	Iteration 18Q: 3 clusters Score -5828865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5828869.000000 Penalty: 5115.417969
	Iteration 19Q: 3 clusters Score -5828869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -5828870.000000 Penalty: 5115.417969
	Iteration 20F: 3 clusters Score -5828870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Entering Unmasked Estep 
Score: -6075699.500000 Penalty: 2566.307129
	Iteration 0F: 2 clusters Score -6075700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -6055752.500000 Penalty: 5132.614258
	Iteration 0F: 3 clusters Score -6055752 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -6063631.000000 Penalty: 5132.614258
	Iteration 1F: 3 clusters Score -6063631 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -6064029.500000 Penalty: 5132.614258
	Iteration 2Q: 3 clusters Score -6064030 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -6064350.000000 Penalty: 5132.614258
	Iteration 3Q: 3 clusters Score -6064350 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -6064729.000000 Penalty: 5132.614258
	Iteration 4Q: 3 clusters Score -6064729 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -6065072.000000 Penalty: 5132.614258
	Iteration 5Q: 3 clusters Score -6065072 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -6065530.000000 Penalty: 5132.614258
	Iteration 6Q: 3 clusters Score -6065530 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -6066073.000000 Penalty: 5132.614258
	Iteration 7Q: 3 clusters Score -6066073 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -6066833.000000 Penalty: 5132.614258
	Iteration 8F: 3 clusters Score -6066833 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -6067939.000000 Penalty: 5132.614258
	Iteration 9F: 3 clusters Score -6067939 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -6069224.000000 Penalty: 5132.614258
	Iteration 10F: 3 clusters Score -6069224 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -6070594.500000 Penalty: 5132.614258
	Iteration 11F: 3 clusters Score -6070594 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -6071706.000000 Penalty: 5132.614258
	Iteration 12F: 3 clusters Score -6071706 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -6072408.000000 Penalty: 5132.614258
	Iteration 13Q: 3 clusters Score -6072408 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -6072824.000000 Penalty: 5132.614258
	Iteration 14Q: 3 clusters Score -6072824 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -6073086.500000 Penalty: 5132.614258
	Iteration 15Q: 3 clusters Score -6073086 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -6073247.000000 Penalty: 5132.614258
	Iteration 16Q: 3 clusters Score -6073247 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -6073335.000000 Penalty: 5132.614258
	Iteration 17Q: 3 clusters Score -6073335 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -6073427.000000 Penalty: 5132.614258
	Iteration 18Q: 3 clusters Score -6073427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -6073477.500000 Penalty: 5132.614258
	Iteration 19Q: 3 clusters Score -6073478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -6073509.000000 Penalty: 5132.614258
	Iteration 20F: 3 clusters Score -6073509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -6073532.500000 Penalty: 5132.614258
	Iteration 21Q: 3 clusters Score -6073532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -6073537.500000 Penalty: 5132.614258
	Iteration 22Q: 3 clusters Score -6073538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -6073542.000000 Penalty: 5132.614258
	Iteration 23Q: 3 clusters Score -6073542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -6073544.500000 Penalty: 5132.614258
	Iteration 24Q: 3 clusters Score -6073544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6073547.500000 Penalty: 5132.614258
	Iteration 25Q: 3 clusters Score -6073548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6073547.500000 Penalty: 5132.614258
	Iteration 26F: 3 clusters Score -6073548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -1189695.375000 Penalty: 2175.376953
	Iteration 0F: 2 clusters Score -1189695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1184284.875000 Penalty: 4350.753906
	Iteration 0F: 3 clusters Score -1184285 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1185625.875000 Penalty: 4350.753906
	Iteration 1F: 3 clusters Score -1185626 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1185897.875000 Penalty: 4350.753906
	Iteration 2F: 3 clusters Score -1185898 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1186092.750000 Penalty: 4350.753906
	Iteration 3F: 3 clusters Score -1186093 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1186241.875000 Penalty: 4350.753906
	Iteration 4Q: 3 clusters Score -1186242 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1186368.750000 Penalty: 4350.753906
	Iteration 5Q: 3 clusters Score -1186369 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1186477.875000 Penalty: 4350.753906
	Iteration 6Q: 3 clusters Score -1186478 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1186581.750000 Penalty: 4350.753906
	Iteration 7Q: 3 clusters Score -1186582 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1186679.875000 Penalty: 4350.753906
	Iteration 8Q: 3 clusters Score -1186680 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1186756.125000 Penalty: 4350.753906
	Iteration 9Q: 3 clusters Score -1186756 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1186819.250000 Penalty: 4350.753906
	Iteration 10Q: 3 clusters Score -1186819 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1186867.375000 Penalty: 4350.753906
	Iteration 11Q: 3 clusters Score -1186867 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1186925.750000 Penalty: 4350.753906
	Iteration 12Q: 3 clusters Score -1186926 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1186979.250000 Penalty: 4350.753906
	Iteration 13Q: 3 clusters Score -1186979 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1187033.125000 Penalty: 4350.753906
	Iteration 14Q: 3 clusters Score -1187033 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1187082.500000 Penalty: 4350.753906
	Iteration 15Q: 3 clusters Score -1187082 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1187135.875000 Penalty: 4350.753906
	Iteration 16Q: 3 clusters Score -1187136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1187180.750000 Penalty: 4350.753906
	Iteration 17Q: 3 clusters Score -1187181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1187215.375000 Penalty: 4350.753906
	Iteration 18Q: 3 clusters Score -1187215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1187245.000000 Penalty: 4350.753906
	Iteration 19Q: 3 clusters Score -1187245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1187267.000000 Penalty: 4350.753906
	Iteration 20F: 3 clusters Score -1187267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1187290.875000 Penalty: 4350.753906
	Iteration 21Q: 3 clusters Score -1187291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1187304.625000 Penalty: 4350.753906
	Iteration 22Q: 3 clusters Score -1187305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1187323.750000 Penalty: 4350.753906
	Iteration 23Q: 3 clusters Score -1187324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1187345.125000 Penalty: 4350.753906
	Iteration 24Q: 3 clusters Score -1187345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1187360.500000 Penalty: 4350.753906
	Iteration 25Q: 3 clusters Score -1187360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1187372.250000 Penalty: 4350.753906
	Iteration 26Q: 3 clusters Score -1187372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1187386.750000 Penalty: 4350.753906
	Iteration 27Q: 3 clusters Score -1187387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1187400.500000 Penalty: 4350.753906
	Iteration 28Q: 3 clusters Score -1187400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1187420.750000 Penalty: 4350.753906
	Iteration 29Q: 3 clusters Score -1187421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1187428.625000 Penalty: 4350.753906
	Iteration 30Q: 3 clusters Score -1187429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1187437.750000 Penalty: 4350.753906
	Iteration 31Q: 3 clusters Score -1187438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1187444.000000 Penalty: 4350.753906
	Iteration 32Q: 3 clusters Score -1187444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1187452.500000 Penalty: 4350.753906
	Iteration 33Q: 3 clusters Score -1187452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1187461.625000 Penalty: 4350.753906
	Iteration 34Q: 3 clusters Score -1187462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1187467.125000 Penalty: 4350.753906
	Iteration 35Q: 3 clusters Score -1187467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1187471.250000 Penalty: 4350.753906
	Iteration 36Q: 3 clusters Score -1187471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1187477.000000 Penalty: 4350.753906
	Iteration 37Q: 3 clusters Score -1187477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1187479.250000 Penalty: 4350.753906
	Iteration 38Q: 3 clusters Score -1187479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1187483.500000 Penalty: 4350.753906
	Iteration 39Q: 3 clusters Score -1187484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1187485.000000 Penalty: 4350.753906
	Iteration 40F: 3 clusters Score -1187485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1187485.000000 Penalty: 4350.753906
	Iteration 41Q: 3 clusters Score -1187485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1187487.625000 Penalty: 4350.753906
	Iteration 42Q: 3 clusters Score -1187488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1187486.750000 Penalty: 4350.753906
	Iteration 43Q: 3 clusters Score -1187487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1187489.125000 Penalty: 4350.753906
	Iteration 44Q: 3 clusters Score -1187489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1187489.500000 Penalty: 4350.753906
	Iteration 45Q: 3 clusters Score -1187490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1187488.750000 Penalty: 4350.753906
	Iteration 46Q: 3 clusters Score -1187489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1187488.750000 Penalty: 4350.753906
	Iteration 47Q: 3 clusters Score -1187489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1187490.000000 Penalty: 4350.753906
	Iteration 48Q: 3 clusters Score -1187490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1187488.750000 Penalty: 4350.753906
	Iteration 49Q: 3 clusters Score -1187489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1187491.625000 Penalty: 4350.753906
	Iteration 50Q: 3 clusters Score -1187492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1187490.375000 Penalty: 4350.753906
	Iteration 51Q: 3 clusters Score -1187490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1187490.625000 Penalty: 4350.753906
	Iteration 52Q: 3 clusters Score -1187491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1187492.625000 Penalty: 4350.753906
	Iteration 53Q: 3 clusters Score -1187493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1187490.500000 Penalty: 4350.753906
	Iteration 54Q: 3 clusters Score -1187490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1187491.125000 Penalty: 4350.753906
	Iteration 55Q: 3 clusters Score -1187491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1187494.125000 Penalty: 4350.753906
	Iteration 56Q: 3 clusters Score -1187494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1187496.250000 Penalty: 4350.753906
	Iteration 57Q: 3 clusters Score -1187496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1187497.500000 Penalty: 4350.753906
	Iteration 58Q: 3 clusters Score -1187498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1187497.500000 Penalty: 4350.753906
	Iteration 59F: 3 clusters Score -1187498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -22213.050781 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -22213.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20953.384766 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -20953.38 nChanged 79
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: -21315.255859 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -21315.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21543.708984 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -21543.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21672.382812 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -21672.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21762.154297 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -21762.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21783.802734 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -21783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21812.353516 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -21812.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21843.220703 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -21843.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21876.250000 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -21876.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21932.308594 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -21932.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21953.832031 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -21953.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22006.365234 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -22006.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22023.414062 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -22023.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22026.298828 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -22026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22028.837891 Penalty: 2933.097656
	Iteration 14F: 3 clusters Score -22028.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22045.933594 Penalty: 2933.097656
	Iteration 15Q: 3 clusters Score -22045.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22045.933594 Penalty: 2933.097656
	Iteration 16F: 3 clusters Score -22045.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Entering Unmasked Estep 
Score: -3116185.750000 Penalty: 2393.666260
	Iteration 0F: 2 clusters Score -3116186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3105228.000000 Penalty: 4787.332520
	Iteration 0F: 3 clusters Score -3105228 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3108796.250000 Penalty: 4787.332520
	Iteration 1F: 3 clusters Score -3108796 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3109187.500000 Penalty: 4787.332520
	Iteration 2F: 3 clusters Score -3109188 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3109515.500000 Penalty: 4787.332520
	Iteration 3Q: 3 clusters Score -3109516 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3109770.000000 Penalty: 4787.332520
	Iteration 4Q: 3 clusters Score -3109770 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3110010.250000 Penalty: 4787.332520
	Iteration 5Q: 3 clusters Score -3110010 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -3110268.500000 Penalty: 4787.332520
	Iteration 6Q: 3 clusters Score -3110268 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3110556.750000 Penalty: 4787.332520
	Iteration 7Q: 3 clusters Score -3110557 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3110912.750000 Penalty: 4787.332520
	Iteration 8Q: 3 clusters Score -3110913 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3111335.000000 Penalty: 4787.332520
	Iteration 9Q: 3 clusters Score -3111335 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3111787.750000 Penalty: 4787.332520
	Iteration 10Q: 3 clusters Score -3111788 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3112270.250000 Penalty: 4787.332520
	Iteration 11Q: 3 clusters Score -3112270 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3112764.750000 Penalty: 4787.332520
	Iteration 12Q: 3 clusters Score -3112765 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3113243.750000 Penalty: 4787.332520
	Iteration 13Q: 3 clusters Score -3113244 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3113584.250000 Penalty: 4787.332520
	Iteration 14Q: 3 clusters Score -3113584 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3113800.000000 Penalty: 4787.332520
	Iteration 15Q: 3 clusters Score -3113800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3113921.000000 Penalty: 4787.332520
	Iteration 16Q: 3 clusters Score -3113921 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3113995.000000 Penalty: 4787.332520
	Iteration 17Q: 3 clusters Score -3113995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3114072.500000 Penalty: 4787.332520
	Iteration 18Q: 3 clusters Score -3114072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3114121.500000 Penalty: 4787.332520
	Iteration 19Q: 3 clusters Score -3114122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3114156.750000 Penalty: 4787.332520
	Iteration 20F: 3 clusters Score -3114157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3114181.250000 Penalty: 4787.332520
	Iteration 21Q: 3 clusters Score -3114181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3114194.000000 Penalty: 4787.332520
	Iteration 22Q: 3 clusters Score -3114194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3114205.750000 Penalty: 4787.332520
	Iteration 23Q: 3 clusters Score -3114206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3114218.250000 Penalty: 4787.332520
	Iteration 24Q: 3 clusters Score -3114218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3114223.500000 Penalty: 4787.332520
	Iteration 25Q: 3 clusters Score -3114224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3114223.750000 Penalty: 4787.332520
	Iteration 26Q: 3 clusters Score -3114224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3114224.750000 Penalty: 4787.332520
	Iteration 27Q: 3 clusters Score -3114225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3114243.750000 Penalty: 4787.332520
	Iteration 28Q: 3 clusters Score -3114244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3114246.500000 Penalty: 4787.332520
	Iteration 29Q: 3 clusters Score -3114246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3114251.750000 Penalty: 4787.332520
	Iteration 30Q: 3 clusters Score -3114252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3114254.500000 Penalty: 4787.332520
	Iteration 31Q: 3 clusters Score -3114254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3114255.500000 Penalty: 4787.332520
	Iteration 32Q: 3 clusters Score -3114256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3114257.500000 Penalty: 4787.332520
	Iteration 33Q: 3 clusters Score -3114258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3114258.500000 Penalty: 4787.332520
	Iteration 34Q: 3 clusters Score -3114258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3114258.500000 Penalty: 4787.332520
	Iteration 35F: 3 clusters Score -3114258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -154336.687500 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -154336.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -152513.796875 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -152513.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -152842.937500 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -152842.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -152967.828125 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -152967.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -153041.703125 Penalty: 3356.031006
	Iteration 3Q: 3 clusters Score -153041.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -153081.234375 Penalty: 3356.031006
	Iteration 4Q: 3 clusters Score -153081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -153096.359375 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -153096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -153103.250000 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -153103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153106.625000 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -153106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -153115.375000 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -153115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -153126.843750 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -153126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153138.156250 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -153138.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -153149.562500 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -153149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153150.468750 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -153150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153150.468750 Penalty: 3356.031006
	Iteration 13F: 3 clusters Score -153150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Entering Unmasked Estep 
Score: -1396938.250000 Penalty: 2194.608398
	Iteration 0F: 2 clusters Score -1396938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1391153.250000 Penalty: 4389.216797
	Iteration 0F: 3 clusters Score -1391153 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1392636.625000 Penalty: 4389.216797
	Iteration 1F: 3 clusters Score -1392637 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1392877.250000 Penalty: 4389.216797
	Iteration 2F: 3 clusters Score -1392877 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1393039.375000 Penalty: 4389.216797
	Iteration 3F: 3 clusters Score -1393039 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1393133.875000 Penalty: 4389.216797
	Iteration 4Q: 3 clusters Score -1393134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1393204.000000 Penalty: 4389.216797
	Iteration 5Q: 3 clusters Score -1393204 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1393270.000000 Penalty: 4389.216797
	Iteration 6Q: 3 clusters Score -1393270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1393314.875000 Penalty: 4389.216797
	Iteration 7Q: 3 clusters Score -1393315 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1393356.500000 Penalty: 4389.216797
	Iteration 8Q: 3 clusters Score -1393356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1393403.875000 Penalty: 4389.216797
	Iteration 9Q: 3 clusters Score -1393404 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1393453.875000 Penalty: 4389.216797
	Iteration 10Q: 3 clusters Score -1393454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1393505.500000 Penalty: 4389.216797
	Iteration 11Q: 3 clusters Score -1393506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1393542.750000 Penalty: 4389.216797
	Iteration 12Q: 3 clusters Score -1393543 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1393586.000000 Penalty: 4389.216797
	Iteration 13Q: 3 clusters Score -1393586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1393621.250000 Penalty: 4389.216797
	Iteration 14Q: 3 clusters Score -1393621 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1393654.875000 Penalty: 4389.216797
	Iteration 15Q: 3 clusters Score -1393655 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1393693.875000 Penalty: 4389.216797
	Iteration 16Q: 3 clusters Score -1393694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1393729.750000 Penalty: 4389.216797
	Iteration 17Q: 3 clusters Score -1393730 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1393780.125000 Penalty: 4389.216797
	Iteration 18Q: 3 clusters Score -1393780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1393837.625000 Penalty: 4389.216797
	Iteration 19Q: 3 clusters Score -1393838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1393902.625000 Penalty: 4389.216797
	Iteration 20F: 3 clusters Score -1393903 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1393961.250000 Penalty: 4389.216797
	Iteration 21Q: 3 clusters Score -1393961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1394029.125000 Penalty: 4389.216797
	Iteration 22Q: 3 clusters Score -1394029 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1394085.250000 Penalty: 4389.216797
	Iteration 23Q: 3 clusters Score -1394085 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1394154.625000 Penalty: 4389.216797
	Iteration 24Q: 3 clusters Score -1394155 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1394248.500000 Penalty: 4389.216797
	Iteration 25Q: 3 clusters Score -1394248 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1394345.625000 Penalty: 4389.216797
	Iteration 26Q: 3 clusters Score -1394346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1394420.375000 Penalty: 4389.216797
	Iteration 27Q: 3 clusters Score -1394420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1394489.625000 Penalty: 4389.216797
	Iteration 28Q: 3 clusters Score -1394490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1394546.625000 Penalty: 4389.216797
	Iteration 29Q: 3 clusters Score -1394547 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1394597.500000 Penalty: 4389.216797
	Iteration 30Q: 3 clusters Score -1394598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1394644.375000 Penalty: 4389.216797
	Iteration 31Q: 3 clusters Score -1394644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1394689.500000 Penalty: 4389.216797
	Iteration 32Q: 3 clusters Score -1394690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1394725.125000 Penalty: 4389.216797
	Iteration 33Q: 3 clusters Score -1394725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1394766.625000 Penalty: 4389.216797
	Iteration 34Q: 3 clusters Score -1394767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1394802.125000 Penalty: 4389.216797
	Iteration 35Q: 3 clusters Score -1394802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1394836.250000 Penalty: 4389.216797
	Iteration 36Q: 3 clusters Score -1394836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1394871.375000 Penalty: 4389.216797
	Iteration 37Q: 3 clusters Score -1394871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1394890.500000 Penalty: 4389.216797
	Iteration 38Q: 3 clusters Score -1394890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1394909.875000 Penalty: 4389.216797
	Iteration 39Q: 3 clusters Score -1394910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1394914.000000 Penalty: 4389.216797
	Iteration 40F: 3 clusters Score -1394914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1394921.250000 Penalty: 4389.216797
	Iteration 41Q: 3 clusters Score -1394921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1394921.375000 Penalty: 4389.216797
	Iteration 42Q: 3 clusters Score -1394921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1394922.000000 Penalty: 4389.216797
	Iteration 43Q: 3 clusters Score -1394922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1394928.000000 Penalty: 4389.216797
	Iteration 44Q: 3 clusters Score -1394928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1394925.875000 Penalty: 4389.216797
	Iteration 45Q: 3 clusters Score -1394926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1394926.500000 Penalty: 4389.216797
	Iteration 46Q: 3 clusters Score -1394926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1394927.375000 Penalty: 4389.216797
	Iteration 47Q: 3 clusters Score -1394927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1394933.125000 Penalty: 4389.216797
	Iteration 48Q: 3 clusters Score -1394933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1394936.625000 Penalty: 4389.216797
	Iteration 49Q: 3 clusters Score -1394937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1394938.125000 Penalty: 4389.216797
	Iteration 50Q: 3 clusters Score -1394938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1394939.625000 Penalty: 4389.216797
	Iteration 51Q: 3 clusters Score -1394940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1394939.625000 Penalty: 4389.216797
	Iteration 52F: 3 clusters Score -1394940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67288.984375 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -67288.98 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 208 members 
Entering Unmasked Estep 
Score: -65911.101562 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -65911.1 nChanged 57
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: -66052.093750 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -66052.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66080.789062 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -66080.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66090.140625 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -66090.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66090.140625 Penalty: 2957.935303
	Iteration 4F: 3 clusters Score -66090.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -264712.187500 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -264712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -262453.343750 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -262453.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -263069.843750 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -263069.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -263380.062500 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -263380.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -263664.875000 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -263664.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -263895.968750 Penalty: 3632.947021
	Iteration 4F: 3 clusters Score -263896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -264063.062500 Penalty: 3632.947021
	Iteration 5Q: 3 clusters Score -264063.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -264149.656250 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -264149.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -264214.875000 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -264214.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -264265.781250 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -264265.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -264320.718750 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -264320.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -264366.562500 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -264366.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -264408.218750 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -264408.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -264441.718750 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -264441.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -264473.656250 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -264473.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -264505.218750 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -264505.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -264535.656250 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -264535.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -264560.031250 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -264560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -264570.906250 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -264570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -264573.437500 Penalty: 3632.947021
	Iteration 18Q: 3 clusters Score -264573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -264575.312500 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -264575.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -264583.500000 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -264583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -264586.593750 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -264586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -264589.343750 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -264589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264591.968750 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -264592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264591.968750 Penalty: 3632.947021
	Iteration 24F: 3 clusters Score -264592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 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 249 members 
Entering Unmasked Estep 
Score: -78398.250000 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78398.25 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78742.187500 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78742.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78972.062500 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -78972.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79110.570312 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -79110.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79181.187500 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -79181.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79194.703125 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -79194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79214.312500 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -79214.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79214.312500 Penalty: 3099.987793
	Iteration 7F: 3 clusters Score -79214.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -957521.875000 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -957521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -952957.687500 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -952957.7 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -954079.875000 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -954079.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -954285.687500 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -954285.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -954400.312500 Penalty: 4231.521484
	Iteration 3Q: 3 clusters Score -954400.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -954477.375000 Penalty: 4231.521484
	Iteration 4Q: 3 clusters Score -954477.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -954536.187500 Penalty: 4231.521484
	Iteration 5Q: 3 clusters Score -954536.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -954592.125000 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -954592.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -954654.062500 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -954654.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -954707.750000 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -954707.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -954764.250000 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -954764.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -954840.875000 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -954840.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -954916.437500 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -954916.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -954998.625000 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -954998.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -955079.625000 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -955079.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -955156.500000 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -955156.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -955230.062500 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -955230.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -955292.875000 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -955292.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -955344.437500 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -955344.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -955380.437500 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -955380.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -955420.750000 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -955420.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -955450.562500 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -955450.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -955473.875000 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -955473.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -955490.937500 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -955490.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -955502.875000 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -955502.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -955515.812500 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -955515.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -955531.187500 Penalty: 4231.521484
	Iteration 25Q: 3 clusters Score -955531.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -955541.250000 Penalty: 4231.521484
	Iteration 26Q: 3 clusters Score -955541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -955548.375000 Penalty: 4231.521484
	Iteration 27Q: 3 clusters Score -955548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -955555.562500 Penalty: 4231.521484
	Iteration 28Q: 3 clusters Score -955555.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -955565.687500 Penalty: 4231.521484
	Iteration 29Q: 3 clusters Score -955565.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -955572.375000 Penalty: 4231.521484
	Iteration 30Q: 3 clusters Score -955572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -955577.125000 Penalty: 4231.521484
	Iteration 31Q: 3 clusters Score -955577.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -955579.437500 Penalty: 4231.521484
	Iteration 32Q: 3 clusters Score -955579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -955586.562500 Penalty: 4231.521484
	Iteration 33Q: 3 clusters Score -955586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -955591.375000 Penalty: 4231.521484
	Iteration 34Q: 3 clusters Score -955591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -955592.250000 Penalty: 4231.521484
	Iteration 35Q: 3 clusters Score -955592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -955595.875000 Penalty: 4231.521484
	Iteration 36Q: 3 clusters Score -955595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -955599.812500 Penalty: 4231.521484
	Iteration 37Q: 3 clusters Score -955599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -955604.437500 Penalty: 4231.521484
	Iteration 38Q: 3 clusters Score -955604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -955610.500000 Penalty: 4231.521484
	Iteration 39Q: 3 clusters Score -955610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -955611.562500 Penalty: 4231.521484
	Iteration 40F: 3 clusters Score -955611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -955614.125000 Penalty: 4231.521484
	Iteration 41Q: 3 clusters Score -955614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -955621.000000 Penalty: 4231.521484
	Iteration 42Q: 3 clusters Score -955621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -955627.375000 Penalty: 4231.521484
	Iteration 43Q: 3 clusters Score -955627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -955629.187500 Penalty: 4231.521484
	Iteration 44Q: 3 clusters Score -955629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -955632.437500 Penalty: 4231.521484
	Iteration 45Q: 3 clusters Score -955632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -955638.375000 Penalty: 4231.521484
	Iteration 46Q: 3 clusters Score -955638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -955642.250000 Penalty: 4231.521484
	Iteration 47Q: 3 clusters Score -955642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -955647.125000 Penalty: 4231.521484
	Iteration 48Q: 3 clusters Score -955647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -955647.000000 Penalty: 4231.521484
	Iteration 49Q: 3 clusters Score -955647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -955649.875000 Penalty: 4231.521484
	Iteration 50Q: 3 clusters Score -955649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -955649.875000 Penalty: 4231.521484
	Iteration 51F: 3 clusters Score -955649.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Entering Unmasked Estep 
Score: -5477170.000000 Penalty: 2545.227539
	Iteration 0F: 2 clusters Score -5477170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -5457700.500000 Penalty: 5090.455078
	Iteration 0F: 3 clusters Score -5457700 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -5464701.500000 Penalty: 5090.455078
	Iteration 1F: 3 clusters Score -5464702 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5465187.500000 Penalty: 5090.455078
	Iteration 2Q: 3 clusters Score -5465188 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -5465698.500000 Penalty: 5090.455078
	Iteration 3Q: 3 clusters Score -5465698 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -5466394.500000 Penalty: 5090.455078
	Iteration 4Q: 3 clusters Score -5466394 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -5467361.000000 Penalty: 5090.455078
	Iteration 5F: 3 clusters Score -5467361 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5468784.500000 Penalty: 5090.455078
	Iteration 6F: 3 clusters Score -5468784 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -5470591.500000 Penalty: 5090.455078
	Iteration 7F: 3 clusters Score -5470592 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5472477.500000 Penalty: 5090.455078
	Iteration 8F: 3 clusters Score -5472478 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5473788.500000 Penalty: 5090.455078
	Iteration 9Q: 3 clusters Score -5473788 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5474444.500000 Penalty: 5090.455078
	Iteration 10Q: 3 clusters Score -5474444 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5474714.500000 Penalty: 5090.455078
	Iteration 11Q: 3 clusters Score -5474714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5474828.500000 Penalty: 5090.455078
	Iteration 12Q: 3 clusters Score -5474828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5474866.000000 Penalty: 5090.455078
	Iteration 13Q: 3 clusters Score -5474866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5474897.000000 Penalty: 5090.455078
	Iteration 14Q: 3 clusters Score -5474897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5474913.000000 Penalty: 5090.455078
	Iteration 15Q: 3 clusters Score -5474913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5474933.000000 Penalty: 5090.455078
	Iteration 16Q: 3 clusters Score -5474933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5474936.000000 Penalty: 5090.455078
	Iteration 17Q: 3 clusters Score -5474936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5474936.000000 Penalty: 5090.455078
	Iteration 18Q: 3 clusters Score -5474936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5474940.500000 Penalty: 5090.455078
	Iteration 19Q: 3 clusters Score -5474940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5474946.000000 Penalty: 5090.455078
	Iteration 20F: 3 clusters Score -5474946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -232965.078125 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -232965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -230911.796875 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -230911.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -231293.343750 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -231293.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -231398.046875 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -231398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -231459.046875 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -231459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -231492.031250 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -231492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -231514.437500 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -231514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -231527.656250 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -231527.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -231530.515625 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -231530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -231537.046875 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -231537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -231542.046875 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -231542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -231546.875000 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -231546.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -231555.312500 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -231555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -231557.562500 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -231557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -231563.843750 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -231563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -231571.484375 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -231571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -231573.906250 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -231573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -231573.906250 Penalty: 3510.020264
	Iteration 16F: 3 clusters Score -231573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -115389.679688 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -115389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -113813.210938 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -113813.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -113999.742188 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -113999.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -114049.968750 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -114050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -114061.578125 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -114061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -114065.070312 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -114065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -114066.312500 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -114066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -114066.312500 Penalty: 3143.065674
	Iteration 6F: 3 clusters Score -114066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Entering Unmasked Estep 
Score: -3658336.750000 Penalty: 2421.499512
	Iteration 0F: 2 clusters Score -3658337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3646909.250000 Penalty: 4842.999023
	Iteration 0F: 3 clusters Score -3646909 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3651056.250000 Penalty: 4842.999023
	Iteration 1F: 3 clusters Score -3651056 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3651431.250000 Penalty: 4842.999023
	Iteration 2F: 3 clusters Score -3651431 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3651763.000000 Penalty: 4842.999023
	Iteration 3Q: 3 clusters Score -3651763 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3652088.000000 Penalty: 4842.999023
	Iteration 4Q: 3 clusters Score -3652088 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3652516.500000 Penalty: 4842.999023
	Iteration 5Q: 3 clusters Score -3652516 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3653058.250000 Penalty: 4842.999023
	Iteration 6Q: 3 clusters Score -3653058 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3653753.500000 Penalty: 4842.999023
	Iteration 7F: 3 clusters Score -3653754 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3654426.250000 Penalty: 4842.999023
	Iteration 8F: 3 clusters Score -3654426 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3655009.250000 Penalty: 4842.999023
	Iteration 9F: 3 clusters Score -3655009 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3655442.000000 Penalty: 4842.999023
	Iteration 10Q: 3 clusters Score -3655442 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3655737.500000 Penalty: 4842.999023
	Iteration 11Q: 3 clusters Score -3655738 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3655923.500000 Penalty: 4842.999023
	Iteration 12Q: 3 clusters Score -3655924 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3656047.000000 Penalty: 4842.999023
	Iteration 13Q: 3 clusters Score -3656047 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3656132.000000 Penalty: 4842.999023
	Iteration 14Q: 3 clusters Score -3656132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3656187.750000 Penalty: 4842.999023
	Iteration 15Q: 3 clusters Score -3656188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3656205.750000 Penalty: 4842.999023
	Iteration 16Q: 3 clusters Score -3656206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3656250.500000 Penalty: 4842.999023
	Iteration 17Q: 3 clusters Score -3656250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3656277.000000 Penalty: 4842.999023
	Iteration 18Q: 3 clusters Score -3656277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3656304.000000 Penalty: 4842.999023
	Iteration 19Q: 3 clusters Score -3656304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3656321.250000 Penalty: 4842.999023
	Iteration 20F: 3 clusters Score -3656321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3656335.750000 Penalty: 4842.999023
	Iteration 21Q: 3 clusters Score -3656336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3656348.750000 Penalty: 4842.999023
	Iteration 22Q: 3 clusters Score -3656349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3656350.750000 Penalty: 4842.999023
	Iteration 23Q: 3 clusters Score -3656351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3656358.000000 Penalty: 4842.999023
	Iteration 24Q: 3 clusters Score -3656358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3656364.250000 Penalty: 4842.999023
	Iteration 25Q: 3 clusters Score -3656364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3656365.000000 Penalty: 4842.999023
	Iteration 26Q: 3 clusters Score -3656365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3656366.000000 Penalty: 4842.999023
	Iteration 27Q: 3 clusters Score -3656366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3656375.250000 Penalty: 4842.999023
	Iteration 28Q: 3 clusters Score -3656375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3656379.750000 Penalty: 4842.999023
	Iteration 29Q: 3 clusters Score -3656380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3656377.000000 Penalty: 4842.999023
	Iteration 30Q: 3 clusters Score -3656377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3656384.500000 Penalty: 4842.999023
	Iteration 31Q: 3 clusters Score -3656384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3656389.500000 Penalty: 4842.999023
	Iteration 32Q: 3 clusters Score -3656390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3656388.250000 Penalty: 4842.999023
	Iteration 33Q: 3 clusters Score -3656388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3656392.250000 Penalty: 4842.999023
	Iteration 34Q: 3 clusters Score -3656392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3656395.500000 Penalty: 4842.999023
	Iteration 35Q: 3 clusters Score -3656396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3656403.250000 Penalty: 4842.999023
	Iteration 36Q: 3 clusters Score -3656403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3656402.750000 Penalty: 4842.999023
	Iteration 37Q: 3 clusters Score -3656403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3656409.000000 Penalty: 4842.999023
	Iteration 38Q: 3 clusters Score -3656409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3656416.500000 Penalty: 4842.999023
	Iteration 39Q: 3 clusters Score -3656416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3656425.250000 Penalty: 4842.999023
	Iteration 40F: 3 clusters Score -3656425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3656426.750000 Penalty: 4842.999023
	Iteration 41Q: 3 clusters Score -3656427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3656426.750000 Penalty: 4842.999023
	Iteration 42Q: 3 clusters Score -3656427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3656426.250000 Penalty: 4842.999023
	Iteration 43Q: 3 clusters Score -3656426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3656428.250000 Penalty: 4842.999023
	Iteration 44Q: 3 clusters Score -3656428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3656433.000000 Penalty: 4842.999023
	Iteration 45Q: 3 clusters Score -3656433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3656434.500000 Penalty: 4842.999023
	Iteration 46Q: 3 clusters Score -3656434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3656437.500000 Penalty: 4842.999023
	Iteration 47Q: 3 clusters Score -3656438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3656440.250000 Penalty: 4842.999023
	Iteration 48Q: 3 clusters Score -3656440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3656444.000000 Penalty: 4842.999023
	Iteration 49Q: 3 clusters Score -3656444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3656443.000000 Penalty: 4842.999023
	Iteration 50Q: 3 clusters Score -3656443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3656443.000000 Penalty: 4842.999023
	Iteration 51Q: 3 clusters Score -3656443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3656447.250000 Penalty: 4842.999023
	Iteration 52Q: 3 clusters Score -3656447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3656449.250000 Penalty: 4842.999023
	Iteration 53Q: 3 clusters Score -3656449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3656450.000000 Penalty: 4842.999023
	Iteration 54Q: 3 clusters Score -3656450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3656450.000000 Penalty: 4842.999023
	Iteration 55F: 3 clusters Score -3656450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Entering Unmasked Estep 
Score: -5281087.500000 Penalty: 2531.187988
	Iteration 0F: 2 clusters Score -5281088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5262813.500000 Penalty: 5062.375977
	Iteration 0F: 3 clusters Score -5262814 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -5269206.500000 Penalty: 5062.375977
	Iteration 1F: 3 clusters Score -5269206 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -5269587.500000 Penalty: 5062.375977
	Iteration 2Q: 3 clusters Score -5269588 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5269943.000000 Penalty: 5062.375977
	Iteration 3Q: 3 clusters Score -5269943 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -5270287.500000 Penalty: 5062.375977
	Iteration 4Q: 3 clusters Score -5270288 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5270589.000000 Penalty: 5062.375977
	Iteration 5Q: 3 clusters Score -5270589 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -5270936.500000 Penalty: 5062.375977
	Iteration 6Q: 3 clusters Score -5270936 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -5271312.500000 Penalty: 5062.375977
	Iteration 7Q: 3 clusters Score -5271312 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -5271685.000000 Penalty: 5062.375977
	Iteration 8Q: 3 clusters Score -5271685 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -5272129.000000 Penalty: 5062.375977
	Iteration 9Q: 3 clusters Score -5272129 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -5272668.000000 Penalty: 5062.375977
	Iteration 10Q: 3 clusters Score -5272668 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -5273294.500000 Penalty: 5062.375977
	Iteration 11Q: 3 clusters Score -5273294 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -5274131.000000 Penalty: 5062.375977
	Iteration 12F: 3 clusters Score -5274131 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5275049.000000 Penalty: 5062.375977
	Iteration 13F: 3 clusters Score -5275049 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5276091.000000 Penalty: 5062.375977
	Iteration 14F: 3 clusters Score -5276091 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5276977.000000 Penalty: 5062.375977
	Iteration 15Q: 3 clusters Score -5276977 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5277704.000000 Penalty: 5062.375977
	Iteration 16Q: 3 clusters Score -5277704 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5278254.500000 Penalty: 5062.375977
	Iteration 17Q: 3 clusters Score -5278254 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5278554.000000 Penalty: 5062.375977
	Iteration 18Q: 3 clusters Score -5278554 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5278724.000000 Penalty: 5062.375977
	Iteration 19Q: 3 clusters Score -5278724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5278785.000000 Penalty: 5062.375977
	Iteration 20F: 3 clusters Score -5278785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5278830.000000 Penalty: 5062.375977
	Iteration 21Q: 3 clusters Score -5278830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5278844.000000 Penalty: 5062.375977
	Iteration 22Q: 3 clusters Score -5278844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5278864.500000 Penalty: 5062.375977
	Iteration 23Q: 3 clusters Score -5278864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5278874.000000 Penalty: 5062.375977
	Iteration 24Q: 3 clusters Score -5278874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5278883.500000 Penalty: 5062.375977
	Iteration 25Q: 3 clusters Score -5278884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5278905.500000 Penalty: 5062.375977
	Iteration 26Q: 3 clusters Score -5278906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5278905.500000 Penalty: 5062.375977
	Iteration 27Q: 3 clusters Score -5278906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5278917.000000 Penalty: 5062.375977
	Iteration 28Q: 3 clusters Score -5278917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5278911.500000 Penalty: 5062.375977
	Iteration 29Q: 3 clusters Score -5278912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5278915.000000 Penalty: 5062.375977
	Iteration 30Q: 3 clusters Score -5278915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5278920.000000 Penalty: 5062.375977
	Iteration 31Q: 3 clusters Score -5278920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5278924.500000 Penalty: 5062.375977
	Iteration 32Q: 3 clusters Score -5278924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5278925.000000 Penalty: 5062.375977
	Iteration 33Q: 3 clusters Score -5278925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5278929.500000 Penalty: 5062.375977
	Iteration 34Q: 3 clusters Score -5278930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5278934.500000 Penalty: 5062.375977
	Iteration 35Q: 3 clusters Score -5278934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5278940.500000 Penalty: 5062.375977
	Iteration 36Q: 3 clusters Score -5278940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5278945.500000 Penalty: 5062.375977
	Iteration 37Q: 3 clusters Score -5278946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5278945.000000 Penalty: 5062.375977
	Iteration 38Q: 3 clusters Score -5278945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5278947.000000 Penalty: 5062.375977
	Iteration 39Q: 3 clusters Score -5278947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5278946.500000 Penalty: 5062.375977
	Iteration 40F: 3 clusters Score -5278946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Entering Unmasked Estep 
Score: -4832365.500000 Penalty: 2508.791748
	Iteration 0F: 2 clusters Score -4832366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4815324.000000 Penalty: 5017.583496
	Iteration 0F: 3 clusters Score -4815324 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4821300.500000 Penalty: 5017.583496
	Iteration 1F: 3 clusters Score -4821300 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4821642.000000 Penalty: 5017.583496
	Iteration 2Q: 3 clusters Score -4821642 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -4821958.000000 Penalty: 5017.583496
	Iteration 3Q: 3 clusters Score -4821958 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4822260.000000 Penalty: 5017.583496
	Iteration 4Q: 3 clusters Score -4822260 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -4822534.500000 Penalty: 5017.583496
	Iteration 5Q: 3 clusters Score -4822534 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -4822878.000000 Penalty: 5017.583496
	Iteration 6Q: 3 clusters Score -4822878 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -4823305.500000 Penalty: 5017.583496
	Iteration 7Q: 3 clusters Score -4823306 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4823878.500000 Penalty: 5017.583496
	Iteration 8Q: 3 clusters Score -4823878 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -4824706.000000 Penalty: 5017.583496
	Iteration 9Q: 3 clusters Score -4824706 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4825744.000000 Penalty: 5017.583496
	Iteration 10F: 3 clusters Score -4825744 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4826792.000000 Penalty: 5017.583496
	Iteration 11Q: 3 clusters Score -4826792 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -4827609.000000 Penalty: 5017.583496
	Iteration 12Q: 3 clusters Score -4827609 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -4828165.000000 Penalty: 5017.583496
	Iteration 13Q: 3 clusters Score -4828165 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4828535.500000 Penalty: 5017.583496
	Iteration 14Q: 3 clusters Score -4828536 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4828889.000000 Penalty: 5017.583496
	Iteration 15Q: 3 clusters Score -4828889 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4829178.000000 Penalty: 5017.583496
	Iteration 16Q: 3 clusters Score -4829178 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4829381.000000 Penalty: 5017.583496
	Iteration 17Q: 3 clusters Score -4829381 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4829582.000000 Penalty: 5017.583496
	Iteration 18Q: 3 clusters Score -4829582 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4829702.500000 Penalty: 5017.583496
	Iteration 19Q: 3 clusters Score -4829702 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4829752.000000 Penalty: 5017.583496
	Iteration 20F: 3 clusters Score -4829752 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4829824.000000 Penalty: 5017.583496
	Iteration 21Q: 3 clusters Score -4829824 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4829855.000000 Penalty: 5017.583496
	Iteration 22Q: 3 clusters Score -4829855 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4829833.500000 Penalty: 5017.583496
	Iteration 23Q: 3 clusters Score -4829834 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4829860.000000 Penalty: 5017.583496
	Iteration 24Q: 3 clusters Score -4829860 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4829850.000000 Penalty: 5017.583496
	Iteration 25Q: 3 clusters Score -4829850 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4829822.500000 Penalty: 5017.583496
	Iteration 26Q: 3 clusters Score -4829822 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -4829832.000000 Penalty: 5017.583496
	Iteration 27Q: 3 clusters Score -4829832 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4829828.500000 Penalty: 5017.583496
	Iteration 28Q: 3 clusters Score -4829828 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4829813.000000 Penalty: 5017.583496
	Iteration 29Q: 3 clusters Score -4829813 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4829841.000000 Penalty: 5017.583496
	Iteration 30Q: 3 clusters Score -4829841 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4829840.000000 Penalty: 5017.583496
	Iteration 31Q: 3 clusters Score -4829840 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4829843.000000 Penalty: 5017.583496
	Iteration 32Q: 3 clusters Score -4829843 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4829841.000000 Penalty: 5017.583496
	Iteration 33Q: 3 clusters Score -4829841 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -4829831.500000 Penalty: 5017.583496
	Iteration 34Q: 3 clusters Score -4829832 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -4829825.500000 Penalty: 5017.583496
	Iteration 35Q: 3 clusters Score -4829826 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4829827.000000 Penalty: 5017.583496
	Iteration 36Q: 3 clusters Score -4829827 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4829830.500000 Penalty: 5017.583496
	Iteration 37Q: 3 clusters Score -4829830 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -4829807.500000 Penalty: 5017.583496
	Iteration 38Q: 3 clusters Score -4829808 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4829829.500000 Penalty: 5017.583496
	Iteration 39Q: 3 clusters Score -4829830 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -4829848.000000 Penalty: 5017.583496
	Iteration 40F: 3 clusters Score -4829848 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4829845.500000 Penalty: 5017.583496
	Iteration 41Q: 3 clusters Score -4829846 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4829829.500000 Penalty: 5017.583496
	Iteration 42Q: 3 clusters Score -4829830 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -4829803.500000 Penalty: 5017.583496
	Iteration 43Q: 3 clusters Score -4829804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4829821.000000 Penalty: 5017.583496
	Iteration 44Q: 3 clusters Score -4829821 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -4829837.000000 Penalty: 5017.583496
	Iteration 45Q: 3 clusters Score -4829837 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4829843.000000 Penalty: 5017.583496
	Iteration 46Q: 3 clusters Score -4829843 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4829842.000000 Penalty: 5017.583496
	Iteration 47Q: 3 clusters Score -4829842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -4829844.500000 Penalty: 5017.583496
	Iteration 48Q: 3 clusters Score -4829844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4829858.000000 Penalty: 5017.583496
	Iteration 49Q: 3 clusters Score -4829858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -4829866.000000 Penalty: 5017.583496
	Iteration 50Q: 3 clusters Score -4829866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -4829875.000000 Penalty: 5017.583496
	Iteration 51Q: 3 clusters Score -4829875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -4829877.500000 Penalty: 5017.583496
	Iteration 52Q: 3 clusters Score -4829878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4829888.500000 Penalty: 5017.583496
	Iteration 53Q: 3 clusters Score -4829888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -4829882.000000 Penalty: 5017.583496
	Iteration 54Q: 3 clusters Score -4829882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -4829886.500000 Penalty: 5017.583496
	Iteration 55Q: 3 clusters Score -4829886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -4829886.500000 Penalty: 5017.583496
	Iteration 56F: 3 clusters Score -4829886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -714509.937500 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -714509.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -710791.750000 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -710791.8 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -711736.062500 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -711736.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -711952.812500 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -711952.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -712095.250000 Penalty: 4084.212646
	Iteration 3Q: 3 clusters Score -712095.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -712217.437500 Penalty: 4084.212646
	Iteration 4Q: 3 clusters Score -712217.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -712335.000000 Penalty: 4084.212646
	Iteration 5Q: 3 clusters Score -712335 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -712434.312500 Penalty: 4084.212646
	Iteration 6Q: 3 clusters Score -712434.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -712512.125000 Penalty: 4084.212646
	Iteration 7Q: 3 clusters Score -712512.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -712572.500000 Penalty: 4084.212646
	Iteration 8Q: 3 clusters Score -712572.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -712640.625000 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -712640.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -712708.812500 Penalty: 4084.212646
	Iteration 10Q: 3 clusters Score -712708.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -712758.000000 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -712758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -712789.687500 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -712789.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -712812.375000 Penalty: 4084.212646
	Iteration 13Q: 3 clusters Score -712812.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -712825.187500 Penalty: 4084.212646
	Iteration 14Q: 3 clusters Score -712825.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -712839.812500 Penalty: 4084.212646
	Iteration 15Q: 3 clusters Score -712839.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -712849.562500 Penalty: 4084.212646
	Iteration 16Q: 3 clusters Score -712849.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -712856.750000 Penalty: 4084.212646
	Iteration 17Q: 3 clusters Score -712856.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -712868.312500 Penalty: 4084.212646
	Iteration 18Q: 3 clusters Score -712868.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -712877.437500 Penalty: 4084.212646
	Iteration 19Q: 3 clusters Score -712877.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -712888.875000 Penalty: 4084.212646
	Iteration 20F: 3 clusters Score -712888.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -712894.375000 Penalty: 4084.212646
	Iteration 21Q: 3 clusters Score -712894.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -712900.125000 Penalty: 4084.212646
	Iteration 22Q: 3 clusters Score -712900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -712902.750000 Penalty: 4084.212646
	Iteration 23Q: 3 clusters Score -712902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -712905.812500 Penalty: 4084.212646
	Iteration 24Q: 3 clusters Score -712905.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -712905.000000 Penalty: 4084.212646
	Iteration 25Q: 3 clusters Score -712905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -712908.062500 Penalty: 4084.212646
	Iteration 26Q: 3 clusters Score -712908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -712913.625000 Penalty: 4084.212646
	Iteration 27Q: 3 clusters Score -712913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -712917.937500 Penalty: 4084.212646
	Iteration 28Q: 3 clusters Score -712917.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -712920.562500 Penalty: 4084.212646
	Iteration 29Q: 3 clusters Score -712920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -712921.187500 Penalty: 4084.212646
	Iteration 30Q: 3 clusters Score -712921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -712922.000000 Penalty: 4084.212646
	Iteration 31Q: 3 clusters Score -712922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -712924.500000 Penalty: 4084.212646
	Iteration 32Q: 3 clusters Score -712924.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -712928.750000 Penalty: 4084.212646
	Iteration 33Q: 3 clusters Score -712928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -712929.687500 Penalty: 4084.212646
	Iteration 34Q: 3 clusters Score -712929.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -712931.250000 Penalty: 4084.212646
	Iteration 35Q: 3 clusters Score -712931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -712931.250000 Penalty: 4084.212646
	Iteration 36F: 3 clusters Score -712931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15599.981445 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -15599.98 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 98 members 
Entering Unmasked Estep 
Score: -14705.755859 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -14705.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14831.641602 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -14831.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14872.090820 Penalty: 2622.980469
	Iteration 2F: 3 clusters Score -14872.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14898.079102 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -14898.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14922.742188 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -14922.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14935.745117 Penalty: 2622.980469
	Iteration 5Q: 3 clusters Score -14935.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14935.745117 Penalty: 2622.980469
	Iteration 6F: 3 clusters Score -14935.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Entering Unmasked Estep 
Score: -4962359.000000 Penalty: 2503.502686
	Iteration 0F: 2 clusters Score -4962359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4946036.500000 Penalty: 5007.005371
	Iteration 0F: 3 clusters Score -4946036 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -4951860.000000 Penalty: 5007.005371
	Iteration 1F: 3 clusters Score -4951860 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4952309.500000 Penalty: 5007.005371
	Iteration 2F: 3 clusters Score -4952310 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -4952673.000000 Penalty: 5007.005371
	Iteration 3Q: 3 clusters Score -4952673 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4953006.500000 Penalty: 5007.005371
	Iteration 4Q: 3 clusters Score -4953006 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4953303.500000 Penalty: 5007.005371
	Iteration 5Q: 3 clusters Score -4953304 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4953646.500000 Penalty: 5007.005371
	Iteration 6Q: 3 clusters Score -4953646 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -4954080.000000 Penalty: 5007.005371
	Iteration 7Q: 3 clusters Score -4954080 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4954634.500000 Penalty: 5007.005371
	Iteration 8Q: 3 clusters Score -4954634 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -4955367.000000 Penalty: 5007.005371
	Iteration 9Q: 3 clusters Score -4955367 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4956260.500000 Penalty: 5007.005371
	Iteration 10F: 3 clusters Score -4956260 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4957236.000000 Penalty: 5007.005371
	Iteration 11F: 3 clusters Score -4957236 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4958131.500000 Penalty: 5007.005371
	Iteration 12Q: 3 clusters Score -4958132 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4958784.000000 Penalty: 5007.005371
	Iteration 13Q: 3 clusters Score -4958784 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4959253.500000 Penalty: 5007.005371
	Iteration 14Q: 3 clusters Score -4959254 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4959593.000000 Penalty: 5007.005371
	Iteration 15Q: 3 clusters Score -4959593 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4959857.000000 Penalty: 5007.005371
	Iteration 16Q: 3 clusters Score -4959857 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4960000.000000 Penalty: 5007.005371
	Iteration 17Q: 3 clusters Score -4960000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4960095.000000 Penalty: 5007.005371
	Iteration 18Q: 3 clusters Score -4960095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4960143.500000 Penalty: 5007.005371
	Iteration 19Q: 3 clusters Score -4960144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4960188.500000 Penalty: 5007.005371
	Iteration 20F: 3 clusters Score -4960188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4960232.500000 Penalty: 5007.005371
	Iteration 21Q: 3 clusters Score -4960232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4960255.500000 Penalty: 5007.005371
	Iteration 22Q: 3 clusters Score -4960256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4960280.000000 Penalty: 5007.005371
	Iteration 23Q: 3 clusters Score -4960280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4960276.500000 Penalty: 5007.005371
	Iteration 24Q: 3 clusters Score -4960276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4960280.500000 Penalty: 5007.005371
	Iteration 25Q: 3 clusters Score -4960280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4960289.500000 Penalty: 5007.005371
	Iteration 26Q: 3 clusters Score -4960290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4960287.500000 Penalty: 5007.005371
	Iteration 27Q: 3 clusters Score -4960288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4960289.500000 Penalty: 5007.005371
	Iteration 28Q: 3 clusters Score -4960290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4960289.500000 Penalty: 5007.005371
	Iteration 29F: 3 clusters Score -4960290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Entering Unmasked Estep 
Score: -1894859.375000 Penalty: 2271.730469
	Iteration 0F: 2 clusters Score -1894859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1887388.500000 Penalty: 4543.460938
	Iteration 0F: 3 clusters Score -1887388 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1889631.875000 Penalty: 4543.460938
	Iteration 1F: 3 clusters Score -1889632 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1890058.500000 Penalty: 4543.460938
	Iteration 2F: 3 clusters Score -1890058 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1890347.500000 Penalty: 4543.460938
	Iteration 3F: 3 clusters Score -1890348 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1890593.375000 Penalty: 4543.460938
	Iteration 4Q: 3 clusters Score -1890593 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1890792.500000 Penalty: 4543.460938
	Iteration 5Q: 3 clusters Score -1890792 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1890958.875000 Penalty: 4543.460938
	Iteration 6Q: 3 clusters Score -1890959 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1891112.750000 Penalty: 4543.460938
	Iteration 7Q: 3 clusters Score -1891113 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1891254.500000 Penalty: 4543.460938
	Iteration 8Q: 3 clusters Score -1891254 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1891382.750000 Penalty: 4543.460938
	Iteration 9Q: 3 clusters Score -1891383 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1891491.375000 Penalty: 4543.460938
	Iteration 10Q: 3 clusters Score -1891491 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1891564.875000 Penalty: 4543.460938
	Iteration 11Q: 3 clusters Score -1891565 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1891628.625000 Penalty: 4543.460938
	Iteration 12Q: 3 clusters Score -1891629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1891671.000000 Penalty: 4543.460938
	Iteration 13Q: 3 clusters Score -1891671 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1891707.000000 Penalty: 4543.460938
	Iteration 14Q: 3 clusters Score -1891707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1891752.875000 Penalty: 4543.460938
	Iteration 15Q: 3 clusters Score -1891753 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1891790.250000 Penalty: 4543.460938
	Iteration 16Q: 3 clusters Score -1891790 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1891830.250000 Penalty: 4543.460938
	Iteration 17Q: 3 clusters Score -1891830 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1891865.125000 Penalty: 4543.460938
	Iteration 18Q: 3 clusters Score -1891865 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1891914.125000 Penalty: 4543.460938
	Iteration 19Q: 3 clusters Score -1891914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1891946.625000 Penalty: 4543.460938
	Iteration 20F: 3 clusters Score -1891947 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1891995.500000 Penalty: 4543.460938
	Iteration 21Q: 3 clusters Score -1891996 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1892043.875000 Penalty: 4543.460938
	Iteration 22Q: 3 clusters Score -1892044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1892088.500000 Penalty: 4543.460938
	Iteration 23Q: 3 clusters Score -1892088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1892111.875000 Penalty: 4543.460938
	Iteration 24Q: 3 clusters Score -1892112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1892143.250000 Penalty: 4543.460938
	Iteration 25Q: 3 clusters Score -1892143 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1892164.250000 Penalty: 4543.460938
	Iteration 26Q: 3 clusters Score -1892164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1892190.375000 Penalty: 4543.460938
	Iteration 27Q: 3 clusters Score -1892190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1892224.250000 Penalty: 4543.460938
	Iteration 28Q: 3 clusters Score -1892224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1892253.250000 Penalty: 4543.460938
	Iteration 29Q: 3 clusters Score -1892253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1892271.125000 Penalty: 4543.460938
	Iteration 30Q: 3 clusters Score -1892271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1892298.750000 Penalty: 4543.460938
	Iteration 31Q: 3 clusters Score -1892299 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1892327.500000 Penalty: 4543.460938
	Iteration 32Q: 3 clusters Score -1892328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1892362.750000 Penalty: 4543.460938
	Iteration 33Q: 3 clusters Score -1892363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1892390.375000 Penalty: 4543.460938
	Iteration 34Q: 3 clusters Score -1892390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1892428.500000 Penalty: 4543.460938
	Iteration 35Q: 3 clusters Score -1892428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1892457.750000 Penalty: 4543.460938
	Iteration 36Q: 3 clusters Score -1892458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1892482.875000 Penalty: 4543.460938
	Iteration 37Q: 3 clusters Score -1892483 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1892507.125000 Penalty: 4543.460938
	Iteration 38Q: 3 clusters Score -1892507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1892536.375000 Penalty: 4543.460938
	Iteration 39Q: 3 clusters Score -1892536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1892559.250000 Penalty: 4543.460938
	Iteration 40F: 3 clusters Score -1892559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1892578.125000 Penalty: 4543.460938
	Iteration 41Q: 3 clusters Score -1892578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1892607.125000 Penalty: 4543.460938
	Iteration 42Q: 3 clusters Score -1892607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1892619.250000 Penalty: 4543.460938
	Iteration 43Q: 3 clusters Score -1892619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1892640.000000 Penalty: 4543.460938
	Iteration 44Q: 3 clusters Score -1892640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1892661.250000 Penalty: 4543.460938
	Iteration 45Q: 3 clusters Score -1892661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1892683.000000 Penalty: 4543.460938
	Iteration 46Q: 3 clusters Score -1892683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1892706.625000 Penalty: 4543.460938
	Iteration 47Q: 3 clusters Score -1892707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1892726.625000 Penalty: 4543.460938
	Iteration 48Q: 3 clusters Score -1892727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1892738.625000 Penalty: 4543.460938
	Iteration 49Q: 3 clusters Score -1892739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1892753.500000 Penalty: 4543.460938
	Iteration 50Q: 3 clusters Score -1892754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1892761.625000 Penalty: 4543.460938
	Iteration 51Q: 3 clusters Score -1892762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1892771.250000 Penalty: 4543.460938
	Iteration 52Q: 3 clusters Score -1892771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1892775.625000 Penalty: 4543.460938
	Iteration 53Q: 3 clusters Score -1892776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1892781.000000 Penalty: 4543.460938
	Iteration 54Q: 3 clusters Score -1892781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1892788.125000 Penalty: 4543.460938
	Iteration 55Q: 3 clusters Score -1892788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1892796.125000 Penalty: 4543.460938
	Iteration 56Q: 3 clusters Score -1892796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1892807.875000 Penalty: 4543.460938
	Iteration 57Q: 3 clusters Score -1892808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1892809.875000 Penalty: 4543.460938
	Iteration 58Q: 3 clusters Score -1892810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1892823.375000 Penalty: 4543.460938
	Iteration 59Q: 3 clusters Score -1892823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1892832.375000 Penalty: 4543.460938
	Iteration 60F: 3 clusters Score -1892832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1892838.125000 Penalty: 4543.460938
	Iteration 61Q: 3 clusters Score -1892838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1892846.750000 Penalty: 4543.460938
	Iteration 62Q: 3 clusters Score -1892847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1892853.875000 Penalty: 4543.460938
	Iteration 63Q: 3 clusters Score -1892854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1892858.000000 Penalty: 4543.460938
	Iteration 64Q: 3 clusters Score -1892858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1892867.875000 Penalty: 4543.460938
	Iteration 65Q: 3 clusters Score -1892868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1892869.125000 Penalty: 4543.460938
	Iteration 66Q: 3 clusters Score -1892869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1892876.125000 Penalty: 4543.460938
	Iteration 67Q: 3 clusters Score -1892876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1892881.125000 Penalty: 4543.460938
	Iteration 68Q: 3 clusters Score -1892881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1892882.500000 Penalty: 4543.460938
	Iteration 69Q: 3 clusters Score -1892882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1892889.375000 Penalty: 4543.460938
	Iteration 70Q: 3 clusters Score -1892889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1892890.625000 Penalty: 4543.460938
	Iteration 71Q: 3 clusters Score -1892891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1892897.375000 Penalty: 4543.460938
	Iteration 72Q: 3 clusters Score -1892897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1892898.250000 Penalty: 4543.460938
	Iteration 73Q: 3 clusters Score -1892898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1892899.875000 Penalty: 4543.460938
	Iteration 74Q: 3 clusters Score -1892900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1892904.750000 Penalty: 4543.460938
	Iteration 75Q: 3 clusters Score -1892905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1892904.500000 Penalty: 4543.460938
	Iteration 76Q: 3 clusters Score -1892904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1892910.000000 Penalty: 4543.460938
	Iteration 77Q: 3 clusters Score -1892910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1892912.750000 Penalty: 4543.460938
	Iteration 78Q: 3 clusters Score -1892913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1892916.125000 Penalty: 4543.460938
	Iteration 79Q: 3 clusters Score -1892916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1892915.250000 Penalty: 4543.460938
	Iteration 80F: 3 clusters Score -1892915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 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 190 members 
Entering Unmasked Estep 
Score: -54865.203125 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54865.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55290.242188 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -55290.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55633.320312 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55633.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55723.359375 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -55723.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55747.269531 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55747.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55754.023438 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55754.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55783.046875 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55783.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55783.203125 Penalty: 2951.518799
	Iteration 7F: 3 clusters Score -55783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55794.847656 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55794.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55819.761719 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55819.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55828.214844 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55828.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55842.496094 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -55842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55848.281250 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -55848.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55850.292969 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -55850.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55850.292969 Penalty: 2951.518799
	Iteration 14F: 3 clusters Score -55850.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 165 members 
Entering Unmasked Estep 
Score: -45289.496094 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45289.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45460.945312 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45460.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45530.808594 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -45530.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45606.531250 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45606.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45652.042969 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45652.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45676.363281 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -45676.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45700.816406 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -45700.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45713.535156 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -45713.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45737.996094 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -45738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45753.519531 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -45753.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45772.769531 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -45772.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45775.230469 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -45775.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45775.230469 Penalty: 2868.777344
	Iteration 12F: 3 clusters Score -45775.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -269599.406250 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -269599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -267337.500000 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -267337.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -267766.281250 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -267766.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -267917.500000 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -267917.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -268004.375000 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -268004.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -268078.500000 Penalty: 3608.828857
	Iteration 4Q: 3 clusters Score -268078.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -268150.843750 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -268150.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -268225.656250 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -268225.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -268321.875000 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -268321.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -268436.968750 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -268437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -268549.312500 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -268549.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -268662.156250 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -268662.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -268792.750000 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -268792.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -268872.562500 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -268872.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -268913.468750 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -268913.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -268944.218750 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -268944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -268954.062500 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -268954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -268955.687500 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -268955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -268957.343750 Penalty: 3608.828857
	Iteration 17Q: 3 clusters Score -268957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -268958.125000 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -268958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -268958.781250 Penalty: 3608.828857
	Iteration 19Q: 3 clusters Score -268958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -268958.781250 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -268958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -517845.906250 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -517845.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -514660.343750 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -514660.3 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -515435.906250 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -515435.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -515721.437500 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -515721.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -515879.687500 Penalty: 3952.114746
	Iteration 3F: 3 clusters Score -515879.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -516009.750000 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -516009.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -516102.000000 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -516102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -516174.406250 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -516174.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -516222.500000 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -516222.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -516263.000000 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -516263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -516297.875000 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -516297.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -516332.406250 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -516332.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -516364.687500 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -516364.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -516381.593750 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -516381.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -516399.687500 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -516399.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -516418.718750 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -516418.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -516428.343750 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -516428.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -516442.781250 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -516442.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -516453.906250 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -516453.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -516467.687500 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -516467.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -516478.781250 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -516478.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -516485.125000 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -516485.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -516492.125000 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -516492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -516495.500000 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -516495.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -516498.093750 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -516498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -516499.250000 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -516499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -516500.218750 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -516500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -516500.406250 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -516500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -516500.406250 Penalty: 3952.114746
	Iteration 27F: 3 clusters Score -516500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -76166.406250 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -76166.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74733.359375 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -74733.36 nChanged 104
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: -74916.859375 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -74916.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74972.757812 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -74972.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75032.921875 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -75032.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -75082.179688 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -75082.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75149.390625 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -75149.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75198.664062 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -75198.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75223.046875 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -75223.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75268.882812 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -75268.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75299.617188 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -75299.62 nChanged 4
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: -75310.781250 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -75310.78 nChanged 6
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: -75325.492188 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -75325.49 nChanged 3
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: -75330.804688 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -75330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -75335.398438 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -75335.4 nChanged 3
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: -75347.632812 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -75347.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75352.687500 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -75352.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75356.945312 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -75356.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -75358.242188 Penalty: 3070.396484
	Iteration 17Q: 3 clusters Score -75358.24 nChanged 1
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: -75358.687500 Penalty: 3070.396484
	Iteration 18Q: 3 clusters Score -75358.69 nChanged 0
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: -75358.687500 Penalty: 3070.396484
	Iteration 19F: 3 clusters Score -75358.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 198 members 
Entering Unmasked Estep 
Score: -47824.093750 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47824.09 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48056.949219 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48056.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48195.000000 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48195 nChanged 20
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: -48257.140625 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -48257.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48270.281250 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48270.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48273.515625 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48273.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48273.515625 Penalty: 2975.472656
	Iteration 6F: 3 clusters Score -48273.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132196.906250 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132196.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132467.421875 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132467.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -132573.593750 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132573.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -132656.953125 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -132657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132737.531250 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -132737.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -132793.421875 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -132793.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -132849.171875 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -132849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -132887.843750 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -132887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132935.953125 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -132936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -132988.109375 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -132988.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -133010.875000 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -133010.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -133032.937500 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -133032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -133057.500000 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -133057.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133082.703125 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -133082.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133120.218750 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -133120.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -133180.828125 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -133180.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133210.484375 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -133210.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133272.562500 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -133272.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -133326.046875 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -133326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -133361.250000 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -133361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133388.437500 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -133388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133442.218750 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -133442.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133472.437500 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -133472.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133508.265625 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -133508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133544.656250 Penalty: 3314.947021
	Iteration 24Q: 3 clusters Score -133544.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133584.312500 Penalty: 3314.947021
	Iteration 25Q: 3 clusters Score -133584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133609.218750 Penalty: 3314.947021
	Iteration 26Q: 3 clusters Score -133609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -133620.531250 Penalty: 3314.947021
	Iteration 27Q: 3 clusters Score -133620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -133631.515625 Penalty: 3314.947021
	Iteration 28Q: 3 clusters Score -133631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -133645.453125 Penalty: 3314.947021
	Iteration 29Q: 3 clusters Score -133645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -133647.750000 Penalty: 3314.947021
	Iteration 30Q: 3 clusters Score -133647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133650.890625 Penalty: 3314.947021
	Iteration 31Q: 3 clusters Score -133650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133650.890625 Penalty: 3314.947021
	Iteration 32F: 3 clusters Score -133650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Entering Unmasked Estep 
Score: -2407159.000000 Penalty: 2319.342529
	Iteration 0F: 2 clusters Score -2407159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2398531.750000 Penalty: 4638.685059
	Iteration 0F: 3 clusters Score -2398532 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2401131.750000 Penalty: 4638.685059
	Iteration 1F: 3 clusters Score -2401132 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2401529.750000 Penalty: 4638.685059
	Iteration 2F: 3 clusters Score -2401530 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2401867.500000 Penalty: 4638.685059
	Iteration 3F: 3 clusters Score -2401868 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2402269.250000 Penalty: 4638.685059
	Iteration 4F: 3 clusters Score -2402269 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2402670.000000 Penalty: 4638.685059
	Iteration 5F: 3 clusters Score -2402670 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2403090.750000 Penalty: 4638.685059
	Iteration 6F: 3 clusters Score -2403091 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2403517.000000 Penalty: 4638.685059
	Iteration 7F: 3 clusters Score -2403517 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2403982.250000 Penalty: 4638.685059
	Iteration 8F: 3 clusters Score -2403982 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2404445.750000 Penalty: 4638.685059
	Iteration 9F: 3 clusters Score -2404446 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2404822.250000 Penalty: 4638.685059
	Iteration 10Q: 3 clusters Score -2404822 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2405103.000000 Penalty: 4638.685059
	Iteration 11Q: 3 clusters Score -2405103 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2405233.000000 Penalty: 4638.685059
	Iteration 12Q: 3 clusters Score -2405233 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2405307.000000 Penalty: 4638.685059
	Iteration 13Q: 3 clusters Score -2405307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2405340.750000 Penalty: 4638.685059
	Iteration 14Q: 3 clusters Score -2405341 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2405372.500000 Penalty: 4638.685059
	Iteration 15Q: 3 clusters Score -2405372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2405381.250000 Penalty: 4638.685059
	Iteration 16Q: 3 clusters Score -2405381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2405393.000000 Penalty: 4638.685059
	Iteration 17Q: 3 clusters Score -2405393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2405398.500000 Penalty: 4638.685059
	Iteration 18Q: 3 clusters Score -2405398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2405402.500000 Penalty: 4638.685059
	Iteration 19Q: 3 clusters Score -2405402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2405407.250000 Penalty: 4638.685059
	Iteration 20F: 3 clusters Score -2405407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2405412.750000 Penalty: 4638.685059
	Iteration 21Q: 3 clusters Score -2405413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2405411.000000 Penalty: 4638.685059
	Iteration 22Q: 3 clusters Score -2405411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2405410.500000 Penalty: 4638.685059
	Iteration 23Q: 3 clusters Score -2405410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2405411.000000 Penalty: 4638.685059
	Iteration 24Q: 3 clusters Score -2405411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2405409.500000 Penalty: 4638.685059
	Iteration 25Q: 3 clusters Score -2405410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2405412.000000 Penalty: 4638.685059
	Iteration 26Q: 3 clusters Score -2405412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2405416.750000 Penalty: 4638.685059
	Iteration 27Q: 3 clusters Score -2405417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2405422.000000 Penalty: 4638.685059
	Iteration 28Q: 3 clusters Score -2405422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2405417.000000 Penalty: 4638.685059
	Iteration 29Q: 3 clusters Score -2405417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2405418.000000 Penalty: 4638.685059
	Iteration 30Q: 3 clusters Score -2405418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2405418.000000 Penalty: 4638.685059
	Iteration 31F: 3 clusters Score -2405418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (28209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Entering Unmasked Estep 
Score: -5483905.500000 Penalty: 2541.354248
	Iteration 0F: 2 clusters Score -5483906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -5464951.500000 Penalty: 5082.708496
	Iteration 0F: 3 clusters Score -5464952 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -5471850.500000 Penalty: 5082.708496
	Iteration 1F: 3 clusters Score -5471850 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5472218.500000 Penalty: 5082.708496
	Iteration 2Q: 3 clusters Score -5472218 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5472573.500000 Penalty: 5082.708496
	Iteration 3Q: 3 clusters Score -5472574 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5472801.500000 Penalty: 5082.708496
	Iteration 4Q: 3 clusters Score -5472802 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5473020.500000 Penalty: 5082.708496
	Iteration 5Q: 3 clusters Score -5473020 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5473280.500000 Penalty: 5082.708496
	Iteration 6Q: 3 clusters Score -5473280 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -5473595.000000 Penalty: 5082.708496
	Iteration 7Q: 3 clusters Score -5473595 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -5474082.000000 Penalty: 5082.708496
	Iteration 8Q: 3 clusters Score -5474082 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5474783.000000 Penalty: 5082.708496
	Iteration 9Q: 3 clusters Score -5474783 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -5475734.500000 Penalty: 5082.708496
	Iteration 10F: 3 clusters Score -5475734 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5476879.500000 Penalty: 5082.708496
	Iteration 11F: 3 clusters Score -5476880 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -5478194.500000 Penalty: 5082.708496
	Iteration 12F: 3 clusters Score -5478194 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -5479336.500000 Penalty: 5082.708496
	Iteration 13F: 3 clusters Score -5479336 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5480295.000000 Penalty: 5082.708496
	Iteration 14Q: 3 clusters Score -5480295 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -5480885.500000 Penalty: 5082.708496
	Iteration 15Q: 3 clusters Score -5480886 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5481150.000000 Penalty: 5082.708496
	Iteration 16Q: 3 clusters Score -5481150 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -5481339.500000 Penalty: 5082.708496
	Iteration 17Q: 3 clusters Score -5481340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5481461.500000 Penalty: 5082.708496
	Iteration 18Q: 3 clusters Score -5481462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -5481550.000000 Penalty: 5082.708496
	Iteration 19Q: 3 clusters Score -5481550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -5481593.500000 Penalty: 5082.708496
	Iteration 20F: 3 clusters Score -5481594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -5481625.000000 Penalty: 5082.708496
	Iteration 21Q: 3 clusters Score -5481625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -5481664.000000 Penalty: 5082.708496
	Iteration 22Q: 3 clusters Score -5481664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5481682.000000 Penalty: 5082.708496
	Iteration 23Q: 3 clusters Score -5481682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5481706.500000 Penalty: 5082.708496
	Iteration 24Q: 3 clusters Score -5481706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5481719.000000 Penalty: 5082.708496
	Iteration 25Q: 3 clusters Score -5481719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5481733.500000 Penalty: 5082.708496
	Iteration 26Q: 3 clusters Score -5481734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5481732.500000 Penalty: 5082.708496
	Iteration 27Q: 3 clusters Score -5481732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -5481740.500000 Penalty: 5082.708496
	Iteration 28Q: 3 clusters Score -5481740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -5481746.500000 Penalty: 5082.708496
	Iteration 29Q: 3 clusters Score -5481746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -5481746.500000 Penalty: 5082.708496
	Iteration 30Q: 3 clusters Score -5481746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -5481749.500000 Penalty: 5082.708496
	Iteration 31Q: 3 clusters Score -5481750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5481751.500000 Penalty: 5082.708496
	Iteration 32Q: 3 clusters Score -5481752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -5481756.500000 Penalty: 5082.708496
	Iteration 33Q: 3 clusters Score -5481756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -5481752.500000 Penalty: 5082.708496
	Iteration 34Q: 3 clusters Score -5481752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -5481765.500000 Penalty: 5082.708496
	Iteration 35Q: 3 clusters Score -5481766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5481766.000000 Penalty: 5082.708496
	Iteration 36Q: 3 clusters Score -5481766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5481768.500000 Penalty: 5082.708496
	Iteration 37Q: 3 clusters Score -5481768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -5481766.500000 Penalty: 5082.708496
	Iteration 38Q: 3 clusters Score -5481766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -5481766.500000 Penalty: 5082.708496
	Iteration 39F: 3 clusters Score -5481766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -1441325.500000 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -1441326 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 3694 members 
Entering Unmasked Estep 
Score: -1435244.375000 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -1435244 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1436903.625000 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -1436904 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1437133.500000 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -1437134 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1437292.750000 Penalty: 4423.052734
	Iteration 3Q: 3 clusters Score -1437293 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1437410.000000 Penalty: 4423.052734
	Iteration 4Q: 3 clusters Score -1437410 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1437497.250000 Penalty: 4423.052734
	Iteration 5Q: 3 clusters Score -1437497 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1437570.250000 Penalty: 4423.052734
	Iteration 6Q: 3 clusters Score -1437570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1437625.875000 Penalty: 4423.052734
	Iteration 7Q: 3 clusters Score -1437626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1437675.250000 Penalty: 4423.052734
	Iteration 8Q: 3 clusters Score -1437675 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1437727.250000 Penalty: 4423.052734
	Iteration 9Q: 3 clusters Score -1437727 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1437783.875000 Penalty: 4423.052734
	Iteration 10Q: 3 clusters Score -1437784 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1437838.750000 Penalty: 4423.052734
	Iteration 11Q: 3 clusters Score -1437839 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1437906.250000 Penalty: 4423.052734
	Iteration 12Q: 3 clusters Score -1437906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1437989.500000 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -1437990 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1438094.125000 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -1438094 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1438224.375000 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -1438224 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1438362.500000 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -1438362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1438517.625000 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -1438518 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1438687.750000 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -1438688 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1438849.625000 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -1438850 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1438967.000000 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -1438967 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1439068.500000 Penalty: 4423.052734
	Iteration 21Q: 3 clusters Score -1439068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1439145.625000 Penalty: 4423.052734
	Iteration 22Q: 3 clusters Score -1439146 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1439204.125000 Penalty: 4423.052734
	Iteration 23Q: 3 clusters Score -1439204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1439268.625000 Penalty: 4423.052734
	Iteration 24Q: 3 clusters Score -1439269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1439307.250000 Penalty: 4423.052734
	Iteration 25Q: 3 clusters Score -1439307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1439329.875000 Penalty: 4423.052734
	Iteration 26Q: 3 clusters Score -1439330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1439344.875000 Penalty: 4423.052734
	Iteration 27Q: 3 clusters Score -1439345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1439358.250000 Penalty: 4423.052734
	Iteration 28Q: 3 clusters Score -1439358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1439363.375000 Penalty: 4423.052734
	Iteration 29Q: 3 clusters Score -1439363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1439371.375000 Penalty: 4423.052734
	Iteration 30Q: 3 clusters Score -1439371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1439378.375000 Penalty: 4423.052734
	Iteration 31Q: 3 clusters Score -1439378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1439386.500000 Penalty: 4423.052734
	Iteration 32Q: 3 clusters Score -1439386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1439391.875000 Penalty: 4423.052734
	Iteration 33Q: 3 clusters Score -1439392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1439394.000000 Penalty: 4423.052734
	Iteration 34Q: 3 clusters Score -1439394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1439396.500000 Penalty: 4423.052734
	Iteration 35Q: 3 clusters Score -1439396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1439402.875000 Penalty: 4423.052734
	Iteration 36Q: 3 clusters Score -1439403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1439407.750000 Penalty: 4423.052734
	Iteration 37Q: 3 clusters Score -1439408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1439410.250000 Penalty: 4423.052734
	Iteration 38Q: 3 clusters Score -1439410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1439413.375000 Penalty: 4423.052734
	Iteration 39Q: 3 clusters Score -1439413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1439416.500000 Penalty: 4423.052734
	Iteration 40F: 3 clusters Score -1439416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1439422.250000 Penalty: 4423.052734
	Iteration 41Q: 3 clusters Score -1439422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1439421.000000 Penalty: 4423.052734
	Iteration 42Q: 3 clusters Score -1439421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1439423.500000 Penalty: 4423.052734
	Iteration 43Q: 3 clusters Score -1439424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1439424.750000 Penalty: 4423.052734
	Iteration 44Q: 3 clusters Score -1439425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1439424.375000 Penalty: 4423.052734
	Iteration 45Q: 3 clusters Score -1439424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1439424.875000 Penalty: 4423.052734
	Iteration 46Q: 3 clusters Score -1439425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1439424.875000 Penalty: 4423.052734
	Iteration 47F: 3 clusters Score -1439425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (59111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Entering Unmasked Estep 
Score: -11030362.000000 Penalty: 2724.818604
	Iteration 0F: 2 clusters Score -1.103036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -10991543.000000 Penalty: 5449.637207
	Iteration 0F: 3 clusters Score -1.099154e+07 nChanged 27517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -11006867.000000 Penalty: 5449.637207
	Iteration 1F: 3 clusters Score -1.100687e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -11007458.000000 Penalty: 5449.637207
	Iteration 2Q: 3 clusters Score -1.100746e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -11008068.000000 Penalty: 5449.637207
	Iteration 3Q: 3 clusters Score -1.100807e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -11008816.000000 Penalty: 5449.637207
	Iteration 4Q: 3 clusters Score -1.100882e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -11009872.000000 Penalty: 5449.637207
	Iteration 5Q: 3 clusters Score -1.100987e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -11011450.000000 Penalty: 5449.637207
	Iteration 6F: 3 clusters Score -1.101145e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -11013626.000000 Penalty: 5449.637207
	Iteration 7F: 3 clusters Score -1.101363e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -11016549.000000 Penalty: 5449.637207
	Iteration 8F: 3 clusters Score -1.101655e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -11020012.000000 Penalty: 5449.637207
	Iteration 9F: 3 clusters Score -1.102001e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -11023146.000000 Penalty: 5449.637207
	Iteration 10F: 3 clusters Score -1.102315e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -11025386.000000 Penalty: 5449.637207
	Iteration 11Q: 3 clusters Score -1.102539e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -11026619.000000 Penalty: 5449.637207
	Iteration 12Q: 3 clusters Score -1.102662e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11027285.000000 Penalty: 5449.637207
	Iteration 13Q: 3 clusters Score -1.102728e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11027619.000000 Penalty: 5449.637207
	Iteration 14Q: 3 clusters Score -1.102762e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11027806.000000 Penalty: 5449.637207
	Iteration 15Q: 3 clusters Score -1.102781e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11027863.000000 Penalty: 5449.637207
	Iteration 16Q: 3 clusters Score -1.102786e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11027923.000000 Penalty: 5449.637207
	Iteration 17Q: 3 clusters Score -1.102792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11027955.000000 Penalty: 5449.637207
	Iteration 18Q: 3 clusters Score -1.102796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11027979.000000 Penalty: 5449.637207
	Iteration 19Q: 3 clusters Score -1.102798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11027992.000000 Penalty: 5449.637207
	Iteration 20F: 3 clusters Score -1.102799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11028009.000000 Penalty: 5449.637207
	Iteration 21Q: 3 clusters Score -1.102801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11028023.000000 Penalty: 5449.637207
	Iteration 22Q: 3 clusters Score -1.102802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11028045.000000 Penalty: 5449.637207
	Iteration 23Q: 3 clusters Score -1.102804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -11028050.000000 Penalty: 5449.637207
	Iteration 24Q: 3 clusters Score -1.102805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11028060.000000 Penalty: 5449.637207
	Iteration 25Q: 3 clusters Score -1.102806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11028060.000000 Penalty: 5449.637207
	Iteration 26Q: 3 clusters Score -1.102806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11028060.000000 Penalty: 5449.637207
	Iteration 27F: 3 clusters Score -1.102806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26706.236328 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26706.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26853.371094 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26853.37 nChanged 20
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: -26942.675781 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26942.68 nChanged 15
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: -26997.246094 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -26997.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27046.076172 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27046.08 nChanged 2
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: -27080.265625 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27080.27 nChanged 1
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: -27082.736328 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27082.74 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: -27089.689453 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -27089.69 nChanged 2
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: -27109.548828 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -27109.55 nChanged 2
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: -27113.617188 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -27113.62 nChanged 0
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: -27113.617188 Penalty: 2832.371582
	Iteration 10F: 3 clusters Score -27113.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Entering Unmasked Estep 
Score: -3009253.000000 Penalty: 2384.604004
	Iteration 0F: 2 clusters Score -3009253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2998586.250000 Penalty: 4769.208008
	Iteration 0F: 3 clusters Score -2998586 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3002016.500000 Penalty: 4769.208008
	Iteration 1F: 3 clusters Score -3002016 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3002318.250000 Penalty: 4769.208008
	Iteration 2F: 3 clusters Score -3002318 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3002540.250000 Penalty: 4769.208008
	Iteration 3Q: 3 clusters Score -3002540 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3002727.250000 Penalty: 4769.208008
	Iteration 4Q: 3 clusters Score -3002727 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3002900.250000 Penalty: 4769.208008
	Iteration 5Q: 3 clusters Score -3002900 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3003017.750000 Penalty: 4769.208008
	Iteration 6Q: 3 clusters Score -3003018 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3003112.500000 Penalty: 4769.208008
	Iteration 7Q: 3 clusters Score -3003112 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3003218.750000 Penalty: 4769.208008
	Iteration 8Q: 3 clusters Score -3003219 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3003308.000000 Penalty: 4769.208008
	Iteration 9Q: 3 clusters Score -3003308 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3003385.500000 Penalty: 4769.208008
	Iteration 10Q: 3 clusters Score -3003386 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3003466.750000 Penalty: 4769.208008
	Iteration 11Q: 3 clusters Score -3003467 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3003552.000000 Penalty: 4769.208008
	Iteration 12Q: 3 clusters Score -3003552 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3003607.750000 Penalty: 4769.208008
	Iteration 13Q: 3 clusters Score -3003608 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3003687.250000 Penalty: 4769.208008
	Iteration 14Q: 3 clusters Score -3003687 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3003779.000000 Penalty: 4769.208008
	Iteration 15Q: 3 clusters Score -3003779 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3003903.250000 Penalty: 4769.208008
	Iteration 16Q: 3 clusters Score -3003903 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3004060.000000 Penalty: 4769.208008
	Iteration 17Q: 3 clusters Score -3004060 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3004232.250000 Penalty: 4769.208008
	Iteration 18Q: 3 clusters Score -3004232 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3004495.250000 Penalty: 4769.208008
	Iteration 19Q: 3 clusters Score -3004495 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3004774.750000 Penalty: 4769.208008
	Iteration 20F: 3 clusters Score -3004775 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3005086.250000 Penalty: 4769.208008
	Iteration 21Q: 3 clusters Score -3005086 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3005389.250000 Penalty: 4769.208008
	Iteration 22Q: 3 clusters Score -3005389 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3005630.500000 Penalty: 4769.208008
	Iteration 23Q: 3 clusters Score -3005630 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3005837.000000 Penalty: 4769.208008
	Iteration 24Q: 3 clusters Score -3005837 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3005966.000000 Penalty: 4769.208008
	Iteration 25Q: 3 clusters Score -3005966 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3006091.500000 Penalty: 4769.208008
	Iteration 26Q: 3 clusters Score -3006092 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3006194.750000 Penalty: 4769.208008
	Iteration 27Q: 3 clusters Score -3006195 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3006303.000000 Penalty: 4769.208008
	Iteration 28Q: 3 clusters Score -3006303 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3006402.750000 Penalty: 4769.208008
	Iteration 29Q: 3 clusters Score -3006403 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3006489.500000 Penalty: 4769.208008
	Iteration 30Q: 3 clusters Score -3006490 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3006557.750000 Penalty: 4769.208008
	Iteration 31Q: 3 clusters Score -3006558 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3006619.000000 Penalty: 4769.208008
	Iteration 32Q: 3 clusters Score -3006619 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3006680.000000 Penalty: 4769.208008
	Iteration 33Q: 3 clusters Score -3006680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3006737.500000 Penalty: 4769.208008
	Iteration 34Q: 3 clusters Score -3006738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3006791.750000 Penalty: 4769.208008
	Iteration 35Q: 3 clusters Score -3006792 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3006848.750000 Penalty: 4769.208008
	Iteration 36Q: 3 clusters Score -3006849 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3006898.250000 Penalty: 4769.208008
	Iteration 37Q: 3 clusters Score -3006898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3006935.750000 Penalty: 4769.208008
	Iteration 38Q: 3 clusters Score -3006936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3006979.250000 Penalty: 4769.208008
	Iteration 39Q: 3 clusters Score -3006979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3007006.500000 Penalty: 4769.208008
	Iteration 40F: 3 clusters Score -3007006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3007023.250000 Penalty: 4769.208008
	Iteration 41Q: 3 clusters Score -3007023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3007040.500000 Penalty: 4769.208008
	Iteration 42Q: 3 clusters Score -3007040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3007056.000000 Penalty: 4769.208008
	Iteration 43Q: 3 clusters Score -3007056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3007057.500000 Penalty: 4769.208008
	Iteration 44Q: 3 clusters Score -3007058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3007061.250000 Penalty: 4769.208008
	Iteration 45Q: 3 clusters Score -3007061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3007071.000000 Penalty: 4769.208008
	Iteration 46Q: 3 clusters Score -3007071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3007085.750000 Penalty: 4769.208008
	Iteration 47Q: 3 clusters Score -3007086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3007093.000000 Penalty: 4769.208008
	Iteration 48Q: 3 clusters Score -3007093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3007102.250000 Penalty: 4769.208008
	Iteration 49Q: 3 clusters Score -3007102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3007109.250000 Penalty: 4769.208008
	Iteration 50Q: 3 clusters Score -3007109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3007116.000000 Penalty: 4769.208008
	Iteration 51Q: 3 clusters Score -3007116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3007125.500000 Penalty: 4769.208008
	Iteration 52Q: 3 clusters Score -3007126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3007136.250000 Penalty: 4769.208008
	Iteration 53Q: 3 clusters Score -3007136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3007143.750000 Penalty: 4769.208008
	Iteration 54Q: 3 clusters Score -3007144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3007148.250000 Penalty: 4769.208008
	Iteration 55Q: 3 clusters Score -3007148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3007149.500000 Penalty: 4769.208008
	Iteration 56Q: 3 clusters Score -3007150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3007154.000000 Penalty: 4769.208008
	Iteration 57Q: 3 clusters Score -3007154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3007160.750000 Penalty: 4769.208008
	Iteration 58Q: 3 clusters Score -3007161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3007171.000000 Penalty: 4769.208008
	Iteration 59Q: 3 clusters Score -3007171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3007178.000000 Penalty: 4769.208008
	Iteration 60F: 3 clusters Score -3007178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3007189.000000 Penalty: 4769.208008
	Iteration 61Q: 3 clusters Score -3007189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3007190.500000 Penalty: 4769.208008
	Iteration 62Q: 3 clusters Score -3007190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3007193.750000 Penalty: 4769.208008
	Iteration 63Q: 3 clusters Score -3007194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3007198.750000 Penalty: 4769.208008
	Iteration 64Q: 3 clusters Score -3007199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3007209.250000 Penalty: 4769.208008
	Iteration 65Q: 3 clusters Score -3007209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3007209.000000 Penalty: 4769.208008
	Iteration 66Q: 3 clusters Score -3007209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3007209.250000 Penalty: 4769.208008
	Iteration 67Q: 3 clusters Score -3007209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3007219.500000 Penalty: 4769.208008
	Iteration 68Q: 3 clusters Score -3007220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3007218.000000 Penalty: 4769.208008
	Iteration 69Q: 3 clusters Score -3007218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3007231.750000 Penalty: 4769.208008
	Iteration 70Q: 3 clusters Score -3007232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3007231.750000 Penalty: 4769.208008
	Iteration 71Q: 3 clusters Score -3007232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3007240.000000 Penalty: 4769.208008
	Iteration 72Q: 3 clusters Score -3007240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3007248.500000 Penalty: 4769.208008
	Iteration 73Q: 3 clusters Score -3007248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3007245.250000 Penalty: 4769.208008
	Iteration 74Q: 3 clusters Score -3007245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3007250.000000 Penalty: 4769.208008
	Iteration 75Q: 3 clusters Score -3007250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3007247.750000 Penalty: 4769.208008
	Iteration 76Q: 3 clusters Score -3007248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3007250.250000 Penalty: 4769.208008
	Iteration 77Q: 3 clusters Score -3007250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3007248.250000 Penalty: 4769.208008
	Iteration 78Q: 3 clusters Score -3007248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3007251.250000 Penalty: 4769.208008
	Iteration 79Q: 3 clusters Score -3007251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3007251.250000 Penalty: 4769.208008
	Iteration 80F: 3 clusters Score -3007251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -497010.500000 Penalty: 1953.500488
	Iteration 0F: 2 clusters Score -497010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -494031.343750 Penalty: 3907.000977
	Iteration 0F: 3 clusters Score -494031.3 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -494584.843750 Penalty: 3907.000977
	Iteration 1F: 3 clusters Score -494584.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -494741.437500 Penalty: 3907.000977
	Iteration 2F: 3 clusters Score -494741.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -494839.906250 Penalty: 3907.000977
	Iteration 3Q: 3 clusters Score -494839.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -494908.625000 Penalty: 3907.000977
	Iteration 4Q: 3 clusters Score -494908.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -494962.843750 Penalty: 3907.000977
	Iteration 5Q: 3 clusters Score -494962.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -495003.968750 Penalty: 3907.000977
	Iteration 6Q: 3 clusters Score -495004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -495037.343750 Penalty: 3907.000977
	Iteration 7Q: 3 clusters Score -495037.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -495064.625000 Penalty: 3907.000977
	Iteration 8Q: 3 clusters Score -495064.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -495086.031250 Penalty: 3907.000977
	Iteration 9Q: 3 clusters Score -495086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -495107.281250 Penalty: 3907.000977
	Iteration 10Q: 3 clusters Score -495107.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -495129.406250 Penalty: 3907.000977
	Iteration 11Q: 3 clusters Score -495129.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -495136.250000 Penalty: 3907.000977
	Iteration 12Q: 3 clusters Score -495136.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -495144.625000 Penalty: 3907.000977
	Iteration 13Q: 3 clusters Score -495144.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -495149.875000 Penalty: 3907.000977
	Iteration 14Q: 3 clusters Score -495149.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -495154.656250 Penalty: 3907.000977
	Iteration 15Q: 3 clusters Score -495154.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -495156.468750 Penalty: 3907.000977
	Iteration 16Q: 3 clusters Score -495156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -495158.156250 Penalty: 3907.000977
	Iteration 17Q: 3 clusters Score -495158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -495158.687500 Penalty: 3907.000977
	Iteration 18Q: 3 clusters Score -495158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -495159.406250 Penalty: 3907.000977
	Iteration 19Q: 3 clusters Score -495159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -495159.781250 Penalty: 3907.000977
	Iteration 20F: 3 clusters Score -495159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (41316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Entering Unmasked Estep 
Score: -8094807.000000 Penalty: 2635.993408
	Iteration 0F: 2 clusters Score -8094807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -8066963.500000 Penalty: 5271.986816
	Iteration 0F: 3 clusters Score -8066964 nChanged 18916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -8077321.000000 Penalty: 5271.986816
	Iteration 1F: 3 clusters Score -8077321 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -8077999.500000 Penalty: 5271.986816
	Iteration 2Q: 3 clusters Score -8078000 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -8078779.000000 Penalty: 5271.986816
	Iteration 3Q: 3 clusters Score -8078779 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -8079796.500000 Penalty: 5271.986816
	Iteration 4F: 3 clusters Score -8079796 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -8081323.000000 Penalty: 5271.986816
	Iteration 5F: 3 clusters Score -8081323 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -8083481.000000 Penalty: 5271.986816
	Iteration 6F: 3 clusters Score -8083481 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -8085835.500000 Penalty: 5271.986816
	Iteration 7F: 3 clusters Score -8085836 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -8088050.000000 Penalty: 5271.986816
	Iteration 8F: 3 clusters Score -8088050 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -8090197.000000 Penalty: 5271.986816
	Iteration 9F: 3 clusters Score -8090197 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -8091814.000000 Penalty: 5271.986816
	Iteration 10Q: 3 clusters Score -8091814 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8092466.000000 Penalty: 5271.986816
	Iteration 11Q: 3 clusters Score -8092466 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8092733.500000 Penalty: 5271.986816
	Iteration 12Q: 3 clusters Score -8092734 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8092935.000000 Penalty: 5271.986816
	Iteration 13Q: 3 clusters Score -8092935 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8093041.500000 Penalty: 5271.986816
	Iteration 14Q: 3 clusters Score -8093042 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8093110.000000 Penalty: 5271.986816
	Iteration 15Q: 3 clusters Score -8093110 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8093135.500000 Penalty: 5271.986816
	Iteration 16Q: 3 clusters Score -8093136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -8093191.500000 Penalty: 5271.986816
	Iteration 17Q: 3 clusters Score -8093192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8093236.000000 Penalty: 5271.986816
	Iteration 18Q: 3 clusters Score -8093236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8093265.000000 Penalty: 5271.986816
	Iteration 19Q: 3 clusters Score -8093265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8093283.500000 Penalty: 5271.986816
	Iteration 20F: 3 clusters Score -8093284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8093298.500000 Penalty: 5271.986816
	Iteration 21Q: 3 clusters Score -8093298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8093300.500000 Penalty: 5271.986816
	Iteration 22Q: 3 clusters Score -8093300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8093310.000000 Penalty: 5271.986816
	Iteration 23Q: 3 clusters Score -8093310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8093321.500000 Penalty: 5271.986816
	Iteration 24Q: 3 clusters Score -8093322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8093317.000000 Penalty: 5271.986816
	Iteration 25Q: 3 clusters Score -8093317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8093327.500000 Penalty: 5271.986816
	Iteration 26Q: 3 clusters Score -8093328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8093326.000000 Penalty: 5271.986816
	Iteration 27Q: 3 clusters Score -8093326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8093330.500000 Penalty: 5271.986816
	Iteration 28Q: 3 clusters Score -8093330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8093324.000000 Penalty: 5271.986816
	Iteration 29Q: 3 clusters Score -8093324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8093318.000000 Penalty: 5271.986816
	Iteration 30Q: 3 clusters Score -8093318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8093320.000000 Penalty: 5271.986816
	Iteration 31Q: 3 clusters Score -8093320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8093320.000000 Penalty: 5271.986816
	Iteration 32F: 3 clusters Score -8093320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 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 283 members 
Entering Unmasked Estep 
Score: -97655.515625 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97655.52 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97837.914062 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97837.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97892.421875 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -97892.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -97913.218750 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -97913.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97921.039062 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -97921.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97929.257812 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -97929.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97937.195312 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -97937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97943.289062 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -97943.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97959.867188 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -97959.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -97966.281250 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -97966.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97967.085938 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -97967.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97967.085938 Penalty: 3152.629395
	Iteration 11F: 3 clusters Score -97967.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -430712.125000 Penalty: 1934.440430
	Iteration 0F: 2 clusters Score -430712.1 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 1241 members 
Entering Unmasked Estep 
Score: -427899.156250 Penalty: 3868.880859
	Iteration 0F: 3 clusters Score -427899.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -428657.406250 Penalty: 3868.880859
	Iteration 1F: 3 clusters Score -428657.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -428960.375000 Penalty: 3868.880859
	Iteration 2F: 3 clusters Score -428960.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -429195.156250 Penalty: 3868.880859
	Iteration 3F: 3 clusters Score -429195.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -429444.468750 Penalty: 3868.880859
	Iteration 4F: 3 clusters Score -429444.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -429691.875000 Penalty: 3868.880859
	Iteration 5F: 3 clusters Score -429691.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -429902.375000 Penalty: 3868.880859
	Iteration 6Q: 3 clusters Score -429902.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -430062.750000 Penalty: 3868.880859
	Iteration 7Q: 3 clusters Score -430062.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -430163.031250 Penalty: 3868.880859
	Iteration 8Q: 3 clusters Score -430163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -430219.843750 Penalty: 3868.880859
	Iteration 9Q: 3 clusters Score -430219.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -430252.906250 Penalty: 3868.880859
	Iteration 10Q: 3 clusters Score -430252.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -430284.250000 Penalty: 3868.880859
	Iteration 11Q: 3 clusters Score -430284.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -430302.187500 Penalty: 3868.880859
	Iteration 12Q: 3 clusters Score -430302.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -430322.093750 Penalty: 3868.880859
	Iteration 13Q: 3 clusters Score -430322.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -430329.531250 Penalty: 3868.880859
	Iteration 14Q: 3 clusters Score -430329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -430332.281250 Penalty: 3868.880859
	Iteration 15Q: 3 clusters Score -430332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -430333.312500 Penalty: 3868.880859
	Iteration 16Q: 3 clusters Score -430333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -430334.468750 Penalty: 3868.880859
	Iteration 17Q: 3 clusters Score -430334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -430334.781250 Penalty: 3868.880859
	Iteration 18Q: 3 clusters Score -430334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -430335.406250 Penalty: 3868.880859
	Iteration 19Q: 3 clusters Score -430335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -430335.406250 Penalty: 3868.880859
	Iteration 20F: 3 clusters Score -430335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Entering Unmasked Estep 
Score: -4337518.500000 Penalty: 2463.202637
	Iteration 0F: 2 clusters Score -4337518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4325297.000000 Penalty: 4926.405273
	Iteration 0F: 3 clusters Score -4325297 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4330108.500000 Penalty: 4926.405273
	Iteration 1F: 3 clusters Score -4330108 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -4330468.000000 Penalty: 4926.405273
	Iteration 2F: 3 clusters Score -4330468 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4330825.500000 Penalty: 4926.405273
	Iteration 3Q: 3 clusters Score -4330826 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4331171.500000 Penalty: 4926.405273
	Iteration 4Q: 3 clusters Score -4331172 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -4331531.000000 Penalty: 4926.405273
	Iteration 5Q: 3 clusters Score -4331531 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4331825.500000 Penalty: 4926.405273
	Iteration 6Q: 3 clusters Score -4331826 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4332215.500000 Penalty: 4926.405273
	Iteration 7Q: 3 clusters Score -4332216 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4332579.500000 Penalty: 4926.405273
	Iteration 8Q: 3 clusters Score -4332580 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4333002.500000 Penalty: 4926.405273
	Iteration 9F: 3 clusters Score -4333002 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4333376.000000 Penalty: 4926.405273
	Iteration 10Q: 3 clusters Score -4333376 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4333742.000000 Penalty: 4926.405273
	Iteration 11Q: 3 clusters Score -4333742 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4334076.000000 Penalty: 4926.405273
	Iteration 12Q: 3 clusters Score -4334076 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4334466.000000 Penalty: 4926.405273
	Iteration 13Q: 3 clusters Score -4334466 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4334694.500000 Penalty: 4926.405273
	Iteration 14Q: 3 clusters Score -4334694 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4334863.500000 Penalty: 4926.405273
	Iteration 15Q: 3 clusters Score -4334864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4334982.500000 Penalty: 4926.405273
	Iteration 16Q: 3 clusters Score -4334982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4335072.500000 Penalty: 4926.405273
	Iteration 17Q: 3 clusters Score -4335072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4335144.000000 Penalty: 4926.405273
	Iteration 18Q: 3 clusters Score -4335144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4335203.500000 Penalty: 4926.405273
	Iteration 19Q: 3 clusters Score -4335204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4335257.500000 Penalty: 4926.405273
	Iteration 20F: 3 clusters Score -4335258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4335288.000000 Penalty: 4926.405273
	Iteration 21Q: 3 clusters Score -4335288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4335297.000000 Penalty: 4926.405273
	Iteration 22Q: 3 clusters Score -4335297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4335321.500000 Penalty: 4926.405273
	Iteration 23Q: 3 clusters Score -4335322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4335333.000000 Penalty: 4926.405273
	Iteration 24Q: 3 clusters Score -4335333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4335343.000000 Penalty: 4926.405273
	Iteration 25Q: 3 clusters Score -4335343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4335361.000000 Penalty: 4926.405273
	Iteration 26Q: 3 clusters Score -4335361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4335361.500000 Penalty: 4926.405273
	Iteration 27Q: 3 clusters Score -4335362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4335363.000000 Penalty: 4926.405273
	Iteration 28Q: 3 clusters Score -4335363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4335361.500000 Penalty: 4926.405273
	Iteration 29Q: 3 clusters Score -4335362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4335365.000000 Penalty: 4926.405273
	Iteration 30Q: 3 clusters Score -4335365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4335368.500000 Penalty: 4926.405273
	Iteration 31Q: 3 clusters Score -4335368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4335367.500000 Penalty: 4926.405273
	Iteration 32Q: 3 clusters Score -4335368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4335368.500000 Penalty: 4926.405273
	Iteration 33Q: 3 clusters Score -4335368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4335374.000000 Penalty: 4926.405273
	Iteration 34Q: 3 clusters Score -4335374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4335375.000000 Penalty: 4926.405273
	Iteration 35Q: 3 clusters Score -4335375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4335375.500000 Penalty: 4926.405273
	Iteration 36Q: 3 clusters Score -4335376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4335385.000000 Penalty: 4926.405273
	Iteration 37Q: 3 clusters Score -4335385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4335392.500000 Penalty: 4926.405273
	Iteration 38Q: 3 clusters Score -4335392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4335396.500000 Penalty: 4926.405273
	Iteration 39Q: 3 clusters Score -4335396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4335398.500000 Penalty: 4926.405273
	Iteration 40F: 3 clusters Score -4335398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -1212057.625000 Penalty: 2172.592285
	Iteration 0F: 2 clusters Score -1212058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1206605.375000 Penalty: 4345.184570
	Iteration 0F: 3 clusters Score -1206605 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1208032.125000 Penalty: 4345.184570
	Iteration 1F: 3 clusters Score -1208032 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1208301.250000 Penalty: 4345.184570
	Iteration 2F: 3 clusters Score -1208301 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1208457.250000 Penalty: 4345.184570
	Iteration 3F: 3 clusters Score -1208457 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1208563.750000 Penalty: 4345.184570
	Iteration 4Q: 3 clusters Score -1208564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1208646.000000 Penalty: 4345.184570
	Iteration 5Q: 3 clusters Score -1208646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1208727.750000 Penalty: 4345.184570
	Iteration 6Q: 3 clusters Score -1208728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1208793.000000 Penalty: 4345.184570
	Iteration 7Q: 3 clusters Score -1208793 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1208851.125000 Penalty: 4345.184570
	Iteration 8Q: 3 clusters Score -1208851 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1208898.625000 Penalty: 4345.184570
	Iteration 9Q: 3 clusters Score -1208899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1208939.625000 Penalty: 4345.184570
	Iteration 10Q: 3 clusters Score -1208940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1208977.750000 Penalty: 4345.184570
	Iteration 11Q: 3 clusters Score -1208978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1209017.500000 Penalty: 4345.184570
	Iteration 12Q: 3 clusters Score -1209018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1209052.875000 Penalty: 4345.184570
	Iteration 13Q: 3 clusters Score -1209053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1209081.375000 Penalty: 4345.184570
	Iteration 14Q: 3 clusters Score -1209081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1209115.125000 Penalty: 4345.184570
	Iteration 15Q: 3 clusters Score -1209115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1209132.000000 Penalty: 4345.184570
	Iteration 16Q: 3 clusters Score -1209132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1209149.750000 Penalty: 4345.184570
	Iteration 17Q: 3 clusters Score -1209150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1209164.375000 Penalty: 4345.184570
	Iteration 18Q: 3 clusters Score -1209164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1209178.250000 Penalty: 4345.184570
	Iteration 19Q: 3 clusters Score -1209178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1209192.500000 Penalty: 4345.184570
	Iteration 20F: 3 clusters Score -1209192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1209219.375000 Penalty: 4345.184570
	Iteration 21Q: 3 clusters Score -1209219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1209246.375000 Penalty: 4345.184570
	Iteration 22Q: 3 clusters Score -1209246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1209272.875000 Penalty: 4345.184570
	Iteration 23Q: 3 clusters Score -1209273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1209296.000000 Penalty: 4345.184570
	Iteration 24Q: 3 clusters Score -1209296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1209325.500000 Penalty: 4345.184570
	Iteration 25Q: 3 clusters Score -1209326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1209347.000000 Penalty: 4345.184570
	Iteration 26Q: 3 clusters Score -1209347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1209370.875000 Penalty: 4345.184570
	Iteration 27Q: 3 clusters Score -1209371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1209397.250000 Penalty: 4345.184570
	Iteration 28Q: 3 clusters Score -1209397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1209426.500000 Penalty: 4345.184570
	Iteration 29Q: 3 clusters Score -1209426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1209448.250000 Penalty: 4345.184570
	Iteration 30Q: 3 clusters Score -1209448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1209468.750000 Penalty: 4345.184570
	Iteration 31Q: 3 clusters Score -1209469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1209485.875000 Penalty: 4345.184570
	Iteration 32Q: 3 clusters Score -1209486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1209505.500000 Penalty: 4345.184570
	Iteration 33Q: 3 clusters Score -1209506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1209524.125000 Penalty: 4345.184570
	Iteration 34Q: 3 clusters Score -1209524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1209541.500000 Penalty: 4345.184570
	Iteration 35Q: 3 clusters Score -1209542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1209555.125000 Penalty: 4345.184570
	Iteration 36Q: 3 clusters Score -1209555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1209566.750000 Penalty: 4345.184570
	Iteration 37Q: 3 clusters Score -1209567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1209573.875000 Penalty: 4345.184570
	Iteration 38Q: 3 clusters Score -1209574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1209579.625000 Penalty: 4345.184570
	Iteration 39Q: 3 clusters Score -1209580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1209591.500000 Penalty: 4345.184570
	Iteration 40F: 3 clusters Score -1209592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1209601.875000 Penalty: 4345.184570
	Iteration 41Q: 3 clusters Score -1209602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1209617.250000 Penalty: 4345.184570
	Iteration 42Q: 3 clusters Score -1209617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1209626.625000 Penalty: 4345.184570
	Iteration 43Q: 3 clusters Score -1209627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1209641.625000 Penalty: 4345.184570
	Iteration 44Q: 3 clusters Score -1209642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1209653.500000 Penalty: 4345.184570
	Iteration 45Q: 3 clusters Score -1209654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1209661.125000 Penalty: 4345.184570
	Iteration 46Q: 3 clusters Score -1209661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1209668.875000 Penalty: 4345.184570
	Iteration 47Q: 3 clusters Score -1209669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1209675.000000 Penalty: 4345.184570
	Iteration 48Q: 3 clusters Score -1209675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1209683.625000 Penalty: 4345.184570
	Iteration 49Q: 3 clusters Score -1209684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1209689.875000 Penalty: 4345.184570
	Iteration 50Q: 3 clusters Score -1209690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1209695.625000 Penalty: 4345.184570
	Iteration 51Q: 3 clusters Score -1209696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1209701.125000 Penalty: 4345.184570
	Iteration 52Q: 3 clusters Score -1209701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1209707.500000 Penalty: 4345.184570
	Iteration 53Q: 3 clusters Score -1209708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1209714.500000 Penalty: 4345.184570
	Iteration 54Q: 3 clusters Score -1209714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1209719.000000 Penalty: 4345.184570
	Iteration 55Q: 3 clusters Score -1209719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1209720.000000 Penalty: 4345.184570
	Iteration 56Q: 3 clusters Score -1209720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1209724.125000 Penalty: 4345.184570
	Iteration 57Q: 3 clusters Score -1209724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1209725.000000 Penalty: 4345.184570
	Iteration 58Q: 3 clusters Score -1209725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1209731.000000 Penalty: 4345.184570
	Iteration 59Q: 3 clusters Score -1209731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1209731.375000 Penalty: 4345.184570
	Iteration 60F: 3 clusters Score -1209731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1209737.875000 Penalty: 4345.184570
	Iteration 61Q: 3 clusters Score -1209738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1209738.125000 Penalty: 4345.184570
	Iteration 62Q: 3 clusters Score -1209738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1209741.875000 Penalty: 4345.184570
	Iteration 63Q: 3 clusters Score -1209742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1209745.000000 Penalty: 4345.184570
	Iteration 64Q: 3 clusters Score -1209745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1209747.750000 Penalty: 4345.184570
	Iteration 65Q: 3 clusters Score -1209748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1209753.625000 Penalty: 4345.184570
	Iteration 66Q: 3 clusters Score -1209754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1209755.125000 Penalty: 4345.184570
	Iteration 67Q: 3 clusters Score -1209755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1209755.125000 Penalty: 4345.184570
	Iteration 68Q: 3 clusters Score -1209755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1209755.375000 Penalty: 4345.184570
	Iteration 69Q: 3 clusters Score -1209755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1209761.375000 Penalty: 4345.184570
	Iteration 70Q: 3 clusters Score -1209761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1209761.000000 Penalty: 4345.184570
	Iteration 71Q: 3 clusters Score -1209761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1209765.625000 Penalty: 4345.184570
	Iteration 72Q: 3 clusters Score -1209766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1209765.625000 Penalty: 4345.184570
	Iteration 73Q: 3 clusters Score -1209766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1209766.375000 Penalty: 4345.184570
	Iteration 74Q: 3 clusters Score -1209766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1209773.125000 Penalty: 4345.184570
	Iteration 75Q: 3 clusters Score -1209773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1209772.500000 Penalty: 4345.184570
	Iteration 76Q: 3 clusters Score -1209772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1209774.625000 Penalty: 4345.184570
	Iteration 77Q: 3 clusters Score -1209775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1209778.875000 Penalty: 4345.184570
	Iteration 78Q: 3 clusters Score -1209779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1209785.500000 Penalty: 4345.184570
	Iteration 79Q: 3 clusters Score -1209786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1209786.125000 Penalty: 4345.184570
	Iteration 80F: 3 clusters Score -1209786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1209788.000000 Penalty: 4345.184570
	Iteration 81Q: 3 clusters Score -1209788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1209788.250000 Penalty: 4345.184570
	Iteration 82Q: 3 clusters Score -1209788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1209789.750000 Penalty: 4345.184570
	Iteration 83Q: 3 clusters Score -1209790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1209793.250000 Penalty: 4345.184570
	Iteration 84Q: 3 clusters Score -1209793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1209798.000000 Penalty: 4345.184570
	Iteration 85Q: 3 clusters Score -1209798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1209804.750000 Penalty: 4345.184570
	Iteration 86Q: 3 clusters Score -1209805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1209806.625000 Penalty: 4345.184570
	Iteration 87Q: 3 clusters Score -1209807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1209809.375000 Penalty: 4345.184570
	Iteration 88Q: 3 clusters Score -1209809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1209814.250000 Penalty: 4345.184570
	Iteration 89Q: 3 clusters Score -1209814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1209814.500000 Penalty: 4345.184570
	Iteration 90Q: 3 clusters Score -1209814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1209814.375000 Penalty: 4345.184570
	Iteration 91Q: 3 clusters Score -1209814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1209818.875000 Penalty: 4345.184570
	Iteration 92Q: 3 clusters Score -1209819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1209818.875000 Penalty: 4345.184570
	Iteration 93F: 3 clusters Score -1209819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -579405.875000 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -579405.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -576134.812500 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -576134.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -576859.375000 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -576859.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -577095.750000 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -577095.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -577232.187500 Penalty: 3984.211914
	Iteration 3F: 3 clusters Score -577232.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -577329.437500 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -577329.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -577393.687500 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -577393.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -577444.875000 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -577444.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -577490.875000 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -577490.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -577535.062500 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -577535.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -577568.312500 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -577568.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -577591.125000 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -577591.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -577609.312500 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -577609.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -577628.437500 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -577628.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -577645.125000 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -577645.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -577654.937500 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -577654.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -577661.500000 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -577661.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -577673.375000 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -577673.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -577681.062500 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -577681.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -577688.062500 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -577688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -577694.125000 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -577694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -577698.312500 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -577698.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -577702.687500 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -577702.7 nChanged 11
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: -577710.312500 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -577710.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -577715.500000 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -577715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -577719.875000 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -577719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -577722.625000 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -577722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -577725.812500 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -577725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -577729.000000 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -577729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -577736.375000 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -577736.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -577745.937500 Penalty: 3984.211914
	Iteration 29Q: 3 clusters Score -577745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -577757.500000 Penalty: 3984.211914
	Iteration 30Q: 3 clusters Score -577757.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -577770.500000 Penalty: 3984.211914
	Iteration 31Q: 3 clusters Score -577770.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -577782.937500 Penalty: 3984.211914
	Iteration 32Q: 3 clusters Score -577782.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -577793.375000 Penalty: 3984.211914
	Iteration 33Q: 3 clusters Score -577793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -577799.375000 Penalty: 3984.211914
	Iteration 34Q: 3 clusters Score -577799.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -577806.937500 Penalty: 3984.211914
	Iteration 35Q: 3 clusters Score -577806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -577812.750000 Penalty: 3984.211914
	Iteration 36Q: 3 clusters Score -577812.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -577823.062500 Penalty: 3984.211914
	Iteration 37Q: 3 clusters Score -577823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -577831.750000 Penalty: 3984.211914
	Iteration 38Q: 3 clusters Score -577831.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -577842.375000 Penalty: 3984.211914
	Iteration 39Q: 3 clusters Score -577842.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -577851.125000 Penalty: 3984.211914
	Iteration 40F: 3 clusters Score -577851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -577858.000000 Penalty: 3984.211914
	Iteration 41Q: 3 clusters Score -577858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -577859.937500 Penalty: 3984.211914
	Iteration 42Q: 3 clusters Score -577859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -577864.812500 Penalty: 3984.211914
	Iteration 43Q: 3 clusters Score -577864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -577868.875000 Penalty: 3984.211914
	Iteration 44Q: 3 clusters Score -577868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -577870.312500 Penalty: 3984.211914
	Iteration 45Q: 3 clusters Score -577870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -577871.312500 Penalty: 3984.211914
	Iteration 46Q: 3 clusters Score -577871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -577871.312500 Penalty: 3984.211914
	Iteration 47F: 3 clusters Score -577871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Entering Unmasked Estep 
Score: -3068770.250000 Penalty: 2379.979248
	Iteration 0F: 2 clusters Score -3068770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3058334.500000 Penalty: 4759.958496
	Iteration 0F: 3 clusters Score -3058334 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3061789.750000 Penalty: 4759.958496
	Iteration 1F: 3 clusters Score -3061790 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3062086.250000 Penalty: 4759.958496
	Iteration 2F: 3 clusters Score -3062086 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3062268.750000 Penalty: 4759.958496
	Iteration 3Q: 3 clusters Score -3062269 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3062409.500000 Penalty: 4759.958496
	Iteration 4Q: 3 clusters Score -3062410 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3062534.000000 Penalty: 4759.958496
	Iteration 5Q: 3 clusters Score -3062534 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3062611.500000 Penalty: 4759.958496
	Iteration 6Q: 3 clusters Score -3062612 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3062691.500000 Penalty: 4759.958496
	Iteration 7Q: 3 clusters Score -3062692 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3062730.000000 Penalty: 4759.958496
	Iteration 8Q: 3 clusters Score -3062730 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3062789.750000 Penalty: 4759.958496
	Iteration 9Q: 3 clusters Score -3062790 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3062858.500000 Penalty: 4759.958496
	Iteration 10Q: 3 clusters Score -3062858 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3062935.750000 Penalty: 4759.958496
	Iteration 11Q: 3 clusters Score -3062936 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3063045.750000 Penalty: 4759.958496
	Iteration 12Q: 3 clusters Score -3063046 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3063144.250000 Penalty: 4759.958496
	Iteration 13Q: 3 clusters Score -3063144 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3063275.750000 Penalty: 4759.958496
	Iteration 14Q: 3 clusters Score -3063276 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3063428.250000 Penalty: 4759.958496
	Iteration 15Q: 3 clusters Score -3063428 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3063601.750000 Penalty: 4759.958496
	Iteration 16Q: 3 clusters Score -3063602 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3063773.250000 Penalty: 4759.958496
	Iteration 17Q: 3 clusters Score -3063773 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3063946.500000 Penalty: 4759.958496
	Iteration 18Q: 3 clusters Score -3063946 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3064163.500000 Penalty: 4759.958496
	Iteration 19Q: 3 clusters Score -3064164 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3064424.500000 Penalty: 4759.958496
	Iteration 20F: 3 clusters Score -3064424 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3064713.750000 Penalty: 4759.958496
	Iteration 21Q: 3 clusters Score -3064714 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3065064.250000 Penalty: 4759.958496
	Iteration 22Q: 3 clusters Score -3065064 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3065410.250000 Penalty: 4759.958496
	Iteration 23Q: 3 clusters Score -3065410 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3065751.250000 Penalty: 4759.958496
	Iteration 24Q: 3 clusters Score -3065751 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -3066001.000000 Penalty: 4759.958496
	Iteration 25Q: 3 clusters Score -3066001 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3066167.000000 Penalty: 4759.958496
	Iteration 26Q: 3 clusters Score -3066167 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3066276.000000 Penalty: 4759.958496
	Iteration 27Q: 3 clusters Score -3066276 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3066370.000000 Penalty: 4759.958496
	Iteration 28Q: 3 clusters Score -3066370 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3066447.250000 Penalty: 4759.958496
	Iteration 29Q: 3 clusters Score -3066447 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3066519.250000 Penalty: 4759.958496
	Iteration 30Q: 3 clusters Score -3066519 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3066580.250000 Penalty: 4759.958496
	Iteration 31Q: 3 clusters Score -3066580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3066605.250000 Penalty: 4759.958496
	Iteration 32Q: 3 clusters Score -3066605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3066649.750000 Penalty: 4759.958496
	Iteration 33Q: 3 clusters Score -3066650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3066678.250000 Penalty: 4759.958496
	Iteration 34Q: 3 clusters Score -3066678 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3066708.250000 Penalty: 4759.958496
	Iteration 35Q: 3 clusters Score -3066708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3066713.750000 Penalty: 4759.958496
	Iteration 36Q: 3 clusters Score -3066714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3066739.250000 Penalty: 4759.958496
	Iteration 37Q: 3 clusters Score -3066739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3066750.500000 Penalty: 4759.958496
	Iteration 38Q: 3 clusters Score -3066750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3066765.750000 Penalty: 4759.958496
	Iteration 39Q: 3 clusters Score -3066766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3066771.500000 Penalty: 4759.958496
	Iteration 40F: 3 clusters Score -3066772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3066789.500000 Penalty: 4759.958496
	Iteration 41Q: 3 clusters Score -3066790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3066804.750000 Penalty: 4759.958496
	Iteration 42Q: 3 clusters Score -3066805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3066821.750000 Penalty: 4759.958496
	Iteration 43Q: 3 clusters Score -3066822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3066841.750000 Penalty: 4759.958496
	Iteration 44Q: 3 clusters Score -3066842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3066850.750000 Penalty: 4759.958496
	Iteration 45Q: 3 clusters Score -3066851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3066864.250000 Penalty: 4759.958496
	Iteration 46Q: 3 clusters Score -3066864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3066877.500000 Penalty: 4759.958496
	Iteration 47Q: 3 clusters Score -3066878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3066877.250000 Penalty: 4759.958496
	Iteration 48Q: 3 clusters Score -3066877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3066878.000000 Penalty: 4759.958496
	Iteration 49Q: 3 clusters Score -3066878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3066883.000000 Penalty: 4759.958496
	Iteration 50Q: 3 clusters Score -3066883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3066879.250000 Penalty: 4759.958496
	Iteration 51Q: 3 clusters Score -3066879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3066884.500000 Penalty: 4759.958496
	Iteration 52Q: 3 clusters Score -3066884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3066889.000000 Penalty: 4759.958496
	Iteration 53Q: 3 clusters Score -3066889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3066886.500000 Penalty: 4759.958496
	Iteration 54Q: 3 clusters Score -3066886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3066893.000000 Penalty: 4759.958496
	Iteration 55Q: 3 clusters Score -3066893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3066889.000000 Penalty: 4759.958496
	Iteration 56Q: 3 clusters Score -3066889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3066908.000000 Penalty: 4759.958496
	Iteration 57Q: 3 clusters Score -3066908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3066905.750000 Penalty: 4759.958496
	Iteration 58Q: 3 clusters Score -3066906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3066905.250000 Penalty: 4759.958496
	Iteration 59Q: 3 clusters Score -3066905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3066911.000000 Penalty: 4759.958496
	Iteration 60F: 3 clusters Score -3066911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3066912.000000 Penalty: 4759.958496
	Iteration 61Q: 3 clusters Score -3066912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3066912.250000 Penalty: 4759.958496
	Iteration 62Q: 3 clusters Score -3066912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3066925.250000 Penalty: 4759.958496
	Iteration 63Q: 3 clusters Score -3066925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3066925.000000 Penalty: 4759.958496
	Iteration 64Q: 3 clusters Score -3066925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3066931.250000 Penalty: 4759.958496
	Iteration 65Q: 3 clusters Score -3066931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3066924.500000 Penalty: 4759.958496
	Iteration 66Q: 3 clusters Score -3066924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3066924.750000 Penalty: 4759.958496
	Iteration 67Q: 3 clusters Score -3066925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3066930.000000 Penalty: 4759.958496
	Iteration 68Q: 3 clusters Score -3066930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3066931.750000 Penalty: 4759.958496
	Iteration 69Q: 3 clusters Score -3066932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3066933.750000 Penalty: 4759.958496
	Iteration 70Q: 3 clusters Score -3066934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3066935.000000 Penalty: 4759.958496
	Iteration 71Q: 3 clusters Score -3066935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3066931.500000 Penalty: 4759.958496
	Iteration 72Q: 3 clusters Score -3066932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3066935.250000 Penalty: 4759.958496
	Iteration 73Q: 3 clusters Score -3066935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3066932.250000 Penalty: 4759.958496
	Iteration 74Q: 3 clusters Score -3066932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3066932.750000 Penalty: 4759.958496
	Iteration 75Q: 3 clusters Score -3066933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3066929.750000 Penalty: 4759.958496
	Iteration 76Q: 3 clusters Score -3066930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3066932.250000 Penalty: 4759.958496
	Iteration 77Q: 3 clusters Score -3066932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3066932.000000 Penalty: 4759.958496
	Iteration 78Q: 3 clusters Score -3066932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3066933.500000 Penalty: 4759.958496
	Iteration 79Q: 3 clusters Score -3066934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3066933.500000 Penalty: 4759.958496
	Iteration 80F: 3 clusters Score -3066934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (26584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Entering Unmasked Estep 
Score: -5180473.000000 Penalty: 2526.640137
	Iteration 0F: 2 clusters Score -5180473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -5162412.000000 Penalty: 5053.280273
	Iteration 0F: 3 clusters Score -5162412 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -5168770.500000 Penalty: 5053.280273
	Iteration 1F: 3 clusters Score -5168770 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -5169143.000000 Penalty: 5053.280273
	Iteration 2Q: 3 clusters Score -5169143 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5169476.000000 Penalty: 5053.280273
	Iteration 3Q: 3 clusters Score -5169476 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -5169818.000000 Penalty: 5053.280273
	Iteration 4Q: 3 clusters Score -5169818 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -5170190.500000 Penalty: 5053.280273
	Iteration 5Q: 3 clusters Score -5170190 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -5170736.500000 Penalty: 5053.280273
	Iteration 6Q: 3 clusters Score -5170736 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5171539.000000 Penalty: 5053.280273
	Iteration 7F: 3 clusters Score -5171539 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5172807.000000 Penalty: 5053.280273
	Iteration 8F: 3 clusters Score -5172807 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5174381.000000 Penalty: 5053.280273
	Iteration 9F: 3 clusters Score -5174381 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5175873.500000 Penalty: 5053.280273
	Iteration 10F: 3 clusters Score -5175874 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5177001.000000 Penalty: 5053.280273
	Iteration 11Q: 3 clusters Score -5177001 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5177570.500000 Penalty: 5053.280273
	Iteration 12Q: 3 clusters Score -5177570 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5177866.500000 Penalty: 5053.280273
	Iteration 13Q: 3 clusters Score -5177866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5178039.500000 Penalty: 5053.280273
	Iteration 14Q: 3 clusters Score -5178040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5178093.500000 Penalty: 5053.280273
	Iteration 15Q: 3 clusters Score -5178094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5178131.000000 Penalty: 5053.280273
	Iteration 16Q: 3 clusters Score -5178131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5178165.500000 Penalty: 5053.280273
	Iteration 17Q: 3 clusters Score -5178166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5178193.500000 Penalty: 5053.280273
	Iteration 18Q: 3 clusters Score -5178194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5178224.000000 Penalty: 5053.280273
	Iteration 19Q: 3 clusters Score -5178224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5178227.000000 Penalty: 5053.280273
	Iteration 20F: 3 clusters Score -5178227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5178235.000000 Penalty: 5053.280273
	Iteration 21Q: 3 clusters Score -5178235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5178242.000000 Penalty: 5053.280273
	Iteration 22Q: 3 clusters Score -5178242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5178245.500000 Penalty: 5053.280273
	Iteration 23Q: 3 clusters Score -5178246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5178244.000000 Penalty: 5053.280273
	Iteration 24Q: 3 clusters Score -5178244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5178249.000000 Penalty: 5053.280273
	Iteration 25Q: 3 clusters Score -5178249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5178251.500000 Penalty: 5053.280273
	Iteration 26Q: 3 clusters Score -5178252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5178260.500000 Penalty: 5053.280273
	Iteration 27Q: 3 clusters Score -5178260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5178254.500000 Penalty: 5053.280273
	Iteration 28Q: 3 clusters Score -5178254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5178254.500000 Penalty: 5053.280273
	Iteration 29F: 3 clusters Score -5178254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (25252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Entering Unmasked Estep 
Score: -4927753.000000 Penalty: 2513.891846
	Iteration 0F: 2 clusters Score -4927753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4910255.500000 Penalty: 5027.783691
	Iteration 0F: 3 clusters Score -4910256 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4916432.000000 Penalty: 5027.783691
	Iteration 1F: 3 clusters Score -4916432 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4916858.500000 Penalty: 5027.783691
	Iteration 2Q: 3 clusters Score -4916858 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4917214.500000 Penalty: 5027.783691
	Iteration 3Q: 3 clusters Score -4917214 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4917557.000000 Penalty: 5027.783691
	Iteration 4Q: 3 clusters Score -4917557 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4918021.000000 Penalty: 5027.783691
	Iteration 5Q: 3 clusters Score -4918021 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4918584.500000 Penalty: 5027.783691
	Iteration 6Q: 3 clusters Score -4918584 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4919364.000000 Penalty: 5027.783691
	Iteration 7F: 3 clusters Score -4919364 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4920395.500000 Penalty: 5027.783691
	Iteration 8F: 3 clusters Score -4920396 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4921644.500000 Penalty: 5027.783691
	Iteration 9F: 3 clusters Score -4921644 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4922990.500000 Penalty: 5027.783691
	Iteration 10F: 3 clusters Score -4922990 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4924080.500000 Penalty: 5027.783691
	Iteration 11Q: 3 clusters Score -4924080 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4924739.500000 Penalty: 5027.783691
	Iteration 12Q: 3 clusters Score -4924740 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4925131.500000 Penalty: 5027.783691
	Iteration 13Q: 3 clusters Score -4925132 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4925349.500000 Penalty: 5027.783691
	Iteration 14Q: 3 clusters Score -4925350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -4925437.500000 Penalty: 5027.783691
	Iteration 15Q: 3 clusters Score -4925438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -4925475.000000 Penalty: 5027.783691
	Iteration 16Q: 3 clusters Score -4925475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4925519.000000 Penalty: 5027.783691
	Iteration 17Q: 3 clusters Score -4925519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -4925555.500000 Penalty: 5027.783691
	Iteration 18Q: 3 clusters Score -4925556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -4925574.000000 Penalty: 5027.783691
	Iteration 19Q: 3 clusters Score -4925574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4925589.500000 Penalty: 5027.783691
	Iteration 20F: 3 clusters Score -4925590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -4925596.500000 Penalty: 5027.783691
	Iteration 21Q: 3 clusters Score -4925596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -4925597.500000 Penalty: 5027.783691
	Iteration 22Q: 3 clusters Score -4925598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -4925598.500000 Penalty: 5027.783691
	Iteration 23Q: 3 clusters Score -4925598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4925605.500000 Penalty: 5027.783691
	Iteration 24Q: 3 clusters Score -4925606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4925615.000000 Penalty: 5027.783691
	Iteration 25Q: 3 clusters Score -4925615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4925613.500000 Penalty: 5027.783691
	Iteration 26Q: 3 clusters Score -4925614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4925613.500000 Penalty: 5027.783691
	Iteration 27F: 3 clusters Score -4925614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -377421.812500 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -377421.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -374851.468750 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -374851.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -375497.906250 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -375497.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -375709.218750 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -375709.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -375820.875000 Penalty: 3768.557373
	Iteration 3F: 3 clusters Score -375820.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -375897.312500 Penalty: 3768.557373
	Iteration 4Q: 3 clusters Score -375897.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -375970.437500 Penalty: 3768.557373
	Iteration 5Q: 3 clusters Score -375970.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -376011.843750 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -376011.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -376044.187500 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -376044.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -376064.406250 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -376064.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -376081.312500 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -376081.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -376099.906250 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -376099.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -376116.375000 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -376116.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -376137.812500 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -376137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -376164.812500 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -376164.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -376191.687500 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -376191.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -376215.093750 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -376215.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -376240.687500 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -376240.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -376304.625000 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -376304.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -376347.531250 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -376347.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -376381.718750 Penalty: 3768.557373
	Iteration 19Q: 3 clusters Score -376381.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -376417.500000 Penalty: 3768.557373
	Iteration 20F: 3 clusters Score -376417.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -376458.000000 Penalty: 3768.557373
	Iteration 21Q: 3 clusters Score -376458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -376505.375000 Penalty: 3768.557373
	Iteration 22Q: 3 clusters Score -376505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -376542.625000 Penalty: 3768.557373
	Iteration 23Q: 3 clusters Score -376542.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -376577.343750 Penalty: 3768.557373
	Iteration 24Q: 3 clusters Score -376577.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -376604.125000 Penalty: 3768.557373
	Iteration 25Q: 3 clusters Score -376604.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -376622.281250 Penalty: 3768.557373
	Iteration 26Q: 3 clusters Score -376622.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -376636.406250 Penalty: 3768.557373
	Iteration 27Q: 3 clusters Score -376636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -376642.625000 Penalty: 3768.557373
	Iteration 28Q: 3 clusters Score -376642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -376647.187500 Penalty: 3768.557373
	Iteration 29Q: 3 clusters Score -376647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -376648.531250 Penalty: 3768.557373
	Iteration 30Q: 3 clusters Score -376648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -376648.156250 Penalty: 3768.557373
	Iteration 31Q: 3 clusters Score -376648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -376649.062500 Penalty: 3768.557373
	Iteration 32Q: 3 clusters Score -376649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -376650.218750 Penalty: 3768.557373
	Iteration 33Q: 3 clusters Score -376650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -376652.093750 Penalty: 3768.557373
	Iteration 34Q: 3 clusters Score -376652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -376652.968750 Penalty: 3768.557373
	Iteration 35Q: 3 clusters Score -376653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -376654.531250 Penalty: 3768.557373
	Iteration 36Q: 3 clusters Score -376654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -376654.500000 Penalty: 3768.557373
	Iteration 37Q: 3 clusters Score -376654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -376657.250000 Penalty: 3768.557373
	Iteration 38Q: 3 clusters Score -376657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -376658.218750 Penalty: 3768.557373
	Iteration 39Q: 3 clusters Score -376658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -376659.718750 Penalty: 3768.557373
	Iteration 40F: 3 clusters Score -376659.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27153.205078 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27153.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27372.658203 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27372.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27473.324219 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -27473.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27550.267578 Penalty: 2760.002197
	Iteration 3F: 3 clusters Score -27550.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27603.541016 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -27603.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27609.451172 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -27609.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27615.693359 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -27615.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27627.525391 Penalty: 2760.002197
	Iteration 7Q: 3 clusters Score -27627.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27627.525391 Penalty: 2760.002197
	Iteration 8F: 3 clusters Score -27627.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -3022390.500000 Penalty: 2377.863770
	Iteration 0F: 2 clusters Score -3022390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3011745.250000 Penalty: 4755.727539
	Iteration 0F: 3 clusters Score -3011745 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3015246.750000 Penalty: 4755.727539
	Iteration 1F: 3 clusters Score -3015247 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3015604.250000 Penalty: 4755.727539
	Iteration 2F: 3 clusters Score -3015604 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3015865.500000 Penalty: 4755.727539
	Iteration 3Q: 3 clusters Score -3015866 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3016113.500000 Penalty: 4755.727539
	Iteration 4Q: 3 clusters Score -3016114 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3016351.500000 Penalty: 4755.727539
	Iteration 5Q: 3 clusters Score -3016352 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3016612.750000 Penalty: 4755.727539
	Iteration 6Q: 3 clusters Score -3016613 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3016941.250000 Penalty: 4755.727539
	Iteration 7Q: 3 clusters Score -3016941 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3017388.250000 Penalty: 4755.727539
	Iteration 8Q: 3 clusters Score -3017388 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3017877.250000 Penalty: 4755.727539
	Iteration 9Q: 3 clusters Score -3017877 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3018412.250000 Penalty: 4755.727539
	Iteration 10Q: 3 clusters Score -3018412 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3018881.000000 Penalty: 4755.727539
	Iteration 11Q: 3 clusters Score -3018881 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3019276.000000 Penalty: 4755.727539
	Iteration 12Q: 3 clusters Score -3019276 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3019581.000000 Penalty: 4755.727539
	Iteration 13Q: 3 clusters Score -3019581 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3019812.750000 Penalty: 4755.727539
	Iteration 14Q: 3 clusters Score -3019813 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3020004.500000 Penalty: 4755.727539
	Iteration 15Q: 3 clusters Score -3020004 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3020118.500000 Penalty: 4755.727539
	Iteration 16Q: 3 clusters Score -3020118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3020173.000000 Penalty: 4755.727539
	Iteration 17Q: 3 clusters Score -3020173 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3020213.000000 Penalty: 4755.727539
	Iteration 18Q: 3 clusters Score -3020213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3020239.750000 Penalty: 4755.727539
	Iteration 19Q: 3 clusters Score -3020240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3020267.500000 Penalty: 4755.727539
	Iteration 20F: 3 clusters Score -3020268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3020275.500000 Penalty: 4755.727539
	Iteration 21Q: 3 clusters Score -3020276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3020301.000000 Penalty: 4755.727539
	Iteration 22Q: 3 clusters Score -3020301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3020311.250000 Penalty: 4755.727539
	Iteration 23Q: 3 clusters Score -3020311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3020316.500000 Penalty: 4755.727539
	Iteration 24Q: 3 clusters Score -3020316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3020320.250000 Penalty: 4755.727539
	Iteration 25Q: 3 clusters Score -3020320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3020329.250000 Penalty: 4755.727539
	Iteration 26Q: 3 clusters Score -3020329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3020331.000000 Penalty: 4755.727539
	Iteration 27Q: 3 clusters Score -3020331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3020333.000000 Penalty: 4755.727539
	Iteration 28Q: 3 clusters Score -3020333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3020339.750000 Penalty: 4755.727539
	Iteration 29Q: 3 clusters Score -3020340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3020341.500000 Penalty: 4755.727539
	Iteration 30Q: 3 clusters Score -3020342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3020338.250000 Penalty: 4755.727539
	Iteration 31Q: 3 clusters Score -3020338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3020337.500000 Penalty: 4755.727539
	Iteration 32Q: 3 clusters Score -3020338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3020341.000000 Penalty: 4755.727539
	Iteration 33Q: 3 clusters Score -3020341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3020343.250000 Penalty: 4755.727539
	Iteration 34Q: 3 clusters Score -3020343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3020340.250000 Penalty: 4755.727539
	Iteration 35Q: 3 clusters Score -3020340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3020340.000000 Penalty: 4755.727539
	Iteration 36Q: 3 clusters Score -3020340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3020342.750000 Penalty: 4755.727539
	Iteration 37Q: 3 clusters Score -3020343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3020343.250000 Penalty: 4755.727539
	Iteration 38Q: 3 clusters Score -3020343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3020351.750000 Penalty: 4755.727539
	Iteration 39Q: 3 clusters Score -3020352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3020353.250000 Penalty: 4755.727539
	Iteration 40F: 3 clusters Score -3020353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3020355.750000 Penalty: 4755.727539
	Iteration 41Q: 3 clusters Score -3020356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3020355.750000 Penalty: 4755.727539
	Iteration 42F: 3 clusters Score -3020356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (32440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Entering Unmasked Estep 
Score: -6322499.500000 Penalty: 2576.012695
	Iteration 0F: 2 clusters Score -6322500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -6302392.500000 Penalty: 5152.025391
	Iteration 0F: 3 clusters Score -6302392 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -6310158.500000 Penalty: 5152.025391
	Iteration 1F: 3 clusters Score -6310158 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -6310533.500000 Penalty: 5152.025391
	Iteration 2Q: 3 clusters Score -6310534 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -6310866.500000 Penalty: 5152.025391
	Iteration 3Q: 3 clusters Score -6310866 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -6311150.000000 Penalty: 5152.025391
	Iteration 4Q: 3 clusters Score -6311150 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -6311429.500000 Penalty: 5152.025391
	Iteration 5Q: 3 clusters Score -6311430 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -6311705.000000 Penalty: 5152.025391
	Iteration 6Q: 3 clusters Score -6311705 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -6311925.500000 Penalty: 5152.025391
	Iteration 7Q: 3 clusters Score -6311926 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -6312159.500000 Penalty: 5152.025391
	Iteration 8Q: 3 clusters Score -6312160 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -6312395.000000 Penalty: 5152.025391
	Iteration 9Q: 3 clusters Score -6312395 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -6312692.500000 Penalty: 5152.025391
	Iteration 10Q: 3 clusters Score -6312692 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -6313100.000000 Penalty: 5152.025391
	Iteration 11Q: 3 clusters Score -6313100 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -6313732.000000 Penalty: 5152.025391
	Iteration 12Q: 3 clusters Score -6313732 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -6314910.000000 Penalty: 5152.025391
	Iteration 13Q: 3 clusters Score -6314910 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -6316729.500000 Penalty: 5152.025391
	Iteration 14F: 3 clusters Score -6316730 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -6318757.500000 Penalty: 5152.025391
	Iteration 15F: 3 clusters Score -6318758 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -6320195.000000 Penalty: 5152.025391
	Iteration 16F: 3 clusters Score -6320195 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -6320934.000000 Penalty: 5152.025391
	Iteration 17Q: 3 clusters Score -6320934 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -6321305.000000 Penalty: 5152.025391
	Iteration 18Q: 3 clusters Score -6321305 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -6321508.000000 Penalty: 5152.025391
	Iteration 19Q: 3 clusters Score -6321508 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -6321581.000000 Penalty: 5152.025391
	Iteration 20F: 3 clusters Score -6321581 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -6321601.000000 Penalty: 5152.025391
	Iteration 21Q: 3 clusters Score -6321601 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -6321612.500000 Penalty: 5152.025391
	Iteration 22Q: 3 clusters Score -6321612 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -6321642.000000 Penalty: 5152.025391
	Iteration 23Q: 3 clusters Score -6321642 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -6321654.000000 Penalty: 5152.025391
	Iteration 24Q: 3 clusters Score -6321654 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -6321669.000000 Penalty: 5152.025391
	Iteration 25Q: 3 clusters Score -6321669 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -6321670.000000 Penalty: 5152.025391
	Iteration 26Q: 3 clusters Score -6321670 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -6321663.500000 Penalty: 5152.025391
	Iteration 27Q: 3 clusters Score -6321664 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -6321650.000000 Penalty: 5152.025391
	Iteration 28Q: 3 clusters Score -6321650 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -6321704.500000 Penalty: 5152.025391
	Iteration 29Q: 3 clusters Score -6321704 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -6321701.500000 Penalty: 5152.025391
	Iteration 30Q: 3 clusters Score -6321702 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -6321719.500000 Penalty: 5152.025391
	Iteration 31Q: 3 clusters Score -6321720 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -6321740.500000 Penalty: 5152.025391
	Iteration 32Q: 3 clusters Score -6321740 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -6321728.500000 Penalty: 5152.025391
	Iteration 33Q: 3 clusters Score -6321728 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -6321747.500000 Penalty: 5152.025391
	Iteration 34Q: 3 clusters Score -6321748 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -6321767.000000 Penalty: 5152.025391
	Iteration 35Q: 3 clusters Score -6321767 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -6321792.500000 Penalty: 5152.025391
	Iteration 36Q: 3 clusters Score -6321792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6321778.000000 Penalty: 5152.025391
	Iteration 37Q: 3 clusters Score -6321778 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -6321782.000000 Penalty: 5152.025391
	Iteration 38Q: 3 clusters Score -6321782 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -6321785.000000 Penalty: 5152.025391
	Iteration 39Q: 3 clusters Score -6321785 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -6321793.500000 Penalty: 5152.025391
	Iteration 40F: 3 clusters Score -6321794 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -6321776.000000 Penalty: 5152.025391
	Iteration 41Q: 3 clusters Score -6321776 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -6321795.000000 Penalty: 5152.025391
	Iteration 42Q: 3 clusters Score -6321795 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -6321771.000000 Penalty: 5152.025391
	Iteration 43Q: 3 clusters Score -6321771 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6321758.500000 Penalty: 5152.025391
	Iteration 44Q: 3 clusters Score -6321758 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -6321758.000000 Penalty: 5152.025391
	Iteration 45Q: 3 clusters Score -6321758 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -6321755.500000 Penalty: 5152.025391
	Iteration 46Q: 3 clusters Score -6321756 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -6321792.000000 Penalty: 5152.025391
	Iteration 47Q: 3 clusters Score -6321792 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6321799.500000 Penalty: 5152.025391
	Iteration 48Q: 3 clusters Score -6321800 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -6321789.000000 Penalty: 5152.025391
	Iteration 49Q: 3 clusters Score -6321789 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -6321750.000000 Penalty: 5152.025391
	Iteration 50Q: 3 clusters Score -6321750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -6321728.500000 Penalty: 5152.025391
	Iteration 51Q: 3 clusters Score -6321728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -6321703.000000 Penalty: 5152.025391
	Iteration 52Q: 3 clusters Score -6321703 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -6321687.500000 Penalty: 5152.025391
	Iteration 53Q: 3 clusters Score -6321688 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -6321725.000000 Penalty: 5152.025391
	Iteration 54Q: 3 clusters Score -6321725 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -6321695.500000 Penalty: 5152.025391
	Iteration 55Q: 3 clusters Score -6321696 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -6321686.000000 Penalty: 5152.025391
	Iteration 56Q: 3 clusters Score -6321686 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -6321656.500000 Penalty: 5152.025391
	Iteration 57Q: 3 clusters Score -6321656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -6321655.000000 Penalty: 5152.025391
	Iteration 58Q: 3 clusters Score -6321655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -6321656.500000 Penalty: 5152.025391
	Iteration 59Q: 3 clusters Score -6321656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -6321653.000000 Penalty: 5152.025391
	Iteration 60F: 3 clusters Score -6321653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -6321656.000000 Penalty: 5152.025391
	Iteration 61Q: 3 clusters Score -6321656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6321675.000000 Penalty: 5152.025391
	Iteration 62Q: 3 clusters Score -6321675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -6321667.500000 Penalty: 5152.025391
	Iteration 63Q: 3 clusters Score -6321668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6321667.000000 Penalty: 5152.025391
	Iteration 64Q: 3 clusters Score -6321667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -6321669.500000 Penalty: 5152.025391
	Iteration 65Q: 3 clusters Score -6321670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -6321670.500000 Penalty: 5152.025391
	Iteration 66Q: 3 clusters Score -6321670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -6321682.500000 Penalty: 5152.025391
	Iteration 67Q: 3 clusters Score -6321682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -6321681.500000 Penalty: 5152.025391
	Iteration 68Q: 3 clusters Score -6321682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -6321680.500000 Penalty: 5152.025391
	Iteration 69Q: 3 clusters Score -6321680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -6321683.000000 Penalty: 5152.025391
	Iteration 70Q: 3 clusters Score -6321683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -6321681.000000 Penalty: 5152.025391
	Iteration 71Q: 3 clusters Score -6321681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -6321675.500000 Penalty: 5152.025391
	Iteration 72Q: 3 clusters Score -6321676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6321681.500000 Penalty: 5152.025391
	Iteration 73Q: 3 clusters Score -6321682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6321681.500000 Penalty: 5152.025391
	Iteration 74F: 3 clusters Score -6321682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Entering Unmasked Estep 
Score: -907038.250000 Penalty: 2101.467529
	Iteration 0F: 2 clusters Score -907038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -902668.125000 Penalty: 4202.935059
	Iteration 0F: 3 clusters Score -902668.1 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -903630.687500 Penalty: 4202.935059
	Iteration 1F: 3 clusters Score -903630.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -903854.000000 Penalty: 4202.935059
	Iteration 2F: 3 clusters Score -903854 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -904002.375000 Penalty: 4202.935059
	Iteration 3F: 3 clusters Score -904002.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -904157.625000 Penalty: 4202.935059
	Iteration 4Q: 3 clusters Score -904157.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -904300.312500 Penalty: 4202.935059
	Iteration 5Q: 3 clusters Score -904300.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -904447.000000 Penalty: 4202.935059
	Iteration 6Q: 3 clusters Score -904447 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -904610.375000 Penalty: 4202.935059
	Iteration 7Q: 3 clusters Score -904610.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -904746.000000 Penalty: 4202.935059
	Iteration 8Q: 3 clusters Score -904746 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -904870.437500 Penalty: 4202.935059
	Iteration 9Q: 3 clusters Score -904870.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -904948.062500 Penalty: 4202.935059
	Iteration 10Q: 3 clusters Score -904948.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -905016.000000 Penalty: 4202.935059
	Iteration 11Q: 3 clusters Score -905016 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -905077.562500 Penalty: 4202.935059
	Iteration 12Q: 3 clusters Score -905077.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -905122.812500 Penalty: 4202.935059
	Iteration 13Q: 3 clusters Score -905122.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -905159.875000 Penalty: 4202.935059
	Iteration 14Q: 3 clusters Score -905159.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -905197.750000 Penalty: 4202.935059
	Iteration 15Q: 3 clusters Score -905197.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -905227.812500 Penalty: 4202.935059
	Iteration 16Q: 3 clusters Score -905227.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -905251.625000 Penalty: 4202.935059
	Iteration 17Q: 3 clusters Score -905251.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -905273.687500 Penalty: 4202.935059
	Iteration 18Q: 3 clusters Score -905273.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -905290.812500 Penalty: 4202.935059
	Iteration 19Q: 3 clusters Score -905290.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -905301.062500 Penalty: 4202.935059
	Iteration 20F: 3 clusters Score -905301.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -905314.625000 Penalty: 4202.935059
	Iteration 21Q: 3 clusters Score -905314.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -905330.062500 Penalty: 4202.935059
	Iteration 22Q: 3 clusters Score -905330.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -905343.812500 Penalty: 4202.935059
	Iteration 23Q: 3 clusters Score -905343.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -905359.750000 Penalty: 4202.935059
	Iteration 24Q: 3 clusters Score -905359.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -905374.437500 Penalty: 4202.935059
	Iteration 25Q: 3 clusters Score -905374.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -905389.000000 Penalty: 4202.935059
	Iteration 26Q: 3 clusters Score -905389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -905400.250000 Penalty: 4202.935059
	Iteration 27Q: 3 clusters Score -905400.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -905414.250000 Penalty: 4202.935059
	Iteration 28Q: 3 clusters Score -905414.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -905431.937500 Penalty: 4202.935059
	Iteration 29Q: 3 clusters Score -905431.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -905452.687500 Penalty: 4202.935059
	Iteration 30Q: 3 clusters Score -905452.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -905474.875000 Penalty: 4202.935059
	Iteration 31Q: 3 clusters Score -905474.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -905504.125000 Penalty: 4202.935059
	Iteration 32Q: 3 clusters Score -905504.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -905537.937500 Penalty: 4202.935059
	Iteration 33Q: 3 clusters Score -905537.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -905572.312500 Penalty: 4202.935059
	Iteration 34Q: 3 clusters Score -905572.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -905609.437500 Penalty: 4202.935059
	Iteration 35Q: 3 clusters Score -905609.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -905637.937500 Penalty: 4202.935059
	Iteration 36Q: 3 clusters Score -905637.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -905666.625000 Penalty: 4202.935059
	Iteration 37Q: 3 clusters Score -905666.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -905697.062500 Penalty: 4202.935059
	Iteration 38Q: 3 clusters Score -905697.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -905735.562500 Penalty: 4202.935059
	Iteration 39Q: 3 clusters Score -905735.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -905781.062500 Penalty: 4202.935059
	Iteration 40F: 3 clusters Score -905781.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -905819.875000 Penalty: 4202.935059
	Iteration 41Q: 3 clusters Score -905819.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -905857.375000 Penalty: 4202.935059
	Iteration 42Q: 3 clusters Score -905857.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -905910.375000 Penalty: 4202.935059
	Iteration 43Q: 3 clusters Score -905910.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -905950.312500 Penalty: 4202.935059
	Iteration 44Q: 3 clusters Score -905950.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -905976.562500 Penalty: 4202.935059
	Iteration 45Q: 3 clusters Score -905976.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -906006.750000 Penalty: 4202.935059
	Iteration 46Q: 3 clusters Score -906006.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -906025.437500 Penalty: 4202.935059
	Iteration 47Q: 3 clusters Score -906025.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -906039.625000 Penalty: 4202.935059
	Iteration 48Q: 3 clusters Score -906039.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -906051.687500 Penalty: 4202.935059
	Iteration 49Q: 3 clusters Score -906051.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -906062.875000 Penalty: 4202.935059
	Iteration 50Q: 3 clusters Score -906062.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -906070.875000 Penalty: 4202.935059
	Iteration 51Q: 3 clusters Score -906070.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -906076.562500 Penalty: 4202.935059
	Iteration 52Q: 3 clusters Score -906076.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -906081.750000 Penalty: 4202.935059
	Iteration 53Q: 3 clusters Score -906081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -906084.937500 Penalty: 4202.935059
	Iteration 54Q: 3 clusters Score -906084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -906090.562500 Penalty: 4202.935059
	Iteration 55Q: 3 clusters Score -906090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -906096.312500 Penalty: 4202.935059
	Iteration 56Q: 3 clusters Score -906096.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -906102.125000 Penalty: 4202.935059
	Iteration 57Q: 3 clusters Score -906102.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -906108.937500 Penalty: 4202.935059
	Iteration 58Q: 3 clusters Score -906108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -906111.812500 Penalty: 4202.935059
	Iteration 59Q: 3 clusters Score -906111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -906116.687500 Penalty: 4202.935059
	Iteration 60F: 3 clusters Score -906116.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -906118.562500 Penalty: 4202.935059
	Iteration 61Q: 3 clusters Score -906118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -906120.000000 Penalty: 4202.935059
	Iteration 62Q: 3 clusters Score -906120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -906119.875000 Penalty: 4202.935059
	Iteration 63Q: 3 clusters Score -906119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -906120.062500 Penalty: 4202.935059
	Iteration 64Q: 3 clusters Score -906120.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -906120.062500 Penalty: 4202.935059
	Iteration 65F: 3 clusters Score -906120.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (15730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Entering Unmasked Estep 
Score: -3317562.500000 Penalty: 2396.504639
	Iteration 0F: 2 clusters Score -3317562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3306882.500000 Penalty: 4793.009277
	Iteration 0F: 3 clusters Score -3306882 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3310510.000000 Penalty: 4793.009277
	Iteration 1F: 3 clusters Score -3310510 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3310804.500000 Penalty: 4793.009277
	Iteration 2F: 3 clusters Score -3310804 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3311036.750000 Penalty: 4793.009277
	Iteration 3Q: 3 clusters Score -3311037 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3311250.500000 Penalty: 4793.009277
	Iteration 4Q: 3 clusters Score -3311250 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3311394.750000 Penalty: 4793.009277
	Iteration 5Q: 3 clusters Score -3311395 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3311533.000000 Penalty: 4793.009277
	Iteration 6Q: 3 clusters Score -3311533 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3311666.250000 Penalty: 4793.009277
	Iteration 7Q: 3 clusters Score -3311666 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3311798.000000 Penalty: 4793.009277
	Iteration 8Q: 3 clusters Score -3311798 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3311938.000000 Penalty: 4793.009277
	Iteration 9Q: 3 clusters Score -3311938 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3312050.750000 Penalty: 4793.009277
	Iteration 10Q: 3 clusters Score -3312051 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3312191.500000 Penalty: 4793.009277
	Iteration 11Q: 3 clusters Score -3312192 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3312370.500000 Penalty: 4793.009277
	Iteration 12Q: 3 clusters Score -3312370 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3312589.750000 Penalty: 4793.009277
	Iteration 13Q: 3 clusters Score -3312590 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3312881.750000 Penalty: 4793.009277
	Iteration 14Q: 3 clusters Score -3312882 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3313202.000000 Penalty: 4793.009277
	Iteration 15Q: 3 clusters Score -3313202 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3313584.250000 Penalty: 4793.009277
	Iteration 16Q: 3 clusters Score -3313584 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3313951.000000 Penalty: 4793.009277
	Iteration 17Q: 3 clusters Score -3313951 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3314268.500000 Penalty: 4793.009277
	Iteration 18Q: 3 clusters Score -3314268 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3314472.000000 Penalty: 4793.009277
	Iteration 19Q: 3 clusters Score -3314472 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3314679.250000 Penalty: 4793.009277
	Iteration 20F: 3 clusters Score -3314679 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3314833.500000 Penalty: 4793.009277
	Iteration 21Q: 3 clusters Score -3314834 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3314955.500000 Penalty: 4793.009277
	Iteration 22Q: 3 clusters Score -3314956 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3315050.500000 Penalty: 4793.009277
	Iteration 23Q: 3 clusters Score -3315050 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3315126.000000 Penalty: 4793.009277
	Iteration 24Q: 3 clusters Score -3315126 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3315185.500000 Penalty: 4793.009277
	Iteration 25Q: 3 clusters Score -3315186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3315251.500000 Penalty: 4793.009277
	Iteration 26Q: 3 clusters Score -3315252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3315301.500000 Penalty: 4793.009277
	Iteration 27Q: 3 clusters Score -3315302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3315331.000000 Penalty: 4793.009277
	Iteration 28Q: 3 clusters Score -3315331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3315375.250000 Penalty: 4793.009277
	Iteration 29Q: 3 clusters Score -3315375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3315404.750000 Penalty: 4793.009277
	Iteration 30Q: 3 clusters Score -3315405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3315429.500000 Penalty: 4793.009277
	Iteration 31Q: 3 clusters Score -3315430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3315437.500000 Penalty: 4793.009277
	Iteration 32Q: 3 clusters Score -3315438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3315449.250000 Penalty: 4793.009277
	Iteration 33Q: 3 clusters Score -3315449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3315470.250000 Penalty: 4793.009277
	Iteration 34Q: 3 clusters Score -3315470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3315481.000000 Penalty: 4793.009277
	Iteration 35Q: 3 clusters Score -3315481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3315494.500000 Penalty: 4793.009277
	Iteration 36Q: 3 clusters Score -3315494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3315498.500000 Penalty: 4793.009277
	Iteration 37Q: 3 clusters Score -3315498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3315505.750000 Penalty: 4793.009277
	Iteration 38Q: 3 clusters Score -3315506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3315516.750000 Penalty: 4793.009277
	Iteration 39Q: 3 clusters Score -3315517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3315528.500000 Penalty: 4793.009277
	Iteration 40F: 3 clusters Score -3315528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3315540.750000 Penalty: 4793.009277
	Iteration 41Q: 3 clusters Score -3315541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3315550.500000 Penalty: 4793.009277
	Iteration 42Q: 3 clusters Score -3315550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3315553.000000 Penalty: 4793.009277
	Iteration 43Q: 3 clusters Score -3315553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3315568.750000 Penalty: 4793.009277
	Iteration 44Q: 3 clusters Score -3315569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3315569.750000 Penalty: 4793.009277
	Iteration 45Q: 3 clusters Score -3315570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3315577.500000 Penalty: 4793.009277
	Iteration 46Q: 3 clusters Score -3315578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3315581.500000 Penalty: 4793.009277
	Iteration 47Q: 3 clusters Score -3315582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3315594.750000 Penalty: 4793.009277
	Iteration 48Q: 3 clusters Score -3315595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3315606.750000 Penalty: 4793.009277
	Iteration 49Q: 3 clusters Score -3315607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3315609.500000 Penalty: 4793.009277
	Iteration 50Q: 3 clusters Score -3315610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3315612.750000 Penalty: 4793.009277
	Iteration 51Q: 3 clusters Score -3315613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3315607.750000 Penalty: 4793.009277
	Iteration 52Q: 3 clusters Score -3315608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3315613.250000 Penalty: 4793.009277
	Iteration 53Q: 3 clusters Score -3315613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3315615.750000 Penalty: 4793.009277
	Iteration 54Q: 3 clusters Score -3315616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3315614.750000 Penalty: 4793.009277
	Iteration 55Q: 3 clusters Score -3315615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3315615.250000 Penalty: 4793.009277
	Iteration 56Q: 3 clusters Score -3315615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3315617.000000 Penalty: 4793.009277
	Iteration 57Q: 3 clusters Score -3315617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3315615.750000 Penalty: 4793.009277
	Iteration 58Q: 3 clusters Score -3315616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3315614.500000 Penalty: 4793.009277
	Iteration 59Q: 3 clusters Score -3315614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3315615.000000 Penalty: 4793.009277
	Iteration 60F: 3 clusters Score -3315615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3315615.500000 Penalty: 4793.009277
	Iteration 61Q: 3 clusters Score -3315616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3315623.000000 Penalty: 4793.009277
	Iteration 62Q: 3 clusters Score -3315623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3315618.250000 Penalty: 4793.009277
	Iteration 63Q: 3 clusters Score -3315618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3315617.250000 Penalty: 4793.009277
	Iteration 64Q: 3 clusters Score -3315617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3315617.000000 Penalty: 4793.009277
	Iteration 65Q: 3 clusters Score -3315617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3315617.000000 Penalty: 4793.009277
	Iteration 66Q: 3 clusters Score -3315617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3315619.250000 Penalty: 4793.009277
	Iteration 67Q: 3 clusters Score -3315619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3315618.000000 Penalty: 4793.009277
	Iteration 68Q: 3 clusters Score -3315618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3315620.500000 Penalty: 4793.009277
	Iteration 69Q: 3 clusters Score -3315620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3315622.250000 Penalty: 4793.009277
	Iteration 70Q: 3 clusters Score -3315622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3315622.250000 Penalty: 4793.009277
	Iteration 71F: 3 clusters Score -3315622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (30745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Entering Unmasked Estep 
Score: -5999707.000000 Penalty: 2562.703613
	Iteration 0F: 2 clusters Score -5999707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5980099.500000 Penalty: 5125.407227
	Iteration 0F: 3 clusters Score -5980100 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -5987751.000000 Penalty: 5125.407227
	Iteration 1F: 3 clusters Score -5987751 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -5988219.500000 Penalty: 5125.407227
	Iteration 2Q: 3 clusters Score -5988220 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5988614.500000 Penalty: 5125.407227
	Iteration 3Q: 3 clusters Score -5988614 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -5989099.500000 Penalty: 5125.407227
	Iteration 4Q: 3 clusters Score -5989100 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -5989670.500000 Penalty: 5125.407227
	Iteration 5Q: 3 clusters Score -5989670 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -5990428.500000 Penalty: 5125.407227
	Iteration 6F: 3 clusters Score -5990428 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -5991550.500000 Penalty: 5125.407227
	Iteration 7F: 3 clusters Score -5991550 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -5993027.500000 Penalty: 5125.407227
	Iteration 8F: 3 clusters Score -5993028 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -5994498.000000 Penalty: 5125.407227
	Iteration 9F: 3 clusters Score -5994498 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5995763.000000 Penalty: 5125.407227
	Iteration 10F: 3 clusters Score -5995763 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -5996496.000000 Penalty: 5125.407227
	Iteration 11Q: 3 clusters Score -5996496 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -5996927.000000 Penalty: 5125.407227
	Iteration 12Q: 3 clusters Score -5996927 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -5997175.500000 Penalty: 5125.407227
	Iteration 13Q: 3 clusters Score -5997176 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -5997319.500000 Penalty: 5125.407227
	Iteration 14Q: 3 clusters Score -5997320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -5997403.500000 Penalty: 5125.407227
	Iteration 15Q: 3 clusters Score -5997404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -5997435.500000 Penalty: 5125.407227
	Iteration 16Q: 3 clusters Score -5997436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -5997471.000000 Penalty: 5125.407227
	Iteration 17Q: 3 clusters Score -5997471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5997490.000000 Penalty: 5125.407227
	Iteration 18Q: 3 clusters Score -5997490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -5997514.000000 Penalty: 5125.407227
	Iteration 19Q: 3 clusters Score -5997514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5997526.500000 Penalty: 5125.407227
	Iteration 20F: 3 clusters Score -5997526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -5997530.000000 Penalty: 5125.407227
	Iteration 21Q: 3 clusters Score -5997530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -5997539.000000 Penalty: 5125.407227
	Iteration 22Q: 3 clusters Score -5997539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -5997543.000000 Penalty: 5125.407227
	Iteration 23Q: 3 clusters Score -5997543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -5997546.000000 Penalty: 5125.407227
	Iteration 24Q: 3 clusters Score -5997546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -5997543.500000 Penalty: 5125.407227
	Iteration 25Q: 3 clusters Score -5997544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -5997544.000000 Penalty: 5125.407227
	Iteration 26Q: 3 clusters Score -5997544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -5997544.000000 Penalty: 5125.407227
	Iteration 27F: 3 clusters Score -5997544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -88776.835938 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -88776.84 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 293 members 
Entering Unmasked Estep 
Score: -87241.039062 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -87241.04 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -87511.921875 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -87511.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -87605.390625 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -87605.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87679.054688 Penalty: 3151.767578
	Iteration 3F: 3 clusters Score -87679.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -87727.484375 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -87727.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -87761.859375 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -87761.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -87786.500000 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -87786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -87800.703125 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -87800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -87821.007812 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -87821.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -87840.796875 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -87840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87844.312500 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -87844.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87844.312500 Penalty: 3151.767578
	Iteration 11F: 3 clusters Score -87844.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -118479.523438 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -118479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -116907.851562 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -116907.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -117305.062500 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -117305.1 nChanged 53
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: -117519.945312 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -117519.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -117640.414062 Penalty: 3250.043945
	Iteration 3F: 3 clusters Score -117640.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -117745.742188 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -117745.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -117804.218750 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -117804.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -117891.476562 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -117891.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -117917.289062 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -117917.3 nChanged 3
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: -117924.148438 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -117924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117925.015625 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -117925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117925.015625 Penalty: 3250.043945
	Iteration 10F: 3 clusters Score -117925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (18916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Entering Unmasked Estep 
Score: -3986608.750000 Penalty: 2442.245117
	Iteration 0F: 2 clusters Score -3986609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3975048.250000 Penalty: 4884.490234
	Iteration 0F: 3 clusters Score -3975048 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3979532.750000 Penalty: 4884.490234
	Iteration 1F: 3 clusters Score -3979533 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3979934.750000 Penalty: 4884.490234
	Iteration 2F: 3 clusters Score -3979935 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3980283.000000 Penalty: 4884.490234
	Iteration 3Q: 3 clusters Score -3980283 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3980676.250000 Penalty: 4884.490234
	Iteration 4Q: 3 clusters Score -3980676 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3981032.500000 Penalty: 4884.490234
	Iteration 5Q: 3 clusters Score -3981032 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3981232.750000 Penalty: 4884.490234
	Iteration 6F: 3 clusters Score -3981233 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3981994.750000 Penalty: 4884.490234
	Iteration 7F: 3 clusters Score -3981995 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3982693.500000 Penalty: 4884.490234
	Iteration 8F: 3 clusters Score -3982694 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3983306.750000 Penalty: 4884.490234
	Iteration 9F: 3 clusters Score -3983307 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3983763.000000 Penalty: 4884.490234
	Iteration 10Q: 3 clusters Score -3983763 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3984074.500000 Penalty: 4884.490234
	Iteration 11Q: 3 clusters Score -3984074 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3984283.000000 Penalty: 4884.490234
	Iteration 12Q: 3 clusters Score -3984283 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3984390.000000 Penalty: 4884.490234
	Iteration 13Q: 3 clusters Score -3984390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3984451.000000 Penalty: 4884.490234
	Iteration 14Q: 3 clusters Score -3984451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3984497.500000 Penalty: 4884.490234
	Iteration 15Q: 3 clusters Score -3984498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3984532.000000 Penalty: 4884.490234
	Iteration 16Q: 3 clusters Score -3984532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3984539.000000 Penalty: 4884.490234
	Iteration 17Q: 3 clusters Score -3984539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3984551.000000 Penalty: 4884.490234
	Iteration 18Q: 3 clusters Score -3984551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3984559.000000 Penalty: 4884.490234
	Iteration 19Q: 3 clusters Score -3984559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3984565.000000 Penalty: 4884.490234
	Iteration 20F: 3 clusters Score -3984565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3984568.250000 Penalty: 4884.490234
	Iteration 21Q: 3 clusters Score -3984568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3984571.500000 Penalty: 4884.490234
	Iteration 22Q: 3 clusters Score -3984572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3984571.500000 Penalty: 4884.490234
	Iteration 23F: 3 clusters Score -3984572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (30612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Entering Unmasked Estep 
Score: -5936179.500000 Penalty: 2561.628418
	Iteration 0F: 2 clusters Score -5936180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5916269.500000 Penalty: 5123.256836
	Iteration 0F: 3 clusters Score -5916270 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -5923610.000000 Penalty: 5123.256836
	Iteration 1F: 3 clusters Score -5923610 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5924092.000000 Penalty: 5123.256836
	Iteration 2Q: 3 clusters Score -5924092 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5924566.000000 Penalty: 5123.256836
	Iteration 3Q: 3 clusters Score -5924566 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -5925150.500000 Penalty: 5123.256836
	Iteration 4Q: 3 clusters Score -5925150 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5926039.500000 Penalty: 5123.256836
	Iteration 5F: 3 clusters Score -5926040 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -5927232.000000 Penalty: 5123.256836
	Iteration 6F: 3 clusters Score -5927232 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -5928881.000000 Penalty: 5123.256836
	Iteration 7F: 3 clusters Score -5928881 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5930396.000000 Penalty: 5123.256836
	Iteration 8F: 3 clusters Score -5930396 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5931879.000000 Penalty: 5123.256836
	Iteration 9F: 3 clusters Score -5931879 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5932929.000000 Penalty: 5123.256836
	Iteration 10Q: 3 clusters Score -5932929 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5933422.500000 Penalty: 5123.256836
	Iteration 11Q: 3 clusters Score -5933422 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5933648.500000 Penalty: 5123.256836
	Iteration 12Q: 3 clusters Score -5933648 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5933779.000000 Penalty: 5123.256836
	Iteration 13Q: 3 clusters Score -5933779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5933832.500000 Penalty: 5123.256836
	Iteration 14Q: 3 clusters Score -5933832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5933862.500000 Penalty: 5123.256836
	Iteration 15Q: 3 clusters Score -5933862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5933887.500000 Penalty: 5123.256836
	Iteration 16Q: 3 clusters Score -5933888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5933918.000000 Penalty: 5123.256836
	Iteration 17Q: 3 clusters Score -5933918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5933934.000000 Penalty: 5123.256836
	Iteration 18Q: 3 clusters Score -5933934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5933939.500000 Penalty: 5123.256836
	Iteration 19Q: 3 clusters Score -5933940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5933959.000000 Penalty: 5123.256836
	Iteration 20F: 3 clusters Score -5933959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5933974.000000 Penalty: 5123.256836
	Iteration 21Q: 3 clusters Score -5933974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5933971.500000 Penalty: 5123.256836
	Iteration 22Q: 3 clusters Score -5933972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5933971.500000 Penalty: 5123.256836
	Iteration 23F: 3 clusters Score -5933972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (29554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Entering Unmasked Estep 
Score: -5736708.500000 Penalty: 2552.905518
	Iteration 0F: 2 clusters Score -5736708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -5717458.500000 Penalty: 5105.811035
	Iteration 0F: 3 clusters Score -5717458 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5724790.000000 Penalty: 5105.811035
	Iteration 1F: 3 clusters Score -5724790 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -5725330.000000 Penalty: 5105.811035
	Iteration 2Q: 3 clusters Score -5725330 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5725768.000000 Penalty: 5105.811035
	Iteration 3Q: 3 clusters Score -5725768 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5726156.000000 Penalty: 5105.811035
	Iteration 4Q: 3 clusters Score -5726156 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -5726546.000000 Penalty: 5105.811035
	Iteration 5Q: 3 clusters Score -5726546 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -5726984.500000 Penalty: 5105.811035
	Iteration 6Q: 3 clusters Score -5726984 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5727627.000000 Penalty: 5105.811035
	Iteration 7Q: 3 clusters Score -5727627 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -5728528.500000 Penalty: 5105.811035
	Iteration 8Q: 3 clusters Score -5728528 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -5729648.500000 Penalty: 5105.811035
	Iteration 9Q: 3 clusters Score -5729648 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5731006.000000 Penalty: 5105.811035
	Iteration 10Q: 3 clusters Score -5731006 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5732363.500000 Penalty: 5105.811035
	Iteration 11F: 3 clusters Score -5732364 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -5733228.500000 Penalty: 5105.811035
	Iteration 12Q: 3 clusters Score -5733228 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -5733743.500000 Penalty: 5105.811035
	Iteration 13Q: 3 clusters Score -5733744 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -5734082.500000 Penalty: 5105.811035
	Iteration 14Q: 3 clusters Score -5734082 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -5734303.500000 Penalty: 5105.811035
	Iteration 15Q: 3 clusters Score -5734304 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -5734466.500000 Penalty: 5105.811035
	Iteration 16Q: 3 clusters Score -5734466 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5734635.000000 Penalty: 5105.811035
	Iteration 17Q: 3 clusters Score -5734635 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -5734791.000000 Penalty: 5105.811035
	Iteration 18Q: 3 clusters Score -5734791 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -5734900.000000 Penalty: 5105.811035
	Iteration 19Q: 3 clusters Score -5734900 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5734988.000000 Penalty: 5105.811035
	Iteration 20F: 3 clusters Score -5734988 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5735033.500000 Penalty: 5105.811035
	Iteration 21Q: 3 clusters Score -5735034 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -5735064.000000 Penalty: 5105.811035
	Iteration 22Q: 3 clusters Score -5735064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -5735077.500000 Penalty: 5105.811035
	Iteration 23Q: 3 clusters Score -5735078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -5735104.500000 Penalty: 5105.811035
	Iteration 24Q: 3 clusters Score -5735104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5735122.000000 Penalty: 5105.811035
	Iteration 25Q: 3 clusters Score -5735122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5735121.000000 Penalty: 5105.811035
	Iteration 26Q: 3 clusters Score -5735121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5735146.000000 Penalty: 5105.811035
	Iteration 27Q: 3 clusters Score -5735146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -5735160.500000 Penalty: 5105.811035
	Iteration 28Q: 3 clusters Score -5735160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5735164.000000 Penalty: 5105.811035
	Iteration 29Q: 3 clusters Score -5735164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -5735157.000000 Penalty: 5105.811035
	Iteration 30Q: 3 clusters Score -5735157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5735165.000000 Penalty: 5105.811035
	Iteration 31Q: 3 clusters Score -5735165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -5735161.000000 Penalty: 5105.811035
	Iteration 32Q: 3 clusters Score -5735161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -5735165.500000 Penalty: 5105.811035
	Iteration 33Q: 3 clusters Score -5735166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -5735168.500000 Penalty: 5105.811035
	Iteration 34Q: 3 clusters Score -5735168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -5735168.500000 Penalty: 5105.811035
	Iteration 35F: 3 clusters Score -5735168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -24215.677734 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -24215.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23086.960938 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -23086.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23304.535156 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -23304.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23513.519531 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -23513.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23582.273438 Penalty: 2748.466797
	Iteration 3F: 3 clusters Score -23582.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23591.365234 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -23591.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23594.220703 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -23594.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23594.220703 Penalty: 2748.466797
	Iteration 6F: 3 clusters Score -23594.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (28851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Entering Unmasked Estep 
Score: -5615140.000000 Penalty: 2546.935303
	Iteration 0F: 2 clusters Score -5615140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5595964.000000 Penalty: 5093.870605
	Iteration 0F: 3 clusters Score -5595964 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -5603015.500000 Penalty: 5093.870605
	Iteration 1F: 3 clusters Score -5603016 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -5603497.000000 Penalty: 5093.870605
	Iteration 2Q: 3 clusters Score -5603497 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -5603929.500000 Penalty: 5093.870605
	Iteration 3Q: 3 clusters Score -5603930 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -5604339.500000 Penalty: 5093.870605
	Iteration 4Q: 3 clusters Score -5604340 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -5604883.000000 Penalty: 5093.870605
	Iteration 5Q: 3 clusters Score -5604883 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -5605566.500000 Penalty: 5093.870605
	Iteration 6Q: 3 clusters Score -5605566 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -5606582.000000 Penalty: 5093.870605
	Iteration 7F: 3 clusters Score -5606582 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -5607992.500000 Penalty: 5093.870605
	Iteration 8F: 3 clusters Score -5607992 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5609667.000000 Penalty: 5093.870605
	Iteration 9F: 3 clusters Score -5609667 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5611109.500000 Penalty: 5093.870605
	Iteration 10F: 3 clusters Score -5611110 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5612025.500000 Penalty: 5093.870605
	Iteration 11Q: 3 clusters Score -5612026 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5612489.500000 Penalty: 5093.870605
	Iteration 12Q: 3 clusters Score -5612490 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5612687.500000 Penalty: 5093.870605
	Iteration 13Q: 3 clusters Score -5612688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5612801.000000 Penalty: 5093.870605
	Iteration 14Q: 3 clusters Score -5612801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5612837.000000 Penalty: 5093.870605
	Iteration 15Q: 3 clusters Score -5612837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5612880.000000 Penalty: 5093.870605
	Iteration 16Q: 3 clusters Score -5612880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5612900.500000 Penalty: 5093.870605
	Iteration 17Q: 3 clusters Score -5612900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5612907.000000 Penalty: 5093.870605
	Iteration 18Q: 3 clusters Score -5612907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5612905.000000 Penalty: 5093.870605
	Iteration 19Q: 3 clusters Score -5612905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5612906.000000 Penalty: 5093.870605
	Iteration 20F: 3 clusters Score -5612906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5612907.000000 Penalty: 5093.870605
	Iteration 21Q: 3 clusters Score -5612907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5612906.500000 Penalty: 5093.870605
	Iteration 22Q: 3 clusters Score -5612906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5612911.500000 Penalty: 5093.870605
	Iteration 23Q: 3 clusters Score -5612912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5612911.500000 Penalty: 5093.870605
	Iteration 24Q: 3 clusters Score -5612912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5612918.000000 Penalty: 5093.870605
	Iteration 25Q: 3 clusters Score -5612918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5612922.500000 Penalty: 5093.870605
	Iteration 26Q: 3 clusters Score -5612922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5612928.000000 Penalty: 5093.870605
	Iteration 27Q: 3 clusters Score -5612928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5612928.000000 Penalty: 5093.870605
	Iteration 28F: 3 clusters Score -5612928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Entering Unmasked Estep 
Score: -3592071.000000 Penalty: 2416.793701
	Iteration 0F: 2 clusters Score -3592071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3581001.500000 Penalty: 4833.587402
	Iteration 0F: 3 clusters Score -3581002 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3585029.000000 Penalty: 4833.587402
	Iteration 1F: 3 clusters Score -3585029 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3585401.500000 Penalty: 4833.587402
	Iteration 2F: 3 clusters Score -3585402 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3585683.500000 Penalty: 4833.587402
	Iteration 3Q: 3 clusters Score -3585684 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3585958.250000 Penalty: 4833.587402
	Iteration 4Q: 3 clusters Score -3585958 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3586215.000000 Penalty: 4833.587402
	Iteration 5Q: 3 clusters Score -3586215 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3586495.500000 Penalty: 4833.587402
	Iteration 6Q: 3 clusters Score -3586496 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3586874.250000 Penalty: 4833.587402
	Iteration 7Q: 3 clusters Score -3586874 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3587256.750000 Penalty: 4833.587402
	Iteration 8Q: 3 clusters Score -3587257 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3587544.000000 Penalty: 4833.587402
	Iteration 9Q: 3 clusters Score -3587544 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3587844.000000 Penalty: 4833.587402
	Iteration 10Q: 3 clusters Score -3587844 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3588308.250000 Penalty: 4833.587402
	Iteration 11Q: 3 clusters Score -3588308 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3588766.250000 Penalty: 4833.587402
	Iteration 12Q: 3 clusters Score -3588766 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3589167.750000 Penalty: 4833.587402
	Iteration 13Q: 3 clusters Score -3589168 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3589451.750000 Penalty: 4833.587402
	Iteration 14Q: 3 clusters Score -3589452 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3589652.000000 Penalty: 4833.587402
	Iteration 15Q: 3 clusters Score -3589652 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3589776.000000 Penalty: 4833.587402
	Iteration 16Q: 3 clusters Score -3589776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3589861.000000 Penalty: 4833.587402
	Iteration 17Q: 3 clusters Score -3589861 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3589911.000000 Penalty: 4833.587402
	Iteration 18Q: 3 clusters Score -3589911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3589946.250000 Penalty: 4833.587402
	Iteration 19Q: 3 clusters Score -3589946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3589971.000000 Penalty: 4833.587402
	Iteration 20F: 3 clusters Score -3589971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3589983.250000 Penalty: 4833.587402
	Iteration 21Q: 3 clusters Score -3589983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3590008.250000 Penalty: 4833.587402
	Iteration 22Q: 3 clusters Score -3590008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3590016.750000 Penalty: 4833.587402
	Iteration 23Q: 3 clusters Score -3590017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3590022.250000 Penalty: 4833.587402
	Iteration 24Q: 3 clusters Score -3590022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3590030.750000 Penalty: 4833.587402
	Iteration 25Q: 3 clusters Score -3590031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3590028.000000 Penalty: 4833.587402
	Iteration 26Q: 3 clusters Score -3590028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3590032.000000 Penalty: 4833.587402
	Iteration 27Q: 3 clusters Score -3590032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3590034.250000 Penalty: 4833.587402
	Iteration 28Q: 3 clusters Score -3590034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3590032.750000 Penalty: 4833.587402
	Iteration 29Q: 3 clusters Score -3590033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3590036.000000 Penalty: 4833.587402
	Iteration 30Q: 3 clusters Score -3590036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3590036.000000 Penalty: 4833.587402
	Iteration 31F: 3 clusters Score -3590036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (34600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Entering Unmasked Estep 
Score: -6640947.000000 Penalty: 2591.999023
	Iteration 0F: 2 clusters Score -6640947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -6618396.000000 Penalty: 5183.998047
	Iteration 0F: 3 clusters Score -6618396 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -6626859.000000 Penalty: 5183.998047
	Iteration 1F: 3 clusters Score -6626859 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -6627286.500000 Penalty: 5183.998047
	Iteration 2Q: 3 clusters Score -6627286 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6627580.000000 Penalty: 5183.998047
	Iteration 3Q: 3 clusters Score -6627580 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -6627856.000000 Penalty: 5183.998047
	Iteration 4Q: 3 clusters Score -6627856 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -6628104.000000 Penalty: 5183.998047
	Iteration 5Q: 3 clusters Score -6628104 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -6628298.500000 Penalty: 5183.998047
	Iteration 6Q: 3 clusters Score -6628298 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -6628508.000000 Penalty: 5183.998047
	Iteration 7Q: 3 clusters Score -6628508 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -6628721.500000 Penalty: 5183.998047
	Iteration 8Q: 3 clusters Score -6628722 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -6628982.000000 Penalty: 5183.998047
	Iteration 9Q: 3 clusters Score -6628982 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -6629314.000000 Penalty: 5183.998047
	Iteration 10Q: 3 clusters Score -6629314 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -6629815.500000 Penalty: 5183.998047
	Iteration 11Q: 3 clusters Score -6629816 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -6630594.000000 Penalty: 5183.998047
	Iteration 12Q: 3 clusters Score -6630594 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -6631621.500000 Penalty: 5183.998047
	Iteration 13F: 3 clusters Score -6631622 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -6633144.000000 Penalty: 5183.998047
	Iteration 14F: 3 clusters Score -6633144 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -6634867.500000 Penalty: 5183.998047
	Iteration 15F: 3 clusters Score -6634868 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6636445.500000 Penalty: 5183.998047
	Iteration 16F: 3 clusters Score -6636446 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6637527.000000 Penalty: 5183.998047
	Iteration 17Q: 3 clusters Score -6637527 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6638122.500000 Penalty: 5183.998047
	Iteration 18Q: 3 clusters Score -6638122 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6638346.000000 Penalty: 5183.998047
	Iteration 19Q: 3 clusters Score -6638346 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6638458.000000 Penalty: 5183.998047
	Iteration 20F: 3 clusters Score -6638458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6638506.500000 Penalty: 5183.998047
	Iteration 21Q: 3 clusters Score -6638506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6638565.000000 Penalty: 5183.998047
	Iteration 22Q: 3 clusters Score -6638565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6638589.000000 Penalty: 5183.998047
	Iteration 23Q: 3 clusters Score -6638589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6638610.000000 Penalty: 5183.998047
	Iteration 24Q: 3 clusters Score -6638610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6638626.500000 Penalty: 5183.998047
	Iteration 25Q: 3 clusters Score -6638626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6638648.500000 Penalty: 5183.998047
	Iteration 26Q: 3 clusters Score -6638648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6638660.000000 Penalty: 5183.998047
	Iteration 27Q: 3 clusters Score -6638660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6638659.000000 Penalty: 5183.998047
	Iteration 28Q: 3 clusters Score -6638659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6638660.500000 Penalty: 5183.998047
	Iteration 29Q: 3 clusters Score -6638660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6638660.500000 Penalty: 5183.998047
	Iteration 30F: 3 clusters Score -6638660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5158 members 
Mstep: Class 8 contains 33543 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18299 members 
Mstep: Class 13 contains 30132 members 
Mstep: Class 14 contains 31195 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15551 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6969 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 28653 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 17398 members 
Mstep: Class 28 contains 27076 members 
Mstep: Class 29 contains 24738 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24216 members 
Mstep: Class 33 contains 9511 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2887 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11524 members 
Mstep: Class 42 contains 28209 members 
Mstep: Class 43 contains 7461 members 
Mstep: Class 44 contains 59111 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14993 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41316 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20584 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14716 members 
Mstep: Class 55 contains 26584 members 
Mstep: Class 56 contains 25252 members 
Mstep: Class 57 contains 1994 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14591 members 
Mstep: Class 60 contains 32440 members 
Mstep: Class 61 contains 4787 members 
Mstep: Class 62 contains 15730 members 
Mstep: Class 63 contains 30745 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18916 members 
Mstep: Class 67 contains 30612 members 
Mstep: Class 68 contains 29554 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28851 members 
Mstep: Class 71 contains 17071 members 
Mstep: Class 72 contains 34600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375120.000000 Penalty: 243551.406250
Iteration 319Q: 73 clusters Score -1.613751e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5243 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 33670 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18286 members 
Mstep: Class 13 contains 30141 members 
Mstep: Class 14 contains 31209 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6973 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 28630 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17413 members 
Mstep: Class 28 contains 26872 members 
Mstep: Class 29 contains 24743 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24208 members 
Mstep: Class 33 contains 9507 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2885 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11535 members 
Mstep: Class 42 contains 28202 members 
Mstep: Class 43 contains 7465 members 
Mstep: Class 44 contains 59087 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14982 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41323 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20593 members 
Mstep: Class 52 contains 6383 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14716 members 
Mstep: Class 55 contains 26736 members 
Mstep: Class 56 contains 25167 members 
Mstep: Class 57 contains 1994 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14582 members 
Mstep: Class 60 contains 32429 members 
Mstep: Class 61 contains 4791 members 
Mstep: Class 62 contains 15722 members 
Mstep: Class 63 contains 30731 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18918 members 
Mstep: Class 67 contains 30486 members 
Mstep: Class 68 contains 29545 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28914 members 
Mstep: Class 71 contains 17078 members 
Mstep: Class 72 contains 34723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375056.000000 Penalty: 243551.406250
Iteration 320F: 73 clusters Score -1.613751e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5243 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5165 members 
Mstep: Class 8 contains 33806 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18270 members 
Mstep: Class 13 contains 30154 members 
Mstep: Class 14 contains 31226 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15566 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 6976 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5062 members 
Mstep: Class 24 contains 28600 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17417 members 
Mstep: Class 28 contains 26672 members 
Mstep: Class 29 contains 24773 members 
Mstep: Class 30 contains 3767 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24186 members 
Mstep: Class 33 contains 9507 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2887 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11553 members 
Mstep: Class 42 contains 28222 members 
Mstep: Class 43 contains 7467 members 
Mstep: Class 44 contains 59085 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14980 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41335 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20596 members 
Mstep: Class 52 contains 6387 members 
Mstep: Class 53 contains 3081 members 
Mstep: Class 54 contains 14715 members 
Mstep: Class 55 contains 26886 members 
Mstep: Class 56 contains 25045 members 
Mstep: Class 57 contains 1995 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14591 members 
Mstep: Class 60 contains 32419 members 
Mstep: Class 61 contains 4791 members 
Mstep: Class 62 contains 15712 members 
Mstep: Class 63 contains 30710 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18930 members 
Mstep: Class 67 contains 30337 members 
Mstep: Class 68 contains 29540 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28973 members 
Mstep: Class 71 contains 17085 members 
Mstep: Class 72 contains 34805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374544.000000 Penalty: 243551.406250
Iteration 321Q: 73 clusters Score -1.613745e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5243 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 33921 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 18268 members 
Mstep: Class 13 contains 30235 members 
Mstep: Class 14 contains 31247 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15569 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 28568 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17408 members 
Mstep: Class 28 contains 26507 members 
Mstep: Class 29 contains 24803 members 
Mstep: Class 30 contains 3767 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24188 members 
Mstep: Class 33 contains 9502 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2889 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11586 members 
Mstep: Class 42 contains 28201 members 
Mstep: Class 43 contains 7466 members 
Mstep: Class 44 contains 59074 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14972 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41334 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20594 members 
Mstep: Class 52 contains 6386 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14719 members 
Mstep: Class 55 contains 27033 members 
Mstep: Class 56 contains 24938 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14596 members 
Mstep: Class 60 contains 32403 members 
Mstep: Class 61 contains 4790 members 
Mstep: Class 62 contains 15702 members 
Mstep: Class 63 contains 30696 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18936 members 
Mstep: Class 67 contains 30185 members 
Mstep: Class 68 contains 29535 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 29005 members 
Mstep: Class 71 contains 17081 members 
Mstep: Class 72 contains 34890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374880.000000 Penalty: 243551.406250
Iteration 322Q: 73 clusters Score -1.613749e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5241 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 34030 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 18263 members 
Mstep: Class 13 contains 30351 members 
Mstep: Class 14 contains 31251 members 
Mstep: Class 15 contains 6441 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15565 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 6986 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 28548 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17402 members 
Mstep: Class 28 contains 26420 members 
Mstep: Class 29 contains 24827 members 
Mstep: Class 30 contains 3766 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24187 members 
Mstep: Class 33 contains 9501 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2889 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11619 members 
Mstep: Class 42 contains 28170 members 
Mstep: Class 43 contains 7468 members 
Mstep: Class 44 contains 59072 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14962 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41329 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20595 members 
Mstep: Class 52 contains 6382 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 14720 members 
Mstep: Class 55 contains 27137 members 
Mstep: Class 56 contains 24839 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14608 members 
Mstep: Class 60 contains 32412 members 
Mstep: Class 61 contains 4788 members 
Mstep: Class 62 contains 15692 members 
Mstep: Class 63 contains 30688 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18935 members 
Mstep: Class 67 contains 30029 members 
Mstep: Class 68 contains 29529 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28976 members 
Mstep: Class 71 contains 17075 members 
Mstep: Class 72 contains 34964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374912.000000 Penalty: 243551.406250
Iteration 323Q: 73 clusters Score -1.613749e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 34125 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18267 members 
Mstep: Class 13 contains 30483 members 
Mstep: Class 14 contains 31260 members 
Mstep: Class 15 contains 6441 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15560 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5055 members 
Mstep: Class 24 contains 28524 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17400 members 
Mstep: Class 28 contains 26336 members 
Mstep: Class 29 contains 24872 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24180 members 
Mstep: Class 33 contains 9494 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2890 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11644 members 
Mstep: Class 42 contains 28124 members 
Mstep: Class 43 contains 7470 members 
Mstep: Class 44 contains 59065 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14950 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41333 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20604 members 
Mstep: Class 52 contains 6384 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14714 members 
Mstep: Class 55 contains 27252 members 
Mstep: Class 56 contains 24721 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14608 members 
Mstep: Class 60 contains 32420 members 
Mstep: Class 61 contains 4789 members 
Mstep: Class 62 contains 15670 members 
Mstep: Class 63 contains 30684 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18935 members 
Mstep: Class 67 contains 29916 members 
Mstep: Class 68 contains 29526 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28932 members 
Mstep: Class 71 contains 17071 members 
Mstep: Class 72 contains 35017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374928.000000 Penalty: 243551.406250
Iteration 324Q: 73 clusters Score -1.613749e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5239 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5171 members 
Mstep: Class 8 contains 34184 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18256 members 
Mstep: Class 13 contains 30633 members 
Mstep: Class 14 contains 31271 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15560 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 28500 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17393 members 
Mstep: Class 28 contains 26299 members 
Mstep: Class 29 contains 24914 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24187 members 
Mstep: Class 33 contains 9495 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2889 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11678 members 
Mstep: Class 42 contains 28053 members 
Mstep: Class 43 contains 7473 members 
Mstep: Class 44 contains 59075 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14941 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41331 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20582 members 
Mstep: Class 52 contains 6382 members 
Mstep: Class 53 contains 3081 members 
Mstep: Class 54 contains 14717 members 
Mstep: Class 55 contains 27332 members 
Mstep: Class 56 contains 24593 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14625 members 
Mstep: Class 60 contains 32423 members 
Mstep: Class 61 contains 4785 members 
Mstep: Class 62 contains 15661 members 
Mstep: Class 63 contains 30675 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18949 members 
Mstep: Class 67 contains 29844 members 
Mstep: Class 68 contains 29521 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28896 members 
Mstep: Class 71 contains 17063 members 
Mstep: Class 72 contains 35050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374832.000000 Penalty: 243551.406250
Iteration 325Q: 73 clusters Score -1.613748e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5239 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 34218 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18232 members 
Mstep: Class 13 contains 30785 members 
Mstep: Class 14 contains 31283 members 
Mstep: Class 15 contains 6437 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15564 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6980 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 28474 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17388 members 
Mstep: Class 28 contains 26294 members 
Mstep: Class 29 contains 24944 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24164 members 
Mstep: Class 33 contains 9490 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2888 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11708 members 
Mstep: Class 42 contains 28002 members 
Mstep: Class 43 contains 7472 members 
Mstep: Class 44 contains 59081 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14933 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41332 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20570 members 
Mstep: Class 52 contains 6380 members 
Mstep: Class 53 contains 3081 members 
Mstep: Class 54 contains 14726 members 
Mstep: Class 55 contains 27439 members 
Mstep: Class 56 contains 24451 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14640 members 
Mstep: Class 60 contains 32425 members 
Mstep: Class 61 contains 4786 members 
Mstep: Class 62 contains 15651 members 
Mstep: Class 63 contains 30682 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18954 members 
Mstep: Class 67 contains 29823 members 
Mstep: Class 68 contains 29510 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28811 members 
Mstep: Class 71 contains 17071 members 
Mstep: Class 72 contains 35070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374784.000000 Penalty: 243551.406250
Iteration 326Q: 73 clusters Score -1.613748e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5239 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 34249 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 30927 members 
Mstep: Class 14 contains 31294 members 
Mstep: Class 15 contains 6436 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15569 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6978 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 28468 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17376 members 
Mstep: Class 28 contains 26257 members 
Mstep: Class 29 contains 24962 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24153 members 
Mstep: Class 33 contains 9491 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2890 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11742 members 
Mstep: Class 42 contains 27980 members 
Mstep: Class 43 contains 7470 members 
Mstep: Class 44 contains 59074 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14934 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41346 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20568 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3080 members 
Mstep: Class 54 contains 14733 members 
Mstep: Class 55 contains 27545 members 
Mstep: Class 56 contains 24323 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14641 members 
Mstep: Class 60 contains 32419 members 
Mstep: Class 61 contains 4787 members 
Mstep: Class 62 contains 15641 members 
Mstep: Class 63 contains 30692 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18951 members 
Mstep: Class 67 contains 29794 members 
Mstep: Class 68 contains 29498 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28719 members 
Mstep: Class 71 contains 17074 members 
Mstep: Class 72 contains 35081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374848.000000 Penalty: 243551.406250
Iteration 327Q: 73 clusters Score -1.613748e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5238 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 34263 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 31074 members 
Mstep: Class 14 contains 31292 members 
Mstep: Class 15 contains 6436 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15573 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6978 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 28455 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17366 members 
Mstep: Class 28 contains 26223 members 
Mstep: Class 29 contains 24964 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24141 members 
Mstep: Class 33 contains 9485 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2891 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11767 members 
Mstep: Class 42 contains 27947 members 
Mstep: Class 43 contains 7471 members 
Mstep: Class 44 contains 59067 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14944 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41358 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20549 members 
Mstep: Class 52 contains 6371 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 14737 members 
Mstep: Class 55 contains 27618 members 
Mstep: Class 56 contains 24216 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14649 members 
Mstep: Class 60 contains 32419 members 
Mstep: Class 61 contains 4787 members 
Mstep: Class 62 contains 15624 members 
Mstep: Class 63 contains 30715 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18954 members 
Mstep: Class 67 contains 29809 members 
Mstep: Class 68 contains 29496 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28636 members 
Mstep: Class 71 contains 17069 members 
Mstep: Class 72 contains 35091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375040.000000 Penalty: 243551.406250
Iteration 328Q: 73 clusters Score -1.61375e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5171 members 
Mstep: Class 8 contains 34268 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18258 members 
Mstep: Class 13 contains 31182 members 
Mstep: Class 14 contains 31304 members 
Mstep: Class 15 contains 6435 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15580 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6978 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 28444 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17356 members 
Mstep: Class 28 contains 26195 members 
Mstep: Class 29 contains 24973 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24135 members 
Mstep: Class 33 contains 9476 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11785 members 
Mstep: Class 42 contains 27902 members 
Mstep: Class 43 contains 7471 members 
Mstep: Class 44 contains 59065 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14958 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41363 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20530 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3079 members 
Mstep: Class 54 contains 14746 members 
Mstep: Class 55 contains 27692 members 
Mstep: Class 56 contains 24098 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14657 members 
Mstep: Class 60 contains 32400 members 
Mstep: Class 61 contains 4787 members 
Mstep: Class 62 contains 15616 members 
Mstep: Class 63 contains 30729 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18930 members 
Mstep: Class 67 contains 29865 members 
Mstep: Class 68 contains 29496 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28547 members 
Mstep: Class 71 contains 17080 members 
Mstep: Class 72 contains 35099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374704.000000 Penalty: 243551.406250
Iteration 329Q: 73 clusters Score -1.613747e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5235 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 8 contains 34267 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18276 members 
Mstep: Class 13 contains 31279 members 
Mstep: Class 14 contains 31311 members 
Mstep: Class 15 contains 6434 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15586 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 6978 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 28435 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17351 members 
Mstep: Class 28 contains 26226 members 
Mstep: Class 29 contains 24960 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24133 members 
Mstep: Class 33 contains 9472 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11808 members 
Mstep: Class 42 contains 27887 members 
Mstep: Class 43 contains 7471 members 
Mstep: Class 44 contains 59055 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14964 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41362 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20499 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3076 members 
Mstep: Class 54 contains 14751 members 
Mstep: Class 55 contains 27781 members 
Mstep: Class 56 contains 23976 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14658 members 
Mstep: Class 60 contains 32391 members 
Mstep: Class 61 contains 4788 members 
Mstep: Class 62 contains 15608 members 
Mstep: Class 63 contains 30746 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18903 members 
Mstep: Class 67 contains 29940 members 
Mstep: Class 68 contains 29491 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28410 members 
Mstep: Class 71 contains 17096 members 
Mstep: Class 72 contains 35110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374640.000000 Penalty: 243551.406250
Iteration 330Q: 73 clusters Score -1.613746e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 34276 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18291 members 
Mstep: Class 13 contains 31354 members 
Mstep: Class 14 contains 31316 members 
Mstep: Class 15 contains 6433 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15581 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 6973 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 28427 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17344 members 
Mstep: Class 28 contains 26282 members 
Mstep: Class 29 contains 24933 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24133 members 
Mstep: Class 33 contains 9466 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11840 members 
Mstep: Class 42 contains 27901 members 
Mstep: Class 43 contains 7473 members 
Mstep: Class 44 contains 59047 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14963 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41366 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20486 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3073 members 
Mstep: Class 54 contains 14754 members 
Mstep: Class 55 contains 27845 members 
Mstep: Class 56 contains 23854 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14653 members 
Mstep: Class 60 contains 32385 members 
Mstep: Class 61 contains 4789 members 
Mstep: Class 62 contains 15603 members 
Mstep: Class 63 contains 30762 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18868 members 
Mstep: Class 67 contains 30013 members 
Mstep: Class 68 contains 29494 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28276 members 
Mstep: Class 71 contains 17113 members 
Mstep: Class 72 contains 35115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374384.000000 Penalty: 243551.406250
Iteration 331Q: 73 clusters Score -1.613744e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 34269 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18298 members 
Mstep: Class 13 contains 31391 members 
Mstep: Class 14 contains 31327 members 
Mstep: Class 15 contains 6432 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 19 contains 6969 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 28415 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17337 members 
Mstep: Class 28 contains 26328 members 
Mstep: Class 29 contains 24906 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24144 members 
Mstep: Class 33 contains 9463 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11878 members 
Mstep: Class 42 contains 27948 members 
Mstep: Class 43 contains 7472 members 
Mstep: Class 44 contains 59040 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14957 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41360 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20462 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3068 members 
Mstep: Class 54 contains 14762 members 
Mstep: Class 55 contains 27903 members 
Mstep: Class 56 contains 23751 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14651 members 
Mstep: Class 60 contains 32383 members 
Mstep: Class 61 contains 4788 members 
Mstep: Class 62 contains 15596 members 
Mstep: Class 63 contains 30769 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18821 members 
Mstep: Class 67 contains 30085 members 
Mstep: Class 68 contains 29497 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28123 members 
Mstep: Class 71 contains 17135 members 
Mstep: Class 72 contains 35144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374560.000000 Penalty: 243551.406250
Iteration 332Q: 73 clusters Score -1.613746e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5233 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 8 contains 34269 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18303 members 
Mstep: Class 13 contains 31428 members 
Mstep: Class 14 contains 31333 members 
Mstep: Class 15 contains 6430 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15627 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6967 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 28399 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17327 members 
Mstep: Class 28 contains 26357 members 
Mstep: Class 29 contains 24878 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24142 members 
Mstep: Class 33 contains 9461 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11913 members 
Mstep: Class 42 contains 28046 members 
Mstep: Class 43 contains 7471 members 
Mstep: Class 44 contains 59046 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14952 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41356 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20451 members 
Mstep: Class 52 contains 6379 members 
Mstep: Class 53 contains 3068 members 
Mstep: Class 54 contains 14764 members 
Mstep: Class 55 contains 27909 members 
Mstep: Class 56 contains 23690 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14650 members 
Mstep: Class 60 contains 32375 members 
Mstep: Class 61 contains 4786 members 
Mstep: Class 62 contains 15588 members 
Mstep: Class 63 contains 30781 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18801 members 
Mstep: Class 67 contains 30139 members 
Mstep: Class 68 contains 29503 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 27963 members 
Mstep: Class 71 contains 17143 members 
Mstep: Class 72 contains 35164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374880.000000 Penalty: 243551.406250
Iteration 333Q: 73 clusters Score -1.613749e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5233 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5178 members 
Mstep: Class 8 contains 34279 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18302 members 
Mstep: Class 13 contains 31440 members 
Mstep: Class 14 contains 31338 members 
Mstep: Class 15 contains 6430 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6967 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 28380 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17318 members 
Mstep: Class 28 contains 26386 members 
Mstep: Class 29 contains 24870 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24125 members 
Mstep: Class 33 contains 9462 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2892 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11944 members 
Mstep: Class 42 contains 28162 members 
Mstep: Class 43 contains 7469 members 
Mstep: Class 44 contains 59041 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14951 members 
Mstep: Class 47 contains 2635 members 
Mstep: Class 48 contains 41351 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20456 members 
Mstep: Class 52 contains 6379 members 
Mstep: Class 53 contains 3070 members 
Mstep: Class 54 contains 14776 members 
Mstep: Class 55 contains 27858 members 
Mstep: Class 56 contains 23632 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14651 members 
Mstep: Class 60 contains 32377 members 
Mstep: Class 61 contains 4784 members 
Mstep: Class 62 contains 15560 members 
Mstep: Class 63 contains 30779 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18771 members 
Mstep: Class 67 contains 30161 members 
Mstep: Class 68 contains 29515 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 27880 members 
Mstep: Class 71 contains 17166 members 
Mstep: Class 72 contains 35183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375024.000000 Penalty: 243551.406250
Iteration 334Q: 73 clusters Score -1.61375e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5172 members 
Mstep: Class 8 contains 34282 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 31494 members 
Mstep: Class 14 contains 31336 members 
Mstep: Class 15 contains 6429 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 28373 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17305 members 
Mstep: Class 28 contains 26393 members 
Mstep: Class 29 contains 24860 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24126 members 
Mstep: Class 33 contains 9454 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2892 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 11969 members 
Mstep: Class 42 contains 28261 members 
Mstep: Class 43 contains 7466 members 
Mstep: Class 44 contains 59031 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14956 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41353 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20446 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3069 members 
Mstep: Class 54 contains 14786 members 
Mstep: Class 55 contains 27799 members 
Mstep: Class 56 contains 23595 members 
Mstep: Class 57 contains 1995 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14669 members 
Mstep: Class 60 contains 32383 members 
Mstep: Class 61 contains 4783 members 
Mstep: Class 62 contains 15541 members 
Mstep: Class 63 contains 30782 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18746 members 
Mstep: Class 67 contains 30181 members 
Mstep: Class 68 contains 29517 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 27811 members 
Mstep: Class 71 contains 17188 members 
Mstep: Class 72 contains 35182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374880.000000 Penalty: 243551.406250
Iteration 335Q: 73 clusters Score -1.613749e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 34287 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18326 members 
Mstep: Class 13 contains 31525 members 
Mstep: Class 14 contains 31335 members 
Mstep: Class 15 contains 6429 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 28369 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17291 members 
Mstep: Class 28 contains 26397 members 
Mstep: Class 29 contains 24854 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24120 members 
Mstep: Class 33 contains 9448 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12003 members 
Mstep: Class 42 contains 28388 members 
Mstep: Class 43 contains 7467 members 
Mstep: Class 44 contains 59030 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14961 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41360 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20421 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3068 members 
Mstep: Class 54 contains 14795 members 
Mstep: Class 55 contains 27741 members 
Mstep: Class 56 contains 23554 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14679 members 
Mstep: Class 60 contains 32395 members 
Mstep: Class 61 contains 4780 members 
Mstep: Class 62 contains 15522 members 
Mstep: Class 63 contains 30785 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18717 members 
Mstep: Class 67 contains 30160 members 
Mstep: Class 68 contains 29511 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 27764 members 
Mstep: Class 71 contains 17211 members 
Mstep: Class 72 contains 35179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374928.000000 Penalty: 243551.406250
Iteration 336Q: 73 clusters Score -1.613749e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 8 contains 34287 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18331 members 
Mstep: Class 13 contains 31547 members 
Mstep: Class 14 contains 31317 members 
Mstep: Class 15 contains 6429 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15636 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 28370 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17293 members 
Mstep: Class 28 contains 26395 members 
Mstep: Class 29 contains 24839 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24122 members 
Mstep: Class 33 contains 9444 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12054 members 
Mstep: Class 42 contains 28500 members 
Mstep: Class 43 contains 7465 members 
Mstep: Class 44 contains 59028 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14959 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41371 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20403 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3066 members 
Mstep: Class 54 contains 14798 members 
Mstep: Class 55 contains 27674 members 
Mstep: Class 56 contains 23515 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14679 members 
Mstep: Class 60 contains 32414 members 
Mstep: Class 61 contains 4777 members 
Mstep: Class 62 contains 15493 members 
Mstep: Class 63 contains 30799 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18688 members 
Mstep: Class 67 contains 30131 members 
Mstep: Class 68 contains 29515 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 27781 members 
Mstep: Class 71 contains 17207 members 
Mstep: Class 72 contains 35179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375168.000000 Penalty: 243551.406250
Iteration 337Q: 73 clusters Score -1.613752e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 8 contains 34297 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 31555 members 
Mstep: Class 14 contains 31307 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 28368 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17290 members 
Mstep: Class 28 contains 26396 members 
Mstep: Class 29 contains 24821 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24132 members 
Mstep: Class 33 contains 9444 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2892 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12096 members 
Mstep: Class 42 contains 28577 members 
Mstep: Class 43 contains 7465 members 
Mstep: Class 44 contains 59023 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14952 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20399 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3066 members 
Mstep: Class 54 contains 14806 members 
Mstep: Class 55 contains 27626 members 
Mstep: Class 56 contains 23478 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14672 members 
Mstep: Class 60 contains 32420 members 
Mstep: Class 61 contains 4777 members 
Mstep: Class 62 contains 15468 members 
Mstep: Class 63 contains 30807 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18670 members 
Mstep: Class 67 contains 30099 members 
Mstep: Class 68 contains 29511 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 27813 members 
Mstep: Class 71 contains 17206 members 
Mstep: Class 72 contains 35184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375360.000000 Penalty: 243551.406250
Iteration 338Q: 73 clusters Score -1.613754e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5171 members 
Mstep: Class 8 contains 34291 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18329 members 
Mstep: Class 13 contains 31574 members 
Mstep: Class 14 contains 31308 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6973 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 28364 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17282 members 
Mstep: Class 28 contains 26382 members 
Mstep: Class 29 contains 24812 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24139 members 
Mstep: Class 33 contains 9446 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12126 members 
Mstep: Class 42 contains 28628 members 
Mstep: Class 43 contains 7465 members 
Mstep: Class 44 contains 59019 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14955 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41369 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20395 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3067 members 
Mstep: Class 54 contains 14811 members 
Mstep: Class 55 contains 27541 members 
Mstep: Class 56 contains 23441 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14666 members 
Mstep: Class 60 contains 32416 members 
Mstep: Class 61 contains 4776 members 
Mstep: Class 62 contains 15464 members 
Mstep: Class 63 contains 30806 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18651 members 
Mstep: Class 67 contains 30080 members 
Mstep: Class 68 contains 29506 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 27909 members 
Mstep: Class 71 contains 17219 members 
Mstep: Class 72 contains 35192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375280.000000 Penalty: 243551.406250
Iteration 339Q: 73 clusters Score -1.613753e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5233 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 34286 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18327 members 
Mstep: Class 13 contains 31597 members 
Mstep: Class 14 contains 31316 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 28353 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17272 members 
Mstep: Class 28 contains 26329 members 
Mstep: Class 29 contains 24810 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24141 members 
Mstep: Class 33 contains 9443 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2892 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12161 members 
Mstep: Class 42 contains 28680 members 
Mstep: Class 43 contains 7461 members 
Mstep: Class 44 contains 59023 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14954 members 
Mstep: Class 47 contains 2634 members 
Mstep: Class 48 contains 41368 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20394 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3068 members 
Mstep: Class 54 contains 14821 members 
Mstep: Class 55 contains 27481 members 
Mstep: Class 56 contains 23428 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14663 members 
Mstep: Class 60 contains 32416 members 
Mstep: Class 61 contains 4778 members 
Mstep: Class 62 contains 15442 members 
Mstep: Class 63 contains 30798 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18622 members 
Mstep: Class 67 contains 30059 members 
Mstep: Class 68 contains 29495 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28001 members 
Mstep: Class 71 contains 17241 members 
Mstep: Class 72 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375136.000000 Penalty: 243551.406250
Iteration 340F: 73 clusters Score -1.613751e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 34278 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 18324 members 
Mstep: Class 13 contains 31634 members 
Mstep: Class 14 contains 31321 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6974 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 28344 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17266 members 
Mstep: Class 28 contains 26277 members 
Mstep: Class 29 contains 24807 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24126 members 
Mstep: Class 33 contains 9442 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2892 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12186 members 
Mstep: Class 42 contains 28690 members 
Mstep: Class 43 contains 7462 members 
Mstep: Class 44 contains 59024 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14947 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41367 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20387 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3065 members 
Mstep: Class 54 contains 14822 members 
Mstep: Class 55 contains 27458 members 
Mstep: Class 56 contains 23392 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14668 members 
Mstep: Class 60 contains 32422 members 
Mstep: Class 61 contains 4778 members 
Mstep: Class 62 contains 15441 members 
Mstep: Class 63 contains 30796 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18604 members 
Mstep: Class 67 contains 30026 members 
Mstep: Class 68 contains 29481 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28126 members 
Mstep: Class 71 contains 17252 members 
Mstep: Class 72 contains 35214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375424.000000 Penalty: 243551.406250
Iteration 341Q: 73 clusters Score -1.613754e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 8 contains 34271 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 31676 members 
Mstep: Class 14 contains 31315 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6974 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 28335 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 26214 members 
Mstep: Class 29 contains 24812 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24125 members 
Mstep: Class 33 contains 9442 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12216 members 
Mstep: Class 42 contains 28690 members 
Mstep: Class 43 contains 7458 members 
Mstep: Class 44 contains 59016 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14944 members 
Mstep: Class 47 contains 2633 members 
Mstep: Class 48 contains 41367 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20375 members 
Mstep: Class 52 contains 6379 members 
Mstep: Class 53 contains 3064 members 
Mstep: Class 54 contains 14825 members 
Mstep: Class 55 contains 27466 members 
Mstep: Class 56 contains 23343 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14670 members 
Mstep: Class 60 contains 32423 members 
Mstep: Class 61 contains 4777 members 
Mstep: Class 62 contains 15431 members 
Mstep: Class 63 contains 30802 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18596 members 
Mstep: Class 67 contains 29982 members 
Mstep: Class 68 contains 29475 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28231 members 
Mstep: Class 71 contains 17247 members 
Mstep: Class 72 contains 35240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375632.000000 Penalty: 243551.406250
Iteration 342Q: 73 clusters Score -1.613756e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 34272 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 31702 members 
Mstep: Class 14 contains 31319 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 28334 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17262 members 
Mstep: Class 28 contains 26158 members 
Mstep: Class 29 contains 24809 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24129 members 
Mstep: Class 33 contains 9441 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12245 members 
Mstep: Class 42 contains 28679 members 
Mstep: Class 43 contains 7456 members 
Mstep: Class 44 contains 59007 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14937 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41370 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20363 members 
Mstep: Class 52 contains 6384 members 
Mstep: Class 53 contains 3065 members 
Mstep: Class 54 contains 14821 members 
Mstep: Class 55 contains 27511 members 
Mstep: Class 56 contains 23287 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14671 members 
Mstep: Class 60 contains 32426 members 
Mstep: Class 61 contains 4777 members 
Mstep: Class 62 contains 15423 members 
Mstep: Class 63 contains 30806 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18590 members 
Mstep: Class 67 contains 29951 members 
Mstep: Class 68 contains 29464 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28313 members 
Mstep: Class 71 contains 17249 members 
Mstep: Class 72 contains 35251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375872.000000 Penalty: 243551.406250
Iteration 343Q: 73 clusters Score -1.613759e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 34275 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18334 members 
Mstep: Class 13 contains 31737 members 
Mstep: Class 14 contains 31322 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15665 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 28330 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17268 members 
Mstep: Class 28 contains 26117 members 
Mstep: Class 29 contains 24809 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24130 members 
Mstep: Class 33 contains 9437 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12272 members 
Mstep: Class 42 contains 28643 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59003 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14933 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20344 members 
Mstep: Class 52 contains 6387 members 
Mstep: Class 53 contains 3064 members 
Mstep: Class 54 contains 14827 members 
Mstep: Class 55 contains 27585 members 
Mstep: Class 56 contains 23212 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14663 members 
Mstep: Class 60 contains 32435 members 
Mstep: Class 61 contains 4778 members 
Mstep: Class 62 contains 15406 members 
Mstep: Class 63 contains 30808 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18571 members 
Mstep: Class 67 contains 29909 members 
Mstep: Class 68 contains 29451 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28393 members 
Mstep: Class 71 contains 17263 members 
Mstep: Class 72 contains 35260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375840.000000 Penalty: 243551.406250
Iteration 344Q: 73 clusters Score -1.613758e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5165 members 
Mstep: Class 8 contains 34287 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18347 members 
Mstep: Class 13 contains 31762 members 
Mstep: Class 14 contains 31335 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 28325 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17263 members 
Mstep: Class 28 contains 26088 members 
Mstep: Class 29 contains 24821 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24122 members 
Mstep: Class 33 contains 9435 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12304 members 
Mstep: Class 42 contains 28642 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59005 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14932 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41370 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20324 members 
Mstep: Class 52 contains 6389 members 
Mstep: Class 53 contains 3065 members 
Mstep: Class 54 contains 14830 members 
Mstep: Class 55 contains 27671 members 
Mstep: Class 56 contains 23115 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14652 members 
Mstep: Class 60 contains 32445 members 
Mstep: Class 61 contains 4779 members 
Mstep: Class 62 contains 15395 members 
Mstep: Class 63 contains 30810 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18545 members 
Mstep: Class 67 contains 29884 members 
Mstep: Class 68 contains 29439 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28422 members 
Mstep: Class 71 contains 17280 members 
Mstep: Class 72 contains 35261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375744.000000 Penalty: 243551.406250
Iteration 345Q: 73 clusters Score -1.613757e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5162 members 
Mstep: Class 8 contains 34303 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18375 members 
Mstep: Class 13 contains 31779 members 
Mstep: Class 14 contains 31340 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15665 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 28321 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17263 members 
Mstep: Class 28 contains 26067 members 
Mstep: Class 29 contains 24842 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24136 members 
Mstep: Class 33 contains 9431 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 2896 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 28618 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59008 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14926 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41370 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 20275 members 
Mstep: Class 52 contains 6391 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14830 members 
Mstep: Class 55 contains 27791 members 
Mstep: Class 56 contains 23020 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14643 members 
Mstep: Class 60 contains 32438 members 
Mstep: Class 61 contains 4779 members 
Mstep: Class 62 contains 15386 members 
Mstep: Class 63 contains 30818 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18525 members 
Mstep: Class 67 contains 29857 members 
Mstep: Class 68 contains 29434 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28432 members 
Mstep: Class 71 contains 17283 members 
Mstep: Class 72 contains 35263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375808.000000 Penalty: 243551.406250
Iteration 346Q: 73 clusters Score -1.613758e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5161 members 
Mstep: Class 8 contains 34315 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18397 members 
Mstep: Class 13 contains 31818 members 
Mstep: Class 14 contains 31346 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6971 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28316 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17264 members 
Mstep: Class 28 contains 26030 members 
Mstep: Class 29 contains 24867 members 
Mstep: Class 30 contains 3765 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24147 members 
Mstep: Class 33 contains 9432 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12376 members 
Mstep: Class 42 contains 28590 members 
Mstep: Class 43 contains 7457 members 
Mstep: Class 44 contains 59009 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14918 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41373 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20237 members 
Mstep: Class 52 contains 6388 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14825 members 
Mstep: Class 55 contains 27877 members 
Mstep: Class 56 contains 22943 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14642 members 
Mstep: Class 60 contains 32441 members 
Mstep: Class 61 contains 4780 members 
Mstep: Class 62 contains 15369 members 
Mstep: Class 63 contains 30828 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18515 members 
Mstep: Class 67 contains 29827 members 
Mstep: Class 68 contains 29428 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28444 members 
Mstep: Class 71 contains 17287 members 
Mstep: Class 72 contains 35265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375776.000000 Penalty: 243551.406250
Iteration 347Q: 73 clusters Score -1.613758e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5160 members 
Mstep: Class 8 contains 34323 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 18422 members 
Mstep: Class 13 contains 31863 members 
Mstep: Class 14 contains 31330 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15651 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6975 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 28314 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17261 members 
Mstep: Class 28 contains 25998 members 
Mstep: Class 29 contains 24885 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24150 members 
Mstep: Class 33 contains 9434 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12404 members 
Mstep: Class 42 contains 28585 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59005 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14910 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20209 members 
Mstep: Class 52 contains 6390 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14824 members 
Mstep: Class 55 contains 27964 members 
Mstep: Class 56 contains 22880 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14642 members 
Mstep: Class 60 contains 32463 members 
Mstep: Class 61 contains 4779 members 
Mstep: Class 62 contains 15348 members 
Mstep: Class 63 contains 30837 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18490 members 
Mstep: Class 67 contains 29781 members 
Mstep: Class 68 contains 29430 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28436 members 
Mstep: Class 71 contains 17307 members 
Mstep: Class 72 contains 35272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375712.000000 Penalty: 243551.406250
Iteration 348Q: 73 clusters Score -1.613757e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5158 members 
Mstep: Class 8 contains 34329 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18435 members 
Mstep: Class 13 contains 31897 members 
Mstep: Class 14 contains 31328 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15651 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6974 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 28312 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17255 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 24911 members 
Mstep: Class 30 contains 3763 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24156 members 
Mstep: Class 33 contains 9430 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12426 members 
Mstep: Class 42 contains 28568 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59004 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14907 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20174 members 
Mstep: Class 52 contains 6392 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14819 members 
Mstep: Class 55 contains 28041 members 
Mstep: Class 56 contains 22828 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14647 members 
Mstep: Class 60 contains 32471 members 
Mstep: Class 61 contains 4780 members 
Mstep: Class 62 contains 15335 members 
Mstep: Class 63 contains 30844 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18472 members 
Mstep: Class 67 contains 29748 members 
Mstep: Class 68 contains 29426 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28413 members 
Mstep: Class 71 contains 17329 members 
Mstep: Class 72 contains 35275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375888.000000 Penalty: 243551.406250
Iteration 349Q: 73 clusters Score -1.613759e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5158 members 
Mstep: Class 8 contains 34348 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18429 members 
Mstep: Class 13 contains 31942 members 
Mstep: Class 14 contains 31326 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 28306 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17255 members 
Mstep: Class 28 contains 25982 members 
Mstep: Class 29 contains 24926 members 
Mstep: Class 30 contains 3763 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24167 members 
Mstep: Class 33 contains 9427 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12433 members 
Mstep: Class 42 contains 28570 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 58999 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14913 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41376 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20147 members 
Mstep: Class 52 contains 6390 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14828 members 
Mstep: Class 55 contains 28090 members 
Mstep: Class 56 contains 22760 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14648 members 
Mstep: Class 60 contains 32465 members 
Mstep: Class 61 contains 4777 members 
Mstep: Class 62 contains 15322 members 
Mstep: Class 63 contains 30870 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18468 members 
Mstep: Class 67 contains 29687 members 
Mstep: Class 68 contains 29423 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28404 members 
Mstep: Class 71 contains 17357 members 
Mstep: Class 72 contains 35285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375600.000000 Penalty: 243551.406250
Iteration 350Q: 73 clusters Score -1.613756e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5157 members 
Mstep: Class 8 contains 34349 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18436 members 
Mstep: Class 13 contains 32004 members 
Mstep: Class 14 contains 31326 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6969 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28299 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17252 members 
Mstep: Class 28 contains 26018 members 
Mstep: Class 29 contains 24951 members 
Mstep: Class 30 contains 3763 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24186 members 
Mstep: Class 33 contains 9422 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12445 members 
Mstep: Class 42 contains 28566 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 58995 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14910 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20110 members 
Mstep: Class 52 contains 6389 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14836 members 
Mstep: Class 55 contains 28132 members 
Mstep: Class 56 contains 22676 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14644 members 
Mstep: Class 60 contains 32464 members 
Mstep: Class 61 contains 4776 members 
Mstep: Class 62 contains 15310 members 
Mstep: Class 63 contains 30884 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18454 members 
Mstep: Class 67 contains 29642 members 
Mstep: Class 68 contains 29415 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28375 members 
Mstep: Class 71 contains 17389 members 
Mstep: Class 72 contains 35286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375504.000000 Penalty: 243551.406250
Iteration 351Q: 73 clusters Score -1.613755e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 34333 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18457 members 
Mstep: Class 13 contains 32061 members 
Mstep: Class 14 contains 31329 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6963 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 28296 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17239 members 
Mstep: Class 28 contains 25994 members 
Mstep: Class 29 contains 24987 members 
Mstep: Class 30 contains 3763 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24203 members 
Mstep: Class 33 contains 9415 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12449 members 
Mstep: Class 42 contains 28568 members 
Mstep: Class 43 contains 7456 members 
Mstep: Class 44 contains 59003 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14901 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41376 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20084 members 
Mstep: Class 52 contains 6393 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14844 members 
Mstep: Class 55 contains 28181 members 
Mstep: Class 56 contains 22608 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14640 members 
Mstep: Class 60 contains 32471 members 
Mstep: Class 61 contains 4777 members 
Mstep: Class 62 contains 15295 members 
Mstep: Class 63 contains 30897 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18446 members 
Mstep: Class 67 contains 29615 members 
Mstep: Class 68 contains 29399 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28362 members 
Mstep: Class 71 contains 17421 members 
Mstep: Class 72 contains 35285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375280.000000 Penalty: 243551.406250
Iteration 352Q: 73 clusters Score -1.613753e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5153 members 
Mstep: Class 8 contains 34318 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18488 members 
Mstep: Class 13 contains 32115 members 
Mstep: Class 14 contains 31331 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6964 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17234 members 
Mstep: Class 28 contains 25975 members 
Mstep: Class 29 contains 25008 members 
Mstep: Class 30 contains 3763 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24213 members 
Mstep: Class 33 contains 9409 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12461 members 
Mstep: Class 42 contains 28565 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59005 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14903 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41376 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20044 members 
Mstep: Class 52 contains 6399 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14853 members 
Mstep: Class 55 contains 28219 members 
Mstep: Class 56 contains 22542 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14637 members 
Mstep: Class 60 contains 32468 members 
Mstep: Class 61 contains 4776 members 
Mstep: Class 62 contains 15284 members 
Mstep: Class 63 contains 30915 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18455 members 
Mstep: Class 67 contains 29593 members 
Mstep: Class 68 contains 29380 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28360 members 
Mstep: Class 71 contains 17428 members 
Mstep: Class 72 contains 35284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375488.000000 Penalty: 243551.406250
Iteration 353Q: 73 clusters Score -1.613755e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 34302 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 18509 members 
Mstep: Class 13 contains 32161 members 
Mstep: Class 14 contains 31343 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6964 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28288 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17233 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 25026 members 
Mstep: Class 30 contains 3763 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24210 members 
Mstep: Class 33 contains 9404 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12482 members 
Mstep: Class 42 contains 28560 members 
Mstep: Class 43 contains 7456 members 
Mstep: Class 44 contains 59006 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14891 members 
Mstep: Class 47 contains 2640 members 
Mstep: Class 48 contains 41380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 20014 members 
Mstep: Class 52 contains 6402 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14856 members 
Mstep: Class 55 contains 28265 members 
Mstep: Class 56 contains 22472 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14633 members 
Mstep: Class 60 contains 32458 members 
Mstep: Class 61 contains 4773 members 
Mstep: Class 62 contains 15278 members 
Mstep: Class 63 contains 30938 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18449 members 
Mstep: Class 67 contains 29582 members 
Mstep: Class 68 contains 29359 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28332 members 
Mstep: Class 71 contains 17442 members 
Mstep: Class 72 contains 35294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375600.000000 Penalty: 243551.406250
Iteration 354Q: 73 clusters Score -1.613756e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 34297 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 18542 members 
Mstep: Class 13 contains 32195 members 
Mstep: Class 14 contains 31354 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15647 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6966 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28278 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17240 members 
Mstep: Class 28 contains 25993 members 
Mstep: Class 29 contains 25050 members 
Mstep: Class 30 contains 3762 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24207 members 
Mstep: Class 33 contains 9407 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12499 members 
Mstep: Class 42 contains 28568 members 
Mstep: Class 43 contains 7458 members 
Mstep: Class 44 contains 59005 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14888 members 
Mstep: Class 47 contains 2640 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19969 members 
Mstep: Class 52 contains 6399 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14855 members 
Mstep: Class 55 contains 28315 members 
Mstep: Class 56 contains 22396 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14635 members 
Mstep: Class 60 contains 32454 members 
Mstep: Class 61 contains 4772 members 
Mstep: Class 62 contains 15266 members 
Mstep: Class 63 contains 30950 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18424 members 
Mstep: Class 67 contains 29577 members 
Mstep: Class 68 contains 29341 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28314 members 
Mstep: Class 71 contains 17465 members 
Mstep: Class 72 contains 35290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375840.000000 Penalty: 243551.406250
Iteration 355Q: 73 clusters Score -1.613758e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 34304 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18558 members 
Mstep: Class 13 contains 32211 members 
Mstep: Class 14 contains 31353 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6961 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 28276 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17242 members 
Mstep: Class 28 contains 26012 members 
Mstep: Class 29 contains 25085 members 
Mstep: Class 30 contains 3761 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24214 members 
Mstep: Class 33 contains 9411 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12514 members 
Mstep: Class 42 contains 28561 members 
Mstep: Class 43 contains 7457 members 
Mstep: Class 44 contains 59011 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14886 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19933 members 
Mstep: Class 52 contains 6397 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14856 members 
Mstep: Class 55 contains 28355 members 
Mstep: Class 56 contains 22308 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14633 members 
Mstep: Class 60 contains 32460 members 
Mstep: Class 61 contains 4770 members 
Mstep: Class 62 contains 15252 members 
Mstep: Class 63 contains 30956 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18427 members 
Mstep: Class 67 contains 29581 members 
Mstep: Class 68 contains 29336 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28304 members 
Mstep: Class 71 contains 17479 members 
Mstep: Class 72 contains 35282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375984.000000 Penalty: 243551.406250
Iteration 356Q: 73 clusters Score -1.61376e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5152 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18578 members 
Mstep: Class 13 contains 32225 members 
Mstep: Class 14 contains 31349 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6963 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 28275 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17241 members 
Mstep: Class 28 contains 26040 members 
Mstep: Class 29 contains 25101 members 
Mstep: Class 30 contains 3760 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24216 members 
Mstep: Class 33 contains 9413 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12528 members 
Mstep: Class 42 contains 28557 members 
Mstep: Class 43 contains 7457 members 
Mstep: Class 44 contains 59011 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14895 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41384 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19906 members 
Mstep: Class 52 contains 6395 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14852 members 
Mstep: Class 55 contains 28391 members 
Mstep: Class 56 contains 22237 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14629 members 
Mstep: Class 60 contains 32464 members 
Mstep: Class 61 contains 4771 members 
Mstep: Class 62 contains 15240 members 
Mstep: Class 63 contains 30973 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18409 members 
Mstep: Class 67 contains 29577 members 
Mstep: Class 68 contains 29328 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28280 members 
Mstep: Class 71 contains 17506 members 
Mstep: Class 72 contains 35274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375968.000000 Penalty: 243551.406250
Iteration 357Q: 73 clusters Score -1.61376e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 34342 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 18593 members 
Mstep: Class 13 contains 32237 members 
Mstep: Class 14 contains 31344 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 28272 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17237 members 
Mstep: Class 28 contains 26057 members 
Mstep: Class 29 contains 25120 members 
Mstep: Class 30 contains 3760 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24225 members 
Mstep: Class 33 contains 9411 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12543 members 
Mstep: Class 42 contains 28565 members 
Mstep: Class 43 contains 7459 members 
Mstep: Class 44 contains 59014 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14898 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19888 members 
Mstep: Class 52 contains 6394 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14850 members 
Mstep: Class 55 contains 28408 members 
Mstep: Class 56 contains 22178 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14621 members 
Mstep: Class 60 contains 32460 members 
Mstep: Class 61 contains 4770 members 
Mstep: Class 62 contains 15230 members 
Mstep: Class 63 contains 30993 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18388 members 
Mstep: Class 67 contains 29571 members 
Mstep: Class 68 contains 29321 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28258 members 
Mstep: Class 71 contains 17529 members 
Mstep: Class 72 contains 35261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375776.000000 Penalty: 243551.406250
Iteration 358Q: 73 clusters Score -1.613758e+08 nChanged 559
Entering ConstructFrom: 
Score: -161375776.000000 Penalty: 243551.406250
Entering ConstructFrom: 
Trying to split cluster 1 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -197730.140625 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -197730.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -195790.093750 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -195790.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -196174.906250 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -196174.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -196321.640625 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -196321.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -196421.078125 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -196421.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -196526.281250 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -196526.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -196663.687500 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -196663.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -196773.203125 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -196773.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -196858.546875 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -196858.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -196920.218750 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -196920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -196959.140625 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -196959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196985.640625 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -196985.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -197007.625000 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -197007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -197019.796875 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -197019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -197027.343750 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -197027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -197038.671875 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -197038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -197052.843750 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -197052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -197062.312500 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -197062.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -197082.562500 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -197082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -197090.296875 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -197090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -197091.781250 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -197091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -197093.156250 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -197093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -197096.234375 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -197096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -197099.671875 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -197099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -197106.015625 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -197106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -197109.656250 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -197109.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -197110.421875 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -197110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -197111.281250 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -197111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -197115.437500 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -197115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -197116.218750 Penalty: 3479.793213
	Iteration 28Q: 3 clusters Score -197116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197117.578125 Penalty: 3479.793213
	Iteration 29Q: 3 clusters Score -197117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -197119.468750 Penalty: 3479.793213
	Iteration 30Q: 3 clusters Score -197119.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -197121.078125 Penalty: 3479.793213
	Iteration 31Q: 3 clusters Score -197121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -197124.437500 Penalty: 3479.793213
	Iteration 32Q: 3 clusters Score -197124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -197129.921875 Penalty: 3479.793213
	Iteration 33Q: 3 clusters Score -197129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -197133.234375 Penalty: 3479.793213
	Iteration 34Q: 3 clusters Score -197133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -197133.234375 Penalty: 3479.793213
	Iteration 35F: 3 clusters Score -197133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 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 164 members 
Entering Unmasked Estep 
Score: -39167.226562 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39167.23 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39407.812500 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39407.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39585.988281 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -39585.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39795.664062 Penalty: 2845.339844
	Iteration 3F: 3 clusters Score -39795.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39877.171875 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -39877.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39934.968750 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -39934.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40041.859375 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -40041.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40122.199219 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -40122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40143.335938 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -40143.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40158.128906 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -40158.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40158.128906 Penalty: 2845.339844
	Iteration 10F: 3 clusters Score -40158.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -999324.750000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -999324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -994625.062500 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -994625.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -995651.562500 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -995651.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -995883.250000 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -995883.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -996046.187500 Penalty: 4246.834473
	Iteration 3F: 3 clusters Score -996046.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -996204.937500 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -996204.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -996364.500000 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -996364.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -996576.062500 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -996576.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -996806.562500 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -996806.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -996992.875000 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -996992.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -997218.125000 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -997218.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -997395.000000 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -997395 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -997497.187500 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -997497.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -997588.250000 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -997588.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -997659.875000 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -997659.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -997715.812500 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -997715.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -997764.625000 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -997764.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -997811.250000 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -997811.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -997862.250000 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -997862.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -997926.062500 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -997926.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -997995.875000 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -997995.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -998072.750000 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -998072.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -998134.000000 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -998134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -998185.062500 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -998185.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -998224.875000 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -998224.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -998253.250000 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -998253.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -998268.750000 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -998268.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -998278.250000 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -998278.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -998289.687500 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -998289.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -998295.187500 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -998295.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -998301.625000 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -998301.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -998308.812500 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -998308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -998315.437500 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -998315.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -998319.812500 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -998319.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -998328.437500 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -998328.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -998336.500000 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -998336.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -998339.125000 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -998339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -998339.437500 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -998339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -998341.875000 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -998341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -998342.312500 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -998342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -998343.500000 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -998343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -998344.062500 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -998344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -998344.187500 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -998344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -998346.937500 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -998346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -998346.312500 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -998346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -998348.625000 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -998348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -998348.625000 Penalty: 4246.834473
	Iteration 45F: 3 clusters Score -998348.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -92333.015625 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -92333.02 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 257 members 
Entering Unmasked Estep 
Score: -90817.085938 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -90817.09 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91048.750000 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -91048.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -91122.789062 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -91122.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -91196.515625 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -91196.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -91255.437500 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -91255.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -91322.593750 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -91322.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -91381.695312 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -91381.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -91422.179688 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -91422.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -91439.117188 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -91439.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -91452.453125 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -91452.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -91456.968750 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -91456.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -91465.554688 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -91465.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -91469.742188 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -91469.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -91469.742188 Penalty: 3122.451904
	Iteration 13F: 3 clusters Score -91469.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -99340.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -99340.26 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 304 members 
Entering Unmasked Estep 
Score: -97844.632812 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97844.63 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98214.109375 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -98214.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98376.757812 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98376.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98501.023438 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -98501.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98547.742188 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -98547.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98575.382812 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -98575.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98587.289062 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -98587.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98594.296875 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -98594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -98595.906250 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -98595.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98596.890625 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -98596.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98598.304688 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -98598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98601.968750 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -98601.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98605.335938 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -98605.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -98615.757812 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -98615.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98626.398438 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -98626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98650.960938 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -98650.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98679.421875 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -98679.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98701.226562 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -98701.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98721.148438 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -98721.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98747.187500 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -98747.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -98757.531250 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -98757.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98760.367188 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -98760.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98761.515625 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -98761.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98761.515625 Penalty: 3197.863525
	Iteration 23F: 3 clusters Score -98761.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -42086.886719 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -42086.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41078.101562 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -41078.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41518.894531 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -41518.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41778.046875 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -41778.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41831.468750 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -41831.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41869.503906 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -41869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41919.871094 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -41919.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41926.910156 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -41926.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41926.910156 Penalty: 2874.844727
	Iteration 7F: 3 clusters Score -41926.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Entering Unmasked Estep 
Score: -1026381.062500 Penalty: 2119.594482
	Iteration 0F: 2 clusters Score -1026381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1021811.687500 Penalty: 4239.188965
	Iteration 0F: 3 clusters Score -1021812 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1022827.187500 Penalty: 4239.188965
	Iteration 1F: 3 clusters Score -1022827 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1023017.062500 Penalty: 4239.188965
	Iteration 2F: 3 clusters Score -1023017 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1023145.125000 Penalty: 4239.188965
	Iteration 3Q: 3 clusters Score -1023145 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1023234.062500 Penalty: 4239.188965
	Iteration 4Q: 3 clusters Score -1023234 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1023298.750000 Penalty: 4239.188965
	Iteration 5Q: 3 clusters Score -1023299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1023360.312500 Penalty: 4239.188965
	Iteration 6Q: 3 clusters Score -1023360 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1023418.687500 Penalty: 4239.188965
	Iteration 7Q: 3 clusters Score -1023419 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1023479.562500 Penalty: 4239.188965
	Iteration 8Q: 3 clusters Score -1023480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1023537.000000 Penalty: 4239.188965
	Iteration 9Q: 3 clusters Score -1023537 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1023595.375000 Penalty: 4239.188965
	Iteration 10Q: 3 clusters Score -1023595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1023652.937500 Penalty: 4239.188965
	Iteration 11Q: 3 clusters Score -1023653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1023705.062500 Penalty: 4239.188965
	Iteration 12Q: 3 clusters Score -1023705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1023743.375000 Penalty: 4239.188965
	Iteration 13Q: 3 clusters Score -1023743 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1023805.250000 Penalty: 4239.188965
	Iteration 14Q: 3 clusters Score -1023805 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1023858.937500 Penalty: 4239.188965
	Iteration 15Q: 3 clusters Score -1023859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1023911.937500 Penalty: 4239.188965
	Iteration 16Q: 3 clusters Score -1023912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1023981.875000 Penalty: 4239.188965
	Iteration 17Q: 3 clusters Score -1023982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1024052.312500 Penalty: 4239.188965
	Iteration 18Q: 3 clusters Score -1024052 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1024120.625000 Penalty: 4239.188965
	Iteration 19Q: 3 clusters Score -1024121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1024182.187500 Penalty: 4239.188965
	Iteration 20F: 3 clusters Score -1024182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1024233.062500 Penalty: 4239.188965
	Iteration 21Q: 3 clusters Score -1024233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1024280.187500 Penalty: 4239.188965
	Iteration 22Q: 3 clusters Score -1024280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1024319.312500 Penalty: 4239.188965
	Iteration 23Q: 3 clusters Score -1024319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1024350.062500 Penalty: 4239.188965
	Iteration 24Q: 3 clusters Score -1024350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1024372.562500 Penalty: 4239.188965
	Iteration 25Q: 3 clusters Score -1024373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1024393.687500 Penalty: 4239.188965
	Iteration 26Q: 3 clusters Score -1024394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1024406.812500 Penalty: 4239.188965
	Iteration 27Q: 3 clusters Score -1024407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1024425.250000 Penalty: 4239.188965
	Iteration 28Q: 3 clusters Score -1024425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1024444.625000 Penalty: 4239.188965
	Iteration 29Q: 3 clusters Score -1024445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1024461.375000 Penalty: 4239.188965
	Iteration 30Q: 3 clusters Score -1024461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1024476.437500 Penalty: 4239.188965
	Iteration 31Q: 3 clusters Score -1024476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1024497.625000 Penalty: 4239.188965
	Iteration 32Q: 3 clusters Score -1024498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1024517.625000 Penalty: 4239.188965
	Iteration 33Q: 3 clusters Score -1024518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1024529.125000 Penalty: 4239.188965
	Iteration 34Q: 3 clusters Score -1024529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1024537.062500 Penalty: 4239.188965
	Iteration 35Q: 3 clusters Score -1024537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1024544.375000 Penalty: 4239.188965
	Iteration 36Q: 3 clusters Score -1024544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1024554.062500 Penalty: 4239.188965
	Iteration 37Q: 3 clusters Score -1024554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1024566.187500 Penalty: 4239.188965
	Iteration 38Q: 3 clusters Score -1024566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1024581.437500 Penalty: 4239.188965
	Iteration 39Q: 3 clusters Score -1024581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1024589.437500 Penalty: 4239.188965
	Iteration 40F: 3 clusters Score -1024589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1024590.250000 Penalty: 4239.188965
	Iteration 41Q: 3 clusters Score -1024590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1024590.250000 Penalty: 4239.188965
	Iteration 42F: 3 clusters Score -1024590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Entering Unmasked Estep 
Score: -6626704.500000 Penalty: 2590.308838
	Iteration 0F: 2 clusters Score -6626704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -6604770.000000 Penalty: 5180.617676
	Iteration 0F: 3 clusters Score -6604770 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -6613233.500000 Penalty: 5180.617676
	Iteration 1F: 3 clusters Score -6613234 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -6613739.500000 Penalty: 5180.617676
	Iteration 2Q: 3 clusters Score -6613740 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6614175.500000 Penalty: 5180.617676
	Iteration 3Q: 3 clusters Score -6614176 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -6614601.500000 Penalty: 5180.617676
	Iteration 4Q: 3 clusters Score -6614602 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -6615042.000000 Penalty: 5180.617676
	Iteration 5Q: 3 clusters Score -6615042 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -6615666.500000 Penalty: 5180.617676
	Iteration 6Q: 3 clusters Score -6615666 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -6616408.500000 Penalty: 5180.617676
	Iteration 7Q: 3 clusters Score -6616408 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -6617440.500000 Penalty: 5180.617676
	Iteration 8Q: 3 clusters Score -6617440 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -6618601.500000 Penalty: 5180.617676
	Iteration 9Q: 3 clusters Score -6618602 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -6619787.500000 Penalty: 5180.617676
	Iteration 10Q: 3 clusters Score -6619788 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -6620941.000000 Penalty: 5180.617676
	Iteration 11Q: 3 clusters Score -6620941 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -6621765.500000 Penalty: 5180.617676
	Iteration 12Q: 3 clusters Score -6621766 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -6622298.000000 Penalty: 5180.617676
	Iteration 13Q: 3 clusters Score -6622298 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6622702.000000 Penalty: 5180.617676
	Iteration 14Q: 3 clusters Score -6622702 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -6623031.000000 Penalty: 5180.617676
	Iteration 15Q: 3 clusters Score -6623031 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -6623258.500000 Penalty: 5180.617676
	Iteration 16Q: 3 clusters Score -6623258 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -6623485.500000 Penalty: 5180.617676
	Iteration 17Q: 3 clusters Score -6623486 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -6623659.500000 Penalty: 5180.617676
	Iteration 18Q: 3 clusters Score -6623660 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -6623788.000000 Penalty: 5180.617676
	Iteration 19Q: 3 clusters Score -6623788 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -6623923.000000 Penalty: 5180.617676
	Iteration 20F: 3 clusters Score -6623923 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -6624017.000000 Penalty: 5180.617676
	Iteration 21Q: 3 clusters Score -6624017 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -6624107.000000 Penalty: 5180.617676
	Iteration 22Q: 3 clusters Score -6624107 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -6624187.500000 Penalty: 5180.617676
	Iteration 23Q: 3 clusters Score -6624188 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -6624249.000000 Penalty: 5180.617676
	Iteration 24Q: 3 clusters Score -6624249 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -6624281.000000 Penalty: 5180.617676
	Iteration 25Q: 3 clusters Score -6624281 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6624331.500000 Penalty: 5180.617676
	Iteration 26Q: 3 clusters Score -6624332 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6624362.500000 Penalty: 5180.617676
	Iteration 27Q: 3 clusters Score -6624362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6624395.000000 Penalty: 5180.617676
	Iteration 28Q: 3 clusters Score -6624395 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -6624438.000000 Penalty: 5180.617676
	Iteration 29Q: 3 clusters Score -6624438 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -6624478.000000 Penalty: 5180.617676
	Iteration 30Q: 3 clusters Score -6624478 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -6624502.500000 Penalty: 5180.617676
	Iteration 31Q: 3 clusters Score -6624502 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -6624522.500000 Penalty: 5180.617676
	Iteration 32Q: 3 clusters Score -6624522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6624545.500000 Penalty: 5180.617676
	Iteration 33Q: 3 clusters Score -6624546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6624562.500000 Penalty: 5180.617676
	Iteration 34Q: 3 clusters Score -6624562 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -6624557.000000 Penalty: 5180.617676
	Iteration 35Q: 3 clusters Score -6624557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6624580.500000 Penalty: 5180.617676
	Iteration 36Q: 3 clusters Score -6624580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6624587.000000 Penalty: 5180.617676
	Iteration 37Q: 3 clusters Score -6624587 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -6624596.500000 Penalty: 5180.617676
	Iteration 38Q: 3 clusters Score -6624596 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6624628.500000 Penalty: 5180.617676
	Iteration 39Q: 3 clusters Score -6624628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6624622.000000 Penalty: 5180.617676
	Iteration 40F: 3 clusters Score -6624622 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6624643.000000 Penalty: 5180.617676
	Iteration 41Q: 3 clusters Score -6624643 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6624630.000000 Penalty: 5180.617676
	Iteration 42Q: 3 clusters Score -6624630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6624634.500000 Penalty: 5180.617676
	Iteration 43Q: 3 clusters Score -6624634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6624654.500000 Penalty: 5180.617676
	Iteration 44Q: 3 clusters Score -6624654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6624669.000000 Penalty: 5180.617676
	Iteration 45Q: 3 clusters Score -6624669 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6624679.500000 Penalty: 5180.617676
	Iteration 46Q: 3 clusters Score -6624680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6624705.000000 Penalty: 5180.617676
	Iteration 47Q: 3 clusters Score -6624705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6624705.500000 Penalty: 5180.617676
	Iteration 48Q: 3 clusters Score -6624706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6624717.000000 Penalty: 5180.617676
	Iteration 49Q: 3 clusters Score -6624717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6624709.500000 Penalty: 5180.617676
	Iteration 50Q: 3 clusters Score -6624710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6624697.500000 Penalty: 5180.617676
	Iteration 51Q: 3 clusters Score -6624698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6624682.500000 Penalty: 5180.617676
	Iteration 52Q: 3 clusters Score -6624682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6624687.000000 Penalty: 5180.617676
	Iteration 53Q: 3 clusters Score -6624687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6624680.500000 Penalty: 5180.617676
	Iteration 54Q: 3 clusters Score -6624680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6624699.000000 Penalty: 5180.617676
	Iteration 55Q: 3 clusters Score -6624699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6624710.500000 Penalty: 5180.617676
	Iteration 56Q: 3 clusters Score -6624710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6624734.500000 Penalty: 5180.617676
	Iteration 57Q: 3 clusters Score -6624734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6624744.500000 Penalty: 5180.617676
	Iteration 58Q: 3 clusters Score -6624744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6624740.500000 Penalty: 5180.617676
	Iteration 59Q: 3 clusters Score -6624740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6624739.000000 Penalty: 5180.617676
	Iteration 60F: 3 clusters Score -6624739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6624739.000000 Penalty: 5180.617676
	Iteration 61Q: 3 clusters Score -6624739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6624741.000000 Penalty: 5180.617676
	Iteration 62Q: 3 clusters Score -6624741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6624745.500000 Penalty: 5180.617676
	Iteration 63Q: 3 clusters Score -6624746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6624738.000000 Penalty: 5180.617676
	Iteration 64Q: 3 clusters Score -6624738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6624749.000000 Penalty: 5180.617676
	Iteration 65Q: 3 clusters Score -6624749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6624745.000000 Penalty: 5180.617676
	Iteration 66Q: 3 clusters Score -6624745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6624730.500000 Penalty: 5180.617676
	Iteration 67Q: 3 clusters Score -6624730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6624741.000000 Penalty: 5180.617676
	Iteration 68Q: 3 clusters Score -6624741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6624733.000000 Penalty: 5180.617676
	Iteration 69Q: 3 clusters Score -6624733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6624735.000000 Penalty: 5180.617676
	Iteration 70Q: 3 clusters Score -6624735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6624737.500000 Penalty: 5180.617676
	Iteration 71Q: 3 clusters Score -6624738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6624744.500000 Penalty: 5180.617676
	Iteration 72Q: 3 clusters Score -6624744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6624741.500000 Penalty: 5180.617676
	Iteration 73Q: 3 clusters Score -6624742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6624756.000000 Penalty: 5180.617676
	Iteration 74Q: 3 clusters Score -6624756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6624752.500000 Penalty: 5180.617676
	Iteration 75Q: 3 clusters Score -6624752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6624754.000000 Penalty: 5180.617676
	Iteration 76Q: 3 clusters Score -6624754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6624746.000000 Penalty: 5180.617676
	Iteration 77Q: 3 clusters Score -6624746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6624745.000000 Penalty: 5180.617676
	Iteration 78Q: 3 clusters Score -6624745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6624749.500000 Penalty: 5180.617676
	Iteration 79Q: 3 clusters Score -6624750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6624756.000000 Penalty: 5180.617676
	Iteration 80F: 3 clusters Score -6624756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6624755.000000 Penalty: 5180.617676
	Iteration 81Q: 3 clusters Score -6624755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6624748.500000 Penalty: 5180.617676
	Iteration 82Q: 3 clusters Score -6624748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6624755.000000 Penalty: 5180.617676
	Iteration 83Q: 3 clusters Score -6624755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6624742.500000 Penalty: 5180.617676
	Iteration 84Q: 3 clusters Score -6624742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6624749.500000 Penalty: 5180.617676
	Iteration 85Q: 3 clusters Score -6624750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6624751.500000 Penalty: 5180.617676
	Iteration 86Q: 3 clusters Score -6624752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6624752.000000 Penalty: 5180.617676
	Iteration 87Q: 3 clusters Score -6624752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6624751.500000 Penalty: 5180.617676
	Iteration 88Q: 3 clusters Score -6624752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6624754.000000 Penalty: 5180.617676
	Iteration 89Q: 3 clusters Score -6624754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6624755.000000 Penalty: 5180.617676
	Iteration 90Q: 3 clusters Score -6624755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6624752.000000 Penalty: 5180.617676
	Iteration 91Q: 3 clusters Score -6624752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6624749.000000 Penalty: 5180.617676
	Iteration 92Q: 3 clusters Score -6624749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6624749.000000 Penalty: 5180.617676
	Iteration 93F: 3 clusters Score -6624749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -74517.164062 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -74517.16 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 222 members 
Entering Unmasked Estep 
Score: -73122.210938 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -73122.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73273.703125 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -73273.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73321.039062 Penalty: 3015.646973
	Iteration 2Q: 3 clusters Score -73321.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73342.218750 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -73342.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73349.710938 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -73349.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73354.390625 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -73354.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73359.320312 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -73359.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73360.265625 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -73360.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73360.265625 Penalty: 3015.646973
	Iteration 8F: 3 clusters Score -73360.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -98146.062500 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -98146.06 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 284 members 
Entering Unmasked Estep 
Score: -96633.570312 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -96633.57 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96854.750000 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -96854.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97053.648438 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -97053.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97266.304688 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -97266.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97565.140625 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -97565.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97686.914062 Penalty: 3137.770020
	Iteration 5F: 3 clusters Score -97686.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97706.976562 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -97706.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97714.468750 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -97714.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97725.921875 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -97725.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97745.632812 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -97745.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97755.687500 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -97755.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97759.539062 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -97759.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97764.578125 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -97764.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97776.656250 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -97776.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97782.960938 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -97782.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97800.953125 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -97800.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97861.171875 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -97861.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97898.437500 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -97898.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97917.679688 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -97917.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97924.890625 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -97924.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97930.523438 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -97930.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97937.664062 Penalty: 3137.770020
	Iteration 21Q: 3 clusters Score -97937.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97937.664062 Penalty: 3137.770020
	Iteration 22F: 3 clusters Score -97937.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -519072.781250 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -519072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -516077.906250 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -516077.9 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -517195.343750 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -517195.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -517836.812500 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -517836.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -518258.687500 Penalty: 3925.106445
	Iteration 3F: 3 clusters Score -518258.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -518480.843750 Penalty: 3925.106445
	Iteration 4F: 3 clusters Score -518480.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -518591.468750 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -518591.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -518635.031250 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -518635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -518657.218750 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -518657.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -518668.343750 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -518668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -518673.375000 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -518673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -518674.375000 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -518674.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -518676.843750 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -518676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -518677.843750 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -518677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -518678.656250 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -518678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -518678.468750 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -518678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -518679.468750 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -518679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -518680.781250 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -518680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -518681.187500 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -518681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -518683.593750 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -518683.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -518683.593750 Penalty: 3925.106445
	Iteration 19F: 3 clusters Score -518683.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Entering Unmasked Estep 
Score: -3925163.000000 Penalty: 2438.093994
	Iteration 0F: 2 clusters Score -3925163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3913482.750000 Penalty: 4876.187988
	Iteration 0F: 3 clusters Score -3913483 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3917799.750000 Penalty: 4876.187988
	Iteration 1F: 3 clusters Score -3917800 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3918145.500000 Penalty: 4876.187988
	Iteration 2F: 3 clusters Score -3918146 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3918366.500000 Penalty: 4876.187988
	Iteration 3Q: 3 clusters Score -3918366 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3918520.000000 Penalty: 4876.187988
	Iteration 4Q: 3 clusters Score -3918520 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3918663.750000 Penalty: 4876.187988
	Iteration 5Q: 3 clusters Score -3918664 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3918776.000000 Penalty: 4876.187988
	Iteration 6Q: 3 clusters Score -3918776 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3918890.250000 Penalty: 4876.187988
	Iteration 7Q: 3 clusters Score -3918890 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3918989.000000 Penalty: 4876.187988
	Iteration 8Q: 3 clusters Score -3918989 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3919116.750000 Penalty: 4876.187988
	Iteration 9Q: 3 clusters Score -3919117 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3919289.000000 Penalty: 4876.187988
	Iteration 10Q: 3 clusters Score -3919289 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3919489.500000 Penalty: 4876.187988
	Iteration 11Q: 3 clusters Score -3919490 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3919723.500000 Penalty: 4876.187988
	Iteration 12Q: 3 clusters Score -3919724 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3920056.750000 Penalty: 4876.187988
	Iteration 13Q: 3 clusters Score -3920057 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3920223.000000 Penalty: 4876.187988
	Iteration 14Q: 3 clusters Score -3920223 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3920783.000000 Penalty: 4876.187988
	Iteration 15F: 3 clusters Score -3920783 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3921376.250000 Penalty: 4876.187988
	Iteration 16F: 3 clusters Score -3921376 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3921867.250000 Penalty: 4876.187988
	Iteration 17Q: 3 clusters Score -3921867 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3922264.250000 Penalty: 4876.187988
	Iteration 18Q: 3 clusters Score -3922264 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3922530.250000 Penalty: 4876.187988
	Iteration 19Q: 3 clusters Score -3922530 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3922658.500000 Penalty: 4876.187988
	Iteration 20F: 3 clusters Score -3922658 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3922778.000000 Penalty: 4876.187988
	Iteration 21Q: 3 clusters Score -3922778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3922858.500000 Penalty: 4876.187988
	Iteration 22Q: 3 clusters Score -3922858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3922901.750000 Penalty: 4876.187988
	Iteration 23Q: 3 clusters Score -3922902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3922930.250000 Penalty: 4876.187988
	Iteration 24Q: 3 clusters Score -3922930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3922964.250000 Penalty: 4876.187988
	Iteration 25Q: 3 clusters Score -3922964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3922985.500000 Penalty: 4876.187988
	Iteration 26Q: 3 clusters Score -3922986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3923004.000000 Penalty: 4876.187988
	Iteration 27Q: 3 clusters Score -3923004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3923014.250000 Penalty: 4876.187988
	Iteration 28Q: 3 clusters Score -3923014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3923019.750000 Penalty: 4876.187988
	Iteration 29Q: 3 clusters Score -3923020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3923021.000000 Penalty: 4876.187988
	Iteration 30Q: 3 clusters Score -3923021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3923027.500000 Penalty: 4876.187988
	Iteration 31Q: 3 clusters Score -3923028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3923027.000000 Penalty: 4876.187988
	Iteration 32Q: 3 clusters Score -3923027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3923028.750000 Penalty: 4876.187988
	Iteration 33Q: 3 clusters Score -3923029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3923037.250000 Penalty: 4876.187988
	Iteration 34Q: 3 clusters Score -3923037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3923030.500000 Penalty: 4876.187988
	Iteration 35Q: 3 clusters Score -3923030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3923033.500000 Penalty: 4876.187988
	Iteration 36Q: 3 clusters Score -3923034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3923038.500000 Penalty: 4876.187988
	Iteration 37Q: 3 clusters Score -3923038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -3923044.000000 Penalty: 4876.187988
	Iteration 38Q: 3 clusters Score -3923044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3923051.000000 Penalty: 4876.187988
	Iteration 39Q: 3 clusters Score -3923051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3923052.500000 Penalty: 4876.187988
	Iteration 40F: 3 clusters Score -3923052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3923054.750000 Penalty: 4876.187988
	Iteration 41Q: 3 clusters Score -3923055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3923055.750000 Penalty: 4876.187988
	Iteration 42Q: 3 clusters Score -3923056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3923057.500000 Penalty: 4876.187988
	Iteration 43Q: 3 clusters Score -3923058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3923057.500000 Penalty: 4876.187988
	Iteration 44F: 3 clusters Score -3923058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Entering Unmasked Estep 
Score: -6238939.500000 Penalty: 2574.555664
	Iteration 0F: 2 clusters Score -6238940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -6218133.000000 Penalty: 5149.111328
	Iteration 0F: 3 clusters Score -6218133 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -6225746.500000 Penalty: 5149.111328
	Iteration 1F: 3 clusters Score -6225746 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -6226173.000000 Penalty: 5149.111328
	Iteration 2Q: 3 clusters Score -6226173 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -6226551.500000 Penalty: 5149.111328
	Iteration 3Q: 3 clusters Score -6226552 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -6226894.500000 Penalty: 5149.111328
	Iteration 4Q: 3 clusters Score -6226894 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -6227278.500000 Penalty: 5149.111328
	Iteration 5Q: 3 clusters Score -6227278 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -6227727.500000 Penalty: 5149.111328
	Iteration 6Q: 3 clusters Score -6227728 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -6228288.000000 Penalty: 5149.111328
	Iteration 7Q: 3 clusters Score -6228288 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -6229151.000000 Penalty: 5149.111328
	Iteration 8Q: 3 clusters Score -6229151 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -6230273.500000 Penalty: 5149.111328
	Iteration 9F: 3 clusters Score -6230274 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -6231635.000000 Penalty: 5149.111328
	Iteration 10F: 3 clusters Score -6231635 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6232993.500000 Penalty: 5149.111328
	Iteration 11F: 3 clusters Score -6232994 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -6234192.000000 Penalty: 5149.111328
	Iteration 12F: 3 clusters Score -6234192 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -6235109.000000 Penalty: 5149.111328
	Iteration 13Q: 3 clusters Score -6235109 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -6235714.500000 Penalty: 5149.111328
	Iteration 14Q: 3 clusters Score -6235714 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -6236077.000000 Penalty: 5149.111328
	Iteration 15Q: 3 clusters Score -6236077 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -6236328.500000 Penalty: 5149.111328
	Iteration 16Q: 3 clusters Score -6236328 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -6236459.500000 Penalty: 5149.111328
	Iteration 17Q: 3 clusters Score -6236460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -6236531.500000 Penalty: 5149.111328
	Iteration 18Q: 3 clusters Score -6236532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -6236586.000000 Penalty: 5149.111328
	Iteration 19Q: 3 clusters Score -6236586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -6236624.000000 Penalty: 5149.111328
	Iteration 20F: 3 clusters Score -6236624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6236644.000000 Penalty: 5149.111328
	Iteration 21Q: 3 clusters Score -6236644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -6236664.000000 Penalty: 5149.111328
	Iteration 22Q: 3 clusters Score -6236664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -6236680.000000 Penalty: 5149.111328
	Iteration 23Q: 3 clusters Score -6236680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -6236693.000000 Penalty: 5149.111328
	Iteration 24Q: 3 clusters Score -6236693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -6236702.500000 Penalty: 5149.111328
	Iteration 25Q: 3 clusters Score -6236702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -6236710.000000 Penalty: 5149.111328
	Iteration 26Q: 3 clusters Score -6236710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -6236720.000000 Penalty: 5149.111328
	Iteration 27Q: 3 clusters Score -6236720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -6236713.500000 Penalty: 5149.111328
	Iteration 28Q: 3 clusters Score -6236714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -6236725.000000 Penalty: 5149.111328
	Iteration 29Q: 3 clusters Score -6236725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -6236725.500000 Penalty: 5149.111328
	Iteration 30Q: 3 clusters Score -6236726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -6236729.000000 Penalty: 5149.111328
	Iteration 31Q: 3 clusters Score -6236729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -6236729.000000 Penalty: 5149.111328
	Iteration 32F: 3 clusters Score -6236729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Entering Unmasked Estep 
Score: -6102413.000000 Penalty: 2567.409912
	Iteration 0F: 2 clusters Score -6102413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -6082460.500000 Penalty: 5134.819824
	Iteration 0F: 3 clusters Score -6082460 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -6090283.500000 Penalty: 5134.819824
	Iteration 1F: 3 clusters Score -6090284 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -6090770.000000 Penalty: 5134.819824
	Iteration 2Q: 3 clusters Score -6090770 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -6091171.000000 Penalty: 5134.819824
	Iteration 3Q: 3 clusters Score -6091171 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -6091542.000000 Penalty: 5134.819824
	Iteration 4Q: 3 clusters Score -6091542 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -6091986.500000 Penalty: 5134.819824
	Iteration 5Q: 3 clusters Score -6091986 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -6092502.500000 Penalty: 5134.819824
	Iteration 6Q: 3 clusters Score -6092502 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -6093249.500000 Penalty: 5134.819824
	Iteration 7Q: 3 clusters Score -6093250 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -6094270.000000 Penalty: 5134.819824
	Iteration 8F: 3 clusters Score -6094270 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -6095592.500000 Penalty: 5134.819824
	Iteration 9F: 3 clusters Score -6095592 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -6097026.500000 Penalty: 5134.819824
	Iteration 10F: 3 clusters Score -6097026 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -6098216.000000 Penalty: 5134.819824
	Iteration 11F: 3 clusters Score -6098216 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -6099009.000000 Penalty: 5134.819824
	Iteration 12Q: 3 clusters Score -6099009 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -6099480.000000 Penalty: 5134.819824
	Iteration 13Q: 3 clusters Score -6099480 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -6099765.500000 Penalty: 5134.819824
	Iteration 14Q: 3 clusters Score -6099766 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -6099934.500000 Penalty: 5134.819824
	Iteration 15Q: 3 clusters Score -6099934 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -6100054.500000 Penalty: 5134.819824
	Iteration 16Q: 3 clusters Score -6100054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -6100121.000000 Penalty: 5134.819824
	Iteration 17Q: 3 clusters Score -6100121 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -6100160.000000 Penalty: 5134.819824
	Iteration 18Q: 3 clusters Score -6100160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -6100187.500000 Penalty: 5134.819824
	Iteration 19Q: 3 clusters Score -6100188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -6100216.500000 Penalty: 5134.819824
	Iteration 20F: 3 clusters Score -6100216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -6100223.000000 Penalty: 5134.819824
	Iteration 21Q: 3 clusters Score -6100223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -6100230.500000 Penalty: 5134.819824
	Iteration 22Q: 3 clusters Score -6100230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -6100233.000000 Penalty: 5134.819824
	Iteration 23Q: 3 clusters Score -6100233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -6100246.500000 Penalty: 5134.819824
	Iteration 24Q: 3 clusters Score -6100246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6100257.500000 Penalty: 5134.819824
	Iteration 25Q: 3 clusters Score -6100258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -6100269.000000 Penalty: 5134.819824
	Iteration 26Q: 3 clusters Score -6100269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -6100277.500000 Penalty: 5134.819824
	Iteration 27Q: 3 clusters Score -6100278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -6100274.500000 Penalty: 5134.819824
	Iteration 28Q: 3 clusters Score -6100274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -6100271.500000 Penalty: 5134.819824
	Iteration 29Q: 3 clusters Score -6100272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -6100281.500000 Penalty: 5134.819824
	Iteration 30Q: 3 clusters Score -6100282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -6100291.500000 Penalty: 5134.819824
	Iteration 31Q: 3 clusters Score -6100292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6100293.000000 Penalty: 5134.819824
	Iteration 32Q: 3 clusters Score -6100293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -6100296.500000 Penalty: 5134.819824
	Iteration 33Q: 3 clusters Score -6100296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -6100308.500000 Penalty: 5134.819824
	Iteration 34Q: 3 clusters Score -6100308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -6100308.500000 Penalty: 5134.819824
	Iteration 35Q: 3 clusters Score -6100308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -6100314.500000 Penalty: 5134.819824
	Iteration 36Q: 3 clusters Score -6100314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -6100314.500000 Penalty: 5134.819824
	Iteration 37Q: 3 clusters Score -6100314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -6100311.500000 Penalty: 5134.819824
	Iteration 38Q: 3 clusters Score -6100312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -6100317.000000 Penalty: 5134.819824
	Iteration 39Q: 3 clusters Score -6100317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -6100320.000000 Penalty: 5134.819824
	Iteration 40F: 3 clusters Score -6100320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -6100318.500000 Penalty: 5134.819824
	Iteration 41Q: 3 clusters Score -6100318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -6100317.000000 Penalty: 5134.819824
	Iteration 42Q: 3 clusters Score -6100317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -6100313.500000 Penalty: 5134.819824
	Iteration 43Q: 3 clusters Score -6100314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -6100316.000000 Penalty: 5134.819824
	Iteration 44Q: 3 clusters Score -6100316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -6100324.500000 Penalty: 5134.819824
	Iteration 45Q: 3 clusters Score -6100324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -6100321.500000 Penalty: 5134.819824
	Iteration 46Q: 3 clusters Score -6100322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -6100321.500000 Penalty: 5134.819824
	Iteration 47F: 3 clusters Score -6100322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -1185047.125000 Penalty: 2174.413574
	Iteration 0F: 2 clusters Score -1185047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1179653.625000 Penalty: 4348.827148
	Iteration 0F: 3 clusters Score -1179654 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1181073.500000 Penalty: 4348.827148
	Iteration 1F: 3 clusters Score -1181074 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1181450.625000 Penalty: 4348.827148
	Iteration 2F: 3 clusters Score -1181451 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1181749.375000 Penalty: 4348.827148
	Iteration 3F: 3 clusters Score -1181749 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1182017.375000 Penalty: 4348.827148
	Iteration 4F: 3 clusters Score -1182017 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1182284.000000 Penalty: 4348.827148
	Iteration 5Q: 3 clusters Score -1182284 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1182554.250000 Penalty: 4348.827148
	Iteration 6F: 3 clusters Score -1182554 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1182774.000000 Penalty: 4348.827148
	Iteration 7Q: 3 clusters Score -1182774 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1182944.500000 Penalty: 4348.827148
	Iteration 8Q: 3 clusters Score -1182944 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1183084.000000 Penalty: 4348.827148
	Iteration 9Q: 3 clusters Score -1183084 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1183194.875000 Penalty: 4348.827148
	Iteration 10Q: 3 clusters Score -1183195 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1183288.250000 Penalty: 4348.827148
	Iteration 11Q: 3 clusters Score -1183288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1183385.000000 Penalty: 4348.827148
	Iteration 12Q: 3 clusters Score -1183385 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1183479.750000 Penalty: 4348.827148
	Iteration 13Q: 3 clusters Score -1183480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1183569.125000 Penalty: 4348.827148
	Iteration 14Q: 3 clusters Score -1183569 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1183642.500000 Penalty: 4348.827148
	Iteration 15Q: 3 clusters Score -1183642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1183686.375000 Penalty: 4348.827148
	Iteration 16Q: 3 clusters Score -1183686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1183713.000000 Penalty: 4348.827148
	Iteration 17Q: 3 clusters Score -1183713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1183732.125000 Penalty: 4348.827148
	Iteration 18Q: 3 clusters Score -1183732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1183747.500000 Penalty: 4348.827148
	Iteration 19Q: 3 clusters Score -1183748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1183759.500000 Penalty: 4348.827148
	Iteration 20F: 3 clusters Score -1183760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1183766.125000 Penalty: 4348.827148
	Iteration 21Q: 3 clusters Score -1183766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1183771.625000 Penalty: 4348.827148
	Iteration 22Q: 3 clusters Score -1183772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1183776.625000 Penalty: 4348.827148
	Iteration 23Q: 3 clusters Score -1183777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1183782.375000 Penalty: 4348.827148
	Iteration 24Q: 3 clusters Score -1183782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1183787.875000 Penalty: 4348.827148
	Iteration 25Q: 3 clusters Score -1183788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1183791.375000 Penalty: 4348.827148
	Iteration 26Q: 3 clusters Score -1183791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1183793.875000 Penalty: 4348.827148
	Iteration 27Q: 3 clusters Score -1183794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1183796.500000 Penalty: 4348.827148
	Iteration 28Q: 3 clusters Score -1183796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1183798.000000 Penalty: 4348.827148
	Iteration 29Q: 3 clusters Score -1183798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1183802.250000 Penalty: 4348.827148
	Iteration 30Q: 3 clusters Score -1183802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1183801.000000 Penalty: 4348.827148
	Iteration 31Q: 3 clusters Score -1183801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1183803.125000 Penalty: 4348.827148
	Iteration 32Q: 3 clusters Score -1183803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1183806.125000 Penalty: 4348.827148
	Iteration 33Q: 3 clusters Score -1183806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1183807.000000 Penalty: 4348.827148
	Iteration 34Q: 3 clusters Score -1183807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1183807.625000 Penalty: 4348.827148
	Iteration 35Q: 3 clusters Score -1183808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1183808.625000 Penalty: 4348.827148
	Iteration 36Q: 3 clusters Score -1183809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1183808.625000 Penalty: 4348.827148
	Iteration 37F: 3 clusters Score -1183809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -22213.050781 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -22213.05 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 200 members 
Entering Unmasked Estep 
Score: -20951.269531 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -20951.27 nChanged 73
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: -21196.345703 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -21196.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21350.892578 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -21350.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21526.980469 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -21526.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21746.544922 Penalty: 2933.097656
	Iteration 4F: 3 clusters Score -21746.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21885.880859 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -21885.88 nChanged 11
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: -21981.160156 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -21981.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22082.845703 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -22082.85 nChanged 8
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: -22200.625000 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -22200.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22366.132812 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -22366.13 nChanged 8
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: -22521.625000 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -22521.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22535.216797 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -22535.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22535.423828 Penalty: 2933.097656
	Iteration 12F: 3 clusters Score -22535.42 nChanged 1
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: -22563.707031 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -22563.71 nChanged 0
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: -22563.707031 Penalty: 2933.097656
	Iteration 14F: 3 clusters Score -22563.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5150 members 
Mstep: Class 8 contains 34365 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 18602 members 
Mstep: Class 13 contains 32250 members 
Mstep: Class 14 contains 31334 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 176 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6963 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 28271 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17241 members 
Mstep: Class 28 contains 26082 members 
Mstep: Class 29 contains 25133 members 
Mstep: Class 30 contains 3760 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24235 members 
Mstep: Class 33 contains 9406 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12561 members 
Mstep: Class 42 contains 28582 members 
Mstep: Class 43 contains 7460 members 
Mstep: Class 44 contains 59012 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14889 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19882 members 
Mstep: Class 52 contains 6388 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14848 members 
Mstep: Class 55 contains 28411 members 
Mstep: Class 56 contains 22148 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14621 members 
Mstep: Class 60 contains 32455 members 
Mstep: Class 61 contains 4770 members 
Mstep: Class 62 contains 15211 members 
Mstep: Class 63 contains 31004 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18383 members 
Mstep: Class 67 contains 29565 members 
Mstep: Class 68 contains 29326 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28231 members 
Mstep: Class 71 contains 17527 members 
Mstep: Class 72 contains 35244 members 
Mstep: Class 73 contains 194 members 
Entering Unmasked Estep 
Score: -161374544.000000 Penalty: 246934.062500
Splitting cluster 16 changes total score from -161375776.000000 to -161374544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Entering Unmasked Estep 
Score: -3129421.250000 Penalty: 2394.716553
	Iteration 0F: 2 clusters Score -3129421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3118398.000000 Penalty: 4789.433105
	Iteration 0F: 3 clusters Score -3118398 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3121835.000000 Penalty: 4789.433105
	Iteration 1F: 3 clusters Score -3121835 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3122179.750000 Penalty: 4789.433105
	Iteration 2F: 3 clusters Score -3122180 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3122486.500000 Penalty: 4789.433105
	Iteration 3Q: 3 clusters Score -3122486 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3122765.500000 Penalty: 4789.433105
	Iteration 4Q: 3 clusters Score -3122766 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3122991.500000 Penalty: 4789.433105
	Iteration 5Q: 3 clusters Score -3122992 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3123213.000000 Penalty: 4789.433105
	Iteration 6Q: 3 clusters Score -3123213 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3123421.750000 Penalty: 4789.433105
	Iteration 7Q: 3 clusters Score -3123422 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3123690.750000 Penalty: 4789.433105
	Iteration 8Q: 3 clusters Score -3123691 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3123955.750000 Penalty: 4789.433105
	Iteration 9Q: 3 clusters Score -3123956 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3124261.250000 Penalty: 4789.433105
	Iteration 10Q: 3 clusters Score -3124261 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3124577.500000 Penalty: 4789.433105
	Iteration 11Q: 3 clusters Score -3124578 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3124931.500000 Penalty: 4789.433105
	Iteration 12Q: 3 clusters Score -3124932 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3125230.500000 Penalty: 4789.433105
	Iteration 13Q: 3 clusters Score -3125230 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3125472.250000 Penalty: 4789.433105
	Iteration 14Q: 3 clusters Score -3125472 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3125644.500000 Penalty: 4789.433105
	Iteration 15Q: 3 clusters Score -3125644 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3125746.500000 Penalty: 4789.433105
	Iteration 16Q: 3 clusters Score -3125746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3125784.250000 Penalty: 4789.433105
	Iteration 17Q: 3 clusters Score -3125784 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3125813.250000 Penalty: 4789.433105
	Iteration 18Q: 3 clusters Score -3125813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3125843.000000 Penalty: 4789.433105
	Iteration 19Q: 3 clusters Score -3125843 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3125860.500000 Penalty: 4789.433105
	Iteration 20F: 3 clusters Score -3125860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3125877.750000 Penalty: 4789.433105
	Iteration 21Q: 3 clusters Score -3125878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -3125883.750000 Penalty: 4789.433105
	Iteration 22Q: 3 clusters Score -3125884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3125900.000000 Penalty: 4789.433105
	Iteration 23Q: 3 clusters Score -3125900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3125907.250000 Penalty: 4789.433105
	Iteration 24Q: 3 clusters Score -3125907 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3125916.000000 Penalty: 4789.433105
	Iteration 25Q: 3 clusters Score -3125916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3125934.250000 Penalty: 4789.433105
	Iteration 26Q: 3 clusters Score -3125934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3125943.750000 Penalty: 4789.433105
	Iteration 27Q: 3 clusters Score -3125944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3125962.000000 Penalty: 4789.433105
	Iteration 28Q: 3 clusters Score -3125962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3125961.250000 Penalty: 4789.433105
	Iteration 29Q: 3 clusters Score -3125961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3125971.000000 Penalty: 4789.433105
	Iteration 30Q: 3 clusters Score -3125971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3125987.250000 Penalty: 4789.433105
	Iteration 31Q: 3 clusters Score -3125987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3126007.500000 Penalty: 4789.433105
	Iteration 32Q: 3 clusters Score -3126008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3126035.250000 Penalty: 4789.433105
	Iteration 33Q: 3 clusters Score -3126035 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3126062.750000 Penalty: 4789.433105
	Iteration 34Q: 3 clusters Score -3126063 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3126090.500000 Penalty: 4789.433105
	Iteration 35Q: 3 clusters Score -3126090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3126115.000000 Penalty: 4789.433105
	Iteration 36Q: 3 clusters Score -3126115 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3126116.250000 Penalty: 4789.433105
	Iteration 37Q: 3 clusters Score -3126116 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3126152.250000 Penalty: 4789.433105
	Iteration 38Q: 3 clusters Score -3126152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3126173.750000 Penalty: 4789.433105
	Iteration 39Q: 3 clusters Score -3126174 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3126201.250000 Penalty: 4789.433105
	Iteration 40F: 3 clusters Score -3126201 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3126228.000000 Penalty: 4789.433105
	Iteration 41Q: 3 clusters Score -3126228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3126238.750000 Penalty: 4789.433105
	Iteration 42Q: 3 clusters Score -3126239 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3126276.500000 Penalty: 4789.433105
	Iteration 43Q: 3 clusters Score -3126276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -3126286.250000 Penalty: 4789.433105
	Iteration 44Q: 3 clusters Score -3126286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3126319.750000 Penalty: 4789.433105
	Iteration 45Q: 3 clusters Score -3126320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3126335.750000 Penalty: 4789.433105
	Iteration 46Q: 3 clusters Score -3126336 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3126355.500000 Penalty: 4789.433105
	Iteration 47Q: 3 clusters Score -3126356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3126392.000000 Penalty: 4789.433105
	Iteration 48Q: 3 clusters Score -3126392 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3126427.750000 Penalty: 4789.433105
	Iteration 49Q: 3 clusters Score -3126428 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3126460.500000 Penalty: 4789.433105
	Iteration 50Q: 3 clusters Score -3126460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3126478.500000 Penalty: 4789.433105
	Iteration 51Q: 3 clusters Score -3126478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3126503.500000 Penalty: 4789.433105
	Iteration 52Q: 3 clusters Score -3126504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3126525.000000 Penalty: 4789.433105
	Iteration 53Q: 3 clusters Score -3126525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3126548.250000 Penalty: 4789.433105
	Iteration 54Q: 3 clusters Score -3126548 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3126564.250000 Penalty: 4789.433105
	Iteration 55Q: 3 clusters Score -3126564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3126576.000000 Penalty: 4789.433105
	Iteration 56Q: 3 clusters Score -3126576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3126591.000000 Penalty: 4789.433105
	Iteration 57Q: 3 clusters Score -3126591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3126611.500000 Penalty: 4789.433105
	Iteration 58Q: 3 clusters Score -3126612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3126628.500000 Penalty: 4789.433105
	Iteration 59Q: 3 clusters Score -3126628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3126638.000000 Penalty: 4789.433105
	Iteration 60F: 3 clusters Score -3126638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3126645.750000 Penalty: 4789.433105
	Iteration 61Q: 3 clusters Score -3126646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3126654.000000 Penalty: 4789.433105
	Iteration 62Q: 3 clusters Score -3126654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3126665.750000 Penalty: 4789.433105
	Iteration 63Q: 3 clusters Score -3126666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3126678.000000 Penalty: 4789.433105
	Iteration 64Q: 3 clusters Score -3126678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3126688.500000 Penalty: 4789.433105
	Iteration 65Q: 3 clusters Score -3126688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3126699.500000 Penalty: 4789.433105
	Iteration 66Q: 3 clusters Score -3126700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3126711.750000 Penalty: 4789.433105
	Iteration 67Q: 3 clusters Score -3126712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3126721.750000 Penalty: 4789.433105
	Iteration 68Q: 3 clusters Score -3126722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3126728.750000 Penalty: 4789.433105
	Iteration 69Q: 3 clusters Score -3126729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3126736.750000 Penalty: 4789.433105
	Iteration 70Q: 3 clusters Score -3126737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3126751.750000 Penalty: 4789.433105
	Iteration 71Q: 3 clusters Score -3126752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3126777.000000 Penalty: 4789.433105
	Iteration 72Q: 3 clusters Score -3126777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3126789.500000 Penalty: 4789.433105
	Iteration 73Q: 3 clusters Score -3126790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3126812.250000 Penalty: 4789.433105
	Iteration 74Q: 3 clusters Score -3126812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3126826.000000 Penalty: 4789.433105
	Iteration 75Q: 3 clusters Score -3126826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3126842.000000 Penalty: 4789.433105
	Iteration 76Q: 3 clusters Score -3126842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3126858.250000 Penalty: 4789.433105
	Iteration 77Q: 3 clusters Score -3126858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3126864.750000 Penalty: 4789.433105
	Iteration 78Q: 3 clusters Score -3126865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3126882.250000 Penalty: 4789.433105
	Iteration 79Q: 3 clusters Score -3126882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3126881.500000 Penalty: 4789.433105
	Iteration 80F: 3 clusters Score -3126882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3126892.000000 Penalty: 4789.433105
	Iteration 81Q: 3 clusters Score -3126892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3126896.250000 Penalty: 4789.433105
	Iteration 82Q: 3 clusters Score -3126896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3126917.250000 Penalty: 4789.433105
	Iteration 83Q: 3 clusters Score -3126917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3126936.000000 Penalty: 4789.433105
	Iteration 84Q: 3 clusters Score -3126936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3126942.750000 Penalty: 4789.433105
	Iteration 85Q: 3 clusters Score -3126943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3126959.750000 Penalty: 4789.433105
	Iteration 86Q: 3 clusters Score -3126960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3126970.750000 Penalty: 4789.433105
	Iteration 87Q: 3 clusters Score -3126971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3126974.750000 Penalty: 4789.433105
	Iteration 88Q: 3 clusters Score -3126975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3126996.500000 Penalty: 4789.433105
	Iteration 89Q: 3 clusters Score -3126996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3127002.000000 Penalty: 4789.433105
	Iteration 90Q: 3 clusters Score -3127002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3127018.250000 Penalty: 4789.433105
	Iteration 91Q: 3 clusters Score -3127018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3127032.500000 Penalty: 4789.433105
	Iteration 92Q: 3 clusters Score -3127032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3127059.000000 Penalty: 4789.433105
	Iteration 93Q: 3 clusters Score -3127059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3127072.250000 Penalty: 4789.433105
	Iteration 94Q: 3 clusters Score -3127072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3127092.250000 Penalty: 4789.433105
	Iteration 95Q: 3 clusters Score -3127092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3127119.500000 Penalty: 4789.433105
	Iteration 96Q: 3 clusters Score -3127120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3127142.750000 Penalty: 4789.433105
	Iteration 97Q: 3 clusters Score -3127143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3127170.750000 Penalty: 4789.433105
	Iteration 98Q: 3 clusters Score -3127171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3127187.500000 Penalty: 4789.433105
	Iteration 99Q: 3 clusters Score -3127188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3127208.750000 Penalty: 4789.433105
	Iteration 100F: 3 clusters Score -3127209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3127220.750000 Penalty: 4789.433105
	Iteration 101Q: 3 clusters Score -3127221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3127242.000000 Penalty: 4789.433105
	Iteration 102Q: 3 clusters Score -3127242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3127252.250000 Penalty: 4789.433105
	Iteration 103Q: 3 clusters Score -3127252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3127260.000000 Penalty: 4789.433105
	Iteration 104Q: 3 clusters Score -3127260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3127271.250000 Penalty: 4789.433105
	Iteration 105Q: 3 clusters Score -3127271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3127280.500000 Penalty: 4789.433105
	Iteration 106Q: 3 clusters Score -3127280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3127283.500000 Penalty: 4789.433105
	Iteration 107Q: 3 clusters Score -3127284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3127285.750000 Penalty: 4789.433105
	Iteration 108Q: 3 clusters Score -3127286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3127291.000000 Penalty: 4789.433105
	Iteration 109Q: 3 clusters Score -3127291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3127295.750000 Penalty: 4789.433105
	Iteration 110Q: 3 clusters Score -3127296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3127299.500000 Penalty: 4789.433105
	Iteration 111Q: 3 clusters Score -3127300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3127301.750000 Penalty: 4789.433105
	Iteration 112Q: 3 clusters Score -3127302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3127303.500000 Penalty: 4789.433105
	Iteration 113Q: 3 clusters Score -3127304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3127308.500000 Penalty: 4789.433105
	Iteration 114Q: 3 clusters Score -3127308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3127306.000000 Penalty: 4789.433105
	Iteration 115Q: 3 clusters Score -3127306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3127303.250000 Penalty: 4789.433105
	Iteration 116Q: 3 clusters Score -3127303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3127319.000000 Penalty: 4789.433105
	Iteration 117Q: 3 clusters Score -3127319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3127321.000000 Penalty: 4789.433105
	Iteration 118Q: 3 clusters Score -3127321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3127325.000000 Penalty: 4789.433105
	Iteration 119Q: 3 clusters Score -3127325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3127326.000000 Penalty: 4789.433105
	Iteration 120F: 3 clusters Score -3127326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3127329.750000 Penalty: 4789.433105
	Iteration 121Q: 3 clusters Score -3127330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3127335.750000 Penalty: 4789.433105
	Iteration 122Q: 3 clusters Score -3127336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3127343.000000 Penalty: 4789.433105
	Iteration 123Q: 3 clusters Score -3127343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3127340.750000 Penalty: 4789.433105
	Iteration 124Q: 3 clusters Score -3127341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3127353.000000 Penalty: 4789.433105
	Iteration 125Q: 3 clusters Score -3127353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3127348.750000 Penalty: 4789.433105
	Iteration 126Q: 3 clusters Score -3127349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3127354.250000 Penalty: 4789.433105
	Iteration 127Q: 3 clusters Score -3127354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3127353.750000 Penalty: 4789.433105
	Iteration 128Q: 3 clusters Score -3127354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3127355.750000 Penalty: 4789.433105
	Iteration 129Q: 3 clusters Score -3127356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3127357.250000 Penalty: 4789.433105
	Iteration 130Q: 3 clusters Score -3127357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3127359.750000 Penalty: 4789.433105
	Iteration 131Q: 3 clusters Score -3127360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3127358.500000 Penalty: 4789.433105
	Iteration 132Q: 3 clusters Score -3127358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3127357.000000 Penalty: 4789.433105
	Iteration 133Q: 3 clusters Score -3127357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3127357.500000 Penalty: 4789.433105
	Iteration 134Q: 3 clusters Score -3127358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3127355.750000 Penalty: 4789.433105
	Iteration 135Q: 3 clusters Score -3127356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3127355.750000 Penalty: 4789.433105
	Iteration 136F: 3 clusters Score -3127356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -155373.968750 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -155374 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 417 members 
Entering Unmasked Estep 
Score: -153557.203125 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -153557.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -153840.375000 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -153840.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -153945.828125 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -153945.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -153994.203125 Penalty: 3359.447754
	Iteration 3Q: 3 clusters Score -153994.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154020.437500 Penalty: 3359.447754
	Iteration 4Q: 3 clusters Score -154020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -154038.781250 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -154038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -154051.468750 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -154051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -154061.796875 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -154061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -154066.796875 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -154066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -154072.828125 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -154072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -154078.421875 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -154078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -154079.046875 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -154079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -154079.046875 Penalty: 3359.447754
	Iteration 12F: 3 clusters Score -154079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -1395575.250000 Penalty: 2194.394775
	Iteration 0F: 2 clusters Score -1395575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1389794.875000 Penalty: 4388.789551
	Iteration 0F: 3 clusters Score -1389795 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1391298.500000 Penalty: 4388.789551
	Iteration 1F: 3 clusters Score -1391298 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1391559.000000 Penalty: 4388.789551
	Iteration 2F: 3 clusters Score -1391559 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1391733.500000 Penalty: 4388.789551
	Iteration 3F: 3 clusters Score -1391734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1391870.000000 Penalty: 4388.789551
	Iteration 4Q: 3 clusters Score -1391870 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1391997.750000 Penalty: 4388.789551
	Iteration 5Q: 3 clusters Score -1391998 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1392112.625000 Penalty: 4388.789551
	Iteration 6Q: 3 clusters Score -1392113 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1392213.250000 Penalty: 4388.789551
	Iteration 7Q: 3 clusters Score -1392213 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1392312.000000 Penalty: 4388.789551
	Iteration 8Q: 3 clusters Score -1392312 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1392418.250000 Penalty: 4388.789551
	Iteration 9Q: 3 clusters Score -1392418 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1392516.000000 Penalty: 4388.789551
	Iteration 10Q: 3 clusters Score -1392516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1392616.500000 Penalty: 4388.789551
	Iteration 11Q: 3 clusters Score -1392616 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1392737.750000 Penalty: 4388.789551
	Iteration 12Q: 3 clusters Score -1392738 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1392817.625000 Penalty: 4388.789551
	Iteration 13Q: 3 clusters Score -1392818 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1392901.625000 Penalty: 4388.789551
	Iteration 14Q: 3 clusters Score -1392902 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1392993.875000 Penalty: 4388.789551
	Iteration 15Q: 3 clusters Score -1392994 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1393073.625000 Penalty: 4388.789551
	Iteration 16Q: 3 clusters Score -1393074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1393151.750000 Penalty: 4388.789551
	Iteration 17Q: 3 clusters Score -1393152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1393223.250000 Penalty: 4388.789551
	Iteration 18Q: 3 clusters Score -1393223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1393289.500000 Penalty: 4388.789551
	Iteration 19Q: 3 clusters Score -1393290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1393344.625000 Penalty: 4388.789551
	Iteration 20F: 3 clusters Score -1393345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1393390.750000 Penalty: 4388.789551
	Iteration 21Q: 3 clusters Score -1393391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1393428.625000 Penalty: 4388.789551
	Iteration 22Q: 3 clusters Score -1393429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1393450.625000 Penalty: 4388.789551
	Iteration 23Q: 3 clusters Score -1393451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1393475.875000 Penalty: 4388.789551
	Iteration 24Q: 3 clusters Score -1393476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1393504.625000 Penalty: 4388.789551
	Iteration 25Q: 3 clusters Score -1393505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1393523.625000 Penalty: 4388.789551
	Iteration 26Q: 3 clusters Score -1393524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1393549.500000 Penalty: 4388.789551
	Iteration 27Q: 3 clusters Score -1393550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1393561.375000 Penalty: 4388.789551
	Iteration 28Q: 3 clusters Score -1393561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1393568.000000 Penalty: 4388.789551
	Iteration 29Q: 3 clusters Score -1393568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1393578.625000 Penalty: 4388.789551
	Iteration 30Q: 3 clusters Score -1393579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1393589.375000 Penalty: 4388.789551
	Iteration 31Q: 3 clusters Score -1393589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1393605.875000 Penalty: 4388.789551
	Iteration 32Q: 3 clusters Score -1393606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1393612.500000 Penalty: 4388.789551
	Iteration 33Q: 3 clusters Score -1393612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1393619.375000 Penalty: 4388.789551
	Iteration 34Q: 3 clusters Score -1393619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1393620.500000 Penalty: 4388.789551
	Iteration 35Q: 3 clusters Score -1393620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1393624.000000 Penalty: 4388.789551
	Iteration 36Q: 3 clusters Score -1393624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1393625.375000 Penalty: 4388.789551
	Iteration 37Q: 3 clusters Score -1393625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1393625.875000 Penalty: 4388.789551
	Iteration 38Q: 3 clusters Score -1393626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1393628.000000 Penalty: 4388.789551
	Iteration 39Q: 3 clusters Score -1393628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1393628.375000 Penalty: 4388.789551
	Iteration 40F: 3 clusters Score -1393628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1393630.875000 Penalty: 4388.789551
	Iteration 41Q: 3 clusters Score -1393631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1393629.250000 Penalty: 4388.789551
	Iteration 42Q: 3 clusters Score -1393629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1393629.625000 Penalty: 4388.789551
	Iteration 43Q: 3 clusters Score -1393630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1393629.625000 Penalty: 4388.789551
	Iteration 44F: 3 clusters Score -1393630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67288.984375 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -67288.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65906.992188 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -65906.99 nChanged 52
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: -66044.296875 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -66044.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66140.218750 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -66140.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66200.156250 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -66200.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66236.773438 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -66236.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66313.015625 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -66313.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66363.937500 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -66363.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66395.804688 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -66395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66432.031250 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -66432.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66446.953125 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -66446.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66455.375000 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -66455.38 nChanged 5
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: -66488.453125 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -66488.45 nChanged 7
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: -66517.421875 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -66517.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66559.648438 Penalty: 2957.935303
	Iteration 13Q: 3 clusters Score -66559.65 nChanged 8
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: -66600.929688 Penalty: 2957.935303
	Iteration 14Q: 3 clusters Score -66600.93 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: -66683.046875 Penalty: 2957.935303
	Iteration 15Q: 3 clusters Score -66683.05 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: -66752.156250 Penalty: 2957.935303
	Iteration 16Q: 3 clusters Score -66752.16 nChanged 12
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: -66843.984375 Penalty: 2957.935303
	Iteration 17Q: 3 clusters Score -66843.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66919.515625 Penalty: 2957.935303
	Iteration 18Q: 3 clusters Score -66919.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66960.296875 Penalty: 2957.935303
	Iteration 19Q: 3 clusters Score -66960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66993.343750 Penalty: 2957.935303
	Iteration 20F: 3 clusters Score -66993.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67043.984375 Penalty: 2957.935303
	Iteration 21Q: 3 clusters Score -67043.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -67113.328125 Penalty: 2957.935303
	Iteration 22Q: 3 clusters Score -67113.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -67141.609375 Penalty: 2957.935303
	Iteration 23Q: 3 clusters Score -67141.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67170.382812 Penalty: 2957.935303
	Iteration 24Q: 3 clusters Score -67170.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -67206.750000 Penalty: 2957.935303
	Iteration 25Q: 3 clusters Score -67206.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67224.937500 Penalty: 2957.935303
	Iteration 26Q: 3 clusters Score -67224.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67224.937500 Penalty: 2957.935303
	Iteration 27F: 3 clusters Score -67224.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -264712.187500 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -264712.2 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 734 members 
Entering Unmasked Estep 
Score: -262414.843750 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -262414.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -262930.843750 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -262930.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -263142.750000 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -263142.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -263332.375000 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -263332.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -263489.593750 Penalty: 3632.947021
	Iteration 4F: 3 clusters Score -263489.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -263640.625000 Penalty: 3632.947021
	Iteration 5Q: 3 clusters Score -263640.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -263827.031250 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -263827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -264070.875000 Penalty: 3632.947021
	Iteration 7F: 3 clusters Score -264070.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -264243.562500 Penalty: 3632.947021
	Iteration 8F: 3 clusters Score -264243.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -264364.187500 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -264364.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -264426.687500 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -264426.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -264461.343750 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -264461.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -264499.218750 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -264499.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -264530.968750 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -264531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -264550.375000 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -264550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -264568.031250 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -264568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -264574.437500 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -264574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -264576.625000 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -264576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -264577.375000 Penalty: 3632.947021
	Iteration 18Q: 3 clusters Score -264577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -264577.781250 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -264577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -264580.156250 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -264580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -264580.656250 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -264580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -264583.125000 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -264583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -264584.500000 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -264584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -264584.781250 Penalty: 3632.947021
	Iteration 24Q: 3 clusters Score -264584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -264585.031250 Penalty: 3632.947021
	Iteration 25Q: 3 clusters Score -264585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -264585.031250 Penalty: 3632.947021
	Iteration 26F: 3 clusters Score -264585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78429.304688 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78429.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78962.742188 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78962.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79309.062500 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -79309.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -79629.125000 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -79629.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79797.968750 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -79797.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -79863.171875 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -79863.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79940.546875 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -79940.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79965.875000 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -79965.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79974.289062 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -79974.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79974.289062 Penalty: 3099.987793
	Iteration 9F: 3 clusters Score -79974.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5150 members 
Mstep: Class 8 contains 34365 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 18602 members 
Mstep: Class 13 contains 32250 members 
Mstep: Class 14 contains 31334 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6963 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 287 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 28271 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17241 members 
Mstep: Class 28 contains 26082 members 
Mstep: Class 29 contains 25133 members 
Mstep: Class 30 contains 3760 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24235 members 
Mstep: Class 33 contains 9406 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12561 members 
Mstep: Class 42 contains 28582 members 
Mstep: Class 43 contains 7460 members 
Mstep: Class 44 contains 59012 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14889 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19882 members 
Mstep: Class 52 contains 6388 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14848 members 
Mstep: Class 55 contains 28411 members 
Mstep: Class 56 contains 22148 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14621 members 
Mstep: Class 60 contains 32455 members 
Mstep: Class 61 contains 4770 members 
Mstep: Class 62 contains 15211 members 
Mstep: Class 63 contains 31004 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18383 members 
Mstep: Class 67 contains 29565 members 
Mstep: Class 68 contains 29326 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28231 members 
Mstep: Class 71 contains 17527 members 
Mstep: Class 72 contains 35244 members 
Mstep: Class 73 contains 231 members 
Entering Unmasked Estep 
Score: -161374384.000000 Penalty: 246934.062500
Splitting cluster 22 changes total score from -161375776.000000 to -161374384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -949674.625000 Penalty: 2113.747559
	Iteration 0F: 2 clusters Score -949674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -945138.750000 Penalty: 4227.495117
	Iteration 0F: 3 clusters Score -945138.8 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -946224.375000 Penalty: 4227.495117
	Iteration 1F: 3 clusters Score -946224.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -946412.250000 Penalty: 4227.495117
	Iteration 2F: 3 clusters Score -946412.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -946516.625000 Penalty: 4227.495117
	Iteration 3Q: 3 clusters Score -946516.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -946593.187500 Penalty: 4227.495117
	Iteration 4Q: 3 clusters Score -946593.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -946656.250000 Penalty: 4227.495117
	Iteration 5Q: 3 clusters Score -946656.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -946707.687500 Penalty: 4227.495117
	Iteration 6Q: 3 clusters Score -946707.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -946750.187500 Penalty: 4227.495117
	Iteration 7Q: 3 clusters Score -946750.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -946780.750000 Penalty: 4227.495117
	Iteration 8Q: 3 clusters Score -946780.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -946801.875000 Penalty: 4227.495117
	Iteration 9Q: 3 clusters Score -946801.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -946824.125000 Penalty: 4227.495117
	Iteration 10Q: 3 clusters Score -946824.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -946839.062500 Penalty: 4227.495117
	Iteration 11Q: 3 clusters Score -946839.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -946855.937500 Penalty: 4227.495117
	Iteration 12Q: 3 clusters Score -946855.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -946873.937500 Penalty: 4227.495117
	Iteration 13Q: 3 clusters Score -946873.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -946886.062500 Penalty: 4227.495117
	Iteration 14Q: 3 clusters Score -946886.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -946899.062500 Penalty: 4227.495117
	Iteration 15Q: 3 clusters Score -946899.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -946909.562500 Penalty: 4227.495117
	Iteration 16Q: 3 clusters Score -946909.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -946921.125000 Penalty: 4227.495117
	Iteration 17Q: 3 clusters Score -946921.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -946930.750000 Penalty: 4227.495117
	Iteration 18Q: 3 clusters Score -946930.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -946940.000000 Penalty: 4227.495117
	Iteration 19Q: 3 clusters Score -946940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -946949.125000 Penalty: 4227.495117
	Iteration 20F: 3 clusters Score -946949.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -946964.187500 Penalty: 4227.495117
	Iteration 21Q: 3 clusters Score -946964.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -946978.375000 Penalty: 4227.495117
	Iteration 22Q: 3 clusters Score -946978.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -946991.750000 Penalty: 4227.495117
	Iteration 23Q: 3 clusters Score -946991.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -947005.500000 Penalty: 4227.495117
	Iteration 24Q: 3 clusters Score -947005.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -947023.312500 Penalty: 4227.495117
	Iteration 25Q: 3 clusters Score -947023.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -947043.625000 Penalty: 4227.495117
	Iteration 26Q: 3 clusters Score -947043.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -947074.875000 Penalty: 4227.495117
	Iteration 27Q: 3 clusters Score -947074.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -947107.875000 Penalty: 4227.495117
	Iteration 28Q: 3 clusters Score -947107.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -947147.375000 Penalty: 4227.495117
	Iteration 29Q: 3 clusters Score -947147.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -947183.125000 Penalty: 4227.495117
	Iteration 30Q: 3 clusters Score -947183.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -947229.250000 Penalty: 4227.495117
	Iteration 31Q: 3 clusters Score -947229.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -947300.312500 Penalty: 4227.495117
	Iteration 32Q: 3 clusters Score -947300.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -947361.562500 Penalty: 4227.495117
	Iteration 33Q: 3 clusters Score -947361.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -947417.437500 Penalty: 4227.495117
	Iteration 34Q: 3 clusters Score -947417.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -947481.562500 Penalty: 4227.495117
	Iteration 35Q: 3 clusters Score -947481.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -947537.750000 Penalty: 4227.495117
	Iteration 36Q: 3 clusters Score -947537.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -947580.312500 Penalty: 4227.495117
	Iteration 37Q: 3 clusters Score -947580.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -947620.500000 Penalty: 4227.495117
	Iteration 38Q: 3 clusters Score -947620.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -947663.750000 Penalty: 4227.495117
	Iteration 39Q: 3 clusters Score -947663.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -947706.750000 Penalty: 4227.495117
	Iteration 40F: 3 clusters Score -947706.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -947737.875000 Penalty: 4227.495117
	Iteration 41Q: 3 clusters Score -947737.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -947762.312500 Penalty: 4227.495117
	Iteration 42Q: 3 clusters Score -947762.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -947785.187500 Penalty: 4227.495117
	Iteration 43Q: 3 clusters Score -947785.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -947795.562500 Penalty: 4227.495117
	Iteration 44Q: 3 clusters Score -947795.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -947802.500000 Penalty: 4227.495117
	Iteration 45Q: 3 clusters Score -947802.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -947808.312500 Penalty: 4227.495117
	Iteration 46Q: 3 clusters Score -947808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -947815.187500 Penalty: 4227.495117
	Iteration 47Q: 3 clusters Score -947815.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -947818.625000 Penalty: 4227.495117
	Iteration 48Q: 3 clusters Score -947818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -947822.750000 Penalty: 4227.495117
	Iteration 49Q: 3 clusters Score -947822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -947825.125000 Penalty: 4227.495117
	Iteration 50Q: 3 clusters Score -947825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -947827.562500 Penalty: 4227.495117
	Iteration 51Q: 3 clusters Score -947827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -947827.062500 Penalty: 4227.495117
	Iteration 52Q: 3 clusters Score -947827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -947829.625000 Penalty: 4227.495117
	Iteration 53Q: 3 clusters Score -947829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -947833.500000 Penalty: 4227.495117
	Iteration 54Q: 3 clusters Score -947833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -947836.625000 Penalty: 4227.495117
	Iteration 55Q: 3 clusters Score -947836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -947839.750000 Penalty: 4227.495117
	Iteration 56Q: 3 clusters Score -947839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -947843.125000 Penalty: 4227.495117
	Iteration 57Q: 3 clusters Score -947843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -947845.000000 Penalty: 4227.495117
	Iteration 58Q: 3 clusters Score -947845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -947849.500000 Penalty: 4227.495117
	Iteration 59Q: 3 clusters Score -947849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -947850.812500 Penalty: 4227.495117
	Iteration 60F: 3 clusters Score -947850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -947855.562500 Penalty: 4227.495117
	Iteration 61Q: 3 clusters Score -947855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -947855.000000 Penalty: 4227.495117
	Iteration 62Q: 3 clusters Score -947855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -947855.000000 Penalty: 4227.495117
	Iteration 63F: 3 clusters Score -947855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Entering Unmasked Estep 
Score: -5404105.000000 Penalty: 2541.898682
	Iteration 0F: 2 clusters Score -5404105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5384816.000000 Penalty: 5083.797363
	Iteration 0F: 3 clusters Score -5384816 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5391670.500000 Penalty: 5083.797363
	Iteration 1F: 3 clusters Score -5391670 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -5392226.000000 Penalty: 5083.797363
	Iteration 2Q: 3 clusters Score -5392226 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -5392896.500000 Penalty: 5083.797363
	Iteration 3F: 3 clusters Score -5392896 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -5393882.500000 Penalty: 5083.797363
	Iteration 4F: 3 clusters Score -5393882 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -5395340.500000 Penalty: 5083.797363
	Iteration 5F: 3 clusters Score -5395340 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5397251.500000 Penalty: 5083.797363
	Iteration 6F: 3 clusters Score -5397252 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5399193.500000 Penalty: 5083.797363
	Iteration 7F: 3 clusters Score -5399194 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5400584.500000 Penalty: 5083.797363
	Iteration 8F: 3 clusters Score -5400584 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5401236.500000 Penalty: 5083.797363
	Iteration 9Q: 3 clusters Score -5401236 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5401522.000000 Penalty: 5083.797363
	Iteration 10Q: 3 clusters Score -5401522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5401671.500000 Penalty: 5083.797363
	Iteration 11Q: 3 clusters Score -5401672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5401754.500000 Penalty: 5083.797363
	Iteration 12Q: 3 clusters Score -5401754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5401802.000000 Penalty: 5083.797363
	Iteration 13Q: 3 clusters Score -5401802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5401820.500000 Penalty: 5083.797363
	Iteration 14Q: 3 clusters Score -5401820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5401840.500000 Penalty: 5083.797363
	Iteration 15Q: 3 clusters Score -5401840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5401850.500000 Penalty: 5083.797363
	Iteration 16Q: 3 clusters Score -5401850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5401854.000000 Penalty: 5083.797363
	Iteration 17Q: 3 clusters Score -5401854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5401859.000000 Penalty: 5083.797363
	Iteration 18Q: 3 clusters Score -5401859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5401861.000000 Penalty: 5083.797363
	Iteration 19Q: 3 clusters Score -5401861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5401861.000000 Penalty: 5083.797363
	Iteration 20F: 3 clusters Score -5401861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -232560.500000 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -232560.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -230497.843750 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -230497.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -230839.359375 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -230839.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -230940.562500 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -230940.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -231009.984375 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -231010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -231053.921875 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -231053.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -231076.437500 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -231076.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -231093.187500 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -231093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -231101.484375 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -231101.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -231106.078125 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -231106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -231113.640625 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -231113.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -231119.812500 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -231119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -231127.859375 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -231127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -231134.937500 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -231134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -231138.187500 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -231138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -231141.796875 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -231141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -231145.921875 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -231145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -231148.968750 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -231149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -231153.187500 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -231153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -231157.687500 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -231157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -231161.906250 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -231161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -231172.281250 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -231172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -231179.265625 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -231179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -231198.000000 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -231198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -231210.671875 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -231210.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -231227.953125 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -231228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -231244.375000 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -231244.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -231256.781250 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -231256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -231264.828125 Penalty: 3509.181641
	Iteration 27Q: 3 clusters Score -231264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -231277.828125 Penalty: 3509.181641
	Iteration 28Q: 3 clusters Score -231277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -231292.781250 Penalty: 3509.181641
	Iteration 29Q: 3 clusters Score -231292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -231303.531250 Penalty: 3509.181641
	Iteration 30Q: 3 clusters Score -231303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -231315.281250 Penalty: 3509.181641
	Iteration 31Q: 3 clusters Score -231315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -231330.531250 Penalty: 3509.181641
	Iteration 32Q: 3 clusters Score -231330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -231357.828125 Penalty: 3509.181641
	Iteration 33Q: 3 clusters Score -231357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -231390.890625 Penalty: 3509.181641
	Iteration 34Q: 3 clusters Score -231390.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -231448.578125 Penalty: 3509.181641
	Iteration 35Q: 3 clusters Score -231448.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -231517.265625 Penalty: 3509.181641
	Iteration 36Q: 3 clusters Score -231517.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -231577.515625 Penalty: 3509.181641
	Iteration 37Q: 3 clusters Score -231577.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -231646.890625 Penalty: 3509.181641
	Iteration 38Q: 3 clusters Score -231646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -231750.828125 Penalty: 3509.181641
	Iteration 39Q: 3 clusters Score -231750.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -231877.078125 Penalty: 3509.181641
	Iteration 40F: 3 clusters Score -231877.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -231956.390625 Penalty: 3509.181641
	Iteration 41Q: 3 clusters Score -231956.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -232017.312500 Penalty: 3509.181641
	Iteration 42Q: 3 clusters Score -232017.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -232070.953125 Penalty: 3509.181641
	Iteration 43Q: 3 clusters Score -232071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -232112.578125 Penalty: 3509.181641
	Iteration 44Q: 3 clusters Score -232112.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -232156.921875 Penalty: 3509.181641
	Iteration 45Q: 3 clusters Score -232156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -232190.640625 Penalty: 3509.181641
	Iteration 46Q: 3 clusters Score -232190.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -232217.890625 Penalty: 3509.181641
	Iteration 47Q: 3 clusters Score -232217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -232234.609375 Penalty: 3509.181641
	Iteration 48Q: 3 clusters Score -232234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -232241.234375 Penalty: 3509.181641
	Iteration 49Q: 3 clusters Score -232241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -232246.000000 Penalty: 3509.181641
	Iteration 50Q: 3 clusters Score -232246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -232253.687500 Penalty: 3509.181641
	Iteration 51Q: 3 clusters Score -232253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -232255.671875 Penalty: 3509.181641
	Iteration 52Q: 3 clusters Score -232255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -232258.875000 Penalty: 3509.181641
	Iteration 53Q: 3 clusters Score -232258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -232259.859375 Penalty: 3509.181641
	Iteration 54Q: 3 clusters Score -232259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -232259.859375 Penalty: 3509.181641
	Iteration 55F: 3 clusters Score -232259.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -115182.632812 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -115182.6 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 278 members 
Entering Unmasked Estep 
Score: -113590.382812 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -113590.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -113785.679688 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -113785.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -113831.914062 Penalty: 3142.187012
	Iteration 2Q: 3 clusters Score -113831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113855.945312 Penalty: 3142.187012
	Iteration 3Q: 3 clusters Score -113855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113861.085938 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -113861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113861.085938 Penalty: 3142.187012
	Iteration 5F: 3 clusters Score -113861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Entering Unmasked Estep 
Score: -3625337.250000 Penalty: 2419.251465
	Iteration 0F: 2 clusters Score -3625337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3613997.500000 Penalty: 4838.502930
	Iteration 0F: 3 clusters Score -3613998 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3618045.250000 Penalty: 4838.502930
	Iteration 1F: 3 clusters Score -3618045 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3618362.250000 Penalty: 4838.502930
	Iteration 2F: 3 clusters Score -3618362 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3618575.500000 Penalty: 4838.502930
	Iteration 3Q: 3 clusters Score -3618576 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3618760.000000 Penalty: 4838.502930
	Iteration 4Q: 3 clusters Score -3618760 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3618903.250000 Penalty: 4838.502930
	Iteration 5Q: 3 clusters Score -3618903 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3619021.000000 Penalty: 4838.502930
	Iteration 6Q: 3 clusters Score -3619021 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3619151.000000 Penalty: 4838.502930
	Iteration 7Q: 3 clusters Score -3619151 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3619254.000000 Penalty: 4838.502930
	Iteration 8Q: 3 clusters Score -3619254 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3619401.000000 Penalty: 4838.502930
	Iteration 9Q: 3 clusters Score -3619401 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3619593.500000 Penalty: 4838.502930
	Iteration 10Q: 3 clusters Score -3619594 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3619883.000000 Penalty: 4838.502930
	Iteration 11Q: 3 clusters Score -3619883 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3620300.750000 Penalty: 4838.502930
	Iteration 12Q: 3 clusters Score -3620301 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3620777.250000 Penalty: 4838.502930
	Iteration 13Q: 3 clusters Score -3620777 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3621363.500000 Penalty: 4838.502930
	Iteration 14F: 3 clusters Score -3621364 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3621834.000000 Penalty: 4838.502930
	Iteration 15F: 3 clusters Score -3621834 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3622254.500000 Penalty: 4838.502930
	Iteration 16Q: 3 clusters Score -3622254 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3622600.500000 Penalty: 4838.502930
	Iteration 17Q: 3 clusters Score -3622600 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3622816.000000 Penalty: 4838.502930
	Iteration 18Q: 3 clusters Score -3622816 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3622941.500000 Penalty: 4838.502930
	Iteration 19Q: 3 clusters Score -3622942 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3623070.000000 Penalty: 4838.502930
	Iteration 20F: 3 clusters Score -3623070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3623146.000000 Penalty: 4838.502930
	Iteration 21Q: 3 clusters Score -3623146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3623179.500000 Penalty: 4838.502930
	Iteration 22Q: 3 clusters Score -3623180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3623200.250000 Penalty: 4838.502930
	Iteration 23Q: 3 clusters Score -3623200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3623224.750000 Penalty: 4838.502930
	Iteration 24Q: 3 clusters Score -3623225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3623235.500000 Penalty: 4838.502930
	Iteration 25Q: 3 clusters Score -3623236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3623254.500000 Penalty: 4838.502930
	Iteration 26Q: 3 clusters Score -3623254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3623264.500000 Penalty: 4838.502930
	Iteration 27Q: 3 clusters Score -3623264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3623273.000000 Penalty: 4838.502930
	Iteration 28Q: 3 clusters Score -3623273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3623279.500000 Penalty: 4838.502930
	Iteration 29Q: 3 clusters Score -3623280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3623289.000000 Penalty: 4838.502930
	Iteration 30Q: 3 clusters Score -3623289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3623291.500000 Penalty: 4838.502930
	Iteration 31Q: 3 clusters Score -3623292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3623300.500000 Penalty: 4838.502930
	Iteration 32Q: 3 clusters Score -3623300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3623307.250000 Penalty: 4838.502930
	Iteration 33Q: 3 clusters Score -3623307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3623303.500000 Penalty: 4838.502930
	Iteration 34Q: 3 clusters Score -3623304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3623305.500000 Penalty: 4838.502930
	Iteration 35Q: 3 clusters Score -3623306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3623305.500000 Penalty: 4838.502930
	Iteration 36F: 3 clusters Score -3623306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Entering Unmasked Estep 
Score: -5088698.500000 Penalty: 2521.912109
	Iteration 0F: 2 clusters Score -5088698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -5070998.000000 Penalty: 5043.824219
	Iteration 0F: 3 clusters Score -5070998 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -5077185.500000 Penalty: 5043.824219
	Iteration 1F: 3 clusters Score -5077186 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5077578.500000 Penalty: 5043.824219
	Iteration 2Q: 3 clusters Score -5077578 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -5077873.000000 Penalty: 5043.824219
	Iteration 3Q: 3 clusters Score -5077873 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5078143.000000 Penalty: 5043.824219
	Iteration 4Q: 3 clusters Score -5078143 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -5078435.500000 Penalty: 5043.824219
	Iteration 5Q: 3 clusters Score -5078436 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -5078668.000000 Penalty: 5043.824219
	Iteration 6Q: 3 clusters Score -5078668 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -5078982.000000 Penalty: 5043.824219
	Iteration 7Q: 3 clusters Score -5078982 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -5079395.000000 Penalty: 5043.824219
	Iteration 8Q: 3 clusters Score -5079395 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -5079944.000000 Penalty: 5043.824219
	Iteration 9Q: 3 clusters Score -5079944 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -5080779.500000 Penalty: 5043.824219
	Iteration 10F: 3 clusters Score -5080780 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -5081854.500000 Penalty: 5043.824219
	Iteration 11F: 3 clusters Score -5081854 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -5083130.500000 Penalty: 5043.824219
	Iteration 12F: 3 clusters Score -5083130 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -5084350.500000 Penalty: 5043.824219
	Iteration 13F: 3 clusters Score -5084350 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -5085232.000000 Penalty: 5043.824219
	Iteration 14Q: 3 clusters Score -5085232 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -5085808.500000 Penalty: 5043.824219
	Iteration 15Q: 3 clusters Score -5085808 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -5086146.500000 Penalty: 5043.824219
	Iteration 16Q: 3 clusters Score -5086146 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5086330.500000 Penalty: 5043.824219
	Iteration 17Q: 3 clusters Score -5086330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5086395.500000 Penalty: 5043.824219
	Iteration 18Q: 3 clusters Score -5086396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5086446.000000 Penalty: 5043.824219
	Iteration 19Q: 3 clusters Score -5086446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -5086484.500000 Penalty: 5043.824219
	Iteration 20F: 3 clusters Score -5086484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -5086498.000000 Penalty: 5043.824219
	Iteration 21Q: 3 clusters Score -5086498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5086513.000000 Penalty: 5043.824219
	Iteration 22Q: 3 clusters Score -5086513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -5086520.000000 Penalty: 5043.824219
	Iteration 23Q: 3 clusters Score -5086520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -5086530.500000 Penalty: 5043.824219
	Iteration 24Q: 3 clusters Score -5086530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5086541.500000 Penalty: 5043.824219
	Iteration 25Q: 3 clusters Score -5086542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -5086556.500000 Penalty: 5043.824219
	Iteration 26Q: 3 clusters Score -5086556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -5086565.000000 Penalty: 5043.824219
	Iteration 27Q: 3 clusters Score -5086565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5086569.000000 Penalty: 5043.824219
	Iteration 28Q: 3 clusters Score -5086569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -5086570.500000 Penalty: 5043.824219
	Iteration 29Q: 3 clusters Score -5086570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -5086570.500000 Penalty: 5043.824219
	Iteration 30F: 3 clusters Score -5086570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Entering Unmasked Estep 
Score: -4909760.000000 Penalty: 2512.720459
	Iteration 0F: 2 clusters Score -4909760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -4892554.000000 Penalty: 5025.440918
	Iteration 0F: 3 clusters Score -4892554 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -4898473.500000 Penalty: 5025.440918
	Iteration 1F: 3 clusters Score -4898474 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4898833.500000 Penalty: 5025.440918
	Iteration 2Q: 3 clusters Score -4898834 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4899199.000000 Penalty: 5025.440918
	Iteration 3Q: 3 clusters Score -4899199 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4899541.500000 Penalty: 5025.440918
	Iteration 4Q: 3 clusters Score -4899542 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4899922.500000 Penalty: 5025.440918
	Iteration 5Q: 3 clusters Score -4899922 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -4900375.000000 Penalty: 5025.440918
	Iteration 6Q: 3 clusters Score -4900375 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4900940.000000 Penalty: 5025.440918
	Iteration 7Q: 3 clusters Score -4900940 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4901628.500000 Penalty: 5025.440918
	Iteration 8Q: 3 clusters Score -4901628 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4902530.500000 Penalty: 5025.440918
	Iteration 9F: 3 clusters Score -4902530 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -4903564.500000 Penalty: 5025.440918
	Iteration 10F: 3 clusters Score -4903564 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4904717.000000 Penalty: 5025.440918
	Iteration 11F: 3 clusters Score -4904717 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4905765.500000 Penalty: 5025.440918
	Iteration 12Q: 3 clusters Score -4905766 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4906573.000000 Penalty: 5025.440918
	Iteration 13Q: 3 clusters Score -4906573 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4907036.500000 Penalty: 5025.440918
	Iteration 14Q: 3 clusters Score -4907036 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4907265.500000 Penalty: 5025.440918
	Iteration 15Q: 3 clusters Score -4907266 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4907427.500000 Penalty: 5025.440918
	Iteration 16Q: 3 clusters Score -4907428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4907497.000000 Penalty: 5025.440918
	Iteration 17Q: 3 clusters Score -4907497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4907547.500000 Penalty: 5025.440918
	Iteration 18Q: 3 clusters Score -4907548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4907578.000000 Penalty: 5025.440918
	Iteration 19Q: 3 clusters Score -4907578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4907580.500000 Penalty: 5025.440918
	Iteration 20F: 3 clusters Score -4907580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4907588.000000 Penalty: 5025.440918
	Iteration 21Q: 3 clusters Score -4907588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4907596.000000 Penalty: 5025.440918
	Iteration 22Q: 3 clusters Score -4907596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4907604.500000 Penalty: 5025.440918
	Iteration 23Q: 3 clusters Score -4907604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4907605.500000 Penalty: 5025.440918
	Iteration 24Q: 3 clusters Score -4907606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4907621.000000 Penalty: 5025.440918
	Iteration 25Q: 3 clusters Score -4907621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4907626.500000 Penalty: 5025.440918
	Iteration 26Q: 3 clusters Score -4907626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4907623.500000 Penalty: 5025.440918
	Iteration 27Q: 3 clusters Score -4907624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4907626.500000 Penalty: 5025.440918
	Iteration 28Q: 3 clusters Score -4907626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4907623.000000 Penalty: 5025.440918
	Iteration 29Q: 3 clusters Score -4907623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4907622.500000 Penalty: 5025.440918
	Iteration 30Q: 3 clusters Score -4907622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4907622.500000 Penalty: 5025.440918
	Iteration 31F: 3 clusters Score -4907622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -712999.062500 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -712999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -709309.375000 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -709309.4 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -710111.125000 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -710111.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -710312.437500 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -710312.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -710451.875000 Penalty: 4083.158203
	Iteration 3F: 3 clusters Score -710451.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -710586.125000 Penalty: 4083.158203
	Iteration 4Q: 3 clusters Score -710586.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -710689.750000 Penalty: 4083.158203
	Iteration 5Q: 3 clusters Score -710689.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -710773.500000 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -710773.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -710846.625000 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -710846.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -710910.687500 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -710910.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -710977.750000 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -710977.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -711050.062500 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -711050.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -711113.062500 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -711113.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -711161.625000 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -711161.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -711203.250000 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -711203.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -711243.187500 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -711243.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -711281.375000 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -711281.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -711314.187500 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -711314.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -711345.312500 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -711345.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -711381.000000 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -711381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -711410.500000 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -711410.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -711434.812500 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -711434.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -711452.687500 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -711452.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -711464.125000 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -711464.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -711476.750000 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -711476.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -711491.437500 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -711491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -711504.750000 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -711504.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -711518.125000 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -711518.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -711534.562500 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -711534.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -711542.937500 Penalty: 4083.158203
	Iteration 28Q: 3 clusters Score -711542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -711548.937500 Penalty: 4083.158203
	Iteration 29Q: 3 clusters Score -711548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -711551.437500 Penalty: 4083.158203
	Iteration 30Q: 3 clusters Score -711551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -711558.562500 Penalty: 4083.158203
	Iteration 31Q: 3 clusters Score -711558.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -711564.062500 Penalty: 4083.158203
	Iteration 32Q: 3 clusters Score -711564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -711569.500000 Penalty: 4083.158203
	Iteration 33Q: 3 clusters Score -711569.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -711576.750000 Penalty: 4083.158203
	Iteration 34Q: 3 clusters Score -711576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -711580.187500 Penalty: 4083.158203
	Iteration 35Q: 3 clusters Score -711580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -711583.812500 Penalty: 4083.158203
	Iteration 36Q: 3 clusters Score -711583.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -711587.437500 Penalty: 4083.158203
	Iteration 37Q: 3 clusters Score -711587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -711591.125000 Penalty: 4083.158203
	Iteration 38Q: 3 clusters Score -711591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -711594.250000 Penalty: 4083.158203
	Iteration 39Q: 3 clusters Score -711594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -711600.375000 Penalty: 4083.158203
	Iteration 40F: 3 clusters Score -711600.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -711604.562500 Penalty: 4083.158203
	Iteration 41Q: 3 clusters Score -711604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -711608.625000 Penalty: 4083.158203
	Iteration 42Q: 3 clusters Score -711608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -711609.187500 Penalty: 4083.158203
	Iteration 43Q: 3 clusters Score -711609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -711613.312500 Penalty: 4083.158203
	Iteration 44Q: 3 clusters Score -711613.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -711614.750000 Penalty: 4083.158203
	Iteration 45Q: 3 clusters Score -711614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -711617.187500 Penalty: 4083.158203
	Iteration 46Q: 3 clusters Score -711617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -711619.500000 Penalty: 4083.158203
	Iteration 47Q: 3 clusters Score -711619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -711619.875000 Penalty: 4083.158203
	Iteration 48Q: 3 clusters Score -711619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -711619.875000 Penalty: 4083.158203
	Iteration 49F: 3 clusters Score -711619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15599.981445 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -15599.98 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 97 members 
Entering Unmasked Estep 
Score: -14735.273438 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -14735.27 nChanged 25
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: -14786.312500 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -14786.31 nChanged 7
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: -14818.899414 Penalty: 2622.980469
	Iteration 2Q: 3 clusters Score -14818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14819.372070 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -14819.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14819.372070 Penalty: 2622.980469
	Iteration 4F: 3 clusters Score -14819.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Entering Unmasked Estep 
Score: -4965832.000000 Penalty: 2503.697266
	Iteration 0F: 2 clusters Score -4965832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4949580.000000 Penalty: 5007.394531
	Iteration 0F: 3 clusters Score -4949580 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -4955296.500000 Penalty: 5007.394531
	Iteration 1F: 3 clusters Score -4955296 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4955656.500000 Penalty: 5007.394531
	Iteration 2Q: 3 clusters Score -4955656 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -4955949.500000 Penalty: 5007.394531
	Iteration 3Q: 3 clusters Score -4955950 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -4956166.000000 Penalty: 5007.394531
	Iteration 4Q: 3 clusters Score -4956166 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4956337.000000 Penalty: 5007.394531
	Iteration 5Q: 3 clusters Score -4956337 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -4956495.000000 Penalty: 5007.394531
	Iteration 6Q: 3 clusters Score -4956495 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4956648.500000 Penalty: 5007.394531
	Iteration 7Q: 3 clusters Score -4956648 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4956836.000000 Penalty: 5007.394531
	Iteration 8Q: 3 clusters Score -4956836 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4957042.000000 Penalty: 5007.394531
	Iteration 9Q: 3 clusters Score -4957042 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4957376.500000 Penalty: 5007.394531
	Iteration 10Q: 3 clusters Score -4957376 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4957758.500000 Penalty: 5007.394531
	Iteration 11Q: 3 clusters Score -4957758 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -4958201.500000 Penalty: 5007.394531
	Iteration 12Q: 3 clusters Score -4958202 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -4958916.500000 Penalty: 5007.394531
	Iteration 13F: 3 clusters Score -4958916 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4959790.500000 Penalty: 5007.394531
	Iteration 14F: 3 clusters Score -4959790 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4960807.000000 Penalty: 5007.394531
	Iteration 15F: 3 clusters Score -4960807 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4961731.500000 Penalty: 5007.394531
	Iteration 16Q: 3 clusters Score -4961732 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4962417.500000 Penalty: 5007.394531
	Iteration 17Q: 3 clusters Score -4962418 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4962863.000000 Penalty: 5007.394531
	Iteration 18Q: 3 clusters Score -4962863 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4963142.000000 Penalty: 5007.394531
	Iteration 19Q: 3 clusters Score -4963142 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4963315.000000 Penalty: 5007.394531
	Iteration 20F: 3 clusters Score -4963315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4963424.500000 Penalty: 5007.394531
	Iteration 21Q: 3 clusters Score -4963424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4963491.500000 Penalty: 5007.394531
	Iteration 22Q: 3 clusters Score -4963492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4963539.500000 Penalty: 5007.394531
	Iteration 23Q: 3 clusters Score -4963540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4963589.500000 Penalty: 5007.394531
	Iteration 24Q: 3 clusters Score -4963590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4963618.500000 Penalty: 5007.394531
	Iteration 25Q: 3 clusters Score -4963618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4963619.500000 Penalty: 5007.394531
	Iteration 26Q: 3 clusters Score -4963620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4963615.500000 Penalty: 5007.394531
	Iteration 27Q: 3 clusters Score -4963616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4963617.000000 Penalty: 5007.394531
	Iteration 28Q: 3 clusters Score -4963617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4963619.500000 Penalty: 5007.394531
	Iteration 29Q: 3 clusters Score -4963620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4963619.500000 Penalty: 5007.394531
	Iteration 30F: 3 clusters Score -4963620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Entering Unmasked Estep 
Score: -1873669.000000 Penalty: 2268.977539
	Iteration 0F: 2 clusters Score -1873669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1866415.000000 Penalty: 4537.955078
	Iteration 0F: 3 clusters Score -1866415 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1868474.750000 Penalty: 4537.955078
	Iteration 1F: 3 clusters Score -1868475 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1868753.625000 Penalty: 4537.955078
	Iteration 2F: 3 clusters Score -1868754 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1868955.375000 Penalty: 4537.955078
	Iteration 3Q: 3 clusters Score -1868955 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1869135.375000 Penalty: 4537.955078
	Iteration 4Q: 3 clusters Score -1869135 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1869308.375000 Penalty: 4537.955078
	Iteration 5Q: 3 clusters Score -1869308 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1869500.625000 Penalty: 4537.955078
	Iteration 6Q: 3 clusters Score -1869501 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1869723.500000 Penalty: 4537.955078
	Iteration 7Q: 3 clusters Score -1869724 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1869984.375000 Penalty: 4537.955078
	Iteration 8Q: 3 clusters Score -1869984 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1870276.500000 Penalty: 4537.955078
	Iteration 9Q: 3 clusters Score -1870276 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1870592.875000 Penalty: 4537.955078
	Iteration 10Q: 3 clusters Score -1870593 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1870880.625000 Penalty: 4537.955078
	Iteration 11Q: 3 clusters Score -1870881 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1871164.000000 Penalty: 4537.955078
	Iteration 12Q: 3 clusters Score -1871164 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1871412.500000 Penalty: 4537.955078
	Iteration 13Q: 3 clusters Score -1871412 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1871619.250000 Penalty: 4537.955078
	Iteration 14Q: 3 clusters Score -1871619 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1871761.750000 Penalty: 4537.955078
	Iteration 15Q: 3 clusters Score -1871762 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1871854.625000 Penalty: 4537.955078
	Iteration 16Q: 3 clusters Score -1871855 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1871907.250000 Penalty: 4537.955078
	Iteration 17Q: 3 clusters Score -1871907 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1871963.500000 Penalty: 4537.955078
	Iteration 18Q: 3 clusters Score -1871964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1872000.625000 Penalty: 4537.955078
	Iteration 19Q: 3 clusters Score -1872001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1872025.125000 Penalty: 4537.955078
	Iteration 20F: 3 clusters Score -1872025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1872044.625000 Penalty: 4537.955078
	Iteration 21Q: 3 clusters Score -1872045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1872051.000000 Penalty: 4537.955078
	Iteration 22Q: 3 clusters Score -1872051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1872056.125000 Penalty: 4537.955078
	Iteration 23Q: 3 clusters Score -1872056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1872062.875000 Penalty: 4537.955078
	Iteration 24Q: 3 clusters Score -1872063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1872066.000000 Penalty: 4537.955078
	Iteration 25Q: 3 clusters Score -1872066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1872075.250000 Penalty: 4537.955078
	Iteration 26Q: 3 clusters Score -1872075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1872079.500000 Penalty: 4537.955078
	Iteration 27Q: 3 clusters Score -1872080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1872081.875000 Penalty: 4537.955078
	Iteration 28Q: 3 clusters Score -1872082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1872086.625000 Penalty: 4537.955078
	Iteration 29Q: 3 clusters Score -1872087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1872096.625000 Penalty: 4537.955078
	Iteration 30Q: 3 clusters Score -1872097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1872102.875000 Penalty: 4537.955078
	Iteration 31Q: 3 clusters Score -1872103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1872105.875000 Penalty: 4537.955078
	Iteration 32Q: 3 clusters Score -1872106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1872106.750000 Penalty: 4537.955078
	Iteration 33Q: 3 clusters Score -1872107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1872114.625000 Penalty: 4537.955078
	Iteration 34Q: 3 clusters Score -1872115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1872119.500000 Penalty: 4537.955078
	Iteration 35Q: 3 clusters Score -1872120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1872126.500000 Penalty: 4537.955078
	Iteration 36Q: 3 clusters Score -1872126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1872128.875000 Penalty: 4537.955078
	Iteration 37Q: 3 clusters Score -1872129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1872130.375000 Penalty: 4537.955078
	Iteration 38Q: 3 clusters Score -1872130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1872134.125000 Penalty: 4537.955078
	Iteration 39Q: 3 clusters Score -1872134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1872136.125000 Penalty: 4537.955078
	Iteration 40F: 3 clusters Score -1872136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1872135.625000 Penalty: 4537.955078
	Iteration 41Q: 3 clusters Score -1872136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1872135.625000 Penalty: 4537.955078
	Iteration 42Q: 3 clusters Score -1872136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1872140.375000 Penalty: 4537.955078
	Iteration 43Q: 3 clusters Score -1872140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1872140.125000 Penalty: 4537.955078
	Iteration 44Q: 3 clusters Score -1872140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1872140.000000 Penalty: 4537.955078
	Iteration 45Q: 3 clusters Score -1872140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1872142.875000 Penalty: 4537.955078
	Iteration 46Q: 3 clusters Score -1872143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1872144.375000 Penalty: 4537.955078
	Iteration 47Q: 3 clusters Score -1872144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1872144.375000 Penalty: 4537.955078
	Iteration 48F: 3 clusters Score -1872144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54713.515625 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54713.52 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54926.179688 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -54926.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55060.523438 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55060.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55124.062500 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -55124.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55180.902344 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55180.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55238.488281 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55238.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55278.542969 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55278.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55351.957031 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -55351.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55392.613281 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55392.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55433.515625 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55433.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55446.687500 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55446.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55460.128906 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -55460.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55478.203125 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -55478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55493.160156 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -55493.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55524.773438 Penalty: 2951.518799
	Iteration 14Q: 3 clusters Score -55524.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55557.964844 Penalty: 2951.518799
	Iteration 15Q: 3 clusters Score -55557.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55557.964844 Penalty: 2951.518799
	Iteration 16F: 3 clusters Score -55557.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 146 members 
Entering Unmasked Estep 
Score: -45345.101562 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45345.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45531.933594 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45531.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45598.003906 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -45598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45644.550781 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45644.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45680.035156 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45680.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45754.804688 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -45754.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45823.777344 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -45823.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45880.953125 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -45880.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45910.171875 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -45910.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45936.335938 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -45936.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45963.363281 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -45963.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45986.929688 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -45986.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45988.695312 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -45988.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45988.695312 Penalty: 2868.777344
	Iteration 13F: 3 clusters Score -45988.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -269602.031250 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -269602 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 744 members 
Entering Unmasked Estep 
Score: -267383.781250 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -267383.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -267813.906250 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -267813.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -268046.562500 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -268046.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -268266.906250 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -268266.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -268462.218750 Penalty: 3608.828857
	Iteration 4F: 3 clusters Score -268462.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268712.343750 Penalty: 3608.828857
	Iteration 5F: 3 clusters Score -268712.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -268832.875000 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -268832.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -268881.500000 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -268881.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -268912.218750 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -268912.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268931.906250 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -268931.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -268946.250000 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -268946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -268949.531250 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -268949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268952.250000 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -268952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -268952.437500 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -268952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268953.968750 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -268954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -268953.968750 Penalty: 3608.828857
	Iteration 15F: 3 clusters Score -268954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -519342.062500 Penalty: 1976.743652
	Iteration 0F: 2 clusters Score -519342.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -516207.250000 Penalty: 3953.487305
	Iteration 0F: 3 clusters Score -516207.2 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -516977.875000 Penalty: 3953.487305
	Iteration 1F: 3 clusters Score -516977.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -517188.000000 Penalty: 3953.487305
	Iteration 2F: 3 clusters Score -517188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -517342.000000 Penalty: 3953.487305
	Iteration 3F: 3 clusters Score -517342 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -517452.125000 Penalty: 3953.487305
	Iteration 4Q: 3 clusters Score -517452.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -517536.125000 Penalty: 3953.487305
	Iteration 5Q: 3 clusters Score -517536.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -517618.750000 Penalty: 3953.487305
	Iteration 6Q: 3 clusters Score -517618.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -517676.187500 Penalty: 3953.487305
	Iteration 7Q: 3 clusters Score -517676.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -517711.750000 Penalty: 3953.487305
	Iteration 8Q: 3 clusters Score -517711.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -517745.125000 Penalty: 3953.487305
	Iteration 9Q: 3 clusters Score -517745.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -517775.093750 Penalty: 3953.487305
	Iteration 10Q: 3 clusters Score -517775.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -517793.000000 Penalty: 3953.487305
	Iteration 11Q: 3 clusters Score -517793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -517806.531250 Penalty: 3953.487305
	Iteration 12Q: 3 clusters Score -517806.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -517821.531250 Penalty: 3953.487305
	Iteration 13Q: 3 clusters Score -517821.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -517837.000000 Penalty: 3953.487305
	Iteration 14Q: 3 clusters Score -517837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -517851.781250 Penalty: 3953.487305
	Iteration 15Q: 3 clusters Score -517851.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -517865.750000 Penalty: 3953.487305
	Iteration 16Q: 3 clusters Score -517865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -517872.750000 Penalty: 3953.487305
	Iteration 17Q: 3 clusters Score -517872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -517878.562500 Penalty: 3953.487305
	Iteration 18Q: 3 clusters Score -517878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -517881.750000 Penalty: 3953.487305
	Iteration 19Q: 3 clusters Score -517881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -517885.500000 Penalty: 3953.487305
	Iteration 20F: 3 clusters Score -517885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -517890.937500 Penalty: 3953.487305
	Iteration 21Q: 3 clusters Score -517890.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -517896.937500 Penalty: 3953.487305
	Iteration 22Q: 3 clusters Score -517896.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -517901.625000 Penalty: 3953.487305
	Iteration 23Q: 3 clusters Score -517901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -517903.218750 Penalty: 3953.487305
	Iteration 24Q: 3 clusters Score -517903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -517904.250000 Penalty: 3953.487305
	Iteration 25Q: 3 clusters Score -517904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -517907.218750 Penalty: 3953.487305
	Iteration 26Q: 3 clusters Score -517907.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -517910.750000 Penalty: 3953.487305
	Iteration 27Q: 3 clusters Score -517910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -517916.000000 Penalty: 3953.487305
	Iteration 28Q: 3 clusters Score -517916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -517922.312500 Penalty: 3953.487305
	Iteration 29Q: 3 clusters Score -517922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -517927.281250 Penalty: 3953.487305
	Iteration 30Q: 3 clusters Score -517927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -517931.500000 Penalty: 3953.487305
	Iteration 31Q: 3 clusters Score -517931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -517937.875000 Penalty: 3953.487305
	Iteration 32Q: 3 clusters Score -517937.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -517946.375000 Penalty: 3953.487305
	Iteration 33Q: 3 clusters Score -517946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -517951.968750 Penalty: 3953.487305
	Iteration 34Q: 3 clusters Score -517952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -517956.968750 Penalty: 3953.487305
	Iteration 35Q: 3 clusters Score -517957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -517961.281250 Penalty: 3953.487305
	Iteration 36Q: 3 clusters Score -517961.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -517965.375000 Penalty: 3953.487305
	Iteration 37Q: 3 clusters Score -517965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -517969.062500 Penalty: 3953.487305
	Iteration 38Q: 3 clusters Score -517969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -517970.875000 Penalty: 3953.487305
	Iteration 39Q: 3 clusters Score -517970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -517972.937500 Penalty: 3953.487305
	Iteration 40F: 3 clusters Score -517972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -517975.000000 Penalty: 3953.487305
	Iteration 41Q: 3 clusters Score -517975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -517977.468750 Penalty: 3953.487305
	Iteration 42Q: 3 clusters Score -517977.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -517979.875000 Penalty: 3953.487305
	Iteration 43Q: 3 clusters Score -517979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -517980.312500 Penalty: 3953.487305
	Iteration 44Q: 3 clusters Score -517980.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -517982.281250 Penalty: 3953.487305
	Iteration 45Q: 3 clusters Score -517982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -517982.937500 Penalty: 3953.487305
	Iteration 46Q: 3 clusters Score -517982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -517984.343750 Penalty: 3953.487305
	Iteration 47Q: 3 clusters Score -517984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -517984.062500 Penalty: 3953.487305
	Iteration 48Q: 3 clusters Score -517984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -517985.343750 Penalty: 3953.487305
	Iteration 49Q: 3 clusters Score -517985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -517985.343750 Penalty: 3953.487305
	Iteration 50F: 3 clusters Score -517985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -76334.054688 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -76334.05 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 244 members 
Entering Unmasked Estep 
Score: -74899.656250 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -74899.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -75092.945312 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -75092.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -75186.054688 Penalty: 3071.411621
	Iteration 2Q: 3 clusters Score -75186.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -75243.359375 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -75243.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -75319.367188 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -75319.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -75356.296875 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -75356.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75390.117188 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -75390.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75403.773438 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -75403.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75411.257812 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -75411.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75416.429688 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -75416.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75416.429688 Penalty: 3071.411621
	Iteration 10F: 3 clusters Score -75416.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 200 members 
Entering Unmasked Estep 
Score: -47864.316406 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47864.32 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48217.691406 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48217.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48390.890625 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48390.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48556.500000 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -48556.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48672.953125 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48672.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48767.421875 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48767.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48800.464844 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48800.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48822.277344 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -48822.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48833.828125 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -48833.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48839.785156 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -48839.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48839.785156 Penalty: 2975.472656
	Iteration 10F: 3 clusters Score -48839.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -132163.875000 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132163.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -132432.796875 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132432.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -132563.468750 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132563.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -132727.218750 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -132727.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -132995.140625 Penalty: 3314.947021
	Iteration 4F: 3 clusters Score -132995.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -133261.218750 Penalty: 3314.947021
	Iteration 5F: 3 clusters Score -133261.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -133435.328125 Penalty: 3314.947021
	Iteration 6F: 3 clusters Score -133435.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -133505.718750 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -133505.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -133538.390625 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -133538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -133558.500000 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -133558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -133594.718750 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -133594.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -133637.890625 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -133637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -133669.234375 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -133669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -133677.937500 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -133677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -133683.203125 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -133683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -133685.406250 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -133685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -133685.406250 Penalty: 3314.947021
	Iteration 16F: 3 clusters Score -133685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Entering Unmasked Estep 
Score: -2624409.750000 Penalty: 2340.711182
	Iteration 0F: 2 clusters Score -2624410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2615164.250000 Penalty: 4681.422363
	Iteration 0F: 3 clusters Score -2615164 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2617948.750000 Penalty: 4681.422363
	Iteration 1F: 3 clusters Score -2617949 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2618244.500000 Penalty: 4681.422363
	Iteration 2F: 3 clusters Score -2618244 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2618447.500000 Penalty: 4681.422363
	Iteration 3Q: 3 clusters Score -2618448 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2618583.000000 Penalty: 4681.422363
	Iteration 4Q: 3 clusters Score -2618583 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2618719.500000 Penalty: 4681.422363
	Iteration 5Q: 3 clusters Score -2618720 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2618849.750000 Penalty: 4681.422363
	Iteration 6Q: 3 clusters Score -2618850 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2619006.750000 Penalty: 4681.422363
	Iteration 7Q: 3 clusters Score -2619007 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2619175.250000 Penalty: 4681.422363
	Iteration 8Q: 3 clusters Score -2619175 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2619388.750000 Penalty: 4681.422363
	Iteration 9Q: 3 clusters Score -2619389 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2619613.250000 Penalty: 4681.422363
	Iteration 10Q: 3 clusters Score -2619613 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2619900.500000 Penalty: 4681.422363
	Iteration 11Q: 3 clusters Score -2619900 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2620261.750000 Penalty: 4681.422363
	Iteration 12Q: 3 clusters Score -2620262 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2620660.750000 Penalty: 4681.422363
	Iteration 13Q: 3 clusters Score -2620661 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2621109.000000 Penalty: 4681.422363
	Iteration 14Q: 3 clusters Score -2621109 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2621533.500000 Penalty: 4681.422363
	Iteration 15Q: 3 clusters Score -2621534 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2621821.000000 Penalty: 4681.422363
	Iteration 16Q: 3 clusters Score -2621821 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2622041.250000 Penalty: 4681.422363
	Iteration 17Q: 3 clusters Score -2622041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2622162.000000 Penalty: 4681.422363
	Iteration 18Q: 3 clusters Score -2622162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2622238.000000 Penalty: 4681.422363
	Iteration 19Q: 3 clusters Score -2622238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2622301.000000 Penalty: 4681.422363
	Iteration 20F: 3 clusters Score -2622301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2622343.000000 Penalty: 4681.422363
	Iteration 21Q: 3 clusters Score -2622343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2622370.250000 Penalty: 4681.422363
	Iteration 22Q: 3 clusters Score -2622370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2622378.500000 Penalty: 4681.422363
	Iteration 23Q: 3 clusters Score -2622378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2622389.500000 Penalty: 4681.422363
	Iteration 24Q: 3 clusters Score -2622390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2622393.750000 Penalty: 4681.422363
	Iteration 25Q: 3 clusters Score -2622394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2622398.750000 Penalty: 4681.422363
	Iteration 26Q: 3 clusters Score -2622399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2622397.500000 Penalty: 4681.422363
	Iteration 27Q: 3 clusters Score -2622398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2622397.250000 Penalty: 4681.422363
	Iteration 28Q: 3 clusters Score -2622397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2622397.750000 Penalty: 4681.422363
	Iteration 29Q: 3 clusters Score -2622398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2622401.000000 Penalty: 4681.422363
	Iteration 30Q: 3 clusters Score -2622401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2622401.000000 Penalty: 4681.422363
	Iteration 31F: 3 clusters Score -2622401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (28582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Entering Unmasked Estep 
Score: -5556608.000000 Penalty: 2544.612061
	Iteration 0F: 2 clusters Score -5556608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5537589.500000 Penalty: 5089.224121
	Iteration 0F: 3 clusters Score -5537590 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5544386.000000 Penalty: 5089.224121
	Iteration 1F: 3 clusters Score -5544386 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5544859.500000 Penalty: 5089.224121
	Iteration 2Q: 3 clusters Score -5544860 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5545275.000000 Penalty: 5089.224121
	Iteration 3Q: 3 clusters Score -5545275 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -5545763.500000 Penalty: 5089.224121
	Iteration 4Q: 3 clusters Score -5545764 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -5546445.500000 Penalty: 5089.224121
	Iteration 5Q: 3 clusters Score -5546446 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5547438.000000 Penalty: 5089.224121
	Iteration 6F: 3 clusters Score -5547438 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5548923.500000 Penalty: 5089.224121
	Iteration 7F: 3 clusters Score -5548924 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -5550720.000000 Penalty: 5089.224121
	Iteration 8F: 3 clusters Score -5550720 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -5552321.000000 Penalty: 5089.224121
	Iteration 9F: 3 clusters Score -5552321 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5553403.500000 Penalty: 5089.224121
	Iteration 10Q: 3 clusters Score -5553404 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5553858.500000 Penalty: 5089.224121
	Iteration 11Q: 3 clusters Score -5553858 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5554058.500000 Penalty: 5089.224121
	Iteration 12Q: 3 clusters Score -5554058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -5554177.500000 Penalty: 5089.224121
	Iteration 13Q: 3 clusters Score -5554178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -5554240.500000 Penalty: 5089.224121
	Iteration 14Q: 3 clusters Score -5554240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -5554264.000000 Penalty: 5089.224121
	Iteration 15Q: 3 clusters Score -5554264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -5554294.500000 Penalty: 5089.224121
	Iteration 16Q: 3 clusters Score -5554294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -5554300.000000 Penalty: 5089.224121
	Iteration 17Q: 3 clusters Score -5554300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5554319.000000 Penalty: 5089.224121
	Iteration 18Q: 3 clusters Score -5554319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -5554328.000000 Penalty: 5089.224121
	Iteration 19Q: 3 clusters Score -5554328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -5554326.500000 Penalty: 5089.224121
	Iteration 20F: 3 clusters Score -5554326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -1441037.625000 Penalty: 2211.493164
	Iteration 0F: 2 clusters Score -1441038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1434950.625000 Penalty: 4422.986328
	Iteration 0F: 3 clusters Score -1434951 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1436549.875000 Penalty: 4422.986328
	Iteration 1F: 3 clusters Score -1436550 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1436792.750000 Penalty: 4422.986328
	Iteration 2F: 3 clusters Score -1436793 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1436957.250000 Penalty: 4422.986328
	Iteration 3F: 3 clusters Score -1436957 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1437054.125000 Penalty: 4422.986328
	Iteration 4Q: 3 clusters Score -1437054 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1437130.500000 Penalty: 4422.986328
	Iteration 5Q: 3 clusters Score -1437130 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1437209.375000 Penalty: 4422.986328
	Iteration 6Q: 3 clusters Score -1437209 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1437274.875000 Penalty: 4422.986328
	Iteration 7Q: 3 clusters Score -1437275 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1437353.875000 Penalty: 4422.986328
	Iteration 8Q: 3 clusters Score -1437354 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1437434.375000 Penalty: 4422.986328
	Iteration 9Q: 3 clusters Score -1437434 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1437554.125000 Penalty: 4422.986328
	Iteration 10Q: 3 clusters Score -1437554 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1437690.000000 Penalty: 4422.986328
	Iteration 11Q: 3 clusters Score -1437690 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1437857.875000 Penalty: 4422.986328
	Iteration 12Q: 3 clusters Score -1437858 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1438037.750000 Penalty: 4422.986328
	Iteration 13Q: 3 clusters Score -1438038 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1438174.875000 Penalty: 4422.986328
	Iteration 14Q: 3 clusters Score -1438175 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1438347.375000 Penalty: 4422.986328
	Iteration 15Q: 3 clusters Score -1438347 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1438550.375000 Penalty: 4422.986328
	Iteration 16Q: 3 clusters Score -1438550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1438726.125000 Penalty: 4422.986328
	Iteration 17Q: 3 clusters Score -1438726 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1438878.625000 Penalty: 4422.986328
	Iteration 18Q: 3 clusters Score -1438879 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1439029.500000 Penalty: 4422.986328
	Iteration 19Q: 3 clusters Score -1439030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1439173.500000 Penalty: 4422.986328
	Iteration 20F: 3 clusters Score -1439174 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1439264.375000 Penalty: 4422.986328
	Iteration 21Q: 3 clusters Score -1439264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1439326.250000 Penalty: 4422.986328
	Iteration 22Q: 3 clusters Score -1439326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1439382.375000 Penalty: 4422.986328
	Iteration 23Q: 3 clusters Score -1439382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1439418.625000 Penalty: 4422.986328
	Iteration 24Q: 3 clusters Score -1439419 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1439449.875000 Penalty: 4422.986328
	Iteration 25Q: 3 clusters Score -1439450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1439473.750000 Penalty: 4422.986328
	Iteration 26Q: 3 clusters Score -1439474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1439490.000000 Penalty: 4422.986328
	Iteration 27Q: 3 clusters Score -1439490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1439507.750000 Penalty: 4422.986328
	Iteration 28Q: 3 clusters Score -1439508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1439522.375000 Penalty: 4422.986328
	Iteration 29Q: 3 clusters Score -1439522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1439531.125000 Penalty: 4422.986328
	Iteration 30Q: 3 clusters Score -1439531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1439544.625000 Penalty: 4422.986328
	Iteration 31Q: 3 clusters Score -1439545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1439552.125000 Penalty: 4422.986328
	Iteration 32Q: 3 clusters Score -1439552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1439556.250000 Penalty: 4422.986328
	Iteration 33Q: 3 clusters Score -1439556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1439562.125000 Penalty: 4422.986328
	Iteration 34Q: 3 clusters Score -1439562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1439564.000000 Penalty: 4422.986328
	Iteration 35Q: 3 clusters Score -1439564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1439567.125000 Penalty: 4422.986328
	Iteration 36Q: 3 clusters Score -1439567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1439569.750000 Penalty: 4422.986328
	Iteration 37Q: 3 clusters Score -1439570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1439571.125000 Penalty: 4422.986328
	Iteration 38Q: 3 clusters Score -1439571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1439571.125000 Penalty: 4422.986328
	Iteration 39Q: 3 clusters Score -1439571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1439573.750000 Penalty: 4422.986328
	Iteration 40F: 3 clusters Score -1439574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1439575.625000 Penalty: 4422.986328
	Iteration 41Q: 3 clusters Score -1439576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1439578.625000 Penalty: 4422.986328
	Iteration 42Q: 3 clusters Score -1439579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1439583.000000 Penalty: 4422.986328
	Iteration 43Q: 3 clusters Score -1439583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1439588.625000 Penalty: 4422.986328
	Iteration 44Q: 3 clusters Score -1439589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1439591.250000 Penalty: 4422.986328
	Iteration 45Q: 3 clusters Score -1439591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1439595.500000 Penalty: 4422.986328
	Iteration 46Q: 3 clusters Score -1439596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1439600.125000 Penalty: 4422.986328
	Iteration 47Q: 3 clusters Score -1439600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1439603.875000 Penalty: 4422.986328
	Iteration 48Q: 3 clusters Score -1439604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1439608.250000 Penalty: 4422.986328
	Iteration 49Q: 3 clusters Score -1439608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1439614.875000 Penalty: 4422.986328
	Iteration 50Q: 3 clusters Score -1439615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1439619.750000 Penalty: 4422.986328
	Iteration 51Q: 3 clusters Score -1439620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1439619.625000 Penalty: 4422.986328
	Iteration 52Q: 3 clusters Score -1439620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1439621.000000 Penalty: 4422.986328
	Iteration 53Q: 3 clusters Score -1439621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1439623.000000 Penalty: 4422.986328
	Iteration 54Q: 3 clusters Score -1439623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1439622.000000 Penalty: 4422.986328
	Iteration 55Q: 3 clusters Score -1439622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1439621.875000 Penalty: 4422.986328
	Iteration 56Q: 3 clusters Score -1439622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1439625.250000 Penalty: 4422.986328
	Iteration 57Q: 3 clusters Score -1439625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1439625.250000 Penalty: 4422.986328
	Iteration 58F: 3 clusters Score -1439625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (59012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Entering Unmasked Estep 
Score: -11011208.000000 Penalty: 2724.403076
	Iteration 0F: 2 clusters Score -1.101121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -10972560.000000 Penalty: 5448.806152
	Iteration 0F: 3 clusters Score -1.097256e+07 nChanged 27329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -10987701.000000 Penalty: 5448.806152
	Iteration 1F: 3 clusters Score -1.09877e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -10988375.000000 Penalty: 5448.806152
	Iteration 2Q: 3 clusters Score -1.098838e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -10988952.000000 Penalty: 5448.806152
	Iteration 3Q: 3 clusters Score -1.098895e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -10989424.000000 Penalty: 5448.806152
	Iteration 4Q: 3 clusters Score -1.098942e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -10990046.000000 Penalty: 5448.806152
	Iteration 5Q: 3 clusters Score -1.099005e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -10990584.000000 Penalty: 5448.806152
	Iteration 6Q: 3 clusters Score -1.099058e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -10991274.000000 Penalty: 5448.806152
	Iteration 7Q: 3 clusters Score -1.099127e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -10992150.000000 Penalty: 5448.806152
	Iteration 8Q: 3 clusters Score -1.099215e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -10993367.000000 Penalty: 5448.806152
	Iteration 9Q: 3 clusters Score -1.099337e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -10994886.000000 Penalty: 5448.806152
	Iteration 10Q: 3 clusters Score -1.099489e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -10996949.000000 Penalty: 5448.806152
	Iteration 11F: 3 clusters Score -1.099695e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -10999346.000000 Penalty: 5448.806152
	Iteration 12F: 3 clusters Score -1.099935e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -11001753.000000 Penalty: 5448.806152
	Iteration 13F: 3 clusters Score -1.100175e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -11003892.000000 Penalty: 5448.806152
	Iteration 14F: 3 clusters Score -1.100389e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -11005658.000000 Penalty: 5448.806152
	Iteration 15Q: 3 clusters Score -1.100566e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -11006892.000000 Penalty: 5448.806152
	Iteration 16Q: 3 clusters Score -1.100689e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -11007736.000000 Penalty: 5448.806152
	Iteration 17Q: 3 clusters Score -1.100774e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -11008232.000000 Penalty: 5448.806152
	Iteration 18Q: 3 clusters Score -1.100823e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -11008529.000000 Penalty: 5448.806152
	Iteration 19Q: 3 clusters Score -1.100853e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -11008669.000000 Penalty: 5448.806152
	Iteration 20F: 3 clusters Score -1.100867e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -11008809.000000 Penalty: 5448.806152
	Iteration 21Q: 3 clusters Score -1.100881e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -11008888.000000 Penalty: 5448.806152
	Iteration 22Q: 3 clusters Score -1.100889e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -11008932.000000 Penalty: 5448.806152
	Iteration 23Q: 3 clusters Score -1.100893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 58431 members 
Entering Unmasked Estep 
Score: -11008968.000000 Penalty: 5448.806152
	Iteration 24Q: 3 clusters Score -1.100897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -11008992.000000 Penalty: 5448.806152
	Iteration 25Q: 3 clusters Score -1.100899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -11009003.000000 Penalty: 5448.806152
	Iteration 26Q: 3 clusters Score -1.1009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -11009016.000000 Penalty: 5448.806152
	Iteration 27Q: 3 clusters Score -1.100902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -11009026.000000 Penalty: 5448.806152
	Iteration 28Q: 3 clusters Score -1.100903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -11009037.000000 Penalty: 5448.806152
	Iteration 29Q: 3 clusters Score -1.100904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -11009038.000000 Penalty: 5448.806152
	Iteration 30Q: 3 clusters Score -1.100904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -11009060.000000 Penalty: 5448.806152
	Iteration 31Q: 3 clusters Score -1.100906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -11009066.000000 Penalty: 5448.806152
	Iteration 32Q: 3 clusters Score -1.100907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -11009070.000000 Penalty: 5448.806152
	Iteration 33Q: 3 clusters Score -1.100907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -11009089.000000 Penalty: 5448.806152
	Iteration 34Q: 3 clusters Score -1.100909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -11009088.000000 Penalty: 5448.806152
	Iteration 35Q: 3 clusters Score -1.100909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -11009087.000000 Penalty: 5448.806152
	Iteration 36Q: 3 clusters Score -1.100909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -11009079.000000 Penalty: 5448.806152
	Iteration 37Q: 3 clusters Score -1.100908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -11009090.000000 Penalty: 5448.806152
	Iteration 38Q: 3 clusters Score -1.100909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -11009097.000000 Penalty: 5448.806152
	Iteration 39Q: 3 clusters Score -1.10091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -11009095.000000 Penalty: 5448.806152
	Iteration 40F: 3 clusters Score -1.10091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -11009090.000000 Penalty: 5448.806152
	Iteration 41Q: 3 clusters Score -1.100909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -11009088.000000 Penalty: 5448.806152
	Iteration 42Q: 3 clusters Score -1.100909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -11009096.000000 Penalty: 5448.806152
	Iteration 43Q: 3 clusters Score -1.10091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -11009088.000000 Penalty: 5448.806152
	Iteration 44Q: 3 clusters Score -1.100909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -11009100.000000 Penalty: 5448.806152
	Iteration 45Q: 3 clusters Score -1.10091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -11009108.000000 Penalty: 5448.806152
	Iteration 46Q: 3 clusters Score -1.100911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -11009101.000000 Penalty: 5448.806152
	Iteration 47Q: 3 clusters Score -1.10091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -11009101.000000 Penalty: 5448.806152
	Iteration 48F: 3 clusters Score -1.10091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26739.544922 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26739.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26901.634766 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26901.63 nChanged 24
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: -27021.787109 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -27021.79 nChanged 18
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: -27164.916016 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -27164.92 nChanged 7
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: -27241.876953 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27241.88 nChanged 5
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: -27277.175781 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27277.18 nChanged 3
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: -27331.228516 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27331.23 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: -27371.673828 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -27371.67 nChanged 2
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: -27380.468750 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -27380.47 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: -27384.871094 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -27384.87 nChanged 0
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: -27384.871094 Penalty: 2832.371582
	Iteration 10F: 3 clusters Score -27384.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Entering Unmasked Estep 
Score: -2988340.000000 Penalty: 2382.877930
	Iteration 0F: 2 clusters Score -2988340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2977764.750000 Penalty: 4765.755859
	Iteration 0F: 3 clusters Score -2977765 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2981152.250000 Penalty: 4765.755859
	Iteration 1F: 3 clusters Score -2981152 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2981518.250000 Penalty: 4765.755859
	Iteration 2F: 3 clusters Score -2981518 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2981789.750000 Penalty: 4765.755859
	Iteration 3Q: 3 clusters Score -2981790 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2982004.500000 Penalty: 4765.755859
	Iteration 4Q: 3 clusters Score -2982004 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2982175.750000 Penalty: 4765.755859
	Iteration 5Q: 3 clusters Score -2982176 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2982349.000000 Penalty: 4765.755859
	Iteration 6Q: 3 clusters Score -2982349 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2982571.000000 Penalty: 4765.755859
	Iteration 7Q: 3 clusters Score -2982571 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2982818.500000 Penalty: 4765.755859
	Iteration 8Q: 3 clusters Score -2982818 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2983121.000000 Penalty: 4765.755859
	Iteration 9Q: 3 clusters Score -2983121 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2983486.250000 Penalty: 4765.755859
	Iteration 10Q: 3 clusters Score -2983486 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2983958.000000 Penalty: 4765.755859
	Iteration 11Q: 3 clusters Score -2983958 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2984439.000000 Penalty: 4765.755859
	Iteration 12Q: 3 clusters Score -2984439 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2984862.250000 Penalty: 4765.755859
	Iteration 13Q: 3 clusters Score -2984862 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2985181.250000 Penalty: 4765.755859
	Iteration 14Q: 3 clusters Score -2985181 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2985418.000000 Penalty: 4765.755859
	Iteration 15Q: 3 clusters Score -2985418 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2985599.250000 Penalty: 4765.755859
	Iteration 16Q: 3 clusters Score -2985599 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2985739.250000 Penalty: 4765.755859
	Iteration 17Q: 3 clusters Score -2985739 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2985844.500000 Penalty: 4765.755859
	Iteration 18Q: 3 clusters Score -2985844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2985919.500000 Penalty: 4765.755859
	Iteration 19Q: 3 clusters Score -2985920 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2985981.000000 Penalty: 4765.755859
	Iteration 20F: 3 clusters Score -2985981 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2986023.250000 Penalty: 4765.755859
	Iteration 21Q: 3 clusters Score -2986023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2986076.500000 Penalty: 4765.755859
	Iteration 22Q: 3 clusters Score -2986076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2986107.500000 Penalty: 4765.755859
	Iteration 23Q: 3 clusters Score -2986108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2986136.000000 Penalty: 4765.755859
	Iteration 24Q: 3 clusters Score -2986136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2986147.000000 Penalty: 4765.755859
	Iteration 25Q: 3 clusters Score -2986147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2986156.750000 Penalty: 4765.755859
	Iteration 26Q: 3 clusters Score -2986157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2986165.000000 Penalty: 4765.755859
	Iteration 27Q: 3 clusters Score -2986165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2986173.000000 Penalty: 4765.755859
	Iteration 28Q: 3 clusters Score -2986173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2986178.250000 Penalty: 4765.755859
	Iteration 29Q: 3 clusters Score -2986178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2986184.750000 Penalty: 4765.755859
	Iteration 30Q: 3 clusters Score -2986185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2986189.750000 Penalty: 4765.755859
	Iteration 31Q: 3 clusters Score -2986190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2986201.250000 Penalty: 4765.755859
	Iteration 32Q: 3 clusters Score -2986201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2986206.500000 Penalty: 4765.755859
	Iteration 33Q: 3 clusters Score -2986206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2986225.000000 Penalty: 4765.755859
	Iteration 34Q: 3 clusters Score -2986225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2986234.250000 Penalty: 4765.755859
	Iteration 35Q: 3 clusters Score -2986234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2986250.000000 Penalty: 4765.755859
	Iteration 36Q: 3 clusters Score -2986250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2986257.000000 Penalty: 4765.755859
	Iteration 37Q: 3 clusters Score -2986257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2986261.750000 Penalty: 4765.755859
	Iteration 38Q: 3 clusters Score -2986262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2986263.500000 Penalty: 4765.755859
	Iteration 39Q: 3 clusters Score -2986264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2986276.250000 Penalty: 4765.755859
	Iteration 40F: 3 clusters Score -2986276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2986273.250000 Penalty: 4765.755859
	Iteration 41Q: 3 clusters Score -2986273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2986276.750000 Penalty: 4765.755859
	Iteration 42Q: 3 clusters Score -2986277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2986280.250000 Penalty: 4765.755859
	Iteration 43Q: 3 clusters Score -2986280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2986284.000000 Penalty: 4765.755859
	Iteration 44Q: 3 clusters Score -2986284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2986279.000000 Penalty: 4765.755859
	Iteration 45Q: 3 clusters Score -2986279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2986281.000000 Penalty: 4765.755859
	Iteration 46Q: 3 clusters Score -2986281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2986281.000000 Penalty: 4765.755859
	Iteration 47F: 3 clusters Score -2986281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -497416.437500 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -497416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -494367.625000 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -494367.6 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -495007.531250 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -495007.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -495153.531250 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -495153.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -495236.281250 Penalty: 3907.376953
	Iteration 3Q: 3 clusters Score -495236.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -495290.718750 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -495290.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -495325.593750 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -495325.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -495348.281250 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -495348.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -495364.593750 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -495364.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -495377.156250 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -495377.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -495384.781250 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -495384.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -495389.593750 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -495389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -495393.000000 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -495393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -495396.250000 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -495396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -495400.875000 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -495400.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -495404.093750 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -495404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -495405.718750 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -495405.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -495408.218750 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -495408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -495410.062500 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -495410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -495412.468750 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -495412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -495412.187500 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -495412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -495413.125000 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -495413.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (41387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Entering Unmasked Estep 
Score: -8108562.500000 Penalty: 2636.418945
	Iteration 0F: 2 clusters Score -8108562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -8080579.500000 Penalty: 5272.837891
	Iteration 0F: 3 clusters Score -8080580 nChanged 18979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -8091029.000000 Penalty: 5272.837891
	Iteration 1F: 3 clusters Score -8091029 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -8091423.000000 Penalty: 5272.837891
	Iteration 2Q: 3 clusters Score -8091423 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -8091762.500000 Penalty: 5272.837891
	Iteration 3Q: 3 clusters Score -8091762 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -8092056.500000 Penalty: 5272.837891
	Iteration 4Q: 3 clusters Score -8092056 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -8092328.500000 Penalty: 5272.837891
	Iteration 5Q: 3 clusters Score -8092328 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -8092583.000000 Penalty: 5272.837891
	Iteration 6Q: 3 clusters Score -8092583 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -8092813.500000 Penalty: 5272.837891
	Iteration 7Q: 3 clusters Score -8092814 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -8092982.000000 Penalty: 5272.837891
	Iteration 8Q: 3 clusters Score -8092982 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -8093134.500000 Penalty: 5272.837891
	Iteration 9Q: 3 clusters Score -8093134 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -8093348.500000 Penalty: 5272.837891
	Iteration 10Q: 3 clusters Score -8093348 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -8093681.000000 Penalty: 5272.837891
	Iteration 11Q: 3 clusters Score -8093681 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -8093971.500000 Penalty: 5272.837891
	Iteration 12Q: 3 clusters Score -8093972 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -8094422.000000 Penalty: 5272.837891
	Iteration 13Q: 3 clusters Score -8094422 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -8095066.000000 Penalty: 5272.837891
	Iteration 14Q: 3 clusters Score -8095066 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -8095955.500000 Penalty: 5272.837891
	Iteration 15Q: 3 clusters Score -8095956 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -8097066.000000 Penalty: 5272.837891
	Iteration 16Q: 3 clusters Score -8097066 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -8098392.500000 Penalty: 5272.837891
	Iteration 17F: 3 clusters Score -8098392 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -8099544.500000 Penalty: 5272.837891
	Iteration 18Q: 3 clusters Score -8099544 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -8100420.000000 Penalty: 5272.837891
	Iteration 19Q: 3 clusters Score -8100420 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -8101031.000000 Penalty: 5272.837891
	Iteration 20F: 3 clusters Score -8101031 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -8101479.500000 Penalty: 5272.837891
	Iteration 21Q: 3 clusters Score -8101480 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -8101887.500000 Penalty: 5272.837891
	Iteration 22Q: 3 clusters Score -8101888 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -8102218.000000 Penalty: 5272.837891
	Iteration 23Q: 3 clusters Score -8102218 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -8102608.000000 Penalty: 5272.837891
	Iteration 24Q: 3 clusters Score -8102608 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -8103058.000000 Penalty: 5272.837891
	Iteration 25Q: 3 clusters Score -8103058 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -8103546.000000 Penalty: 5272.837891
	Iteration 26Q: 3 clusters Score -8103546 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -8104095.500000 Penalty: 5272.837891
	Iteration 27Q: 3 clusters Score -8104096 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8104680.500000 Penalty: 5272.837891
	Iteration 28Q: 3 clusters Score -8104680 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8105246.000000 Penalty: 5272.837891
	Iteration 29Q: 3 clusters Score -8105246 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -8105706.500000 Penalty: 5272.837891
	Iteration 30Q: 3 clusters Score -8105706 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -8106088.500000 Penalty: 5272.837891
	Iteration 31Q: 3 clusters Score -8106088 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -8106322.500000 Penalty: 5272.837891
	Iteration 32Q: 3 clusters Score -8106322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8106508.000000 Penalty: 5272.837891
	Iteration 33Q: 3 clusters Score -8106508 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8106689.500000 Penalty: 5272.837891
	Iteration 34Q: 3 clusters Score -8106690 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8106822.500000 Penalty: 5272.837891
	Iteration 35Q: 3 clusters Score -8106822 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8106904.000000 Penalty: 5272.837891
	Iteration 36Q: 3 clusters Score -8106904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8106961.000000 Penalty: 5272.837891
	Iteration 37Q: 3 clusters Score -8106961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8106980.500000 Penalty: 5272.837891
	Iteration 38Q: 3 clusters Score -8106980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8107007.500000 Penalty: 5272.837891
	Iteration 39Q: 3 clusters Score -8107008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8107010.000000 Penalty: 5272.837891
	Iteration 40F: 3 clusters Score -8107010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8107015.500000 Penalty: 5272.837891
	Iteration 41Q: 3 clusters Score -8107016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8107019.500000 Penalty: 5272.837891
	Iteration 42Q: 3 clusters Score -8107020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8107035.500000 Penalty: 5272.837891
	Iteration 43Q: 3 clusters Score -8107036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8107037.000000 Penalty: 5272.837891
	Iteration 44Q: 3 clusters Score -8107037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8107032.000000 Penalty: 5272.837891
	Iteration 45Q: 3 clusters Score -8107032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8107042.500000 Penalty: 5272.837891
	Iteration 46Q: 3 clusters Score -8107042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8107042.000000 Penalty: 5272.837891
	Iteration 47Q: 3 clusters Score -8107042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8107052.000000 Penalty: 5272.837891
	Iteration 48Q: 3 clusters Score -8107052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8107045.500000 Penalty: 5272.837891
	Iteration 49Q: 3 clusters Score -8107046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8107050.000000 Penalty: 5272.837891
	Iteration 50Q: 3 clusters Score -8107050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8107056.500000 Penalty: 5272.837891
	Iteration 51Q: 3 clusters Score -8107056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8107060.500000 Penalty: 5272.837891
	Iteration 52Q: 3 clusters Score -8107060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8107068.000000 Penalty: 5272.837891
	Iteration 53Q: 3 clusters Score -8107068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8107065.500000 Penalty: 5272.837891
	Iteration 54Q: 3 clusters Score -8107066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8107062.000000 Penalty: 5272.837891
	Iteration 55Q: 3 clusters Score -8107062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8107067.500000 Penalty: 5272.837891
	Iteration 56Q: 3 clusters Score -8107068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8107065.000000 Penalty: 5272.837891
	Iteration 57Q: 3 clusters Score -8107065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8107060.000000 Penalty: 5272.837891
	Iteration 58Q: 3 clusters Score -8107060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8107066.500000 Penalty: 5272.837891
	Iteration 59Q: 3 clusters Score -8107066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8107062.000000 Penalty: 5272.837891
	Iteration 60F: 3 clusters Score -8107062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97705.000000 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97705 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97884.882812 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97884.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97938.835938 Penalty: 3152.629395
	Iteration 2Q: 3 clusters Score -97938.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97957.734375 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -97957.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97972.859375 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -97972.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97983.101562 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -97983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97984.351562 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -97984.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97984.937500 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -97984.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97984.937500 Penalty: 3152.629395
	Iteration 8F: 3 clusters Score -97984.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -430717.531250 Penalty: 1934.440430
	Iteration 0F: 2 clusters Score -430717.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -427866.281250 Penalty: 3868.880859
	Iteration 0F: 3 clusters Score -427866.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -428599.031250 Penalty: 3868.880859
	Iteration 1F: 3 clusters Score -428599 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -428944.062500 Penalty: 3868.880859
	Iteration 2F: 3 clusters Score -428944.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -429319.125000 Penalty: 3868.880859
	Iteration 3F: 3 clusters Score -429319.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -429680.531250 Penalty: 3868.880859
	Iteration 4F: 3 clusters Score -429680.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -429961.437500 Penalty: 3868.880859
	Iteration 5F: 3 clusters Score -429961.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -430118.562500 Penalty: 3868.880859
	Iteration 6Q: 3 clusters Score -430118.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -430220.625000 Penalty: 3868.880859
	Iteration 7Q: 3 clusters Score -430220.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -430262.562500 Penalty: 3868.880859
	Iteration 8Q: 3 clusters Score -430262.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -430288.968750 Penalty: 3868.880859
	Iteration 9Q: 3 clusters Score -430289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -430307.531250 Penalty: 3868.880859
	Iteration 10Q: 3 clusters Score -430307.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -430319.312500 Penalty: 3868.880859
	Iteration 11Q: 3 clusters Score -430319.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -430329.812500 Penalty: 3868.880859
	Iteration 12Q: 3 clusters Score -430329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -430334.468750 Penalty: 3868.880859
	Iteration 13Q: 3 clusters Score -430334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -430338.062500 Penalty: 3868.880859
	Iteration 14Q: 3 clusters Score -430338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -430339.250000 Penalty: 3868.880859
	Iteration 15Q: 3 clusters Score -430339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -430341.437500 Penalty: 3868.880859
	Iteration 16Q: 3 clusters Score -430341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -430341.187500 Penalty: 3868.880859
	Iteration 17Q: 3 clusters Score -430341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -430341.187500 Penalty: 3868.880859
	Iteration 18F: 3 clusters Score -430341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Entering Unmasked Estep 
Score: -4190953.500000 Penalty: 2454.597168
	Iteration 0F: 2 clusters Score -4190954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4178955.250000 Penalty: 4909.194336
	Iteration 0F: 3 clusters Score -4178955 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4183704.750000 Penalty: 4909.194336
	Iteration 1F: 3 clusters Score -4183705 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4184145.750000 Penalty: 4909.194336
	Iteration 2F: 3 clusters Score -4184146 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4184585.500000 Penalty: 4909.194336
	Iteration 3F: 3 clusters Score -4184586 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4185017.750000 Penalty: 4909.194336
	Iteration 4F: 3 clusters Score -4185018 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4185477.000000 Penalty: 4909.194336
	Iteration 5F: 3 clusters Score -4185477 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4185896.000000 Penalty: 4909.194336
	Iteration 6F: 3 clusters Score -4185896 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4186418.500000 Penalty: 4909.194336
	Iteration 7F: 3 clusters Score -4186418 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4186917.750000 Penalty: 4909.194336
	Iteration 8F: 3 clusters Score -4186918 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4187438.500000 Penalty: 4909.194336
	Iteration 9Q: 3 clusters Score -4187438 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4187839.500000 Penalty: 4909.194336
	Iteration 10Q: 3 clusters Score -4187840 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4188182.500000 Penalty: 4909.194336
	Iteration 11Q: 3 clusters Score -4188182 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4188387.000000 Penalty: 4909.194336
	Iteration 12Q: 3 clusters Score -4188387 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4188531.250000 Penalty: 4909.194336
	Iteration 13Q: 3 clusters Score -4188531 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4188602.500000 Penalty: 4909.194336
	Iteration 14Q: 3 clusters Score -4188602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4188666.250000 Penalty: 4909.194336
	Iteration 15Q: 3 clusters Score -4188666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4188697.750000 Penalty: 4909.194336
	Iteration 16Q: 3 clusters Score -4188698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4188726.750000 Penalty: 4909.194336
	Iteration 17Q: 3 clusters Score -4188727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4188747.500000 Penalty: 4909.194336
	Iteration 18Q: 3 clusters Score -4188748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4188755.250000 Penalty: 4909.194336
	Iteration 19Q: 3 clusters Score -4188755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4188761.250000 Penalty: 4909.194336
	Iteration 20F: 3 clusters Score -4188761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4188773.750000 Penalty: 4909.194336
	Iteration 21Q: 3 clusters Score -4188774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4188777.000000 Penalty: 4909.194336
	Iteration 22Q: 3 clusters Score -4188777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4188783.500000 Penalty: 4909.194336
	Iteration 23Q: 3 clusters Score -4188784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4188783.750000 Penalty: 4909.194336
	Iteration 24Q: 3 clusters Score -4188784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4188781.750000 Penalty: 4909.194336
	Iteration 25Q: 3 clusters Score -4188782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4188786.000000 Penalty: 4909.194336
	Iteration 26Q: 3 clusters Score -4188786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4188787.750000 Penalty: 4909.194336
	Iteration 27Q: 3 clusters Score -4188788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4188793.000000 Penalty: 4909.194336
	Iteration 28Q: 3 clusters Score -4188793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4188794.750000 Penalty: 4909.194336
	Iteration 29Q: 3 clusters Score -4188795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4188794.500000 Penalty: 4909.194336
	Iteration 30Q: 3 clusters Score -4188794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4188799.000000 Penalty: 4909.194336
	Iteration 31Q: 3 clusters Score -4188799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4188809.750000 Penalty: 4909.194336
	Iteration 32Q: 3 clusters Score -4188810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4188808.250000 Penalty: 4909.194336
	Iteration 33Q: 3 clusters Score -4188808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4188815.750000 Penalty: 4909.194336
	Iteration 34Q: 3 clusters Score -4188816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4188809.000000 Penalty: 4909.194336
	Iteration 35Q: 3 clusters Score -4188809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4188809.500000 Penalty: 4909.194336
	Iteration 36Q: 3 clusters Score -4188810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4188808.750000 Penalty: 4909.194336
	Iteration 37Q: 3 clusters Score -4188809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4188810.000000 Penalty: 4909.194336
	Iteration 38Q: 3 clusters Score -4188810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4188812.000000 Penalty: 4909.194336
	Iteration 39Q: 3 clusters Score -4188812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4188812.000000 Penalty: 4909.194336
	Iteration 40F: 3 clusters Score -4188812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Entering Unmasked Estep 
Score: -1214193.250000 Penalty: 2173.019775
	Iteration 0F: 2 clusters Score -1214193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1208872.625000 Penalty: 4346.039551
	Iteration 0F: 3 clusters Score -1208873 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1210194.000000 Penalty: 4346.039551
	Iteration 1F: 3 clusters Score -1210194 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1210378.750000 Penalty: 4346.039551
	Iteration 2F: 3 clusters Score -1210379 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1210488.250000 Penalty: 4346.039551
	Iteration 3Q: 3 clusters Score -1210488 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1210572.000000 Penalty: 4346.039551
	Iteration 4Q: 3 clusters Score -1210572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1210636.000000 Penalty: 4346.039551
	Iteration 5Q: 3 clusters Score -1210636 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1210694.500000 Penalty: 4346.039551
	Iteration 6Q: 3 clusters Score -1210694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1210745.125000 Penalty: 4346.039551
	Iteration 7Q: 3 clusters Score -1210745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1210791.750000 Penalty: 4346.039551
	Iteration 8Q: 3 clusters Score -1210792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1210838.250000 Penalty: 4346.039551
	Iteration 9Q: 3 clusters Score -1210838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1210893.250000 Penalty: 4346.039551
	Iteration 10Q: 3 clusters Score -1210893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1210943.375000 Penalty: 4346.039551
	Iteration 11Q: 3 clusters Score -1210943 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1211003.625000 Penalty: 4346.039551
	Iteration 12Q: 3 clusters Score -1211004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1211065.625000 Penalty: 4346.039551
	Iteration 13Q: 3 clusters Score -1211066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1211127.875000 Penalty: 4346.039551
	Iteration 14Q: 3 clusters Score -1211128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1211201.875000 Penalty: 4346.039551
	Iteration 15Q: 3 clusters Score -1211202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1211295.625000 Penalty: 4346.039551
	Iteration 16Q: 3 clusters Score -1211296 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1211368.500000 Penalty: 4346.039551
	Iteration 17Q: 3 clusters Score -1211368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1211465.375000 Penalty: 4346.039551
	Iteration 18Q: 3 clusters Score -1211465 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1211580.750000 Penalty: 4346.039551
	Iteration 19Q: 3 clusters Score -1211581 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1211684.375000 Penalty: 4346.039551
	Iteration 20F: 3 clusters Score -1211684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1211754.125000 Penalty: 4346.039551
	Iteration 21Q: 3 clusters Score -1211754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1211817.250000 Penalty: 4346.039551
	Iteration 22Q: 3 clusters Score -1211817 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1211884.250000 Penalty: 4346.039551
	Iteration 23Q: 3 clusters Score -1211884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1211954.750000 Penalty: 4346.039551
	Iteration 24Q: 3 clusters Score -1211955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1212021.625000 Penalty: 4346.039551
	Iteration 25Q: 3 clusters Score -1212022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1212074.250000 Penalty: 4346.039551
	Iteration 26Q: 3 clusters Score -1212074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1212115.875000 Penalty: 4346.039551
	Iteration 27Q: 3 clusters Score -1212116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1212142.625000 Penalty: 4346.039551
	Iteration 28Q: 3 clusters Score -1212143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1212164.625000 Penalty: 4346.039551
	Iteration 29Q: 3 clusters Score -1212165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1212182.875000 Penalty: 4346.039551
	Iteration 30Q: 3 clusters Score -1212183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1212204.875000 Penalty: 4346.039551
	Iteration 31Q: 3 clusters Score -1212205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1212218.375000 Penalty: 4346.039551
	Iteration 32Q: 3 clusters Score -1212218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1212231.000000 Penalty: 4346.039551
	Iteration 33Q: 3 clusters Score -1212231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1212246.000000 Penalty: 4346.039551
	Iteration 34Q: 3 clusters Score -1212246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1212253.000000 Penalty: 4346.039551
	Iteration 35Q: 3 clusters Score -1212253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1212258.625000 Penalty: 4346.039551
	Iteration 36Q: 3 clusters Score -1212259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1212264.125000 Penalty: 4346.039551
	Iteration 37Q: 3 clusters Score -1212264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1212268.500000 Penalty: 4346.039551
	Iteration 38Q: 3 clusters Score -1212268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1212270.625000 Penalty: 4346.039551
	Iteration 39Q: 3 clusters Score -1212271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1212270.625000 Penalty: 4346.039551
	Iteration 40F: 3 clusters Score -1212271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -575882.437500 Penalty: 1990.571289
	Iteration 0F: 2 clusters Score -575882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -572592.562500 Penalty: 3981.142578
	Iteration 0F: 3 clusters Score -572592.6 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -573335.625000 Penalty: 3981.142578
	Iteration 1F: 3 clusters Score -573335.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -573553.187500 Penalty: 3981.142578
	Iteration 2F: 3 clusters Score -573553.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -573674.062500 Penalty: 3981.142578
	Iteration 3F: 3 clusters Score -573674.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -573743.375000 Penalty: 3981.142578
	Iteration 4Q: 3 clusters Score -573743.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -573792.500000 Penalty: 3981.142578
	Iteration 5Q: 3 clusters Score -573792.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -573829.187500 Penalty: 3981.142578
	Iteration 6Q: 3 clusters Score -573829.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -573854.125000 Penalty: 3981.142578
	Iteration 7Q: 3 clusters Score -573854.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -573874.062500 Penalty: 3981.142578
	Iteration 8Q: 3 clusters Score -573874.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -573885.937500 Penalty: 3981.142578
	Iteration 9Q: 3 clusters Score -573885.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -573898.875000 Penalty: 3981.142578
	Iteration 10Q: 3 clusters Score -573898.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -573917.687500 Penalty: 3981.142578
	Iteration 11Q: 3 clusters Score -573917.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -573929.562500 Penalty: 3981.142578
	Iteration 12Q: 3 clusters Score -573929.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -573943.125000 Penalty: 3981.142578
	Iteration 13Q: 3 clusters Score -573943.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -573953.062500 Penalty: 3981.142578
	Iteration 14Q: 3 clusters Score -573953.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -573959.312500 Penalty: 3981.142578
	Iteration 15Q: 3 clusters Score -573959.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -573966.875000 Penalty: 3981.142578
	Iteration 16Q: 3 clusters Score -573966.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -573974.062500 Penalty: 3981.142578
	Iteration 17Q: 3 clusters Score -573974.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -573979.062500 Penalty: 3981.142578
	Iteration 18Q: 3 clusters Score -573979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -573982.187500 Penalty: 3981.142578
	Iteration 19Q: 3 clusters Score -573982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -573985.625000 Penalty: 3981.142578
	Iteration 20F: 3 clusters Score -573985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -573989.250000 Penalty: 3981.142578
	Iteration 21Q: 3 clusters Score -573989.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -573997.250000 Penalty: 3981.142578
	Iteration 22Q: 3 clusters Score -573997.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -574009.687500 Penalty: 3981.142578
	Iteration 23Q: 3 clusters Score -574009.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -574019.812500 Penalty: 3981.142578
	Iteration 24Q: 3 clusters Score -574019.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -574028.687500 Penalty: 3981.142578
	Iteration 25Q: 3 clusters Score -574028.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -574035.812500 Penalty: 3981.142578
	Iteration 26Q: 3 clusters Score -574035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -574040.125000 Penalty: 3981.142578
	Iteration 27Q: 3 clusters Score -574040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -574043.000000 Penalty: 3981.142578
	Iteration 28Q: 3 clusters Score -574043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -574044.500000 Penalty: 3981.142578
	Iteration 29Q: 3 clusters Score -574044.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -574046.625000 Penalty: 3981.142578
	Iteration 30Q: 3 clusters Score -574046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -574048.000000 Penalty: 3981.142578
	Iteration 31Q: 3 clusters Score -574048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -574050.062500 Penalty: 3981.142578
	Iteration 32Q: 3 clusters Score -574050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -574052.250000 Penalty: 3981.142578
	Iteration 33Q: 3 clusters Score -574052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -574055.125000 Penalty: 3981.142578
	Iteration 34Q: 3 clusters Score -574055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -574055.750000 Penalty: 3981.142578
	Iteration 35Q: 3 clusters Score -574055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -574056.687500 Penalty: 3981.142578
	Iteration 36Q: 3 clusters Score -574056.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -574058.812500 Penalty: 3981.142578
	Iteration 37Q: 3 clusters Score -574058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -574059.250000 Penalty: 3981.142578
	Iteration 38Q: 3 clusters Score -574059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -574060.562500 Penalty: 3981.142578
	Iteration 39Q: 3 clusters Score -574060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -574060.812500 Penalty: 3981.142578
	Iteration 40F: 3 clusters Score -574060.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Entering Unmasked Estep 
Score: -3096366.750000 Penalty: 2382.193848
	Iteration 0F: 2 clusters Score -3096367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3085840.500000 Penalty: 4764.387695
	Iteration 0F: 3 clusters Score -3085840 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3089133.250000 Penalty: 4764.387695
	Iteration 1F: 3 clusters Score -3089133 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3089550.750000 Penalty: 4764.387695
	Iteration 2F: 3 clusters Score -3089551 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3089945.000000 Penalty: 4764.387695
	Iteration 3F: 3 clusters Score -3089945 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3090313.750000 Penalty: 4764.387695
	Iteration 4F: 3 clusters Score -3090314 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3090765.500000 Penalty: 4764.387695
	Iteration 5F: 3 clusters Score -3090766 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3091327.000000 Penalty: 4764.387695
	Iteration 6F: 3 clusters Score -3091327 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3092006.500000 Penalty: 4764.387695
	Iteration 7F: 3 clusters Score -3092006 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3092679.000000 Penalty: 4764.387695
	Iteration 8F: 3 clusters Score -3092679 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3093229.500000 Penalty: 4764.387695
	Iteration 9Q: 3 clusters Score -3093230 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3093672.750000 Penalty: 4764.387695
	Iteration 10Q: 3 clusters Score -3093673 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3094002.750000 Penalty: 4764.387695
	Iteration 11Q: 3 clusters Score -3094003 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3094244.500000 Penalty: 4764.387695
	Iteration 12Q: 3 clusters Score -3094244 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3094373.750000 Penalty: 4764.387695
	Iteration 13Q: 3 clusters Score -3094374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3094445.750000 Penalty: 4764.387695
	Iteration 14Q: 3 clusters Score -3094446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3094500.750000 Penalty: 4764.387695
	Iteration 15Q: 3 clusters Score -3094501 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3094530.000000 Penalty: 4764.387695
	Iteration 16Q: 3 clusters Score -3094530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3094553.250000 Penalty: 4764.387695
	Iteration 17Q: 3 clusters Score -3094553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3094563.500000 Penalty: 4764.387695
	Iteration 18Q: 3 clusters Score -3094564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3094569.250000 Penalty: 4764.387695
	Iteration 19Q: 3 clusters Score -3094569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3094577.250000 Penalty: 4764.387695
	Iteration 20F: 3 clusters Score -3094577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3094578.250000 Penalty: 4764.387695
	Iteration 21Q: 3 clusters Score -3094578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3094575.750000 Penalty: 4764.387695
	Iteration 22Q: 3 clusters Score -3094576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3094580.000000 Penalty: 4764.387695
	Iteration 23Q: 3 clusters Score -3094580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3094587.750000 Penalty: 4764.387695
	Iteration 24Q: 3 clusters Score -3094588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3094585.750000 Penalty: 4764.387695
	Iteration 25Q: 3 clusters Score -3094586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3094584.250000 Penalty: 4764.387695
	Iteration 26Q: 3 clusters Score -3094584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3094584.250000 Penalty: 4764.387695
	Iteration 27F: 3 clusters Score -3094584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (28411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Entering Unmasked Estep 
Score: -5535175.000000 Penalty: 2543.124023
	Iteration 0F: 2 clusters Score -5535175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -5516277.500000 Penalty: 5086.248047
	Iteration 0F: 3 clusters Score -5516278 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5523218.500000 Penalty: 5086.248047
	Iteration 1F: 3 clusters Score -5523218 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5523763.000000 Penalty: 5086.248047
	Iteration 2F: 3 clusters Score -5523763 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -5524393.000000 Penalty: 5086.248047
	Iteration 3F: 3 clusters Score -5524393 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -5525118.000000 Penalty: 5086.248047
	Iteration 4F: 3 clusters Score -5525118 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -5526066.500000 Penalty: 5086.248047
	Iteration 5F: 3 clusters Score -5526066 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -5527322.500000 Penalty: 5086.248047
	Iteration 6F: 3 clusters Score -5527322 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -5528763.000000 Penalty: 5086.248047
	Iteration 7F: 3 clusters Score -5528763 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5530012.500000 Penalty: 5086.248047
	Iteration 8F: 3 clusters Score -5530012 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -5530994.000000 Penalty: 5086.248047
	Iteration 9Q: 3 clusters Score -5530994 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5531790.000000 Penalty: 5086.248047
	Iteration 10Q: 3 clusters Score -5531790 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -5532332.000000 Penalty: 5086.248047
	Iteration 11Q: 3 clusters Score -5532332 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5532611.000000 Penalty: 5086.248047
	Iteration 12Q: 3 clusters Score -5532611 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -5532763.500000 Penalty: 5086.248047
	Iteration 13Q: 3 clusters Score -5532764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5532842.000000 Penalty: 5086.248047
	Iteration 14Q: 3 clusters Score -5532842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5532893.500000 Penalty: 5086.248047
	Iteration 15Q: 3 clusters Score -5532894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -5532911.000000 Penalty: 5086.248047
	Iteration 16Q: 3 clusters Score -5532911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -5532938.500000 Penalty: 5086.248047
	Iteration 17Q: 3 clusters Score -5532938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5532945.500000 Penalty: 5086.248047
	Iteration 18Q: 3 clusters Score -5532946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -5532947.500000 Penalty: 5086.248047
	Iteration 19Q: 3 clusters Score -5532948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -5532954.000000 Penalty: 5086.248047
	Iteration 20F: 3 clusters Score -5532954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -5532960.500000 Penalty: 5086.248047
	Iteration 21Q: 3 clusters Score -5532960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5532974.500000 Penalty: 5086.248047
	Iteration 22Q: 3 clusters Score -5532974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -5532995.000000 Penalty: 5086.248047
	Iteration 23Q: 3 clusters Score -5532995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5532984.500000 Penalty: 5086.248047
	Iteration 24Q: 3 clusters Score -5532984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -5532988.000000 Penalty: 5086.248047
	Iteration 25Q: 3 clusters Score -5532988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -5532988.000000 Penalty: 5086.248047
	Iteration 26F: 3 clusters Score -5532988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (22148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Entering Unmasked Estep 
Score: -4324698.500000 Penalty: 2481.364746
	Iteration 0F: 2 clusters Score -4324698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4309268.000000 Penalty: 4962.729492
	Iteration 0F: 3 clusters Score -4309268 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4314454.000000 Penalty: 4962.729492
	Iteration 1F: 3 clusters Score -4314454 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4314759.000000 Penalty: 4962.729492
	Iteration 2Q: 3 clusters Score -4314759 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4315025.500000 Penalty: 4962.729492
	Iteration 3Q: 3 clusters Score -4315026 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4315243.500000 Penalty: 4962.729492
	Iteration 4Q: 3 clusters Score -4315244 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -4315433.000000 Penalty: 4962.729492
	Iteration 5Q: 3 clusters Score -4315433 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4315625.000000 Penalty: 4962.729492
	Iteration 6Q: 3 clusters Score -4315625 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4315818.500000 Penalty: 4962.729492
	Iteration 7Q: 3 clusters Score -4315818 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4316013.000000 Penalty: 4962.729492
	Iteration 8Q: 3 clusters Score -4316013 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4316299.000000 Penalty: 4962.729492
	Iteration 9Q: 3 clusters Score -4316299 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4316744.000000 Penalty: 4962.729492
	Iteration 10Q: 3 clusters Score -4316744 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -4317309.500000 Penalty: 4962.729492
	Iteration 11Q: 3 clusters Score -4317310 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -4318100.500000 Penalty: 4962.729492
	Iteration 12F: 3 clusters Score -4318100 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4319062.500000 Penalty: 4962.729492
	Iteration 13F: 3 clusters Score -4319062 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4320074.000000 Penalty: 4962.729492
	Iteration 14F: 3 clusters Score -4320074 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4320929.500000 Penalty: 4962.729492
	Iteration 15Q: 3 clusters Score -4320930 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4321599.000000 Penalty: 4962.729492
	Iteration 16Q: 3 clusters Score -4321599 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4322002.500000 Penalty: 4962.729492
	Iteration 17Q: 3 clusters Score -4322002 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4322257.500000 Penalty: 4962.729492
	Iteration 18Q: 3 clusters Score -4322258 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -4322377.000000 Penalty: 4962.729492
	Iteration 19Q: 3 clusters Score -4322377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4322430.000000 Penalty: 4962.729492
	Iteration 20F: 3 clusters Score -4322430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4322467.500000 Penalty: 4962.729492
	Iteration 21Q: 3 clusters Score -4322468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4322491.000000 Penalty: 4962.729492
	Iteration 22Q: 3 clusters Score -4322491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4322505.500000 Penalty: 4962.729492
	Iteration 23Q: 3 clusters Score -4322506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4322522.000000 Penalty: 4962.729492
	Iteration 24Q: 3 clusters Score -4322522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4322527.500000 Penalty: 4962.729492
	Iteration 25Q: 3 clusters Score -4322528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4322527.500000 Penalty: 4962.729492
	Iteration 26Q: 3 clusters Score -4322528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4322538.000000 Penalty: 4962.729492
	Iteration 27Q: 3 clusters Score -4322538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4322540.000000 Penalty: 4962.729492
	Iteration 28Q: 3 clusters Score -4322540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -4322540.000000 Penalty: 4962.729492
	Iteration 29Q: 3 clusters Score -4322540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4322541.000000 Penalty: 4962.729492
	Iteration 30Q: 3 clusters Score -4322541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4322541.000000 Penalty: 4962.729492
	Iteration 31F: 3 clusters Score -4322541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -377809.375000 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -377809.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -375217.093750 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -375217.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -375782.031250 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -375782 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -376012.718750 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -376012.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -376179.843750 Penalty: 3769.054443
	Iteration 3F: 3 clusters Score -376179.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -376297.281250 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -376297.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -376381.750000 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -376381.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -376458.343750 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -376458.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -376533.968750 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -376534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -376604.500000 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -376604.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -376672.000000 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -376672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -376718.937500 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -376718.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -376760.312500 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -376760.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -376793.218750 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -376793.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -376820.906250 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -376820.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -376839.625000 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -376839.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -376851.062500 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -376851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -376857.187500 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -376857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -376863.562500 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -376863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -376865.593750 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -376865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -376865.875000 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -376865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -376866.437500 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -376866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -376869.062500 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -376869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -376869.156250 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -376869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -376869.156250 Penalty: 3769.054443
	Iteration 23F: 3 clusters Score -376869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 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 118 members 
Entering Unmasked Estep 
Score: -27103.027344 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27103.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27274.832031 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27274.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27323.417969 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -27323.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27356.541016 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -27356.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27373.923828 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -27373.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27387.958984 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -27387.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27393.292969 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -27393.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27410.931641 Penalty: 2760.002197
	Iteration 7Q: 3 clusters Score -27410.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27412.898438 Penalty: 2760.002197
	Iteration 8Q: 3 clusters Score -27412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27415.101562 Penalty: 2760.002197
	Iteration 9Q: 3 clusters Score -27415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27415.101562 Penalty: 2760.002197
	Iteration 10F: 3 clusters Score -27415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Entering Unmasked Estep 
Score: -3028224.750000 Penalty: 2378.373047
	Iteration 0F: 2 clusters Score -3028225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3017643.000000 Penalty: 4756.746094
	Iteration 0F: 3 clusters Score -3017643 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3020959.500000 Penalty: 4756.746094
	Iteration 1F: 3 clusters Score -3020960 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3021289.500000 Penalty: 4756.746094
	Iteration 2F: 3 clusters Score -3021290 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3021509.250000 Penalty: 4756.746094
	Iteration 3Q: 3 clusters Score -3021509 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3021653.750000 Penalty: 4756.746094
	Iteration 4Q: 3 clusters Score -3021654 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3021777.000000 Penalty: 4756.746094
	Iteration 5Q: 3 clusters Score -3021777 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3021869.250000 Penalty: 4756.746094
	Iteration 6Q: 3 clusters Score -3021869 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3021963.500000 Penalty: 4756.746094
	Iteration 7Q: 3 clusters Score -3021964 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3022052.750000 Penalty: 4756.746094
	Iteration 8Q: 3 clusters Score -3022053 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3022153.750000 Penalty: 4756.746094
	Iteration 9Q: 3 clusters Score -3022154 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3022228.500000 Penalty: 4756.746094
	Iteration 10Q: 3 clusters Score -3022228 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3022322.500000 Penalty: 4756.746094
	Iteration 11Q: 3 clusters Score -3022322 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3022422.000000 Penalty: 4756.746094
	Iteration 12Q: 3 clusters Score -3022422 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3022548.750000 Penalty: 4756.746094
	Iteration 13Q: 3 clusters Score -3022549 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3022692.000000 Penalty: 4756.746094
	Iteration 14Q: 3 clusters Score -3022692 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3022859.500000 Penalty: 4756.746094
	Iteration 15Q: 3 clusters Score -3022860 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3023047.750000 Penalty: 4756.746094
	Iteration 16Q: 3 clusters Score -3023048 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3023294.000000 Penalty: 4756.746094
	Iteration 17Q: 3 clusters Score -3023294 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3023604.000000 Penalty: 4756.746094
	Iteration 18Q: 3 clusters Score -3023604 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3023958.750000 Penalty: 4756.746094
	Iteration 19Q: 3 clusters Score -3023959 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3024261.750000 Penalty: 4756.746094
	Iteration 20F: 3 clusters Score -3024262 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3024469.250000 Penalty: 4756.746094
	Iteration 21Q: 3 clusters Score -3024469 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3024644.500000 Penalty: 4756.746094
	Iteration 22Q: 3 clusters Score -3024644 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3024794.000000 Penalty: 4756.746094
	Iteration 23Q: 3 clusters Score -3024794 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3024896.750000 Penalty: 4756.746094
	Iteration 24Q: 3 clusters Score -3024897 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3025006.500000 Penalty: 4756.746094
	Iteration 25Q: 3 clusters Score -3025006 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3025093.750000 Penalty: 4756.746094
	Iteration 26Q: 3 clusters Score -3025094 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3025169.250000 Penalty: 4756.746094
	Iteration 27Q: 3 clusters Score -3025169 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3025232.000000 Penalty: 4756.746094
	Iteration 28Q: 3 clusters Score -3025232 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3025302.000000 Penalty: 4756.746094
	Iteration 29Q: 3 clusters Score -3025302 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3025357.000000 Penalty: 4756.746094
	Iteration 30Q: 3 clusters Score -3025357 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3025410.500000 Penalty: 4756.746094
	Iteration 31Q: 3 clusters Score -3025410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3025461.000000 Penalty: 4756.746094
	Iteration 32Q: 3 clusters Score -3025461 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3025532.250000 Penalty: 4756.746094
	Iteration 33Q: 3 clusters Score -3025532 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3025594.250000 Penalty: 4756.746094
	Iteration 34Q: 3 clusters Score -3025594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3025631.750000 Penalty: 4756.746094
	Iteration 35Q: 3 clusters Score -3025632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3025673.500000 Penalty: 4756.746094
	Iteration 36Q: 3 clusters Score -3025674 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3025702.000000 Penalty: 4756.746094
	Iteration 37Q: 3 clusters Score -3025702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3025730.750000 Penalty: 4756.746094
	Iteration 38Q: 3 clusters Score -3025731 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3025761.750000 Penalty: 4756.746094
	Iteration 39Q: 3 clusters Score -3025762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3025808.250000 Penalty: 4756.746094
	Iteration 40F: 3 clusters Score -3025808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3025820.750000 Penalty: 4756.746094
	Iteration 41Q: 3 clusters Score -3025821 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3025848.250000 Penalty: 4756.746094
	Iteration 42Q: 3 clusters Score -3025848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3025882.500000 Penalty: 4756.746094
	Iteration 43Q: 3 clusters Score -3025882 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3025908.000000 Penalty: 4756.746094
	Iteration 44Q: 3 clusters Score -3025908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3025934.750000 Penalty: 4756.746094
	Iteration 45Q: 3 clusters Score -3025935 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3025953.000000 Penalty: 4756.746094
	Iteration 46Q: 3 clusters Score -3025953 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3025976.000000 Penalty: 4756.746094
	Iteration 47Q: 3 clusters Score -3025976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3026014.000000 Penalty: 4756.746094
	Iteration 48Q: 3 clusters Score -3026014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3026049.000000 Penalty: 4756.746094
	Iteration 49Q: 3 clusters Score -3026049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3026065.750000 Penalty: 4756.746094
	Iteration 50Q: 3 clusters Score -3026066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3026088.500000 Penalty: 4756.746094
	Iteration 51Q: 3 clusters Score -3026088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3026113.500000 Penalty: 4756.746094
	Iteration 52Q: 3 clusters Score -3026114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3026128.750000 Penalty: 4756.746094
	Iteration 53Q: 3 clusters Score -3026129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3026143.500000 Penalty: 4756.746094
	Iteration 54Q: 3 clusters Score -3026144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3026151.250000 Penalty: 4756.746094
	Iteration 55Q: 3 clusters Score -3026151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3026168.500000 Penalty: 4756.746094
	Iteration 56Q: 3 clusters Score -3026168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3026170.000000 Penalty: 4756.746094
	Iteration 57Q: 3 clusters Score -3026170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3026180.000000 Penalty: 4756.746094
	Iteration 58Q: 3 clusters Score -3026180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3026179.750000 Penalty: 4756.746094
	Iteration 59Q: 3 clusters Score -3026180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3026183.250000 Penalty: 4756.746094
	Iteration 60F: 3 clusters Score -3026183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3026192.000000 Penalty: 4756.746094
	Iteration 61Q: 3 clusters Score -3026192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3026194.750000 Penalty: 4756.746094
	Iteration 62Q: 3 clusters Score -3026195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3026198.750000 Penalty: 4756.746094
	Iteration 63Q: 3 clusters Score -3026199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3026203.500000 Penalty: 4756.746094
	Iteration 64Q: 3 clusters Score -3026204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3026212.000000 Penalty: 4756.746094
	Iteration 65Q: 3 clusters Score -3026212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3026222.250000 Penalty: 4756.746094
	Iteration 66Q: 3 clusters Score -3026222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3026221.250000 Penalty: 4756.746094
	Iteration 67Q: 3 clusters Score -3026221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3026224.250000 Penalty: 4756.746094
	Iteration 68Q: 3 clusters Score -3026224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3026228.000000 Penalty: 4756.746094
	Iteration 69Q: 3 clusters Score -3026228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3026229.250000 Penalty: 4756.746094
	Iteration 70Q: 3 clusters Score -3026229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3026234.000000 Penalty: 4756.746094
	Iteration 71Q: 3 clusters Score -3026234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3026226.500000 Penalty: 4756.746094
	Iteration 72Q: 3 clusters Score -3026226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3026230.250000 Penalty: 4756.746094
	Iteration 73Q: 3 clusters Score -3026230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3026232.500000 Penalty: 4756.746094
	Iteration 74Q: 3 clusters Score -3026232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3026234.250000 Penalty: 4756.746094
	Iteration 75Q: 3 clusters Score -3026234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3026235.500000 Penalty: 4756.746094
	Iteration 76Q: 3 clusters Score -3026236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3026234.750000 Penalty: 4756.746094
	Iteration 77Q: 3 clusters Score -3026235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3026235.500000 Penalty: 4756.746094
	Iteration 78Q: 3 clusters Score -3026236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3026234.250000 Penalty: 4756.746094
	Iteration 79Q: 3 clusters Score -3026234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3026240.250000 Penalty: 4756.746094
	Iteration 80F: 3 clusters Score -3026240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3026241.750000 Penalty: 4756.746094
	Iteration 81Q: 3 clusters Score -3026242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3026241.250000 Penalty: 4756.746094
	Iteration 82Q: 3 clusters Score -3026241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3026240.500000 Penalty: 4756.746094
	Iteration 83Q: 3 clusters Score -3026240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3026241.250000 Penalty: 4756.746094
	Iteration 84Q: 3 clusters Score -3026241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3026245.750000 Penalty: 4756.746094
	Iteration 85Q: 3 clusters Score -3026246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3026245.000000 Penalty: 4756.746094
	Iteration 86Q: 3 clusters Score -3026245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3026244.250000 Penalty: 4756.746094
	Iteration 87Q: 3 clusters Score -3026244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3026247.000000 Penalty: 4756.746094
	Iteration 88Q: 3 clusters Score -3026247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3026249.500000 Penalty: 4756.746094
	Iteration 89Q: 3 clusters Score -3026250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3026250.500000 Penalty: 4756.746094
	Iteration 90Q: 3 clusters Score -3026250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3026246.500000 Penalty: 4756.746094
	Iteration 91Q: 3 clusters Score -3026246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3026252.250000 Penalty: 4756.746094
	Iteration 92Q: 3 clusters Score -3026252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3026253.500000 Penalty: 4756.746094
	Iteration 93Q: 3 clusters Score -3026254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3026254.000000 Penalty: 4756.746094
	Iteration 94Q: 3 clusters Score -3026254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3026253.500000 Penalty: 4756.746094
	Iteration 95Q: 3 clusters Score -3026254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3026251.500000 Penalty: 4756.746094
	Iteration 96Q: 3 clusters Score -3026252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3026257.250000 Penalty: 4756.746094
	Iteration 97Q: 3 clusters Score -3026257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3026263.750000 Penalty: 4756.746094
	Iteration 98Q: 3 clusters Score -3026264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3026264.000000 Penalty: 4756.746094
	Iteration 99Q: 3 clusters Score -3026264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3026265.250000 Penalty: 4756.746094
	Iteration 100F: 3 clusters Score -3026265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3026262.750000 Penalty: 4756.746094
	Iteration 101Q: 3 clusters Score -3026263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3026263.250000 Penalty: 4756.746094
	Iteration 102Q: 3 clusters Score -3026263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3026263.250000 Penalty: 4756.746094
	Iteration 103F: 3 clusters Score -3026263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (32455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Entering Unmasked Estep 
Score: -6325493.000000 Penalty: 2576.127197
	Iteration 0F: 2 clusters Score -6325493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -6305233.000000 Penalty: 5152.254395
	Iteration 0F: 3 clusters Score -6305233 nChanged 14699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -6313134.000000 Penalty: 5152.254395
	Iteration 1F: 3 clusters Score -6313134 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -6313608.000000 Penalty: 5152.254395
	Iteration 2Q: 3 clusters Score -6313608 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -6314101.500000 Penalty: 5152.254395
	Iteration 3Q: 3 clusters Score -6314102 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -6314665.500000 Penalty: 5152.254395
	Iteration 4Q: 3 clusters Score -6314666 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -6315368.000000 Penalty: 5152.254395
	Iteration 5Q: 3 clusters Score -6315368 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -6316401.500000 Penalty: 5152.254395
	Iteration 6F: 3 clusters Score -6316402 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -6317804.000000 Penalty: 5152.254395
	Iteration 7F: 3 clusters Score -6317804 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -6319335.500000 Penalty: 5152.254395
	Iteration 8F: 3 clusters Score -6319336 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6320777.500000 Penalty: 5152.254395
	Iteration 9F: 3 clusters Score -6320778 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6321728.000000 Penalty: 5152.254395
	Iteration 10Q: 3 clusters Score -6321728 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6322379.000000 Penalty: 5152.254395
	Iteration 11Q: 3 clusters Score -6322379 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6322765.000000 Penalty: 5152.254395
	Iteration 12Q: 3 clusters Score -6322765 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6322938.000000 Penalty: 5152.254395
	Iteration 13Q: 3 clusters Score -6322938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6323054.500000 Penalty: 5152.254395
	Iteration 14Q: 3 clusters Score -6323054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6323110.500000 Penalty: 5152.254395
	Iteration 15Q: 3 clusters Score -6323110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6323152.500000 Penalty: 5152.254395
	Iteration 16Q: 3 clusters Score -6323152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6323180.500000 Penalty: 5152.254395
	Iteration 17Q: 3 clusters Score -6323180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6323209.500000 Penalty: 5152.254395
	Iteration 18Q: 3 clusters Score -6323210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6323224.000000 Penalty: 5152.254395
	Iteration 19Q: 3 clusters Score -6323224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6323232.500000 Penalty: 5152.254395
	Iteration 20F: 3 clusters Score -6323232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6323244.000000 Penalty: 5152.254395
	Iteration 21Q: 3 clusters Score -6323244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6323246.000000 Penalty: 5152.254395
	Iteration 22Q: 3 clusters Score -6323246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6323262.000000 Penalty: 5152.254395
	Iteration 23Q: 3 clusters Score -6323262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6323263.000000 Penalty: 5152.254395
	Iteration 24Q: 3 clusters Score -6323263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6323260.000000 Penalty: 5152.254395
	Iteration 25Q: 3 clusters Score -6323260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6323261.000000 Penalty: 5152.254395
	Iteration 26Q: 3 clusters Score -6323261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6323269.500000 Penalty: 5152.254395
	Iteration 27Q: 3 clusters Score -6323270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6323268.000000 Penalty: 5152.254395
	Iteration 28Q: 3 clusters Score -6323268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6323277.000000 Penalty: 5152.254395
	Iteration 29Q: 3 clusters Score -6323277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6323281.000000 Penalty: 5152.254395
	Iteration 30Q: 3 clusters Score -6323281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6323282.000000 Penalty: 5152.254395
	Iteration 31Q: 3 clusters Score -6323282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6323287.500000 Penalty: 5152.254395
	Iteration 32Q: 3 clusters Score -6323288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6323294.500000 Penalty: 5152.254395
	Iteration 33Q: 3 clusters Score -6323294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6323303.500000 Penalty: 5152.254395
	Iteration 34Q: 3 clusters Score -6323304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6323302.000000 Penalty: 5152.254395
	Iteration 35Q: 3 clusters Score -6323302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6323309.500000 Penalty: 5152.254395
	Iteration 36Q: 3 clusters Score -6323310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6323311.500000 Penalty: 5152.254395
	Iteration 37Q: 3 clusters Score -6323312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6323312.000000 Penalty: 5152.254395
	Iteration 38Q: 3 clusters Score -6323312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6323313.000000 Penalty: 5152.254395
	Iteration 39Q: 3 clusters Score -6323313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6323313.000000 Penalty: 5152.254395
	Iteration 40F: 3 clusters Score -6323313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -903729.125000 Penalty: 2100.585205
	Iteration 0F: 2 clusters Score -903729.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -899383.375000 Penalty: 4201.170410
	Iteration 0F: 3 clusters Score -899383.4 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -900549.125000 Penalty: 4201.170410
	Iteration 1F: 3 clusters Score -900549.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -900919.812500 Penalty: 4201.170410
	Iteration 2F: 3 clusters Score -900919.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -901225.312500 Penalty: 4201.170410
	Iteration 3F: 3 clusters Score -901225.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -901468.812500 Penalty: 4201.170410
	Iteration 4F: 3 clusters Score -901468.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -901667.250000 Penalty: 4201.170410
	Iteration 5Q: 3 clusters Score -901667.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -901818.437500 Penalty: 4201.170410
	Iteration 6Q: 3 clusters Score -901818.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -901956.687500 Penalty: 4201.170410
	Iteration 7Q: 3 clusters Score -901956.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -902088.000000 Penalty: 4201.170410
	Iteration 8Q: 3 clusters Score -902088 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -902202.375000 Penalty: 4201.170410
	Iteration 9Q: 3 clusters Score -902202.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -902311.937500 Penalty: 4201.170410
	Iteration 10Q: 3 clusters Score -902311.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -902418.312500 Penalty: 4201.170410
	Iteration 11Q: 3 clusters Score -902418.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -902502.187500 Penalty: 4201.170410
	Iteration 12Q: 3 clusters Score -902502.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -902571.125000 Penalty: 4201.170410
	Iteration 13Q: 3 clusters Score -902571.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -902622.812500 Penalty: 4201.170410
	Iteration 14Q: 3 clusters Score -902622.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -902659.312500 Penalty: 4201.170410
	Iteration 15Q: 3 clusters Score -902659.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -902693.437500 Penalty: 4201.170410
	Iteration 16Q: 3 clusters Score -902693.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -902718.062500 Penalty: 4201.170410
	Iteration 17Q: 3 clusters Score -902718.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -902731.187500 Penalty: 4201.170410
	Iteration 18Q: 3 clusters Score -902731.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -902749.000000 Penalty: 4201.170410
	Iteration 19Q: 3 clusters Score -902749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -902768.187500 Penalty: 4201.170410
	Iteration 20F: 3 clusters Score -902768.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -902777.500000 Penalty: 4201.170410
	Iteration 21Q: 3 clusters Score -902777.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -902789.062500 Penalty: 4201.170410
	Iteration 22Q: 3 clusters Score -902789.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -902797.062500 Penalty: 4201.170410
	Iteration 23Q: 3 clusters Score -902797.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -902805.625000 Penalty: 4201.170410
	Iteration 24Q: 3 clusters Score -902805.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -902812.500000 Penalty: 4201.170410
	Iteration 25Q: 3 clusters Score -902812.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -902819.125000 Penalty: 4201.170410
	Iteration 26Q: 3 clusters Score -902819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -902821.312500 Penalty: 4201.170410
	Iteration 27Q: 3 clusters Score -902821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -902826.687500 Penalty: 4201.170410
	Iteration 28Q: 3 clusters Score -902826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -902829.000000 Penalty: 4201.170410
	Iteration 29Q: 3 clusters Score -902829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -902828.812500 Penalty: 4201.170410
	Iteration 30Q: 3 clusters Score -902828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -902831.250000 Penalty: 4201.170410
	Iteration 31Q: 3 clusters Score -902831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -902832.000000 Penalty: 4201.170410
	Iteration 32Q: 3 clusters Score -902832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -902831.750000 Penalty: 4201.170410
	Iteration 33Q: 3 clusters Score -902831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -902833.437500 Penalty: 4201.170410
	Iteration 34Q: 3 clusters Score -902833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -902833.437500 Penalty: 4201.170410
	Iteration 35F: 3 clusters Score -902833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (15211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Entering Unmasked Estep 
Score: -3208130.250000 Penalty: 2388.184082
	Iteration 0F: 2 clusters Score -3208130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3197757.750000 Penalty: 4776.368164
	Iteration 0F: 3 clusters Score -3197758 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3201193.250000 Penalty: 4776.368164
	Iteration 1F: 3 clusters Score -3201193 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3201553.500000 Penalty: 4776.368164
	Iteration 2F: 3 clusters Score -3201554 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3201784.500000 Penalty: 4776.368164
	Iteration 3Q: 3 clusters Score -3201784 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3201980.250000 Penalty: 4776.368164
	Iteration 4Q: 3 clusters Score -3201980 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3202136.250000 Penalty: 4776.368164
	Iteration 5Q: 3 clusters Score -3202136 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3202268.250000 Penalty: 4776.368164
	Iteration 6Q: 3 clusters Score -3202268 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3202392.250000 Penalty: 4776.368164
	Iteration 7Q: 3 clusters Score -3202392 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3202500.750000 Penalty: 4776.368164
	Iteration 8Q: 3 clusters Score -3202501 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3202618.500000 Penalty: 4776.368164
	Iteration 9Q: 3 clusters Score -3202618 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3202756.250000 Penalty: 4776.368164
	Iteration 10Q: 3 clusters Score -3202756 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3202890.250000 Penalty: 4776.368164
	Iteration 11Q: 3 clusters Score -3202890 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3203068.500000 Penalty: 4776.368164
	Iteration 12Q: 3 clusters Score -3203068 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3203334.000000 Penalty: 4776.368164
	Iteration 13Q: 3 clusters Score -3203334 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3203676.000000 Penalty: 4776.368164
	Iteration 14Q: 3 clusters Score -3203676 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3204080.750000 Penalty: 4776.368164
	Iteration 15Q: 3 clusters Score -3204081 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3204510.250000 Penalty: 4776.368164
	Iteration 16Q: 3 clusters Score -3204510 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3204868.000000 Penalty: 4776.368164
	Iteration 17Q: 3 clusters Score -3204868 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3205137.500000 Penalty: 4776.368164
	Iteration 18Q: 3 clusters Score -3205138 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3205285.500000 Penalty: 4776.368164
	Iteration 19Q: 3 clusters Score -3205286 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3205381.000000 Penalty: 4776.368164
	Iteration 20F: 3 clusters Score -3205381 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3205500.250000 Penalty: 4776.368164
	Iteration 21Q: 3 clusters Score -3205500 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3205585.250000 Penalty: 4776.368164
	Iteration 22Q: 3 clusters Score -3205585 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3205651.500000 Penalty: 4776.368164
	Iteration 23Q: 3 clusters Score -3205652 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3205735.000000 Penalty: 4776.368164
	Iteration 24Q: 3 clusters Score -3205735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3205764.750000 Penalty: 4776.368164
	Iteration 25Q: 3 clusters Score -3205765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3205799.750000 Penalty: 4776.368164
	Iteration 26Q: 3 clusters Score -3205800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3205842.500000 Penalty: 4776.368164
	Iteration 27Q: 3 clusters Score -3205842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3205885.750000 Penalty: 4776.368164
	Iteration 28Q: 3 clusters Score -3205886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3205908.750000 Penalty: 4776.368164
	Iteration 29Q: 3 clusters Score -3205909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3205931.500000 Penalty: 4776.368164
	Iteration 30Q: 3 clusters Score -3205932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3205943.500000 Penalty: 4776.368164
	Iteration 31Q: 3 clusters Score -3205944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3205979.250000 Penalty: 4776.368164
	Iteration 32Q: 3 clusters Score -3205979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3205989.750000 Penalty: 4776.368164
	Iteration 33Q: 3 clusters Score -3205990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3206007.750000 Penalty: 4776.368164
	Iteration 34Q: 3 clusters Score -3206008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3206014.750000 Penalty: 4776.368164
	Iteration 35Q: 3 clusters Score -3206015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3206031.500000 Penalty: 4776.368164
	Iteration 36Q: 3 clusters Score -3206032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3206029.250000 Penalty: 4776.368164
	Iteration 37Q: 3 clusters Score -3206029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3206038.250000 Penalty: 4776.368164
	Iteration 38Q: 3 clusters Score -3206038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3206040.500000 Penalty: 4776.368164
	Iteration 39Q: 3 clusters Score -3206040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3206039.750000 Penalty: 4776.368164
	Iteration 40F: 3 clusters Score -3206040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3206044.500000 Penalty: 4776.368164
	Iteration 41Q: 3 clusters Score -3206044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3206046.250000 Penalty: 4776.368164
	Iteration 42Q: 3 clusters Score -3206046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3206056.750000 Penalty: 4776.368164
	Iteration 43Q: 3 clusters Score -3206057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3206061.500000 Penalty: 4776.368164
	Iteration 44Q: 3 clusters Score -3206062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3206070.000000 Penalty: 4776.368164
	Iteration 45Q: 3 clusters Score -3206070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3206071.250000 Penalty: 4776.368164
	Iteration 46Q: 3 clusters Score -3206071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3206075.000000 Penalty: 4776.368164
	Iteration 47Q: 3 clusters Score -3206075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3206074.250000 Penalty: 4776.368164
	Iteration 48Q: 3 clusters Score -3206074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3206074.250000 Penalty: 4776.368164
	Iteration 49Q: 3 clusters Score -3206074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3206076.750000 Penalty: 4776.368164
	Iteration 50Q: 3 clusters Score -3206077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3206076.750000 Penalty: 4776.368164
	Iteration 51Q: 3 clusters Score -3206077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3206080.750000 Penalty: 4776.368164
	Iteration 52Q: 3 clusters Score -3206081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3206078.500000 Penalty: 4776.368164
	Iteration 53Q: 3 clusters Score -3206078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3206079.000000 Penalty: 4776.368164
	Iteration 54Q: 3 clusters Score -3206079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3206088.250000 Penalty: 4776.368164
	Iteration 55Q: 3 clusters Score -3206088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3206086.250000 Penalty: 4776.368164
	Iteration 56Q: 3 clusters Score -3206086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3206086.750000 Penalty: 4776.368164
	Iteration 57Q: 3 clusters Score -3206087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3206083.500000 Penalty: 4776.368164
	Iteration 58Q: 3 clusters Score -3206084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3206088.000000 Penalty: 4776.368164
	Iteration 59Q: 3 clusters Score -3206088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3206088.000000 Penalty: 4776.368164
	Iteration 60F: 3 clusters Score -3206088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (31004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Entering Unmasked Estep 
Score: -6049698.000000 Penalty: 2564.784180
	Iteration 0F: 2 clusters Score -6049698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -6029808.500000 Penalty: 5129.568359
	Iteration 0F: 3 clusters Score -6029808 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -6037588.500000 Penalty: 5129.568359
	Iteration 1F: 3 clusters Score -6037588 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -6037959.000000 Penalty: 5129.568359
	Iteration 2Q: 3 clusters Score -6037959 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -6038292.000000 Penalty: 5129.568359
	Iteration 3Q: 3 clusters Score -6038292 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -6038591.000000 Penalty: 5129.568359
	Iteration 4Q: 3 clusters Score -6038591 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -6038861.500000 Penalty: 5129.568359
	Iteration 5Q: 3 clusters Score -6038862 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -6039166.500000 Penalty: 5129.568359
	Iteration 6Q: 3 clusters Score -6039166 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -6039500.500000 Penalty: 5129.568359
	Iteration 7Q: 3 clusters Score -6039500 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -6039961.500000 Penalty: 5129.568359
	Iteration 8Q: 3 clusters Score -6039962 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -6040539.000000 Penalty: 5129.568359
	Iteration 9Q: 3 clusters Score -6040539 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -6041301.000000 Penalty: 5129.568359
	Iteration 10Q: 3 clusters Score -6041301 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -6042336.000000 Penalty: 5129.568359
	Iteration 11F: 3 clusters Score -6042336 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -6043413.000000 Penalty: 5129.568359
	Iteration 12F: 3 clusters Score -6043413 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -6044479.000000 Penalty: 5129.568359
	Iteration 13F: 3 clusters Score -6044479 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6045389.000000 Penalty: 5129.568359
	Iteration 14Q: 3 clusters Score -6045389 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6046025.500000 Penalty: 5129.568359
	Iteration 15Q: 3 clusters Score -6046026 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6046471.000000 Penalty: 5129.568359
	Iteration 16Q: 3 clusters Score -6046471 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6046772.500000 Penalty: 5129.568359
	Iteration 17Q: 3 clusters Score -6046772 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6046986.000000 Penalty: 5129.568359
	Iteration 18Q: 3 clusters Score -6046986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6047094.500000 Penalty: 5129.568359
	Iteration 19Q: 3 clusters Score -6047094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6047190.500000 Penalty: 5129.568359
	Iteration 20F: 3 clusters Score -6047190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6047249.000000 Penalty: 5129.568359
	Iteration 21Q: 3 clusters Score -6047249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6047293.500000 Penalty: 5129.568359
	Iteration 22Q: 3 clusters Score -6047294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6047323.500000 Penalty: 5129.568359
	Iteration 23Q: 3 clusters Score -6047324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6047344.500000 Penalty: 5129.568359
	Iteration 24Q: 3 clusters Score -6047344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6047360.500000 Penalty: 5129.568359
	Iteration 25Q: 3 clusters Score -6047360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6047359.500000 Penalty: 5129.568359
	Iteration 26Q: 3 clusters Score -6047360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6047371.500000 Penalty: 5129.568359
	Iteration 27Q: 3 clusters Score -6047372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6047383.000000 Penalty: 5129.568359
	Iteration 28Q: 3 clusters Score -6047383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6047396.000000 Penalty: 5129.568359
	Iteration 29Q: 3 clusters Score -6047396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6047409.000000 Penalty: 5129.568359
	Iteration 30Q: 3 clusters Score -6047409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6047410.500000 Penalty: 5129.568359
	Iteration 31Q: 3 clusters Score -6047410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6047422.000000 Penalty: 5129.568359
	Iteration 32Q: 3 clusters Score -6047422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6047434.500000 Penalty: 5129.568359
	Iteration 33Q: 3 clusters Score -6047434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6047433.500000 Penalty: 5129.568359
	Iteration 34Q: 3 clusters Score -6047434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6047434.500000 Penalty: 5129.568359
	Iteration 35Q: 3 clusters Score -6047434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6047443.500000 Penalty: 5129.568359
	Iteration 36Q: 3 clusters Score -6047444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6047443.000000 Penalty: 5129.568359
	Iteration 37Q: 3 clusters Score -6047443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6047448.500000 Penalty: 5129.568359
	Iteration 38Q: 3 clusters Score -6047448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6047446.500000 Penalty: 5129.568359
	Iteration 39Q: 3 clusters Score -6047446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6047446.500000 Penalty: 5129.568359
	Iteration 40F: 3 clusters Score -6047446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -88776.835938 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -88776.84 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 284 members 
Entering Unmasked Estep 
Score: -87229.375000 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -87229.38 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87479.023438 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -87479.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87537.726562 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -87537.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87575.007812 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -87575.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -87597.023438 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -87597.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87609.546875 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -87609.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87617.515625 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -87617.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87619.179688 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -87619.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87621.445312 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -87621.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87621.445312 Penalty: 3151.767578
	Iteration 9F: 3 clusters Score -87621.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -118479.523438 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -118479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116857.226562 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -116857.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117171.132812 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -117171.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117305.578125 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -117305.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117369.250000 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -117369.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117407.484375 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -117407.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117439.531250 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -117439.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117468.812500 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -117468.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117506.460938 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -117506.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -117536.179688 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -117536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -117551.093750 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -117551.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117576.679688 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -117576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117591.625000 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -117591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -117622.335938 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -117622.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117637.539062 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -117637.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117671.914062 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -117671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117704.062500 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -117704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117718.078125 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -117718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117724.265625 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -117724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117738.515625 Penalty: 3250.043945
	Iteration 18Q: 3 clusters Score -117738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117752.367188 Penalty: 3250.043945
	Iteration 19Q: 3 clusters Score -117752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117755.406250 Penalty: 3250.043945
	Iteration 20F: 3 clusters Score -117755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117756.593750 Penalty: 3250.043945
	Iteration 21Q: 3 clusters Score -117756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117760.101562 Penalty: 3250.043945
	Iteration 22Q: 3 clusters Score -117760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117760.101562 Penalty: 3250.043945
	Iteration 23F: 3 clusters Score -117760.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (18383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Entering Unmasked Estep 
Score: -3875205.500000 Penalty: 2435.156982
	Iteration 0F: 2 clusters Score -3875206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3863708.250000 Penalty: 4870.313965
	Iteration 0F: 3 clusters Score -3863708 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3867931.000000 Penalty: 4870.313965
	Iteration 1F: 3 clusters Score -3867931 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3868314.750000 Penalty: 4870.313965
	Iteration 2F: 3 clusters Score -3868315 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3868603.500000 Penalty: 4870.313965
	Iteration 3Q: 3 clusters Score -3868604 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3868845.000000 Penalty: 4870.313965
	Iteration 4Q: 3 clusters Score -3868845 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3869058.500000 Penalty: 4870.313965
	Iteration 5Q: 3 clusters Score -3869058 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3869320.500000 Penalty: 4870.313965
	Iteration 6Q: 3 clusters Score -3869320 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3869637.000000 Penalty: 4870.313965
	Iteration 7Q: 3 clusters Score -3869637 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3869989.000000 Penalty: 4870.313965
	Iteration 8Q: 3 clusters Score -3869989 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3870342.250000 Penalty: 4870.313965
	Iteration 9F: 3 clusters Score -3870342 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3871045.500000 Penalty: 4870.313965
	Iteration 10F: 3 clusters Score -3871046 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3871641.000000 Penalty: 4870.313965
	Iteration 11F: 3 clusters Score -3871641 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3872092.500000 Penalty: 4870.313965
	Iteration 12Q: 3 clusters Score -3872092 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3872430.500000 Penalty: 4870.313965
	Iteration 13Q: 3 clusters Score -3872430 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -3872658.500000 Penalty: 4870.313965
	Iteration 14Q: 3 clusters Score -3872658 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3872819.250000 Penalty: 4870.313965
	Iteration 15Q: 3 clusters Score -3872819 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3872940.250000 Penalty: 4870.313965
	Iteration 16Q: 3 clusters Score -3872940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3872988.250000 Penalty: 4870.313965
	Iteration 17Q: 3 clusters Score -3872988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3873047.750000 Penalty: 4870.313965
	Iteration 18Q: 3 clusters Score -3873048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3873094.000000 Penalty: 4870.313965
	Iteration 19Q: 3 clusters Score -3873094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3873112.250000 Penalty: 4870.313965
	Iteration 20F: 3 clusters Score -3873112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3873125.250000 Penalty: 4870.313965
	Iteration 21Q: 3 clusters Score -3873125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3873154.250000 Penalty: 4870.313965
	Iteration 22Q: 3 clusters Score -3873154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3873155.750000 Penalty: 4870.313965
	Iteration 23Q: 3 clusters Score -3873156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3873168.250000 Penalty: 4870.313965
	Iteration 24Q: 3 clusters Score -3873168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3873172.750000 Penalty: 4870.313965
	Iteration 25Q: 3 clusters Score -3873173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3873181.500000 Penalty: 4870.313965
	Iteration 26Q: 3 clusters Score -3873182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3873183.750000 Penalty: 4870.313965
	Iteration 27Q: 3 clusters Score -3873184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3873194.500000 Penalty: 4870.313965
	Iteration 28Q: 3 clusters Score -3873194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3873198.750000 Penalty: 4870.313965
	Iteration 29Q: 3 clusters Score -3873199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3873196.000000 Penalty: 4870.313965
	Iteration 30Q: 3 clusters Score -3873196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3873196.750000 Penalty: 4870.313965
	Iteration 31Q: 3 clusters Score -3873197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3873198.500000 Penalty: 4870.313965
	Iteration 32Q: 3 clusters Score -3873198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3873195.500000 Penalty: 4870.313965
	Iteration 33Q: 3 clusters Score -3873196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3873195.500000 Penalty: 4870.313965
	Iteration 34F: 3 clusters Score -3873196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (29565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Entering Unmasked Estep 
Score: -5735705.000000 Penalty: 2552.998047
	Iteration 0F: 2 clusters Score -5735705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -5716230.000000 Penalty: 5105.996094
	Iteration 0F: 3 clusters Score -5716230 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -5723398.500000 Penalty: 5105.996094
	Iteration 1F: 3 clusters Score -5723398 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -5723777.500000 Penalty: 5105.996094
	Iteration 2Q: 3 clusters Score -5723778 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -5724141.500000 Penalty: 5105.996094
	Iteration 3Q: 3 clusters Score -5724142 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -5724402.500000 Penalty: 5105.996094
	Iteration 4Q: 3 clusters Score -5724402 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5724603.500000 Penalty: 5105.996094
	Iteration 5Q: 3 clusters Score -5724604 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5724835.000000 Penalty: 5105.996094
	Iteration 6Q: 3 clusters Score -5724835 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5725036.500000 Penalty: 5105.996094
	Iteration 7Q: 3 clusters Score -5725036 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -5725207.000000 Penalty: 5105.996094
	Iteration 8Q: 3 clusters Score -5725207 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5725402.000000 Penalty: 5105.996094
	Iteration 9Q: 3 clusters Score -5725402 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -5725704.500000 Penalty: 5105.996094
	Iteration 10Q: 3 clusters Score -5725704 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -5726044.000000 Penalty: 5105.996094
	Iteration 11Q: 3 clusters Score -5726044 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -5726560.000000 Penalty: 5105.996094
	Iteration 12Q: 3 clusters Score -5726560 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -5727309.000000 Penalty: 5105.996094
	Iteration 13Q: 3 clusters Score -5727309 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -5728203.500000 Penalty: 5105.996094
	Iteration 14Q: 3 clusters Score -5728204 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5729153.000000 Penalty: 5105.996094
	Iteration 15Q: 3 clusters Score -5729153 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5730119.500000 Penalty: 5105.996094
	Iteration 16Q: 3 clusters Score -5730120 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5730873.500000 Penalty: 5105.996094
	Iteration 17Q: 3 clusters Score -5730874 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5731435.500000 Penalty: 5105.996094
	Iteration 18Q: 3 clusters Score -5731436 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -5731801.500000 Penalty: 5105.996094
	Iteration 19Q: 3 clusters Score -5731802 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5732072.000000 Penalty: 5105.996094
	Iteration 20F: 3 clusters Score -5732072 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5732254.000000 Penalty: 5105.996094
	Iteration 21Q: 3 clusters Score -5732254 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -5732457.000000 Penalty: 5105.996094
	Iteration 22Q: 3 clusters Score -5732457 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5732635.000000 Penalty: 5105.996094
	Iteration 23Q: 3 clusters Score -5732635 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -5732774.000000 Penalty: 5105.996094
	Iteration 24Q: 3 clusters Score -5732774 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -5732918.000000 Penalty: 5105.996094
	Iteration 25Q: 3 clusters Score -5732918 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -5733087.500000 Penalty: 5105.996094
	Iteration 26Q: 3 clusters Score -5733088 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -5733204.500000 Penalty: 5105.996094
	Iteration 27Q: 3 clusters Score -5733204 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5733338.000000 Penalty: 5105.996094
	Iteration 28Q: 3 clusters Score -5733338 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -5733440.000000 Penalty: 5105.996094
	Iteration 29Q: 3 clusters Score -5733440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5733482.000000 Penalty: 5105.996094
	Iteration 30Q: 3 clusters Score -5733482 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5733541.000000 Penalty: 5105.996094
	Iteration 31Q: 3 clusters Score -5733541 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5733566.500000 Penalty: 5105.996094
	Iteration 32Q: 3 clusters Score -5733566 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5733607.500000 Penalty: 5105.996094
	Iteration 33Q: 3 clusters Score -5733608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5733605.500000 Penalty: 5105.996094
	Iteration 34Q: 3 clusters Score -5733606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5733614.500000 Penalty: 5105.996094
	Iteration 35Q: 3 clusters Score -5733614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5733630.500000 Penalty: 5105.996094
	Iteration 36Q: 3 clusters Score -5733630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -5733631.000000 Penalty: 5105.996094
	Iteration 37Q: 3 clusters Score -5733631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -5733641.500000 Penalty: 5105.996094
	Iteration 38Q: 3 clusters Score -5733642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5733654.000000 Penalty: 5105.996094
	Iteration 39Q: 3 clusters Score -5733654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5733687.500000 Penalty: 5105.996094
	Iteration 40F: 3 clusters Score -5733688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5733708.500000 Penalty: 5105.996094
	Iteration 41Q: 3 clusters Score -5733708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5733695.500000 Penalty: 5105.996094
	Iteration 42Q: 3 clusters Score -5733696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5733692.000000 Penalty: 5105.996094
	Iteration 43Q: 3 clusters Score -5733692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5733675.500000 Penalty: 5105.996094
	Iteration 44Q: 3 clusters Score -5733676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5733682.000000 Penalty: 5105.996094
	Iteration 45Q: 3 clusters Score -5733682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5733685.500000 Penalty: 5105.996094
	Iteration 46Q: 3 clusters Score -5733686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5733690.500000 Penalty: 5105.996094
	Iteration 47Q: 3 clusters Score -5733690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5733690.500000 Penalty: 5105.996094
	Iteration 48Q: 3 clusters Score -5733690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -5733683.000000 Penalty: 5105.996094
	Iteration 49Q: 3 clusters Score -5733683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5733710.000000 Penalty: 5105.996094
	Iteration 50Q: 3 clusters Score -5733710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5733713.500000 Penalty: 5105.996094
	Iteration 51Q: 3 clusters Score -5733714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5733699.000000 Penalty: 5105.996094
	Iteration 52Q: 3 clusters Score -5733699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5733700.000000 Penalty: 5105.996094
	Iteration 53Q: 3 clusters Score -5733700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5733718.500000 Penalty: 5105.996094
	Iteration 54Q: 3 clusters Score -5733718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5733723.000000 Penalty: 5105.996094
	Iteration 55Q: 3 clusters Score -5733723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -5733714.000000 Penalty: 5105.996094
	Iteration 56Q: 3 clusters Score -5733714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5733720.000000 Penalty: 5105.996094
	Iteration 57Q: 3 clusters Score -5733720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5733718.500000 Penalty: 5105.996094
	Iteration 58Q: 3 clusters Score -5733718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5733718.000000 Penalty: 5105.996094
	Iteration 59Q: 3 clusters Score -5733718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5733727.000000 Penalty: 5105.996094
	Iteration 60F: 3 clusters Score -5733727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -5733729.500000 Penalty: 5105.996094
	Iteration 61Q: 3 clusters Score -5733730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -5733728.000000 Penalty: 5105.996094
	Iteration 62Q: 3 clusters Score -5733728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5733722.000000 Penalty: 5105.996094
	Iteration 63Q: 3 clusters Score -5733722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -5733730.500000 Penalty: 5105.996094
	Iteration 64Q: 3 clusters Score -5733730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -5733728.500000 Penalty: 5105.996094
	Iteration 65Q: 3 clusters Score -5733728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5733733.000000 Penalty: 5105.996094
	Iteration 66Q: 3 clusters Score -5733733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5733735.000000 Penalty: 5105.996094
	Iteration 67Q: 3 clusters Score -5733735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5733730.000000 Penalty: 5105.996094
	Iteration 68Q: 3 clusters Score -5733730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -5733721.000000 Penalty: 5105.996094
	Iteration 69Q: 3 clusters Score -5733721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -5733718.500000 Penalty: 5105.996094
	Iteration 70Q: 3 clusters Score -5733718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5733716.000000 Penalty: 5105.996094
	Iteration 71Q: 3 clusters Score -5733716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5733715.000000 Penalty: 5105.996094
	Iteration 72Q: 3 clusters Score -5733715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5733704.000000 Penalty: 5105.996094
	Iteration 73Q: 3 clusters Score -5733704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5733703.500000 Penalty: 5105.996094
	Iteration 74Q: 3 clusters Score -5733704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -5733711.500000 Penalty: 5105.996094
	Iteration 75Q: 3 clusters Score -5733712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5733709.000000 Penalty: 5105.996094
	Iteration 76Q: 3 clusters Score -5733709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -5733715.000000 Penalty: 5105.996094
	Iteration 77Q: 3 clusters Score -5733715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -5733715.000000 Penalty: 5105.996094
	Iteration 78F: 3 clusters Score -5733715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (29326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Entering Unmasked Estep 
Score: -5692777.500000 Penalty: 2550.985107
	Iteration 0F: 2 clusters Score -5692778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -5673659.500000 Penalty: 5101.970215
	Iteration 0F: 3 clusters Score -5673660 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -5680722.000000 Penalty: 5101.970215
	Iteration 1F: 3 clusters Score -5680722 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -5681170.500000 Penalty: 5101.970215
	Iteration 2Q: 3 clusters Score -5681170 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -5681543.500000 Penalty: 5101.970215
	Iteration 3Q: 3 clusters Score -5681544 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5681861.000000 Penalty: 5101.970215
	Iteration 4Q: 3 clusters Score -5681861 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -5682198.500000 Penalty: 5101.970215
	Iteration 5Q: 3 clusters Score -5682198 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -5682547.500000 Penalty: 5101.970215
	Iteration 6Q: 3 clusters Score -5682548 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -5683089.500000 Penalty: 5101.970215
	Iteration 7Q: 3 clusters Score -5683090 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -5683875.000000 Penalty: 5101.970215
	Iteration 8F: 3 clusters Score -5683875 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -5684926.500000 Penalty: 5101.970215
	Iteration 9F: 3 clusters Score -5684926 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5686247.500000 Penalty: 5101.970215
	Iteration 10F: 3 clusters Score -5686248 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5687662.500000 Penalty: 5101.970215
	Iteration 11F: 3 clusters Score -5687662 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5688803.000000 Penalty: 5101.970215
	Iteration 12F: 3 clusters Score -5688803 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5689632.000000 Penalty: 5101.970215
	Iteration 13Q: 3 clusters Score -5689632 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5690070.000000 Penalty: 5101.970215
	Iteration 14Q: 3 clusters Score -5690070 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5690253.000000 Penalty: 5101.970215
	Iteration 15Q: 3 clusters Score -5690253 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5690365.000000 Penalty: 5101.970215
	Iteration 16Q: 3 clusters Score -5690365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5690435.500000 Penalty: 5101.970215
	Iteration 17Q: 3 clusters Score -5690436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5690495.500000 Penalty: 5101.970215
	Iteration 18Q: 3 clusters Score -5690496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5690509.000000 Penalty: 5101.970215
	Iteration 19Q: 3 clusters Score -5690509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5690538.000000 Penalty: 5101.970215
	Iteration 20F: 3 clusters Score -5690538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5690560.500000 Penalty: 5101.970215
	Iteration 21Q: 3 clusters Score -5690560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5690564.500000 Penalty: 5101.970215
	Iteration 22Q: 3 clusters Score -5690564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5690588.500000 Penalty: 5101.970215
	Iteration 23Q: 3 clusters Score -5690588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5690600.500000 Penalty: 5101.970215
	Iteration 24Q: 3 clusters Score -5690600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5690604.500000 Penalty: 5101.970215
	Iteration 25Q: 3 clusters Score -5690604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5690610.000000 Penalty: 5101.970215
	Iteration 26Q: 3 clusters Score -5690610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5690613.000000 Penalty: 5101.970215
	Iteration 27Q: 3 clusters Score -5690613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5690616.000000 Penalty: 5101.970215
	Iteration 28Q: 3 clusters Score -5690616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5690615.000000 Penalty: 5101.970215
	Iteration 29Q: 3 clusters Score -5690615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5690627.500000 Penalty: 5101.970215
	Iteration 30Q: 3 clusters Score -5690628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5690627.000000 Penalty: 5101.970215
	Iteration 31Q: 3 clusters Score -5690627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5690630.000000 Penalty: 5101.970215
	Iteration 32Q: 3 clusters Score -5690630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5690630.000000 Penalty: 5101.970215
	Iteration 33F: 3 clusters Score -5690630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -24215.677734 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -24215.68 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 123 members 
Entering Unmasked Estep 
Score: -23055.513672 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -23055.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23302.833984 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -23302.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23420.785156 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -23420.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23509.769531 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -23509.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23616.449219 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -23616.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23651.576172 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -23651.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23664.035156 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -23664.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23676.083984 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -23676.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23676.083984 Penalty: 2748.466797
	Iteration 8F: 3 clusters Score -23676.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (28231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Entering Unmasked Estep 
Score: -5495760.500000 Penalty: 2541.547607
	Iteration 0F: 2 clusters Score -5495760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5476970.000000 Penalty: 5083.095215
	Iteration 0F: 3 clusters Score -5476970 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -5483728.500000 Penalty: 5083.095215
	Iteration 1F: 3 clusters Score -5483728 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -5484199.000000 Penalty: 5083.095215
	Iteration 2Q: 3 clusters Score -5484199 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -5484640.000000 Penalty: 5083.095215
	Iteration 3Q: 3 clusters Score -5484640 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5485021.000000 Penalty: 5083.095215
	Iteration 4Q: 3 clusters Score -5485021 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -5485413.000000 Penalty: 5083.095215
	Iteration 5Q: 3 clusters Score -5485413 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5485806.000000 Penalty: 5083.095215
	Iteration 6Q: 3 clusters Score -5485806 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -5486296.000000 Penalty: 5083.095215
	Iteration 7Q: 3 clusters Score -5486296 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -5486926.500000 Penalty: 5083.095215
	Iteration 8Q: 3 clusters Score -5486926 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -5487691.000000 Penalty: 5083.095215
	Iteration 9Q: 3 clusters Score -5487691 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -5488632.000000 Penalty: 5083.095215
	Iteration 10Q: 3 clusters Score -5488632 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -5489657.500000 Penalty: 5083.095215
	Iteration 11Q: 3 clusters Score -5489658 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5490562.000000 Penalty: 5083.095215
	Iteration 12Q: 3 clusters Score -5490562 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5491216.500000 Penalty: 5083.095215
	Iteration 13Q: 3 clusters Score -5491216 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5491666.500000 Penalty: 5083.095215
	Iteration 14Q: 3 clusters Score -5491666 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5491950.500000 Penalty: 5083.095215
	Iteration 15Q: 3 clusters Score -5491950 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5492179.500000 Penalty: 5083.095215
	Iteration 16Q: 3 clusters Score -5492180 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5492393.500000 Penalty: 5083.095215
	Iteration 17Q: 3 clusters Score -5492394 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5492578.500000 Penalty: 5083.095215
	Iteration 18Q: 3 clusters Score -5492578 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -5492786.500000 Penalty: 5083.095215
	Iteration 19Q: 3 clusters Score -5492786 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5492959.500000 Penalty: 5083.095215
	Iteration 20F: 3 clusters Score -5492960 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5493069.500000 Penalty: 5083.095215
	Iteration 21Q: 3 clusters Score -5493070 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5493196.000000 Penalty: 5083.095215
	Iteration 22Q: 3 clusters Score -5493196 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5493281.000000 Penalty: 5083.095215
	Iteration 23Q: 3 clusters Score -5493281 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -5493329.500000 Penalty: 5083.095215
	Iteration 24Q: 3 clusters Score -5493330 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -5493385.500000 Penalty: 5083.095215
	Iteration 25Q: 3 clusters Score -5493386 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -5493416.500000 Penalty: 5083.095215
	Iteration 26Q: 3 clusters Score -5493416 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5493447.000000 Penalty: 5083.095215
	Iteration 27Q: 3 clusters Score -5493447 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5493473.000000 Penalty: 5083.095215
	Iteration 28Q: 3 clusters Score -5493473 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5493505.000000 Penalty: 5083.095215
	Iteration 29Q: 3 clusters Score -5493505 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -5493520.500000 Penalty: 5083.095215
	Iteration 30Q: 3 clusters Score -5493520 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -5493567.000000 Penalty: 5083.095215
	Iteration 31Q: 3 clusters Score -5493567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -5493588.000000 Penalty: 5083.095215
	Iteration 32Q: 3 clusters Score -5493588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -5493568.500000 Penalty: 5083.095215
	Iteration 33Q: 3 clusters Score -5493568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5493583.500000 Penalty: 5083.095215
	Iteration 34Q: 3 clusters Score -5493584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5493582.500000 Penalty: 5083.095215
	Iteration 35Q: 3 clusters Score -5493582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5493586.500000 Penalty: 5083.095215
	Iteration 36Q: 3 clusters Score -5493586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -5493582.500000 Penalty: 5083.095215
	Iteration 37Q: 3 clusters Score -5493582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -5493581.000000 Penalty: 5083.095215
	Iteration 38Q: 3 clusters Score -5493581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -5493580.500000 Penalty: 5083.095215
	Iteration 39Q: 3 clusters Score -5493580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -5493575.500000 Penalty: 5083.095215
	Iteration 40F: 3 clusters Score -5493576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5493556.000000 Penalty: 5083.095215
	Iteration 41Q: 3 clusters Score -5493556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5493556.500000 Penalty: 5083.095215
	Iteration 42Q: 3 clusters Score -5493556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -5493530.500000 Penalty: 5083.095215
	Iteration 43Q: 3 clusters Score -5493530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -5493532.000000 Penalty: 5083.095215
	Iteration 44Q: 3 clusters Score -5493532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -5493526.500000 Penalty: 5083.095215
	Iteration 45Q: 3 clusters Score -5493526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5493511.000000 Penalty: 5083.095215
	Iteration 46Q: 3 clusters Score -5493511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -5493527.000000 Penalty: 5083.095215
	Iteration 47Q: 3 clusters Score -5493527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -5493522.000000 Penalty: 5083.095215
	Iteration 48Q: 3 clusters Score -5493522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -5493512.000000 Penalty: 5083.095215
	Iteration 49Q: 3 clusters Score -5493512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -5493504.500000 Penalty: 5083.095215
	Iteration 50Q: 3 clusters Score -5493504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5493473.000000 Penalty: 5083.095215
	Iteration 51Q: 3 clusters Score -5493473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -5493460.500000 Penalty: 5083.095215
	Iteration 52Q: 3 clusters Score -5493460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5493434.000000 Penalty: 5083.095215
	Iteration 53Q: 3 clusters Score -5493434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -5493453.500000 Penalty: 5083.095215
	Iteration 54Q: 3 clusters Score -5493454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5493459.000000 Penalty: 5083.095215
	Iteration 55Q: 3 clusters Score -5493459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5493450.500000 Penalty: 5083.095215
	Iteration 56Q: 3 clusters Score -5493450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5493448.000000 Penalty: 5083.095215
	Iteration 57Q: 3 clusters Score -5493448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -5493463.000000 Penalty: 5083.095215
	Iteration 58Q: 3 clusters Score -5493463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -5493467.000000 Penalty: 5083.095215
	Iteration 59Q: 3 clusters Score -5493467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -5493450.000000 Penalty: 5083.095215
	Iteration 60F: 3 clusters Score -5493450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -5493462.000000 Penalty: 5083.095215
	Iteration 61Q: 3 clusters Score -5493462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -5493466.500000 Penalty: 5083.095215
	Iteration 62Q: 3 clusters Score -5493466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -5493456.500000 Penalty: 5083.095215
	Iteration 63Q: 3 clusters Score -5493456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -5493462.000000 Penalty: 5083.095215
	Iteration 64Q: 3 clusters Score -5493462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5493461.000000 Penalty: 5083.095215
	Iteration 65Q: 3 clusters Score -5493461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5493471.000000 Penalty: 5083.095215
	Iteration 66Q: 3 clusters Score -5493471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5493471.000000 Penalty: 5083.095215
	Iteration 67F: 3 clusters Score -5493471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Entering Unmasked Estep 
Score: -3688437.750000 Penalty: 2423.331543
	Iteration 0F: 2 clusters Score -3688438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3677359.250000 Penalty: 4846.663086
	Iteration 0F: 3 clusters Score -3677359 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3681178.750000 Penalty: 4846.663086
	Iteration 1F: 3 clusters Score -3681179 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3681498.000000 Penalty: 4846.663086
	Iteration 2F: 3 clusters Score -3681498 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3681746.750000 Penalty: 4846.663086
	Iteration 3Q: 3 clusters Score -3681747 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3681934.000000 Penalty: 4846.663086
	Iteration 4Q: 3 clusters Score -3681934 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3682093.250000 Penalty: 4846.663086
	Iteration 5Q: 3 clusters Score -3682093 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3682232.750000 Penalty: 4846.663086
	Iteration 6Q: 3 clusters Score -3682233 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3682330.750000 Penalty: 4846.663086
	Iteration 7Q: 3 clusters Score -3682331 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3682434.000000 Penalty: 4846.663086
	Iteration 8Q: 3 clusters Score -3682434 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3682515.000000 Penalty: 4846.663086
	Iteration 9Q: 3 clusters Score -3682515 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3682609.750000 Penalty: 4846.663086
	Iteration 10Q: 3 clusters Score -3682610 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3682698.500000 Penalty: 4846.663086
	Iteration 11Q: 3 clusters Score -3682698 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3682784.500000 Penalty: 4846.663086
	Iteration 12Q: 3 clusters Score -3682784 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3682884.750000 Penalty: 4846.663086
	Iteration 13Q: 3 clusters Score -3682885 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3683037.250000 Penalty: 4846.663086
	Iteration 14Q: 3 clusters Score -3683037 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3683230.000000 Penalty: 4846.663086
	Iteration 15Q: 3 clusters Score -3683230 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3683529.000000 Penalty: 4846.663086
	Iteration 16Q: 3 clusters Score -3683529 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3683893.750000 Penalty: 4846.663086
	Iteration 17Q: 3 clusters Score -3683894 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3684165.000000 Penalty: 4846.663086
	Iteration 18Q: 3 clusters Score -3684165 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3684742.250000 Penalty: 4846.663086
	Iteration 19F: 3 clusters Score -3684742 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3685147.750000 Penalty: 4846.663086
	Iteration 20F: 3 clusters Score -3685148 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3685525.500000 Penalty: 4846.663086
	Iteration 21Q: 3 clusters Score -3685526 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3685756.250000 Penalty: 4846.663086
	Iteration 22Q: 3 clusters Score -3685756 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3685900.750000 Penalty: 4846.663086
	Iteration 23Q: 3 clusters Score -3685901 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3685987.500000 Penalty: 4846.663086
	Iteration 24Q: 3 clusters Score -3685988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3686085.250000 Penalty: 4846.663086
	Iteration 25Q: 3 clusters Score -3686085 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3686138.000000 Penalty: 4846.663086
	Iteration 26Q: 3 clusters Score -3686138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3686202.250000 Penalty: 4846.663086
	Iteration 27Q: 3 clusters Score -3686202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3686256.000000 Penalty: 4846.663086
	Iteration 28Q: 3 clusters Score -3686256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3686299.750000 Penalty: 4846.663086
	Iteration 29Q: 3 clusters Score -3686300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3686337.000000 Penalty: 4846.663086
	Iteration 30Q: 3 clusters Score -3686337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3686367.750000 Penalty: 4846.663086
	Iteration 31Q: 3 clusters Score -3686368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3686380.250000 Penalty: 4846.663086
	Iteration 32Q: 3 clusters Score -3686380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3686384.500000 Penalty: 4846.663086
	Iteration 33Q: 3 clusters Score -3686384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3686398.250000 Penalty: 4846.663086
	Iteration 34Q: 3 clusters Score -3686398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3686413.750000 Penalty: 4846.663086
	Iteration 35Q: 3 clusters Score -3686414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3686428.000000 Penalty: 4846.663086
	Iteration 36Q: 3 clusters Score -3686428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3686425.750000 Penalty: 4846.663086
	Iteration 37Q: 3 clusters Score -3686426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3686424.500000 Penalty: 4846.663086
	Iteration 38Q: 3 clusters Score -3686424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3686429.750000 Penalty: 4846.663086
	Iteration 39Q: 3 clusters Score -3686430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3686431.500000 Penalty: 4846.663086
	Iteration 40F: 3 clusters Score -3686432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3686434.250000 Penalty: 4846.663086
	Iteration 41Q: 3 clusters Score -3686434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3686436.250000 Penalty: 4846.663086
	Iteration 42Q: 3 clusters Score -3686436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3686439.000000 Penalty: 4846.663086
	Iteration 43Q: 3 clusters Score -3686439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3686443.250000 Penalty: 4846.663086
	Iteration 44Q: 3 clusters Score -3686443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3686441.250000 Penalty: 4846.663086
	Iteration 45Q: 3 clusters Score -3686441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3686440.000000 Penalty: 4846.663086
	Iteration 46Q: 3 clusters Score -3686440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3686440.750000 Penalty: 4846.663086
	Iteration 47Q: 3 clusters Score -3686441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3686440.750000 Penalty: 4846.663086
	Iteration 48F: 3 clusters Score -3686441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (35244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Entering Unmasked Estep 
Score: -6763320.500000 Penalty: 2596.572510
	Iteration 0F: 2 clusters Score -6763320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -6740343.500000 Penalty: 5193.145020
	Iteration 0F: 3 clusters Score -6740344 nChanged 15909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -6748852.500000 Penalty: 5193.145020
	Iteration 1F: 3 clusters Score -6748852 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -6749241.500000 Penalty: 5193.145020
	Iteration 2Q: 3 clusters Score -6749242 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -6749613.000000 Penalty: 5193.145020
	Iteration 3Q: 3 clusters Score -6749613 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -6749907.500000 Penalty: 5193.145020
	Iteration 4Q: 3 clusters Score -6749908 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -6750226.000000 Penalty: 5193.145020
	Iteration 5Q: 3 clusters Score -6750226 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -6750639.000000 Penalty: 5193.145020
	Iteration 6Q: 3 clusters Score -6750639 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -6751152.000000 Penalty: 5193.145020
	Iteration 7Q: 3 clusters Score -6751152 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6751972.000000 Penalty: 5193.145020
	Iteration 8Q: 3 clusters Score -6751972 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -6753191.500000 Penalty: 5193.145020
	Iteration 9F: 3 clusters Score -6753192 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -6754693.500000 Penalty: 5193.145020
	Iteration 10F: 3 clusters Score -6754694 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -6756343.000000 Penalty: 5193.145020
	Iteration 11F: 3 clusters Score -6756343 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -6757833.000000 Penalty: 5193.145020
	Iteration 12F: 3 clusters Score -6757833 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -6758872.500000 Penalty: 5193.145020
	Iteration 13Q: 3 clusters Score -6758872 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -6759559.500000 Penalty: 5193.145020
	Iteration 14Q: 3 clusters Score -6759560 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -6760083.500000 Penalty: 5193.145020
	Iteration 15Q: 3 clusters Score -6760084 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -6760445.500000 Penalty: 5193.145020
	Iteration 16Q: 3 clusters Score -6760446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -6760677.000000 Penalty: 5193.145020
	Iteration 17Q: 3 clusters Score -6760677 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -6760847.000000 Penalty: 5193.145020
	Iteration 18Q: 3 clusters Score -6760847 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -6760963.000000 Penalty: 5193.145020
	Iteration 19Q: 3 clusters Score -6760963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -6761053.000000 Penalty: 5193.145020
	Iteration 20F: 3 clusters Score -6761053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -6761104.000000 Penalty: 5193.145020
	Iteration 21Q: 3 clusters Score -6761104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -6761119.000000 Penalty: 5193.145020
	Iteration 22Q: 3 clusters Score -6761119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6761132.500000 Penalty: 5193.145020
	Iteration 23Q: 3 clusters Score -6761132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6761136.000000 Penalty: 5193.145020
	Iteration 24Q: 3 clusters Score -6761136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -6761148.000000 Penalty: 5193.145020
	Iteration 25Q: 3 clusters Score -6761148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -6761143.000000 Penalty: 5193.145020
	Iteration 26Q: 3 clusters Score -6761143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -6761147.500000 Penalty: 5193.145020
	Iteration 27Q: 3 clusters Score -6761148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -6761146.000000 Penalty: 5193.145020
	Iteration 28Q: 3 clusters Score -6761146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -6761149.500000 Penalty: 5193.145020
	Iteration 29Q: 3 clusters Score -6761150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -6761146.500000 Penalty: 5193.145020
	Iteration 30Q: 3 clusters Score -6761146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -6761146.500000 Penalty: 5193.145020
	Iteration 31F: 3 clusters Score -6761146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5150 members 
Mstep: Class 8 contains 34365 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 18602 members 
Mstep: Class 13 contains 32250 members 
Mstep: Class 14 contains 31334 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6963 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 28271 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17241 members 
Mstep: Class 28 contains 26082 members 
Mstep: Class 29 contains 25133 members 
Mstep: Class 30 contains 3760 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24235 members 
Mstep: Class 33 contains 9406 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12561 members 
Mstep: Class 42 contains 28582 members 
Mstep: Class 43 contains 7460 members 
Mstep: Class 44 contains 59012 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14889 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19882 members 
Mstep: Class 52 contains 6388 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14848 members 
Mstep: Class 55 contains 28411 members 
Mstep: Class 56 contains 22148 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14621 members 
Mstep: Class 60 contains 32455 members 
Mstep: Class 61 contains 4770 members 
Mstep: Class 62 contains 15211 members 
Mstep: Class 63 contains 31004 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18383 members 
Mstep: Class 67 contains 29565 members 
Mstep: Class 68 contains 29326 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28231 members 
Mstep: Class 71 contains 17527 members 
Mstep: Class 72 contains 35244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376176.000000 Penalty: 243551.406250
Iteration 359Q: 73 clusters Score -1.613762e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5229 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5148 members 
Mstep: Class 8 contains 34381 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18604 members 
Mstep: Class 13 contains 32278 members 
Mstep: Class 14 contains 31321 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6961 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 28264 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17248 members 
Mstep: Class 28 contains 26103 members 
Mstep: Class 29 contains 25153 members 
Mstep: Class 30 contains 3760 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24242 members 
Mstep: Class 33 contains 9403 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12570 members 
Mstep: Class 42 contains 28579 members 
Mstep: Class 43 contains 7459 members 
Mstep: Class 44 contains 59019 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14889 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41384 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19868 members 
Mstep: Class 52 contains 6385 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14848 members 
Mstep: Class 55 contains 28411 members 
Mstep: Class 56 contains 22109 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14618 members 
Mstep: Class 60 contains 32441 members 
Mstep: Class 61 contains 4772 members 
Mstep: Class 62 contains 15194 members 
Mstep: Class 63 contains 31030 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18382 members 
Mstep: Class 67 contains 29566 members 
Mstep: Class 68 contains 29329 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28219 members 
Mstep: Class 71 contains 17540 members 
Mstep: Class 72 contains 35222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376304.000000 Penalty: 243551.406250
Iteration 360F: 73 clusters Score -1.613763e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 34382 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 13 contains 32316 members 
Mstep: Class 14 contains 31317 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6964 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 28255 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17248 members 
Mstep: Class 28 contains 26113 members 
Mstep: Class 29 contains 25188 members 
Mstep: Class 30 contains 3759 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24250 members 
Mstep: Class 33 contains 9400 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12584 members 
Mstep: Class 42 contains 28579 members 
Mstep: Class 43 contains 7458 members 
Mstep: Class 44 contains 59025 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14894 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41390 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19850 members 
Mstep: Class 52 contains 6382 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14847 members 
Mstep: Class 55 contains 28411 members 
Mstep: Class 56 contains 22066 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 32416 members 
Mstep: Class 61 contains 4771 members 
Mstep: Class 62 contains 15190 members 
Mstep: Class 63 contains 31042 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18377 members 
Mstep: Class 67 contains 29544 members 
Mstep: Class 68 contains 29329 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28213 members 
Mstep: Class 71 contains 17556 members 
Mstep: Class 72 contains 35202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375728.000000 Penalty: 243551.406250
Iteration 361Q: 73 clusters Score -1.613757e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5152 members 
Mstep: Class 8 contains 34384 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18637 members 
Mstep: Class 13 contains 32354 members 
Mstep: Class 14 contains 31306 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28254 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17248 members 
Mstep: Class 28 contains 26124 members 
Mstep: Class 29 contains 25228 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24249 members 
Mstep: Class 33 contains 9397 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12591 members 
Mstep: Class 42 contains 28581 members 
Mstep: Class 43 contains 7459 members 
Mstep: Class 44 contains 59028 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14894 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41390 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19822 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14853 members 
Mstep: Class 55 contains 28397 members 
Mstep: Class 56 contains 22022 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14604 members 
Mstep: Class 60 contains 32401 members 
Mstep: Class 61 contains 4768 members 
Mstep: Class 62 contains 15183 members 
Mstep: Class 63 contains 31067 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18374 members 
Mstep: Class 67 contains 29527 members 
Mstep: Class 68 contains 29323 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28231 members 
Mstep: Class 71 contains 17569 members 
Mstep: Class 72 contains 35188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375808.000000 Penalty: 243551.406250
Iteration 362Q: 73 clusters Score -1.613758e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5150 members 
Mstep: Class 8 contains 34378 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18648 members 
Mstep: Class 13 contains 32372 members 
Mstep: Class 14 contains 31297 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6961 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 28247 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17256 members 
Mstep: Class 28 contains 26120 members 
Mstep: Class 29 contains 25269 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24256 members 
Mstep: Class 33 contains 9393 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12600 members 
Mstep: Class 42 contains 28579 members 
Mstep: Class 43 contains 7460 members 
Mstep: Class 44 contains 59026 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14891 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19804 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14849 members 
Mstep: Class 55 contains 28395 members 
Mstep: Class 56 contains 22009 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14601 members 
Mstep: Class 60 contains 32388 members 
Mstep: Class 61 contains 4766 members 
Mstep: Class 62 contains 15174 members 
Mstep: Class 63 contains 31062 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18355 members 
Mstep: Class 67 contains 29526 members 
Mstep: Class 68 contains 29322 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28246 members 
Mstep: Class 71 contains 17597 members 
Mstep: Class 72 contains 35182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375584.000000 Penalty: 243551.406250
Iteration 363Q: 73 clusters Score -1.613756e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5229 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5148 members 
Mstep: Class 8 contains 34370 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18659 members 
Mstep: Class 13 contains 32381 members 
Mstep: Class 14 contains 31288 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28245 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17256 members 
Mstep: Class 28 contains 26110 members 
Mstep: Class 29 contains 25304 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24264 members 
Mstep: Class 33 contains 9388 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12608 members 
Mstep: Class 42 contains 28578 members 
Mstep: Class 43 contains 7459 members 
Mstep: Class 44 contains 59027 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14897 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19800 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14849 members 
Mstep: Class 55 contains 28407 members 
Mstep: Class 56 contains 21990 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14604 members 
Mstep: Class 60 contains 32383 members 
Mstep: Class 61 contains 4764 members 
Mstep: Class 62 contains 15158 members 
Mstep: Class 63 contains 31054 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18344 members 
Mstep: Class 67 contains 29533 members 
Mstep: Class 68 contains 29316 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28254 members 
Mstep: Class 71 contains 17619 members 
Mstep: Class 72 contains 35170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375664.000000 Penalty: 243551.406250
Iteration 364Q: 73 clusters Score -1.613757e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5229 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 34366 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18666 members 
Mstep: Class 13 contains 32377 members 
Mstep: Class 14 contains 31266 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 28243 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17258 members 
Mstep: Class 28 contains 26113 members 
Mstep: Class 29 contains 25352 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24265 members 
Mstep: Class 33 contains 9387 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12613 members 
Mstep: Class 42 contains 28573 members 
Mstep: Class 43 contains 7458 members 
Mstep: Class 44 contains 59022 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14902 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41398 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19801 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14849 members 
Mstep: Class 55 contains 28403 members 
Mstep: Class 56 contains 21966 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14595 members 
Mstep: Class 60 contains 32383 members 
Mstep: Class 61 contains 4763 members 
Mstep: Class 62 contains 15140 members 
Mstep: Class 63 contains 31043 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18336 members 
Mstep: Class 67 contains 29555 members 
Mstep: Class 68 contains 29316 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28254 members 
Mstep: Class 71 contains 17647 members 
Mstep: Class 72 contains 35165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375696.000000 Penalty: 243551.406250
Iteration 365Q: 73 clusters Score -1.613757e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5229 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 34360 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18678 members 
Mstep: Class 13 contains 32381 members 
Mstep: Class 14 contains 31262 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 28242 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17263 members 
Mstep: Class 28 contains 26106 members 
Mstep: Class 29 contains 25398 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24266 members 
Mstep: Class 33 contains 9387 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12620 members 
Mstep: Class 42 contains 28567 members 
Mstep: Class 43 contains 7456 members 
Mstep: Class 44 contains 59016 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14900 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41403 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19804 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14849 members 
Mstep: Class 55 contains 28395 members 
Mstep: Class 56 contains 21931 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14596 members 
Mstep: Class 60 contains 32385 members 
Mstep: Class 61 contains 4762 members 
Mstep: Class 62 contains 15110 members 
Mstep: Class 63 contains 31046 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18329 members 
Mstep: Class 67 contains 29570 members 
Mstep: Class 68 contains 29315 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28262 members 
Mstep: Class 71 contains 17656 members 
Mstep: Class 72 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375696.000000 Penalty: 243551.406250
Iteration 366Q: 73 clusters Score -1.613757e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5145 members 
Mstep: Class 8 contains 34350 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18680 members 
Mstep: Class 13 contains 32392 members 
Mstep: Class 14 contains 31253 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 28236 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 26089 members 
Mstep: Class 29 contains 25440 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24271 members 
Mstep: Class 33 contains 9384 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12622 members 
Mstep: Class 42 contains 28559 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59016 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14904 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41402 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19801 members 
Mstep: Class 52 contains 6366 members 
Mstep: Class 53 contains 3063 members 
Mstep: Class 54 contains 14846 members 
Mstep: Class 55 contains 28403 members 
Mstep: Class 56 contains 21879 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14601 members 
Mstep: Class 60 contains 32374 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 15097 members 
Mstep: Class 63 contains 31082 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18327 members 
Mstep: Class 67 contains 29582 members 
Mstep: Class 68 contains 29311 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28266 members 
Mstep: Class 71 contains 17673 members 
Mstep: Class 72 contains 35171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375680.000000 Penalty: 243551.406250
Iteration 367Q: 73 clusters Score -1.613757e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 8 contains 34339 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18694 members 
Mstep: Class 13 contains 32404 members 
Mstep: Class 14 contains 31243 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28235 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17265 members 
Mstep: Class 28 contains 26074 members 
Mstep: Class 29 contains 25497 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24276 members 
Mstep: Class 33 contains 9383 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12621 members 
Mstep: Class 42 contains 28566 members 
Mstep: Class 43 contains 7456 members 
Mstep: Class 44 contains 59018 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14900 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41401 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19807 members 
Mstep: Class 52 contains 6365 members 
Mstep: Class 53 contains 3063 members 
Mstep: Class 54 contains 14842 members 
Mstep: Class 55 contains 28403 members 
Mstep: Class 56 contains 21837 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14601 members 
Mstep: Class 60 contains 32367 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 15078 members 
Mstep: Class 63 contains 31101 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18315 members 
Mstep: Class 67 contains 29591 members 
Mstep: Class 68 contains 29302 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28263 members 
Mstep: Class 71 contains 17696 members 
Mstep: Class 72 contains 35162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375760.000000 Penalty: 243551.406250
Iteration 368Q: 73 clusters Score -1.613758e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5142 members 
Mstep: Class 8 contains 34331 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 18711 members 
Mstep: Class 13 contains 32412 members 
Mstep: Class 14 contains 31236 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28235 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17268 members 
Mstep: Class 28 contains 26077 members 
Mstep: Class 29 contains 25537 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24279 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12620 members 
Mstep: Class 42 contains 28561 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59019 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14902 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41400 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19805 members 
Mstep: Class 52 contains 6364 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14843 members 
Mstep: Class 55 contains 28398 members 
Mstep: Class 56 contains 21813 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14604 members 
Mstep: Class 60 contains 32353 members 
Mstep: Class 61 contains 4760 members 
Mstep: Class 62 contains 15064 members 
Mstep: Class 63 contains 31117 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18304 members 
Mstep: Class 67 contains 29609 members 
Mstep: Class 68 contains 29294 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28261 members 
Mstep: Class 71 contains 17703 members 
Mstep: Class 72 contains 35154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375616.000000 Penalty: 243551.406250
Iteration 369Q: 73 clusters Score -1.613756e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 34332 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18735 members 
Mstep: Class 13 contains 32419 members 
Mstep: Class 14 contains 31216 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15594 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 28234 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17256 members 
Mstep: Class 28 contains 26072 members 
Mstep: Class 29 contains 25570 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24270 members 
Mstep: Class 33 contains 9381 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12614 members 
Mstep: Class 42 contains 28558 members 
Mstep: Class 43 contains 7458 members 
Mstep: Class 44 contains 59019 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14900 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41402 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19817 members 
Mstep: Class 52 contains 6364 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14847 members 
Mstep: Class 55 contains 28382 members 
Mstep: Class 56 contains 21786 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32364 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 15050 members 
Mstep: Class 63 contains 31139 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18301 members 
Mstep: Class 67 contains 29627 members 
Mstep: Class 68 contains 29282 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28263 members 
Mstep: Class 71 contains 17705 members 
Mstep: Class 72 contains 35144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375536.000000 Penalty: 243551.406250
Iteration 370Q: 73 clusters Score -1.613755e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5138 members 
Mstep: Class 8 contains 34329 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18744 members 
Mstep: Class 13 contains 32423 members 
Mstep: Class 14 contains 31202 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15586 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 28238 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17246 members 
Mstep: Class 28 contains 26054 members 
Mstep: Class 29 contains 25589 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24268 members 
Mstep: Class 33 contains 9383 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12619 members 
Mstep: Class 42 contains 28547 members 
Mstep: Class 43 contains 7457 members 
Mstep: Class 44 contains 59015 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14893 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41397 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19829 members 
Mstep: Class 52 contains 6365 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28381 members 
Mstep: Class 56 contains 21770 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14609 members 
Mstep: Class 60 contains 32375 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 15043 members 
Mstep: Class 63 contains 31169 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18305 members 
Mstep: Class 67 contains 29648 members 
Mstep: Class 68 contains 29272 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28272 members 
Mstep: Class 71 contains 17708 members 
Mstep: Class 72 contains 35135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375456.000000 Penalty: 243551.406250
Iteration 371Q: 73 clusters Score -1.613755e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5138 members 
Mstep: Class 8 contains 34332 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 18772 members 
Mstep: Class 13 contains 32423 members 
Mstep: Class 14 contains 31182 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15585 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 28237 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17234 members 
Mstep: Class 28 contains 26048 members 
Mstep: Class 29 contains 25609 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24265 members 
Mstep: Class 33 contains 9384 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12619 members 
Mstep: Class 42 contains 28544 members 
Mstep: Class 43 contains 7457 members 
Mstep: Class 44 contains 59009 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14888 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41396 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19832 members 
Mstep: Class 52 contains 6366 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14836 members 
Mstep: Class 55 contains 28394 members 
Mstep: Class 56 contains 21743 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14604 members 
Mstep: Class 60 contains 32393 members 
Mstep: Class 61 contains 4762 members 
Mstep: Class 62 contains 15044 members 
Mstep: Class 63 contains 31185 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18299 members 
Mstep: Class 67 contains 29665 members 
Mstep: Class 68 contains 29268 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28269 members 
Mstep: Class 71 contains 17708 members 
Mstep: Class 72 contains 35126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375520.000000 Penalty: 243551.406250
Iteration 372Q: 73 clusters Score -1.613755e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5137 members 
Mstep: Class 8 contains 34330 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 18792 members 
Mstep: Class 13 contains 32423 members 
Mstep: Class 14 contains 31170 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28234 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17223 members 
Mstep: Class 28 contains 26041 members 
Mstep: Class 29 contains 25650 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24265 members 
Mstep: Class 33 contains 9384 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12620 members 
Mstep: Class 42 contains 28552 members 
Mstep: Class 43 contains 7455 members 
Mstep: Class 44 contains 59008 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14894 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41396 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19829 members 
Mstep: Class 52 contains 6367 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14831 members 
Mstep: Class 55 contains 28395 members 
Mstep: Class 56 contains 21704 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14602 members 
Mstep: Class 60 contains 32387 members 
Mstep: Class 61 contains 4762 members 
Mstep: Class 62 contains 15049 members 
Mstep: Class 63 contains 31198 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18295 members 
Mstep: Class 67 contains 29679 members 
Mstep: Class 68 contains 29262 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28269 members 
Mstep: Class 71 contains 17713 members 
Mstep: Class 72 contains 35119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375520.000000 Penalty: 243551.406250
Iteration 373Q: 73 clusters Score -1.613755e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5138 members 
Mstep: Class 8 contains 34328 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18808 members 
Mstep: Class 13 contains 32424 members 
Mstep: Class 14 contains 31162 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5035 members 
Mstep: Class 24 contains 28234 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17217 members 
Mstep: Class 28 contains 26019 members 
Mstep: Class 29 contains 25693 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24266 members 
Mstep: Class 33 contains 9384 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12621 members 
Mstep: Class 42 contains 28559 members 
Mstep: Class 43 contains 7453 members 
Mstep: Class 44 contains 59009 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14892 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19822 members 
Mstep: Class 52 contains 6367 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14828 members 
Mstep: Class 55 contains 28399 members 
Mstep: Class 56 contains 21672 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14604 members 
Mstep: Class 60 contains 32376 members 
Mstep: Class 61 contains 4762 members 
Mstep: Class 62 contains 15048 members 
Mstep: Class 63 contains 31210 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18300 members 
Mstep: Class 67 contains 29693 members 
Mstep: Class 68 contains 29264 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28272 members 
Mstep: Class 71 contains 17712 members 
Mstep: Class 72 contains 35114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375664.000000 Penalty: 243551.406250
Iteration 374Q: 73 clusters Score -1.613757e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 34335 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 18817 members 
Mstep: Class 13 contains 32436 members 
Mstep: Class 14 contains 31158 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5035 members 
Mstep: Class 24 contains 28233 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17220 members 
Mstep: Class 28 contains 26016 members 
Mstep: Class 29 contains 25731 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9385 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12624 members 
Mstep: Class 42 contains 28551 members 
Mstep: Class 43 contains 7453 members 
Mstep: Class 44 contains 59006 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14888 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19821 members 
Mstep: Class 52 contains 6366 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14821 members 
Mstep: Class 55 contains 28382 members 
Mstep: Class 56 contains 21636 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14607 members 
Mstep: Class 60 contains 32371 members 
Mstep: Class 61 contains 4762 members 
Mstep: Class 62 contains 15043 members 
Mstep: Class 63 contains 31213 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18304 members 
Mstep: Class 67 contains 29691 members 
Mstep: Class 68 contains 29263 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28302 members 
Mstep: Class 71 contains 17709 members 
Mstep: Class 72 contains 35104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375728.000000 Penalty: 243551.406250
Iteration 375Q: 73 clusters Score -1.613757e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 34350 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 18831 members 
Mstep: Class 13 contains 32439 members 
Mstep: Class 14 contains 31142 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15572 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 28230 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17217 members 
Mstep: Class 28 contains 26017 members 
Mstep: Class 29 contains 25760 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24269 members 
Mstep: Class 33 contains 9385 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12629 members 
Mstep: Class 42 contains 28536 members 
Mstep: Class 43 contains 7453 members 
Mstep: Class 44 contains 59003 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14882 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19819 members 
Mstep: Class 52 contains 6366 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14818 members 
Mstep: Class 55 contains 28382 members 
Mstep: Class 56 contains 21611 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14606 members 
Mstep: Class 60 contains 32374 members 
Mstep: Class 61 contains 4763 members 
Mstep: Class 62 contains 15041 members 
Mstep: Class 63 contains 31222 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18307 members 
Mstep: Class 67 contains 29697 members 
Mstep: Class 68 contains 29262 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28317 members 
Mstep: Class 71 contains 17705 members 
Mstep: Class 72 contains 35094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375872.000000 Penalty: 243551.406250
Iteration 376Q: 73 clusters Score -1.613759e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 34361 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 18846 members 
Mstep: Class 13 contains 32433 members 
Mstep: Class 14 contains 31125 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15575 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5037 members 
Mstep: Class 24 contains 28227 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17214 members 
Mstep: Class 28 contains 26009 members 
Mstep: Class 29 contains 25803 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24264 members 
Mstep: Class 33 contains 9385 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12629 members 
Mstep: Class 42 contains 28528 members 
Mstep: Class 43 contains 7454 members 
Mstep: Class 44 contains 59003 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14881 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41373 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19816 members 
Mstep: Class 52 contains 6367 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14813 members 
Mstep: Class 55 contains 28387 members 
Mstep: Class 56 contains 21570 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14607 members 
Mstep: Class 60 contains 32359 members 
Mstep: Class 61 contains 4763 members 
Mstep: Class 62 contains 15040 members 
Mstep: Class 63 contains 31246 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18308 members 
Mstep: Class 67 contains 29710 members 
Mstep: Class 68 contains 29257 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28322 members 
Mstep: Class 71 contains 17707 members 
Mstep: Class 72 contains 35094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375872.000000 Penalty: 243551.406250
Iteration 377Q: 73 clusters Score -1.613759e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5138 members 
Mstep: Class 8 contains 34393 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18858 members 
Mstep: Class 13 contains 32426 members 
Mstep: Class 14 contains 31107 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15582 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 28228 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17213 members 
Mstep: Class 28 contains 25988 members 
Mstep: Class 29 contains 25847 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24265 members 
Mstep: Class 33 contains 9383 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12629 members 
Mstep: Class 42 contains 28527 members 
Mstep: Class 43 contains 7454 members 
Mstep: Class 44 contains 59001 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14880 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41369 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19812 members 
Mstep: Class 52 contains 6371 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14810 members 
Mstep: Class 55 contains 28387 members 
Mstep: Class 56 contains 21534 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14608 members 
Mstep: Class 60 contains 32343 members 
Mstep: Class 61 contains 4764 members 
Mstep: Class 62 contains 15035 members 
Mstep: Class 63 contains 31269 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18312 members 
Mstep: Class 67 contains 29713 members 
Mstep: Class 68 contains 29257 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28329 members 
Mstep: Class 71 contains 17705 members 
Mstep: Class 72 contains 35077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375744.000000 Penalty: 243551.406250
Iteration 378Q: 73 clusters Score -1.613757e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 34427 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18877 members 
Mstep: Class 13 contains 32420 members 
Mstep: Class 14 contains 31104 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15574 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 28227 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17210 members 
Mstep: Class 28 contains 25973 members 
Mstep: Class 29 contains 25894 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9384 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12630 members 
Mstep: Class 42 contains 28524 members 
Mstep: Class 43 contains 7454 members 
Mstep: Class 44 contains 59001 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14883 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41367 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19812 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14807 members 
Mstep: Class 55 contains 28409 members 
Mstep: Class 56 contains 21496 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14605 members 
Mstep: Class 60 contains 32324 members 
Mstep: Class 61 contains 4764 members 
Mstep: Class 62 contains 15030 members 
Mstep: Class 63 contains 31271 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18314 members 
Mstep: Class 67 contains 29716 members 
Mstep: Class 68 contains 29246 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28331 members 
Mstep: Class 71 contains 17707 members 
Mstep: Class 72 contains 35055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375824.000000 Penalty: 243551.406250
Iteration 379Q: 73 clusters Score -1.613758e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5137 members 
Mstep: Class 8 contains 34443 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18887 members 
Mstep: Class 13 contains 32417 members 
Mstep: Class 14 contains 31103 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15570 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 28222 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17207 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 25922 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24266 members 
Mstep: Class 33 contains 9384 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12633 members 
Mstep: Class 42 contains 28522 members 
Mstep: Class 43 contains 7453 members 
Mstep: Class 44 contains 59002 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14888 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41363 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19803 members 
Mstep: Class 52 contains 6369 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14809 members 
Mstep: Class 55 contains 28416 members 
Mstep: Class 56 contains 21482 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32307 members 
Mstep: Class 61 contains 4763 members 
Mstep: Class 62 contains 15022 members 
Mstep: Class 63 contains 31277 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18313 members 
Mstep: Class 67 contains 29721 members 
Mstep: Class 68 contains 29238 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28328 members 
Mstep: Class 71 contains 17713 members 
Mstep: Class 72 contains 35049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375904.000000 Penalty: 243551.406250
Iteration 380F: 73 clusters Score -1.613759e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 34450 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18901 members 
Mstep: Class 13 contains 32409 members 
Mstep: Class 14 contains 31086 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15569 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5037 members 
Mstep: Class 24 contains 28219 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17195 members 
Mstep: Class 28 contains 25962 members 
Mstep: Class 29 contains 25945 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24264 members 
Mstep: Class 33 contains 9384 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12629 members 
Mstep: Class 42 contains 28515 members 
Mstep: Class 43 contains 7452 members 
Mstep: Class 44 contains 59003 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14894 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41363 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19799 members 
Mstep: Class 52 contains 6368 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14812 members 
Mstep: Class 55 contains 28418 members 
Mstep: Class 56 contains 21471 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14612 members 
Mstep: Class 60 contains 32296 members 
Mstep: Class 61 contains 4763 members 
Mstep: Class 62 contains 15018 members 
Mstep: Class 63 contains 31302 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18309 members 
Mstep: Class 67 contains 29727 members 
Mstep: Class 68 contains 29238 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28327 members 
Mstep: Class 71 contains 17724 members 
Mstep: Class 72 contains 35048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375984.000000 Penalty: 243551.406250
Iteration 381Q: 73 clusters Score -1.61376e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 34456 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18912 members 
Mstep: Class 13 contains 32413 members 
Mstep: Class 14 contains 31067 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 28217 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17189 members 
Mstep: Class 28 contains 25954 members 
Mstep: Class 29 contains 25961 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24263 members 
Mstep: Class 33 contains 9382 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12629 members 
Mstep: Class 42 contains 28513 members 
Mstep: Class 43 contains 7451 members 
Mstep: Class 44 contains 59000 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14898 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41363 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19798 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14812 members 
Mstep: Class 55 contains 28416 members 
Mstep: Class 56 contains 21463 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14608 members 
Mstep: Class 60 contains 32301 members 
Mstep: Class 61 contains 4764 members 
Mstep: Class 62 contains 15021 members 
Mstep: Class 63 contains 31322 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18295 members 
Mstep: Class 67 contains 29730 members 
Mstep: Class 68 contains 29236 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28323 members 
Mstep: Class 71 contains 17734 members 
Mstep: Class 72 contains 35045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376048.000000 Penalty: 243551.406250
Iteration 382Q: 73 clusters Score -1.61376e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5135 members 
Mstep: Class 8 contains 34456 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18914 members 
Mstep: Class 13 contains 32416 members 
Mstep: Class 14 contains 31054 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15567 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5039 members 
Mstep: Class 24 contains 28210 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17183 members 
Mstep: Class 28 contains 25958 members 
Mstep: Class 29 contains 25981 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24259 members 
Mstep: Class 33 contains 9381 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12629 members 
Mstep: Class 42 contains 28517 members 
Mstep: Class 43 contains 7451 members 
Mstep: Class 44 contains 59001 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14888 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41365 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19789 members 
Mstep: Class 52 contains 6371 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14809 members 
Mstep: Class 55 contains 28412 members 
Mstep: Class 56 contains 21434 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14609 members 
Mstep: Class 60 contains 32306 members 
Mstep: Class 61 contains 4764 members 
Mstep: Class 62 contains 15028 members 
Mstep: Class 63 contains 31338 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18295 members 
Mstep: Class 67 contains 29733 members 
Mstep: Class 68 contains 29238 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28327 members 
Mstep: Class 71 contains 17748 members 
Mstep: Class 72 contains 35043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375984.000000 Penalty: 243551.406250
Iteration 383Q: 73 clusters Score -1.61376e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5138 members 
Mstep: Class 8 contains 34455 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 18926 members 
Mstep: Class 13 contains 32424 members 
Mstep: Class 14 contains 31047 members 
Mstep: Class 15 contains 6418 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 28207 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 17175 members 
Mstep: Class 28 contains 25941 members 
Mstep: Class 29 contains 26001 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24259 members 
Mstep: Class 33 contains 9378 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2893 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12632 members 
Mstep: Class 42 contains 28519 members 
Mstep: Class 43 contains 7450 members 
Mstep: Class 44 contains 59000 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14885 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41370 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19780 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14809 members 
Mstep: Class 55 contains 28421 members 
Mstep: Class 56 contains 21396 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14612 members 
Mstep: Class 60 contains 32308 members 
Mstep: Class 61 contains 4764 members 
Mstep: Class 62 contains 15034 members 
Mstep: Class 63 contains 31356 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18288 members 
Mstep: Class 67 contains 29731 members 
Mstep: Class 68 contains 29232 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28332 members 
Mstep: Class 71 contains 17756 members 
Mstep: Class 72 contains 35041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376016.000000 Penalty: 243551.406250
Iteration 384Q: 73 clusters Score -1.61376e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5135 members 
Mstep: Class 8 contains 34450 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18936 members 
Mstep: Class 13 contains 32431 members 
Mstep: Class 14 contains 31035 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15570 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 28200 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17168 members 
Mstep: Class 28 contains 25936 members 
Mstep: Class 29 contains 26029 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24262 members 
Mstep: Class 33 contains 9374 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12628 members 
Mstep: Class 42 contains 28523 members 
Mstep: Class 43 contains 7451 members 
Mstep: Class 44 contains 58999 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14886 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19769 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14816 members 
Mstep: Class 55 contains 28432 members 
Mstep: Class 56 contains 21354 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14613 members 
Mstep: Class 60 contains 32321 members 
Mstep: Class 61 contains 4763 members 
Mstep: Class 62 contains 15036 members 
Mstep: Class 63 contains 31372 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18282 members 
Mstep: Class 67 contains 29728 members 
Mstep: Class 68 contains 29222 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28336 members 
Mstep: Class 71 contains 17767 members 
Mstep: Class 72 contains 35041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375856.000000 Penalty: 243551.406250
Iteration 385Q: 73 clusters Score -1.613759e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5132 members 
Mstep: Class 8 contains 34450 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 18943 members 
Mstep: Class 13 contains 32426 members 
Mstep: Class 14 contains 31012 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15567 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 28195 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17163 members 
Mstep: Class 28 contains 25922 members 
Mstep: Class 29 contains 26071 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24264 members 
Mstep: Class 33 contains 9366 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12634 members 
Mstep: Class 42 contains 28529 members 
Mstep: Class 43 contains 7450 members 
Mstep: Class 44 contains 59000 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14887 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41376 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19759 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14816 members 
Mstep: Class 55 contains 28450 members 
Mstep: Class 56 contains 21322 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 32338 members 
Mstep: Class 61 contains 4762 members 
Mstep: Class 62 contains 15030 members 
Mstep: Class 63 contains 31368 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18280 members 
Mstep: Class 67 contains 29735 members 
Mstep: Class 68 contains 29226 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28339 members 
Mstep: Class 71 contains 17769 members 
Mstep: Class 72 contains 35044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376048.000000 Penalty: 243551.406250
Iteration 386Q: 73 clusters Score -1.61376e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 34448 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 18960 members 
Mstep: Class 13 contains 32428 members 
Mstep: Class 14 contains 30995 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 28189 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17147 members 
Mstep: Class 28 contains 25908 members 
Mstep: Class 29 contains 26107 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24269 members 
Mstep: Class 33 contains 9363 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12636 members 
Mstep: Class 42 contains 28523 members 
Mstep: Class 43 contains 7448 members 
Mstep: Class 44 contains 59000 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14894 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2441 members 
Mstep: Class 51 contains 19749 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14817 members 
Mstep: Class 55 contains 28470 members 
Mstep: Class 56 contains 21290 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 32330 members 
Mstep: Class 61 contains 4763 members 
Mstep: Class 62 contains 15035 members 
Mstep: Class 63 contains 31366 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18288 members 
Mstep: Class 67 contains 29745 members 
Mstep: Class 68 contains 29225 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28346 members 
Mstep: Class 71 contains 17771 members 
Mstep: Class 72 contains 35046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376496.000000 Penalty: 243551.406250
Iteration 387Q: 73 clusters Score -1.613765e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5130 members 
Mstep: Class 8 contains 34450 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18977 members 
Mstep: Class 13 contains 32425 members 
Mstep: Class 14 contains 30976 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15555 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 28187 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17143 members 
Mstep: Class 28 contains 25904 members 
Mstep: Class 29 contains 26133 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24270 members 
Mstep: Class 33 contains 9365 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12633 members 
Mstep: Class 42 contains 28526 members 
Mstep: Class 43 contains 7448 members 
Mstep: Class 44 contains 58997 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14902 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19740 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14816 members 
Mstep: Class 55 contains 28482 members 
Mstep: Class 56 contains 21271 members 
Mstep: Class 57 contains 1998 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14615 members 
Mstep: Class 60 contains 32335 members 
Mstep: Class 61 contains 4764 members 
Mstep: Class 62 contains 15030 members 
Mstep: Class 63 contains 31361 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18292 members 
Mstep: Class 67 contains 29746 members 
Mstep: Class 68 contains 29226 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28341 members 
Mstep: Class 71 contains 17774 members 
Mstep: Class 72 contains 35047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376272.000000 Penalty: 243551.406250
Iteration 388Q: 73 clusters Score -1.613763e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5130 members 
Mstep: Class 8 contains 34452 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18984 members 
Mstep: Class 13 contains 32423 members 
Mstep: Class 14 contains 30956 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15551 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 28179 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17130 members 
Mstep: Class 28 contains 25904 members 
Mstep: Class 29 contains 26152 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24272 members 
Mstep: Class 33 contains 9364 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2894 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12631 members 
Mstep: Class 42 contains 28524 members 
Mstep: Class 43 contains 7448 members 
Mstep: Class 44 contains 59002 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14905 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19748 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14819 members 
Mstep: Class 55 contains 28490 members 
Mstep: Class 56 contains 21251 members 
Mstep: Class 57 contains 1998 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14614 members 
Mstep: Class 60 contains 32349 members 
Mstep: Class 61 contains 4765 members 
Mstep: Class 62 contains 15022 members 
Mstep: Class 63 contains 31359 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18295 members 
Mstep: Class 67 contains 29755 members 
Mstep: Class 68 contains 29226 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28340 members 
Mstep: Class 71 contains 17775 members 
Mstep: Class 72 contains 35050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376224.000000 Penalty: 243551.406250
Iteration 389Q: 73 clusters Score -1.613762e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5129 members 
Mstep: Class 8 contains 34454 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 12 contains 18987 members 
Mstep: Class 13 contains 32425 members 
Mstep: Class 14 contains 30953 members 
Mstep: Class 15 contains 6407 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15555 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 28174 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17119 members 
Mstep: Class 28 contains 25887 members 
Mstep: Class 29 contains 26169 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24271 members 
Mstep: Class 33 contains 9363 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12636 members 
Mstep: Class 42 contains 28528 members 
Mstep: Class 43 contains 7448 members 
Mstep: Class 44 contains 58998 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14902 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19764 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14815 members 
Mstep: Class 55 contains 28508 members 
Mstep: Class 56 contains 21241 members 
Mstep: Class 57 contains 1998 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 32347 members 
Mstep: Class 61 contains 4765 members 
Mstep: Class 62 contains 15007 members 
Mstep: Class 63 contains 31370 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18296 members 
Mstep: Class 67 contains 29759 members 
Mstep: Class 68 contains 29219 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28330 members 
Mstep: Class 71 contains 17778 members 
Mstep: Class 72 contains 35051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 390Q: 73 clusters Score -1.613763e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 34458 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 18996 members 
Mstep: Class 13 contains 32431 members 
Mstep: Class 14 contains 30952 members 
Mstep: Class 15 contains 6406 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 28167 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17115 members 
Mstep: Class 28 contains 25872 members 
Mstep: Class 29 contains 26183 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24263 members 
Mstep: Class 33 contains 9366 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2896 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12637 members 
Mstep: Class 42 contains 28530 members 
Mstep: Class 43 contains 7449 members 
Mstep: Class 44 contains 58995 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14897 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19773 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14813 members 
Mstep: Class 55 contains 28525 members 
Mstep: Class 56 contains 21239 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14615 members 
Mstep: Class 60 contains 32345 members 
Mstep: Class 61 contains 4764 members 
Mstep: Class 62 contains 14995 members 
Mstep: Class 63 contains 31370 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18300 members 
Mstep: Class 67 contains 29766 members 
Mstep: Class 68 contains 29217 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28311 members 
Mstep: Class 71 contains 17778 members 
Mstep: Class 72 contains 35054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376496.000000 Penalty: 243551.406250
Iteration 391Q: 73 clusters Score -1.613765e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34462 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19008 members 
Mstep: Class 13 contains 32437 members 
Mstep: Class 14 contains 30955 members 
Mstep: Class 15 contains 6405 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 28159 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17111 members 
Mstep: Class 28 contains 25872 members 
Mstep: Class 29 contains 26196 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24265 members 
Mstep: Class 33 contains 9364 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2896 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12638 members 
Mstep: Class 42 contains 28529 members 
Mstep: Class 43 contains 7450 members 
Mstep: Class 44 contains 58994 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14893 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19786 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14811 members 
Mstep: Class 55 contains 28536 members 
Mstep: Class 56 contains 21238 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14616 members 
Mstep: Class 60 contains 32337 members 
Mstep: Class 61 contains 4762 members 
Mstep: Class 62 contains 14977 members 
Mstep: Class 63 contains 31363 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18301 members 
Mstep: Class 67 contains 29770 members 
Mstep: Class 68 contains 29214 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28299 members 
Mstep: Class 71 contains 17776 members 
Mstep: Class 72 contains 35053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376656.000000 Penalty: 243551.406250
Iteration 392Q: 73 clusters Score -1.613767e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 34474 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19030 members 
Mstep: Class 13 contains 32435 members 
Mstep: Class 14 contains 30958 members 
Mstep: Class 15 contains 6405 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5054 members 
Mstep: Class 24 contains 28158 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17090 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 26207 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24263 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2897 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12642 members 
Mstep: Class 42 contains 28533 members 
Mstep: Class 43 contains 7450 members 
Mstep: Class 44 contains 58992 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14892 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19790 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14807 members 
Mstep: Class 55 contains 28557 members 
Mstep: Class 56 contains 21229 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14613 members 
Mstep: Class 60 contains 32324 members 
Mstep: Class 61 contains 4762 members 
Mstep: Class 62 contains 14974 members 
Mstep: Class 63 contains 31372 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18302 members 
Mstep: Class 67 contains 29779 members 
Mstep: Class 68 contains 29207 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28273 members 
Mstep: Class 71 contains 17774 members 
Mstep: Class 72 contains 35051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376768.000000 Penalty: 243551.406250
Iteration 393Q: 73 clusters Score -1.613768e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34478 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19037 members 
Mstep: Class 13 contains 32434 members 
Mstep: Class 14 contains 30964 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5054 members 
Mstep: Class 24 contains 28160 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17054 members 
Mstep: Class 28 contains 25880 members 
Mstep: Class 29 contains 26218 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24270 members 
Mstep: Class 33 contains 9352 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12648 members 
Mstep: Class 42 contains 28542 members 
Mstep: Class 43 contains 7448 members 
Mstep: Class 44 contains 58994 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14901 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19817 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14809 members 
Mstep: Class 55 contains 28563 members 
Mstep: Class 56 contains 21228 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14608 members 
Mstep: Class 60 contains 32319 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14961 members 
Mstep: Class 63 contains 31372 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18302 members 
Mstep: Class 67 contains 29776 members 
Mstep: Class 68 contains 29206 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28250 members 
Mstep: Class 71 contains 17771 members 
Mstep: Class 72 contains 35048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376704.000000 Penalty: 243551.406250
Iteration 394Q: 73 clusters Score -1.613767e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 34483 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19039 members 
Mstep: Class 13 contains 32442 members 
Mstep: Class 14 contains 30970 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5055 members 
Mstep: Class 24 contains 28154 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17035 members 
Mstep: Class 28 contains 25886 members 
Mstep: Class 29 contains 26245 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24273 members 
Mstep: Class 33 contains 9344 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12653 members 
Mstep: Class 42 contains 28556 members 
Mstep: Class 43 contains 7447 members 
Mstep: Class 44 contains 58993 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14897 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19839 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14807 members 
Mstep: Class 55 contains 28560 members 
Mstep: Class 56 contains 21209 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14607 members 
Mstep: Class 60 contains 32313 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14953 members 
Mstep: Class 63 contains 31367 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18309 members 
Mstep: Class 67 contains 29775 members 
Mstep: Class 68 contains 29199 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28232 members 
Mstep: Class 71 contains 17764 members 
Mstep: Class 72 contains 35046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376752.000000 Penalty: 243551.406250
Iteration 395Q: 73 clusters Score -1.613768e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 34484 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19051 members 
Mstep: Class 13 contains 32447 members 
Mstep: Class 14 contains 30979 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15565 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28148 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17027 members 
Mstep: Class 28 contains 25891 members 
Mstep: Class 29 contains 26267 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24275 members 
Mstep: Class 33 contains 9342 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28561 members 
Mstep: Class 43 contains 7446 members 
Mstep: Class 44 contains 58992 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14893 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19835 members 
Mstep: Class 52 contains 6380 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14807 members 
Mstep: Class 55 contains 28544 members 
Mstep: Class 56 contains 21219 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14606 members 
Mstep: Class 60 contains 32313 members 
Mstep: Class 61 contains 4759 members 
Mstep: Class 62 contains 14939 members 
Mstep: Class 63 contains 31345 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18319 members 
Mstep: Class 67 contains 29782 members 
Mstep: Class 68 contains 29190 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28230 members 
Mstep: Class 71 contains 17763 members 
Mstep: Class 72 contains 35045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376592.000000 Penalty: 243551.406250
Iteration 396Q: 73 clusters Score -1.613766e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 34483 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19064 members 
Mstep: Class 13 contains 32454 members 
Mstep: Class 14 contains 30985 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15566 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28141 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17025 members 
Mstep: Class 28 contains 25895 members 
Mstep: Class 29 contains 26277 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24272 members 
Mstep: Class 33 contains 9340 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28577 members 
Mstep: Class 43 contains 7444 members 
Mstep: Class 44 contains 58993 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14888 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19828 members 
Mstep: Class 52 contains 6379 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14804 members 
Mstep: Class 55 contains 28533 members 
Mstep: Class 56 contains 21218 members 
Mstep: Class 57 contains 1998 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14606 members 
Mstep: Class 60 contains 32311 members 
Mstep: Class 61 contains 4760 members 
Mstep: Class 62 contains 14926 members 
Mstep: Class 63 contains 31340 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18328 members 
Mstep: Class 67 contains 29791 members 
Mstep: Class 68 contains 29189 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28220 members 
Mstep: Class 71 contains 17762 members 
Mstep: Class 72 contains 35044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 397Q: 73 clusters Score -1.613763e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 34485 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19078 members 
Mstep: Class 13 contains 32458 members 
Mstep: Class 14 contains 30988 members 
Mstep: Class 15 contains 6402 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15567 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28141 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17018 members 
Mstep: Class 28 contains 25889 members 
Mstep: Class 29 contains 26299 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24269 members 
Mstep: Class 33 contains 9338 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28595 members 
Mstep: Class 43 contains 7442 members 
Mstep: Class 44 contains 58990 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14886 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41382 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19816 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14808 members 
Mstep: Class 55 contains 28531 members 
Mstep: Class 56 contains 21219 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32302 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14915 members 
Mstep: Class 63 contains 31332 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18332 members 
Mstep: Class 67 contains 29795 members 
Mstep: Class 68 contains 29185 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28217 members 
Mstep: Class 71 contains 17764 members 
Mstep: Class 72 contains 35034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376400.000000 Penalty: 243551.406250
Iteration 398Q: 73 clusters Score -1.613764e+08 nChanged 309
Entering ConstructFrom: 
Score: -161376400.000000 Penalty: 243551.406250
Entering ConstructFrom: 
Trying to split cluster 1 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -197726.625000 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -197726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -195744.671875 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -195744.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -196081.765625 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -196081.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -196201.687500 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -196201.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -196264.078125 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -196264.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196305.468750 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -196305.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -196327.781250 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -196327.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196354.312500 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -196354.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196392.500000 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -196392.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -196436.484375 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -196436.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -196469.078125 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -196469.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196504.359375 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -196504.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -196564.015625 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -196564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -196601.312500 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -196601.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196623.734375 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -196623.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -196662.968750 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -196663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -196698.468750 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -196698.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196730.359375 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -196730.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -196759.328125 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -196759.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -196789.687500 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -196789.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -196804.625000 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -196804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -196823.343750 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -196823.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -196867.796875 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -196867.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -196896.203125 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -196896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196909.484375 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -196909.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196926.500000 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -196926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -196937.156250 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -196937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -196947.562500 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -196947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -196960.093750 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -196960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196962.921875 Penalty: 3479.793213
	Iteration 28Q: 3 clusters Score -196962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -196962.921875 Penalty: 3479.793213
	Iteration 29F: 3 clusters Score -196962.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 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 150 members 
Entering Unmasked Estep 
Score: -39176.484375 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39176.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39431.511719 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39431.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39526.488281 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -39526.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39559.335938 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -39559.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39568.187500 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -39568.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39574.042969 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -39574.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39580.500000 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -39580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39592.628906 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -39592.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39608.316406 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -39608.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39618.062500 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -39618.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39618.062500 Penalty: 2845.339844
	Iteration 10F: 3 clusters Score -39618.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -998737.375000 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -998737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -994090.625000 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -994090.6 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -995259.437500 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -995259.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -995490.875000 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -995490.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -995636.812500 Penalty: 4246.550293
	Iteration 3F: 3 clusters Score -995636.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -995745.000000 Penalty: 4246.550293
	Iteration 4Q: 3 clusters Score -995745 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -995830.250000 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -995830.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -995907.875000 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -995907.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -995982.437500 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -995982.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -996065.687500 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -996065.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -996157.312500 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -996157.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -996269.562500 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -996269.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -996436.812500 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -996436.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -996593.437500 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -996593.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -996734.250000 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -996734.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -996872.187500 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -996872.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -997017.812500 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -997017.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -997168.625000 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -997168.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -997283.500000 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -997283.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -997380.875000 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -997380.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -997443.875000 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -997443.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -997497.437500 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -997497.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -997550.000000 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -997550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -997605.250000 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -997605.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -997677.062500 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -997677.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -997786.187500 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -997786.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -997884.375000 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -997884.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -997946.562500 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -997946.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -997984.875000 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -997984.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -998009.625000 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -998009.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -998036.000000 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -998036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -998070.562500 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -998070.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -998099.000000 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -998099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -998115.750000 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -998115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -998130.312500 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -998130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -998137.000000 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -998137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -998139.937500 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -998139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -998141.375000 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -998141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -998142.625000 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -998142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -998143.500000 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -998143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -998145.375000 Penalty: 4246.550293
	Iteration 39Q: 3 clusters Score -998145.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -998145.375000 Penalty: 4246.550293
	Iteration 40F: 3 clusters Score -998145.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -92333.015625 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -92333.02 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 264 members 
Entering Unmasked Estep 
Score: -90854.437500 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -90854.44 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -91225.171875 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -91225.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91386.593750 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -91386.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -91443.875000 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -91443.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91498.695312 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -91498.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91517.296875 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -91517.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -91527.734375 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -91527.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -91538.812500 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -91538.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -91558.164062 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -91558.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -91573.289062 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -91573.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -91586.945312 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -91586.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91591.382812 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -91591.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91591.382812 Penalty: 3122.451904
	Iteration 12F: 3 clusters Score -91591.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -99340.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -99340.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97794.289062 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97794.29 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98263.203125 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -98263.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98515.148438 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98515.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98615.882812 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -98615.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98662.632812 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -98662.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98689.078125 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -98689.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98719.046875 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -98719.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -98725.343750 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -98725.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -98726.703125 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -98726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -98726.703125 Penalty: 3197.863525
	Iteration 9F: 3 clusters Score -98726.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -42086.886719 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -42086.89 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 160 members 
Entering Unmasked Estep 
Score: -40955.871094 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -40955.87 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41394.234375 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -41394.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41733.847656 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -41733.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41868.250000 Penalty: 2874.844727
	Iteration 3F: 3 clusters Score -41868.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42020.339844 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -42020.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42063.296875 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -42063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42081.640625 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -42081.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42094.671875 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -42094.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42098.542969 Penalty: 2874.844727
	Iteration 8Q: 3 clusters Score -42098.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42100.593750 Penalty: 2874.844727
	Iteration 9Q: 3 clusters Score -42100.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42100.593750 Penalty: 2874.844727
	Iteration 10F: 3 clusters Score -42100.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 144 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34488 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 32460 members 
Mstep: Class 14 contains 30980 members 
Mstep: Class 15 contains 6401 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28144 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17018 members 
Mstep: Class 28 contains 25885 members 
Mstep: Class 29 contains 26321 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9337 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28594 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 58986 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14886 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19793 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14815 members 
Mstep: Class 55 contains 28527 members 
Mstep: Class 56 contains 21219 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32303 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14907 members 
Mstep: Class 63 contains 31316 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18337 members 
Mstep: Class 67 contains 29801 members 
Mstep: Class 68 contains 29181 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28223 members 
Mstep: Class 71 contains 17770 members 
Mstep: Class 72 contains 35027 members 
Mstep: Class 73 contains 185 members 
Entering Unmasked Estep 
Score: -161374672.000000 Penalty: 246934.062500
Splitting cluster 6 changes total score from -161376400.000000 to -161374672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Entering Unmasked Estep 
Score: -1021674.250000 Penalty: 2118.436035
	Iteration 0F: 2 clusters Score -1021674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1017065.187500 Penalty: 4236.872070
	Iteration 0F: 3 clusters Score -1017065 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1018148.125000 Penalty: 4236.872070
	Iteration 1F: 3 clusters Score -1018148 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1018330.937500 Penalty: 4236.872070
	Iteration 2F: 3 clusters Score -1018331 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1018462.312500 Penalty: 4236.872070
	Iteration 3Q: 3 clusters Score -1018462 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1018567.625000 Penalty: 4236.872070
	Iteration 4Q: 3 clusters Score -1018568 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1018634.125000 Penalty: 4236.872070
	Iteration 5Q: 3 clusters Score -1018634 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1018693.687500 Penalty: 4236.872070
	Iteration 6Q: 3 clusters Score -1018694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1018746.187500 Penalty: 4236.872070
	Iteration 7Q: 3 clusters Score -1018746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1018786.062500 Penalty: 4236.872070
	Iteration 8Q: 3 clusters Score -1018786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1018822.437500 Penalty: 4236.872070
	Iteration 9Q: 3 clusters Score -1018822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1018864.875000 Penalty: 4236.872070
	Iteration 10Q: 3 clusters Score -1018865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1018907.000000 Penalty: 4236.872070
	Iteration 11Q: 3 clusters Score -1018907 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1018944.812500 Penalty: 4236.872070
	Iteration 12Q: 3 clusters Score -1018945 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1018989.187500 Penalty: 4236.872070
	Iteration 13Q: 3 clusters Score -1018989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1019031.062500 Penalty: 4236.872070
	Iteration 14Q: 3 clusters Score -1019031 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1019078.937500 Penalty: 4236.872070
	Iteration 15Q: 3 clusters Score -1019079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1019124.187500 Penalty: 4236.872070
	Iteration 16Q: 3 clusters Score -1019124 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1019174.812500 Penalty: 4236.872070
	Iteration 17Q: 3 clusters Score -1019175 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1019234.500000 Penalty: 4236.872070
	Iteration 18Q: 3 clusters Score -1019234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1019287.562500 Penalty: 4236.872070
	Iteration 19Q: 3 clusters Score -1019288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1019346.500000 Penalty: 4236.872070
	Iteration 20F: 3 clusters Score -1019346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1019417.625000 Penalty: 4236.872070
	Iteration 21Q: 3 clusters Score -1019418 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1019481.937500 Penalty: 4236.872070
	Iteration 22Q: 3 clusters Score -1019482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1019533.062500 Penalty: 4236.872070
	Iteration 23Q: 3 clusters Score -1019533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1019576.187500 Penalty: 4236.872070
	Iteration 24Q: 3 clusters Score -1019576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1019609.875000 Penalty: 4236.872070
	Iteration 25Q: 3 clusters Score -1019610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1019635.625000 Penalty: 4236.872070
	Iteration 26Q: 3 clusters Score -1019636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1019660.500000 Penalty: 4236.872070
	Iteration 27Q: 3 clusters Score -1019660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1019676.937500 Penalty: 4236.872070
	Iteration 28Q: 3 clusters Score -1019677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1019696.187500 Penalty: 4236.872070
	Iteration 29Q: 3 clusters Score -1019696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1019706.875000 Penalty: 4236.872070
	Iteration 30Q: 3 clusters Score -1019707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1019720.625000 Penalty: 4236.872070
	Iteration 31Q: 3 clusters Score -1019721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1019731.437500 Penalty: 4236.872070
	Iteration 32Q: 3 clusters Score -1019731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1019736.937500 Penalty: 4236.872070
	Iteration 33Q: 3 clusters Score -1019737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1019739.937500 Penalty: 4236.872070
	Iteration 34Q: 3 clusters Score -1019740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1019748.125000 Penalty: 4236.872070
	Iteration 35Q: 3 clusters Score -1019748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1019757.687500 Penalty: 4236.872070
	Iteration 36Q: 3 clusters Score -1019758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1019764.750000 Penalty: 4236.872070
	Iteration 37Q: 3 clusters Score -1019765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1019772.437500 Penalty: 4236.872070
	Iteration 38Q: 3 clusters Score -1019772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1019778.812500 Penalty: 4236.872070
	Iteration 39Q: 3 clusters Score -1019779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1019787.062500 Penalty: 4236.872070
	Iteration 40F: 3 clusters Score -1019787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1019797.125000 Penalty: 4236.872070
	Iteration 41Q: 3 clusters Score -1019797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1019808.750000 Penalty: 4236.872070
	Iteration 42Q: 3 clusters Score -1019809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1019815.437500 Penalty: 4236.872070
	Iteration 43Q: 3 clusters Score -1019815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1019816.750000 Penalty: 4236.872070
	Iteration 44Q: 3 clusters Score -1019817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1019821.375000 Penalty: 4236.872070
	Iteration 45Q: 3 clusters Score -1019821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1019824.500000 Penalty: 4236.872070
	Iteration 46Q: 3 clusters Score -1019824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1019826.062500 Penalty: 4236.872070
	Iteration 47Q: 3 clusters Score -1019826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1019827.187500 Penalty: 4236.872070
	Iteration 48Q: 3 clusters Score -1019827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1019829.875000 Penalty: 4236.872070
	Iteration 49Q: 3 clusters Score -1019830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1019829.937500 Penalty: 4236.872070
	Iteration 50Q: 3 clusters Score -1019830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1019832.062500 Penalty: 4236.872070
	Iteration 51Q: 3 clusters Score -1019832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1019833.687500 Penalty: 4236.872070
	Iteration 52Q: 3 clusters Score -1019834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1019833.687500 Penalty: 4236.872070
	Iteration 53F: 3 clusters Score -1019834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Entering Unmasked Estep 
Score: -6650070.000000 Penalty: 2591.195068
	Iteration 0F: 2 clusters Score -6650070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6627788.500000 Penalty: 5182.390137
	Iteration 0F: 3 clusters Score -6627788 nChanged 15740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -6636342.000000 Penalty: 5182.390137
	Iteration 1F: 3 clusters Score -6636342 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -6636807.500000 Penalty: 5182.390137
	Iteration 2Q: 3 clusters Score -6636808 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -6637167.000000 Penalty: 5182.390137
	Iteration 3Q: 3 clusters Score -6637167 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -6637690.000000 Penalty: 5182.390137
	Iteration 4Q: 3 clusters Score -6637690 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -6638481.500000 Penalty: 5182.390137
	Iteration 5Q: 3 clusters Score -6638482 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6639631.000000 Penalty: 5182.390137
	Iteration 6F: 3 clusters Score -6639631 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -6641376.500000 Penalty: 5182.390137
	Iteration 7F: 3 clusters Score -6641376 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -6643437.500000 Penalty: 5182.390137
	Iteration 8F: 3 clusters Score -6643438 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6645204.000000 Penalty: 5182.390137
	Iteration 9F: 3 clusters Score -6645204 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -6646406.500000 Penalty: 5182.390137
	Iteration 10Q: 3 clusters Score -6646406 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -6647059.000000 Penalty: 5182.390137
	Iteration 11Q: 3 clusters Score -6647059 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -6647376.000000 Penalty: 5182.390137
	Iteration 12Q: 3 clusters Score -6647376 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -6647523.000000 Penalty: 5182.390137
	Iteration 13Q: 3 clusters Score -6647523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -6647604.000000 Penalty: 5182.390137
	Iteration 14Q: 3 clusters Score -6647604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -6647646.500000 Penalty: 5182.390137
	Iteration 15Q: 3 clusters Score -6647646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -6647680.500000 Penalty: 5182.390137
	Iteration 16Q: 3 clusters Score -6647680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -6647690.000000 Penalty: 5182.390137
	Iteration 17Q: 3 clusters Score -6647690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -6647707.000000 Penalty: 5182.390137
	Iteration 18Q: 3 clusters Score -6647707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -6647716.500000 Penalty: 5182.390137
	Iteration 19Q: 3 clusters Score -6647716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -6647711.500000 Penalty: 5182.390137
	Iteration 20F: 3 clusters Score -6647712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -6647717.500000 Penalty: 5182.390137
	Iteration 21Q: 3 clusters Score -6647718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -6647725.500000 Penalty: 5182.390137
	Iteration 22Q: 3 clusters Score -6647726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -6647724.500000 Penalty: 5182.390137
	Iteration 23Q: 3 clusters Score -6647724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -6647731.000000 Penalty: 5182.390137
	Iteration 24Q: 3 clusters Score -6647731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -6647736.000000 Penalty: 5182.390137
	Iteration 25Q: 3 clusters Score -6647736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -6647734.000000 Penalty: 5182.390137
	Iteration 26Q: 3 clusters Score -6647734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -6647735.500000 Penalty: 5182.390137
	Iteration 27Q: 3 clusters Score -6647736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -6647751.500000 Penalty: 5182.390137
	Iteration 28Q: 3 clusters Score -6647752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -6647760.500000 Penalty: 5182.390137
	Iteration 29Q: 3 clusters Score -6647760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -6647779.500000 Penalty: 5182.390137
	Iteration 30Q: 3 clusters Score -6647780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -6647780.500000 Penalty: 5182.390137
	Iteration 31Q: 3 clusters Score -6647780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -6647783.500000 Penalty: 5182.390137
	Iteration 32Q: 3 clusters Score -6647784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -6647782.500000 Penalty: 5182.390137
	Iteration 33Q: 3 clusters Score -6647782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -6647796.500000 Penalty: 5182.390137
	Iteration 34Q: 3 clusters Score -6647796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -6647798.500000 Penalty: 5182.390137
	Iteration 35Q: 3 clusters Score -6647798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -6647802.000000 Penalty: 5182.390137
	Iteration 36Q: 3 clusters Score -6647802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -6647802.000000 Penalty: 5182.390137
	Iteration 37F: 3 clusters Score -6647802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -74517.164062 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -74517.16 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 227 members 
Entering Unmasked Estep 
Score: -73109.648438 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -73109.65 nChanged 67
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: -73276.289062 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -73276.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73332.328125 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -73332.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -73365.789062 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -73365.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73388.273438 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -73388.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73389.726562 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -73389.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73389.726562 Penalty: 3015.646973
	Iteration 6F: 3 clusters Score -73389.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -98146.062500 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -98146.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96609.210938 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -96609.21 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -96933.187500 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -96933.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97069.343750 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -97069.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97199.718750 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -97199.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97301.031250 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -97301.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97396.078125 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -97396.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97468.929688 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -97468.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97517.109375 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -97517.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97580.906250 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -97580.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97600.632812 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -97600.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97609.226562 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -97609.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97609.226562 Penalty: 3137.770020
	Iteration 11F: 3 clusters Score -97609.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -518525.562500 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -518525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -515465.000000 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -515465 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -516316.250000 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -516316.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -516680.937500 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -516680.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -516885.250000 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -516885.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -516997.125000 Penalty: 3924.561768
	Iteration 4Q: 3 clusters Score -516997.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -517074.093750 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -517074.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -517126.031250 Penalty: 3924.561768
	Iteration 6Q: 3 clusters Score -517126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -517161.468750 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -517161.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -517190.218750 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -517190.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -517209.062500 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -517209.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -517228.718750 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -517228.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -517238.343750 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -517238.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -517249.125000 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -517249.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -517257.687500 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -517257.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -517266.000000 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -517266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -517273.281250 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -517273.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -517283.593750 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -517283.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -517291.906250 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -517291.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -517310.750000 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -517310.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -517329.468750 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -517329.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -517336.500000 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -517336.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -517350.468750 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -517350.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -517362.843750 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -517362.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -517375.781250 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -517375.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -517386.281250 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -517386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -517398.031250 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -517398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -517406.875000 Penalty: 3924.561768
	Iteration 26Q: 3 clusters Score -517406.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -517419.468750 Penalty: 3924.561768
	Iteration 27Q: 3 clusters Score -517419.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -517424.718750 Penalty: 3924.561768
	Iteration 28Q: 3 clusters Score -517424.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -517428.437500 Penalty: 3924.561768
	Iteration 29Q: 3 clusters Score -517428.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -517431.687500 Penalty: 3924.561768
	Iteration 30Q: 3 clusters Score -517431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -517433.625000 Penalty: 3924.561768
	Iteration 31Q: 3 clusters Score -517433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -517433.875000 Penalty: 3924.561768
	Iteration 32Q: 3 clusters Score -517433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -517435.812500 Penalty: 3924.561768
	Iteration 33Q: 3 clusters Score -517435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -517437.906250 Penalty: 3924.561768
	Iteration 34Q: 3 clusters Score -517437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -517437.406250 Penalty: 3924.561768
	Iteration 35Q: 3 clusters Score -517437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -517437.843750 Penalty: 3924.561768
	Iteration 36Q: 3 clusters Score -517437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -517437.843750 Penalty: 3924.561768
	Iteration 37F: 3 clusters Score -517437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Entering Unmasked Estep 
Score: -4029416.000000 Penalty: 2444.659180
	Iteration 0F: 2 clusters Score -4029416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4017641.250000 Penalty: 4889.318359
	Iteration 0F: 3 clusters Score -4017641 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -4022212.250000 Penalty: 4889.318359
	Iteration 1F: 3 clusters Score -4022212 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -4022577.500000 Penalty: 4889.318359
	Iteration 2F: 3 clusters Score -4022578 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4022866.750000 Penalty: 4889.318359
	Iteration 3Q: 3 clusters Score -4022867 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -4023082.000000 Penalty: 4889.318359
	Iteration 4Q: 3 clusters Score -4023082 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4023298.250000 Penalty: 4889.318359
	Iteration 5Q: 3 clusters Score -4023298 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -4023499.500000 Penalty: 4889.318359
	Iteration 6Q: 3 clusters Score -4023500 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4023667.750000 Penalty: 4889.318359
	Iteration 7Q: 3 clusters Score -4023668 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -4023845.750000 Penalty: 4889.318359
	Iteration 8Q: 3 clusters Score -4023846 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -4024047.000000 Penalty: 4889.318359
	Iteration 9Q: 3 clusters Score -4024047 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4024263.500000 Penalty: 4889.318359
	Iteration 10Q: 3 clusters Score -4024264 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4024530.250000 Penalty: 4889.318359
	Iteration 11Q: 3 clusters Score -4024530 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4024953.250000 Penalty: 4889.318359
	Iteration 12Q: 3 clusters Score -4024953 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4025473.250000 Penalty: 4889.318359
	Iteration 13Q: 3 clusters Score -4025473 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4025877.750000 Penalty: 4889.318359
	Iteration 14Q: 3 clusters Score -4025878 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4026152.000000 Penalty: 4889.318359
	Iteration 15Q: 3 clusters Score -4026152 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4026363.500000 Penalty: 4889.318359
	Iteration 16Q: 3 clusters Score -4026364 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4026490.500000 Penalty: 4889.318359
	Iteration 17Q: 3 clusters Score -4026490 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4026603.250000 Penalty: 4889.318359
	Iteration 18Q: 3 clusters Score -4026603 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4026671.750000 Penalty: 4889.318359
	Iteration 19Q: 3 clusters Score -4026672 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4026769.500000 Penalty: 4889.318359
	Iteration 20F: 3 clusters Score -4026770 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4026834.500000 Penalty: 4889.318359
	Iteration 21Q: 3 clusters Score -4026834 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4026883.750000 Penalty: 4889.318359
	Iteration 22Q: 3 clusters Score -4026884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4026924.000000 Penalty: 4889.318359
	Iteration 23Q: 3 clusters Score -4026924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4026950.000000 Penalty: 4889.318359
	Iteration 24Q: 3 clusters Score -4026950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4026962.000000 Penalty: 4889.318359
	Iteration 25Q: 3 clusters Score -4026962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4026988.750000 Penalty: 4889.318359
	Iteration 26Q: 3 clusters Score -4026989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4027010.500000 Penalty: 4889.318359
	Iteration 27Q: 3 clusters Score -4027010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4027017.500000 Penalty: 4889.318359
	Iteration 28Q: 3 clusters Score -4027018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4027036.750000 Penalty: 4889.318359
	Iteration 29Q: 3 clusters Score -4027037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4027045.750000 Penalty: 4889.318359
	Iteration 30Q: 3 clusters Score -4027046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4027061.250000 Penalty: 4889.318359
	Iteration 31Q: 3 clusters Score -4027061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4027066.000000 Penalty: 4889.318359
	Iteration 32Q: 3 clusters Score -4027066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4027073.000000 Penalty: 4889.318359
	Iteration 33Q: 3 clusters Score -4027073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4027090.500000 Penalty: 4889.318359
	Iteration 34Q: 3 clusters Score -4027090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4027087.250000 Penalty: 4889.318359
	Iteration 35Q: 3 clusters Score -4027087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4027091.250000 Penalty: 4889.318359
	Iteration 36Q: 3 clusters Score -4027091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4027089.250000 Penalty: 4889.318359
	Iteration 37Q: 3 clusters Score -4027089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4027090.250000 Penalty: 4889.318359
	Iteration 38Q: 3 clusters Score -4027090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4027097.750000 Penalty: 4889.318359
	Iteration 39Q: 3 clusters Score -4027098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4027099.500000 Penalty: 4889.318359
	Iteration 40F: 3 clusters Score -4027100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4027104.500000 Penalty: 4889.318359
	Iteration 41Q: 3 clusters Score -4027104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4027110.000000 Penalty: 4889.318359
	Iteration 42Q: 3 clusters Score -4027110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4027113.500000 Penalty: 4889.318359
	Iteration 43Q: 3 clusters Score -4027114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4027127.500000 Penalty: 4889.318359
	Iteration 44Q: 3 clusters Score -4027128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4027129.750000 Penalty: 4889.318359
	Iteration 45Q: 3 clusters Score -4027130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4027142.000000 Penalty: 4889.318359
	Iteration 46Q: 3 clusters Score -4027142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4027146.000000 Penalty: 4889.318359
	Iteration 47Q: 3 clusters Score -4027146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4027142.750000 Penalty: 4889.318359
	Iteration 48Q: 3 clusters Score -4027143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4027151.250000 Penalty: 4889.318359
	Iteration 49Q: 3 clusters Score -4027151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4027154.250000 Penalty: 4889.318359
	Iteration 50Q: 3 clusters Score -4027154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4027156.000000 Penalty: 4889.318359
	Iteration 51Q: 3 clusters Score -4027156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4027163.750000 Penalty: 4889.318359
	Iteration 52Q: 3 clusters Score -4027164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4027165.250000 Penalty: 4889.318359
	Iteration 53Q: 3 clusters Score -4027165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4027161.000000 Penalty: 4889.318359
	Iteration 54Q: 3 clusters Score -4027161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4027160.500000 Penalty: 4889.318359
	Iteration 55Q: 3 clusters Score -4027160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4027161.750000 Penalty: 4889.318359
	Iteration 56Q: 3 clusters Score -4027162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4027164.750000 Penalty: 4889.318359
	Iteration 57Q: 3 clusters Score -4027165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4027163.000000 Penalty: 4889.318359
	Iteration 58Q: 3 clusters Score -4027163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4027169.500000 Penalty: 4889.318359
	Iteration 59Q: 3 clusters Score -4027170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4027172.250000 Penalty: 4889.318359
	Iteration 60F: 3 clusters Score -4027172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4027173.250000 Penalty: 4889.318359
	Iteration 61Q: 3 clusters Score -4027173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4027173.250000 Penalty: 4889.318359
	Iteration 62F: 3 clusters Score -4027173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Entering Unmasked Estep 
Score: -6279133.000000 Penalty: 2576.165527
	Iteration 0F: 2 clusters Score -6279133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -6258306.500000 Penalty: 5152.331055
	Iteration 0F: 3 clusters Score -6258306 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -6266415.500000 Penalty: 5152.331055
	Iteration 1F: 3 clusters Score -6266416 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -6266849.000000 Penalty: 5152.331055
	Iteration 2Q: 3 clusters Score -6266849 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -6267205.500000 Penalty: 5152.331055
	Iteration 3Q: 3 clusters Score -6267206 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -6267553.000000 Penalty: 5152.331055
	Iteration 4Q: 3 clusters Score -6267553 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -6267939.000000 Penalty: 5152.331055
	Iteration 5Q: 3 clusters Score -6267939 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -6268390.000000 Penalty: 5152.331055
	Iteration 6Q: 3 clusters Score -6268390 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -6268985.000000 Penalty: 5152.331055
	Iteration 7Q: 3 clusters Score -6268985 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -6269924.500000 Penalty: 5152.331055
	Iteration 8Q: 3 clusters Score -6269924 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -6271345.000000 Penalty: 5152.331055
	Iteration 9F: 3 clusters Score -6271345 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -6273417.000000 Penalty: 5152.331055
	Iteration 10F: 3 clusters Score -6273417 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -6275120.500000 Penalty: 5152.331055
	Iteration 11F: 3 clusters Score -6275120 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -6276217.000000 Penalty: 5152.331055
	Iteration 12Q: 3 clusters Score -6276217 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -6276737.000000 Penalty: 5152.331055
	Iteration 13Q: 3 clusters Score -6276737 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -6277063.000000 Penalty: 5152.331055
	Iteration 14Q: 3 clusters Score -6277063 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -6277340.000000 Penalty: 5152.331055
	Iteration 15Q: 3 clusters Score -6277340 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -6277582.500000 Penalty: 5152.331055
	Iteration 16Q: 3 clusters Score -6277582 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -6277706.500000 Penalty: 5152.331055
	Iteration 17Q: 3 clusters Score -6277706 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -6277761.500000 Penalty: 5152.331055
	Iteration 18Q: 3 clusters Score -6277762 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -6277824.500000 Penalty: 5152.331055
	Iteration 19Q: 3 clusters Score -6277824 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -6277882.500000 Penalty: 5152.331055
	Iteration 20F: 3 clusters Score -6277882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -6277878.000000 Penalty: 5152.331055
	Iteration 21Q: 3 clusters Score -6277878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -6277889.000000 Penalty: 5152.331055
	Iteration 22Q: 3 clusters Score -6277889 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -6277897.000000 Penalty: 5152.331055
	Iteration 23Q: 3 clusters Score -6277897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -6277898.500000 Penalty: 5152.331055
	Iteration 24Q: 3 clusters Score -6277898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -6277901.000000 Penalty: 5152.331055
	Iteration 25Q: 3 clusters Score -6277901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -6277897.500000 Penalty: 5152.331055
	Iteration 26Q: 3 clusters Score -6277898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6277901.500000 Penalty: 5152.331055
	Iteration 27Q: 3 clusters Score -6277902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -6277898.000000 Penalty: 5152.331055
	Iteration 28Q: 3 clusters Score -6277898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -6277896.000000 Penalty: 5152.331055
	Iteration 29Q: 3 clusters Score -6277896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -6277893.000000 Penalty: 5152.331055
	Iteration 30Q: 3 clusters Score -6277893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -6277897.500000 Penalty: 5152.331055
	Iteration 31Q: 3 clusters Score -6277898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -6277898.000000 Penalty: 5152.331055
	Iteration 32Q: 3 clusters Score -6277898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -6277898.000000 Penalty: 5152.331055
	Iteration 33F: 3 clusters Score -6277898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Entering Unmasked Estep 
Score: -6033778.500000 Penalty: 2564.592041
	Iteration 0F: 2 clusters Score -6033778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -6014061.000000 Penalty: 5129.184082
	Iteration 0F: 3 clusters Score -6014061 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -6021521.000000 Penalty: 5129.184082
	Iteration 1F: 3 clusters Score -6021521 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -6021973.500000 Penalty: 5129.184082
	Iteration 2Q: 3 clusters Score -6021974 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -6022353.500000 Penalty: 5129.184082
	Iteration 3Q: 3 clusters Score -6022354 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -6022701.500000 Penalty: 5129.184082
	Iteration 4Q: 3 clusters Score -6022702 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -6023057.500000 Penalty: 5129.184082
	Iteration 5Q: 3 clusters Score -6023058 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -6023445.000000 Penalty: 5129.184082
	Iteration 6Q: 3 clusters Score -6023445 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -6024039.500000 Penalty: 5129.184082
	Iteration 7Q: 3 clusters Score -6024040 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -6024939.500000 Penalty: 5129.184082
	Iteration 8F: 3 clusters Score -6024940 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -6026190.500000 Penalty: 5129.184082
	Iteration 9F: 3 clusters Score -6026190 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -6027827.000000 Penalty: 5129.184082
	Iteration 10F: 3 clusters Score -6027827 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -6029356.500000 Penalty: 5129.184082
	Iteration 11F: 3 clusters Score -6029356 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -6030463.500000 Penalty: 5129.184082
	Iteration 12Q: 3 clusters Score -6030464 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -6031026.500000 Penalty: 5129.184082
	Iteration 13Q: 3 clusters Score -6031026 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -6031317.000000 Penalty: 5129.184082
	Iteration 14Q: 3 clusters Score -6031317 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -6031475.000000 Penalty: 5129.184082
	Iteration 15Q: 3 clusters Score -6031475 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -6031551.500000 Penalty: 5129.184082
	Iteration 16Q: 3 clusters Score -6031552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -6031606.500000 Penalty: 5129.184082
	Iteration 17Q: 3 clusters Score -6031606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -6031623.500000 Penalty: 5129.184082
	Iteration 18Q: 3 clusters Score -6031624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -6031636.500000 Penalty: 5129.184082
	Iteration 19Q: 3 clusters Score -6031636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -6031655.500000 Penalty: 5129.184082
	Iteration 20F: 3 clusters Score -6031656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -6031666.000000 Penalty: 5129.184082
	Iteration 21Q: 3 clusters Score -6031666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -6031679.000000 Penalty: 5129.184082
	Iteration 22Q: 3 clusters Score -6031679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -6031677.500000 Penalty: 5129.184082
	Iteration 23Q: 3 clusters Score -6031678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -6031676.500000 Penalty: 5129.184082
	Iteration 24Q: 3 clusters Score -6031676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -6031681.000000 Penalty: 5129.184082
	Iteration 25Q: 3 clusters Score -6031681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -6031683.000000 Penalty: 5129.184082
	Iteration 26Q: 3 clusters Score -6031683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -6031683.500000 Penalty: 5129.184082
	Iteration 27Q: 3 clusters Score -6031684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -6031684.000000 Penalty: 5129.184082
	Iteration 28Q: 3 clusters Score -6031684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -6031684.000000 Penalty: 5129.184082
	Iteration 29F: 3 clusters Score -6031684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Entering Unmasked Estep 
Score: -1180798.500000 Penalty: 2173.523926
	Iteration 0F: 2 clusters Score -1180798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1175451.375000 Penalty: 4347.047852
	Iteration 0F: 3 clusters Score -1175451 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1176834.500000 Penalty: 4347.047852
	Iteration 1F: 3 clusters Score -1176834 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1177067.750000 Penalty: 4347.047852
	Iteration 2F: 3 clusters Score -1177068 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1177205.250000 Penalty: 4347.047852
	Iteration 3Q: 3 clusters Score -1177205 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1177306.125000 Penalty: 4347.047852
	Iteration 4Q: 3 clusters Score -1177306 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1177399.875000 Penalty: 4347.047852
	Iteration 5Q: 3 clusters Score -1177400 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1177472.500000 Penalty: 4347.047852
	Iteration 6Q: 3 clusters Score -1177472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1177534.000000 Penalty: 4347.047852
	Iteration 7Q: 3 clusters Score -1177534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1177580.625000 Penalty: 4347.047852
	Iteration 8Q: 3 clusters Score -1177581 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1177635.125000 Penalty: 4347.047852
	Iteration 9Q: 3 clusters Score -1177635 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1177704.500000 Penalty: 4347.047852
	Iteration 10Q: 3 clusters Score -1177704 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1177777.750000 Penalty: 4347.047852
	Iteration 11Q: 3 clusters Score -1177778 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1177863.250000 Penalty: 4347.047852
	Iteration 12Q: 3 clusters Score -1177863 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1177943.250000 Penalty: 4347.047852
	Iteration 13Q: 3 clusters Score -1177943 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1178023.750000 Penalty: 4347.047852
	Iteration 14Q: 3 clusters Score -1178024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1178079.500000 Penalty: 4347.047852
	Iteration 15Q: 3 clusters Score -1178080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1178119.250000 Penalty: 4347.047852
	Iteration 16Q: 3 clusters Score -1178119 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1178164.500000 Penalty: 4347.047852
	Iteration 17Q: 3 clusters Score -1178164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1178219.875000 Penalty: 4347.047852
	Iteration 18Q: 3 clusters Score -1178220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1178285.000000 Penalty: 4347.047852
	Iteration 19Q: 3 clusters Score -1178285 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1178360.125000 Penalty: 4347.047852
	Iteration 20F: 3 clusters Score -1178360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1178422.250000 Penalty: 4347.047852
	Iteration 21Q: 3 clusters Score -1178422 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1178471.875000 Penalty: 4347.047852
	Iteration 22Q: 3 clusters Score -1178472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1178505.875000 Penalty: 4347.047852
	Iteration 23Q: 3 clusters Score -1178506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1178546.000000 Penalty: 4347.047852
	Iteration 24Q: 3 clusters Score -1178546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1178583.750000 Penalty: 4347.047852
	Iteration 25Q: 3 clusters Score -1178584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1178609.250000 Penalty: 4347.047852
	Iteration 26Q: 3 clusters Score -1178609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1178624.750000 Penalty: 4347.047852
	Iteration 27Q: 3 clusters Score -1178625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1178645.000000 Penalty: 4347.047852
	Iteration 28Q: 3 clusters Score -1178645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1178663.250000 Penalty: 4347.047852
	Iteration 29Q: 3 clusters Score -1178663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1178684.250000 Penalty: 4347.047852
	Iteration 30Q: 3 clusters Score -1178684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1178695.875000 Penalty: 4347.047852
	Iteration 31Q: 3 clusters Score -1178696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1178704.250000 Penalty: 4347.047852
	Iteration 32Q: 3 clusters Score -1178704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1178716.250000 Penalty: 4347.047852
	Iteration 33Q: 3 clusters Score -1178716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1178725.750000 Penalty: 4347.047852
	Iteration 34Q: 3 clusters Score -1178726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1178737.375000 Penalty: 4347.047852
	Iteration 35Q: 3 clusters Score -1178737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1178747.250000 Penalty: 4347.047852
	Iteration 36Q: 3 clusters Score -1178747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1178755.000000 Penalty: 4347.047852
	Iteration 37Q: 3 clusters Score -1178755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1178765.875000 Penalty: 4347.047852
	Iteration 38Q: 3 clusters Score -1178766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1178775.750000 Penalty: 4347.047852
	Iteration 39Q: 3 clusters Score -1178776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1178780.875000 Penalty: 4347.047852
	Iteration 40F: 3 clusters Score -1178781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1178791.125000 Penalty: 4347.047852
	Iteration 41Q: 3 clusters Score -1178791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1178796.250000 Penalty: 4347.047852
	Iteration 42Q: 3 clusters Score -1178796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1178797.625000 Penalty: 4347.047852
	Iteration 43Q: 3 clusters Score -1178798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1178807.000000 Penalty: 4347.047852
	Iteration 44Q: 3 clusters Score -1178807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1178807.500000 Penalty: 4347.047852
	Iteration 45Q: 3 clusters Score -1178808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1178813.125000 Penalty: 4347.047852
	Iteration 46Q: 3 clusters Score -1178813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1178816.750000 Penalty: 4347.047852
	Iteration 47Q: 3 clusters Score -1178817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1178821.000000 Penalty: 4347.047852
	Iteration 48Q: 3 clusters Score -1178821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1178827.750000 Penalty: 4347.047852
	Iteration 49Q: 3 clusters Score -1178828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1178830.250000 Penalty: 4347.047852
	Iteration 50Q: 3 clusters Score -1178830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1178832.875000 Penalty: 4347.047852
	Iteration 51Q: 3 clusters Score -1178833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1178836.625000 Penalty: 4347.047852
	Iteration 52Q: 3 clusters Score -1178837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1178842.875000 Penalty: 4347.047852
	Iteration 53Q: 3 clusters Score -1178843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1178845.750000 Penalty: 4347.047852
	Iteration 54Q: 3 clusters Score -1178846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1178850.250000 Penalty: 4347.047852
	Iteration 55Q: 3 clusters Score -1178850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1178856.750000 Penalty: 4347.047852
	Iteration 56Q: 3 clusters Score -1178857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1178860.875000 Penalty: 4347.047852
	Iteration 57Q: 3 clusters Score -1178861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1178867.250000 Penalty: 4347.047852
	Iteration 58Q: 3 clusters Score -1178867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1178873.750000 Penalty: 4347.047852
	Iteration 59Q: 3 clusters Score -1178874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1178875.375000 Penalty: 4347.047852
	Iteration 60F: 3 clusters Score -1178875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1178881.375000 Penalty: 4347.047852
	Iteration 61Q: 3 clusters Score -1178881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1178883.375000 Penalty: 4347.047852
	Iteration 62Q: 3 clusters Score -1178883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1178886.750000 Penalty: 4347.047852
	Iteration 63Q: 3 clusters Score -1178887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1178890.250000 Penalty: 4347.047852
	Iteration 64Q: 3 clusters Score -1178890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1178892.750000 Penalty: 4347.047852
	Iteration 65Q: 3 clusters Score -1178893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1178893.875000 Penalty: 4347.047852
	Iteration 66Q: 3 clusters Score -1178894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1178893.875000 Penalty: 4347.047852
	Iteration 67Q: 3 clusters Score -1178894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1178893.875000 Penalty: 4347.047852
	Iteration 68F: 3 clusters Score -1178894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -22213.050781 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -22213.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20993.978516 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -20993.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21326.861328 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -21326.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21432.933594 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -21432.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21461.177734 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -21461.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21523.916016 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -21523.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21576.128906 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -21576.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21604.343750 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -21604.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21622.921875 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -21622.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21660.208984 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -21660.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21686.218750 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -21686.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21708.367188 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -21708.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21731.392578 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -21731.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21761.576172 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -21761.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21821.259766 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -21821.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21896.730469 Penalty: 2933.097656
	Iteration 14Q: 3 clusters Score -21896.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21934.166016 Penalty: 2933.097656
	Iteration 15Q: 3 clusters Score -21934.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21983.099609 Penalty: 2933.097656
	Iteration 16Q: 3 clusters Score -21983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22046.785156 Penalty: 2933.097656
	Iteration 17Q: 3 clusters Score -22046.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22065.599609 Penalty: 2933.097656
	Iteration 18Q: 3 clusters Score -22065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22112.343750 Penalty: 2933.097656
	Iteration 19Q: 3 clusters Score -22112.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22191.080078 Penalty: 2933.097656
	Iteration 20F: 3 clusters Score -22191.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22305.210938 Penalty: 2933.097656
	Iteration 21Q: 3 clusters Score -22305.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22433.912109 Penalty: 2933.097656
	Iteration 22Q: 3 clusters Score -22433.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22506.763672 Penalty: 2933.097656
	Iteration 23Q: 3 clusters Score -22506.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22522.863281 Penalty: 2933.097656
	Iteration 24Q: 3 clusters Score -22522.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22531.246094 Penalty: 2933.097656
	Iteration 25Q: 3 clusters Score -22531.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22546.039062 Penalty: 2933.097656
	Iteration 26Q: 3 clusters Score -22546.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22548.869141 Penalty: 2933.097656
	Iteration 27Q: 3 clusters Score -22548.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22559.121094 Penalty: 2933.097656
	Iteration 28F: 3 clusters Score -22559.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22584.894531 Penalty: 2933.097656
	Iteration 29Q: 3 clusters Score -22584.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22584.894531 Penalty: 2933.097656
	Iteration 30F: 3 clusters Score -22584.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34488 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 32460 members 
Mstep: Class 14 contains 30980 members 
Mstep: Class 15 contains 6401 members 
Mstep: Class 16 contains 203 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28144 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17018 members 
Mstep: Class 28 contains 25885 members 
Mstep: Class 29 contains 26321 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9337 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28594 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 58986 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14886 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19793 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14815 members 
Mstep: Class 55 contains 28527 members 
Mstep: Class 56 contains 21219 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32303 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14907 members 
Mstep: Class 63 contains 31316 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18337 members 
Mstep: Class 67 contains 29801 members 
Mstep: Class 68 contains 29181 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28223 members 
Mstep: Class 71 contains 17770 members 
Mstep: Class 72 contains 35027 members 
Mstep: Class 73 contains 167 members 
Entering Unmasked Estep 
Score: -161375008.000000 Penalty: 246934.062500
Splitting cluster 16 changes total score from -161376400.000000 to -161375008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -3119416.500000 Penalty: 2393.937256
	Iteration 0F: 2 clusters Score -3119416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3108402.750000 Penalty: 4787.874512
	Iteration 0F: 3 clusters Score -3108403 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3112034.250000 Penalty: 4787.874512
	Iteration 1F: 3 clusters Score -3112034 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3112394.750000 Penalty: 4787.874512
	Iteration 2F: 3 clusters Score -3112395 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3112720.750000 Penalty: 4787.874512
	Iteration 3Q: 3 clusters Score -3112721 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3112995.500000 Penalty: 4787.874512
	Iteration 4Q: 3 clusters Score -3112996 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3113289.250000 Penalty: 4787.874512
	Iteration 5Q: 3 clusters Score -3113289 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3113610.750000 Penalty: 4787.874512
	Iteration 6Q: 3 clusters Score -3113611 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3114004.500000 Penalty: 4787.874512
	Iteration 7Q: 3 clusters Score -3114004 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3114452.250000 Penalty: 4787.874512
	Iteration 8Q: 3 clusters Score -3114452 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3114889.250000 Penalty: 4787.874512
	Iteration 9Q: 3 clusters Score -3114889 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3115277.250000 Penalty: 4787.874512
	Iteration 10Q: 3 clusters Score -3115277 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3115562.750000 Penalty: 4787.874512
	Iteration 11Q: 3 clusters Score -3115563 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3115730.250000 Penalty: 4787.874512
	Iteration 12Q: 3 clusters Score -3115730 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3115850.250000 Penalty: 4787.874512
	Iteration 13Q: 3 clusters Score -3115850 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3115913.500000 Penalty: 4787.874512
	Iteration 14Q: 3 clusters Score -3115914 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3115970.750000 Penalty: 4787.874512
	Iteration 15Q: 3 clusters Score -3115971 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3116030.500000 Penalty: 4787.874512
	Iteration 16Q: 3 clusters Score -3116030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3116094.500000 Penalty: 4787.874512
	Iteration 17Q: 3 clusters Score -3116094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3116156.250000 Penalty: 4787.874512
	Iteration 18Q: 3 clusters Score -3116156 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3116214.750000 Penalty: 4787.874512
	Iteration 19Q: 3 clusters Score -3116215 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3116266.000000 Penalty: 4787.874512
	Iteration 20F: 3 clusters Score -3116266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3116335.250000 Penalty: 4787.874512
	Iteration 21Q: 3 clusters Score -3116335 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3116378.500000 Penalty: 4787.874512
	Iteration 22Q: 3 clusters Score -3116378 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3116431.250000 Penalty: 4787.874512
	Iteration 23Q: 3 clusters Score -3116431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3116487.250000 Penalty: 4787.874512
	Iteration 24Q: 3 clusters Score -3116487 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3116562.000000 Penalty: 4787.874512
	Iteration 25Q: 3 clusters Score -3116562 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3116619.250000 Penalty: 4787.874512
	Iteration 26Q: 3 clusters Score -3116619 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3116673.750000 Penalty: 4787.874512
	Iteration 27Q: 3 clusters Score -3116674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3116700.500000 Penalty: 4787.874512
	Iteration 28Q: 3 clusters Score -3116700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3116733.750000 Penalty: 4787.874512
	Iteration 29Q: 3 clusters Score -3116734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3116765.750000 Penalty: 4787.874512
	Iteration 30Q: 3 clusters Score -3116766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3116798.000000 Penalty: 4787.874512
	Iteration 31Q: 3 clusters Score -3116798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3116810.250000 Penalty: 4787.874512
	Iteration 32Q: 3 clusters Score -3116810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3116827.000000 Penalty: 4787.874512
	Iteration 33Q: 3 clusters Score -3116827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3116845.500000 Penalty: 4787.874512
	Iteration 34Q: 3 clusters Score -3116846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3116855.000000 Penalty: 4787.874512
	Iteration 35Q: 3 clusters Score -3116855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3116866.500000 Penalty: 4787.874512
	Iteration 36Q: 3 clusters Score -3116866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3116887.750000 Penalty: 4787.874512
	Iteration 37Q: 3 clusters Score -3116888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3116896.000000 Penalty: 4787.874512
	Iteration 38Q: 3 clusters Score -3116896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3116900.000000 Penalty: 4787.874512
	Iteration 39Q: 3 clusters Score -3116900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3116905.250000 Penalty: 4787.874512
	Iteration 40F: 3 clusters Score -3116905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3116913.500000 Penalty: 4787.874512
	Iteration 41Q: 3 clusters Score -3116914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3116938.250000 Penalty: 4787.874512
	Iteration 42Q: 3 clusters Score -3116938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3116954.000000 Penalty: 4787.874512
	Iteration 43Q: 3 clusters Score -3116954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3116975.750000 Penalty: 4787.874512
	Iteration 44Q: 3 clusters Score -3116976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3117001.500000 Penalty: 4787.874512
	Iteration 45Q: 3 clusters Score -3117002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3117026.750000 Penalty: 4787.874512
	Iteration 46Q: 3 clusters Score -3117027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3117045.500000 Penalty: 4787.874512
	Iteration 47Q: 3 clusters Score -3117046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3117066.500000 Penalty: 4787.874512
	Iteration 48Q: 3 clusters Score -3117066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3117084.000000 Penalty: 4787.874512
	Iteration 49Q: 3 clusters Score -3117084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3117095.250000 Penalty: 4787.874512
	Iteration 50Q: 3 clusters Score -3117095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3117104.000000 Penalty: 4787.874512
	Iteration 51Q: 3 clusters Score -3117104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3117133.000000 Penalty: 4787.874512
	Iteration 52Q: 3 clusters Score -3117133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3117148.750000 Penalty: 4787.874512
	Iteration 53Q: 3 clusters Score -3117149 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3117160.750000 Penalty: 4787.874512
	Iteration 54Q: 3 clusters Score -3117161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3117172.750000 Penalty: 4787.874512
	Iteration 55Q: 3 clusters Score -3117173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3117189.750000 Penalty: 4787.874512
	Iteration 56Q: 3 clusters Score -3117190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3117203.500000 Penalty: 4787.874512
	Iteration 57Q: 3 clusters Score -3117204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3117214.250000 Penalty: 4787.874512
	Iteration 58Q: 3 clusters Score -3117214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3117221.250000 Penalty: 4787.874512
	Iteration 59Q: 3 clusters Score -3117221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3117235.750000 Penalty: 4787.874512
	Iteration 60F: 3 clusters Score -3117236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3117247.500000 Penalty: 4787.874512
	Iteration 61Q: 3 clusters Score -3117248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3117258.500000 Penalty: 4787.874512
	Iteration 62Q: 3 clusters Score -3117258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3117273.250000 Penalty: 4787.874512
	Iteration 63Q: 3 clusters Score -3117273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3117282.250000 Penalty: 4787.874512
	Iteration 64Q: 3 clusters Score -3117282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3117287.750000 Penalty: 4787.874512
	Iteration 65Q: 3 clusters Score -3117288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3117296.000000 Penalty: 4787.874512
	Iteration 66Q: 3 clusters Score -3117296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3117301.250000 Penalty: 4787.874512
	Iteration 67Q: 3 clusters Score -3117301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3117300.250000 Penalty: 4787.874512
	Iteration 68Q: 3 clusters Score -3117300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3117302.750000 Penalty: 4787.874512
	Iteration 69Q: 3 clusters Score -3117303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3117307.000000 Penalty: 4787.874512
	Iteration 70Q: 3 clusters Score -3117307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3117304.000000 Penalty: 4787.874512
	Iteration 71Q: 3 clusters Score -3117304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3117309.000000 Penalty: 4787.874512
	Iteration 72Q: 3 clusters Score -3117309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3117310.500000 Penalty: 4787.874512
	Iteration 73Q: 3 clusters Score -3117310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3117321.250000 Penalty: 4787.874512
	Iteration 74Q: 3 clusters Score -3117321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3117323.000000 Penalty: 4787.874512
	Iteration 75Q: 3 clusters Score -3117323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3117323.250000 Penalty: 4787.874512
	Iteration 76Q: 3 clusters Score -3117323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3117330.000000 Penalty: 4787.874512
	Iteration 77Q: 3 clusters Score -3117330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3117327.750000 Penalty: 4787.874512
	Iteration 78Q: 3 clusters Score -3117328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3117330.750000 Penalty: 4787.874512
	Iteration 79Q: 3 clusters Score -3117331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3117323.500000 Penalty: 4787.874512
	Iteration 80F: 3 clusters Score -3117324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3117327.500000 Penalty: 4787.874512
	Iteration 81Q: 3 clusters Score -3117328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3117330.250000 Penalty: 4787.874512
	Iteration 82Q: 3 clusters Score -3117330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3117327.250000 Penalty: 4787.874512
	Iteration 83Q: 3 clusters Score -3117327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3117329.750000 Penalty: 4787.874512
	Iteration 84Q: 3 clusters Score -3117330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3117337.250000 Penalty: 4787.874512
	Iteration 85Q: 3 clusters Score -3117337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3117340.750000 Penalty: 4787.874512
	Iteration 86Q: 3 clusters Score -3117341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3117350.500000 Penalty: 4787.874512
	Iteration 87Q: 3 clusters Score -3117350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3117345.500000 Penalty: 4787.874512
	Iteration 88Q: 3 clusters Score -3117346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3117346.750000 Penalty: 4787.874512
	Iteration 89Q: 3 clusters Score -3117347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3117351.500000 Penalty: 4787.874512
	Iteration 90Q: 3 clusters Score -3117352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3117353.500000 Penalty: 4787.874512
	Iteration 91Q: 3 clusters Score -3117354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3117357.000000 Penalty: 4787.874512
	Iteration 92Q: 3 clusters Score -3117357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3117360.500000 Penalty: 4787.874512
	Iteration 93Q: 3 clusters Score -3117360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3117362.000000 Penalty: 4787.874512
	Iteration 94Q: 3 clusters Score -3117362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3117358.250000 Penalty: 4787.874512
	Iteration 95Q: 3 clusters Score -3117358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3117359.750000 Penalty: 4787.874512
	Iteration 96Q: 3 clusters Score -3117360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3117361.000000 Penalty: 4787.874512
	Iteration 97Q: 3 clusters Score -3117361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3117361.000000 Penalty: 4787.874512
	Iteration 98Q: 3 clusters Score -3117361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3117361.500000 Penalty: 4787.874512
	Iteration 99Q: 3 clusters Score -3117362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3117361.500000 Penalty: 4787.874512
	Iteration 100F: 3 clusters Score -3117362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -155373.968750 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -155374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -153591.875000 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -153591.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -153869.671875 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -153869.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -153924.203125 Penalty: 3359.447754
	Iteration 2Q: 3 clusters Score -153924.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -153948.640625 Penalty: 3359.447754
	Iteration 3Q: 3 clusters Score -153948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -153965.156250 Penalty: 3359.447754
	Iteration 4Q: 3 clusters Score -153965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -153973.734375 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -153973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -153984.171875 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -153984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -153986.843750 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -153986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -153988.421875 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -153988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -153988.421875 Penalty: 3359.447754
	Iteration 9F: 3 clusters Score -153988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Entering Unmasked Estep 
Score: -1393348.625000 Penalty: 2194.002686
	Iteration 0F: 2 clusters Score -1393349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1387585.250000 Penalty: 4388.005371
	Iteration 0F: 3 clusters Score -1387585 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1389039.000000 Penalty: 4388.005371
	Iteration 1F: 3 clusters Score -1389039 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1389245.250000 Penalty: 4388.005371
	Iteration 2F: 3 clusters Score -1389245 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1389369.125000 Penalty: 4388.005371
	Iteration 3Q: 3 clusters Score -1389369 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1389453.000000 Penalty: 4388.005371
	Iteration 4Q: 3 clusters Score -1389453 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1389531.375000 Penalty: 4388.005371
	Iteration 5Q: 3 clusters Score -1389531 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1389593.125000 Penalty: 4388.005371
	Iteration 6Q: 3 clusters Score -1389593 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1389638.375000 Penalty: 4388.005371
	Iteration 7Q: 3 clusters Score -1389638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1389676.500000 Penalty: 4388.005371
	Iteration 8Q: 3 clusters Score -1389676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1389720.500000 Penalty: 4388.005371
	Iteration 9Q: 3 clusters Score -1389720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1389770.000000 Penalty: 4388.005371
	Iteration 10Q: 3 clusters Score -1389770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1389827.000000 Penalty: 4388.005371
	Iteration 11Q: 3 clusters Score -1389827 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1389886.875000 Penalty: 4388.005371
	Iteration 12Q: 3 clusters Score -1389887 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1389962.000000 Penalty: 4388.005371
	Iteration 13Q: 3 clusters Score -1389962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1390041.750000 Penalty: 4388.005371
	Iteration 14Q: 3 clusters Score -1390042 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1390146.375000 Penalty: 4388.005371
	Iteration 15Q: 3 clusters Score -1390146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1390245.625000 Penalty: 4388.005371
	Iteration 16Q: 3 clusters Score -1390246 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1390352.875000 Penalty: 4388.005371
	Iteration 17Q: 3 clusters Score -1390353 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1390475.125000 Penalty: 4388.005371
	Iteration 18Q: 3 clusters Score -1390475 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1390585.000000 Penalty: 4388.005371
	Iteration 19Q: 3 clusters Score -1390585 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1390687.000000 Penalty: 4388.005371
	Iteration 20F: 3 clusters Score -1390687 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1390777.875000 Penalty: 4388.005371
	Iteration 21Q: 3 clusters Score -1390778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1390854.625000 Penalty: 4388.005371
	Iteration 22Q: 3 clusters Score -1390855 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1390943.875000 Penalty: 4388.005371
	Iteration 23Q: 3 clusters Score -1390944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1391019.250000 Penalty: 4388.005371
	Iteration 24Q: 3 clusters Score -1391019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1391074.500000 Penalty: 4388.005371
	Iteration 25Q: 3 clusters Score -1391074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1391138.500000 Penalty: 4388.005371
	Iteration 26Q: 3 clusters Score -1391138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1391188.500000 Penalty: 4388.005371
	Iteration 27Q: 3 clusters Score -1391188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1391232.750000 Penalty: 4388.005371
	Iteration 28Q: 3 clusters Score -1391233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1391262.500000 Penalty: 4388.005371
	Iteration 29Q: 3 clusters Score -1391262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1391279.750000 Penalty: 4388.005371
	Iteration 30Q: 3 clusters Score -1391280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1391302.750000 Penalty: 4388.005371
	Iteration 31Q: 3 clusters Score -1391303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1391316.250000 Penalty: 4388.005371
	Iteration 32Q: 3 clusters Score -1391316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1391333.250000 Penalty: 4388.005371
	Iteration 33Q: 3 clusters Score -1391333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1391350.750000 Penalty: 4388.005371
	Iteration 34Q: 3 clusters Score -1391351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1391371.375000 Penalty: 4388.005371
	Iteration 35Q: 3 clusters Score -1391371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1391396.000000 Penalty: 4388.005371
	Iteration 36Q: 3 clusters Score -1391396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1391412.500000 Penalty: 4388.005371
	Iteration 37Q: 3 clusters Score -1391412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1391429.500000 Penalty: 4388.005371
	Iteration 38Q: 3 clusters Score -1391430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1391446.000000 Penalty: 4388.005371
	Iteration 39Q: 3 clusters Score -1391446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1391452.625000 Penalty: 4388.005371
	Iteration 40F: 3 clusters Score -1391453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1391459.250000 Penalty: 4388.005371
	Iteration 41Q: 3 clusters Score -1391459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1391458.375000 Penalty: 4388.005371
	Iteration 42Q: 3 clusters Score -1391458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1391458.375000 Penalty: 4388.005371
	Iteration 43F: 3 clusters Score -1391458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67288.984375 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -67288.98 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 193 members 
Entering Unmasked Estep 
Score: -65923.554688 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -65923.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66102.859375 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -66102.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66161.453125 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -66161.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66198.945312 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -66198.95 nChanged 10
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: -66241.593750 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -66241.59 nChanged 4
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: -66252.226562 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -66252.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66273.125000 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -66273.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66305.085938 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -66305.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66325.023438 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -66325.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66336.140625 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -66336.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66360.015625 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -66360.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66411.335938 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -66411.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66482.953125 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -66482.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66611.671875 Penalty: 2957.935303
	Iteration 13Q: 3 clusters Score -66611.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66758.851562 Penalty: 2957.935303
	Iteration 14Q: 3 clusters Score -66758.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -66854.671875 Penalty: 2957.935303
	Iteration 15Q: 3 clusters Score -66854.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66953.507812 Penalty: 2957.935303
	Iteration 16Q: 3 clusters Score -66953.51 nChanged 9
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: -67048.703125 Penalty: 2957.935303
	Iteration 17Q: 3 clusters Score -67048.7 nChanged 9
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: -67148.429688 Penalty: 2957.935303
	Iteration 18Q: 3 clusters Score -67148.43 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: -67199.585938 Penalty: 2957.935303
	Iteration 19Q: 3 clusters Score -67199.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -67238.398438 Penalty: 2957.935303
	Iteration 20F: 3 clusters Score -67238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -67302.945312 Penalty: 2957.935303
	Iteration 21Q: 3 clusters Score -67302.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67321.960938 Penalty: 2957.935303
	Iteration 22Q: 3 clusters Score -67321.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67321.960938 Penalty: 2957.935303
	Iteration 23F: 3 clusters Score -67321.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34488 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 32460 members 
Mstep: Class 14 contains 30980 members 
Mstep: Class 15 contains 6401 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 246 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28144 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17018 members 
Mstep: Class 28 contains 25885 members 
Mstep: Class 29 contains 26321 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9337 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28594 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 58986 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14886 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19793 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14815 members 
Mstep: Class 55 contains 28527 members 
Mstep: Class 56 contains 21219 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32303 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14907 members 
Mstep: Class 63 contains 31316 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18337 members 
Mstep: Class 67 contains 29801 members 
Mstep: Class 68 contains 29181 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28223 members 
Mstep: Class 71 contains 17770 members 
Mstep: Class 72 contains 35027 members 
Mstep: Class 73 contains 143 members 
Entering Unmasked Estep 
Score: -161374432.000000 Penalty: 246934.062500
Splitting cluster 20 changes total score from -161376400.000000 to -161374432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -264712.187500 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -264712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -262466.937500 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -262466.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -263021.906250 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -263021.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -263316.250000 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -263316.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -263578.281250 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -263578.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -263835.437500 Penalty: 3632.947021
	Iteration 4F: 3 clusters Score -263835.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -264082.750000 Penalty: 3632.947021
	Iteration 5F: 3 clusters Score -264082.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -264261.625000 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -264261.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -264408.375000 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -264408.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -264495.562500 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -264495.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -264529.812500 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -264529.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -264550.875000 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -264550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -264575.218750 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -264575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -264598.187500 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -264598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -264622.343750 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -264622.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -264647.875000 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -264647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -264661.156250 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -264661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -264667.812500 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -264667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -264669.656250 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -264669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264672.156250 Penalty: 3632.947021
	Iteration 18Q: 3 clusters Score -264672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264673.500000 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -264673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -264674.593750 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -264674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264678.187500 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -264678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264680.000000 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -264680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264681.156250 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -264681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264684.125000 Penalty: 3632.947021
	Iteration 24Q: 3 clusters Score -264684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -264685.750000 Penalty: 3632.947021
	Iteration 25Q: 3 clusters Score -264685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264686.281250 Penalty: 3632.947021
	Iteration 26Q: 3 clusters Score -264686.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -264688.312500 Penalty: 3632.947021
	Iteration 27Q: 3 clusters Score -264688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -264689.187500 Penalty: 3632.947021
	Iteration 28Q: 3 clusters Score -264689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -264689.187500 Penalty: 3632.947021
	Iteration 29F: 3 clusters Score -264689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78461.125000 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78461.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -78759.710938 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78759.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -78915.414062 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -78915.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -79036.203125 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -79036.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -79193.421875 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -79193.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -79315.039062 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -79315.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79447.234375 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -79447.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79491.625000 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -79491.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79541.085938 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -79541.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79567.671875 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -79567.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79578.539062 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -79578.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79584.421875 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -79584.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79589.265625 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -79589.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79591.015625 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -79591.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79594.312500 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -79594.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79601.437500 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -79601.44 nChanged 8
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: -79612.054688 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -79612.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79619.804688 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -79619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79627.757812 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -79627.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79629.382812 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -79629.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79630.531250 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -79630.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79631.140625 Penalty: 3099.987793
	Iteration 21Q: 3 clusters Score -79631.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79631.140625 Penalty: 3099.987793
	Iteration 22F: 3 clusters Score -79631.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -955046.937500 Penalty: 2115.124268
	Iteration 0F: 2 clusters Score -955046.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -950458.875000 Penalty: 4230.248535
	Iteration 0F: 3 clusters Score -950458.9 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -951569.062500 Penalty: 4230.248535
	Iteration 1F: 3 clusters Score -951569.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -951760.750000 Penalty: 4230.248535
	Iteration 2F: 3 clusters Score -951760.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -951877.500000 Penalty: 4230.248535
	Iteration 3Q: 3 clusters Score -951877.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -951953.375000 Penalty: 4230.248535
	Iteration 4Q: 3 clusters Score -951953.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -952007.250000 Penalty: 4230.248535
	Iteration 5Q: 3 clusters Score -952007.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -952053.812500 Penalty: 4230.248535
	Iteration 6Q: 3 clusters Score -952053.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -952081.062500 Penalty: 4230.248535
	Iteration 7Q: 3 clusters Score -952081.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -952099.875000 Penalty: 4230.248535
	Iteration 8Q: 3 clusters Score -952099.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -952118.687500 Penalty: 4230.248535
	Iteration 9Q: 3 clusters Score -952118.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -952133.375000 Penalty: 4230.248535
	Iteration 10Q: 3 clusters Score -952133.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -952147.187500 Penalty: 4230.248535
	Iteration 11Q: 3 clusters Score -952147.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -952160.062500 Penalty: 4230.248535
	Iteration 12Q: 3 clusters Score -952160.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -952173.562500 Penalty: 4230.248535
	Iteration 13Q: 3 clusters Score -952173.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -952183.875000 Penalty: 4230.248535
	Iteration 14Q: 3 clusters Score -952183.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -952189.500000 Penalty: 4230.248535
	Iteration 15Q: 3 clusters Score -952189.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -952196.875000 Penalty: 4230.248535
	Iteration 16Q: 3 clusters Score -952196.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -952208.375000 Penalty: 4230.248535
	Iteration 17Q: 3 clusters Score -952208.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -952218.375000 Penalty: 4230.248535
	Iteration 18Q: 3 clusters Score -952218.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -952230.562500 Penalty: 4230.248535
	Iteration 19Q: 3 clusters Score -952230.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -952238.875000 Penalty: 4230.248535
	Iteration 20F: 3 clusters Score -952238.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -952251.875000 Penalty: 4230.248535
	Iteration 21Q: 3 clusters Score -952251.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -952259.750000 Penalty: 4230.248535
	Iteration 22Q: 3 clusters Score -952259.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -952267.875000 Penalty: 4230.248535
	Iteration 23Q: 3 clusters Score -952267.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -952276.062500 Penalty: 4230.248535
	Iteration 24Q: 3 clusters Score -952276.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -952284.000000 Penalty: 4230.248535
	Iteration 25Q: 3 clusters Score -952284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -952292.062500 Penalty: 4230.248535
	Iteration 26Q: 3 clusters Score -952292.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -952299.937500 Penalty: 4230.248535
	Iteration 27Q: 3 clusters Score -952299.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -952307.187500 Penalty: 4230.248535
	Iteration 28Q: 3 clusters Score -952307.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -952318.375000 Penalty: 4230.248535
	Iteration 29Q: 3 clusters Score -952318.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -952326.000000 Penalty: 4230.248535
	Iteration 30Q: 3 clusters Score -952326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -952334.062500 Penalty: 4230.248535
	Iteration 31Q: 3 clusters Score -952334.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -952343.375000 Penalty: 4230.248535
	Iteration 32Q: 3 clusters Score -952343.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -952349.875000 Penalty: 4230.248535
	Iteration 33Q: 3 clusters Score -952349.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -952356.812500 Penalty: 4230.248535
	Iteration 34Q: 3 clusters Score -952356.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -952365.312500 Penalty: 4230.248535
	Iteration 35Q: 3 clusters Score -952365.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -952375.750000 Penalty: 4230.248535
	Iteration 36Q: 3 clusters Score -952375.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -952383.312500 Penalty: 4230.248535
	Iteration 37Q: 3 clusters Score -952383.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -952392.812500 Penalty: 4230.248535
	Iteration 38Q: 3 clusters Score -952392.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -952401.187500 Penalty: 4230.248535
	Iteration 39Q: 3 clusters Score -952401.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -952411.437500 Penalty: 4230.248535
	Iteration 40F: 3 clusters Score -952411.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -952421.375000 Penalty: 4230.248535
	Iteration 41Q: 3 clusters Score -952421.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -952435.687500 Penalty: 4230.248535
	Iteration 42Q: 3 clusters Score -952435.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -952444.187500 Penalty: 4230.248535
	Iteration 43Q: 3 clusters Score -952444.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -952453.937500 Penalty: 4230.248535
	Iteration 44Q: 3 clusters Score -952453.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -952462.000000 Penalty: 4230.248535
	Iteration 45Q: 3 clusters Score -952462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -952474.687500 Penalty: 4230.248535
	Iteration 46Q: 3 clusters Score -952474.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -952485.937500 Penalty: 4230.248535
	Iteration 47Q: 3 clusters Score -952485.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -952494.875000 Penalty: 4230.248535
	Iteration 48Q: 3 clusters Score -952494.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -952506.750000 Penalty: 4230.248535
	Iteration 49Q: 3 clusters Score -952506.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -952522.062500 Penalty: 4230.248535
	Iteration 50Q: 3 clusters Score -952522.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -952536.062500 Penalty: 4230.248535
	Iteration 51Q: 3 clusters Score -952536.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -952550.312500 Penalty: 4230.248535
	Iteration 52Q: 3 clusters Score -952550.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -952563.062500 Penalty: 4230.248535
	Iteration 53Q: 3 clusters Score -952563.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -952574.125000 Penalty: 4230.248535
	Iteration 54Q: 3 clusters Score -952574.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -952588.625000 Penalty: 4230.248535
	Iteration 55Q: 3 clusters Score -952588.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -952604.812500 Penalty: 4230.248535
	Iteration 56Q: 3 clusters Score -952604.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -952620.625000 Penalty: 4230.248535
	Iteration 57Q: 3 clusters Score -952620.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -952635.500000 Penalty: 4230.248535
	Iteration 58Q: 3 clusters Score -952635.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -952655.125000 Penalty: 4230.248535
	Iteration 59Q: 3 clusters Score -952655.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -952672.062500 Penalty: 4230.248535
	Iteration 60F: 3 clusters Score -952672.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -952694.000000 Penalty: 4230.248535
	Iteration 61Q: 3 clusters Score -952694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -952718.875000 Penalty: 4230.248535
	Iteration 62Q: 3 clusters Score -952718.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -952739.500000 Penalty: 4230.248535
	Iteration 63Q: 3 clusters Score -952739.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -952762.625000 Penalty: 4230.248535
	Iteration 64Q: 3 clusters Score -952762.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -952791.000000 Penalty: 4230.248535
	Iteration 65Q: 3 clusters Score -952791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -952824.937500 Penalty: 4230.248535
	Iteration 66Q: 3 clusters Score -952824.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -952860.187500 Penalty: 4230.248535
	Iteration 67Q: 3 clusters Score -952860.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -952898.062500 Penalty: 4230.248535
	Iteration 68Q: 3 clusters Score -952898.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -952929.000000 Penalty: 4230.248535
	Iteration 69Q: 3 clusters Score -952929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -952958.750000 Penalty: 4230.248535
	Iteration 70Q: 3 clusters Score -952958.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -952993.125000 Penalty: 4230.248535
	Iteration 71Q: 3 clusters Score -952993.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -953016.750000 Penalty: 4230.248535
	Iteration 72Q: 3 clusters Score -953016.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -953042.437500 Penalty: 4230.248535
	Iteration 73Q: 3 clusters Score -953042.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -953070.687500 Penalty: 4230.248535
	Iteration 74Q: 3 clusters Score -953070.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -953086.937500 Penalty: 4230.248535
	Iteration 75Q: 3 clusters Score -953086.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -953098.812500 Penalty: 4230.248535
	Iteration 76Q: 3 clusters Score -953098.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -953109.812500 Penalty: 4230.248535
	Iteration 77Q: 3 clusters Score -953109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -953116.687500 Penalty: 4230.248535
	Iteration 78Q: 3 clusters Score -953116.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -953123.000000 Penalty: 4230.248535
	Iteration 79Q: 3 clusters Score -953123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -953130.375000 Penalty: 4230.248535
	Iteration 80F: 3 clusters Score -953130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -953136.750000 Penalty: 4230.248535
	Iteration 81Q: 3 clusters Score -953136.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -953138.625000 Penalty: 4230.248535
	Iteration 82Q: 3 clusters Score -953138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -953144.687500 Penalty: 4230.248535
	Iteration 83Q: 3 clusters Score -953144.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -953149.250000 Penalty: 4230.248535
	Iteration 84Q: 3 clusters Score -953149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -953154.937500 Penalty: 4230.248535
	Iteration 85Q: 3 clusters Score -953154.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -953163.625000 Penalty: 4230.248535
	Iteration 86Q: 3 clusters Score -953163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -953170.812500 Penalty: 4230.248535
	Iteration 87Q: 3 clusters Score -953170.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -953175.750000 Penalty: 4230.248535
	Iteration 88Q: 3 clusters Score -953175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -953181.562500 Penalty: 4230.248535
	Iteration 89Q: 3 clusters Score -953181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -953185.000000 Penalty: 4230.248535
	Iteration 90Q: 3 clusters Score -953185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -953186.187500 Penalty: 4230.248535
	Iteration 91Q: 3 clusters Score -953186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -953187.437500 Penalty: 4230.248535
	Iteration 92Q: 3 clusters Score -953187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -953190.062500 Penalty: 4230.248535
	Iteration 93Q: 3 clusters Score -953190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -953192.625000 Penalty: 4230.248535
	Iteration 94Q: 3 clusters Score -953192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -953196.000000 Penalty: 4230.248535
	Iteration 95Q: 3 clusters Score -953196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -953196.625000 Penalty: 4230.248535
	Iteration 96Q: 3 clusters Score -953196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -953201.562500 Penalty: 4230.248535
	Iteration 97Q: 3 clusters Score -953201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -953206.812500 Penalty: 4230.248535
	Iteration 98Q: 3 clusters Score -953206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -953207.937500 Penalty: 4230.248535
	Iteration 99Q: 3 clusters Score -953207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -953212.312500 Penalty: 4230.248535
	Iteration 100F: 3 clusters Score -953212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -953213.437500 Penalty: 4230.248535
	Iteration 101Q: 3 clusters Score -953213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -953216.562500 Penalty: 4230.248535
	Iteration 102Q: 3 clusters Score -953216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -953218.187500 Penalty: 4230.248535
	Iteration 103Q: 3 clusters Score -953218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -953218.937500 Penalty: 4230.248535
	Iteration 104Q: 3 clusters Score -953218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -953223.125000 Penalty: 4230.248535
	Iteration 105Q: 3 clusters Score -953223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -953226.500000 Penalty: 4230.248535
	Iteration 106Q: 3 clusters Score -953226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -953229.187500 Penalty: 4230.248535
	Iteration 107Q: 3 clusters Score -953229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -953234.437500 Penalty: 4230.248535
	Iteration 108Q: 3 clusters Score -953234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -953238.937500 Penalty: 4230.248535
	Iteration 109Q: 3 clusters Score -953238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -953238.750000 Penalty: 4230.248535
	Iteration 110Q: 3 clusters Score -953238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -953239.437500 Penalty: 4230.248535
	Iteration 111Q: 3 clusters Score -953239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -953240.562500 Penalty: 4230.248535
	Iteration 112Q: 3 clusters Score -953240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -953240.562500 Penalty: 4230.248535
	Iteration 113F: 3 clusters Score -953240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Entering Unmasked Estep 
Score: -5379936.000000 Penalty: 2540.782227
	Iteration 0F: 2 clusters Score -5379936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -5360517.500000 Penalty: 5081.564453
	Iteration 0F: 3 clusters Score -5360518 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5367413.500000 Penalty: 5081.564453
	Iteration 1F: 3 clusters Score -5367414 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -5367832.500000 Penalty: 5081.564453
	Iteration 2Q: 3 clusters Score -5367832 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -5368085.000000 Penalty: 5081.564453
	Iteration 3Q: 3 clusters Score -5368085 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -5368292.000000 Penalty: 5081.564453
	Iteration 4Q: 3 clusters Score -5368292 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -5368476.500000 Penalty: 5081.564453
	Iteration 5Q: 3 clusters Score -5368476 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -5368655.500000 Penalty: 5081.564453
	Iteration 6Q: 3 clusters Score -5368656 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -5368860.000000 Penalty: 5081.564453
	Iteration 7Q: 3 clusters Score -5368860 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -5369077.000000 Penalty: 5081.564453
	Iteration 8Q: 3 clusters Score -5369077 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5369445.500000 Penalty: 5081.564453
	Iteration 9Q: 3 clusters Score -5369446 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -5370017.000000 Penalty: 5081.564453
	Iteration 10Q: 3 clusters Score -5370017 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -5370922.000000 Penalty: 5081.564453
	Iteration 11F: 3 clusters Score -5370922 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -5372304.000000 Penalty: 5081.564453
	Iteration 12F: 3 clusters Score -5372304 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5374041.500000 Penalty: 5081.564453
	Iteration 13F: 3 clusters Score -5374042 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5375725.500000 Penalty: 5081.564453
	Iteration 14F: 3 clusters Score -5375726 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5376812.500000 Penalty: 5081.564453
	Iteration 15Q: 3 clusters Score -5376812 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5377287.500000 Penalty: 5081.564453
	Iteration 16Q: 3 clusters Score -5377288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5377473.000000 Penalty: 5081.564453
	Iteration 17Q: 3 clusters Score -5377473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5377580.000000 Penalty: 5081.564453
	Iteration 18Q: 3 clusters Score -5377580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5377634.000000 Penalty: 5081.564453
	Iteration 19Q: 3 clusters Score -5377634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5377662.500000 Penalty: 5081.564453
	Iteration 20F: 3 clusters Score -5377662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5377684.000000 Penalty: 5081.564453
	Iteration 21Q: 3 clusters Score -5377684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5377702.500000 Penalty: 5081.564453
	Iteration 22Q: 3 clusters Score -5377702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5377705.500000 Penalty: 5081.564453
	Iteration 23Q: 3 clusters Score -5377706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5377705.000000 Penalty: 5081.564453
	Iteration 24Q: 3 clusters Score -5377705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5377705.000000 Penalty: 5081.564453
	Iteration 25F: 3 clusters Score -5377705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -232356.156250 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -232356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -230299.890625 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -230299.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -230687.078125 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -230687.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -230867.250000 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -230867.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -231009.250000 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -231009.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -231158.562500 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -231158.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -231339.406250 Penalty: 3508.761963
	Iteration 5F: 3 clusters Score -231339.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -231535.093750 Penalty: 3508.761963
	Iteration 6F: 3 clusters Score -231535.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -231753.484375 Penalty: 3508.761963
	Iteration 7F: 3 clusters Score -231753.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -231866.890625 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -231866.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -231954.937500 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -231954.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -232005.484375 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -232005.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -232027.109375 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -232027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -232038.468750 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -232038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -232043.140625 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -232043.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -232047.281250 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -232047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -232053.703125 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -232053.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -232055.968750 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -232056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -232056.593750 Penalty: 3508.761963
	Iteration 17F: 3 clusters Score -232056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -232067.437500 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -232067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -232067.437500 Penalty: 3508.761963
	Iteration 19F: 3 clusters Score -232067.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -114974.750000 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -114974.8 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 288 members 
Entering Unmasked Estep 
Score: -113353.593750 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -113353.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -113557.609375 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -113557.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -113600.093750 Penalty: 3141.306641
	Iteration 2Q: 3 clusters Score -113600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -113613.640625 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -113613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -113618.968750 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -113619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -113625.359375 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -113625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -113627.492188 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -113627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -113627.492188 Penalty: 3141.306641
	Iteration 7F: 3 clusters Score -113627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Entering Unmasked Estep 
Score: -3578648.750000 Penalty: 2416.022705
	Iteration 0F: 2 clusters Score -3578649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3567428.000000 Penalty: 4832.045410
	Iteration 0F: 3 clusters Score -3567428 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3571168.750000 Penalty: 4832.045410
	Iteration 1F: 3 clusters Score -3571169 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3571460.750000 Penalty: 4832.045410
	Iteration 2F: 3 clusters Score -3571461 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3571661.500000 Penalty: 4832.045410
	Iteration 3Q: 3 clusters Score -3571662 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -3571853.500000 Penalty: 4832.045410
	Iteration 4Q: 3 clusters Score -3571854 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3571984.250000 Penalty: 4832.045410
	Iteration 5Q: 3 clusters Score -3571984 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3572080.250000 Penalty: 4832.045410
	Iteration 6Q: 3 clusters Score -3572080 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3572178.000000 Penalty: 4832.045410
	Iteration 7Q: 3 clusters Score -3572178 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3572256.750000 Penalty: 4832.045410
	Iteration 8Q: 3 clusters Score -3572257 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3572394.750000 Penalty: 4832.045410
	Iteration 9Q: 3 clusters Score -3572395 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3572542.750000 Penalty: 4832.045410
	Iteration 10Q: 3 clusters Score -3572543 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3572751.750000 Penalty: 4832.045410
	Iteration 11Q: 3 clusters Score -3572752 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3573044.750000 Penalty: 4832.045410
	Iteration 12Q: 3 clusters Score -3573045 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3573452.000000 Penalty: 4832.045410
	Iteration 13Q: 3 clusters Score -3573452 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3573978.750000 Penalty: 4832.045410
	Iteration 14F: 3 clusters Score -3573979 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3574566.500000 Penalty: 4832.045410
	Iteration 15F: 3 clusters Score -3574566 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3575073.250000 Penalty: 4832.045410
	Iteration 16Q: 3 clusters Score -3575073 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3575521.000000 Penalty: 4832.045410
	Iteration 17Q: 3 clusters Score -3575521 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3575855.750000 Penalty: 4832.045410
	Iteration 18Q: 3 clusters Score -3575856 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3576068.500000 Penalty: 4832.045410
	Iteration 19Q: 3 clusters Score -3576068 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3576203.250000 Penalty: 4832.045410
	Iteration 20F: 3 clusters Score -3576203 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3576296.750000 Penalty: 4832.045410
	Iteration 21Q: 3 clusters Score -3576297 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3576371.250000 Penalty: 4832.045410
	Iteration 22Q: 3 clusters Score -3576371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3576432.500000 Penalty: 4832.045410
	Iteration 23Q: 3 clusters Score -3576432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3576457.000000 Penalty: 4832.045410
	Iteration 24Q: 3 clusters Score -3576457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3576479.000000 Penalty: 4832.045410
	Iteration 25Q: 3 clusters Score -3576479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3576491.250000 Penalty: 4832.045410
	Iteration 26Q: 3 clusters Score -3576491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3576510.500000 Penalty: 4832.045410
	Iteration 27Q: 3 clusters Score -3576510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3576512.500000 Penalty: 4832.045410
	Iteration 28Q: 3 clusters Score -3576512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3576517.250000 Penalty: 4832.045410
	Iteration 29Q: 3 clusters Score -3576517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3576520.000000 Penalty: 4832.045410
	Iteration 30Q: 3 clusters Score -3576520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3576527.000000 Penalty: 4832.045410
	Iteration 31Q: 3 clusters Score -3576527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3576529.750000 Penalty: 4832.045410
	Iteration 32Q: 3 clusters Score -3576530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3576539.250000 Penalty: 4832.045410
	Iteration 33Q: 3 clusters Score -3576539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3576537.250000 Penalty: 4832.045410
	Iteration 34Q: 3 clusters Score -3576537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3576541.750000 Penalty: 4832.045410
	Iteration 35Q: 3 clusters Score -3576542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3576539.500000 Penalty: 4832.045410
	Iteration 36Q: 3 clusters Score -3576540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3576552.250000 Penalty: 4832.045410
	Iteration 37Q: 3 clusters Score -3576552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3576546.000000 Penalty: 4832.045410
	Iteration 38Q: 3 clusters Score -3576546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3576550.750000 Penalty: 4832.045410
	Iteration 39Q: 3 clusters Score -3576551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3576553.250000 Penalty: 4832.045410
	Iteration 40F: 3 clusters Score -3576553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3576553.000000 Penalty: 4832.045410
	Iteration 41Q: 3 clusters Score -3576553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3576553.000000 Penalty: 4832.045410
	Iteration 42F: 3 clusters Score -3576553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Entering Unmasked Estep 
Score: -5050654.000000 Penalty: 2520.031982
	Iteration 0F: 2 clusters Score -5050654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -5033206.500000 Penalty: 5040.063965
	Iteration 0F: 3 clusters Score -5033206 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5039415.500000 Penalty: 5040.063965
	Iteration 1F: 3 clusters Score -5039416 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5039861.500000 Penalty: 5040.063965
	Iteration 2Q: 3 clusters Score -5039862 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5040272.500000 Penalty: 5040.063965
	Iteration 3Q: 3 clusters Score -5040272 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -5040698.500000 Penalty: 5040.063965
	Iteration 4Q: 3 clusters Score -5040698 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -5041182.000000 Penalty: 5040.063965
	Iteration 5Q: 3 clusters Score -5041182 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -5041809.500000 Penalty: 5040.063965
	Iteration 6Q: 3 clusters Score -5041810 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -5042574.500000 Penalty: 5040.063965
	Iteration 7Q: 3 clusters Score -5042574 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -5043633.500000 Penalty: 5040.063965
	Iteration 8Q: 3 clusters Score -5043634 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -5044920.000000 Penalty: 5040.063965
	Iteration 9Q: 3 clusters Score -5044920 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -5046107.500000 Penalty: 5040.063965
	Iteration 10Q: 3 clusters Score -5046108 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5046985.000000 Penalty: 5040.063965
	Iteration 11Q: 3 clusters Score -5046985 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -5047502.500000 Penalty: 5040.063965
	Iteration 12Q: 3 clusters Score -5047502 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -5047772.500000 Penalty: 5040.063965
	Iteration 13Q: 3 clusters Score -5047772 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -5047954.500000 Penalty: 5040.063965
	Iteration 14Q: 3 clusters Score -5047954 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -5048094.000000 Penalty: 5040.063965
	Iteration 15Q: 3 clusters Score -5048094 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -5048209.500000 Penalty: 5040.063965
	Iteration 16Q: 3 clusters Score -5048210 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5048275.500000 Penalty: 5040.063965
	Iteration 17Q: 3 clusters Score -5048276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -5048316.500000 Penalty: 5040.063965
	Iteration 18Q: 3 clusters Score -5048316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -5048347.000000 Penalty: 5040.063965
	Iteration 19Q: 3 clusters Score -5048347 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5048374.000000 Penalty: 5040.063965
	Iteration 20F: 3 clusters Score -5048374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -5048365.500000 Penalty: 5040.063965
	Iteration 21Q: 3 clusters Score -5048366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5048391.500000 Penalty: 5040.063965
	Iteration 22Q: 3 clusters Score -5048392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -5048390.000000 Penalty: 5040.063965
	Iteration 23Q: 3 clusters Score -5048390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -5048390.000000 Penalty: 5040.063965
	Iteration 24Q: 3 clusters Score -5048390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5048409.000000 Penalty: 5040.063965
	Iteration 25Q: 3 clusters Score -5048409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -5048408.500000 Penalty: 5040.063965
	Iteration 26Q: 3 clusters Score -5048408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -5048414.000000 Penalty: 5040.063965
	Iteration 27Q: 3 clusters Score -5048414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -5048419.000000 Penalty: 5040.063965
	Iteration 28Q: 3 clusters Score -5048419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5048414.500000 Penalty: 5040.063965
	Iteration 29Q: 3 clusters Score -5048414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5048404.000000 Penalty: 5040.063965
	Iteration 30Q: 3 clusters Score -5048404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5048416.500000 Penalty: 5040.063965
	Iteration 31Q: 3 clusters Score -5048416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5048417.000000 Penalty: 5040.063965
	Iteration 32Q: 3 clusters Score -5048417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5048410.500000 Penalty: 5040.063965
	Iteration 33Q: 3 clusters Score -5048410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -5048402.000000 Penalty: 5040.063965
	Iteration 34Q: 3 clusters Score -5048402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5048409.000000 Penalty: 5040.063965
	Iteration 35Q: 3 clusters Score -5048409 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5048414.000000 Penalty: 5040.063965
	Iteration 36Q: 3 clusters Score -5048414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -5048394.500000 Penalty: 5040.063965
	Iteration 37Q: 3 clusters Score -5048394 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5048397.000000 Penalty: 5040.063965
	Iteration 38Q: 3 clusters Score -5048397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5048417.500000 Penalty: 5040.063965
	Iteration 39Q: 3 clusters Score -5048418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5048419.500000 Penalty: 5040.063965
	Iteration 40F: 3 clusters Score -5048420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -5048429.000000 Penalty: 5040.063965
	Iteration 41Q: 3 clusters Score -5048429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -5048423.000000 Penalty: 5040.063965
	Iteration 42Q: 3 clusters Score -5048423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -5048413.500000 Penalty: 5040.063965
	Iteration 43Q: 3 clusters Score -5048414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5048416.500000 Penalty: 5040.063965
	Iteration 44Q: 3 clusters Score -5048416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5048429.500000 Penalty: 5040.063965
	Iteration 45Q: 3 clusters Score -5048430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5048420.500000 Penalty: 5040.063965
	Iteration 46Q: 3 clusters Score -5048420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5048434.000000 Penalty: 5040.063965
	Iteration 47Q: 3 clusters Score -5048434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5048416.000000 Penalty: 5040.063965
	Iteration 48Q: 3 clusters Score -5048416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -5048422.500000 Penalty: 5040.063965
	Iteration 49Q: 3 clusters Score -5048422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5048422.500000 Penalty: 5040.063965
	Iteration 50Q: 3 clusters Score -5048422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -5048427.000000 Penalty: 5040.063965
	Iteration 51Q: 3 clusters Score -5048427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5048436.000000 Penalty: 5040.063965
	Iteration 52Q: 3 clusters Score -5048436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -5048438.500000 Penalty: 5040.063965
	Iteration 53Q: 3 clusters Score -5048438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -5048449.500000 Penalty: 5040.063965
	Iteration 54Q: 3 clusters Score -5048450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -5048441.500000 Penalty: 5040.063965
	Iteration 55Q: 3 clusters Score -5048442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5048435.000000 Penalty: 5040.063965
	Iteration 56Q: 3 clusters Score -5048435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5048430.500000 Penalty: 5040.063965
	Iteration 57Q: 3 clusters Score -5048430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -5048443.000000 Penalty: 5040.063965
	Iteration 58Q: 3 clusters Score -5048443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -5048442.500000 Penalty: 5040.063965
	Iteration 59Q: 3 clusters Score -5048442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5048445.000000 Penalty: 5040.063965
	Iteration 60F: 3 clusters Score -5048445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5048437.500000 Penalty: 5040.063965
	Iteration 61Q: 3 clusters Score -5048438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -5048439.000000 Penalty: 5040.063965
	Iteration 62Q: 3 clusters Score -5048439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -5048442.000000 Penalty: 5040.063965
	Iteration 63Q: 3 clusters Score -5048442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5048441.500000 Penalty: 5040.063965
	Iteration 64Q: 3 clusters Score -5048442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5048441.500000 Penalty: 5040.063965
	Iteration 65F: 3 clusters Score -5048442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Entering Unmasked Estep 
Score: -5139838.000000 Penalty: 2524.174316
	Iteration 0F: 2 clusters Score -5139838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5122001.000000 Penalty: 5048.348633
	Iteration 0F: 3 clusters Score -5122001 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5128267.500000 Penalty: 5048.348633
	Iteration 1F: 3 clusters Score -5128268 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -5128690.500000 Penalty: 5048.348633
	Iteration 2Q: 3 clusters Score -5128690 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5129070.000000 Penalty: 5048.348633
	Iteration 3Q: 3 clusters Score -5129070 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5129384.500000 Penalty: 5048.348633
	Iteration 4Q: 3 clusters Score -5129384 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -5129699.000000 Penalty: 5048.348633
	Iteration 5Q: 3 clusters Score -5129699 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -5130049.500000 Penalty: 5048.348633
	Iteration 6Q: 3 clusters Score -5130050 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5130532.000000 Penalty: 5048.348633
	Iteration 7Q: 3 clusters Score -5130532 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -5131197.500000 Penalty: 5048.348633
	Iteration 8Q: 3 clusters Score -5131198 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -5132159.500000 Penalty: 5048.348633
	Iteration 9F: 3 clusters Score -5132160 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5133502.500000 Penalty: 5048.348633
	Iteration 10F: 3 clusters Score -5133502 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -5134982.000000 Penalty: 5048.348633
	Iteration 11F: 3 clusters Score -5134982 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5136129.000000 Penalty: 5048.348633
	Iteration 12F: 3 clusters Score -5136129 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5136889.000000 Penalty: 5048.348633
	Iteration 13Q: 3 clusters Score -5136889 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5137243.000000 Penalty: 5048.348633
	Iteration 14Q: 3 clusters Score -5137243 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5137439.500000 Penalty: 5048.348633
	Iteration 15Q: 3 clusters Score -5137440 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5137553.500000 Penalty: 5048.348633
	Iteration 16Q: 3 clusters Score -5137554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5137624.000000 Penalty: 5048.348633
	Iteration 17Q: 3 clusters Score -5137624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5137649.500000 Penalty: 5048.348633
	Iteration 18Q: 3 clusters Score -5137650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5137664.000000 Penalty: 5048.348633
	Iteration 19Q: 3 clusters Score -5137664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5137675.000000 Penalty: 5048.348633
	Iteration 20F: 3 clusters Score -5137675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5137674.500000 Penalty: 5048.348633
	Iteration 21Q: 3 clusters Score -5137674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5137679.500000 Penalty: 5048.348633
	Iteration 22Q: 3 clusters Score -5137680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5137679.500000 Penalty: 5048.348633
	Iteration 23F: 3 clusters Score -5137680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -712060.437500 Penalty: 2041.249146
	Iteration 0F: 2 clusters Score -712060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -708270.062500 Penalty: 4082.498291
	Iteration 0F: 3 clusters Score -708270.1 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -709115.562500 Penalty: 4082.498291
	Iteration 1F: 3 clusters Score -709115.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -709317.375000 Penalty: 4082.498291
	Iteration 2F: 3 clusters Score -709317.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -709448.687500 Penalty: 4082.498291
	Iteration 3F: 3 clusters Score -709448.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -709537.812500 Penalty: 4082.498291
	Iteration 4Q: 3 clusters Score -709537.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -709603.437500 Penalty: 4082.498291
	Iteration 5Q: 3 clusters Score -709603.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -709670.375000 Penalty: 4082.498291
	Iteration 6Q: 3 clusters Score -709670.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -709756.812500 Penalty: 4082.498291
	Iteration 7Q: 3 clusters Score -709756.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -709832.625000 Penalty: 4082.498291
	Iteration 8Q: 3 clusters Score -709832.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -709915.375000 Penalty: 4082.498291
	Iteration 9Q: 3 clusters Score -709915.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -710001.562500 Penalty: 4082.498291
	Iteration 10Q: 3 clusters Score -710001.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -710083.937500 Penalty: 4082.498291
	Iteration 11Q: 3 clusters Score -710083.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -710149.437500 Penalty: 4082.498291
	Iteration 12Q: 3 clusters Score -710149.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -710207.562500 Penalty: 4082.498291
	Iteration 13Q: 3 clusters Score -710207.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -710265.062500 Penalty: 4082.498291
	Iteration 14Q: 3 clusters Score -710265.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -710318.250000 Penalty: 4082.498291
	Iteration 15Q: 3 clusters Score -710318.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -710360.312500 Penalty: 4082.498291
	Iteration 16Q: 3 clusters Score -710360.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -710393.000000 Penalty: 4082.498291
	Iteration 17Q: 3 clusters Score -710393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -710413.937500 Penalty: 4082.498291
	Iteration 18Q: 3 clusters Score -710413.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -710430.125000 Penalty: 4082.498291
	Iteration 19Q: 3 clusters Score -710430.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -710441.500000 Penalty: 4082.498291
	Iteration 20F: 3 clusters Score -710441.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -710449.562500 Penalty: 4082.498291
	Iteration 21Q: 3 clusters Score -710449.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -710461.812500 Penalty: 4082.498291
	Iteration 22Q: 3 clusters Score -710461.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -710473.500000 Penalty: 4082.498291
	Iteration 23Q: 3 clusters Score -710473.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -710483.062500 Penalty: 4082.498291
	Iteration 24Q: 3 clusters Score -710483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -710488.437500 Penalty: 4082.498291
	Iteration 25Q: 3 clusters Score -710488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -710490.750000 Penalty: 4082.498291
	Iteration 26Q: 3 clusters Score -710490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -710493.062500 Penalty: 4082.498291
	Iteration 27Q: 3 clusters Score -710493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -710494.937500 Penalty: 4082.498291
	Iteration 28Q: 3 clusters Score -710494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -710498.437500 Penalty: 4082.498291
	Iteration 29Q: 3 clusters Score -710498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -710501.062500 Penalty: 4082.498291
	Iteration 30Q: 3 clusters Score -710501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -710503.937500 Penalty: 4082.498291
	Iteration 31Q: 3 clusters Score -710503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -710505.812500 Penalty: 4082.498291
	Iteration 32Q: 3 clusters Score -710505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -710507.125000 Penalty: 4082.498291
	Iteration 33Q: 3 clusters Score -710507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -710507.062500 Penalty: 4082.498291
	Iteration 34Q: 3 clusters Score -710507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -710507.062500 Penalty: 4082.498291
	Iteration 35F: 3 clusters Score -710507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15599.981445 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -15599.98 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 107 members 
Entering Unmasked Estep 
Score: -14665.936523 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -14665.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14793.066406 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -14793.07 nChanged 9
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: -14814.170898 Penalty: 2622.980469
	Iteration 2Q: 3 clusters Score -14814.17 nChanged 1
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: -14814.861328 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -14814.86 nChanged 0
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: -14814.861328 Penalty: 2622.980469
	Iteration 4F: 3 clusters Score -14814.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Entering Unmasked Estep 
Score: -4972147.000000 Penalty: 2504.024414
	Iteration 0F: 2 clusters Score -4972147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4955675.500000 Penalty: 5008.048828
	Iteration 0F: 3 clusters Score -4955676 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4961532.500000 Penalty: 5008.048828
	Iteration 1F: 3 clusters Score -4961532 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4961953.000000 Penalty: 5008.048828
	Iteration 2F: 3 clusters Score -4961953 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -4962335.000000 Penalty: 5008.048828
	Iteration 3Q: 3 clusters Score -4962335 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4962804.000000 Penalty: 5008.048828
	Iteration 4Q: 3 clusters Score -4962804 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4963458.000000 Penalty: 5008.048828
	Iteration 5F: 3 clusters Score -4963458 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4964316.500000 Penalty: 5008.048828
	Iteration 6F: 3 clusters Score -4964316 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4965492.500000 Penalty: 5008.048828
	Iteration 7F: 3 clusters Score -4965492 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4966937.000000 Penalty: 5008.048828
	Iteration 8F: 3 clusters Score -4966937 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -4968235.000000 Penalty: 5008.048828
	Iteration 9F: 3 clusters Score -4968235 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4969111.000000 Penalty: 5008.048828
	Iteration 10Q: 3 clusters Score -4969111 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -4969569.000000 Penalty: 5008.048828
	Iteration 11Q: 3 clusters Score -4969569 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -4969765.500000 Penalty: 5008.048828
	Iteration 12Q: 3 clusters Score -4969766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4969870.500000 Penalty: 5008.048828
	Iteration 13Q: 3 clusters Score -4969870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4969904.000000 Penalty: 5008.048828
	Iteration 14Q: 3 clusters Score -4969904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4969926.500000 Penalty: 5008.048828
	Iteration 15Q: 3 clusters Score -4969926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -4969945.500000 Penalty: 5008.048828
	Iteration 16Q: 3 clusters Score -4969946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4969947.500000 Penalty: 5008.048828
	Iteration 17Q: 3 clusters Score -4969948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4969958.500000 Penalty: 5008.048828
	Iteration 18Q: 3 clusters Score -4969958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4969980.000000 Penalty: 5008.048828
	Iteration 19Q: 3 clusters Score -4969980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4969983.000000 Penalty: 5008.048828
	Iteration 20F: 3 clusters Score -4969983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -4969990.500000 Penalty: 5008.048828
	Iteration 21Q: 3 clusters Score -4969990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4969994.500000 Penalty: 5008.048828
	Iteration 22Q: 3 clusters Score -4969994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4969998.000000 Penalty: 5008.048828
	Iteration 23Q: 3 clusters Score -4969998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4970000.000000 Penalty: 5008.048828
	Iteration 24Q: 3 clusters Score -4970000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4970002.500000 Penalty: 5008.048828
	Iteration 25Q: 3 clusters Score -4970002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4970002.500000 Penalty: 5008.048828
	Iteration 26F: 3 clusters Score -4970002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1859798.500000 Penalty: 2267.151367
	Iteration 0F: 2 clusters Score -1859798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1852542.875000 Penalty: 4534.302734
	Iteration 0F: 3 clusters Score -1852543 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1854652.875000 Penalty: 4534.302734
	Iteration 1F: 3 clusters Score -1854653 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1854979.375000 Penalty: 4534.302734
	Iteration 2F: 3 clusters Score -1854979 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1855214.250000 Penalty: 4534.302734
	Iteration 3F: 3 clusters Score -1855214 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1855415.000000 Penalty: 4534.302734
	Iteration 4Q: 3 clusters Score -1855415 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1855593.125000 Penalty: 4534.302734
	Iteration 5Q: 3 clusters Score -1855593 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1855760.875000 Penalty: 4534.302734
	Iteration 6Q: 3 clusters Score -1855761 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1855938.500000 Penalty: 4534.302734
	Iteration 7Q: 3 clusters Score -1855938 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1856132.500000 Penalty: 4534.302734
	Iteration 8Q: 3 clusters Score -1856132 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1856344.125000 Penalty: 4534.302734
	Iteration 9Q: 3 clusters Score -1856344 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1856538.500000 Penalty: 4534.302734
	Iteration 10Q: 3 clusters Score -1856538 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1856701.000000 Penalty: 4534.302734
	Iteration 11Q: 3 clusters Score -1856701 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1856833.625000 Penalty: 4534.302734
	Iteration 12Q: 3 clusters Score -1856834 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1856941.375000 Penalty: 4534.302734
	Iteration 13Q: 3 clusters Score -1856941 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1857051.750000 Penalty: 4534.302734
	Iteration 14Q: 3 clusters Score -1857052 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1857152.125000 Penalty: 4534.302734
	Iteration 15Q: 3 clusters Score -1857152 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1857246.375000 Penalty: 4534.302734
	Iteration 16Q: 3 clusters Score -1857246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1857332.875000 Penalty: 4534.302734
	Iteration 17Q: 3 clusters Score -1857333 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1857422.875000 Penalty: 4534.302734
	Iteration 18Q: 3 clusters Score -1857423 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1857496.750000 Penalty: 4534.302734
	Iteration 19Q: 3 clusters Score -1857497 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1857558.750000 Penalty: 4534.302734
	Iteration 20F: 3 clusters Score -1857559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1857614.750000 Penalty: 4534.302734
	Iteration 21Q: 3 clusters Score -1857615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1857651.875000 Penalty: 4534.302734
	Iteration 22Q: 3 clusters Score -1857652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1857685.625000 Penalty: 4534.302734
	Iteration 23Q: 3 clusters Score -1857686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1857707.875000 Penalty: 4534.302734
	Iteration 24Q: 3 clusters Score -1857708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1857731.750000 Penalty: 4534.302734
	Iteration 25Q: 3 clusters Score -1857732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1857754.750000 Penalty: 4534.302734
	Iteration 26Q: 3 clusters Score -1857755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1857773.625000 Penalty: 4534.302734
	Iteration 27Q: 3 clusters Score -1857774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1857786.000000 Penalty: 4534.302734
	Iteration 28Q: 3 clusters Score -1857786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1857793.375000 Penalty: 4534.302734
	Iteration 29Q: 3 clusters Score -1857793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1857799.250000 Penalty: 4534.302734
	Iteration 30Q: 3 clusters Score -1857799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1857801.625000 Penalty: 4534.302734
	Iteration 31Q: 3 clusters Score -1857802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1857810.625000 Penalty: 4534.302734
	Iteration 32Q: 3 clusters Score -1857811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1857812.625000 Penalty: 4534.302734
	Iteration 33Q: 3 clusters Score -1857813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1857820.875000 Penalty: 4534.302734
	Iteration 34Q: 3 clusters Score -1857821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1857822.875000 Penalty: 4534.302734
	Iteration 35Q: 3 clusters Score -1857823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1857822.875000 Penalty: 4534.302734
	Iteration 36F: 3 clusters Score -1857823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54790.964844 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54790.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55075.011719 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -55075.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55264.378906 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55264.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55373.019531 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -55373.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55483.109375 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55483.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55674.019531 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55674.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55730.617188 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55730.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55733.546875 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -55733.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55751.625000 Penalty: 2951.518799
	Iteration 8F: 3 clusters Score -55751.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55827.210938 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55827.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55851.093750 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55851.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55892.554688 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -55892.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55920.832031 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -55920.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55924.871094 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -55924.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55961.562500 Penalty: 2951.518799
	Iteration 14Q: 3 clusters Score -55961.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56022.621094 Penalty: 2951.518799
	Iteration 15Q: 3 clusters Score -56022.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56070.578125 Penalty: 2951.518799
	Iteration 16Q: 3 clusters Score -56070.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56121.902344 Penalty: 2951.518799
	Iteration 17Q: 3 clusters Score -56121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56125.164062 Penalty: 2951.518799
	Iteration 18Q: 3 clusters Score -56125.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56125.164062 Penalty: 2951.518799
	Iteration 19F: 3 clusters Score -56125.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34488 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 32460 members 
Mstep: Class 14 contains 30980 members 
Mstep: Class 15 contains 6401 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28144 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17018 members 
Mstep: Class 28 contains 25885 members 
Mstep: Class 29 contains 26321 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9337 members 
Mstep: Class 34 contains 215 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28594 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 58986 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14886 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19793 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14815 members 
Mstep: Class 55 contains 28527 members 
Mstep: Class 56 contains 21219 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32303 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14907 members 
Mstep: Class 63 contains 31316 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18337 members 
Mstep: Class 67 contains 29801 members 
Mstep: Class 68 contains 29181 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28223 members 
Mstep: Class 71 contains 17770 members 
Mstep: Class 72 contains 35027 members 
Mstep: Class 73 contains 169 members 
Entering Unmasked Estep 
Score: -161375152.000000 Penalty: 246934.062500
Splitting cluster 34 changes total score from -161376400.000000 to -161375152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 164 members 
Entering Unmasked Estep 
Score: -45401.667969 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45401.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45649.636719 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45649.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45754.078125 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -45754.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45798.457031 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45798.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45844.656250 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45844.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45892.835938 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -45892.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45935.789062 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -45935.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45988.613281 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -45988.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45998.996094 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -45999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46001.027344 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -46001.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46001.027344 Penalty: 2868.777344
	Iteration 10F: 3 clusters Score -46001.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -269602.031250 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -269602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -267426.093750 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -267426.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -267882.031250 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -267882 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -268109.625000 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -268109.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -268262.875000 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -268262.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -268367.156250 Penalty: 3608.828857
	Iteration 4F: 3 clusters Score -268367.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -268463.906250 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -268463.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -268543.593750 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -268543.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -268678.812500 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -268678.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -268783.843750 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -268783.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -268844.531250 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -268844.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -268873.875000 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -268873.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -268893.250000 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -268893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -268910.218750 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -268910.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -268921.843750 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -268921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -268930.156250 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -268930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -268932.625000 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -268932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -268934.500000 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -268934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -268935.625000 Penalty: 3608.828857
	Iteration 17Q: 3 clusters Score -268935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -268936.468750 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -268936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -268937.750000 Penalty: 3608.828857
	Iteration 19Q: 3 clusters Score -268937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -268937.750000 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -268937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -520076.812500 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -520076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -516911.500000 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -516911.5 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -517604.375000 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -517604.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -517765.250000 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -517765.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -517909.687500 Penalty: 3954.172119
	Iteration 3F: 3 clusters Score -517909.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -518031.312500 Penalty: 3954.172119
	Iteration 4Q: 3 clusters Score -518031.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -518129.218750 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -518129.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -518212.968750 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -518213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -518264.656250 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -518264.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -518323.218750 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -518323.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -518383.062500 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -518383.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -518429.218750 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -518429.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -518482.156250 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -518482.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -518531.750000 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -518531.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -518570.000000 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -518570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -518596.375000 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -518596.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -518625.593750 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -518625.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -518652.031250 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -518652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -518671.906250 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -518671.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -518688.062500 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -518688.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -518700.500000 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -518700.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -518716.156250 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -518716.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -518724.875000 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -518724.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -518730.312500 Penalty: 3954.172119
	Iteration 22Q: 3 clusters Score -518730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -518736.718750 Penalty: 3954.172119
	Iteration 23Q: 3 clusters Score -518736.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -518740.750000 Penalty: 3954.172119
	Iteration 24Q: 3 clusters Score -518740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -518742.906250 Penalty: 3954.172119
	Iteration 25Q: 3 clusters Score -518742.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -518745.125000 Penalty: 3954.172119
	Iteration 26Q: 3 clusters Score -518745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -518745.656250 Penalty: 3954.172119
	Iteration 27Q: 3 clusters Score -518745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -518746.968750 Penalty: 3954.172119
	Iteration 28Q: 3 clusters Score -518747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -518748.031250 Penalty: 3954.172119
	Iteration 29Q: 3 clusters Score -518748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -518748.843750 Penalty: 3954.172119
	Iteration 30Q: 3 clusters Score -518748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -518748.843750 Penalty: 3954.172119
	Iteration 31F: 3 clusters Score -518748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -76334.054688 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -76334.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74955.054688 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -74955.05 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75134.093750 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -75134.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75245.812500 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -75245.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -75271.789062 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -75271.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -75280.359375 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -75280.36 nChanged 3
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: -75286.242188 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -75286.24 nChanged 2
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: -75289.507812 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -75289.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75290.242188 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -75290.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75290.242188 Penalty: 3071.411621
	Iteration 8F: 3 clusters Score -75290.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 212 members 
Entering Unmasked Estep 
Score: -47830.199219 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47830.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48116.933594 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48116.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48265.781250 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48265.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48375.804688 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -48375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48470.894531 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48470.89 nChanged 8
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: -48525.230469 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48525.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48544.503906 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48544.5 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: -48565.890625 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -48565.89 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: -48620.910156 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -48620.91 nChanged 8
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: -48658.414062 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -48658.41 nChanged 5
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: -48685.281250 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -48685.28 nChanged 5
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: -48734.875000 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -48734.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48794.050781 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -48794.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48826.476562 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -48826.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48848.730469 Penalty: 2975.472656
	Iteration 14Q: 3 clusters Score -48848.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48864.335938 Penalty: 2975.472656
	Iteration 15Q: 3 clusters Score -48864.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48876.644531 Penalty: 2975.472656
	Iteration 16Q: 3 clusters Score -48876.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48892.261719 Penalty: 2975.472656
	Iteration 17Q: 3 clusters Score -48892.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48897.566406 Penalty: 2975.472656
	Iteration 18Q: 3 clusters Score -48897.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48915.222656 Penalty: 2975.472656
	Iteration 19F: 3 clusters Score -48915.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48973.324219 Penalty: 2975.472656
	Iteration 20F: 3 clusters Score -48973.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49021.671875 Penalty: 2975.472656
	Iteration 21Q: 3 clusters Score -49021.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49027.960938 Penalty: 2975.472656
	Iteration 22Q: 3 clusters Score -49027.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49030.785156 Penalty: 2975.472656
	Iteration 23Q: 3 clusters Score -49030.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49030.785156 Penalty: 2975.472656
	Iteration 24F: 3 clusters Score -49030.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 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 399 members 
Entering Unmasked Estep 
Score: -132207.296875 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132207.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -132567.218750 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132567.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -132783.546875 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132783.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -132953.453125 Penalty: 3314.947021
	Iteration 3F: 3 clusters Score -132953.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -133072.468750 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -133072.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133171.250000 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -133171.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -133255.796875 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -133255.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133333.343750 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -133333.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -133381.562500 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -133381.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133414.671875 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -133414.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133441.359375 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -133441.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133474.718750 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -133474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133506.343750 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -133506.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -133517.250000 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -133517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133521.734375 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -133521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133528.093750 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -133528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133535.687500 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -133535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133538.156250 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -133538.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133547.031250 Penalty: 3314.947021
	Iteration 18F: 3 clusters Score -133547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133567.359375 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -133567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133584.015625 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -133584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133597.890625 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -133597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133613.171875 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -133613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -133619.000000 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -133619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133621.875000 Penalty: 3314.947021
	Iteration 24Q: 3 clusters Score -133621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133628.046875 Penalty: 3314.947021
	Iteration 25Q: 3 clusters Score -133628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133631.906250 Penalty: 3314.947021
	Iteration 26Q: 3 clusters Score -133631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133639.046875 Penalty: 3314.947021
	Iteration 27Q: 3 clusters Score -133639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133642.125000 Penalty: 3314.947021
	Iteration 28Q: 3 clusters Score -133642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133648.359375 Penalty: 3314.947021
	Iteration 29Q: 3 clusters Score -133648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133648.359375 Penalty: 3314.947021
	Iteration 30F: 3 clusters Score -133648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Entering Unmasked Estep 
Score: -2644323.500000 Penalty: 2342.599609
	Iteration 0F: 2 clusters Score -2644324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2635047.000000 Penalty: 4685.199219
	Iteration 0F: 3 clusters Score -2635047 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2637871.750000 Penalty: 4685.199219
	Iteration 1F: 3 clusters Score -2637872 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2638209.750000 Penalty: 4685.199219
	Iteration 2F: 3 clusters Score -2638210 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2638512.750000 Penalty: 4685.199219
	Iteration 3F: 3 clusters Score -2638513 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2638807.750000 Penalty: 4685.199219
	Iteration 4Q: 3 clusters Score -2638808 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2639161.500000 Penalty: 4685.199219
	Iteration 5Q: 3 clusters Score -2639162 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2639620.750000 Penalty: 4685.199219
	Iteration 6F: 3 clusters Score -2639621 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2640158.500000 Penalty: 4685.199219
	Iteration 7F: 3 clusters Score -2640158 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2640683.500000 Penalty: 4685.199219
	Iteration 8F: 3 clusters Score -2640684 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2641188.750000 Penalty: 4685.199219
	Iteration 9Q: 3 clusters Score -2641189 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2641657.000000 Penalty: 4685.199219
	Iteration 10Q: 3 clusters Score -2641657 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2642079.250000 Penalty: 4685.199219
	Iteration 11Q: 3 clusters Score -2642079 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2642360.250000 Penalty: 4685.199219
	Iteration 12Q: 3 clusters Score -2642360 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2642517.250000 Penalty: 4685.199219
	Iteration 13Q: 3 clusters Score -2642517 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2642600.750000 Penalty: 4685.199219
	Iteration 14Q: 3 clusters Score -2642601 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2642636.750000 Penalty: 4685.199219
	Iteration 15Q: 3 clusters Score -2642637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2642658.500000 Penalty: 4685.199219
	Iteration 16Q: 3 clusters Score -2642658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2642691.250000 Penalty: 4685.199219
	Iteration 17Q: 3 clusters Score -2642691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2642710.250000 Penalty: 4685.199219
	Iteration 18Q: 3 clusters Score -2642710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2642715.250000 Penalty: 4685.199219
	Iteration 19Q: 3 clusters Score -2642715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2642730.000000 Penalty: 4685.199219
	Iteration 20F: 3 clusters Score -2642730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2642732.250000 Penalty: 4685.199219
	Iteration 21Q: 3 clusters Score -2642732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2642738.000000 Penalty: 4685.199219
	Iteration 22Q: 3 clusters Score -2642738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2642740.250000 Penalty: 4685.199219
	Iteration 23Q: 3 clusters Score -2642740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2642742.750000 Penalty: 4685.199219
	Iteration 24Q: 3 clusters Score -2642743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2642742.500000 Penalty: 4685.199219
	Iteration 25Q: 3 clusters Score -2642742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2642742.750000 Penalty: 4685.199219
	Iteration 26Q: 3 clusters Score -2642743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2642740.500000 Penalty: 4685.199219
	Iteration 27Q: 3 clusters Score -2642740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2642739.500000 Penalty: 4685.199219
	Iteration 28Q: 3 clusters Score -2642740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2642741.000000 Penalty: 4685.199219
	Iteration 29Q: 3 clusters Score -2642741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2642743.000000 Penalty: 4685.199219
	Iteration 30Q: 3 clusters Score -2642743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2642742.000000 Penalty: 4685.199219
	Iteration 31Q: 3 clusters Score -2642742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2642742.000000 Penalty: 4685.199219
	Iteration 32F: 3 clusters Score -2642742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -5559446.000000 Penalty: 2544.716064
	Iteration 0F: 2 clusters Score -5559446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -5540489.000000 Penalty: 5089.432129
	Iteration 0F: 3 clusters Score -5540489 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -5547429.500000 Penalty: 5089.432129
	Iteration 1F: 3 clusters Score -5547430 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -5547887.000000 Penalty: 5089.432129
	Iteration 2Q: 3 clusters Score -5547887 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -5548237.000000 Penalty: 5089.432129
	Iteration 3Q: 3 clusters Score -5548237 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5548569.000000 Penalty: 5089.432129
	Iteration 4Q: 3 clusters Score -5548569 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -5548903.500000 Penalty: 5089.432129
	Iteration 5Q: 3 clusters Score -5548904 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -5549320.500000 Penalty: 5089.432129
	Iteration 6Q: 3 clusters Score -5549320 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5549889.500000 Penalty: 5089.432129
	Iteration 7Q: 3 clusters Score -5549890 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -5550738.500000 Penalty: 5089.432129
	Iteration 8Q: 3 clusters Score -5550738 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5551777.000000 Penalty: 5089.432129
	Iteration 9F: 3 clusters Score -5551777 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -5552925.000000 Penalty: 5089.432129
	Iteration 10F: 3 clusters Score -5552925 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -5553978.500000 Penalty: 5089.432129
	Iteration 11F: 3 clusters Score -5553978 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5554841.500000 Penalty: 5089.432129
	Iteration 12Q: 3 clusters Score -5554842 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5555548.500000 Penalty: 5089.432129
	Iteration 13Q: 3 clusters Score -5555548 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -5556102.000000 Penalty: 5089.432129
	Iteration 14Q: 3 clusters Score -5556102 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5556512.000000 Penalty: 5089.432129
	Iteration 15Q: 3 clusters Score -5556512 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -5556756.000000 Penalty: 5089.432129
	Iteration 16Q: 3 clusters Score -5556756 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5556946.000000 Penalty: 5089.432129
	Iteration 17Q: 3 clusters Score -5556946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5557028.000000 Penalty: 5089.432129
	Iteration 18Q: 3 clusters Score -5557028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -5557088.000000 Penalty: 5089.432129
	Iteration 19Q: 3 clusters Score -5557088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -5557116.000000 Penalty: 5089.432129
	Iteration 20F: 3 clusters Score -5557116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5557155.000000 Penalty: 5089.432129
	Iteration 21Q: 3 clusters Score -5557155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5557180.500000 Penalty: 5089.432129
	Iteration 22Q: 3 clusters Score -5557180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -5557193.000000 Penalty: 5089.432129
	Iteration 23Q: 3 clusters Score -5557193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -5557195.000000 Penalty: 5089.432129
	Iteration 24Q: 3 clusters Score -5557195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5557193.500000 Penalty: 5089.432129
	Iteration 25Q: 3 clusters Score -5557194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5557198.000000 Penalty: 5089.432129
	Iteration 26Q: 3 clusters Score -5557198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -5557205.500000 Penalty: 5089.432129
	Iteration 27Q: 3 clusters Score -5557206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -5557203.000000 Penalty: 5089.432129
	Iteration 28Q: 3 clusters Score -5557203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -5557206.500000 Penalty: 5089.432129
	Iteration 29Q: 3 clusters Score -5557206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -5557211.000000 Penalty: 5089.432129
	Iteration 30Q: 3 clusters Score -5557211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -5557211.000000 Penalty: 5089.432129
	Iteration 31F: 3 clusters Score -5557211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Entering Unmasked Estep 
Score: -1437449.625000 Penalty: 2210.860596
	Iteration 0F: 2 clusters Score -1437450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1431433.750000 Penalty: 4421.721191
	Iteration 0F: 3 clusters Score -1431434 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1433058.500000 Penalty: 4421.721191
	Iteration 1F: 3 clusters Score -1433058 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1433390.500000 Penalty: 4421.721191
	Iteration 2F: 3 clusters Score -1433390 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1433678.250000 Penalty: 4421.721191
	Iteration 3F: 3 clusters Score -1433678 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1433916.375000 Penalty: 4421.721191
	Iteration 4Q: 3 clusters Score -1433916 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1434154.875000 Penalty: 4421.721191
	Iteration 5Q: 3 clusters Score -1434155 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1434382.125000 Penalty: 4421.721191
	Iteration 6Q: 3 clusters Score -1434382 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1434627.375000 Penalty: 4421.721191
	Iteration 7Q: 3 clusters Score -1434627 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1434875.625000 Penalty: 4421.721191
	Iteration 8Q: 3 clusters Score -1434876 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1435116.000000 Penalty: 4421.721191
	Iteration 9Q: 3 clusters Score -1435116 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1435335.500000 Penalty: 4421.721191
	Iteration 10Q: 3 clusters Score -1435336 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1435510.875000 Penalty: 4421.721191
	Iteration 11Q: 3 clusters Score -1435511 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1435667.875000 Penalty: 4421.721191
	Iteration 12Q: 3 clusters Score -1435668 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1435772.875000 Penalty: 4421.721191
	Iteration 13Q: 3 clusters Score -1435773 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1435838.000000 Penalty: 4421.721191
	Iteration 14Q: 3 clusters Score -1435838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1435882.250000 Penalty: 4421.721191
	Iteration 15Q: 3 clusters Score -1435882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1435915.875000 Penalty: 4421.721191
	Iteration 16Q: 3 clusters Score -1435916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1435939.250000 Penalty: 4421.721191
	Iteration 17Q: 3 clusters Score -1435939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1435956.125000 Penalty: 4421.721191
	Iteration 18Q: 3 clusters Score -1435956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1435973.875000 Penalty: 4421.721191
	Iteration 19Q: 3 clusters Score -1435974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1435978.500000 Penalty: 4421.721191
	Iteration 20F: 3 clusters Score -1435978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1435986.250000 Penalty: 4421.721191
	Iteration 21Q: 3 clusters Score -1435986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1435996.875000 Penalty: 4421.721191
	Iteration 22Q: 3 clusters Score -1435997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1436000.750000 Penalty: 4421.721191
	Iteration 23Q: 3 clusters Score -1436001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1436005.500000 Penalty: 4421.721191
	Iteration 24Q: 3 clusters Score -1436006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1436005.625000 Penalty: 4421.721191
	Iteration 25Q: 3 clusters Score -1436006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1436007.250000 Penalty: 4421.721191
	Iteration 26Q: 3 clusters Score -1436007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1436010.000000 Penalty: 4421.721191
	Iteration 27Q: 3 clusters Score -1436010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1436011.375000 Penalty: 4421.721191
	Iteration 28Q: 3 clusters Score -1436011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1436015.125000 Penalty: 4421.721191
	Iteration 29Q: 3 clusters Score -1436015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1436014.750000 Penalty: 4421.721191
	Iteration 30Q: 3 clusters Score -1436015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1436015.250000 Penalty: 4421.721191
	Iteration 31Q: 3 clusters Score -1436015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1436017.500000 Penalty: 4421.721191
	Iteration 32Q: 3 clusters Score -1436018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1436016.750000 Penalty: 4421.721191
	Iteration 33Q: 3 clusters Score -1436017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1436019.500000 Penalty: 4421.721191
	Iteration 34Q: 3 clusters Score -1436020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1436019.500000 Penalty: 4421.721191
	Iteration 35F: 3 clusters Score -1436020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (58986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Entering Unmasked Estep 
Score: -11005992.000000 Penalty: 2724.293701
	Iteration 0F: 2 clusters Score -1.100599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -10967264.000000 Penalty: 5448.587402
	Iteration 0F: 3 clusters Score -1.096726e+07 nChanged 27496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -10982463.000000 Penalty: 5448.587402
	Iteration 1F: 3 clusters Score -1.098246e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -10983031.000000 Penalty: 5448.587402
	Iteration 2Q: 3 clusters Score -1.098303e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -10983662.000000 Penalty: 5448.587402
	Iteration 3Q: 3 clusters Score -1.098366e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -10984230.000000 Penalty: 5448.587402
	Iteration 4Q: 3 clusters Score -1.098423e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -10984892.000000 Penalty: 5448.587402
	Iteration 5Q: 3 clusters Score -1.098489e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -10985711.000000 Penalty: 5448.587402
	Iteration 6Q: 3 clusters Score -1.098571e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -10986665.000000 Penalty: 5448.587402
	Iteration 7Q: 3 clusters Score -1.098666e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -10987692.000000 Penalty: 5448.587402
	Iteration 8Q: 3 clusters Score -1.098769e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -10988871.000000 Penalty: 5448.587402
	Iteration 9Q: 3 clusters Score -1.098887e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -10990381.000000 Penalty: 5448.587402
	Iteration 10Q: 3 clusters Score -1.099038e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -10992131.000000 Penalty: 5448.587402
	Iteration 11Q: 3 clusters Score -1.099213e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -10994016.000000 Penalty: 5448.587402
	Iteration 12Q: 3 clusters Score -1.099402e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -10995677.000000 Penalty: 5448.587402
	Iteration 13Q: 3 clusters Score -1.099568e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -10996919.000000 Penalty: 5448.587402
	Iteration 14Q: 3 clusters Score -1.099692e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -10997840.000000 Penalty: 5448.587402
	Iteration 15Q: 3 clusters Score -1.099784e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -10998553.000000 Penalty: 5448.587402
	Iteration 16Q: 3 clusters Score -1.099855e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -10999224.000000 Penalty: 5448.587402
	Iteration 17Q: 3 clusters Score -1.099922e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -10999890.000000 Penalty: 5448.587402
	Iteration 18Q: 3 clusters Score -1.099989e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -11000493.000000 Penalty: 5448.587402
	Iteration 19Q: 3 clusters Score -1.100049e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -11001099.000000 Penalty: 5448.587402
	Iteration 20F: 3 clusters Score -1.10011e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -11001579.000000 Penalty: 5448.587402
	Iteration 21Q: 3 clusters Score -1.100158e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -11002020.000000 Penalty: 5448.587402
	Iteration 22Q: 3 clusters Score -1.100202e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -11002450.000000 Penalty: 5448.587402
	Iteration 23Q: 3 clusters Score -1.100245e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -11002739.000000 Penalty: 5448.587402
	Iteration 24Q: 3 clusters Score -1.100274e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -11002938.000000 Penalty: 5448.587402
	Iteration 25Q: 3 clusters Score -1.100294e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -11003167.000000 Penalty: 5448.587402
	Iteration 26Q: 3 clusters Score -1.100317e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11003340.000000 Penalty: 5448.587402
	Iteration 27Q: 3 clusters Score -1.100334e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -11003494.000000 Penalty: 5448.587402
	Iteration 28Q: 3 clusters Score -1.100349e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -11003589.000000 Penalty: 5448.587402
	Iteration 29Q: 3 clusters Score -1.100359e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -11003688.000000 Penalty: 5448.587402
	Iteration 30Q: 3 clusters Score -1.100369e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -11003757.000000 Penalty: 5448.587402
	Iteration 31Q: 3 clusters Score -1.100376e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -11003846.000000 Penalty: 5448.587402
	Iteration 32Q: 3 clusters Score -1.100385e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11003912.000000 Penalty: 5448.587402
	Iteration 33Q: 3 clusters Score -1.100391e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11003956.000000 Penalty: 5448.587402
	Iteration 34Q: 3 clusters Score -1.100396e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11004000.000000 Penalty: 5448.587402
	Iteration 35Q: 3 clusters Score -1.1004e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11004035.000000 Penalty: 5448.587402
	Iteration 36Q: 3 clusters Score -1.100404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11004062.000000 Penalty: 5448.587402
	Iteration 37Q: 3 clusters Score -1.100406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11004061.000000 Penalty: 5448.587402
	Iteration 38Q: 3 clusters Score -1.100406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11004077.000000 Penalty: 5448.587402
	Iteration 39Q: 3 clusters Score -1.100408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11004109.000000 Penalty: 5448.587402
	Iteration 40F: 3 clusters Score -1.100411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11004113.000000 Penalty: 5448.587402
	Iteration 41Q: 3 clusters Score -1.100411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11004134.000000 Penalty: 5448.587402
	Iteration 42Q: 3 clusters Score -1.100413e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11004137.000000 Penalty: 5448.587402
	Iteration 43Q: 3 clusters Score -1.100414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11004148.000000 Penalty: 5448.587402
	Iteration 44Q: 3 clusters Score -1.100415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -11004158.000000 Penalty: 5448.587402
	Iteration 45Q: 3 clusters Score -1.100416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11004168.000000 Penalty: 5448.587402
	Iteration 46Q: 3 clusters Score -1.100417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11004191.000000 Penalty: 5448.587402
	Iteration 47Q: 3 clusters Score -1.100419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11004186.000000 Penalty: 5448.587402
	Iteration 48Q: 3 clusters Score -1.100419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11004187.000000 Penalty: 5448.587402
	Iteration 49Q: 3 clusters Score -1.100419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11004199.000000 Penalty: 5448.587402
	Iteration 50Q: 3 clusters Score -1.10042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11004218.000000 Penalty: 5448.587402
	Iteration 51Q: 3 clusters Score -1.100422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11004220.000000 Penalty: 5448.587402
	Iteration 52Q: 3 clusters Score -1.100422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11004219.000000 Penalty: 5448.587402
	Iteration 53Q: 3 clusters Score -1.100422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11004220.000000 Penalty: 5448.587402
	Iteration 54Q: 3 clusters Score -1.100422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11004226.000000 Penalty: 5448.587402
	Iteration 55Q: 3 clusters Score -1.100423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11004229.000000 Penalty: 5448.587402
	Iteration 56Q: 3 clusters Score -1.100423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11004233.000000 Penalty: 5448.587402
	Iteration 57Q: 3 clusters Score -1.100423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11004225.000000 Penalty: 5448.587402
	Iteration 58Q: 3 clusters Score -1.100422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11004233.000000 Penalty: 5448.587402
	Iteration 59Q: 3 clusters Score -1.100423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11004235.000000 Penalty: 5448.587402
	Iteration 60F: 3 clusters Score -1.100424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11004230.000000 Penalty: 5448.587402
	Iteration 61Q: 3 clusters Score -1.100423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11004235.000000 Penalty: 5448.587402
	Iteration 62Q: 3 clusters Score -1.100424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11004235.000000 Penalty: 5448.587402
	Iteration 63F: 3 clusters Score -1.100424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 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 156 members 
Entering Unmasked Estep 
Score: -26739.826172 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26739.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27052.644531 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -27052.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27251.208984 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -27251.21 nChanged 7
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: -27324.462891 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -27324.46 nChanged 3
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: -27336.066406 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27336.07 nChanged 1
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: -27339.160156 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27339.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27339.160156 Penalty: 2832.371582
	Iteration 6F: 3 clusters Score -27339.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Entering Unmasked Estep 
Score: -2987950.250000 Penalty: 2382.827637
	Iteration 0F: 2 clusters Score -2987950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2977395.500000 Penalty: 4765.655273
	Iteration 0F: 3 clusters Score -2977396 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2980824.250000 Penalty: 4765.655273
	Iteration 1F: 3 clusters Score -2980824 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2981141.500000 Penalty: 4765.655273
	Iteration 2F: 3 clusters Score -2981142 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2981389.500000 Penalty: 4765.655273
	Iteration 3Q: 3 clusters Score -2981390 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2981605.750000 Penalty: 4765.655273
	Iteration 4Q: 3 clusters Score -2981606 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2981814.000000 Penalty: 4765.655273
	Iteration 5Q: 3 clusters Score -2981814 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2982073.750000 Penalty: 4765.655273
	Iteration 6Q: 3 clusters Score -2982074 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2982355.500000 Penalty: 4765.655273
	Iteration 7Q: 3 clusters Score -2982356 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2982677.000000 Penalty: 4765.655273
	Iteration 8Q: 3 clusters Score -2982677 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2983064.500000 Penalty: 4765.655273
	Iteration 9Q: 3 clusters Score -2983064 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2983556.250000 Penalty: 4765.655273
	Iteration 10Q: 3 clusters Score -2983556 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2984060.250000 Penalty: 4765.655273
	Iteration 11Q: 3 clusters Score -2984060 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2984507.250000 Penalty: 4765.655273
	Iteration 12Q: 3 clusters Score -2984507 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2984901.500000 Penalty: 4765.655273
	Iteration 13Q: 3 clusters Score -2984902 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2985218.500000 Penalty: 4765.655273
	Iteration 14Q: 3 clusters Score -2985218 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2985434.500000 Penalty: 4765.655273
	Iteration 15Q: 3 clusters Score -2985434 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2985607.500000 Penalty: 4765.655273
	Iteration 16Q: 3 clusters Score -2985608 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2985721.500000 Penalty: 4765.655273
	Iteration 17Q: 3 clusters Score -2985722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2985787.250000 Penalty: 4765.655273
	Iteration 18Q: 3 clusters Score -2985787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2985833.250000 Penalty: 4765.655273
	Iteration 19Q: 3 clusters Score -2985833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2985872.750000 Penalty: 4765.655273
	Iteration 20F: 3 clusters Score -2985873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2985890.500000 Penalty: 4765.655273
	Iteration 21Q: 3 clusters Score -2985890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2985899.000000 Penalty: 4765.655273
	Iteration 22Q: 3 clusters Score -2985899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2985902.500000 Penalty: 4765.655273
	Iteration 23Q: 3 clusters Score -2985902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2985908.500000 Penalty: 4765.655273
	Iteration 24Q: 3 clusters Score -2985908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2985911.500000 Penalty: 4765.655273
	Iteration 25Q: 3 clusters Score -2985912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2985912.000000 Penalty: 4765.655273
	Iteration 26Q: 3 clusters Score -2985912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2985910.500000 Penalty: 4765.655273
	Iteration 27Q: 3 clusters Score -2985910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2985911.750000 Penalty: 4765.655273
	Iteration 28Q: 3 clusters Score -2985912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2985912.750000 Penalty: 4765.655273
	Iteration 29Q: 3 clusters Score -2985913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2985914.750000 Penalty: 4765.655273
	Iteration 30Q: 3 clusters Score -2985915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2985922.250000 Penalty: 4765.655273
	Iteration 31Q: 3 clusters Score -2985922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2985920.500000 Penalty: 4765.655273
	Iteration 32Q: 3 clusters Score -2985920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2985931.000000 Penalty: 4765.655273
	Iteration 33Q: 3 clusters Score -2985931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2985934.000000 Penalty: 4765.655273
	Iteration 34Q: 3 clusters Score -2985934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2985939.500000 Penalty: 4765.655273
	Iteration 35Q: 3 clusters Score -2985940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2985939.500000 Penalty: 4765.655273
	Iteration 36Q: 3 clusters Score -2985940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2985941.000000 Penalty: 4765.655273
	Iteration 37Q: 3 clusters Score -2985941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2985941.000000 Penalty: 4765.655273
	Iteration 38F: 3 clusters Score -2985941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -497430.125000 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -497430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -494421.718750 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -494421.7 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -495001.500000 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -495001.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -495152.375000 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -495152.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -495225.593750 Penalty: 3907.376953
	Iteration 3Q: 3 clusters Score -495225.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -495284.937500 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -495284.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -495325.531250 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -495325.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -495359.218750 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -495359.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -495378.125000 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -495378.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -495392.562500 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -495392.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -495405.312500 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -495405.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -495416.250000 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -495416.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -495426.500000 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -495426.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -495436.687500 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -495436.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -495443.812500 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -495443.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -495451.437500 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -495451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -495455.750000 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -495455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -495459.062500 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -495459.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -495460.812500 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -495460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -495463.937500 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -495463.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -495465.375000 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -495465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -495465.875000 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -495465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -495466.468750 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -495466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -495466.468750 Penalty: 3907.376953
	Iteration 22F: 3 clusters Score -495466.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (41383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Entering Unmasked Estep 
Score: -8107847.500000 Penalty: 2636.395264
	Iteration 0F: 2 clusters Score -8107848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -8080036.000000 Penalty: 5272.790527
	Iteration 0F: 3 clusters Score -8080036 nChanged 18919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -8090196.000000 Penalty: 5272.790527
	Iteration 1F: 3 clusters Score -8090196 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -8090772.500000 Penalty: 5272.790527
	Iteration 2Q: 3 clusters Score -8090772 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -8091317.000000 Penalty: 5272.790527
	Iteration 3Q: 3 clusters Score -8091317 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -8091950.000000 Penalty: 5272.790527
	Iteration 4Q: 3 clusters Score -8091950 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -8092698.500000 Penalty: 5272.790527
	Iteration 5Q: 3 clusters Score -8092698 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -8093734.500000 Penalty: 5272.790527
	Iteration 6Q: 3 clusters Score -8093734 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -8095052.500000 Penalty: 5272.790527
	Iteration 7F: 3 clusters Score -8095052 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -8096834.500000 Penalty: 5272.790527
	Iteration 8F: 3 clusters Score -8096834 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -8099042.000000 Penalty: 5272.790527
	Iteration 9F: 3 clusters Score -8099042 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -8101104.000000 Penalty: 5272.790527
	Iteration 10F: 3 clusters Score -8101104 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -8102740.000000 Penalty: 5272.790527
	Iteration 11Q: 3 clusters Score -8102740 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8103802.500000 Penalty: 5272.790527
	Iteration 12Q: 3 clusters Score -8103802 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8104483.500000 Penalty: 5272.790527
	Iteration 13Q: 3 clusters Score -8104484 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8104924.500000 Penalty: 5272.790527
	Iteration 14Q: 3 clusters Score -8104924 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8105162.500000 Penalty: 5272.790527
	Iteration 15Q: 3 clusters Score -8105162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8105273.500000 Penalty: 5272.790527
	Iteration 16Q: 3 clusters Score -8105274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8105346.000000 Penalty: 5272.790527
	Iteration 17Q: 3 clusters Score -8105346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8105404.000000 Penalty: 5272.790527
	Iteration 18Q: 3 clusters Score -8105404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8105460.500000 Penalty: 5272.790527
	Iteration 19Q: 3 clusters Score -8105460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8105510.000000 Penalty: 5272.790527
	Iteration 20F: 3 clusters Score -8105510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8105519.000000 Penalty: 5272.790527
	Iteration 21Q: 3 clusters Score -8105519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8105539.000000 Penalty: 5272.790527
	Iteration 22Q: 3 clusters Score -8105539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8105566.000000 Penalty: 5272.790527
	Iteration 23Q: 3 clusters Score -8105566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8105576.000000 Penalty: 5272.790527
	Iteration 24Q: 3 clusters Score -8105576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8105579.000000 Penalty: 5272.790527
	Iteration 25Q: 3 clusters Score -8105579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8105591.500000 Penalty: 5272.790527
	Iteration 26Q: 3 clusters Score -8105592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8105593.000000 Penalty: 5272.790527
	Iteration 27Q: 3 clusters Score -8105593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8105590.500000 Penalty: 5272.790527
	Iteration 28Q: 3 clusters Score -8105590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8105601.500000 Penalty: 5272.790527
	Iteration 29Q: 3 clusters Score -8105602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8105603.500000 Penalty: 5272.790527
	Iteration 30Q: 3 clusters Score -8105604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8105613.000000 Penalty: 5272.790527
	Iteration 31Q: 3 clusters Score -8105613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8105607.000000 Penalty: 5272.790527
	Iteration 32Q: 3 clusters Score -8105607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8105616.500000 Penalty: 5272.790527
	Iteration 33Q: 3 clusters Score -8105616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8105612.500000 Penalty: 5272.790527
	Iteration 34Q: 3 clusters Score -8105612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8105612.500000 Penalty: 5272.790527
	Iteration 35F: 3 clusters Score -8105612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97690.265625 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97690.27 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97911.406250 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97911.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97964.828125 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -97964.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98040.078125 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -98040.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98137.500000 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -98137.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -98202.781250 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -98202.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -98263.804688 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -98263.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -98322.648438 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -98322.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -98369.453125 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -98369.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -98414.765625 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -98414.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -98454.453125 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -98454.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -98493.695312 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -98493.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -98526.507812 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -98526.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -98562.531250 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -98562.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -98578.851562 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -98578.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -98590.070312 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -98590.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -98601.390625 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -98601.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -98606.382812 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -98606.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -98610.921875 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -98610.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -98610.921875 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -98610.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -430897.625000 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -430897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -428011.500000 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -428011.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -428637.906250 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -428637.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -428839.093750 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -428839.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -428968.968750 Penalty: 3869.084229
	Iteration 3F: 3 clusters Score -428969 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -429052.156250 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -429052.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -429130.062500 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -429130.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -429200.906250 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -429200.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -429265.000000 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -429265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -429311.406250 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -429311.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -429346.937500 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -429346.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -429373.156250 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -429373.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -429394.625000 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -429394.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -429409.437500 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -429409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -429419.750000 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -429419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -429428.625000 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -429428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -429438.406250 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -429438.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -429453.187500 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -429453.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -429468.562500 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -429468.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -429487.218750 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -429487.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -429506.000000 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -429506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -429523.000000 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -429523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -429543.812500 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -429543.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -429564.281250 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -429564.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -429583.500000 Penalty: 3869.084229
	Iteration 23Q: 3 clusters Score -429583.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -429596.718750 Penalty: 3869.084229
	Iteration 24Q: 3 clusters Score -429596.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -429606.343750 Penalty: 3869.084229
	Iteration 25Q: 3 clusters Score -429606.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -429618.125000 Penalty: 3869.084229
	Iteration 26Q: 3 clusters Score -429618.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -429636.812500 Penalty: 3869.084229
	Iteration 27Q: 3 clusters Score -429636.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -429658.656250 Penalty: 3869.084229
	Iteration 28Q: 3 clusters Score -429658.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -429681.437500 Penalty: 3869.084229
	Iteration 29Q: 3 clusters Score -429681.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -429696.250000 Penalty: 3869.084229
	Iteration 30Q: 3 clusters Score -429696.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -429705.281250 Penalty: 3869.084229
	Iteration 31Q: 3 clusters Score -429705.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -429715.281250 Penalty: 3869.084229
	Iteration 32Q: 3 clusters Score -429715.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -429729.093750 Penalty: 3869.084229
	Iteration 33Q: 3 clusters Score -429729.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -429747.281250 Penalty: 3869.084229
	Iteration 34Q: 3 clusters Score -429747.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -429771.687500 Penalty: 3869.084229
	Iteration 35Q: 3 clusters Score -429771.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -429797.218750 Penalty: 3869.084229
	Iteration 36Q: 3 clusters Score -429797.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -429816.843750 Penalty: 3869.084229
	Iteration 37Q: 3 clusters Score -429816.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -429843.812500 Penalty: 3869.084229
	Iteration 38Q: 3 clusters Score -429843.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -429885.937500 Penalty: 3869.084229
	Iteration 39Q: 3 clusters Score -429885.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -429927.375000 Penalty: 3869.084229
	Iteration 40F: 3 clusters Score -429927.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -429980.906250 Penalty: 3869.084229
	Iteration 41Q: 3 clusters Score -429980.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -430025.968750 Penalty: 3869.084229
	Iteration 42Q: 3 clusters Score -430026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -430060.218750 Penalty: 3869.084229
	Iteration 43Q: 3 clusters Score -430060.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -430118.062500 Penalty: 3869.084229
	Iteration 44Q: 3 clusters Score -430118.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -430173.750000 Penalty: 3869.084229
	Iteration 45Q: 3 clusters Score -430173.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -430234.000000 Penalty: 3869.084229
	Iteration 46Q: 3 clusters Score -430234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -430290.281250 Penalty: 3869.084229
	Iteration 47Q: 3 clusters Score -430290.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -430338.093750 Penalty: 3869.084229
	Iteration 48Q: 3 clusters Score -430338.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -430374.406250 Penalty: 3869.084229
	Iteration 49Q: 3 clusters Score -430374.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -430393.375000 Penalty: 3869.084229
	Iteration 50Q: 3 clusters Score -430393.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -430413.093750 Penalty: 3869.084229
	Iteration 51Q: 3 clusters Score -430413.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -430423.375000 Penalty: 3869.084229
	Iteration 52Q: 3 clusters Score -430423.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -430431.125000 Penalty: 3869.084229
	Iteration 53Q: 3 clusters Score -430431.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -430438.406250 Penalty: 3869.084229
	Iteration 54Q: 3 clusters Score -430438.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -430444.843750 Penalty: 3869.084229
	Iteration 55Q: 3 clusters Score -430444.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -430450.093750 Penalty: 3869.084229
	Iteration 56Q: 3 clusters Score -430450.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -430458.500000 Penalty: 3869.084229
	Iteration 57Q: 3 clusters Score -430458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -430466.437500 Penalty: 3869.084229
	Iteration 58Q: 3 clusters Score -430466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -430477.937500 Penalty: 3869.084229
	Iteration 59Q: 3 clusters Score -430477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -430486.343750 Penalty: 3869.084229
	Iteration 60F: 3 clusters Score -430486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -430493.187500 Penalty: 3869.084229
	Iteration 61Q: 3 clusters Score -430493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -430496.156250 Penalty: 3869.084229
	Iteration 62Q: 3 clusters Score -430496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -430498.156250 Penalty: 3869.084229
	Iteration 63Q: 3 clusters Score -430498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -430500.125000 Penalty: 3869.084229
	Iteration 64Q: 3 clusters Score -430500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -430500.875000 Penalty: 3869.084229
	Iteration 65Q: 3 clusters Score -430500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -430500.875000 Penalty: 3869.084229
	Iteration 66F: 3 clusters Score -430500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Entering Unmasked Estep 
Score: -4172916.750000 Penalty: 2453.484619
	Iteration 0F: 2 clusters Score -4172917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4161058.750000 Penalty: 4906.969238
	Iteration 0F: 3 clusters Score -4161059 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -4165793.250000 Penalty: 4906.969238
	Iteration 1F: 3 clusters Score -4165793 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4166241.250000 Penalty: 4906.969238
	Iteration 2F: 3 clusters Score -4166241 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4166645.500000 Penalty: 4906.969238
	Iteration 3F: 3 clusters Score -4166646 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -4167074.000000 Penalty: 4906.969238
	Iteration 4Q: 3 clusters Score -4167074 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4167484.750000 Penalty: 4906.969238
	Iteration 5Q: 3 clusters Score -4167485 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4168007.000000 Penalty: 4906.969238
	Iteration 6F: 3 clusters Score -4168007 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -4168590.000000 Penalty: 4906.969238
	Iteration 7F: 3 clusters Score -4168590 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4169009.500000 Penalty: 4906.969238
	Iteration 8F: 3 clusters Score -4169010 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -4169411.500000 Penalty: 4906.969238
	Iteration 9Q: 3 clusters Score -4169412 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4169711.000000 Penalty: 4906.969238
	Iteration 10Q: 3 clusters Score -4169711 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4169987.750000 Penalty: 4906.969238
	Iteration 11Q: 3 clusters Score -4169988 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4170221.500000 Penalty: 4906.969238
	Iteration 12Q: 3 clusters Score -4170222 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4170390.000000 Penalty: 4906.969238
	Iteration 13Q: 3 clusters Score -4170390 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4170482.000000 Penalty: 4906.969238
	Iteration 14Q: 3 clusters Score -4170482 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4170573.000000 Penalty: 4906.969238
	Iteration 15Q: 3 clusters Score -4170573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4170622.750000 Penalty: 4906.969238
	Iteration 16Q: 3 clusters Score -4170623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4170669.000000 Penalty: 4906.969238
	Iteration 17Q: 3 clusters Score -4170669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4170709.000000 Penalty: 4906.969238
	Iteration 18Q: 3 clusters Score -4170709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4170718.250000 Penalty: 4906.969238
	Iteration 19Q: 3 clusters Score -4170718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4170723.750000 Penalty: 4906.969238
	Iteration 20F: 3 clusters Score -4170724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4170738.500000 Penalty: 4906.969238
	Iteration 21Q: 3 clusters Score -4170738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -4170755.750000 Penalty: 4906.969238
	Iteration 22Q: 3 clusters Score -4170756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4170763.500000 Penalty: 4906.969238
	Iteration 23Q: 3 clusters Score -4170764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4170771.250000 Penalty: 4906.969238
	Iteration 24Q: 3 clusters Score -4170771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4170768.250000 Penalty: 4906.969238
	Iteration 25Q: 3 clusters Score -4170768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4170777.750000 Penalty: 4906.969238
	Iteration 26Q: 3 clusters Score -4170778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4170781.250000 Penalty: 4906.969238
	Iteration 27Q: 3 clusters Score -4170781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4170782.250000 Penalty: 4906.969238
	Iteration 28Q: 3 clusters Score -4170782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4170804.250000 Penalty: 4906.969238
	Iteration 29Q: 3 clusters Score -4170804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4170811.500000 Penalty: 4906.969238
	Iteration 30Q: 3 clusters Score -4170812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4170820.250000 Penalty: 4906.969238
	Iteration 31Q: 3 clusters Score -4170820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4170822.750000 Penalty: 4906.969238
	Iteration 32Q: 3 clusters Score -4170823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4170828.500000 Penalty: 4906.969238
	Iteration 33Q: 3 clusters Score -4170828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4170827.750000 Penalty: 4906.969238
	Iteration 34Q: 3 clusters Score -4170828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -4170831.750000 Penalty: 4906.969238
	Iteration 35Q: 3 clusters Score -4170832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4170834.750000 Penalty: 4906.969238
	Iteration 36Q: 3 clusters Score -4170835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4170830.500000 Penalty: 4906.969238
	Iteration 37Q: 3 clusters Score -4170830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4170830.500000 Penalty: 4906.969238
	Iteration 38Q: 3 clusters Score -4170830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4170830.500000 Penalty: 4906.969238
	Iteration 39F: 3 clusters Score -4170830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -1211905.125000 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -1211905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1206463.750000 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -1206464 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1207902.750000 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -1207903 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1208148.875000 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -1208149 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1208308.000000 Penalty: 4345.029297
	Iteration 3Q: 3 clusters Score -1208308 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1208421.125000 Penalty: 4345.029297
	Iteration 4Q: 3 clusters Score -1208421 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1208523.625000 Penalty: 4345.029297
	Iteration 5Q: 3 clusters Score -1208524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1208618.250000 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -1208618 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1208723.625000 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -1208724 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1208828.125000 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -1208828 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1208932.250000 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -1208932 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1209026.375000 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -1209026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1209121.625000 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -1209122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1209210.000000 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -1209210 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1209292.000000 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -1209292 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1209392.875000 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -1209393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1209479.125000 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -1209479 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1209571.625000 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -1209572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1209658.875000 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -1209659 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1209737.000000 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -1209737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1209794.625000 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -1209795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1209842.625000 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -1209843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1209886.250000 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -1209886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1209929.625000 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -1209930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1209964.000000 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -1209964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1209990.750000 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -1209991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1210008.500000 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -1210008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1210015.000000 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -1210015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1210026.500000 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -1210026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1210035.750000 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -1210036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1210038.125000 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -1210038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1210038.625000 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -1210039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1210039.750000 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -1210040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1210043.000000 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -1210043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1210043.000000 Penalty: 4345.029297
	Iteration 33F: 3 clusters Score -1210043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -575152.375000 Penalty: 1990.246948
	Iteration 0F: 2 clusters Score -575152.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -571857.250000 Penalty: 3980.493896
	Iteration 0F: 3 clusters Score -571857.2 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -572516.000000 Penalty: 3980.493896
	Iteration 1F: 3 clusters Score -572516 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -572671.312500 Penalty: 3980.493896
	Iteration 2F: 3 clusters Score -572671.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -572765.187500 Penalty: 3980.493896
	Iteration 3Q: 3 clusters Score -572765.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -572854.000000 Penalty: 3980.493896
	Iteration 4Q: 3 clusters Score -572854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -572943.187500 Penalty: 3980.493896
	Iteration 5Q: 3 clusters Score -572943.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -573041.250000 Penalty: 3980.493896
	Iteration 6Q: 3 clusters Score -573041.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -573122.687500 Penalty: 3980.493896
	Iteration 7Q: 3 clusters Score -573122.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -573189.875000 Penalty: 3980.493896
	Iteration 8Q: 3 clusters Score -573189.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -573257.687500 Penalty: 3980.493896
	Iteration 9Q: 3 clusters Score -573257.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -573319.062500 Penalty: 3980.493896
	Iteration 10Q: 3 clusters Score -573319.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -573372.500000 Penalty: 3980.493896
	Iteration 11Q: 3 clusters Score -573372.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -573416.562500 Penalty: 3980.493896
	Iteration 12Q: 3 clusters Score -573416.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -573453.500000 Penalty: 3980.493896
	Iteration 13Q: 3 clusters Score -573453.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -573474.875000 Penalty: 3980.493896
	Iteration 14Q: 3 clusters Score -573474.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -573492.812500 Penalty: 3980.493896
	Iteration 15Q: 3 clusters Score -573492.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -573510.250000 Penalty: 3980.493896
	Iteration 16Q: 3 clusters Score -573510.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -573529.375000 Penalty: 3980.493896
	Iteration 17Q: 3 clusters Score -573529.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -573546.125000 Penalty: 3980.493896
	Iteration 18Q: 3 clusters Score -573546.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -573563.250000 Penalty: 3980.493896
	Iteration 19Q: 3 clusters Score -573563.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -573576.000000 Penalty: 3980.493896
	Iteration 20F: 3 clusters Score -573576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -573585.062500 Penalty: 3980.493896
	Iteration 21Q: 3 clusters Score -573585.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -573601.312500 Penalty: 3980.493896
	Iteration 22Q: 3 clusters Score -573601.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -573612.687500 Penalty: 3980.493896
	Iteration 23Q: 3 clusters Score -573612.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -573616.125000 Penalty: 3980.493896
	Iteration 24Q: 3 clusters Score -573616.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -573623.937500 Penalty: 3980.493896
	Iteration 25Q: 3 clusters Score -573623.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -573627.562500 Penalty: 3980.493896
	Iteration 26Q: 3 clusters Score -573627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -573629.750000 Penalty: 3980.493896
	Iteration 27Q: 3 clusters Score -573629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -573630.812500 Penalty: 3980.493896
	Iteration 28Q: 3 clusters Score -573630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -573630.625000 Penalty: 3980.493896
	Iteration 29Q: 3 clusters Score -573630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -573632.187500 Penalty: 3980.493896
	Iteration 30Q: 3 clusters Score -573632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -573634.687500 Penalty: 3980.493896
	Iteration 31Q: 3 clusters Score -573634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -573635.125000 Penalty: 3980.493896
	Iteration 32Q: 3 clusters Score -573635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -573637.312500 Penalty: 3980.493896
	Iteration 33Q: 3 clusters Score -573637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -573641.375000 Penalty: 3980.493896
	Iteration 34Q: 3 clusters Score -573641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -573645.687500 Penalty: 3980.493896
	Iteration 35Q: 3 clusters Score -573645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -573648.812500 Penalty: 3980.493896
	Iteration 36Q: 3 clusters Score -573648.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -573652.750000 Penalty: 3980.493896
	Iteration 37Q: 3 clusters Score -573652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -573654.375000 Penalty: 3980.493896
	Iteration 38Q: 3 clusters Score -573654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -573654.500000 Penalty: 3980.493896
	Iteration 39Q: 3 clusters Score -573654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -573656.375000 Penalty: 3980.493896
	Iteration 40F: 3 clusters Score -573656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -573657.062500 Penalty: 3980.493896
	Iteration 41Q: 3 clusters Score -573657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -573658.062500 Penalty: 3980.493896
	Iteration 42Q: 3 clusters Score -573658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -573658.062500 Penalty: 3980.493896
	Iteration 43F: 3 clusters Score -573658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Entering Unmasked Estep 
Score: -3089344.000000 Penalty: 2381.642090
	Iteration 0F: 2 clusters Score -3089344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3078832.250000 Penalty: 4763.284180
	Iteration 0F: 3 clusters Score -3078832 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3082212.250000 Penalty: 4763.284180
	Iteration 1F: 3 clusters Score -3082212 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3082581.250000 Penalty: 4763.284180
	Iteration 2F: 3 clusters Score -3082581 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3082910.000000 Penalty: 4763.284180
	Iteration 3F: 3 clusters Score -3082910 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3083229.000000 Penalty: 4763.284180
	Iteration 4Q: 3 clusters Score -3083229 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3083570.000000 Penalty: 4763.284180
	Iteration 5Q: 3 clusters Score -3083570 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3083944.500000 Penalty: 4763.284180
	Iteration 6Q: 3 clusters Score -3083944 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3084399.250000 Penalty: 4763.284180
	Iteration 7Q: 3 clusters Score -3084399 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3084903.250000 Penalty: 4763.284180
	Iteration 8Q: 3 clusters Score -3084903 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3085490.000000 Penalty: 4763.284180
	Iteration 9F: 3 clusters Score -3085490 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3086139.500000 Penalty: 4763.284180
	Iteration 10Q: 3 clusters Score -3086140 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3086755.250000 Penalty: 4763.284180
	Iteration 11Q: 3 clusters Score -3086755 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3087114.750000 Penalty: 4763.284180
	Iteration 12Q: 3 clusters Score -3087115 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3087257.500000 Penalty: 4763.284180
	Iteration 13Q: 3 clusters Score -3087258 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3087343.250000 Penalty: 4763.284180
	Iteration 14Q: 3 clusters Score -3087343 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3087387.750000 Penalty: 4763.284180
	Iteration 15Q: 3 clusters Score -3087388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3087407.250000 Penalty: 4763.284180
	Iteration 16Q: 3 clusters Score -3087407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3087426.500000 Penalty: 4763.284180
	Iteration 17Q: 3 clusters Score -3087426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3087429.750000 Penalty: 4763.284180
	Iteration 18Q: 3 clusters Score -3087430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3087448.000000 Penalty: 4763.284180
	Iteration 19Q: 3 clusters Score -3087448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3087445.500000 Penalty: 4763.284180
	Iteration 20F: 3 clusters Score -3087446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3087451.500000 Penalty: 4763.284180
	Iteration 21Q: 3 clusters Score -3087452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3087451.500000 Penalty: 4763.284180
	Iteration 22Q: 3 clusters Score -3087452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3087451.750000 Penalty: 4763.284180
	Iteration 23Q: 3 clusters Score -3087452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3087456.000000 Penalty: 4763.284180
	Iteration 24Q: 3 clusters Score -3087456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3087461.000000 Penalty: 4763.284180
	Iteration 25Q: 3 clusters Score -3087461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3087464.750000 Penalty: 4763.284180
	Iteration 26Q: 3 clusters Score -3087465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3087471.250000 Penalty: 4763.284180
	Iteration 27Q: 3 clusters Score -3087471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3087467.000000 Penalty: 4763.284180
	Iteration 28Q: 3 clusters Score -3087467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3087465.750000 Penalty: 4763.284180
	Iteration 29Q: 3 clusters Score -3087466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3087471.500000 Penalty: 4763.284180
	Iteration 30Q: 3 clusters Score -3087472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3087477.000000 Penalty: 4763.284180
	Iteration 31Q: 3 clusters Score -3087477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3087476.250000 Penalty: 4763.284180
	Iteration 32Q: 3 clusters Score -3087476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3087475.500000 Penalty: 4763.284180
	Iteration 33Q: 3 clusters Score -3087476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3087480.500000 Penalty: 4763.284180
	Iteration 34Q: 3 clusters Score -3087480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3087476.250000 Penalty: 4763.284180
	Iteration 35Q: 3 clusters Score -3087476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3087476.250000 Penalty: 4763.284180
	Iteration 36Q: 3 clusters Score -3087476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3087475.500000 Penalty: 4763.284180
	Iteration 37Q: 3 clusters Score -3087476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3087470.500000 Penalty: 4763.284180
	Iteration 38Q: 3 clusters Score -3087470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3087467.250000 Penalty: 4763.284180
	Iteration 39Q: 3 clusters Score -3087467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3087469.250000 Penalty: 4763.284180
	Iteration 40F: 3 clusters Score -3087469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3087472.000000 Penalty: 4763.284180
	Iteration 41Q: 3 clusters Score -3087472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3087469.500000 Penalty: 4763.284180
	Iteration 42Q: 3 clusters Score -3087470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3087467.250000 Penalty: 4763.284180
	Iteration 43Q: 3 clusters Score -3087467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3087468.500000 Penalty: 4763.284180
	Iteration 44Q: 3 clusters Score -3087468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3087470.250000 Penalty: 4763.284180
	Iteration 45Q: 3 clusters Score -3087470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3087470.500000 Penalty: 4763.284180
	Iteration 46Q: 3 clusters Score -3087470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3087473.500000 Penalty: 4763.284180
	Iteration 47Q: 3 clusters Score -3087474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3087479.000000 Penalty: 4763.284180
	Iteration 48Q: 3 clusters Score -3087479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3087477.250000 Penalty: 4763.284180
	Iteration 49Q: 3 clusters Score -3087477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3087482.000000 Penalty: 4763.284180
	Iteration 50Q: 3 clusters Score -3087482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3087480.250000 Penalty: 4763.284180
	Iteration 51Q: 3 clusters Score -3087480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3087482.250000 Penalty: 4763.284180
	Iteration 52Q: 3 clusters Score -3087482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3087483.500000 Penalty: 4763.284180
	Iteration 53Q: 3 clusters Score -3087484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3087483.000000 Penalty: 4763.284180
	Iteration 54Q: 3 clusters Score -3087483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3087487.250000 Penalty: 4763.284180
	Iteration 55Q: 3 clusters Score -3087487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3087482.500000 Penalty: 4763.284180
	Iteration 56Q: 3 clusters Score -3087482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3087487.750000 Penalty: 4763.284180
	Iteration 57Q: 3 clusters Score -3087488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3087488.250000 Penalty: 4763.284180
	Iteration 58Q: 3 clusters Score -3087488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3087491.000000 Penalty: 4763.284180
	Iteration 59Q: 3 clusters Score -3087491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3087492.000000 Penalty: 4763.284180
	Iteration 60F: 3 clusters Score -3087492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3087490.500000 Penalty: 4763.284180
	Iteration 61Q: 3 clusters Score -3087490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3087490.500000 Penalty: 4763.284180
	Iteration 62F: 3 clusters Score -3087490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (28527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Entering Unmasked Estep 
Score: -5558208.500000 Penalty: 2544.134277
	Iteration 0F: 2 clusters Score -5558208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5539252.500000 Penalty: 5088.268555
	Iteration 0F: 3 clusters Score -5539252 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -5546019.000000 Penalty: 5088.268555
	Iteration 1F: 3 clusters Score -5546019 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -5546388.000000 Penalty: 5088.268555
	Iteration 2Q: 3 clusters Score -5546388 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -5546630.000000 Penalty: 5088.268555
	Iteration 3Q: 3 clusters Score -5546630 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5546859.000000 Penalty: 5088.268555
	Iteration 4Q: 3 clusters Score -5546859 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -5547065.000000 Penalty: 5088.268555
	Iteration 5Q: 3 clusters Score -5547065 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5547286.500000 Penalty: 5088.268555
	Iteration 6Q: 3 clusters Score -5547286 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -5547556.500000 Penalty: 5088.268555
	Iteration 7Q: 3 clusters Score -5547556 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -5547923.500000 Penalty: 5088.268555
	Iteration 8Q: 3 clusters Score -5547924 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -5548506.500000 Penalty: 5088.268555
	Iteration 9Q: 3 clusters Score -5548506 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -5549382.500000 Penalty: 5088.268555
	Iteration 10F: 3 clusters Score -5549382 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -5550563.000000 Penalty: 5088.268555
	Iteration 11F: 3 clusters Score -5550563 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5552073.500000 Penalty: 5088.268555
	Iteration 12F: 3 clusters Score -5552074 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5553482.500000 Penalty: 5088.268555
	Iteration 13F: 3 clusters Score -5553482 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5554630.500000 Penalty: 5088.268555
	Iteration 14Q: 3 clusters Score -5554630 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5555277.000000 Penalty: 5088.268555
	Iteration 15Q: 3 clusters Score -5555277 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5555645.000000 Penalty: 5088.268555
	Iteration 16Q: 3 clusters Score -5555645 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5555789.500000 Penalty: 5088.268555
	Iteration 17Q: 3 clusters Score -5555790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5555878.000000 Penalty: 5088.268555
	Iteration 18Q: 3 clusters Score -5555878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5555939.500000 Penalty: 5088.268555
	Iteration 19Q: 3 clusters Score -5555940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5555956.500000 Penalty: 5088.268555
	Iteration 20F: 3 clusters Score -5555956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5555976.000000 Penalty: 5088.268555
	Iteration 21Q: 3 clusters Score -5555976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5555980.000000 Penalty: 5088.268555
	Iteration 22Q: 3 clusters Score -5555980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5555981.500000 Penalty: 5088.268555
	Iteration 23Q: 3 clusters Score -5555982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5555985.000000 Penalty: 5088.268555
	Iteration 24Q: 3 clusters Score -5555985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5556000.000000 Penalty: 5088.268555
	Iteration 25Q: 3 clusters Score -5556000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5556000.000000 Penalty: 5088.268555
	Iteration 26F: 3 clusters Score -5556000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (21219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Entering Unmasked Estep 
Score: -4143992.000000 Penalty: 2470.737793
	Iteration 0F: 2 clusters Score -4143992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -4128978.250000 Penalty: 4941.475586
	Iteration 0F: 3 clusters Score -4128978 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -4133989.000000 Penalty: 4941.475586
	Iteration 1F: 3 clusters Score -4133989 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4134361.000000 Penalty: 4941.475586
	Iteration 2F: 3 clusters Score -4134361 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -4134674.000000 Penalty: 4941.475586
	Iteration 3Q: 3 clusters Score -4134674 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -4134921.000000 Penalty: 4941.475586
	Iteration 4Q: 3 clusters Score -4134921 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -4135241.250000 Penalty: 4941.475586
	Iteration 5Q: 3 clusters Score -4135241 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -4135590.250000 Penalty: 4941.475586
	Iteration 6Q: 3 clusters Score -4135590 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -4136100.750000 Penalty: 4941.475586
	Iteration 7Q: 3 clusters Score -4136101 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4136757.000000 Penalty: 4941.475586
	Iteration 8F: 3 clusters Score -4136757 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4137605.000000 Penalty: 4941.475586
	Iteration 9F: 3 clusters Score -4137605 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4138609.250000 Penalty: 4941.475586
	Iteration 10F: 3 clusters Score -4138609 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4139693.500000 Penalty: 4941.475586
	Iteration 11F: 3 clusters Score -4139694 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4140564.500000 Penalty: 4941.475586
	Iteration 12Q: 3 clusters Score -4140564 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4141163.500000 Penalty: 4941.475586
	Iteration 13Q: 3 clusters Score -4141164 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4141465.250000 Penalty: 4941.475586
	Iteration 14Q: 3 clusters Score -4141465 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4141614.500000 Penalty: 4941.475586
	Iteration 15Q: 3 clusters Score -4141614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4141680.250000 Penalty: 4941.475586
	Iteration 16Q: 3 clusters Score -4141680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4141732.750000 Penalty: 4941.475586
	Iteration 17Q: 3 clusters Score -4141733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4141752.500000 Penalty: 4941.475586
	Iteration 18Q: 3 clusters Score -4141752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4141766.750000 Penalty: 4941.475586
	Iteration 19Q: 3 clusters Score -4141767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4141779.250000 Penalty: 4941.475586
	Iteration 20F: 3 clusters Score -4141779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4141790.500000 Penalty: 4941.475586
	Iteration 21Q: 3 clusters Score -4141790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4141799.500000 Penalty: 4941.475586
	Iteration 22Q: 3 clusters Score -4141800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4141807.500000 Penalty: 4941.475586
	Iteration 23Q: 3 clusters Score -4141808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4141816.250000 Penalty: 4941.475586
	Iteration 24Q: 3 clusters Score -4141816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4141818.000000 Penalty: 4941.475586
	Iteration 25Q: 3 clusters Score -4141818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4141824.500000 Penalty: 4941.475586
	Iteration 26Q: 3 clusters Score -4141824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4141830.250000 Penalty: 4941.475586
	Iteration 27Q: 3 clusters Score -4141830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4141828.000000 Penalty: 4941.475586
	Iteration 28Q: 3 clusters Score -4141828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4141830.750000 Penalty: 4941.475586
	Iteration 29Q: 3 clusters Score -4141831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4141830.750000 Penalty: 4941.475586
	Iteration 30F: 3 clusters Score -4141831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -377998.125000 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -377998.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -375401.468750 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -375401.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -375976.281250 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -375976.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -376247.875000 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -376247.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -376499.062500 Penalty: 3769.303223
	Iteration 3F: 3 clusters Score -376499.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -376724.937500 Penalty: 3769.303223
	Iteration 4F: 3 clusters Score -376724.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -376840.812500 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -376840.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -376905.625000 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -376905.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376948.531250 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -376948.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -376991.156250 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -376991.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -377031.750000 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -377031.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -377066.468750 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -377066.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -377095.000000 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -377095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -377134.875000 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -377134.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -377163.343750 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -377163.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -377198.906250 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -377198.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -377220.781250 Penalty: 3769.303223
	Iteration 15Q: 3 clusters Score -377220.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -377238.156250 Penalty: 3769.303223
	Iteration 16Q: 3 clusters Score -377238.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -377244.968750 Penalty: 3769.303223
	Iteration 17Q: 3 clusters Score -377245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -377256.343750 Penalty: 3769.303223
	Iteration 18Q: 3 clusters Score -377256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -377258.750000 Penalty: 3769.303223
	Iteration 19Q: 3 clusters Score -377258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -377260.781250 Penalty: 3769.303223
	Iteration 20F: 3 clusters Score -377260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -377262.468750 Penalty: 3769.303223
	Iteration 21Q: 3 clusters Score -377262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -377263.562500 Penalty: 3769.303223
	Iteration 22Q: 3 clusters Score -377263.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -377263.562500 Penalty: 3769.303223
	Iteration 23F: 3 clusters Score -377263.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 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 150 members 
Entering Unmasked Estep 
Score: -27167.558594 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27167.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27466.808594 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27466.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27550.072266 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -27550.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27563.144531 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -27563.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27563.144531 Penalty: 2760.002197
	Iteration 4F: 3 clusters Score -27563.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Entering Unmasked Estep 
Score: -3025861.500000 Penalty: 2378.203369
	Iteration 0F: 2 clusters Score -3025862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3015365.750000 Penalty: 4756.406738
	Iteration 0F: 3 clusters Score -3015366 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3018511.750000 Penalty: 4756.406738
	Iteration 1F: 3 clusters Score -3018512 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3018836.250000 Penalty: 4756.406738
	Iteration 2F: 3 clusters Score -3018836 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3019094.500000 Penalty: 4756.406738
	Iteration 3Q: 3 clusters Score -3019094 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3019317.000000 Penalty: 4756.406738
	Iteration 4Q: 3 clusters Score -3019317 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3019495.000000 Penalty: 4756.406738
	Iteration 5Q: 3 clusters Score -3019495 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3019659.250000 Penalty: 4756.406738
	Iteration 6Q: 3 clusters Score -3019659 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3019802.500000 Penalty: 4756.406738
	Iteration 7Q: 3 clusters Score -3019802 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -3019940.000000 Penalty: 4756.406738
	Iteration 8Q: 3 clusters Score -3019940 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3020088.000000 Penalty: 4756.406738
	Iteration 9Q: 3 clusters Score -3020088 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3020251.250000 Penalty: 4756.406738
	Iteration 10Q: 3 clusters Score -3020251 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3020410.000000 Penalty: 4756.406738
	Iteration 11Q: 3 clusters Score -3020410 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3020596.750000 Penalty: 4756.406738
	Iteration 12Q: 3 clusters Score -3020597 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3020807.000000 Penalty: 4756.406738
	Iteration 13Q: 3 clusters Score -3020807 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3021029.250000 Penalty: 4756.406738
	Iteration 14Q: 3 clusters Score -3021029 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3021280.250000 Penalty: 4756.406738
	Iteration 15Q: 3 clusters Score -3021280 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3021544.000000 Penalty: 4756.406738
	Iteration 16Q: 3 clusters Score -3021544 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3021757.250000 Penalty: 4756.406738
	Iteration 17Q: 3 clusters Score -3021757 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3021960.500000 Penalty: 4756.406738
	Iteration 18Q: 3 clusters Score -3021960 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3022115.250000 Penalty: 4756.406738
	Iteration 19Q: 3 clusters Score -3022115 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3022204.000000 Penalty: 4756.406738
	Iteration 20F: 3 clusters Score -3022204 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3022287.500000 Penalty: 4756.406738
	Iteration 21Q: 3 clusters Score -3022288 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3022318.750000 Penalty: 4756.406738
	Iteration 22Q: 3 clusters Score -3022319 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3022358.000000 Penalty: 4756.406738
	Iteration 23Q: 3 clusters Score -3022358 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3022392.500000 Penalty: 4756.406738
	Iteration 24Q: 3 clusters Score -3022392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3022422.250000 Penalty: 4756.406738
	Iteration 25Q: 3 clusters Score -3022422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3022452.000000 Penalty: 4756.406738
	Iteration 26Q: 3 clusters Score -3022452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3022492.750000 Penalty: 4756.406738
	Iteration 27Q: 3 clusters Score -3022493 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3022514.750000 Penalty: 4756.406738
	Iteration 28Q: 3 clusters Score -3022515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3022523.250000 Penalty: 4756.406738
	Iteration 29Q: 3 clusters Score -3022523 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3022553.000000 Penalty: 4756.406738
	Iteration 30Q: 3 clusters Score -3022553 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3022586.500000 Penalty: 4756.406738
	Iteration 31Q: 3 clusters Score -3022586 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3022609.750000 Penalty: 4756.406738
	Iteration 32Q: 3 clusters Score -3022610 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3022645.000000 Penalty: 4756.406738
	Iteration 33Q: 3 clusters Score -3022645 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3022668.750000 Penalty: 4756.406738
	Iteration 34Q: 3 clusters Score -3022669 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3022687.250000 Penalty: 4756.406738
	Iteration 35Q: 3 clusters Score -3022687 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3022714.750000 Penalty: 4756.406738
	Iteration 36Q: 3 clusters Score -3022715 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3022742.500000 Penalty: 4756.406738
	Iteration 37Q: 3 clusters Score -3022742 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3022775.750000 Penalty: 4756.406738
	Iteration 38Q: 3 clusters Score -3022776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3022790.500000 Penalty: 4756.406738
	Iteration 39Q: 3 clusters Score -3022790 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3022825.250000 Penalty: 4756.406738
	Iteration 40F: 3 clusters Score -3022825 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3022847.500000 Penalty: 4756.406738
	Iteration 41Q: 3 clusters Score -3022848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3022882.000000 Penalty: 4756.406738
	Iteration 42Q: 3 clusters Score -3022882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3022904.500000 Penalty: 4756.406738
	Iteration 43Q: 3 clusters Score -3022904 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3022930.000000 Penalty: 4756.406738
	Iteration 44Q: 3 clusters Score -3022930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3022951.000000 Penalty: 4756.406738
	Iteration 45Q: 3 clusters Score -3022951 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3022983.000000 Penalty: 4756.406738
	Iteration 46Q: 3 clusters Score -3022983 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3023018.750000 Penalty: 4756.406738
	Iteration 47Q: 3 clusters Score -3023019 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3023037.750000 Penalty: 4756.406738
	Iteration 48Q: 3 clusters Score -3023038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3023062.000000 Penalty: 4756.406738
	Iteration 49Q: 3 clusters Score -3023062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3023087.250000 Penalty: 4756.406738
	Iteration 50Q: 3 clusters Score -3023087 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3023117.750000 Penalty: 4756.406738
	Iteration 51Q: 3 clusters Score -3023118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3023135.750000 Penalty: 4756.406738
	Iteration 52Q: 3 clusters Score -3023136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3023156.500000 Penalty: 4756.406738
	Iteration 53Q: 3 clusters Score -3023156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3023189.250000 Penalty: 4756.406738
	Iteration 54Q: 3 clusters Score -3023189 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3023210.250000 Penalty: 4756.406738
	Iteration 55Q: 3 clusters Score -3023210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3023245.750000 Penalty: 4756.406738
	Iteration 56Q: 3 clusters Score -3023246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3023281.500000 Penalty: 4756.406738
	Iteration 57Q: 3 clusters Score -3023282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3023317.500000 Penalty: 4756.406738
	Iteration 58Q: 3 clusters Score -3023318 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3023369.250000 Penalty: 4756.406738
	Iteration 59Q: 3 clusters Score -3023369 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3023401.000000 Penalty: 4756.406738
	Iteration 60F: 3 clusters Score -3023401 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3023431.250000 Penalty: 4756.406738
	Iteration 61Q: 3 clusters Score -3023431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3023455.500000 Penalty: 4756.406738
	Iteration 62Q: 3 clusters Score -3023456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3023481.500000 Penalty: 4756.406738
	Iteration 63Q: 3 clusters Score -3023482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3023500.500000 Penalty: 4756.406738
	Iteration 64Q: 3 clusters Score -3023500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3023515.000000 Penalty: 4756.406738
	Iteration 65Q: 3 clusters Score -3023515 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3023534.000000 Penalty: 4756.406738
	Iteration 66Q: 3 clusters Score -3023534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3023568.500000 Penalty: 4756.406738
	Iteration 67Q: 3 clusters Score -3023568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3023588.750000 Penalty: 4756.406738
	Iteration 68Q: 3 clusters Score -3023589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3023621.250000 Penalty: 4756.406738
	Iteration 69Q: 3 clusters Score -3023621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3023631.750000 Penalty: 4756.406738
	Iteration 70Q: 3 clusters Score -3023632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3023653.000000 Penalty: 4756.406738
	Iteration 71Q: 3 clusters Score -3023653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3023677.250000 Penalty: 4756.406738
	Iteration 72Q: 3 clusters Score -3023677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3023693.250000 Penalty: 4756.406738
	Iteration 73Q: 3 clusters Score -3023693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3023699.000000 Penalty: 4756.406738
	Iteration 74Q: 3 clusters Score -3023699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3023719.000000 Penalty: 4756.406738
	Iteration 75Q: 3 clusters Score -3023719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3023730.250000 Penalty: 4756.406738
	Iteration 76Q: 3 clusters Score -3023730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3023733.250000 Penalty: 4756.406738
	Iteration 77Q: 3 clusters Score -3023733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3023739.250000 Penalty: 4756.406738
	Iteration 78Q: 3 clusters Score -3023739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3023746.250000 Penalty: 4756.406738
	Iteration 79Q: 3 clusters Score -3023746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3023756.750000 Penalty: 4756.406738
	Iteration 80F: 3 clusters Score -3023757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3023781.250000 Penalty: 4756.406738
	Iteration 81Q: 3 clusters Score -3023781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3023796.750000 Penalty: 4756.406738
	Iteration 82Q: 3 clusters Score -3023797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3023809.250000 Penalty: 4756.406738
	Iteration 83Q: 3 clusters Score -3023809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3023813.000000 Penalty: 4756.406738
	Iteration 84Q: 3 clusters Score -3023813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3023816.750000 Penalty: 4756.406738
	Iteration 85Q: 3 clusters Score -3023817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3023821.250000 Penalty: 4756.406738
	Iteration 86Q: 3 clusters Score -3023821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3023828.250000 Penalty: 4756.406738
	Iteration 87Q: 3 clusters Score -3023828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3023831.000000 Penalty: 4756.406738
	Iteration 88Q: 3 clusters Score -3023831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3023835.500000 Penalty: 4756.406738
	Iteration 89Q: 3 clusters Score -3023836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3023838.750000 Penalty: 4756.406738
	Iteration 90Q: 3 clusters Score -3023839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3023840.250000 Penalty: 4756.406738
	Iteration 91Q: 3 clusters Score -3023840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3023840.500000 Penalty: 4756.406738
	Iteration 92Q: 3 clusters Score -3023840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3023841.000000 Penalty: 4756.406738
	Iteration 93Q: 3 clusters Score -3023841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3023847.750000 Penalty: 4756.406738
	Iteration 94Q: 3 clusters Score -3023848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3023858.750000 Penalty: 4756.406738
	Iteration 95Q: 3 clusters Score -3023859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3023868.750000 Penalty: 4756.406738
	Iteration 96Q: 3 clusters Score -3023869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3023869.500000 Penalty: 4756.406738
	Iteration 97Q: 3 clusters Score -3023870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3023872.250000 Penalty: 4756.406738
	Iteration 98Q: 3 clusters Score -3023872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3023884.250000 Penalty: 4756.406738
	Iteration 99Q: 3 clusters Score -3023884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3023887.750000 Penalty: 4756.406738
	Iteration 100F: 3 clusters Score -3023888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3023891.750000 Penalty: 4756.406738
	Iteration 101Q: 3 clusters Score -3023892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3023890.000000 Penalty: 4756.406738
	Iteration 102Q: 3 clusters Score -3023890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3023888.500000 Penalty: 4756.406738
	Iteration 103Q: 3 clusters Score -3023888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3023893.500000 Penalty: 4756.406738
	Iteration 104Q: 3 clusters Score -3023894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3023896.000000 Penalty: 4756.406738
	Iteration 105Q: 3 clusters Score -3023896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3023898.750000 Penalty: 4756.406738
	Iteration 106Q: 3 clusters Score -3023899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3023902.250000 Penalty: 4756.406738
	Iteration 107Q: 3 clusters Score -3023902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3023903.500000 Penalty: 4756.406738
	Iteration 108Q: 3 clusters Score -3023904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3023906.000000 Penalty: 4756.406738
	Iteration 109Q: 3 clusters Score -3023906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3023903.250000 Penalty: 4756.406738
	Iteration 110Q: 3 clusters Score -3023903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3023903.000000 Penalty: 4756.406738
	Iteration 111Q: 3 clusters Score -3023903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3023903.000000 Penalty: 4756.406738
	Iteration 112F: 3 clusters Score -3023903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (32303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Entering Unmasked Estep 
Score: -6296035.500000 Penalty: 2574.963135
	Iteration 0F: 2 clusters Score -6296036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -6275950.500000 Penalty: 5149.926270
	Iteration 0F: 3 clusters Score -6275950 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6283877.000000 Penalty: 5149.926270
	Iteration 1F: 3 clusters Score -6283877 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -6284304.500000 Penalty: 5149.926270
	Iteration 2Q: 3 clusters Score -6284304 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -6284623.500000 Penalty: 5149.926270
	Iteration 3Q: 3 clusters Score -6284624 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -6284879.000000 Penalty: 5149.926270
	Iteration 4Q: 3 clusters Score -6284879 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -6285099.000000 Penalty: 5149.926270
	Iteration 5Q: 3 clusters Score -6285099 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -6285306.000000 Penalty: 5149.926270
	Iteration 6Q: 3 clusters Score -6285306 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -6285471.000000 Penalty: 5149.926270
	Iteration 7Q: 3 clusters Score -6285471 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -6285659.000000 Penalty: 5149.926270
	Iteration 8Q: 3 clusters Score -6285659 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -6285829.000000 Penalty: 5149.926270
	Iteration 9Q: 3 clusters Score -6285829 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -6285996.000000 Penalty: 5149.926270
	Iteration 10Q: 3 clusters Score -6285996 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6286163.500000 Penalty: 5149.926270
	Iteration 11Q: 3 clusters Score -6286164 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -6286376.500000 Penalty: 5149.926270
	Iteration 12Q: 3 clusters Score -6286376 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -6286658.500000 Penalty: 5149.926270
	Iteration 13Q: 3 clusters Score -6286658 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -6286985.000000 Penalty: 5149.926270
	Iteration 14Q: 3 clusters Score -6286985 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -6287503.000000 Penalty: 5149.926270
	Iteration 15Q: 3 clusters Score -6287503 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -6288172.000000 Penalty: 5149.926270
	Iteration 16Q: 3 clusters Score -6288172 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -6289046.000000 Penalty: 5149.926270
	Iteration 17Q: 3 clusters Score -6289046 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -6290263.500000 Penalty: 5149.926270
	Iteration 18F: 3 clusters Score -6290264 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -6291479.000000 Penalty: 5149.926270
	Iteration 19F: 3 clusters Score -6291479 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -6292386.000000 Penalty: 5149.926270
	Iteration 20F: 3 clusters Score -6292386 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -6292979.500000 Penalty: 5149.926270
	Iteration 21Q: 3 clusters Score -6292980 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -6293405.000000 Penalty: 5149.926270
	Iteration 22Q: 3 clusters Score -6293405 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -6293589.000000 Penalty: 5149.926270
	Iteration 23Q: 3 clusters Score -6293589 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -6293659.000000 Penalty: 5149.926270
	Iteration 24Q: 3 clusters Score -6293659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -6293708.000000 Penalty: 5149.926270
	Iteration 25Q: 3 clusters Score -6293708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -6293739.500000 Penalty: 5149.926270
	Iteration 26Q: 3 clusters Score -6293740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6293757.500000 Penalty: 5149.926270
	Iteration 27Q: 3 clusters Score -6293758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6293772.000000 Penalty: 5149.926270
	Iteration 28Q: 3 clusters Score -6293772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -6293772.500000 Penalty: 5149.926270
	Iteration 29Q: 3 clusters Score -6293772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -6293786.500000 Penalty: 5149.926270
	Iteration 30Q: 3 clusters Score -6293786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -6293799.500000 Penalty: 5149.926270
	Iteration 31Q: 3 clusters Score -6293800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -6293805.500000 Penalty: 5149.926270
	Iteration 32Q: 3 clusters Score -6293806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6293808.500000 Penalty: 5149.926270
	Iteration 33Q: 3 clusters Score -6293808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -6293820.000000 Penalty: 5149.926270
	Iteration 34Q: 3 clusters Score -6293820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6293817.500000 Penalty: 5149.926270
	Iteration 35Q: 3 clusters Score -6293818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -6293820.000000 Penalty: 5149.926270
	Iteration 36Q: 3 clusters Score -6293820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -6293820.000000 Penalty: 5149.926270
	Iteration 37F: 3 clusters Score -6293820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Entering Unmasked Estep 
Score: -901997.562500 Penalty: 2100.116943
	Iteration 0F: 2 clusters Score -901997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -897618.750000 Penalty: 4200.233887
	Iteration 0F: 3 clusters Score -897618.8 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -898641.625000 Penalty: 4200.233887
	Iteration 1F: 3 clusters Score -898641.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -898866.437500 Penalty: 4200.233887
	Iteration 2F: 3 clusters Score -898866.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -899007.812500 Penalty: 4200.233887
	Iteration 3F: 3 clusters Score -899007.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -899098.875000 Penalty: 4200.233887
	Iteration 4Q: 3 clusters Score -899098.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -899175.000000 Penalty: 4200.233887
	Iteration 5Q: 3 clusters Score -899175 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -899241.000000 Penalty: 4200.233887
	Iteration 6Q: 3 clusters Score -899241 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -899286.312500 Penalty: 4200.233887
	Iteration 7Q: 3 clusters Score -899286.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -899339.562500 Penalty: 4200.233887
	Iteration 8Q: 3 clusters Score -899339.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -899389.437500 Penalty: 4200.233887
	Iteration 9Q: 3 clusters Score -899389.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -899431.312500 Penalty: 4200.233887
	Iteration 10Q: 3 clusters Score -899431.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -899519.687500 Penalty: 4200.233887
	Iteration 11Q: 3 clusters Score -899519.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -899636.250000 Penalty: 4200.233887
	Iteration 12Q: 3 clusters Score -899636.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -899747.500000 Penalty: 4200.233887
	Iteration 13Q: 3 clusters Score -899747.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -899822.812500 Penalty: 4200.233887
	Iteration 14Q: 3 clusters Score -899822.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -899877.437500 Penalty: 4200.233887
	Iteration 15Q: 3 clusters Score -899877.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -899934.062500 Penalty: 4200.233887
	Iteration 16Q: 3 clusters Score -899934.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -899981.562500 Penalty: 4200.233887
	Iteration 17Q: 3 clusters Score -899981.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -900022.562500 Penalty: 4200.233887
	Iteration 18Q: 3 clusters Score -900022.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -900065.500000 Penalty: 4200.233887
	Iteration 19Q: 3 clusters Score -900065.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -900101.687500 Penalty: 4200.233887
	Iteration 20F: 3 clusters Score -900101.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -900135.187500 Penalty: 4200.233887
	Iteration 21Q: 3 clusters Score -900135.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -900170.125000 Penalty: 4200.233887
	Iteration 22Q: 3 clusters Score -900170.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -900202.187500 Penalty: 4200.233887
	Iteration 23Q: 3 clusters Score -900202.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -900235.687500 Penalty: 4200.233887
	Iteration 24Q: 3 clusters Score -900235.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -900280.437500 Penalty: 4200.233887
	Iteration 25Q: 3 clusters Score -900280.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -900326.187500 Penalty: 4200.233887
	Iteration 26Q: 3 clusters Score -900326.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -900382.750000 Penalty: 4200.233887
	Iteration 27Q: 3 clusters Score -900382.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -900448.062500 Penalty: 4200.233887
	Iteration 28Q: 3 clusters Score -900448.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -900503.437500 Penalty: 4200.233887
	Iteration 29Q: 3 clusters Score -900503.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -900559.437500 Penalty: 4200.233887
	Iteration 30Q: 3 clusters Score -900559.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -900612.312500 Penalty: 4200.233887
	Iteration 31Q: 3 clusters Score -900612.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -900662.812500 Penalty: 4200.233887
	Iteration 32Q: 3 clusters Score -900662.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -900703.812500 Penalty: 4200.233887
	Iteration 33Q: 3 clusters Score -900703.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -900746.875000 Penalty: 4200.233887
	Iteration 34Q: 3 clusters Score -900746.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -900776.687500 Penalty: 4200.233887
	Iteration 35Q: 3 clusters Score -900776.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -900808.437500 Penalty: 4200.233887
	Iteration 36Q: 3 clusters Score -900808.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -900843.500000 Penalty: 4200.233887
	Iteration 37Q: 3 clusters Score -900843.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -900868.500000 Penalty: 4200.233887
	Iteration 38Q: 3 clusters Score -900868.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -900894.250000 Penalty: 4200.233887
	Iteration 39Q: 3 clusters Score -900894.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -900908.625000 Penalty: 4200.233887
	Iteration 40F: 3 clusters Score -900908.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -900920.062500 Penalty: 4200.233887
	Iteration 41Q: 3 clusters Score -900920.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -900931.937500 Penalty: 4200.233887
	Iteration 42Q: 3 clusters Score -900931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -900943.937500 Penalty: 4200.233887
	Iteration 43Q: 3 clusters Score -900943.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -900957.000000 Penalty: 4200.233887
	Iteration 44Q: 3 clusters Score -900957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -900967.375000 Penalty: 4200.233887
	Iteration 45Q: 3 clusters Score -900967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -900974.687500 Penalty: 4200.233887
	Iteration 46Q: 3 clusters Score -900974.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -900979.375000 Penalty: 4200.233887
	Iteration 47Q: 3 clusters Score -900979.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -900986.250000 Penalty: 4200.233887
	Iteration 48Q: 3 clusters Score -900986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -900989.000000 Penalty: 4200.233887
	Iteration 49Q: 3 clusters Score -900989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -900992.250000 Penalty: 4200.233887
	Iteration 50Q: 3 clusters Score -900992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -900995.437500 Penalty: 4200.233887
	Iteration 51Q: 3 clusters Score -900995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -900994.312500 Penalty: 4200.233887
	Iteration 52Q: 3 clusters Score -900994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -900995.937500 Penalty: 4200.233887
	Iteration 53Q: 3 clusters Score -900995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -900998.500000 Penalty: 4200.233887
	Iteration 54Q: 3 clusters Score -900998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -900997.937500 Penalty: 4200.233887
	Iteration 55Q: 3 clusters Score -900997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -900998.937500 Penalty: 4200.233887
	Iteration 56Q: 3 clusters Score -900998.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -900998.937500 Penalty: 4200.233887
	Iteration 57F: 3 clusters Score -900998.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Entering Unmasked Estep 
Score: -3143723.500000 Penalty: 2383.177246
	Iteration 0F: 2 clusters Score -3143724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -3133425.250000 Penalty: 4766.354492
	Iteration 0F: 3 clusters Score -3133425 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3136843.750000 Penalty: 4766.354492
	Iteration 1F: 3 clusters Score -3136844 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3137201.250000 Penalty: 4766.354492
	Iteration 2F: 3 clusters Score -3137201 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3137453.000000 Penalty: 4766.354492
	Iteration 3Q: 3 clusters Score -3137453 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3137670.500000 Penalty: 4766.354492
	Iteration 4Q: 3 clusters Score -3137670 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3137855.500000 Penalty: 4766.354492
	Iteration 5Q: 3 clusters Score -3137856 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3138024.500000 Penalty: 4766.354492
	Iteration 6Q: 3 clusters Score -3138024 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3138227.750000 Penalty: 4766.354492
	Iteration 7Q: 3 clusters Score -3138228 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3138468.500000 Penalty: 4766.354492
	Iteration 8Q: 3 clusters Score -3138468 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3138732.250000 Penalty: 4766.354492
	Iteration 9Q: 3 clusters Score -3138732 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3139023.250000 Penalty: 4766.354492
	Iteration 10Q: 3 clusters Score -3139023 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3139373.750000 Penalty: 4766.354492
	Iteration 11Q: 3 clusters Score -3139374 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3139797.750000 Penalty: 4766.354492
	Iteration 12Q: 3 clusters Score -3139798 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3140149.000000 Penalty: 4766.354492
	Iteration 13Q: 3 clusters Score -3140149 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3140487.500000 Penalty: 4766.354492
	Iteration 14Q: 3 clusters Score -3140488 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3140753.250000 Penalty: 4766.354492
	Iteration 15Q: 3 clusters Score -3140753 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3141016.500000 Penalty: 4766.354492
	Iteration 16Q: 3 clusters Score -3141016 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3141211.000000 Penalty: 4766.354492
	Iteration 17Q: 3 clusters Score -3141211 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3141340.000000 Penalty: 4766.354492
	Iteration 18Q: 3 clusters Score -3141340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3141448.500000 Penalty: 4766.354492
	Iteration 19Q: 3 clusters Score -3141448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3141501.250000 Penalty: 4766.354492
	Iteration 20F: 3 clusters Score -3141501 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3141529.750000 Penalty: 4766.354492
	Iteration 21Q: 3 clusters Score -3141530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3141567.750000 Penalty: 4766.354492
	Iteration 22Q: 3 clusters Score -3141568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3141590.500000 Penalty: 4766.354492
	Iteration 23Q: 3 clusters Score -3141590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3141606.250000 Penalty: 4766.354492
	Iteration 24Q: 3 clusters Score -3141606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3141627.250000 Penalty: 4766.354492
	Iteration 25Q: 3 clusters Score -3141627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3141647.250000 Penalty: 4766.354492
	Iteration 26Q: 3 clusters Score -3141647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3141657.250000 Penalty: 4766.354492
	Iteration 27Q: 3 clusters Score -3141657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3141663.250000 Penalty: 4766.354492
	Iteration 28Q: 3 clusters Score -3141663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3141678.500000 Penalty: 4766.354492
	Iteration 29Q: 3 clusters Score -3141678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3141683.250000 Penalty: 4766.354492
	Iteration 30Q: 3 clusters Score -3141683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3141686.750000 Penalty: 4766.354492
	Iteration 31Q: 3 clusters Score -3141687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3141690.000000 Penalty: 4766.354492
	Iteration 32Q: 3 clusters Score -3141690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3141693.750000 Penalty: 4766.354492
	Iteration 33Q: 3 clusters Score -3141694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3141696.500000 Penalty: 4766.354492
	Iteration 34Q: 3 clusters Score -3141696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3141696.500000 Penalty: 4766.354492
	Iteration 35F: 3 clusters Score -3141696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (31316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Entering Unmasked Estep 
Score: -6109999.500000 Penalty: 2567.267334
	Iteration 0F: 2 clusters Score -6110000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -6090349.500000 Penalty: 5134.534668
	Iteration 0F: 3 clusters Score -6090350 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -6097940.500000 Penalty: 5134.534668
	Iteration 1F: 3 clusters Score -6097940 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -6098373.000000 Penalty: 5134.534668
	Iteration 2Q: 3 clusters Score -6098373 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -6098730.500000 Penalty: 5134.534668
	Iteration 3Q: 3 clusters Score -6098730 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -6099050.000000 Penalty: 5134.534668
	Iteration 4Q: 3 clusters Score -6099050 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -6099403.000000 Penalty: 5134.534668
	Iteration 5Q: 3 clusters Score -6099403 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -6099842.500000 Penalty: 5134.534668
	Iteration 6Q: 3 clusters Score -6099842 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -6100363.000000 Penalty: 5134.534668
	Iteration 7Q: 3 clusters Score -6100363 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -6100961.500000 Penalty: 5134.534668
	Iteration 8Q: 3 clusters Score -6100962 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -6101787.500000 Penalty: 5134.534668
	Iteration 9Q: 3 clusters Score -6101788 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -6102853.000000 Penalty: 5134.534668
	Iteration 10Q: 3 clusters Score -6102853 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -6104250.000000 Penalty: 5134.534668
	Iteration 11Q: 3 clusters Score -6104250 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -6105678.500000 Penalty: 5134.534668
	Iteration 12Q: 3 clusters Score -6105678 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -6106863.000000 Penalty: 5134.534668
	Iteration 13Q: 3 clusters Score -6106863 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6107498.500000 Penalty: 5134.534668
	Iteration 14Q: 3 clusters Score -6107498 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -6107837.500000 Penalty: 5134.534668
	Iteration 15Q: 3 clusters Score -6107838 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -6108111.000000 Penalty: 5134.534668
	Iteration 16Q: 3 clusters Score -6108111 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -6108311.500000 Penalty: 5134.534668
	Iteration 17Q: 3 clusters Score -6108312 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -6108473.000000 Penalty: 5134.534668
	Iteration 18Q: 3 clusters Score -6108473 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -6108597.500000 Penalty: 5134.534668
	Iteration 19Q: 3 clusters Score -6108598 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -6108706.000000 Penalty: 5134.534668
	Iteration 20F: 3 clusters Score -6108706 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -6108792.500000 Penalty: 5134.534668
	Iteration 21Q: 3 clusters Score -6108792 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -6108881.500000 Penalty: 5134.534668
	Iteration 22Q: 3 clusters Score -6108882 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -6108889.500000 Penalty: 5134.534668
	Iteration 23Q: 3 clusters Score -6108890 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -6108951.000000 Penalty: 5134.534668
	Iteration 24Q: 3 clusters Score -6108951 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -6108983.500000 Penalty: 5134.534668
	Iteration 25Q: 3 clusters Score -6108984 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -6108989.500000 Penalty: 5134.534668
	Iteration 26Q: 3 clusters Score -6108990 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -6108964.000000 Penalty: 5134.534668
	Iteration 27Q: 3 clusters Score -6108964 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -6108988.500000 Penalty: 5134.534668
	Iteration 28Q: 3 clusters Score -6108988 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -6109020.500000 Penalty: 5134.534668
	Iteration 29Q: 3 clusters Score -6109020 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -6108980.500000 Penalty: 5134.534668
	Iteration 30Q: 3 clusters Score -6108980 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -6109027.000000 Penalty: 5134.534668
	Iteration 31Q: 3 clusters Score -6109027 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -6108995.000000 Penalty: 5134.534668
	Iteration 32Q: 3 clusters Score -6108995 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -6108981.000000 Penalty: 5134.534668
	Iteration 33Q: 3 clusters Score -6108981 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -6108990.500000 Penalty: 5134.534668
	Iteration 34Q: 3 clusters Score -6108990 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -6108942.500000 Penalty: 5134.534668
	Iteration 35Q: 3 clusters Score -6108942 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -6108889.000000 Penalty: 5134.534668
	Iteration 36Q: 3 clusters Score -6108889 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -6108914.500000 Penalty: 5134.534668
	Iteration 37Q: 3 clusters Score -6108914 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -6108889.500000 Penalty: 5134.534668
	Iteration 38Q: 3 clusters Score -6108890 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -6108938.500000 Penalty: 5134.534668
	Iteration 39Q: 3 clusters Score -6108938 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -6108938.500000 Penalty: 5134.534668
	Iteration 40F: 3 clusters Score -6108938 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -6108968.500000 Penalty: 5134.534668
	Iteration 41Q: 3 clusters Score -6108968 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -6108954.500000 Penalty: 5134.534668
	Iteration 42Q: 3 clusters Score -6108954 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -6108942.000000 Penalty: 5134.534668
	Iteration 43Q: 3 clusters Score -6108942 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -6108921.000000 Penalty: 5134.534668
	Iteration 44Q: 3 clusters Score -6108921 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -6108896.500000 Penalty: 5134.534668
	Iteration 45Q: 3 clusters Score -6108896 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -6108913.000000 Penalty: 5134.534668
	Iteration 46Q: 3 clusters Score -6108913 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -6108907.000000 Penalty: 5134.534668
	Iteration 47Q: 3 clusters Score -6108907 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -6108890.000000 Penalty: 5134.534668
	Iteration 48Q: 3 clusters Score -6108890 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -6108920.000000 Penalty: 5134.534668
	Iteration 49Q: 3 clusters Score -6108920 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -6108917.000000 Penalty: 5134.534668
	Iteration 50Q: 3 clusters Score -6108917 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -6108939.500000 Penalty: 5134.534668
	Iteration 51Q: 3 clusters Score -6108940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -6108926.000000 Penalty: 5134.534668
	Iteration 52Q: 3 clusters Score -6108926 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -6108924.500000 Penalty: 5134.534668
	Iteration 53Q: 3 clusters Score -6108924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6108943.000000 Penalty: 5134.534668
	Iteration 54Q: 3 clusters Score -6108943 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -6108941.500000 Penalty: 5134.534668
	Iteration 55Q: 3 clusters Score -6108942 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -6108947.500000 Penalty: 5134.534668
	Iteration 56Q: 3 clusters Score -6108948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -6108939.000000 Penalty: 5134.534668
	Iteration 57Q: 3 clusters Score -6108939 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -6108932.000000 Penalty: 5134.534668
	Iteration 58Q: 3 clusters Score -6108932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -6108921.500000 Penalty: 5134.534668
	Iteration 59Q: 3 clusters Score -6108922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -6108906.500000 Penalty: 5134.534668
	Iteration 60F: 3 clusters Score -6108906 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -6108914.000000 Penalty: 5134.534668
	Iteration 61Q: 3 clusters Score -6108914 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -6108913.000000 Penalty: 5134.534668
	Iteration 62Q: 3 clusters Score -6108913 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -6108921.000000 Penalty: 5134.534668
	Iteration 63Q: 3 clusters Score -6108921 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -6108919.000000 Penalty: 5134.534668
	Iteration 64Q: 3 clusters Score -6108919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -6108898.500000 Penalty: 5134.534668
	Iteration 65Q: 3 clusters Score -6108898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -6108875.000000 Penalty: 5134.534668
	Iteration 66Q: 3 clusters Score -6108875 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -6108861.000000 Penalty: 5134.534668
	Iteration 67Q: 3 clusters Score -6108861 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -6108818.500000 Penalty: 5134.534668
	Iteration 68Q: 3 clusters Score -6108818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -6108790.500000 Penalty: 5134.534668
	Iteration 69Q: 3 clusters Score -6108790 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -6108777.500000 Penalty: 5134.534668
	Iteration 70Q: 3 clusters Score -6108778 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -6108774.500000 Penalty: 5134.534668
	Iteration 71Q: 3 clusters Score -6108774 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -6108800.500000 Penalty: 5134.534668
	Iteration 72Q: 3 clusters Score -6108800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -6108803.000000 Penalty: 5134.534668
	Iteration 73Q: 3 clusters Score -6108803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -6108797.000000 Penalty: 5134.534668
	Iteration 74Q: 3 clusters Score -6108797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -6108791.000000 Penalty: 5134.534668
	Iteration 75Q: 3 clusters Score -6108791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -6108797.000000 Penalty: 5134.534668
	Iteration 76Q: 3 clusters Score -6108797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -6108785.500000 Penalty: 5134.534668
	Iteration 77Q: 3 clusters Score -6108786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6108774.000000 Penalty: 5134.534668
	Iteration 78Q: 3 clusters Score -6108774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -6108779.500000 Penalty: 5134.534668
	Iteration 79Q: 3 clusters Score -6108780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -6108784.500000 Penalty: 5134.534668
	Iteration 80F: 3 clusters Score -6108784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -6108779.500000 Penalty: 5134.534668
	Iteration 81Q: 3 clusters Score -6108780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -6108784.000000 Penalty: 5134.534668
	Iteration 82Q: 3 clusters Score -6108784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -6108783.000000 Penalty: 5134.534668
	Iteration 83Q: 3 clusters Score -6108783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6108785.000000 Penalty: 5134.534668
	Iteration 84Q: 3 clusters Score -6108785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -6108778.000000 Penalty: 5134.534668
	Iteration 85Q: 3 clusters Score -6108778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -6108780.500000 Penalty: 5134.534668
	Iteration 86Q: 3 clusters Score -6108780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -6108772.500000 Penalty: 5134.534668
	Iteration 87Q: 3 clusters Score -6108772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -6108772.000000 Penalty: 5134.534668
	Iteration 88Q: 3 clusters Score -6108772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -6108779.500000 Penalty: 5134.534668
	Iteration 89Q: 3 clusters Score -6108780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -6108778.500000 Penalty: 5134.534668
	Iteration 90Q: 3 clusters Score -6108778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -6108787.000000 Penalty: 5134.534668
	Iteration 91Q: 3 clusters Score -6108787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6108777.500000 Penalty: 5134.534668
	Iteration 92Q: 3 clusters Score -6108778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6108782.500000 Penalty: 5134.534668
	Iteration 93Q: 3 clusters Score -6108782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6108784.500000 Penalty: 5134.534668
	Iteration 94Q: 3 clusters Score -6108784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6108784.500000 Penalty: 5134.534668
	Iteration 95F: 3 clusters Score -6108784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -88776.835938 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -88776.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87259.281250 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -87259.28 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87621.648438 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -87621.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87759.335938 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -87759.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87817.929688 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -87817.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87861.312500 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -87861.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87889.632812 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -87889.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87913.875000 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -87913.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87983.273438 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -87983.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88012.820312 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -88012.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88035.914062 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -88035.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88051.976562 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -88051.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88065.750000 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -88065.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88071.867188 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -88071.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88080.296875 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -88080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88094.625000 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -88094.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88107.484375 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -88107.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88118.070312 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -88118.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88119.296875 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -88119.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88119.843750 Penalty: 3151.767578
	Iteration 18F: 3 clusters Score -88119.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88133.671875 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -88133.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88145.757812 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -88145.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88158.296875 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -88158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88161.437500 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -88161.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88161.437500 Penalty: 3151.767578
	Iteration 23F: 3 clusters Score -88161.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -118479.523438 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -118479.5 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 342 members 
Entering Unmasked Estep 
Score: -116836.882812 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -116836.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117163.593750 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -117163.6 nChanged 65
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: -117279.062500 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -117279.1 nChanged 34
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: -117346.945312 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -117346.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -117382.726562 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -117382.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -117399.609375 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -117399.6 nChanged 11
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: -117421.898438 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -117421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -117434.265625 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -117434.3 nChanged 4
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: -117438.835938 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -117438.8 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: -117440.398438 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -117440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -117441.640625 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -117441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -117443.335938 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -117443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -117445.125000 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -117445.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -117445.125000 Penalty: 3250.043945
	Iteration 13F: 3 clusters Score -117445.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (18337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Entering Unmasked Estep 
Score: -3865604.000000 Penalty: 2434.535645
	Iteration 0F: 2 clusters Score -3865604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3854025.750000 Penalty: 4869.071289
	Iteration 0F: 3 clusters Score -3854026 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3858246.750000 Penalty: 4869.071289
	Iteration 1F: 3 clusters Score -3858247 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3858663.000000 Penalty: 4869.071289
	Iteration 2F: 3 clusters Score -3858663 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3859025.000000 Penalty: 4869.071289
	Iteration 3F: 3 clusters Score -3859025 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3859335.750000 Penalty: 4869.071289
	Iteration 4Q: 3 clusters Score -3859336 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -3859694.000000 Penalty: 4869.071289
	Iteration 5Q: 3 clusters Score -3859694 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3860091.500000 Penalty: 4869.071289
	Iteration 6Q: 3 clusters Score -3860092 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3860495.500000 Penalty: 4869.071289
	Iteration 7F: 3 clusters Score -3860496 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3861225.750000 Penalty: 4869.071289
	Iteration 8F: 3 clusters Score -3861226 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3861826.250000 Penalty: 4869.071289
	Iteration 9F: 3 clusters Score -3861826 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3862243.250000 Penalty: 4869.071289
	Iteration 10Q: 3 clusters Score -3862243 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3862583.000000 Penalty: 4869.071289
	Iteration 11Q: 3 clusters Score -3862583 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3862873.250000 Penalty: 4869.071289
	Iteration 12Q: 3 clusters Score -3862873 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3863044.500000 Penalty: 4869.071289
	Iteration 13Q: 3 clusters Score -3863044 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3863171.250000 Penalty: 4869.071289
	Iteration 14Q: 3 clusters Score -3863171 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3863244.750000 Penalty: 4869.071289
	Iteration 15Q: 3 clusters Score -3863245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3863289.250000 Penalty: 4869.071289
	Iteration 16Q: 3 clusters Score -3863289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3863329.250000 Penalty: 4869.071289
	Iteration 17Q: 3 clusters Score -3863329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3863343.750000 Penalty: 4869.071289
	Iteration 18Q: 3 clusters Score -3863344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3863352.250000 Penalty: 4869.071289
	Iteration 19Q: 3 clusters Score -3863352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3863378.500000 Penalty: 4869.071289
	Iteration 20F: 3 clusters Score -3863378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3863389.000000 Penalty: 4869.071289
	Iteration 21Q: 3 clusters Score -3863389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3863406.000000 Penalty: 4869.071289
	Iteration 22Q: 3 clusters Score -3863406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3863412.750000 Penalty: 4869.071289
	Iteration 23Q: 3 clusters Score -3863413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3863423.250000 Penalty: 4869.071289
	Iteration 24Q: 3 clusters Score -3863423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3863423.000000 Penalty: 4869.071289
	Iteration 25Q: 3 clusters Score -3863423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3863436.250000 Penalty: 4869.071289
	Iteration 26Q: 3 clusters Score -3863436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3863448.750000 Penalty: 4869.071289
	Iteration 27Q: 3 clusters Score -3863449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3863453.750000 Penalty: 4869.071289
	Iteration 28Q: 3 clusters Score -3863454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3863458.500000 Penalty: 4869.071289
	Iteration 29Q: 3 clusters Score -3863458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3863464.500000 Penalty: 4869.071289
	Iteration 30Q: 3 clusters Score -3863464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3863462.500000 Penalty: 4869.071289
	Iteration 31Q: 3 clusters Score -3863462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3863462.500000 Penalty: 4869.071289
	Iteration 32F: 3 clusters Score -3863462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (29801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Entering Unmasked Estep 
Score: -5781151.500000 Penalty: 2554.969727
	Iteration 0F: 2 clusters Score -5781152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -5761467.000000 Penalty: 5109.939453
	Iteration 0F: 3 clusters Score -5761467 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -5768726.000000 Penalty: 5109.939453
	Iteration 1F: 3 clusters Score -5768726 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -5769089.000000 Penalty: 5109.939453
	Iteration 2Q: 3 clusters Score -5769089 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -5769404.500000 Penalty: 5109.939453
	Iteration 3Q: 3 clusters Score -5769404 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -5769686.500000 Penalty: 5109.939453
	Iteration 4Q: 3 clusters Score -5769686 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -5769935.500000 Penalty: 5109.939453
	Iteration 5Q: 3 clusters Score -5769936 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -5770190.000000 Penalty: 5109.939453
	Iteration 6Q: 3 clusters Score -5770190 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -5770398.500000 Penalty: 5109.939453
	Iteration 7Q: 3 clusters Score -5770398 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5770600.000000 Penalty: 5109.939453
	Iteration 8Q: 3 clusters Score -5770600 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5770736.000000 Penalty: 5109.939453
	Iteration 9Q: 3 clusters Score -5770736 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -5770902.500000 Penalty: 5109.939453
	Iteration 10Q: 3 clusters Score -5770902 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -5771139.500000 Penalty: 5109.939453
	Iteration 11Q: 3 clusters Score -5771140 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -5771377.500000 Penalty: 5109.939453
	Iteration 12Q: 3 clusters Score -5771378 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -5771669.000000 Penalty: 5109.939453
	Iteration 13Q: 3 clusters Score -5771669 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5772095.500000 Penalty: 5109.939453
	Iteration 14Q: 3 clusters Score -5772096 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -5772617.000000 Penalty: 5109.939453
	Iteration 15Q: 3 clusters Score -5772617 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -5773267.000000 Penalty: 5109.939453
	Iteration 16Q: 3 clusters Score -5773267 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -5773919.500000 Penalty: 5109.939453
	Iteration 17Q: 3 clusters Score -5773920 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -5774424.500000 Penalty: 5109.939453
	Iteration 18Q: 3 clusters Score -5774424 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -5774774.000000 Penalty: 5109.939453
	Iteration 19Q: 3 clusters Score -5774774 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -5774985.500000 Penalty: 5109.939453
	Iteration 20F: 3 clusters Score -5774986 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -5775121.000000 Penalty: 5109.939453
	Iteration 21Q: 3 clusters Score -5775121 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -5775306.000000 Penalty: 5109.939453
	Iteration 22Q: 3 clusters Score -5775306 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -5775442.000000 Penalty: 5109.939453
	Iteration 23Q: 3 clusters Score -5775442 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5775593.000000 Penalty: 5109.939453
	Iteration 24Q: 3 clusters Score -5775593 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -5775752.000000 Penalty: 5109.939453
	Iteration 25Q: 3 clusters Score -5775752 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -5775933.000000 Penalty: 5109.939453
	Iteration 26Q: 3 clusters Score -5775933 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -5776119.500000 Penalty: 5109.939453
	Iteration 27Q: 3 clusters Score -5776120 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -5776315.000000 Penalty: 5109.939453
	Iteration 28Q: 3 clusters Score -5776315 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -5776444.500000 Penalty: 5109.939453
	Iteration 29Q: 3 clusters Score -5776444 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5776625.500000 Penalty: 5109.939453
	Iteration 30Q: 3 clusters Score -5776626 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5776824.000000 Penalty: 5109.939453
	Iteration 31Q: 3 clusters Score -5776824 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5777060.000000 Penalty: 5109.939453
	Iteration 32Q: 3 clusters Score -5777060 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5777291.000000 Penalty: 5109.939453
	Iteration 33Q: 3 clusters Score -5777291 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5777623.500000 Penalty: 5109.939453
	Iteration 34Q: 3 clusters Score -5777624 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5777854.000000 Penalty: 5109.939453
	Iteration 35Q: 3 clusters Score -5777854 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5778112.500000 Penalty: 5109.939453
	Iteration 36Q: 3 clusters Score -5778112 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5778318.000000 Penalty: 5109.939453
	Iteration 37Q: 3 clusters Score -5778318 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5778468.500000 Penalty: 5109.939453
	Iteration 38Q: 3 clusters Score -5778468 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5778554.000000 Penalty: 5109.939453
	Iteration 39Q: 3 clusters Score -5778554 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5778635.500000 Penalty: 5109.939453
	Iteration 40F: 3 clusters Score -5778636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5778695.000000 Penalty: 5109.939453
	Iteration 41Q: 3 clusters Score -5778695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5778758.000000 Penalty: 5109.939453
	Iteration 42Q: 3 clusters Score -5778758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5778804.000000 Penalty: 5109.939453
	Iteration 43Q: 3 clusters Score -5778804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5778847.000000 Penalty: 5109.939453
	Iteration 44Q: 3 clusters Score -5778847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5778871.500000 Penalty: 5109.939453
	Iteration 45Q: 3 clusters Score -5778872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5778899.000000 Penalty: 5109.939453
	Iteration 46Q: 3 clusters Score -5778899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5778907.500000 Penalty: 5109.939453
	Iteration 47Q: 3 clusters Score -5778908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5778917.500000 Penalty: 5109.939453
	Iteration 48Q: 3 clusters Score -5778918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5778929.000000 Penalty: 5109.939453
	Iteration 49Q: 3 clusters Score -5778929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5778938.000000 Penalty: 5109.939453
	Iteration 50Q: 3 clusters Score -5778938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5778950.500000 Penalty: 5109.939453
	Iteration 51Q: 3 clusters Score -5778950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5778954.000000 Penalty: 5109.939453
	Iteration 52Q: 3 clusters Score -5778954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5778965.000000 Penalty: 5109.939453
	Iteration 53Q: 3 clusters Score -5778965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5778963.000000 Penalty: 5109.939453
	Iteration 54Q: 3 clusters Score -5778963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5778963.500000 Penalty: 5109.939453
	Iteration 55Q: 3 clusters Score -5778964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5778965.500000 Penalty: 5109.939453
	Iteration 56Q: 3 clusters Score -5778966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5778963.500000 Penalty: 5109.939453
	Iteration 57Q: 3 clusters Score -5778964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5778963.500000 Penalty: 5109.939453
	Iteration 58Q: 3 clusters Score -5778964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5778963.500000 Penalty: 5109.939453
	Iteration 59F: 3 clusters Score -5778964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (29181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Entering Unmasked Estep 
Score: -5664553.500000 Penalty: 2549.755615
	Iteration 0F: 2 clusters Score -5664554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5645575.000000 Penalty: 5099.511230
	Iteration 0F: 3 clusters Score -5645575 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -5652652.500000 Penalty: 5099.511230
	Iteration 1F: 3 clusters Score -5652652 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5653044.000000 Penalty: 5099.511230
	Iteration 2Q: 3 clusters Score -5653044 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -5653415.500000 Penalty: 5099.511230
	Iteration 3Q: 3 clusters Score -5653416 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -5653783.000000 Penalty: 5099.511230
	Iteration 4Q: 3 clusters Score -5653783 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -5654188.000000 Penalty: 5099.511230
	Iteration 5Q: 3 clusters Score -5654188 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5654805.500000 Penalty: 5099.511230
	Iteration 6Q: 3 clusters Score -5654806 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5655658.500000 Penalty: 5099.511230
	Iteration 7F: 3 clusters Score -5655658 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5656887.500000 Penalty: 5099.511230
	Iteration 8F: 3 clusters Score -5656888 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -5658389.000000 Penalty: 5099.511230
	Iteration 9F: 3 clusters Score -5658389 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -5659888.500000 Penalty: 5099.511230
	Iteration 10F: 3 clusters Score -5659888 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5660900.000000 Penalty: 5099.511230
	Iteration 11Q: 3 clusters Score -5660900 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -5661623.000000 Penalty: 5099.511230
	Iteration 12Q: 3 clusters Score -5661623 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -5661959.500000 Penalty: 5099.511230
	Iteration 13Q: 3 clusters Score -5661960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -5662103.500000 Penalty: 5099.511230
	Iteration 14Q: 3 clusters Score -5662104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5662194.500000 Penalty: 5099.511230
	Iteration 15Q: 3 clusters Score -5662194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5662229.500000 Penalty: 5099.511230
	Iteration 16Q: 3 clusters Score -5662230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -5662260.500000 Penalty: 5099.511230
	Iteration 17Q: 3 clusters Score -5662260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -5662296.500000 Penalty: 5099.511230
	Iteration 18Q: 3 clusters Score -5662296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -5662309.000000 Penalty: 5099.511230
	Iteration 19Q: 3 clusters Score -5662309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5662312.500000 Penalty: 5099.511230
	Iteration 20F: 3 clusters Score -5662312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -5662325.500000 Penalty: 5099.511230
	Iteration 21Q: 3 clusters Score -5662326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5662324.000000 Penalty: 5099.511230
	Iteration 22Q: 3 clusters Score -5662324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5662325.000000 Penalty: 5099.511230
	Iteration 23Q: 3 clusters Score -5662325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -5662323.000000 Penalty: 5099.511230
	Iteration 24Q: 3 clusters Score -5662323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -5662326.500000 Penalty: 5099.511230
	Iteration 25Q: 3 clusters Score -5662326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -5662330.500000 Penalty: 5099.511230
	Iteration 26Q: 3 clusters Score -5662330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5662330.000000 Penalty: 5099.511230
	Iteration 27Q: 3 clusters Score -5662330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5662331.500000 Penalty: 5099.511230
	Iteration 28Q: 3 clusters Score -5662332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -5662335.000000 Penalty: 5099.511230
	Iteration 29Q: 3 clusters Score -5662335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5662328.500000 Penalty: 5099.511230
	Iteration 30Q: 3 clusters Score -5662328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5662328.500000 Penalty: 5099.511230
	Iteration 31F: 3 clusters Score -5662328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -24215.677734 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -24215.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23156.398438 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -23156.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23470.988281 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -23470.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23546.503906 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -23546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23617.080078 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -23617.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23654.509766 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -23654.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23656.660156 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -23656.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23656.660156 Penalty: 2748.466797
	Iteration 6F: 3 clusters Score -23656.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (28223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Entering Unmasked Estep 
Score: -5493660.000000 Penalty: 2541.477295
	Iteration 0F: 2 clusters Score -5493660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5474753.500000 Penalty: 5082.954590
	Iteration 0F: 3 clusters Score -5474754 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5481538.000000 Penalty: 5082.954590
	Iteration 1F: 3 clusters Score -5481538 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -5481875.500000 Penalty: 5082.954590
	Iteration 2Q: 3 clusters Score -5481876 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5482153.000000 Penalty: 5082.954590
	Iteration 3Q: 3 clusters Score -5482153 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5482415.000000 Penalty: 5082.954590
	Iteration 4Q: 3 clusters Score -5482415 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5482631.000000 Penalty: 5082.954590
	Iteration 5Q: 3 clusters Score -5482631 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -5482808.000000 Penalty: 5082.954590
	Iteration 6Q: 3 clusters Score -5482808 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5482978.500000 Penalty: 5082.954590
	Iteration 7Q: 3 clusters Score -5482978 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -5483126.500000 Penalty: 5082.954590
	Iteration 8Q: 3 clusters Score -5483126 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -5483263.500000 Penalty: 5082.954590
	Iteration 9Q: 3 clusters Score -5483264 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -5483393.000000 Penalty: 5082.954590
	Iteration 10Q: 3 clusters Score -5483393 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -5483530.500000 Penalty: 5082.954590
	Iteration 11Q: 3 clusters Score -5483530 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -5483670.000000 Penalty: 5082.954590
	Iteration 12Q: 3 clusters Score -5483670 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -5483808.000000 Penalty: 5082.954590
	Iteration 13Q: 3 clusters Score -5483808 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -5483966.500000 Penalty: 5082.954590
	Iteration 14Q: 3 clusters Score -5483966 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -5484219.500000 Penalty: 5082.954590
	Iteration 15Q: 3 clusters Score -5484220 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5484572.000000 Penalty: 5082.954590
	Iteration 16Q: 3 clusters Score -5484572 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -5485092.000000 Penalty: 5082.954590
	Iteration 17Q: 3 clusters Score -5485092 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -5485818.000000 Penalty: 5082.954590
	Iteration 18Q: 3 clusters Score -5485818 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -5486709.000000 Penalty: 5082.954590
	Iteration 19F: 3 clusters Score -5486709 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5487644.500000 Penalty: 5082.954590
	Iteration 20F: 3 clusters Score -5487644 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5488553.500000 Penalty: 5082.954590
	Iteration 21Q: 3 clusters Score -5488554 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5489257.000000 Penalty: 5082.954590
	Iteration 22Q: 3 clusters Score -5489257 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5489863.500000 Penalty: 5082.954590
	Iteration 23Q: 3 clusters Score -5489864 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5490319.500000 Penalty: 5082.954590
	Iteration 24Q: 3 clusters Score -5490320 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5490624.500000 Penalty: 5082.954590
	Iteration 25Q: 3 clusters Score -5490624 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5490834.000000 Penalty: 5082.954590
	Iteration 26Q: 3 clusters Score -5490834 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5491034.000000 Penalty: 5082.954590
	Iteration 27Q: 3 clusters Score -5491034 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5491158.000000 Penalty: 5082.954590
	Iteration 28Q: 3 clusters Score -5491158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5491274.000000 Penalty: 5082.954590
	Iteration 29Q: 3 clusters Score -5491274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5491311.000000 Penalty: 5082.954590
	Iteration 30Q: 3 clusters Score -5491311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5491320.000000 Penalty: 5082.954590
	Iteration 31Q: 3 clusters Score -5491320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5491344.000000 Penalty: 5082.954590
	Iteration 32Q: 3 clusters Score -5491344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5491358.000000 Penalty: 5082.954590
	Iteration 33Q: 3 clusters Score -5491358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5491376.500000 Penalty: 5082.954590
	Iteration 34Q: 3 clusters Score -5491376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5491388.500000 Penalty: 5082.954590
	Iteration 35Q: 3 clusters Score -5491388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5491386.500000 Penalty: 5082.954590
	Iteration 36Q: 3 clusters Score -5491386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5491393.000000 Penalty: 5082.954590
	Iteration 37Q: 3 clusters Score -5491393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5491396.000000 Penalty: 5082.954590
	Iteration 38Q: 3 clusters Score -5491396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5491386.500000 Penalty: 5082.954590
	Iteration 39Q: 3 clusters Score -5491386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5491389.500000 Penalty: 5082.954590
	Iteration 40F: 3 clusters Score -5491390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5491403.000000 Penalty: 5082.954590
	Iteration 41Q: 3 clusters Score -5491403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5491402.500000 Penalty: 5082.954590
	Iteration 42Q: 3 clusters Score -5491402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5491406.000000 Penalty: 5082.954590
	Iteration 43Q: 3 clusters Score -5491406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5491411.000000 Penalty: 5082.954590
	Iteration 44Q: 3 clusters Score -5491411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5491411.000000 Penalty: 5082.954590
	Iteration 45Q: 3 clusters Score -5491411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5491417.500000 Penalty: 5082.954590
	Iteration 46Q: 3 clusters Score -5491418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5491413.500000 Penalty: 5082.954590
	Iteration 47Q: 3 clusters Score -5491414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5491407.500000 Penalty: 5082.954590
	Iteration 48Q: 3 clusters Score -5491408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5491407.000000 Penalty: 5082.954590
	Iteration 49Q: 3 clusters Score -5491407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5491414.500000 Penalty: 5082.954590
	Iteration 50Q: 3 clusters Score -5491414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5491406.000000 Penalty: 5082.954590
	Iteration 51Q: 3 clusters Score -5491406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5491405.500000 Penalty: 5082.954590
	Iteration 52Q: 3 clusters Score -5491406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5491414.000000 Penalty: 5082.954590
	Iteration 53Q: 3 clusters Score -5491414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5491417.500000 Penalty: 5082.954590
	Iteration 54Q: 3 clusters Score -5491418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5491416.500000 Penalty: 5082.954590
	Iteration 55Q: 3 clusters Score -5491416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5491422.500000 Penalty: 5082.954590
	Iteration 56Q: 3 clusters Score -5491422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5491427.500000 Penalty: 5082.954590
	Iteration 57Q: 3 clusters Score -5491428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5491431.000000 Penalty: 5082.954590
	Iteration 58Q: 3 clusters Score -5491431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5491432.500000 Penalty: 5082.954590
	Iteration 59Q: 3 clusters Score -5491432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5491432.000000 Penalty: 5082.954590
	Iteration 60F: 3 clusters Score -5491432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5491429.000000 Penalty: 5082.954590
	Iteration 61Q: 3 clusters Score -5491429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5491429.000000 Penalty: 5082.954590
	Iteration 62F: 3 clusters Score -5491429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Entering Unmasked Estep 
Score: -3739303.000000 Penalty: 2426.746094
	Iteration 0F: 2 clusters Score -3739303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3728110.000000 Penalty: 4853.492188
	Iteration 0F: 3 clusters Score -3728110 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3732266.500000 Penalty: 4853.492188
	Iteration 1F: 3 clusters Score -3732266 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3732616.500000 Penalty: 4853.492188
	Iteration 2F: 3 clusters Score -3732616 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3732841.750000 Penalty: 4853.492188
	Iteration 3Q: 3 clusters Score -3732842 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3733002.500000 Penalty: 4853.492188
	Iteration 4Q: 3 clusters Score -3733002 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3733149.500000 Penalty: 4853.492188
	Iteration 5Q: 3 clusters Score -3733150 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3733281.500000 Penalty: 4853.492188
	Iteration 6Q: 3 clusters Score -3733282 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3733390.500000 Penalty: 4853.492188
	Iteration 7Q: 3 clusters Score -3733390 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3733487.500000 Penalty: 4853.492188
	Iteration 8Q: 3 clusters Score -3733488 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3733600.750000 Penalty: 4853.492188
	Iteration 9Q: 3 clusters Score -3733601 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3733714.250000 Penalty: 4853.492188
	Iteration 10Q: 3 clusters Score -3733714 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3733859.500000 Penalty: 4853.492188
	Iteration 11Q: 3 clusters Score -3733860 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3734038.250000 Penalty: 4853.492188
	Iteration 12Q: 3 clusters Score -3734038 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3734243.250000 Penalty: 4853.492188
	Iteration 13Q: 3 clusters Score -3734243 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3734525.000000 Penalty: 4853.492188
	Iteration 14Q: 3 clusters Score -3734525 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3734881.750000 Penalty: 4853.492188
	Iteration 15Q: 3 clusters Score -3734882 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3735269.250000 Penalty: 4853.492188
	Iteration 16Q: 3 clusters Score -3735269 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3735621.250000 Penalty: 4853.492188
	Iteration 17Q: 3 clusters Score -3735621 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3735889.750000 Penalty: 4853.492188
	Iteration 18Q: 3 clusters Score -3735890 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3736091.750000 Penalty: 4853.492188
	Iteration 19Q: 3 clusters Score -3736092 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3736269.500000 Penalty: 4853.492188
	Iteration 20F: 3 clusters Score -3736270 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3736375.750000 Penalty: 4853.492188
	Iteration 21Q: 3 clusters Score -3736376 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3736491.500000 Penalty: 4853.492188
	Iteration 22Q: 3 clusters Score -3736492 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3736586.000000 Penalty: 4853.492188
	Iteration 23Q: 3 clusters Score -3736586 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3736699.500000 Penalty: 4853.492188
	Iteration 24Q: 3 clusters Score -3736700 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3736828.000000 Penalty: 4853.492188
	Iteration 25Q: 3 clusters Score -3736828 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3736981.000000 Penalty: 4853.492188
	Iteration 26Q: 3 clusters Score -3736981 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3737139.250000 Penalty: 4853.492188
	Iteration 27Q: 3 clusters Score -3737139 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3737322.250000 Penalty: 4853.492188
	Iteration 28Q: 3 clusters Score -3737322 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3737504.250000 Penalty: 4853.492188
	Iteration 29Q: 3 clusters Score -3737504 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3737683.250000 Penalty: 4853.492188
	Iteration 30Q: 3 clusters Score -3737683 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3737803.250000 Penalty: 4853.492188
	Iteration 31Q: 3 clusters Score -3737803 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3737912.000000 Penalty: 4853.492188
	Iteration 32Q: 3 clusters Score -3737912 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3737983.250000 Penalty: 4853.492188
	Iteration 33Q: 3 clusters Score -3737983 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3738017.000000 Penalty: 4853.492188
	Iteration 34Q: 3 clusters Score -3738017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3738048.250000 Penalty: 4853.492188
	Iteration 35Q: 3 clusters Score -3738048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3738076.250000 Penalty: 4853.492188
	Iteration 36Q: 3 clusters Score -3738076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3738085.000000 Penalty: 4853.492188
	Iteration 37Q: 3 clusters Score -3738085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3738097.750000 Penalty: 4853.492188
	Iteration 38Q: 3 clusters Score -3738098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3738105.250000 Penalty: 4853.492188
	Iteration 39Q: 3 clusters Score -3738105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3738115.500000 Penalty: 4853.492188
	Iteration 40F: 3 clusters Score -3738116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3738123.750000 Penalty: 4853.492188
	Iteration 41Q: 3 clusters Score -3738124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3738120.250000 Penalty: 4853.492188
	Iteration 42Q: 3 clusters Score -3738120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3738126.750000 Penalty: 4853.492188
	Iteration 43Q: 3 clusters Score -3738127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3738134.250000 Penalty: 4853.492188
	Iteration 44Q: 3 clusters Score -3738134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3738130.750000 Penalty: 4853.492188
	Iteration 45Q: 3 clusters Score -3738131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3738148.750000 Penalty: 4853.492188
	Iteration 46Q: 3 clusters Score -3738149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3738149.750000 Penalty: 4853.492188
	Iteration 47Q: 3 clusters Score -3738150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3738148.750000 Penalty: 4853.492188
	Iteration 48Q: 3 clusters Score -3738149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3738152.500000 Penalty: 4853.492188
	Iteration 49Q: 3 clusters Score -3738152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3738149.500000 Penalty: 4853.492188
	Iteration 50Q: 3 clusters Score -3738150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3738148.750000 Penalty: 4853.492188
	Iteration 51Q: 3 clusters Score -3738149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3738150.750000 Penalty: 4853.492188
	Iteration 52Q: 3 clusters Score -3738151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3738150.750000 Penalty: 4853.492188
	Iteration 53F: 3 clusters Score -3738151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (35027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Entering Unmasked Estep 
Score: -6721502.000000 Penalty: 2595.041016
	Iteration 0F: 2 clusters Score -6721502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -6698722.000000 Penalty: 5190.082031
	Iteration 0F: 3 clusters Score -6698722 nChanged 15891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -6707260.000000 Penalty: 5190.082031
	Iteration 1F: 3 clusters Score -6707260 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -6707736.000000 Penalty: 5190.082031
	Iteration 2Q: 3 clusters Score -6707736 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -6708100.000000 Penalty: 5190.082031
	Iteration 3Q: 3 clusters Score -6708100 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -6708421.500000 Penalty: 5190.082031
	Iteration 4Q: 3 clusters Score -6708422 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -6708722.000000 Penalty: 5190.082031
	Iteration 5Q: 3 clusters Score -6708722 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -6708974.500000 Penalty: 5190.082031
	Iteration 6Q: 3 clusters Score -6708974 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -6709253.000000 Penalty: 5190.082031
	Iteration 7Q: 3 clusters Score -6709253 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -6709695.000000 Penalty: 5190.082031
	Iteration 8Q: 3 clusters Score -6709695 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -6710269.000000 Penalty: 5190.082031
	Iteration 9Q: 3 clusters Score -6710269 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -6711103.500000 Penalty: 5190.082031
	Iteration 10Q: 3 clusters Score -6711104 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -6712287.000000 Penalty: 5190.082031
	Iteration 11F: 3 clusters Score -6712287 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -6713809.500000 Penalty: 5190.082031
	Iteration 12F: 3 clusters Score -6713810 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -6715566.500000 Penalty: 5190.082031
	Iteration 13F: 3 clusters Score -6715566 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -6716997.500000 Penalty: 5190.082031
	Iteration 14F: 3 clusters Score -6716998 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -6717967.000000 Penalty: 5190.082031
	Iteration 15Q: 3 clusters Score -6717967 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -6718530.500000 Penalty: 5190.082031
	Iteration 16Q: 3 clusters Score -6718530 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -6718807.500000 Penalty: 5190.082031
	Iteration 17Q: 3 clusters Score -6718808 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -6718992.000000 Penalty: 5190.082031
	Iteration 18Q: 3 clusters Score -6718992 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -6719101.000000 Penalty: 5190.082031
	Iteration 19Q: 3 clusters Score -6719101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -6719154.000000 Penalty: 5190.082031
	Iteration 20F: 3 clusters Score -6719154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -6719206.500000 Penalty: 5190.082031
	Iteration 21Q: 3 clusters Score -6719206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -6719217.500000 Penalty: 5190.082031
	Iteration 22Q: 3 clusters Score -6719218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6719231.500000 Penalty: 5190.082031
	Iteration 23Q: 3 clusters Score -6719232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -6719238.000000 Penalty: 5190.082031
	Iteration 24Q: 3 clusters Score -6719238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -6719242.500000 Penalty: 5190.082031
	Iteration 25Q: 3 clusters Score -6719242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -6719245.500000 Penalty: 5190.082031
	Iteration 26Q: 3 clusters Score -6719246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -6719249.500000 Penalty: 5190.082031
	Iteration 27Q: 3 clusters Score -6719250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -6719249.500000 Penalty: 5190.082031
	Iteration 28F: 3 clusters Score -6719250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34488 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 32460 members 
Mstep: Class 14 contains 30980 members 
Mstep: Class 15 contains 6401 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28144 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17018 members 
Mstep: Class 28 contains 25885 members 
Mstep: Class 29 contains 26321 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9337 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28594 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 58986 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14886 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19793 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14815 members 
Mstep: Class 55 contains 28527 members 
Mstep: Class 56 contains 21219 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14611 members 
Mstep: Class 60 contains 32303 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14907 members 
Mstep: Class 63 contains 31316 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18337 members 
Mstep: Class 67 contains 29801 members 
Mstep: Class 68 contains 29181 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28223 members 
Mstep: Class 71 contains 17770 members 
Mstep: Class 72 contains 35027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376576.000000 Penalty: 243551.406250
Iteration 399Q: 73 clusters Score -1.613766e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34491 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19134 members 
Mstep: Class 13 contains 32466 members 
Mstep: Class 14 contains 30975 members 
Mstep: Class 15 contains 6400 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15566 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28146 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 17010 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 26335 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9336 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12656 members 
Mstep: Class 42 contains 28602 members 
Mstep: Class 43 contains 7442 members 
Mstep: Class 44 contains 58977 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14881 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19782 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14818 members 
Mstep: Class 55 contains 28523 members 
Mstep: Class 56 contains 21228 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14614 members 
Mstep: Class 60 contains 32304 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14892 members 
Mstep: Class 63 contains 31304 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18337 members 
Mstep: Class 67 contains 29798 members 
Mstep: Class 68 contains 29180 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28219 members 
Mstep: Class 71 contains 17775 members 
Mstep: Class 72 contains 35027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376560.000000 Penalty: 243551.406250
Iteration 400F: 73 clusters Score -1.613766e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 34494 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 19170 members 
Mstep: Class 13 contains 32464 members 
Mstep: Class 14 contains 30970 members 
Mstep: Class 15 contains 6399 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15567 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28142 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16995 members 
Mstep: Class 28 contains 25868 members 
Mstep: Class 29 contains 26357 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24266 members 
Mstep: Class 33 contains 9336 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28616 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 58974 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14873 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41386 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19776 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14822 members 
Mstep: Class 55 contains 28523 members 
Mstep: Class 56 contains 21233 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14623 members 
Mstep: Class 60 contains 32295 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14872 members 
Mstep: Class 63 contains 31290 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18333 members 
Mstep: Class 67 contains 29790 members 
Mstep: Class 68 contains 29185 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28224 members 
Mstep: Class 71 contains 17779 members 
Mstep: Class 72 contains 35028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376464.000000 Penalty: 243551.406250
Iteration 401Q: 73 clusters Score -1.613765e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34488 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19204 members 
Mstep: Class 13 contains 32473 members 
Mstep: Class 14 contains 30964 members 
Mstep: Class 15 contains 6399 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15567 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28142 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16978 members 
Mstep: Class 28 contains 25859 members 
Mstep: Class 29 contains 26384 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24263 members 
Mstep: Class 33 contains 9336 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12659 members 
Mstep: Class 42 contains 28634 members 
Mstep: Class 43 contains 7440 members 
Mstep: Class 44 contains 58973 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14868 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41385 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19770 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14816 members 
Mstep: Class 55 contains 28526 members 
Mstep: Class 56 contains 21235 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14634 members 
Mstep: Class 60 contains 32293 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14867 members 
Mstep: Class 63 contains 31268 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18331 members 
Mstep: Class 67 contains 29777 members 
Mstep: Class 68 contains 29187 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28229 members 
Mstep: Class 71 contains 17779 members 
Mstep: Class 72 contains 35019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376368.000000 Penalty: 243551.406250
Iteration 402Q: 73 clusters Score -1.613764e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34487 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19229 members 
Mstep: Class 13 contains 32478 members 
Mstep: Class 14 contains 30953 members 
Mstep: Class 15 contains 6399 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 28145 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16969 members 
Mstep: Class 28 contains 25847 members 
Mstep: Class 29 contains 26397 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9336 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12661 members 
Mstep: Class 42 contains 28647 members 
Mstep: Class 43 contains 7439 members 
Mstep: Class 44 contains 58970 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14860 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19785 members 
Mstep: Class 52 contains 6369 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14814 members 
Mstep: Class 55 contains 28527 members 
Mstep: Class 56 contains 21244 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14634 members 
Mstep: Class 60 contains 32287 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14841 members 
Mstep: Class 63 contains 31268 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18331 members 
Mstep: Class 67 contains 29773 members 
Mstep: Class 68 contains 29190 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28229 members 
Mstep: Class 71 contains 17783 members 
Mstep: Class 72 contains 35011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376160.000000 Penalty: 243551.406250
Iteration 403Q: 73 clusters Score -1.613762e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34491 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19248 members 
Mstep: Class 13 contains 32484 members 
Mstep: Class 14 contains 30943 members 
Mstep: Class 15 contains 6399 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28151 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16960 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 26420 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24267 members 
Mstep: Class 33 contains 9336 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12660 members 
Mstep: Class 42 contains 28661 members 
Mstep: Class 43 contains 7440 members 
Mstep: Class 44 contains 58966 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14861 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19806 members 
Mstep: Class 52 contains 6365 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14815 members 
Mstep: Class 55 contains 28532 members 
Mstep: Class 56 contains 21251 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14628 members 
Mstep: Class 60 contains 32273 members 
Mstep: Class 61 contains 4761 members 
Mstep: Class 62 contains 14820 members 
Mstep: Class 63 contains 31257 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18316 members 
Mstep: Class 67 contains 29762 members 
Mstep: Class 68 contains 29193 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28224 members 
Mstep: Class 71 contains 17791 members 
Mstep: Class 72 contains 35004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 404Q: 73 clusters Score -1.613763e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34486 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19259 members 
Mstep: Class 13 contains 32489 members 
Mstep: Class 14 contains 30936 members 
Mstep: Class 15 contains 6399 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15576 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28155 members 
Mstep: Class 25 contains 1181 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16959 members 
Mstep: Class 28 contains 25833 members 
Mstep: Class 29 contains 26435 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24265 members 
Mstep: Class 33 contains 9337 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12659 members 
Mstep: Class 42 contains 28683 members 
Mstep: Class 43 contains 7436 members 
Mstep: Class 44 contains 58964 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14862 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19819 members 
Mstep: Class 52 contains 6364 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14814 members 
Mstep: Class 55 contains 28536 members 
Mstep: Class 56 contains 21255 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14627 members 
Mstep: Class 60 contains 32259 members 
Mstep: Class 61 contains 4760 members 
Mstep: Class 62 contains 14801 members 
Mstep: Class 63 contains 31253 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18313 members 
Mstep: Class 67 contains 29747 members 
Mstep: Class 68 contains 29197 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28223 members 
Mstep: Class 71 contains 17800 members 
Mstep: Class 72 contains 34998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376304.000000 Penalty: 243551.406250
Iteration 405Q: 73 clusters Score -1.613763e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34486 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19276 members 
Mstep: Class 13 contains 32500 members 
Mstep: Class 14 contains 30930 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15575 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28153 members 
Mstep: Class 25 contains 1182 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16945 members 
Mstep: Class 28 contains 25839 members 
Mstep: Class 29 contains 26464 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24268 members 
Mstep: Class 33 contains 9336 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12660 members 
Mstep: Class 42 contains 28709 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58962 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14863 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19813 members 
Mstep: Class 52 contains 6364 members 
Mstep: Class 53 contains 3055 members 
Mstep: Class 54 contains 14808 members 
Mstep: Class 55 contains 28535 members 
Mstep: Class 56 contains 21256 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14624 members 
Mstep: Class 60 contains 32245 members 
Mstep: Class 61 contains 4758 members 
Mstep: Class 62 contains 14798 members 
Mstep: Class 63 contains 31240 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18305 members 
Mstep: Class 67 contains 29727 members 
Mstep: Class 68 contains 29201 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28221 members 
Mstep: Class 71 contains 17815 members 
Mstep: Class 72 contains 34992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376400.000000 Penalty: 243551.406250
Iteration 406Q: 73 clusters Score -1.613764e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34487 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19290 members 
Mstep: Class 13 contains 32512 members 
Mstep: Class 14 contains 30921 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15574 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 28154 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16931 members 
Mstep: Class 28 contains 25831 members 
Mstep: Class 29 contains 26486 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24274 members 
Mstep: Class 33 contains 9331 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12660 members 
Mstep: Class 42 contains 28727 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58962 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14860 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19806 members 
Mstep: Class 52 contains 6367 members 
Mstep: Class 53 contains 3055 members 
Mstep: Class 54 contains 14807 members 
Mstep: Class 55 contains 28542 members 
Mstep: Class 56 contains 21259 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14636 members 
Mstep: Class 60 contains 32235 members 
Mstep: Class 61 contains 4758 members 
Mstep: Class 62 contains 14794 members 
Mstep: Class 63 contains 31231 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18296 members 
Mstep: Class 67 contains 29702 members 
Mstep: Class 68 contains 29207 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28222 members 
Mstep: Class 71 contains 17828 members 
Mstep: Class 72 contains 34985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376528.000000 Penalty: 243551.406250
Iteration 407Q: 73 clusters Score -1.613765e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 34488 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19304 members 
Mstep: Class 13 contains 32524 members 
Mstep: Class 14 contains 30919 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15577 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 28153 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16932 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 26502 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24275 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28739 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58963 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14861 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19801 members 
Mstep: Class 52 contains 6368 members 
Mstep: Class 53 contains 3055 members 
Mstep: Class 54 contains 14802 members 
Mstep: Class 55 contains 28549 members 
Mstep: Class 56 contains 21269 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14643 members 
Mstep: Class 60 contains 32220 members 
Mstep: Class 61 contains 4759 members 
Mstep: Class 62 contains 14788 members 
Mstep: Class 63 contains 31220 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18289 members 
Mstep: Class 67 contains 29680 members 
Mstep: Class 68 contains 29210 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28223 members 
Mstep: Class 71 contains 17839 members 
Mstep: Class 72 contains 34978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376576.000000 Penalty: 243551.406250
Iteration 408Q: 73 clusters Score -1.613766e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34490 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19305 members 
Mstep: Class 13 contains 32532 members 
Mstep: Class 14 contains 30922 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15582 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28154 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16927 members 
Mstep: Class 28 contains 25823 members 
Mstep: Class 29 contains 26506 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24275 members 
Mstep: Class 33 contains 9324 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12656 members 
Mstep: Class 42 contains 28746 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58965 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14853 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41377 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19806 members 
Mstep: Class 52 contains 6366 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14799 members 
Mstep: Class 55 contains 28551 members 
Mstep: Class 56 contains 21261 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14647 members 
Mstep: Class 60 contains 32215 members 
Mstep: Class 61 contains 4758 members 
Mstep: Class 62 contains 14794 members 
Mstep: Class 63 contains 31218 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18287 members 
Mstep: Class 67 contains 29665 members 
Mstep: Class 68 contains 29202 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28224 members 
Mstep: Class 71 contains 17846 members 
Mstep: Class 72 contains 34971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376640.000000 Penalty: 243551.406250
Iteration 409Q: 73 clusters Score -1.613766e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 34497 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19306 members 
Mstep: Class 13 contains 32533 members 
Mstep: Class 14 contains 30916 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15583 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28155 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16921 members 
Mstep: Class 28 contains 25826 members 
Mstep: Class 29 contains 26531 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24270 members 
Mstep: Class 33 contains 9323 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12655 members 
Mstep: Class 42 contains 28751 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58968 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14854 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41377 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19810 members 
Mstep: Class 52 contains 6366 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14797 members 
Mstep: Class 55 contains 28551 members 
Mstep: Class 56 contains 21257 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14642 members 
Mstep: Class 60 contains 32214 members 
Mstep: Class 61 contains 4758 members 
Mstep: Class 62 contains 14796 members 
Mstep: Class 63 contains 31203 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18295 members 
Mstep: Class 67 contains 29653 members 
Mstep: Class 68 contains 29200 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28229 members 
Mstep: Class 71 contains 17850 members 
Mstep: Class 72 contains 34960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376752.000000 Penalty: 243551.406250
Iteration 410Q: 73 clusters Score -1.613768e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 34493 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19305 members 
Mstep: Class 13 contains 32540 members 
Mstep: Class 14 contains 30912 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15583 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 28152 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16921 members 
Mstep: Class 28 contains 25829 members 
Mstep: Class 29 contains 26545 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24273 members 
Mstep: Class 33 contains 9323 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12655 members 
Mstep: Class 42 contains 28754 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58971 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14850 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19815 members 
Mstep: Class 52 contains 6367 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14794 members 
Mstep: Class 55 contains 28547 members 
Mstep: Class 56 contains 21259 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14635 members 
Mstep: Class 60 contains 32202 members 
Mstep: Class 61 contains 4758 members 
Mstep: Class 62 contains 14808 members 
Mstep: Class 63 contains 31196 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18296 members 
Mstep: Class 67 contains 29643 members 
Mstep: Class 68 contains 29198 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28235 members 
Mstep: Class 71 contains 17854 members 
Mstep: Class 72 contains 34956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376576.000000 Penalty: 243551.406250
Iteration 411Q: 73 clusters Score -1.613766e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 34496 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 32545 members 
Mstep: Class 14 contains 30912 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15588 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28153 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 26570 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24273 members 
Mstep: Class 33 contains 9320 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12653 members 
Mstep: Class 42 contains 28748 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58973 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14843 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41382 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19816 members 
Mstep: Class 52 contains 6367 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14787 members 
Mstep: Class 55 contains 28542 members 
Mstep: Class 56 contains 21255 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14632 members 
Mstep: Class 60 contains 32195 members 
Mstep: Class 61 contains 4759 members 
Mstep: Class 62 contains 14814 members 
Mstep: Class 63 contains 31182 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18294 members 
Mstep: Class 67 contains 29643 members 
Mstep: Class 68 contains 29198 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28240 members 
Mstep: Class 71 contains 17858 members 
Mstep: Class 72 contains 34949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376608.000000 Penalty: 243551.406250
Iteration 412Q: 73 clusters Score -1.613766e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34498 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19301 members 
Mstep: Class 13 contains 32555 members 
Mstep: Class 14 contains 30912 members 
Mstep: Class 15 contains 6397 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15588 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 28154 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16909 members 
Mstep: Class 28 contains 25842 members 
Mstep: Class 29 contains 26590 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24281 members 
Mstep: Class 33 contains 9319 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12650 members 
Mstep: Class 42 contains 28743 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58976 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14842 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19817 members 
Mstep: Class 52 contains 6367 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14790 members 
Mstep: Class 55 contains 28538 members 
Mstep: Class 56 contains 21259 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14627 members 
Mstep: Class 60 contains 32187 members 
Mstep: Class 61 contains 4760 members 
Mstep: Class 62 contains 14816 members 
Mstep: Class 63 contains 31161 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18302 members 
Mstep: Class 67 contains 29638 members 
Mstep: Class 68 contains 29194 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28250 members 
Mstep: Class 71 contains 17865 members 
Mstep: Class 72 contains 34938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376528.000000 Penalty: 243551.406250
Iteration 413Q: 73 clusters Score -1.613765e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 34494 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 19293 members 
Mstep: Class 13 contains 32562 members 
Mstep: Class 14 contains 30914 members 
Mstep: Class 15 contains 6396 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 28152 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16906 members 
Mstep: Class 28 contains 25848 members 
Mstep: Class 29 contains 26623 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24286 members 
Mstep: Class 33 contains 9318 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12648 members 
Mstep: Class 42 contains 28738 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58975 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14838 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41384 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19817 members 
Mstep: Class 52 contains 6371 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14794 members 
Mstep: Class 55 contains 28538 members 
Mstep: Class 56 contains 21268 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14625 members 
Mstep: Class 60 contains 32180 members 
Mstep: Class 61 contains 4760 members 
Mstep: Class 62 contains 14815 members 
Mstep: Class 63 contains 31123 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18301 members 
Mstep: Class 67 contains 29639 members 
Mstep: Class 68 contains 29191 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28252 members 
Mstep: Class 71 contains 17876 members 
Mstep: Class 72 contains 34936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 414Q: 73 clusters Score -1.613763e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34496 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19286 members 
Mstep: Class 13 contains 32573 members 
Mstep: Class 14 contains 30918 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15585 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 28159 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16892 members 
Mstep: Class 28 contains 25846 members 
Mstep: Class 29 contains 26666 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24293 members 
Mstep: Class 33 contains 9315 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12653 members 
Mstep: Class 42 contains 28730 members 
Mstep: Class 43 contains 7436 members 
Mstep: Class 44 contains 58970 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14834 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19817 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14798 members 
Mstep: Class 55 contains 28542 members 
Mstep: Class 56 contains 21281 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14623 members 
Mstep: Class 60 contains 32164 members 
Mstep: Class 61 contains 4759 members 
Mstep: Class 62 contains 14817 members 
Mstep: Class 63 contains 31090 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18307 members 
Mstep: Class 67 contains 29629 members 
Mstep: Class 68 contains 29184 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28258 members 
Mstep: Class 71 contains 17881 members 
Mstep: Class 72 contains 34937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376240.000000 Penalty: 243551.406250
Iteration 415Q: 73 clusters Score -1.613762e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 34491 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19276 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 30919 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15590 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1183 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16881 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 26707 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24297 members 
Mstep: Class 33 contains 9314 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12652 members 
Mstep: Class 42 contains 28726 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58968 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14835 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19824 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14796 members 
Mstep: Class 55 contains 28541 members 
Mstep: Class 56 contains 21274 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14620 members 
Mstep: Class 60 contains 32132 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14817 members 
Mstep: Class 63 contains 31088 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18308 members 
Mstep: Class 67 contains 29618 members 
Mstep: Class 68 contains 29181 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28258 members 
Mstep: Class 71 contains 17894 members 
Mstep: Class 72 contains 34936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376352.000000 Penalty: 243551.406250
Iteration 416Q: 73 clusters Score -1.613764e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34488 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19273 members 
Mstep: Class 13 contains 32603 members 
Mstep: Class 14 contains 30920 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16882 members 
Mstep: Class 28 contains 25859 members 
Mstep: Class 29 contains 26769 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24290 members 
Mstep: Class 33 contains 9312 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12653 members 
Mstep: Class 42 contains 28722 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58963 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14831 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41384 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19832 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14792 members 
Mstep: Class 55 contains 28538 members 
Mstep: Class 56 contains 21271 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14622 members 
Mstep: Class 60 contains 32107 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14812 members 
Mstep: Class 63 contains 31061 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18301 members 
Mstep: Class 67 contains 29613 members 
Mstep: Class 68 contains 29177 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28260 members 
Mstep: Class 71 contains 17906 members 
Mstep: Class 72 contains 34932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376544.000000 Penalty: 243551.406250
Iteration 417Q: 73 clusters Score -1.613765e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 34484 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 19272 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 28171 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16882 members 
Mstep: Class 28 contains 25861 members 
Mstep: Class 29 contains 26815 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24289 members 
Mstep: Class 33 contains 9314 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12656 members 
Mstep: Class 42 contains 28724 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58957 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14832 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41384 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19839 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14789 members 
Mstep: Class 55 contains 28540 members 
Mstep: Class 56 contains 21272 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14617 members 
Mstep: Class 60 contains 32073 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14807 members 
Mstep: Class 63 contains 31040 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18291 members 
Mstep: Class 67 contains 29604 members 
Mstep: Class 68 contains 29169 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28263 members 
Mstep: Class 71 contains 17918 members 
Mstep: Class 72 contains 34932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376480.000000 Penalty: 243551.406250
Iteration 418Q: 73 clusters Score -1.613765e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 34480 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 19281 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 30928 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28175 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16881 members 
Mstep: Class 28 contains 25851 members 
Mstep: Class 29 contains 26863 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24290 members 
Mstep: Class 33 contains 9312 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28731 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58952 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14831 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41384 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19837 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14794 members 
Mstep: Class 55 contains 28539 members 
Mstep: Class 56 contains 21282 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14612 members 
Mstep: Class 60 contains 32037 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14804 members 
Mstep: Class 63 contains 31021 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18281 members 
Mstep: Class 67 contains 29595 members 
Mstep: Class 68 contains 29163 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28265 members 
Mstep: Class 71 contains 17927 members 
Mstep: Class 72 contains 34933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376480.000000 Penalty: 243551.406250
Iteration 419Q: 73 clusters Score -1.613765e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5126 members 
Mstep: Class 8 contains 34481 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 19292 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 30919 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 28178 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16880 members 
Mstep: Class 28 contains 25853 members 
Mstep: Class 29 contains 26894 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24298 members 
Mstep: Class 33 contains 9312 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12665 members 
Mstep: Class 42 contains 28736 members 
Mstep: Class 43 contains 7436 members 
Mstep: Class 44 contains 58947 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14824 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19833 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14792 members 
Mstep: Class 55 contains 28542 members 
Mstep: Class 56 contains 21283 members 
Mstep: Class 57 contains 1997 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14603 members 
Mstep: Class 60 contains 32009 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14812 members 
Mstep: Class 63 contains 31025 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18276 members 
Mstep: Class 67 contains 29584 members 
Mstep: Class 68 contains 29154 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28264 members 
Mstep: Class 71 contains 17926 members 
Mstep: Class 72 contains 34933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376656.000000 Penalty: 243551.406250
Iteration 420F: 73 clusters Score -1.613767e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5128 members 
Mstep: Class 8 contains 34481 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 19297 members 
Mstep: Class 13 contains 32629 members 
Mstep: Class 14 contains 30917 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 28181 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16882 members 
Mstep: Class 28 contains 25850 members 
Mstep: Class 29 contains 26936 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24302 members 
Mstep: Class 33 contains 9313 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12668 members 
Mstep: Class 42 contains 28744 members 
Mstep: Class 43 contains 7438 members 
Mstep: Class 44 contains 58946 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14816 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19828 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14792 members 
Mstep: Class 55 contains 28543 members 
Mstep: Class 56 contains 21287 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14597 members 
Mstep: Class 60 contains 31986 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14813 members 
Mstep: Class 63 contains 31017 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18276 members 
Mstep: Class 67 contains 29578 members 
Mstep: Class 68 contains 29139 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28265 members 
Mstep: Class 71 contains 17927 members 
Mstep: Class 72 contains 34930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376432.000000 Penalty: 243551.406250
Iteration 421Q: 73 clusters Score -1.613764e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5128 members 
Mstep: Class 8 contains 34485 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 19288 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15612 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 28183 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16877 members 
Mstep: Class 28 contains 25857 members 
Mstep: Class 29 contains 26972 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24296 members 
Mstep: Class 33 contains 9313 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12670 members 
Mstep: Class 42 contains 28751 members 
Mstep: Class 43 contains 7438 members 
Mstep: Class 44 contains 58943 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14804 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19830 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14793 members 
Mstep: Class 55 contains 28543 members 
Mstep: Class 56 contains 21297 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14594 members 
Mstep: Class 60 contains 31954 members 
Mstep: Class 61 contains 4757 members 
Mstep: Class 62 contains 14818 members 
Mstep: Class 63 contains 31007 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18288 members 
Mstep: Class 67 contains 29573 members 
Mstep: Class 68 contains 29134 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28265 members 
Mstep: Class 71 contains 17931 members 
Mstep: Class 72 contains 34929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 422Q: 73 clusters Score -1.613763e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5125 members 
Mstep: Class 8 contains 34485 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19287 members 
Mstep: Class 13 contains 32627 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28184 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16871 members 
Mstep: Class 28 contains 25847 members 
Mstep: Class 29 contains 27004 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24295 members 
Mstep: Class 33 contains 9314 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12673 members 
Mstep: Class 42 contains 28750 members 
Mstep: Class 43 contains 7440 members 
Mstep: Class 44 contains 58941 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14803 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19831 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14796 members 
Mstep: Class 55 contains 28541 members 
Mstep: Class 56 contains 21323 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14592 members 
Mstep: Class 60 contains 31911 members 
Mstep: Class 61 contains 4757 members 
Mstep: Class 62 contains 14824 members 
Mstep: Class 63 contains 30999 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18296 members 
Mstep: Class 67 contains 29569 members 
Mstep: Class 68 contains 29127 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28266 members 
Mstep: Class 71 contains 17932 members 
Mstep: Class 72 contains 34929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376480.000000 Penalty: 243551.406250
Iteration 423Q: 73 clusters Score -1.613765e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 8 contains 34484 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 19290 members 
Mstep: Class 13 contains 32628 members 
Mstep: Class 14 contains 30902 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28186 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16869 members 
Mstep: Class 28 contains 25844 members 
Mstep: Class 29 contains 27065 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24299 members 
Mstep: Class 33 contains 9313 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2899 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12675 members 
Mstep: Class 42 contains 28751 members 
Mstep: Class 43 contains 7441 members 
Mstep: Class 44 contains 58938 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14795 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19826 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14797 members 
Mstep: Class 55 contains 28545 members 
Mstep: Class 56 contains 21331 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14584 members 
Mstep: Class 60 contains 31886 members 
Mstep: Class 61 contains 4757 members 
Mstep: Class 62 contains 14828 members 
Mstep: Class 63 contains 30969 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18301 members 
Mstep: Class 67 contains 29567 members 
Mstep: Class 68 contains 29118 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28269 members 
Mstep: Class 71 contains 17931 members 
Mstep: Class 72 contains 34927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376384.000000 Penalty: 243551.406250
Iteration 424Q: 73 clusters Score -1.613764e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34484 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 19281 members 
Mstep: Class 13 contains 32629 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15616 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28189 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16866 members 
Mstep: Class 28 contains 25840 members 
Mstep: Class 29 contains 27116 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24303 members 
Mstep: Class 33 contains 9312 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2900 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12676 members 
Mstep: Class 42 contains 28753 members 
Mstep: Class 43 contains 7439 members 
Mstep: Class 44 contains 58933 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14796 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19820 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14800 members 
Mstep: Class 55 contains 28549 members 
Mstep: Class 56 contains 21329 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14580 members 
Mstep: Class 60 contains 31886 members 
Mstep: Class 61 contains 4757 members 
Mstep: Class 62 contains 14834 members 
Mstep: Class 63 contains 30941 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18311 members 
Mstep: Class 67 contains 29566 members 
Mstep: Class 68 contains 29110 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28274 members 
Mstep: Class 71 contains 17928 members 
Mstep: Class 72 contains 34926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 425Q: 73 clusters Score -1.613763e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34485 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19268 members 
Mstep: Class 13 contains 32630 members 
Mstep: Class 14 contains 30873 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 28186 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 25832 members 
Mstep: Class 29 contains 27154 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24311 members 
Mstep: Class 33 contains 9311 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12681 members 
Mstep: Class 42 contains 28754 members 
Mstep: Class 43 contains 7440 members 
Mstep: Class 44 contains 58933 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14793 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41377 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19814 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14801 members 
Mstep: Class 55 contains 28556 members 
Mstep: Class 56 contains 21322 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14579 members 
Mstep: Class 60 contains 31897 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14835 members 
Mstep: Class 63 contains 30925 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18327 members 
Mstep: Class 67 contains 29558 members 
Mstep: Class 68 contains 29099 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28276 members 
Mstep: Class 71 contains 17931 members 
Mstep: Class 72 contains 34928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376608.000000 Penalty: 243551.406250
Iteration 426Q: 73 clusters Score -1.613766e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34486 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19271 members 
Mstep: Class 13 contains 32629 members 
Mstep: Class 14 contains 30855 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 28184 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16851 members 
Mstep: Class 28 contains 25830 members 
Mstep: Class 29 contains 27177 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24316 members 
Mstep: Class 33 contains 9310 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12678 members 
Mstep: Class 42 contains 28756 members 
Mstep: Class 43 contains 7440 members 
Mstep: Class 44 contains 58934 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14792 members 
Mstep: Class 47 contains 2639 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19806 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14803 members 
Mstep: Class 55 contains 28563 members 
Mstep: Class 56 contains 21321 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14576 members 
Mstep: Class 60 contains 31901 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14841 members 
Mstep: Class 63 contains 30925 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18333 members 
Mstep: Class 67 contains 29551 members 
Mstep: Class 68 contains 29090 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28279 members 
Mstep: Class 71 contains 17934 members 
Mstep: Class 72 contains 34928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376448.000000 Penalty: 243551.406250
Iteration 427Q: 73 clusters Score -1.613764e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34489 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19265 members 
Mstep: Class 13 contains 32631 members 
Mstep: Class 14 contains 30834 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 28181 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16846 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 27188 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24321 members 
Mstep: Class 33 contains 9310 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12677 members 
Mstep: Class 42 contains 28758 members 
Mstep: Class 43 contains 7440 members 
Mstep: Class 44 contains 58931 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14792 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19800 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14805 members 
Mstep: Class 55 contains 28568 members 
Mstep: Class 56 contains 21314 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14573 members 
Mstep: Class 60 contains 31923 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14844 members 
Mstep: Class 63 contains 30924 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18344 members 
Mstep: Class 67 contains 29541 members 
Mstep: Class 68 contains 29074 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28287 members 
Mstep: Class 71 contains 17936 members 
Mstep: Class 72 contains 34930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376624.000000 Penalty: 243551.406250
Iteration 428Q: 73 clusters Score -1.613766e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34487 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19263 members 
Mstep: Class 13 contains 32636 members 
Mstep: Class 14 contains 30808 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28176 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16837 members 
Mstep: Class 28 contains 25847 members 
Mstep: Class 29 contains 27224 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24324 members 
Mstep: Class 33 contains 9309 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12676 members 
Mstep: Class 42 contains 28756 members 
Mstep: Class 43 contains 7439 members 
Mstep: Class 44 contains 58932 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14796 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19798 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14808 members 
Mstep: Class 55 contains 28575 members 
Mstep: Class 56 contains 21289 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14569 members 
Mstep: Class 60 contains 31929 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14848 members 
Mstep: Class 63 contains 30925 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18357 members 
Mstep: Class 67 contains 29539 members 
Mstep: Class 68 contains 29068 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28285 members 
Mstep: Class 71 contains 17937 members 
Mstep: Class 72 contains 34933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376640.000000 Penalty: 243551.406250
Iteration 429Q: 73 clusters Score -1.613766e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34486 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19272 members 
Mstep: Class 13 contains 32640 members 
Mstep: Class 14 contains 30779 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28170 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16839 members 
Mstep: Class 28 contains 25857 members 
Mstep: Class 29 contains 27250 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24329 members 
Mstep: Class 33 contains 9308 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12678 members 
Mstep: Class 42 contains 28746 members 
Mstep: Class 43 contains 7438 members 
Mstep: Class 44 contains 58933 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14793 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19788 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14809 members 
Mstep: Class 55 contains 28579 members 
Mstep: Class 56 contains 21259 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14565 members 
Mstep: Class 60 contains 31948 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14849 members 
Mstep: Class 63 contains 30933 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18357 members 
Mstep: Class 67 contains 29536 members 
Mstep: Class 68 contains 29065 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28291 members 
Mstep: Class 71 contains 17939 members 
Mstep: Class 72 contains 34937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376752.000000 Penalty: 243551.406250
Iteration 430Q: 73 clusters Score -1.613768e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34490 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19275 members 
Mstep: Class 13 contains 32642 members 
Mstep: Class 14 contains 30753 members 
Mstep: Class 15 contains 6392 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28166 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16837 members 
Mstep: Class 28 contains 25862 members 
Mstep: Class 29 contains 27270 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24332 members 
Mstep: Class 33 contains 9305 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12678 members 
Mstep: Class 42 contains 28739 members 
Mstep: Class 43 contains 7436 members 
Mstep: Class 44 contains 58929 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14796 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41382 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19776 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14811 members 
Mstep: Class 55 contains 28585 members 
Mstep: Class 56 contains 21246 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14560 members 
Mstep: Class 60 contains 31955 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14850 members 
Mstep: Class 63 contains 30937 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18365 members 
Mstep: Class 67 contains 29534 members 
Mstep: Class 68 contains 29061 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28297 members 
Mstep: Class 71 contains 17941 members 
Mstep: Class 72 contains 34936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376656.000000 Penalty: 243551.406250
Iteration 431Q: 73 clusters Score -1.613767e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 34492 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19275 members 
Mstep: Class 13 contains 32639 members 
Mstep: Class 14 contains 30731 members 
Mstep: Class 15 contains 6391 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16835 members 
Mstep: Class 28 contains 25861 members 
Mstep: Class 29 contains 27310 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24334 members 
Mstep: Class 33 contains 9302 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12680 members 
Mstep: Class 42 contains 28730 members 
Mstep: Class 43 contains 7435 members 
Mstep: Class 44 contains 58928 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14798 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41378 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19771 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14811 members 
Mstep: Class 55 contains 28591 members 
Mstep: Class 56 contains 21219 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14558 members 
Mstep: Class 60 contains 31964 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14845 members 
Mstep: Class 63 contains 30944 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18375 members 
Mstep: Class 67 contains 29533 members 
Mstep: Class 68 contains 29058 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28306 members 
Mstep: Class 71 contains 17943 members 
Mstep: Class 72 contains 34938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376880.000000 Penalty: 243551.406250
Iteration 432Q: 73 clusters Score -1.613769e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 34498 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19288 members 
Mstep: Class 13 contains 32636 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16835 members 
Mstep: Class 28 contains 25855 members 
Mstep: Class 29 contains 27356 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24331 members 
Mstep: Class 33 contains 9298 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12677 members 
Mstep: Class 42 contains 28726 members 
Mstep: Class 43 contains 7431 members 
Mstep: Class 44 contains 58929 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14796 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41377 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19763 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14815 members 
Mstep: Class 55 contains 28601 members 
Mstep: Class 56 contains 21192 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14558 members 
Mstep: Class 60 contains 31953 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14838 members 
Mstep: Class 63 contains 30947 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18382 members 
Mstep: Class 67 contains 29533 members 
Mstep: Class 68 contains 29065 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28310 members 
Mstep: Class 71 contains 17945 members 
Mstep: Class 72 contains 34939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161377024.000000 Penalty: 243551.406250
Iteration 433Q: 73 clusters Score -1.61377e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 34497 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19308 members 
Mstep: Class 13 contains 32638 members 
Mstep: Class 14 contains 30691 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6960 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28160 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 16836 members 
Mstep: Class 28 contains 25852 members 
Mstep: Class 29 contains 27397 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24332 members 
Mstep: Class 33 contains 9292 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12671 members 
Mstep: Class 42 contains 28717 members 
Mstep: Class 43 contains 7430 members 
Mstep: Class 44 contains 58928 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14790 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41377 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19750 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14821 members 
Mstep: Class 55 contains 28602 members 
Mstep: Class 56 contains 21162 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14552 members 
Mstep: Class 60 contains 31944 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14836 members 
Mstep: Class 63 contains 30978 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18387 members 
Mstep: Class 67 contains 29538 members 
Mstep: Class 68 contains 29062 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28317 members 
Mstep: Class 71 contains 17944 members 
Mstep: Class 72 contains 34938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376960.000000 Penalty: 243551.406250
Iteration 434Q: 73 clusters Score -1.61377e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5118 members 
Mstep: Class 8 contains 34502 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19329 members 
Mstep: Class 13 contains 32638 members 
Mstep: Class 14 contains 30665 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 16832 members 
Mstep: Class 28 contains 25849 members 
Mstep: Class 29 contains 27441 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24331 members 
Mstep: Class 33 contains 9290 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12670 members 
Mstep: Class 42 contains 28714 members 
Mstep: Class 43 contains 7430 members 
Mstep: Class 44 contains 58928 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14789 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2442 members 
Mstep: Class 51 contains 19741 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14820 members 
Mstep: Class 55 contains 28604 members 
Mstep: Class 56 contains 21126 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14552 members 
Mstep: Class 60 contains 31942 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14830 members 
Mstep: Class 63 contains 31003 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18390 members 
Mstep: Class 67 contains 29539 members 
Mstep: Class 68 contains 29059 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28322 members 
Mstep: Class 71 contains 17947 members 
Mstep: Class 72 contains 34933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376976.000000 Penalty: 243551.406250
Iteration 435Q: 73 clusters Score -1.61377e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5118 members 
Mstep: Class 8 contains 34499 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19343 members 
Mstep: Class 13 contains 32637 members 
Mstep: Class 14 contains 30623 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28162 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 566 members 
Mstep: Class 27 contains 16824 members 
Mstep: Class 28 contains 25840 members 
Mstep: Class 29 contains 27475 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24324 members 
Mstep: Class 33 contains 9291 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12668 members 
Mstep: Class 42 contains 28718 members 
Mstep: Class 43 contains 7430 members 
Mstep: Class 44 contains 58926 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14785 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19731 members 
Mstep: Class 52 contains 6371 members 
Mstep: Class 53 contains 3062 members 
Mstep: Class 54 contains 14825 members 
Mstep: Class 55 contains 28610 members 
Mstep: Class 56 contains 21099 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14552 members 
Mstep: Class 60 contains 31948 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14831 members 
Mstep: Class 63 contains 31031 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18394 members 
Mstep: Class 67 contains 29535 members 
Mstep: Class 68 contains 29060 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28327 members 
Mstep: Class 71 contains 17955 members 
Mstep: Class 72 contains 34932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376816.000000 Penalty: 243551.406250
Iteration 436Q: 73 clusters Score -1.613768e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 34500 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 32639 members 
Mstep: Class 14 contains 30589 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28162 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16821 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 27505 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24320 members 
Mstep: Class 33 contains 9291 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12668 members 
Mstep: Class 42 contains 28719 members 
Mstep: Class 43 contains 7431 members 
Mstep: Class 44 contains 58926 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14784 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19712 members 
Mstep: Class 52 contains 6371 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14827 members 
Mstep: Class 55 contains 28622 members 
Mstep: Class 56 contains 21072 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14542 members 
Mstep: Class 60 contains 31935 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14831 members 
Mstep: Class 63 contains 31065 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18412 members 
Mstep: Class 67 contains 29532 members 
Mstep: Class 68 contains 29061 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28329 members 
Mstep: Class 71 contains 17959 members 
Mstep: Class 72 contains 34929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376720.000000 Penalty: 243551.406250
Iteration 437Q: 73 clusters Score -1.613767e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5115 members 
Mstep: Class 8 contains 34506 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 32640 members 
Mstep: Class 14 contains 30567 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16815 members 
Mstep: Class 28 contains 25831 members 
Mstep: Class 29 contains 27531 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24322 members 
Mstep: Class 33 contains 9291 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12667 members 
Mstep: Class 42 contains 28717 members 
Mstep: Class 43 contains 7430 members 
Mstep: Class 44 contains 58925 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14774 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41376 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19696 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14826 members 
Mstep: Class 55 contains 28636 members 
Mstep: Class 56 contains 21046 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14542 members 
Mstep: Class 60 contains 31926 members 
Mstep: Class 61 contains 4752 members 
Mstep: Class 62 contains 14830 members 
Mstep: Class 63 contains 31107 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18424 members 
Mstep: Class 67 contains 29532 members 
Mstep: Class 68 contains 29067 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28325 members 
Mstep: Class 71 contains 17964 members 
Mstep: Class 72 contains 34922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376528.000000 Penalty: 243551.406250
Iteration 438Q: 73 clusters Score -1.613765e+08 nChanged 322
Entering ConstructFrom: 
Score: -161376528.000000 Penalty: 243551.406250
Entering ConstructFrom: 
Trying to split cluster 1 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -197726.625000 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -197726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -195683.328125 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -195683.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -196044.187500 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -196044.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -196221.390625 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -196221.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -196356.437500 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -196356.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -196448.890625 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -196448.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -196500.796875 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -196500.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -196549.156250 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -196549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -196566.734375 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -196566.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -196584.875000 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -196584.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -196605.140625 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -196605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -196621.640625 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -196621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -196637.406250 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -196637.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -196658.968750 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -196659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -196674.234375 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -196674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -196682.578125 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -196682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -196690.890625 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -196690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -196695.234375 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -196695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -196703.687500 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -196703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -196709.343750 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -196709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -196722.468750 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -196722.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -196735.640625 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -196735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -196747.468750 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -196747.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -196755.312500 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -196755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -196771.468750 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -196771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -196776.140625 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -196776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -196778.093750 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -196778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -196779.609375 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -196779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -196780.546875 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -196780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -196780.546875 Penalty: 3479.793213
	Iteration 28F: 3 clusters Score -196780.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 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 147 members 
Entering Unmasked Estep 
Score: -39181.039062 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39181.04 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39464.882812 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39464.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39587.058594 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -39587.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -39656.296875 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -39656.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -39716.671875 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -39716.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -39734.957031 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -39734.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -39744.730469 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -39744.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39746.191406 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -39746.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39746.191406 Penalty: 2845.339844
	Iteration 8F: 3 clusters Score -39746.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -996998.750000 Penalty: 2122.847656
	Iteration 0F: 2 clusters Score -996998.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -992297.937500 Penalty: 4245.695312
	Iteration 0F: 3 clusters Score -992297.9 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -993459.375000 Penalty: 4245.695312
	Iteration 1F: 3 clusters Score -993459.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -993741.750000 Penalty: 4245.695312
	Iteration 2F: 3 clusters Score -993741.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -993989.875000 Penalty: 4245.695312
	Iteration 3F: 3 clusters Score -993989.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -994230.062500 Penalty: 4245.695312
	Iteration 4F: 3 clusters Score -994230.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -994484.437500 Penalty: 4245.695312
	Iteration 5F: 3 clusters Score -994484.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -994753.000000 Penalty: 4245.695312
	Iteration 6F: 3 clusters Score -994753 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -995038.437500 Penalty: 4245.695312
	Iteration 7F: 3 clusters Score -995038.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -995310.687500 Penalty: 4245.695312
	Iteration 8F: 3 clusters Score -995310.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -995539.000000 Penalty: 4245.695312
	Iteration 9Q: 3 clusters Score -995539 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -995733.062500 Penalty: 4245.695312
	Iteration 10Q: 3 clusters Score -995733.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -995914.937500 Penalty: 4245.695312
	Iteration 11Q: 3 clusters Score -995914.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -996048.250000 Penalty: 4245.695312
	Iteration 12Q: 3 clusters Score -996048.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -996140.375000 Penalty: 4245.695312
	Iteration 13Q: 3 clusters Score -996140.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -996201.625000 Penalty: 4245.695312
	Iteration 14Q: 3 clusters Score -996201.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -996240.562500 Penalty: 4245.695312
	Iteration 15Q: 3 clusters Score -996240.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -996261.562500 Penalty: 4245.695312
	Iteration 16Q: 3 clusters Score -996261.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -996286.312500 Penalty: 4245.695312
	Iteration 17Q: 3 clusters Score -996286.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -996312.375000 Penalty: 4245.695312
	Iteration 18Q: 3 clusters Score -996312.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -996334.125000 Penalty: 4245.695312
	Iteration 19Q: 3 clusters Score -996334.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -996344.250000 Penalty: 4245.695312
	Iteration 20F: 3 clusters Score -996344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -996351.000000 Penalty: 4245.695312
	Iteration 21Q: 3 clusters Score -996351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -996357.750000 Penalty: 4245.695312
	Iteration 22Q: 3 clusters Score -996357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -996361.000000 Penalty: 4245.695312
	Iteration 23Q: 3 clusters Score -996361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -996365.687500 Penalty: 4245.695312
	Iteration 24Q: 3 clusters Score -996365.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -996366.062500 Penalty: 4245.695312
	Iteration 25Q: 3 clusters Score -996366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -996369.375000 Penalty: 4245.695312
	Iteration 26Q: 3 clusters Score -996369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -996370.250000 Penalty: 4245.695312
	Iteration 27Q: 3 clusters Score -996370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -996370.250000 Penalty: 4245.695312
	Iteration 28F: 3 clusters Score -996370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -92333.015625 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -92333.02 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 264 members 
Entering Unmasked Estep 
Score: -90825.492188 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -90825.49 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -91072.539062 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -91072.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -91219.218750 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -91219.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -91342.898438 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -91342.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91435.937500 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -91435.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -91590.609375 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -91590.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -91658.031250 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -91658.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -91745.664062 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -91745.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -91789.992188 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -91789.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91798.484375 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -91798.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91798.484375 Penalty: 3122.451904
	Iteration 10F: 3 clusters Score -91798.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -99340.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -99340.26 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 308 members 
Entering Unmasked Estep 
Score: -97849.179688 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97849.18 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98302.835938 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -98302.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98521.875000 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98521.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98664.132812 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -98664.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98735.539062 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -98735.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98757.507812 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -98757.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98809.914062 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -98809.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98898.148438 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -98898.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98949.820312 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -98949.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98984.242188 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -98984.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98999.523438 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -98999.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99006.453125 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -99006.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99006.984375 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -99006.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99006.984375 Penalty: 3197.863525
	Iteration 13F: 3 clusters Score -99006.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -42086.886719 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -42086.89 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 172 members 
Entering Unmasked Estep 
Score: -40926.738281 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -40926.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41294.789062 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -41294.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41381.066406 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -41381.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41425.414062 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -41425.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41460.328125 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -41460.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -41462.605469 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -41462.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41464.671875 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -41464.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41464.671875 Penalty: 2874.844727
	Iteration 7F: 3 clusters Score -41464.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -1019313.125000 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -1019313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1014687.187500 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -1014687 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1015841.312500 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -1015841 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1016018.312500 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -1016018 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1016134.937500 Penalty: 4235.709473
	Iteration 3Q: 3 clusters Score -1016135 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1016229.000000 Penalty: 4235.709473
	Iteration 4Q: 3 clusters Score -1016229 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1016312.312500 Penalty: 4235.709473
	Iteration 5Q: 3 clusters Score -1016312 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1016374.312500 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -1016374 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1016417.500000 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -1016418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1016460.562500 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -1016461 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1016508.562500 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -1016509 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1016563.437500 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -1016563 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1016612.875000 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -1016613 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1016655.812500 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -1016656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1016707.687500 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -1016708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1016755.937500 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -1016756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1016806.437500 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -1016806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1016856.562500 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -1016857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1016901.500000 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -1016902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1016941.250000 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -1016941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1016985.250000 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -1016985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1017026.250000 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -1017026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1017072.750000 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -1017073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1017112.000000 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -1017112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1017152.937500 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -1017153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1017196.375000 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -1017196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1017236.562500 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -1017237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1017266.687500 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -1017267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1017295.125000 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -1017295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1017315.125000 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -1017315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1017327.687500 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -1017328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1017337.125000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -1017337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1017350.750000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -1017351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1017360.125000 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -1017360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1017368.437500 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -1017368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1017378.125000 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -1017378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1017384.312500 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -1017384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1017390.812500 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -1017391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1017394.625000 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -1017395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1017395.375000 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -1017395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1017397.312500 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -1017397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1017397.562500 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -1017398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1017398.187500 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -1017398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1017398.187500 Penalty: 4235.709473
	Iteration 42F: 3 clusters Score -1017398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Entering Unmasked Estep 
Score: -6655364.000000 Penalty: 2591.396240
	Iteration 0F: 2 clusters Score -6655364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -6633166.500000 Penalty: 5182.792480
	Iteration 0F: 3 clusters Score -6633166 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -6641568.000000 Penalty: 5182.792480
	Iteration 1F: 3 clusters Score -6641568 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -6641934.000000 Penalty: 5182.792480
	Iteration 2Q: 3 clusters Score -6641934 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -6642234.500000 Penalty: 5182.792480
	Iteration 3Q: 3 clusters Score -6642234 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -6642455.500000 Penalty: 5182.792480
	Iteration 4Q: 3 clusters Score -6642456 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -6642666.000000 Penalty: 5182.792480
	Iteration 5Q: 3 clusters Score -6642666 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -6642818.000000 Penalty: 5182.792480
	Iteration 6Q: 3 clusters Score -6642818 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -6642953.000000 Penalty: 5182.792480
	Iteration 7Q: 3 clusters Score -6642953 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -6643092.000000 Penalty: 5182.792480
	Iteration 8Q: 3 clusters Score -6643092 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -6643234.000000 Penalty: 5182.792480
	Iteration 9Q: 3 clusters Score -6643234 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -6643370.500000 Penalty: 5182.792480
	Iteration 10Q: 3 clusters Score -6643370 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -6643519.500000 Penalty: 5182.792480
	Iteration 11Q: 3 clusters Score -6643520 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -6643667.500000 Penalty: 5182.792480
	Iteration 12Q: 3 clusters Score -6643668 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -6643828.500000 Penalty: 5182.792480
	Iteration 13Q: 3 clusters Score -6643828 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -6644029.500000 Penalty: 5182.792480
	Iteration 14Q: 3 clusters Score -6644030 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -6644253.000000 Penalty: 5182.792480
	Iteration 15Q: 3 clusters Score -6644253 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -6644591.500000 Penalty: 5182.792480
	Iteration 16Q: 3 clusters Score -6644592 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -6645124.500000 Penalty: 5182.792480
	Iteration 17Q: 3 clusters Score -6645124 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -6645851.000000 Penalty: 5182.792480
	Iteration 18Q: 3 clusters Score -6645851 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -6646882.000000 Penalty: 5182.792480
	Iteration 19F: 3 clusters Score -6646882 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -6648273.000000 Penalty: 5182.792480
	Iteration 20F: 3 clusters Score -6648273 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -6649740.000000 Penalty: 5182.792480
	Iteration 21F: 3 clusters Score -6649740 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6650798.500000 Penalty: 5182.792480
	Iteration 22Q: 3 clusters Score -6650798 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6651604.500000 Penalty: 5182.792480
	Iteration 23Q: 3 clusters Score -6651604 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6652137.000000 Penalty: 5182.792480
	Iteration 24Q: 3 clusters Score -6652137 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6652490.000000 Penalty: 5182.792480
	Iteration 25Q: 3 clusters Score -6652490 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6652685.000000 Penalty: 5182.792480
	Iteration 26Q: 3 clusters Score -6652685 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6652806.500000 Penalty: 5182.792480
	Iteration 27Q: 3 clusters Score -6652806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6652872.500000 Penalty: 5182.792480
	Iteration 28Q: 3 clusters Score -6652872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6652920.000000 Penalty: 5182.792480
	Iteration 29Q: 3 clusters Score -6652920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6652969.000000 Penalty: 5182.792480
	Iteration 30Q: 3 clusters Score -6652969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6653007.500000 Penalty: 5182.792480
	Iteration 31Q: 3 clusters Score -6653008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6653025.500000 Penalty: 5182.792480
	Iteration 32Q: 3 clusters Score -6653026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6653039.000000 Penalty: 5182.792480
	Iteration 33Q: 3 clusters Score -6653039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6653051.000000 Penalty: 5182.792480
	Iteration 34Q: 3 clusters Score -6653051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6653053.000000 Penalty: 5182.792480
	Iteration 35Q: 3 clusters Score -6653053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6653053.000000 Penalty: 5182.792480
	Iteration 36Q: 3 clusters Score -6653053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6653053.500000 Penalty: 5182.792480
	Iteration 37Q: 3 clusters Score -6653054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6653057.000000 Penalty: 5182.792480
	Iteration 38Q: 3 clusters Score -6653057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6653061.000000 Penalty: 5182.792480
	Iteration 39Q: 3 clusters Score -6653061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6653065.000000 Penalty: 5182.792480
	Iteration 40F: 3 clusters Score -6653065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6653071.000000 Penalty: 5182.792480
	Iteration 41Q: 3 clusters Score -6653071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6653072.500000 Penalty: 5182.792480
	Iteration 42Q: 3 clusters Score -6653072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6653077.000000 Penalty: 5182.792480
	Iteration 43Q: 3 clusters Score -6653077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6653077.000000 Penalty: 5182.792480
	Iteration 44Q: 3 clusters Score -6653077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6653081.000000 Penalty: 5182.792480
	Iteration 45Q: 3 clusters Score -6653081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6653081.000000 Penalty: 5182.792480
	Iteration 46Q: 3 clusters Score -6653081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6653085.500000 Penalty: 5182.792480
	Iteration 47Q: 3 clusters Score -6653086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6653081.500000 Penalty: 5182.792480
	Iteration 48Q: 3 clusters Score -6653082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6653086.500000 Penalty: 5182.792480
	Iteration 49Q: 3 clusters Score -6653086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6653080.000000 Penalty: 5182.792480
	Iteration 50Q: 3 clusters Score -6653080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6653080.000000 Penalty: 5182.792480
	Iteration 51F: 3 clusters Score -6653080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -74517.164062 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -74517.16 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 211 members 
Entering Unmasked Estep 
Score: -73111.562500 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -73111.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -73258.187500 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -73258.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -73280.523438 Penalty: 3015.646973
	Iteration 2Q: 3 clusters Score -73280.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -73296.093750 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -73296.09 nChanged 2
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: -73304.921875 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -73304.92 nChanged 1
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: -73309.148438 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -73309.15 nChanged 0
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: -73309.148438 Penalty: 3015.646973
	Iteration 6F: 3 clusters Score -73309.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -98146.062500 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -98146.06 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 288 members 
Entering Unmasked Estep 
Score: -96671.953125 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -96671.95 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96999.453125 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -96999.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97144.859375 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -97144.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97232.515625 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -97232.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97335.664062 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -97335.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97420.554688 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -97420.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97438.453125 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -97438.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97457.382812 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -97457.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97464.882812 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -97464.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97465.898438 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -97465.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97465.898438 Penalty: 3137.770020
	Iteration 10F: 3 clusters Score -97465.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -519495.937500 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -519495.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -516402.875000 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -516402.9 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -517199.187500 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -517199.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -517598.343750 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -517598.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -517816.781250 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -517816.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -517972.750000 Penalty: 3925.469238
	Iteration 4F: 3 clusters Score -517972.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -518084.656250 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -518084.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -518162.812500 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -518162.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -518232.531250 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -518232.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -518280.500000 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -518280.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -518310.000000 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -518310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -518328.781250 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -518328.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -518341.218750 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -518341.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -518350.312500 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -518350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -518357.125000 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -518357.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -518365.812500 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -518365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -518372.718750 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -518372.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -518382.375000 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -518382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -518389.812500 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -518389.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -518395.468750 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -518395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -518398.750000 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -518398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -518403.281250 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -518403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -518405.000000 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -518405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -518405.812500 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -518405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -518405.812500 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -518405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -518405.812500 Penalty: 3925.469238
	Iteration 24F: 3 clusters Score -518405.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Entering Unmasked Estep 
Score: -4085277.500000 Penalty: 2448.140137
	Iteration 0F: 2 clusters Score -4085278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4073486.500000 Penalty: 4896.280273
	Iteration 0F: 3 clusters Score -4073486 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4077808.000000 Penalty: 4896.280273
	Iteration 1F: 3 clusters Score -4077808 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4078166.750000 Penalty: 4896.280273
	Iteration 2F: 3 clusters Score -4078167 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4078380.250000 Penalty: 4896.280273
	Iteration 3Q: 3 clusters Score -4078380 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -4078603.000000 Penalty: 4896.280273
	Iteration 4Q: 3 clusters Score -4078603 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -4078822.750000 Penalty: 4896.280273
	Iteration 5Q: 3 clusters Score -4078823 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4079105.250000 Penalty: 4896.280273
	Iteration 6Q: 3 clusters Score -4079105 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4079450.500000 Penalty: 4896.280273
	Iteration 7Q: 3 clusters Score -4079450 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4079724.250000 Penalty: 4896.280273
	Iteration 8Q: 3 clusters Score -4079724 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4080300.750000 Penalty: 4896.280273
	Iteration 9Q: 3 clusters Score -4080301 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4080982.000000 Penalty: 4896.280273
	Iteration 10F: 3 clusters Score -4080982 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4081565.500000 Penalty: 4896.280273
	Iteration 11F: 3 clusters Score -4081566 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4082041.750000 Penalty: 4896.280273
	Iteration 12Q: 3 clusters Score -4082042 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4082459.000000 Penalty: 4896.280273
	Iteration 13Q: 3 clusters Score -4082459 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4082722.750000 Penalty: 4896.280273
	Iteration 14Q: 3 clusters Score -4082723 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4082876.250000 Penalty: 4896.280273
	Iteration 15Q: 3 clusters Score -4082876 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4082971.750000 Penalty: 4896.280273
	Iteration 16Q: 3 clusters Score -4082972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4083046.750000 Penalty: 4896.280273
	Iteration 17Q: 3 clusters Score -4083047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4083094.250000 Penalty: 4896.280273
	Iteration 18Q: 3 clusters Score -4083094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4083123.500000 Penalty: 4896.280273
	Iteration 19Q: 3 clusters Score -4083124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4083166.750000 Penalty: 4896.280273
	Iteration 20F: 3 clusters Score -4083167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4083185.500000 Penalty: 4896.280273
	Iteration 21Q: 3 clusters Score -4083186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4083206.750000 Penalty: 4896.280273
	Iteration 22Q: 3 clusters Score -4083207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4083222.500000 Penalty: 4896.280273
	Iteration 23Q: 3 clusters Score -4083222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4083222.000000 Penalty: 4896.280273
	Iteration 24Q: 3 clusters Score -4083222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4083226.500000 Penalty: 4896.280273
	Iteration 25Q: 3 clusters Score -4083226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4083227.000000 Penalty: 4896.280273
	Iteration 26Q: 3 clusters Score -4083227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4083227.000000 Penalty: 4896.280273
	Iteration 27F: 3 clusters Score -4083227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Entering Unmasked Estep 
Score: -6314155.000000 Penalty: 2577.552246
	Iteration 0F: 2 clusters Score -6314155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -6293240.500000 Penalty: 5155.104492
	Iteration 0F: 3 clusters Score -6293240 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -6301507.500000 Penalty: 5155.104492
	Iteration 1F: 3 clusters Score -6301508 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -6302054.500000 Penalty: 5155.104492
	Iteration 2Q: 3 clusters Score -6302054 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -6302594.500000 Penalty: 5155.104492
	Iteration 3Q: 3 clusters Score -6302594 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -6303222.000000 Penalty: 5155.104492
	Iteration 4Q: 3 clusters Score -6303222 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -6304054.500000 Penalty: 5155.104492
	Iteration 5F: 3 clusters Score -6304054 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -6305304.500000 Penalty: 5155.104492
	Iteration 6F: 3 clusters Score -6305304 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -6306851.000000 Penalty: 5155.104492
	Iteration 7F: 3 clusters Score -6306851 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -6308620.500000 Penalty: 5155.104492
	Iteration 8F: 3 clusters Score -6308620 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6310120.000000 Penalty: 5155.104492
	Iteration 9F: 3 clusters Score -6310120 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6310991.500000 Penalty: 5155.104492
	Iteration 10Q: 3 clusters Score -6310992 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6311445.500000 Penalty: 5155.104492
	Iteration 11Q: 3 clusters Score -6311446 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6311699.500000 Penalty: 5155.104492
	Iteration 12Q: 3 clusters Score -6311700 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6311812.000000 Penalty: 5155.104492
	Iteration 13Q: 3 clusters Score -6311812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6311853.500000 Penalty: 5155.104492
	Iteration 14Q: 3 clusters Score -6311854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6311897.500000 Penalty: 5155.104492
	Iteration 15Q: 3 clusters Score -6311898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6311918.500000 Penalty: 5155.104492
	Iteration 16Q: 3 clusters Score -6311918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6311923.500000 Penalty: 5155.104492
	Iteration 17Q: 3 clusters Score -6311924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6311936.000000 Penalty: 5155.104492
	Iteration 18Q: 3 clusters Score -6311936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6311936.500000 Penalty: 5155.104492
	Iteration 19Q: 3 clusters Score -6311936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6311941.000000 Penalty: 5155.104492
	Iteration 20F: 3 clusters Score -6311941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6311940.000000 Penalty: 5155.104492
	Iteration 21Q: 3 clusters Score -6311940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6311937.500000 Penalty: 5155.104492
	Iteration 22Q: 3 clusters Score -6311938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6311937.500000 Penalty: 5155.104492
	Iteration 23F: 3 clusters Score -6311938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Entering Unmasked Estep 
Score: -5949569.000000 Penalty: 2561.085205
	Iteration 0F: 2 clusters Score -5949569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5930059.500000 Penalty: 5122.170410
	Iteration 0F: 3 clusters Score -5930060 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5937427.500000 Penalty: 5122.170410
	Iteration 1F: 3 clusters Score -5937428 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -5937814.000000 Penalty: 5122.170410
	Iteration 2Q: 3 clusters Score -5937814 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -5938211.000000 Penalty: 5122.170410
	Iteration 3Q: 3 clusters Score -5938211 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -5938591.500000 Penalty: 5122.170410
	Iteration 4Q: 3 clusters Score -5938592 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -5939047.000000 Penalty: 5122.170410
	Iteration 5Q: 3 clusters Score -5939047 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -5939720.000000 Penalty: 5122.170410
	Iteration 6Q: 3 clusters Score -5939720 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -5940761.500000 Penalty: 5122.170410
	Iteration 7F: 3 clusters Score -5940762 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -5942231.000000 Penalty: 5122.170410
	Iteration 8F: 3 clusters Score -5942231 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5944057.000000 Penalty: 5122.170410
	Iteration 9F: 3 clusters Score -5944057 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5945671.000000 Penalty: 5122.170410
	Iteration 10F: 3 clusters Score -5945671 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5946577.000000 Penalty: 5122.170410
	Iteration 11Q: 3 clusters Score -5946577 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5946988.500000 Penalty: 5122.170410
	Iteration 12Q: 3 clusters Score -5946988 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5947185.000000 Penalty: 5122.170410
	Iteration 13Q: 3 clusters Score -5947185 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5947278.000000 Penalty: 5122.170410
	Iteration 14Q: 3 clusters Score -5947278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5947312.000000 Penalty: 5122.170410
	Iteration 15Q: 3 clusters Score -5947312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5947338.500000 Penalty: 5122.170410
	Iteration 16Q: 3 clusters Score -5947338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5947352.000000 Penalty: 5122.170410
	Iteration 17Q: 3 clusters Score -5947352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5947365.000000 Penalty: 5122.170410
	Iteration 18Q: 3 clusters Score -5947365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5947374.000000 Penalty: 5122.170410
	Iteration 19Q: 3 clusters Score -5947374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5947372.500000 Penalty: 5122.170410
	Iteration 20F: 3 clusters Score -5947372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5947378.000000 Penalty: 5122.170410
	Iteration 21Q: 3 clusters Score -5947378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5947377.500000 Penalty: 5122.170410
	Iteration 22Q: 3 clusters Score -5947378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5947376.000000 Penalty: 5122.170410
	Iteration 23Q: 3 clusters Score -5947376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5947380.500000 Penalty: 5122.170410
	Iteration 24Q: 3 clusters Score -5947380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5947380.000000 Penalty: 5122.170410
	Iteration 25Q: 3 clusters Score -5947380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5947382.000000 Penalty: 5122.170410
	Iteration 26Q: 3 clusters Score -5947382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5947384.000000 Penalty: 5122.170410
	Iteration 27Q: 3 clusters Score -5947384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5947384.000000 Penalty: 5122.170410
	Iteration 28F: 3 clusters Score -5947384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Entering Unmasked Estep 
Score: -1178783.125000 Penalty: 2173.097412
	Iteration 0F: 2 clusters Score -1178783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1173400.875000 Penalty: 4346.194824
	Iteration 0F: 3 clusters Score -1173401 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1174861.250000 Penalty: 4346.194824
	Iteration 1F: 3 clusters Score -1174861 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1175213.000000 Penalty: 4346.194824
	Iteration 2F: 3 clusters Score -1175213 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1175471.000000 Penalty: 4346.194824
	Iteration 3F: 3 clusters Score -1175471 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1175661.250000 Penalty: 4346.194824
	Iteration 4Q: 3 clusters Score -1175661 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1175817.250000 Penalty: 4346.194824
	Iteration 5Q: 3 clusters Score -1175817 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1175948.500000 Penalty: 4346.194824
	Iteration 6Q: 3 clusters Score -1175948 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1176055.250000 Penalty: 4346.194824
	Iteration 7Q: 3 clusters Score -1176055 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1176163.625000 Penalty: 4346.194824
	Iteration 8Q: 3 clusters Score -1176164 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1176242.125000 Penalty: 4346.194824
	Iteration 9Q: 3 clusters Score -1176242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1176291.000000 Penalty: 4346.194824
	Iteration 10Q: 3 clusters Score -1176291 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1176323.375000 Penalty: 4346.194824
	Iteration 11Q: 3 clusters Score -1176323 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1176351.750000 Penalty: 4346.194824
	Iteration 12Q: 3 clusters Score -1176352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1176371.625000 Penalty: 4346.194824
	Iteration 13Q: 3 clusters Score -1176372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1176387.500000 Penalty: 4346.194824
	Iteration 14Q: 3 clusters Score -1176388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1176405.125000 Penalty: 4346.194824
	Iteration 15Q: 3 clusters Score -1176405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1176412.500000 Penalty: 4346.194824
	Iteration 16Q: 3 clusters Score -1176412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1176419.125000 Penalty: 4346.194824
	Iteration 17Q: 3 clusters Score -1176419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1176427.750000 Penalty: 4346.194824
	Iteration 18Q: 3 clusters Score -1176428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1176433.375000 Penalty: 4346.194824
	Iteration 19Q: 3 clusters Score -1176433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1176437.250000 Penalty: 4346.194824
	Iteration 20F: 3 clusters Score -1176437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1176443.125000 Penalty: 4346.194824
	Iteration 21Q: 3 clusters Score -1176443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1176453.625000 Penalty: 4346.194824
	Iteration 22Q: 3 clusters Score -1176454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1176459.875000 Penalty: 4346.194824
	Iteration 23Q: 3 clusters Score -1176460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1176462.250000 Penalty: 4346.194824
	Iteration 24Q: 3 clusters Score -1176462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1176473.000000 Penalty: 4346.194824
	Iteration 25Q: 3 clusters Score -1176473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1176479.750000 Penalty: 4346.194824
	Iteration 26Q: 3 clusters Score -1176480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1176488.250000 Penalty: 4346.194824
	Iteration 27Q: 3 clusters Score -1176488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1176492.625000 Penalty: 4346.194824
	Iteration 28Q: 3 clusters Score -1176493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1176502.125000 Penalty: 4346.194824
	Iteration 29Q: 3 clusters Score -1176502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1176517.875000 Penalty: 4346.194824
	Iteration 30Q: 3 clusters Score -1176518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1176540.000000 Penalty: 4346.194824
	Iteration 31Q: 3 clusters Score -1176540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1176559.375000 Penalty: 4346.194824
	Iteration 32Q: 3 clusters Score -1176559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1176581.375000 Penalty: 4346.194824
	Iteration 33Q: 3 clusters Score -1176581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1176603.625000 Penalty: 4346.194824
	Iteration 34Q: 3 clusters Score -1176604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1176625.125000 Penalty: 4346.194824
	Iteration 35Q: 3 clusters Score -1176625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1176637.375000 Penalty: 4346.194824
	Iteration 36Q: 3 clusters Score -1176637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1176646.250000 Penalty: 4346.194824
	Iteration 37Q: 3 clusters Score -1176646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1176655.375000 Penalty: 4346.194824
	Iteration 38Q: 3 clusters Score -1176655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1176664.250000 Penalty: 4346.194824
	Iteration 39Q: 3 clusters Score -1176664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1176675.000000 Penalty: 4346.194824
	Iteration 40F: 3 clusters Score -1176675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1176681.000000 Penalty: 4346.194824
	Iteration 41Q: 3 clusters Score -1176681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1176684.750000 Penalty: 4346.194824
	Iteration 42Q: 3 clusters Score -1176685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1176690.375000 Penalty: 4346.194824
	Iteration 43Q: 3 clusters Score -1176690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1176692.125000 Penalty: 4346.194824
	Iteration 44Q: 3 clusters Score -1176692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1176693.250000 Penalty: 4346.194824
	Iteration 45Q: 3 clusters Score -1176693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1176694.000000 Penalty: 4346.194824
	Iteration 46Q: 3 clusters Score -1176694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1176697.375000 Penalty: 4346.194824
	Iteration 47Q: 3 clusters Score -1176697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1176696.375000 Penalty: 4346.194824
	Iteration 48Q: 3 clusters Score -1176696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1176701.375000 Penalty: 4346.194824
	Iteration 49Q: 3 clusters Score -1176701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1176704.625000 Penalty: 4346.194824
	Iteration 50Q: 3 clusters Score -1176705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1176707.375000 Penalty: 4346.194824
	Iteration 51Q: 3 clusters Score -1176707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1176708.875000 Penalty: 4346.194824
	Iteration 52Q: 3 clusters Score -1176709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1176712.375000 Penalty: 4346.194824
	Iteration 53Q: 3 clusters Score -1176712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1176714.250000 Penalty: 4346.194824
	Iteration 54Q: 3 clusters Score -1176714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1176717.750000 Penalty: 4346.194824
	Iteration 55Q: 3 clusters Score -1176718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1176719.625000 Penalty: 4346.194824
	Iteration 56Q: 3 clusters Score -1176720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1176722.625000 Penalty: 4346.194824
	Iteration 57Q: 3 clusters Score -1176723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1176727.625000 Penalty: 4346.194824
	Iteration 58Q: 3 clusters Score -1176728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1176735.125000 Penalty: 4346.194824
	Iteration 59Q: 3 clusters Score -1176735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1176742.000000 Penalty: 4346.194824
	Iteration 60F: 3 clusters Score -1176742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1176746.625000 Penalty: 4346.194824
	Iteration 61Q: 3 clusters Score -1176747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1176751.750000 Penalty: 4346.194824
	Iteration 62Q: 3 clusters Score -1176752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1176760.125000 Penalty: 4346.194824
	Iteration 63Q: 3 clusters Score -1176760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1176764.625000 Penalty: 4346.194824
	Iteration 64Q: 3 clusters Score -1176765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1176767.375000 Penalty: 4346.194824
	Iteration 65Q: 3 clusters Score -1176767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1176766.000000 Penalty: 4346.194824
	Iteration 66Q: 3 clusters Score -1176766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1176766.125000 Penalty: 4346.194824
	Iteration 67Q: 3 clusters Score -1176766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1176767.125000 Penalty: 4346.194824
	Iteration 68Q: 3 clusters Score -1176767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1176770.250000 Penalty: 4346.194824
	Iteration 69Q: 3 clusters Score -1176770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1176770.375000 Penalty: 4346.194824
	Iteration 70Q: 3 clusters Score -1176770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1176771.875000 Penalty: 4346.194824
	Iteration 71Q: 3 clusters Score -1176772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1176772.625000 Penalty: 4346.194824
	Iteration 72Q: 3 clusters Score -1176773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1176775.250000 Penalty: 4346.194824
	Iteration 73Q: 3 clusters Score -1176775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1176776.500000 Penalty: 4346.194824
	Iteration 74Q: 3 clusters Score -1176776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1176777.750000 Penalty: 4346.194824
	Iteration 75Q: 3 clusters Score -1176778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1176780.000000 Penalty: 4346.194824
	Iteration 76Q: 3 clusters Score -1176780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1176782.125000 Penalty: 4346.194824
	Iteration 77Q: 3 clusters Score -1176782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1176784.750000 Penalty: 4346.194824
	Iteration 78Q: 3 clusters Score -1176785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1176786.250000 Penalty: 4346.194824
	Iteration 79Q: 3 clusters Score -1176786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1176793.000000 Penalty: 4346.194824
	Iteration 80F: 3 clusters Score -1176793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1176795.125000 Penalty: 4346.194824
	Iteration 81Q: 3 clusters Score -1176795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1176800.375000 Penalty: 4346.194824
	Iteration 82Q: 3 clusters Score -1176800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1176800.875000 Penalty: 4346.194824
	Iteration 83Q: 3 clusters Score -1176801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1176801.000000 Penalty: 4346.194824
	Iteration 84Q: 3 clusters Score -1176801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1176803.250000 Penalty: 4346.194824
	Iteration 85Q: 3 clusters Score -1176803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1176808.500000 Penalty: 4346.194824
	Iteration 86Q: 3 clusters Score -1176808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1176810.000000 Penalty: 4346.194824
	Iteration 87Q: 3 clusters Score -1176810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1176813.750000 Penalty: 4346.194824
	Iteration 88Q: 3 clusters Score -1176814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1176814.875000 Penalty: 4346.194824
	Iteration 89Q: 3 clusters Score -1176815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1176820.000000 Penalty: 4346.194824
	Iteration 90Q: 3 clusters Score -1176820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1176824.250000 Penalty: 4346.194824
	Iteration 91Q: 3 clusters Score -1176824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1176824.375000 Penalty: 4346.194824
	Iteration 92Q: 3 clusters Score -1176824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1176825.375000 Penalty: 4346.194824
	Iteration 93Q: 3 clusters Score -1176825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1176827.875000 Penalty: 4346.194824
	Iteration 94Q: 3 clusters Score -1176828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1176830.000000 Penalty: 4346.194824
	Iteration 95Q: 3 clusters Score -1176830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1176831.250000 Penalty: 4346.194824
	Iteration 96Q: 3 clusters Score -1176831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1176834.375000 Penalty: 4346.194824
	Iteration 97Q: 3 clusters Score -1176834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1176835.750000 Penalty: 4346.194824
	Iteration 98Q: 3 clusters Score -1176836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1176838.500000 Penalty: 4346.194824
	Iteration 99Q: 3 clusters Score -1176838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1176838.125000 Penalty: 4346.194824
	Iteration 100F: 3 clusters Score -1176838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1176837.875000 Penalty: 4346.194824
	Iteration 101Q: 3 clusters Score -1176838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1176840.625000 Penalty: 4346.194824
	Iteration 102Q: 3 clusters Score -1176841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1176842.375000 Penalty: 4346.194824
	Iteration 103Q: 3 clusters Score -1176842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1176841.750000 Penalty: 4346.194824
	Iteration 104Q: 3 clusters Score -1176842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1176842.375000 Penalty: 4346.194824
	Iteration 105Q: 3 clusters Score -1176842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1176842.375000 Penalty: 4346.194824
	Iteration 106F: 3 clusters Score -1176842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -22213.050781 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -22213.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21086.177734 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -21086.18 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21500.371094 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -21500.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21629.273438 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -21629.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21732.111328 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -21732.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21808.187500 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -21808.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21889.742188 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -21889.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21939.033203 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -21939.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21977.824219 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -21977.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22006.339844 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -22006.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22016.279297 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -22016.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22026.544922 Penalty: 2933.097656
	Iteration 10F: 3 clusters Score -22026.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22053.058594 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -22053.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22063.769531 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -22063.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22078.169922 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -22078.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22087.539062 Penalty: 2933.097656
	Iteration 14Q: 3 clusters Score -22087.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22097.539062 Penalty: 2933.097656
	Iteration 15F: 3 clusters Score -22097.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22207.330078 Penalty: 2933.097656
	Iteration 16Q: 3 clusters Score -22207.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22332.240234 Penalty: 2933.097656
	Iteration 17Q: 3 clusters Score -22332.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22368.794922 Penalty: 2933.097656
	Iteration 18Q: 3 clusters Score -22368.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22386.390625 Penalty: 2933.097656
	Iteration 19Q: 3 clusters Score -22386.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22389.931641 Penalty: 2933.097656
	Iteration 20F: 3 clusters Score -22389.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22415.236328 Penalty: 2933.097656
	Iteration 21Q: 3 clusters Score -22415.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22422.115234 Penalty: 2933.097656
	Iteration 22Q: 3 clusters Score -22422.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22425.890625 Penalty: 2933.097656
	Iteration 23Q: 3 clusters Score -22425.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22429.281250 Penalty: 2933.097656
	Iteration 24Q: 3 clusters Score -22429.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22429.281250 Penalty: 2933.097656
	Iteration 25F: 3 clusters Score -22429.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 34516 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19371 members 
Mstep: Class 13 contains 32642 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28157 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24327 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12664 members 
Mstep: Class 42 contains 28714 members 
Mstep: Class 43 contains 7426 members 
Mstep: Class 44 contains 58924 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14779 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19666 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14834 members 
Mstep: Class 55 contains 28639 members 
Mstep: Class 56 contains 21026 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14545 members 
Mstep: Class 60 contains 31908 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14829 members 
Mstep: Class 63 contains 31136 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18437 members 
Mstep: Class 67 contains 29530 members 
Mstep: Class 68 contains 29070 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28324 members 
Mstep: Class 71 contains 17973 members 
Mstep: Class 72 contains 34915 members 
Mstep: Class 73 contains 152 members 
Entering Unmasked Estep 
Score: -161374752.000000 Penalty: 246934.062500
Splitting cluster 16 changes total score from -161376528.000000 to -161374752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Entering Unmasked Estep 
Score: -3125707.500000 Penalty: 2394.446533
	Iteration 0F: 2 clusters Score -3125708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3114754.500000 Penalty: 4788.893066
	Iteration 0F: 3 clusters Score -3114754 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3118316.500000 Penalty: 4788.893066
	Iteration 1F: 3 clusters Score -3118316 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3118648.500000 Penalty: 4788.893066
	Iteration 2F: 3 clusters Score -3118648 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3118880.250000 Penalty: 4788.893066
	Iteration 3Q: 3 clusters Score -3118880 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3119054.500000 Penalty: 4788.893066
	Iteration 4Q: 3 clusters Score -3119054 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3119209.500000 Penalty: 4788.893066
	Iteration 5Q: 3 clusters Score -3119210 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3119347.500000 Penalty: 4788.893066
	Iteration 6Q: 3 clusters Score -3119348 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3119471.250000 Penalty: 4788.893066
	Iteration 7Q: 3 clusters Score -3119471 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3119589.750000 Penalty: 4788.893066
	Iteration 8Q: 3 clusters Score -3119590 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3119731.750000 Penalty: 4788.893066
	Iteration 9Q: 3 clusters Score -3119732 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3119941.000000 Penalty: 4788.893066
	Iteration 10Q: 3 clusters Score -3119941 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3120195.250000 Penalty: 4788.893066
	Iteration 11Q: 3 clusters Score -3120195 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3120465.000000 Penalty: 4788.893066
	Iteration 12Q: 3 clusters Score -3120465 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3120792.000000 Penalty: 4788.893066
	Iteration 13Q: 3 clusters Score -3120792 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3121193.000000 Penalty: 4788.893066
	Iteration 14Q: 3 clusters Score -3121193 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3121619.750000 Penalty: 4788.893066
	Iteration 15Q: 3 clusters Score -3121620 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3122100.750000 Penalty: 4788.893066
	Iteration 16Q: 3 clusters Score -3122101 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3122539.750000 Penalty: 4788.893066
	Iteration 17Q: 3 clusters Score -3122540 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3122920.500000 Penalty: 4788.893066
	Iteration 18Q: 3 clusters Score -3122920 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3123180.750000 Penalty: 4788.893066
	Iteration 19Q: 3 clusters Score -3123181 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3123336.500000 Penalty: 4788.893066
	Iteration 20F: 3 clusters Score -3123336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3123439.500000 Penalty: 4788.893066
	Iteration 21Q: 3 clusters Score -3123440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3123495.750000 Penalty: 4788.893066
	Iteration 22Q: 3 clusters Score -3123496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3123529.750000 Penalty: 4788.893066
	Iteration 23Q: 3 clusters Score -3123530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3123567.000000 Penalty: 4788.893066
	Iteration 24Q: 3 clusters Score -3123567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3123588.000000 Penalty: 4788.893066
	Iteration 25Q: 3 clusters Score -3123588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3123596.500000 Penalty: 4788.893066
	Iteration 26Q: 3 clusters Score -3123596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3123598.000000 Penalty: 4788.893066
	Iteration 27Q: 3 clusters Score -3123598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3123602.750000 Penalty: 4788.893066
	Iteration 28Q: 3 clusters Score -3123603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3123612.500000 Penalty: 4788.893066
	Iteration 29Q: 3 clusters Score -3123612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3123621.500000 Penalty: 4788.893066
	Iteration 30Q: 3 clusters Score -3123622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3123628.500000 Penalty: 4788.893066
	Iteration 31Q: 3 clusters Score -3123628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3123634.750000 Penalty: 4788.893066
	Iteration 32Q: 3 clusters Score -3123635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3123636.000000 Penalty: 4788.893066
	Iteration 33Q: 3 clusters Score -3123636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3123636.500000 Penalty: 4788.893066
	Iteration 34Q: 3 clusters Score -3123636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3123636.500000 Penalty: 4788.893066
	Iteration 35F: 3 clusters Score -3123636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -155373.968750 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -155374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -153523.109375 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -153523.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153798.828125 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -153798.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -153878.812500 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -153878.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -153920.453125 Penalty: 3359.447754
	Iteration 3Q: 3 clusters Score -153920.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -153948.671875 Penalty: 3359.447754
	Iteration 4Q: 3 clusters Score -153948.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -153960.250000 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -153960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -153969.328125 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -153969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -153984.453125 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -153984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -153988.421875 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -153988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -153990.093750 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -153990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -153991.500000 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -153991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -153994.406250 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -153994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -153997.625000 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -153997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -153998.250000 Penalty: 3359.447754
	Iteration 13Q: 3 clusters Score -153998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -153998.250000 Penalty: 3359.447754
	Iteration 14F: 3 clusters Score -153998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Entering Unmasked Estep 
Score: -1394131.000000 Penalty: 2194.145264
	Iteration 0F: 2 clusters Score -1394131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1388305.125000 Penalty: 4388.290527
	Iteration 0F: 3 clusters Score -1388305 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1389778.625000 Penalty: 4388.290527
	Iteration 1F: 3 clusters Score -1389779 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1390065.500000 Penalty: 4388.290527
	Iteration 2F: 3 clusters Score -1390066 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1390273.000000 Penalty: 4388.290527
	Iteration 3F: 3 clusters Score -1390273 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1390424.125000 Penalty: 4388.290527
	Iteration 4Q: 3 clusters Score -1390424 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1390534.125000 Penalty: 4388.290527
	Iteration 5Q: 3 clusters Score -1390534 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1390621.500000 Penalty: 4388.290527
	Iteration 6Q: 3 clusters Score -1390622 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1390680.625000 Penalty: 4388.290527
	Iteration 7Q: 3 clusters Score -1390681 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1390727.875000 Penalty: 4388.290527
	Iteration 8Q: 3 clusters Score -1390728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1390767.875000 Penalty: 4388.290527
	Iteration 9Q: 3 clusters Score -1390768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1390809.500000 Penalty: 4388.290527
	Iteration 10Q: 3 clusters Score -1390810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1390845.875000 Penalty: 4388.290527
	Iteration 11Q: 3 clusters Score -1390846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1390895.250000 Penalty: 4388.290527
	Iteration 12Q: 3 clusters Score -1390895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1390939.625000 Penalty: 4388.290527
	Iteration 13Q: 3 clusters Score -1390940 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1390981.875000 Penalty: 4388.290527
	Iteration 14Q: 3 clusters Score -1390982 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1391027.750000 Penalty: 4388.290527
	Iteration 15Q: 3 clusters Score -1391028 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1391075.375000 Penalty: 4388.290527
	Iteration 16Q: 3 clusters Score -1391075 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1391108.125000 Penalty: 4388.290527
	Iteration 17Q: 3 clusters Score -1391108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1391149.000000 Penalty: 4388.290527
	Iteration 18Q: 3 clusters Score -1391149 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1391188.250000 Penalty: 4388.290527
	Iteration 19Q: 3 clusters Score -1391188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1391235.250000 Penalty: 4388.290527
	Iteration 20F: 3 clusters Score -1391235 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1391289.000000 Penalty: 4388.290527
	Iteration 21Q: 3 clusters Score -1391289 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1391342.875000 Penalty: 4388.290527
	Iteration 22Q: 3 clusters Score -1391343 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1391400.625000 Penalty: 4388.290527
	Iteration 23Q: 3 clusters Score -1391401 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1391444.500000 Penalty: 4388.290527
	Iteration 24Q: 3 clusters Score -1391444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1391487.250000 Penalty: 4388.290527
	Iteration 25Q: 3 clusters Score -1391487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1391527.125000 Penalty: 4388.290527
	Iteration 26Q: 3 clusters Score -1391527 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1391573.000000 Penalty: 4388.290527
	Iteration 27Q: 3 clusters Score -1391573 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1391606.375000 Penalty: 4388.290527
	Iteration 28Q: 3 clusters Score -1391606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1391634.875000 Penalty: 4388.290527
	Iteration 29Q: 3 clusters Score -1391635 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1391658.500000 Penalty: 4388.290527
	Iteration 30Q: 3 clusters Score -1391658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1391680.125000 Penalty: 4388.290527
	Iteration 31Q: 3 clusters Score -1391680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1391696.625000 Penalty: 4388.290527
	Iteration 32Q: 3 clusters Score -1391697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1391705.250000 Penalty: 4388.290527
	Iteration 33Q: 3 clusters Score -1391705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1391718.875000 Penalty: 4388.290527
	Iteration 34Q: 3 clusters Score -1391719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1391729.500000 Penalty: 4388.290527
	Iteration 35Q: 3 clusters Score -1391730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1391732.000000 Penalty: 4388.290527
	Iteration 36Q: 3 clusters Score -1391732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1391740.500000 Penalty: 4388.290527
	Iteration 37Q: 3 clusters Score -1391740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1391742.125000 Penalty: 4388.290527
	Iteration 38Q: 3 clusters Score -1391742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1391747.625000 Penalty: 4388.290527
	Iteration 39Q: 3 clusters Score -1391748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1391748.125000 Penalty: 4388.290527
	Iteration 40F: 3 clusters Score -1391748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1391750.375000 Penalty: 4388.290527
	Iteration 41Q: 3 clusters Score -1391750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1391751.000000 Penalty: 4388.290527
	Iteration 42Q: 3 clusters Score -1391751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1391753.125000 Penalty: 4388.290527
	Iteration 43Q: 3 clusters Score -1391753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1391757.750000 Penalty: 4388.290527
	Iteration 44Q: 3 clusters Score -1391758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1391760.625000 Penalty: 4388.290527
	Iteration 45Q: 3 clusters Score -1391761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1391759.875000 Penalty: 4388.290527
	Iteration 46Q: 3 clusters Score -1391760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1391758.000000 Penalty: 4388.290527
	Iteration 47Q: 3 clusters Score -1391758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1391758.000000 Penalty: 4388.290527
	Iteration 48F: 3 clusters Score -1391758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67288.984375 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -67288.98 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 189 members 
Entering Unmasked Estep 
Score: -65878.242188 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -65878.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66012.132812 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -66012.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66047.531250 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -66047.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66075.296875 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -66075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66096.164062 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -66096.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66131.507812 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -66131.51 nChanged 5
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: -66151.476562 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -66151.48 nChanged 5
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: -66168.953125 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -66168.95 nChanged 6
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: -66212.890625 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -66212.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66227.914062 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -66227.91 nChanged 3
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: -66236.703125 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -66236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66241.093750 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -66241.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66246.414062 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -66246.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66252.343750 Penalty: 2957.935303
	Iteration 13Q: 3 clusters Score -66252.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66252.343750 Penalty: 2957.935303
	Iteration 14F: 3 clusters Score -66252.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -264712.187500 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -264712.2 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 735 members 
Entering Unmasked Estep 
Score: -262495.281250 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -262495.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -263103.125000 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -263103.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -263548.500000 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -263548.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -263835.093750 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -263835.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -263942.750000 Penalty: 3632.947021
	Iteration 4Q: 3 clusters Score -263942.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -264020.468750 Penalty: 3632.947021
	Iteration 5Q: 3 clusters Score -264020.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -264092.000000 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -264092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -264170.343750 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -264170.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -264209.156250 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -264209.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -264264.218750 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -264264.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -264337.218750 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -264337.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -264410.375000 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -264410.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -264506.812500 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -264506.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -264585.906250 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -264585.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -264638.812500 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -264638.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -264667.031250 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -264667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -264684.312500 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -264684.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -264697.812500 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -264697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -264705.875000 Penalty: 3632.947021
	Iteration 18Q: 3 clusters Score -264705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -264709.281250 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -264709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -264711.406250 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -264711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -264714.187500 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -264714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -264715.531250 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -264715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -264717.500000 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -264717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -264718.406250 Penalty: 3632.947021
	Iteration 24Q: 3 clusters Score -264718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -264718.750000 Penalty: 3632.947021
	Iteration 25Q: 3 clusters Score -264718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -264719.843750 Penalty: 3632.947021
	Iteration 26Q: 3 clusters Score -264719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -264722.437500 Penalty: 3632.947021
	Iteration 27Q: 3 clusters Score -264722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -264724.218750 Penalty: 3632.947021
	Iteration 28Q: 3 clusters Score -264724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -264725.625000 Penalty: 3632.947021
	Iteration 29Q: 3 clusters Score -264725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -264725.625000 Penalty: 3632.947021
	Iteration 30F: 3 clusters Score -264725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 34516 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19371 members 
Mstep: Class 13 contains 32642 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28157 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24327 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12664 members 
Mstep: Class 42 contains 28714 members 
Mstep: Class 43 contains 7426 members 
Mstep: Class 44 contains 58924 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14779 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19666 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14834 members 
Mstep: Class 55 contains 28639 members 
Mstep: Class 56 contains 21026 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14545 members 
Mstep: Class 60 contains 31908 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14829 members 
Mstep: Class 63 contains 31136 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18437 members 
Mstep: Class 67 contains 29530 members 
Mstep: Class 68 contains 29070 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28324 members 
Mstep: Class 71 contains 17973 members 
Mstep: Class 72 contains 34915 members 
Mstep: Class 73 contains 671 members 
Entering Unmasked Estep 
Score: -161374608.000000 Penalty: 246934.062500
Splitting cluster 21 changes total score from -161376528.000000 to -161374608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 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 254 members 
Entering Unmasked Estep 
Score: -78426.070312 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78426.07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78701.875000 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78701.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78806.820312 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -78806.82 nChanged 19
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: -78851.695312 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -78851.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78890.500000 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -78890.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78965.335938 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -78965.34 nChanged 26
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: -79106.164062 Penalty: 3099.987793
	Iteration 6F: 3 clusters Score -79106.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79264.070312 Penalty: 3099.987793
	Iteration 7F: 3 clusters Score -79264.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79357.523438 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -79357.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79448.648438 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -79448.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79511.843750 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -79511.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79575.015625 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -79575.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79607.140625 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -79607.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79615.796875 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -79615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79620.539062 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -79620.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79630.414062 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -79630.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79639.867188 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -79639.87 nChanged 3
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: -79681.968750 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -79681.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79706.867188 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -79706.87 nChanged 1
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: -79708.335938 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -79708.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79711.617188 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -79711.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -956228.500000 Penalty: 2115.418213
	Iteration 0F: 2 clusters Score -956228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -951695.437500 Penalty: 4230.836426
	Iteration 0F: 3 clusters Score -951695.4 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -952825.500000 Penalty: 4230.836426
	Iteration 1F: 3 clusters Score -952825.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -953056.250000 Penalty: 4230.836426
	Iteration 2F: 3 clusters Score -953056.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -953188.687500 Penalty: 4230.836426
	Iteration 3Q: 3 clusters Score -953188.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -953323.562500 Penalty: 4230.836426
	Iteration 4Q: 3 clusters Score -953323.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -953447.562500 Penalty: 4230.836426
	Iteration 5Q: 3 clusters Score -953447.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -953575.500000 Penalty: 4230.836426
	Iteration 6Q: 3 clusters Score -953575.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -953687.062500 Penalty: 4230.836426
	Iteration 7Q: 3 clusters Score -953687.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -953791.125000 Penalty: 4230.836426
	Iteration 8Q: 3 clusters Score -953791.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -953876.562500 Penalty: 4230.836426
	Iteration 9Q: 3 clusters Score -953876.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -953956.687500 Penalty: 4230.836426
	Iteration 10Q: 3 clusters Score -953956.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -954028.250000 Penalty: 4230.836426
	Iteration 11Q: 3 clusters Score -954028.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -954094.437500 Penalty: 4230.836426
	Iteration 12Q: 3 clusters Score -954094.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -954149.375000 Penalty: 4230.836426
	Iteration 13Q: 3 clusters Score -954149.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -954203.437500 Penalty: 4230.836426
	Iteration 14Q: 3 clusters Score -954203.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -954240.812500 Penalty: 4230.836426
	Iteration 15Q: 3 clusters Score -954240.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -954266.937500 Penalty: 4230.836426
	Iteration 16Q: 3 clusters Score -954266.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -954297.187500 Penalty: 4230.836426
	Iteration 17Q: 3 clusters Score -954297.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -954323.062500 Penalty: 4230.836426
	Iteration 18Q: 3 clusters Score -954323.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -954341.625000 Penalty: 4230.836426
	Iteration 19Q: 3 clusters Score -954341.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -954358.125000 Penalty: 4230.836426
	Iteration 20F: 3 clusters Score -954358.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -954373.125000 Penalty: 4230.836426
	Iteration 21Q: 3 clusters Score -954373.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -954387.500000 Penalty: 4230.836426
	Iteration 22Q: 3 clusters Score -954387.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -954398.875000 Penalty: 4230.836426
	Iteration 23Q: 3 clusters Score -954398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -954407.875000 Penalty: 4230.836426
	Iteration 24Q: 3 clusters Score -954407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -954413.562500 Penalty: 4230.836426
	Iteration 25Q: 3 clusters Score -954413.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -954419.625000 Penalty: 4230.836426
	Iteration 26Q: 3 clusters Score -954419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -954422.187500 Penalty: 4230.836426
	Iteration 27Q: 3 clusters Score -954422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -954426.000000 Penalty: 4230.836426
	Iteration 28Q: 3 clusters Score -954426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -954428.562500 Penalty: 4230.836426
	Iteration 29Q: 3 clusters Score -954428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -954429.625000 Penalty: 4230.836426
	Iteration 30Q: 3 clusters Score -954429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -954429.625000 Penalty: 4230.836426
	Iteration 31F: 3 clusters Score -954429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Entering Unmasked Estep 
Score: -5382450.000000 Penalty: 2540.896729
	Iteration 0F: 2 clusters Score -5382450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -5363268.500000 Penalty: 5081.793457
	Iteration 0F: 3 clusters Score -5363268 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5369887.000000 Penalty: 5081.793457
	Iteration 1F: 3 clusters Score -5369887 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5370221.000000 Penalty: 5081.793457
	Iteration 2Q: 3 clusters Score -5370221 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5370499.000000 Penalty: 5081.793457
	Iteration 3Q: 3 clusters Score -5370499 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -5370714.500000 Penalty: 5081.793457
	Iteration 4Q: 3 clusters Score -5370714 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5370914.000000 Penalty: 5081.793457
	Iteration 5Q: 3 clusters Score -5370914 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5371105.500000 Penalty: 5081.793457
	Iteration 6Q: 3 clusters Score -5371106 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5371302.500000 Penalty: 5081.793457
	Iteration 7Q: 3 clusters Score -5371302 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -5371531.000000 Penalty: 5081.793457
	Iteration 8Q: 3 clusters Score -5371531 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -5371865.000000 Penalty: 5081.793457
	Iteration 9Q: 3 clusters Score -5371865 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -5372375.000000 Penalty: 5081.793457
	Iteration 10Q: 3 clusters Score -5372375 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -5373148.000000 Penalty: 5081.793457
	Iteration 11Q: 3 clusters Score -5373148 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -5374269.500000 Penalty: 5081.793457
	Iteration 12F: 3 clusters Score -5374270 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -5375736.500000 Penalty: 5081.793457
	Iteration 13F: 3 clusters Score -5375736 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5377367.500000 Penalty: 5081.793457
	Iteration 14F: 3 clusters Score -5377368 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5378741.000000 Penalty: 5081.793457
	Iteration 15F: 3 clusters Score -5378741 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5379496.000000 Penalty: 5081.793457
	Iteration 16Q: 3 clusters Score -5379496 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5379835.000000 Penalty: 5081.793457
	Iteration 17Q: 3 clusters Score -5379835 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5379995.000000 Penalty: 5081.793457
	Iteration 18Q: 3 clusters Score -5379995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5380068.000000 Penalty: 5081.793457
	Iteration 19Q: 3 clusters Score -5380068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5380116.500000 Penalty: 5081.793457
	Iteration 20F: 3 clusters Score -5380116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5380143.000000 Penalty: 5081.793457
	Iteration 21Q: 3 clusters Score -5380143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5380153.500000 Penalty: 5081.793457
	Iteration 22Q: 3 clusters Score -5380154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5380182.500000 Penalty: 5081.793457
	Iteration 23Q: 3 clusters Score -5380182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5380196.500000 Penalty: 5081.793457
	Iteration 24Q: 3 clusters Score -5380196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5380207.500000 Penalty: 5081.793457
	Iteration 25Q: 3 clusters Score -5380208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5380218.500000 Penalty: 5081.793457
	Iteration 26Q: 3 clusters Score -5380218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5380224.500000 Penalty: 5081.793457
	Iteration 27Q: 3 clusters Score -5380224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5380219.500000 Penalty: 5081.793457
	Iteration 28Q: 3 clusters Score -5380220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5380220.500000 Penalty: 5081.793457
	Iteration 29Q: 3 clusters Score -5380220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5380226.000000 Penalty: 5081.793457
	Iteration 30Q: 3 clusters Score -5380226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5380224.500000 Penalty: 5081.793457
	Iteration 31Q: 3 clusters Score -5380224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5380228.000000 Penalty: 5081.793457
	Iteration 32Q: 3 clusters Score -5380228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5380228.500000 Penalty: 5081.793457
	Iteration 33Q: 3 clusters Score -5380228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5380228.500000 Penalty: 5081.793457
	Iteration 34F: 3 clusters Score -5380228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -232966.031250 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -232966 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 579 members 
Entering Unmasked Estep 
Score: -230931.796875 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -230931.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -231529.687500 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -231529.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -231885.562500 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -231885.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -232202.593750 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -232202.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -232444.468750 Penalty: 3510.020264
	Iteration 4F: 3 clusters Score -232444.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -232575.875000 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -232575.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -232626.078125 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -232626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -232647.765625 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -232647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -232655.125000 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -232655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -232660.437500 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -232660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -232661.312500 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -232661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -232661.656250 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -232661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -232661.656250 Penalty: 3510.020264
	Iteration 12F: 3 clusters Score -232661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -115778.570312 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -115778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -114199.523438 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -114199.5 nChanged 94
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: -114354.171875 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -114354.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -114404.671875 Penalty: 3144.818115
	Iteration 2Q: 3 clusters Score -114404.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -114432.921875 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -114432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -114442.007812 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -114442 nChanged 3
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: -114447.117188 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -114447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -114470.312500 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -114470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114482.687500 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -114482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -114491.132812 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -114491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114496.414062 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -114496.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114496.414062 Penalty: 3144.818115
	Iteration 10F: 3 clusters Score -114496.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Entering Unmasked Estep 
Score: -3535140.000000 Penalty: 2412.972900
	Iteration 0F: 2 clusters Score -3535140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3523986.500000 Penalty: 4825.945801
	Iteration 0F: 3 clusters Score -3523986 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3527787.250000 Penalty: 4825.945801
	Iteration 1F: 3 clusters Score -3527787 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3528152.500000 Penalty: 4825.945801
	Iteration 2F: 3 clusters Score -3528152 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3528433.000000 Penalty: 4825.945801
	Iteration 3Q: 3 clusters Score -3528433 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3528678.500000 Penalty: 4825.945801
	Iteration 4Q: 3 clusters Score -3528678 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3528909.750000 Penalty: 4825.945801
	Iteration 5Q: 3 clusters Score -3528910 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3529178.750000 Penalty: 4825.945801
	Iteration 6Q: 3 clusters Score -3529179 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3529484.500000 Penalty: 4825.945801
	Iteration 7Q: 3 clusters Score -3529484 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3529865.500000 Penalty: 4825.945801
	Iteration 8Q: 3 clusters Score -3529866 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3530304.250000 Penalty: 4825.945801
	Iteration 9Q: 3 clusters Score -3530304 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3530803.250000 Penalty: 4825.945801
	Iteration 10Q: 3 clusters Score -3530803 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3531321.750000 Penalty: 4825.945801
	Iteration 11Q: 3 clusters Score -3531322 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3531838.000000 Penalty: 4825.945801
	Iteration 12Q: 3 clusters Score -3531838 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3532285.500000 Penalty: 4825.945801
	Iteration 13Q: 3 clusters Score -3532286 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3532635.500000 Penalty: 4825.945801
	Iteration 14Q: 3 clusters Score -3532636 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3532869.500000 Penalty: 4825.945801
	Iteration 15Q: 3 clusters Score -3532870 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3533000.500000 Penalty: 4825.945801
	Iteration 16Q: 3 clusters Score -3533000 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3533110.750000 Penalty: 4825.945801
	Iteration 17Q: 3 clusters Score -3533111 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3533183.500000 Penalty: 4825.945801
	Iteration 18Q: 3 clusters Score -3533184 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3533228.000000 Penalty: 4825.945801
	Iteration 19Q: 3 clusters Score -3533228 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3533279.750000 Penalty: 4825.945801
	Iteration 20F: 3 clusters Score -3533280 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3533285.000000 Penalty: 4825.945801
	Iteration 21Q: 3 clusters Score -3533285 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3533312.000000 Penalty: 4825.945801
	Iteration 22Q: 3 clusters Score -3533312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3533321.750000 Penalty: 4825.945801
	Iteration 23Q: 3 clusters Score -3533322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3533314.500000 Penalty: 4825.945801
	Iteration 24Q: 3 clusters Score -3533314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3533327.500000 Penalty: 4825.945801
	Iteration 25Q: 3 clusters Score -3533328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3533313.250000 Penalty: 4825.945801
	Iteration 26Q: 3 clusters Score -3533313 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3533319.500000 Penalty: 4825.945801
	Iteration 27Q: 3 clusters Score -3533320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3533309.250000 Penalty: 4825.945801
	Iteration 28Q: 3 clusters Score -3533309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3533309.500000 Penalty: 4825.945801
	Iteration 29Q: 3 clusters Score -3533310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3533309.750000 Penalty: 4825.945801
	Iteration 30Q: 3 clusters Score -3533310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3533312.500000 Penalty: 4825.945801
	Iteration 31Q: 3 clusters Score -3533312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3533310.750000 Penalty: 4825.945801
	Iteration 32Q: 3 clusters Score -3533311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3533306.250000 Penalty: 4825.945801
	Iteration 33Q: 3 clusters Score -3533306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3533308.750000 Penalty: 4825.945801
	Iteration 34Q: 3 clusters Score -3533309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3533309.750000 Penalty: 4825.945801
	Iteration 35Q: 3 clusters Score -3533310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3533301.000000 Penalty: 4825.945801
	Iteration 36Q: 3 clusters Score -3533301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3533303.000000 Penalty: 4825.945801
	Iteration 37Q: 3 clusters Score -3533303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3533301.750000 Penalty: 4825.945801
	Iteration 38Q: 3 clusters Score -3533302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3533297.500000 Penalty: 4825.945801
	Iteration 39Q: 3 clusters Score -3533298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3533299.000000 Penalty: 4825.945801
	Iteration 40F: 3 clusters Score -3533299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3533291.750000 Penalty: 4825.945801
	Iteration 41Q: 3 clusters Score -3533292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3533288.750000 Penalty: 4825.945801
	Iteration 42Q: 3 clusters Score -3533289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3533284.750000 Penalty: 4825.945801
	Iteration 43Q: 3 clusters Score -3533285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3533291.750000 Penalty: 4825.945801
	Iteration 44Q: 3 clusters Score -3533292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3533290.250000 Penalty: 4825.945801
	Iteration 45Q: 3 clusters Score -3533290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3533292.250000 Penalty: 4825.945801
	Iteration 46Q: 3 clusters Score -3533292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3533288.000000 Penalty: 4825.945801
	Iteration 47Q: 3 clusters Score -3533288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3533290.250000 Penalty: 4825.945801
	Iteration 48Q: 3 clusters Score -3533290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3533290.000000 Penalty: 4825.945801
	Iteration 49Q: 3 clusters Score -3533290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3533281.250000 Penalty: 4825.945801
	Iteration 50Q: 3 clusters Score -3533281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3533289.250000 Penalty: 4825.945801
	Iteration 51Q: 3 clusters Score -3533289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3533288.000000 Penalty: 4825.945801
	Iteration 52Q: 3 clusters Score -3533288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3533288.250000 Penalty: 4825.945801
	Iteration 53Q: 3 clusters Score -3533288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3533289.000000 Penalty: 4825.945801
	Iteration 54Q: 3 clusters Score -3533289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3533292.000000 Penalty: 4825.945801
	Iteration 55Q: 3 clusters Score -3533292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3533290.000000 Penalty: 4825.945801
	Iteration 56Q: 3 clusters Score -3533290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3533290.000000 Penalty: 4825.945801
	Iteration 57F: 3 clusters Score -3533290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Entering Unmasked Estep 
Score: -5043077.500000 Penalty: 2519.648193
	Iteration 0F: 2 clusters Score -5043078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5025505.000000 Penalty: 5039.296387
	Iteration 0F: 3 clusters Score -5025505 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -5031755.500000 Penalty: 5039.296387
	Iteration 1F: 3 clusters Score -5031756 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -5032269.000000 Penalty: 5039.296387
	Iteration 2F: 3 clusters Score -5032269 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -5032705.500000 Penalty: 5039.296387
	Iteration 3Q: 3 clusters Score -5032706 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5033149.500000 Penalty: 5039.296387
	Iteration 4Q: 3 clusters Score -5033150 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -5033630.000000 Penalty: 5039.296387
	Iteration 5Q: 3 clusters Score -5033630 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5034160.000000 Penalty: 5039.296387
	Iteration 6Q: 3 clusters Score -5034160 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5034803.000000 Penalty: 5039.296387
	Iteration 7Q: 3 clusters Score -5034803 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5035547.000000 Penalty: 5039.296387
	Iteration 8F: 3 clusters Score -5035547 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5036500.000000 Penalty: 5039.296387
	Iteration 9F: 3 clusters Score -5036500 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5037555.000000 Penalty: 5039.296387
	Iteration 10F: 3 clusters Score -5037555 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -5038599.000000 Penalty: 5039.296387
	Iteration 11F: 3 clusters Score -5038599 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -5039422.000000 Penalty: 5039.296387
	Iteration 12Q: 3 clusters Score -5039422 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -5040001.500000 Penalty: 5039.296387
	Iteration 13Q: 3 clusters Score -5040002 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -5040303.000000 Penalty: 5039.296387
	Iteration 14Q: 3 clusters Score -5040303 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -5040521.000000 Penalty: 5039.296387
	Iteration 15Q: 3 clusters Score -5040521 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -5040614.000000 Penalty: 5039.296387
	Iteration 16Q: 3 clusters Score -5040614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5040707.000000 Penalty: 5039.296387
	Iteration 17Q: 3 clusters Score -5040707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -5040750.500000 Penalty: 5039.296387
	Iteration 18Q: 3 clusters Score -5040750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -5040777.000000 Penalty: 5039.296387
	Iteration 19Q: 3 clusters Score -5040777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5040810.000000 Penalty: 5039.296387
	Iteration 20F: 3 clusters Score -5040810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5040814.500000 Penalty: 5039.296387
	Iteration 21Q: 3 clusters Score -5040814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -5040816.000000 Penalty: 5039.296387
	Iteration 22Q: 3 clusters Score -5040816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5040812.000000 Penalty: 5039.296387
	Iteration 23Q: 3 clusters Score -5040812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5040813.500000 Penalty: 5039.296387
	Iteration 24Q: 3 clusters Score -5040814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5040815.000000 Penalty: 5039.296387
	Iteration 25Q: 3 clusters Score -5040815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -5040812.500000 Penalty: 5039.296387
	Iteration 26Q: 3 clusters Score -5040812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5040817.500000 Penalty: 5039.296387
	Iteration 27Q: 3 clusters Score -5040818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5040824.500000 Penalty: 5039.296387
	Iteration 28Q: 3 clusters Score -5040824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -5040824.500000 Penalty: 5039.296387
	Iteration 29Q: 3 clusters Score -5040824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -5040824.500000 Penalty: 5039.296387
	Iteration 30Q: 3 clusters Score -5040824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -5040824.000000 Penalty: 5039.296387
	Iteration 31Q: 3 clusters Score -5040824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -5040824.000000 Penalty: 5039.296387
	Iteration 32F: 3 clusters Score -5040824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Entering Unmasked Estep 
Score: -5377601.500000 Penalty: 2535.456055
	Iteration 0F: 2 clusters Score -5377602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -5359204.000000 Penalty: 5070.912109
	Iteration 0F: 3 clusters Score -5359204 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -5365851.000000 Penalty: 5070.912109
	Iteration 1F: 3 clusters Score -5365851 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5366262.500000 Penalty: 5070.912109
	Iteration 2Q: 3 clusters Score -5366262 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -5366639.000000 Penalty: 5070.912109
	Iteration 3Q: 3 clusters Score -5366639 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -5367024.000000 Penalty: 5070.912109
	Iteration 4Q: 3 clusters Score -5367024 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -5367569.000000 Penalty: 5070.912109
	Iteration 5Q: 3 clusters Score -5367569 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -5368346.000000 Penalty: 5070.912109
	Iteration 6F: 3 clusters Score -5368346 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -5369503.000000 Penalty: 5070.912109
	Iteration 7F: 3 clusters Score -5369503 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5371027.500000 Penalty: 5070.912109
	Iteration 8F: 3 clusters Score -5371028 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5372684.500000 Penalty: 5070.912109
	Iteration 9F: 3 clusters Score -5372684 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5373935.500000 Penalty: 5070.912109
	Iteration 10F: 3 clusters Score -5373936 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5374628.500000 Penalty: 5070.912109
	Iteration 11Q: 3 clusters Score -5374628 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5374953.500000 Penalty: 5070.912109
	Iteration 12Q: 3 clusters Score -5374954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5375130.000000 Penalty: 5070.912109
	Iteration 13Q: 3 clusters Score -5375130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5375228.500000 Penalty: 5070.912109
	Iteration 14Q: 3 clusters Score -5375228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5375283.500000 Penalty: 5070.912109
	Iteration 15Q: 3 clusters Score -5375284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5375333.500000 Penalty: 5070.912109
	Iteration 16Q: 3 clusters Score -5375334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5375361.500000 Penalty: 5070.912109
	Iteration 17Q: 3 clusters Score -5375362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5375371.500000 Penalty: 5070.912109
	Iteration 18Q: 3 clusters Score -5375372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5375378.000000 Penalty: 5070.912109
	Iteration 19Q: 3 clusters Score -5375378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5375384.500000 Penalty: 5070.912109
	Iteration 20F: 3 clusters Score -5375384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5375384.500000 Penalty: 5070.912109
	Iteration 21Q: 3 clusters Score -5375384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5375384.500000 Penalty: 5070.912109
	Iteration 22F: 3 clusters Score -5375384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -712060.437500 Penalty: 2041.249146
	Iteration 0F: 2 clusters Score -712060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -708379.625000 Penalty: 4082.498291
	Iteration 0F: 3 clusters Score -708379.6 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -709161.000000 Penalty: 4082.498291
	Iteration 1F: 3 clusters Score -709161 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -709351.000000 Penalty: 4082.498291
	Iteration 2F: 3 clusters Score -709351 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -709492.875000 Penalty: 4082.498291
	Iteration 3Q: 3 clusters Score -709492.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -709606.187500 Penalty: 4082.498291
	Iteration 4Q: 3 clusters Score -709606.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -709699.062500 Penalty: 4082.498291
	Iteration 5Q: 3 clusters Score -709699.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -709776.187500 Penalty: 4082.498291
	Iteration 6Q: 3 clusters Score -709776.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -709860.125000 Penalty: 4082.498291
	Iteration 7Q: 3 clusters Score -709860.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -709940.875000 Penalty: 4082.498291
	Iteration 8Q: 3 clusters Score -709940.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -710003.875000 Penalty: 4082.498291
	Iteration 9Q: 3 clusters Score -710003.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -710051.000000 Penalty: 4082.498291
	Iteration 10Q: 3 clusters Score -710051 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -710098.750000 Penalty: 4082.498291
	Iteration 11Q: 3 clusters Score -710098.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -710134.187500 Penalty: 4082.498291
	Iteration 12Q: 3 clusters Score -710134.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -710158.000000 Penalty: 4082.498291
	Iteration 13Q: 3 clusters Score -710158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -710185.875000 Penalty: 4082.498291
	Iteration 14Q: 3 clusters Score -710185.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -710204.437500 Penalty: 4082.498291
	Iteration 15Q: 3 clusters Score -710204.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -710220.250000 Penalty: 4082.498291
	Iteration 16Q: 3 clusters Score -710220.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -710236.875000 Penalty: 4082.498291
	Iteration 17Q: 3 clusters Score -710236.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -710247.125000 Penalty: 4082.498291
	Iteration 18Q: 3 clusters Score -710247.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -710255.562500 Penalty: 4082.498291
	Iteration 19Q: 3 clusters Score -710255.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -710261.562500 Penalty: 4082.498291
	Iteration 20F: 3 clusters Score -710261.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -710268.437500 Penalty: 4082.498291
	Iteration 21Q: 3 clusters Score -710268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -710270.250000 Penalty: 4082.498291
	Iteration 22Q: 3 clusters Score -710270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -710272.437500 Penalty: 4082.498291
	Iteration 23Q: 3 clusters Score -710272.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -710278.812500 Penalty: 4082.498291
	Iteration 24Q: 3 clusters Score -710278.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -710283.375000 Penalty: 4082.498291
	Iteration 25Q: 3 clusters Score -710283.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -710289.812500 Penalty: 4082.498291
	Iteration 26Q: 3 clusters Score -710289.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -710297.125000 Penalty: 4082.498291
	Iteration 27Q: 3 clusters Score -710297.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -710308.000000 Penalty: 4082.498291
	Iteration 28Q: 3 clusters Score -710308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -710315.250000 Penalty: 4082.498291
	Iteration 29Q: 3 clusters Score -710315.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -710324.375000 Penalty: 4082.498291
	Iteration 30Q: 3 clusters Score -710324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -710330.000000 Penalty: 4082.498291
	Iteration 31Q: 3 clusters Score -710330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -710334.312500 Penalty: 4082.498291
	Iteration 32Q: 3 clusters Score -710334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -710338.562500 Penalty: 4082.498291
	Iteration 33Q: 3 clusters Score -710338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -710339.437500 Penalty: 4082.498291
	Iteration 34Q: 3 clusters Score -710339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -710342.062500 Penalty: 4082.498291
	Iteration 35Q: 3 clusters Score -710342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -710342.312500 Penalty: 4082.498291
	Iteration 36Q: 3 clusters Score -710342.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -710343.687500 Penalty: 4082.498291
	Iteration 37Q: 3 clusters Score -710343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -710343.312500 Penalty: 4082.498291
	Iteration 38Q: 3 clusters Score -710343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -710343.000000 Penalty: 4082.498291
	Iteration 39Q: 3 clusters Score -710343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -710344.562500 Penalty: 4082.498291
	Iteration 40F: 3 clusters Score -710344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -710346.250000 Penalty: 4082.498291
	Iteration 41Q: 3 clusters Score -710346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -710349.062500 Penalty: 4082.498291
	Iteration 42Q: 3 clusters Score -710349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -710350.687500 Penalty: 4082.498291
	Iteration 43Q: 3 clusters Score -710350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -710353.312500 Penalty: 4082.498291
	Iteration 44Q: 3 clusters Score -710353.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -710355.500000 Penalty: 4082.498291
	Iteration 45Q: 3 clusters Score -710355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -710356.625000 Penalty: 4082.498291
	Iteration 46Q: 3 clusters Score -710356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -710360.187500 Penalty: 4082.498291
	Iteration 47Q: 3 clusters Score -710360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -710362.000000 Penalty: 4082.498291
	Iteration 48Q: 3 clusters Score -710362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -710365.000000 Penalty: 4082.498291
	Iteration 49Q: 3 clusters Score -710365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -710369.750000 Penalty: 4082.498291
	Iteration 50Q: 3 clusters Score -710369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -710372.750000 Penalty: 4082.498291
	Iteration 51Q: 3 clusters Score -710372.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -710376.437500 Penalty: 4082.498291
	Iteration 52Q: 3 clusters Score -710376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -710378.187500 Penalty: 4082.498291
	Iteration 53Q: 3 clusters Score -710378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -710381.062500 Penalty: 4082.498291
	Iteration 54Q: 3 clusters Score -710381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -710384.000000 Penalty: 4082.498291
	Iteration 55Q: 3 clusters Score -710384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -710383.437500 Penalty: 4082.498291
	Iteration 56Q: 3 clusters Score -710383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -710384.812500 Penalty: 4082.498291
	Iteration 57Q: 3 clusters Score -710384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -710386.187500 Penalty: 4082.498291
	Iteration 58Q: 3 clusters Score -710386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -710389.687500 Penalty: 4082.498291
	Iteration 59Q: 3 clusters Score -710389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -710390.062500 Penalty: 4082.498291
	Iteration 60F: 3 clusters Score -710390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15599.981445 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -15599.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14676.477539 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -14676.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14858.022461 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -14858.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14959.726562 Penalty: 2622.980469
	Iteration 2F: 3 clusters Score -14959.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -15025.683594 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -15025.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15043.968750 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -15043.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15074.606445 Penalty: 2622.980469
	Iteration 5Q: 3 clusters Score -15074.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15074.606445 Penalty: 2622.980469
	Iteration 6F: 3 clusters Score -15074.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Entering Unmasked Estep 
Score: -4984178.500000 Penalty: 2504.636963
	Iteration 0F: 2 clusters Score -4984178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4967720.000000 Penalty: 5009.273926
	Iteration 0F: 3 clusters Score -4967720 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4973643.500000 Penalty: 5009.273926
	Iteration 1F: 3 clusters Score -4973644 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4973981.500000 Penalty: 5009.273926
	Iteration 2Q: 3 clusters Score -4973982 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4974248.000000 Penalty: 5009.273926
	Iteration 3Q: 3 clusters Score -4974248 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4974458.000000 Penalty: 5009.273926
	Iteration 4Q: 3 clusters Score -4974458 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -4974613.000000 Penalty: 5009.273926
	Iteration 5Q: 3 clusters Score -4974613 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -4974790.500000 Penalty: 5009.273926
	Iteration 6Q: 3 clusters Score -4974790 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4974885.500000 Penalty: 5009.273926
	Iteration 7Q: 3 clusters Score -4974886 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4975008.000000 Penalty: 5009.273926
	Iteration 8Q: 3 clusters Score -4975008 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4975103.000000 Penalty: 5009.273926
	Iteration 9Q: 3 clusters Score -4975103 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -4975173.000000 Penalty: 5009.273926
	Iteration 10Q: 3 clusters Score -4975173 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -4975259.000000 Penalty: 5009.273926
	Iteration 11Q: 3 clusters Score -4975259 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4975311.500000 Penalty: 5009.273926
	Iteration 12Q: 3 clusters Score -4975312 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4975377.000000 Penalty: 5009.273926
	Iteration 13Q: 3 clusters Score -4975377 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -4975480.500000 Penalty: 5009.273926
	Iteration 14Q: 3 clusters Score -4975480 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4975594.500000 Penalty: 5009.273926
	Iteration 15Q: 3 clusters Score -4975594 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4975652.500000 Penalty: 5009.273926
	Iteration 16Q: 3 clusters Score -4975652 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4975783.000000 Penalty: 5009.273926
	Iteration 17Q: 3 clusters Score -4975783 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4975914.000000 Penalty: 5009.273926
	Iteration 18Q: 3 clusters Score -4975914 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4976051.000000 Penalty: 5009.273926
	Iteration 19Q: 3 clusters Score -4976051 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4976219 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4976416 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4976612.000000 Penalty: 5009.273926
	Iteration 22Q: 3 clusters Score -4976612 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4976840 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4977143.500000 Penalty: 5009.273926
	Iteration 24Q: 3 clusters Score -4977144 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4977502.000000 Penalty: 5009.273926
	Iteration 25Q: 3 clusters Score -4977502 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -4977866.000000 Penalty: 5009.273926
	Iteration 26Q: 3 clusters Score -4977866 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -4978142.500000 Penalty: 5009.273926
	Iteration 27Q: 3 clusters Score -4978142 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -4978346.500000 Penalty: 5009.273926
	Iteration 28Q: 3 clusters Score -4978346 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4978426.000000 Penalty: 5009.273926
	Iteration 29Q: 3 clusters Score -4978426 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4978471.500000 Penalty: 5009.273926
	Iteration 30Q: 3 clusters Score -4978472 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4978491.500000 Penalty: 5009.273926
	Iteration 31Q: 3 clusters Score -4978492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -4978535.000000 Penalty: 5009.273926
	Iteration 32Q: 3 clusters Score -4978535 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4978548.500000 Penalty: 5009.273926
	Iteration 33Q: 3 clusters Score -4978548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4978582.500000 Penalty: 5009.273926
	Iteration 34Q: 3 clusters Score -4978582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4978588.500000 Penalty: 5009.273926
	Iteration 35Q: 3 clusters Score -4978588 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4978613.500000 Penalty: 5009.273926
	Iteration 36Q: 3 clusters Score -4978614 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4978644.500000 Penalty: 5009.273926
	Iteration 37Q: 3 clusters Score -4978644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4978663.000000 Penalty: 5009.273926
	Iteration 38Q: 3 clusters Score -4978663 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4978664.500000 Penalty: 5009.273926
	Iteration 39Q: 3 clusters Score -4978664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4978678.000000 Penalty: 5009.273926
	Iteration 40F: 3 clusters Score -4978678 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -4978696.000000 Penalty: 5009.273926
	Iteration 41Q: 3 clusters Score -4978696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4978705.500000 Penalty: 5009.273926
	Iteration 42Q: 3 clusters Score -4978706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4978713.500000 Penalty: 5009.273926
	Iteration 43Q: 3 clusters Score -4978714 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4978733.000000 Penalty: 5009.273926
	Iteration 44Q: 3 clusters Score -4978733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4978761.500000 Penalty: 5009.273926
	Iteration 45Q: 3 clusters Score -4978762 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4978771.500000 Penalty: 5009.273926
	Iteration 46Q: 3 clusters Score -4978772 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4978821.500000 Penalty: 5009.273926
	Iteration 47Q: 3 clusters Score -4978822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4978853.000000 Penalty: 5009.273926
	Iteration 48Q: 3 clusters Score -4978853 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4978873 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4978931.500000 Penalty: 5009.273926
	Iteration 50Q: 3 clusters Score -4978932 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4978977.500000 Penalty: 5009.273926
	Iteration 51Q: 3 clusters Score -4978978 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4979029.500000 Penalty: 5009.273926
	Iteration 52Q: 3 clusters Score -4979030 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4979078.500000 Penalty: 5009.273926
	Iteration 53Q: 3 clusters Score -4979078 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4979124.500000 Penalty: 5009.273926
	Iteration 54Q: 3 clusters Score -4979124 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4979193.500000 Penalty: 5009.273926
	Iteration 55Q: 3 clusters Score -4979194 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -4979260.000000 Penalty: 5009.273926
	Iteration 56Q: 3 clusters Score -4979260 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4979337 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4979436.500000 Penalty: 5009.273926
	Iteration 58Q: 3 clusters Score -4979436 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4979511.500000 Penalty: 5009.273926
	Iteration 59Q: 3 clusters Score -4979512 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4979577.000000 Penalty: 5009.273926
	Iteration 60F: 3 clusters Score -4979577 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4979648.000000 Penalty: 5009.273926
	Iteration 61Q: 3 clusters Score -4979648 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4979746.500000 Penalty: 5009.273926
	Iteration 62Q: 3 clusters Score -4979746 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4979854.500000 Penalty: 5009.273926
	Iteration 63Q: 3 clusters Score -4979854 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4979940.000000 Penalty: 5009.273926
	Iteration 64Q: 3 clusters Score -4979940 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4980044 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4980163.000000 Penalty: 5009.273926
	Iteration 66Q: 3 clusters Score -4980163 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4980279.500000 Penalty: 5009.273926
	Iteration 67Q: 3 clusters Score -4980280 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4980396.000000 Penalty: 5009.273926
	Iteration 68Q: 3 clusters Score -4980396 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4980525.000000 Penalty: 5009.273926
	Iteration 69Q: 3 clusters Score -4980525 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4980655.000000 Penalty: 5009.273926
	Iteration 70Q: 3 clusters Score -4980655 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4980773 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4980895 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4980985.500000 Penalty: 5009.273926
	Iteration 73Q: 3 clusters Score -4980986 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -4981078.500000 Penalty: 5009.273926
	Iteration 74Q: 3 clusters Score -4981078 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4981156.000000 Penalty: 5009.273926
	Iteration 75Q: 3 clusters Score -4981156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4981222.000000 Penalty: 5009.273926
	Iteration 76Q: 3 clusters Score -4981222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -4981289.500000 Penalty: 5009.273926
	Iteration 77Q: 3 clusters Score -4981290 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4981334.500000 Penalty: 5009.273926
	Iteration 78Q: 3 clusters Score -4981334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4981381.500000 Penalty: 5009.273926
	Iteration 79Q: 3 clusters Score -4981382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4981434.500000 Penalty: 5009.273926
	Iteration 80F: 3 clusters Score -4981434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4981488 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4981527.500000 Penalty: 5009.273926
	Iteration 82Q: 3 clusters Score -4981528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4981573 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4981621.000000 Penalty: 5009.273926
	Iteration 84Q: 3 clusters Score -4981621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4981652.000000 Penalty: 5009.273926
	Iteration 85Q: 3 clusters Score -4981652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4981676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4981697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4981704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4981722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4981728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4981733.500000 Penalty: 5009.273926
	Iteration 91Q: 3 clusters Score -4981734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4981740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4981750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4981756 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4981770 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4981784 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4981796 nChanged 16
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Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4981806 nChanged 21
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Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4981810 nChanged 14
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Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4981823.500000 Penalty: 5009.273926
	Iteration 100F: 3 clusters Score -4981824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4981823 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4981812 nChanged 14
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Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4981829 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4981845 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4981854 nChanged 9
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Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4981848 nChanged 10
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Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4981854 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4981864.500000 Penalty: 5009.273926
	Iteration 108Q: 3 clusters Score -4981864 nChanged 12
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Mstep: Class 1 contains 781 members 
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Entering Unmasked Estep 
Score: -4981875.500000 Penalty: 5009.273926
	Iteration 109Q: 3 clusters Score -4981876 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4981878 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4981894 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4981906.500000 Penalty: 5009.273926
	Iteration 112Q: 3 clusters Score -4981906 nChanged 14
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Entering Unmasked Estep 
Score: -4981916.500000 Penalty: 5009.273926
	Iteration 113Q: 3 clusters Score -4981916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4981925.500000 Penalty: 5009.273926
	Iteration 114Q: 3 clusters Score -4981926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4981939.500000 Penalty: 5009.273926
	Iteration 115Q: 3 clusters Score -4981940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4981941.000000 Penalty: 5009.273926
	Iteration 116Q: 3 clusters Score -4981941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4981945.000000 Penalty: 5009.273926
	Iteration 117Q: 3 clusters Score -4981945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4981941.000000 Penalty: 5009.273926
	Iteration 118Q: 3 clusters Score -4981941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4981940.000000 Penalty: 5009.273926
	Iteration 119Q: 3 clusters Score -4981940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -4981945.500000 Penalty: 5009.273926
	Iteration 120F: 3 clusters Score -4981946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4981948.000000 Penalty: 5009.273926
	Iteration 121Q: 3 clusters Score -4981948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4981949.000000 Penalty: 5009.273926
	Iteration 122Q: 3 clusters Score -4981949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4981961.000000 Penalty: 5009.273926
	Iteration 123Q: 3 clusters Score -4981961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4981957.500000 Penalty: 5009.273926
	Iteration 124Q: 3 clusters Score -4981958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -4981961.500000 Penalty: 5009.273926
	Iteration 125Q: 3 clusters Score -4981962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4981966.500000 Penalty: 5009.273926
	Iteration 126Q: 3 clusters Score -4981966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -4981969.500000 Penalty: 5009.273926
	Iteration 127Q: 3 clusters Score -4981970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -4981967.500000 Penalty: 5009.273926
	Iteration 128Q: 3 clusters Score -4981968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -4981970.000000 Penalty: 5009.273926
	Iteration 129Q: 3 clusters Score -4981970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -4981962.000000 Penalty: 5009.273926
	Iteration 130Q: 3 clusters Score -4981962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -4981968.500000 Penalty: 5009.273926
	Iteration 131Q: 3 clusters Score -4981968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -4981964.500000 Penalty: 5009.273926
	Iteration 132Q: 3 clusters Score -4981964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4981969.500000 Penalty: 5009.273926
	Iteration 133Q: 3 clusters Score -4981970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4981966.000000 Penalty: 5009.273926
	Iteration 134Q: 3 clusters Score -4981966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4981966.000000 Penalty: 5009.273926
	Iteration 135F: 3 clusters Score -4981966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Entering Unmasked Estep 
Score: -1849978.625000 Penalty: 2265.846680
	Iteration 0F: 2 clusters Score -1849979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1842778.250000 Penalty: 4531.693359
	Iteration 0F: 3 clusters Score -1842778 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1844773.875000 Penalty: 4531.693359
	Iteration 1F: 3 clusters Score -1844774 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1845038.625000 Penalty: 4531.693359
	Iteration 2F: 3 clusters Score -1845039 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1845227.000000 Penalty: 4531.693359
	Iteration 3Q: 3 clusters Score -1845227 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1845382.000000 Penalty: 4531.693359
	Iteration 4Q: 3 clusters Score -1845382 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1845534.000000 Penalty: 4531.693359
	Iteration 5Q: 3 clusters Score -1845534 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1845650.500000 Penalty: 4531.693359
	Iteration 6Q: 3 clusters Score -1845650 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1845734.375000 Penalty: 4531.693359
	Iteration 7Q: 3 clusters Score -1845734 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1845806.250000 Penalty: 4531.693359
	Iteration 8Q: 3 clusters Score -1845806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1845878.125000 Penalty: 4531.693359
	Iteration 9Q: 3 clusters Score -1845878 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1845933.875000 Penalty: 4531.693359
	Iteration 10Q: 3 clusters Score -1845934 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1845985.375000 Penalty: 4531.693359
	Iteration 11Q: 3 clusters Score -1845985 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1846037.625000 Penalty: 4531.693359
	Iteration 12Q: 3 clusters Score -1846038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1846100.000000 Penalty: 4531.693359
	Iteration 13Q: 3 clusters Score -1846100 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1846160.375000 Penalty: 4531.693359
	Iteration 14Q: 3 clusters Score -1846160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1846225.000000 Penalty: 4531.693359
	Iteration 15Q: 3 clusters Score -1846225 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1846287.125000 Penalty: 4531.693359
	Iteration 16Q: 3 clusters Score -1846287 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1846348.000000 Penalty: 4531.693359
	Iteration 17Q: 3 clusters Score -1846348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1846416.000000 Penalty: 4531.693359
	Iteration 18Q: 3 clusters Score -1846416 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1846470.250000 Penalty: 4531.693359
	Iteration 19Q: 3 clusters Score -1846470 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1846537.875000 Penalty: 4531.693359
	Iteration 20F: 3 clusters Score -1846538 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1846598.875000 Penalty: 4531.693359
	Iteration 21Q: 3 clusters Score -1846599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1846665.125000 Penalty: 4531.693359
	Iteration 22Q: 3 clusters Score -1846665 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1846732.625000 Penalty: 4531.693359
	Iteration 23Q: 3 clusters Score -1846733 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1846818.125000 Penalty: 4531.693359
	Iteration 24Q: 3 clusters Score -1846818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1846903.250000 Penalty: 4531.693359
	Iteration 25Q: 3 clusters Score -1846903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1846970.500000 Penalty: 4531.693359
	Iteration 26Q: 3 clusters Score -1846970 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1847054.625000 Penalty: 4531.693359
	Iteration 27Q: 3 clusters Score -1847055 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1847135.625000 Penalty: 4531.693359
	Iteration 28Q: 3 clusters Score -1847136 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1847210.250000 Penalty: 4531.693359
	Iteration 29Q: 3 clusters Score -1847210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1847301.750000 Penalty: 4531.693359
	Iteration 30Q: 3 clusters Score -1847302 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1847375.625000 Penalty: 4531.693359
	Iteration 31Q: 3 clusters Score -1847376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1847440.875000 Penalty: 4531.693359
	Iteration 32Q: 3 clusters Score -1847441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1847504.125000 Penalty: 4531.693359
	Iteration 33Q: 3 clusters Score -1847504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1847573.500000 Penalty: 4531.693359
	Iteration 34Q: 3 clusters Score -1847574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1847625.000000 Penalty: 4531.693359
	Iteration 35Q: 3 clusters Score -1847625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1847655.250000 Penalty: 4531.693359
	Iteration 36Q: 3 clusters Score -1847655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1847677.250000 Penalty: 4531.693359
	Iteration 37Q: 3 clusters Score -1847677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1847709.875000 Penalty: 4531.693359
	Iteration 38Q: 3 clusters Score -1847710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1847735.250000 Penalty: 4531.693359
	Iteration 39Q: 3 clusters Score -1847735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1847762.000000 Penalty: 4531.693359
	Iteration 40F: 3 clusters Score -1847762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1847784.750000 Penalty: 4531.693359
	Iteration 41Q: 3 clusters Score -1847785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1847810.625000 Penalty: 4531.693359
	Iteration 42Q: 3 clusters Score -1847811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1847835.375000 Penalty: 4531.693359
	Iteration 43Q: 3 clusters Score -1847835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1847850.875000 Penalty: 4531.693359
	Iteration 44Q: 3 clusters Score -1847851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1847870.375000 Penalty: 4531.693359
	Iteration 45Q: 3 clusters Score -1847870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1847881.500000 Penalty: 4531.693359
	Iteration 46Q: 3 clusters Score -1847882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1847892.000000 Penalty: 4531.693359
	Iteration 47Q: 3 clusters Score -1847892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1847905.125000 Penalty: 4531.693359
	Iteration 48Q: 3 clusters Score -1847905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1847912.000000 Penalty: 4531.693359
	Iteration 49Q: 3 clusters Score -1847912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1847924.000000 Penalty: 4531.693359
	Iteration 50Q: 3 clusters Score -1847924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1847933.875000 Penalty: 4531.693359
	Iteration 51Q: 3 clusters Score -1847934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1847946.000000 Penalty: 4531.693359
	Iteration 52Q: 3 clusters Score -1847946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1847950.875000 Penalty: 4531.693359
	Iteration 53Q: 3 clusters Score -1847951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1847955.375000 Penalty: 4531.693359
	Iteration 54Q: 3 clusters Score -1847955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1847960.125000 Penalty: 4531.693359
	Iteration 55Q: 3 clusters Score -1847960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1847961.500000 Penalty: 4531.693359
	Iteration 56Q: 3 clusters Score -1847962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1847971.125000 Penalty: 4531.693359
	Iteration 57Q: 3 clusters Score -1847971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1847972.875000 Penalty: 4531.693359
	Iteration 58Q: 3 clusters Score -1847973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1847975.125000 Penalty: 4531.693359
	Iteration 59Q: 3 clusters Score -1847975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1847974.750000 Penalty: 4531.693359
	Iteration 60F: 3 clusters Score -1847975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 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 212 members 
Entering Unmasked Estep 
Score: -54723.808594 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54723.81 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54984.835938 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -54984.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55183.957031 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55183.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55363.085938 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -55363.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55486.648438 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55486.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55539.277344 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55539.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55577.070312 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55577.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55592.441406 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -55592.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55612.691406 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55612.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55644.656250 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55644.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55732.812500 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -55732.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55803.984375 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -55803.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55834.972656 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -55834.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55841.972656 Penalty: 2951.518799
	Iteration 13Q: 3 clusters Score -55841.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55846.628906 Penalty: 2951.518799
	Iteration 14F: 3 clusters Score -55846.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55860.316406 Penalty: 2951.518799
	Iteration 15Q: 3 clusters Score -55860.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55883.078125 Penalty: 2951.518799
	Iteration 16Q: 3 clusters Score -55883.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55937.699219 Penalty: 2951.518799
	Iteration 17Q: 3 clusters Score -55937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56037.144531 Penalty: 2951.518799
	Iteration 18Q: 3 clusters Score -56037.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56090.097656 Penalty: 2951.518799
	Iteration 19Q: 3 clusters Score -56090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56102.578125 Penalty: 2951.518799
	Iteration 20F: 3 clusters Score -56102.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56105.855469 Penalty: 2951.518799
	Iteration 21Q: 3 clusters Score -56105.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56105.855469 Penalty: 2951.518799
	Iteration 22F: 3 clusters Score -56105.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 34516 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19371 members 
Mstep: Class 13 contains 32642 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28157 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24327 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 177 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12664 members 
Mstep: Class 42 contains 28714 members 
Mstep: Class 43 contains 7426 members 
Mstep: Class 44 contains 58924 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14779 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19666 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14834 members 
Mstep: Class 55 contains 28639 members 
Mstep: Class 56 contains 21026 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14545 members 
Mstep: Class 60 contains 31908 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14829 members 
Mstep: Class 63 contains 31136 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18437 members 
Mstep: Class 67 contains 29530 members 
Mstep: Class 68 contains 29070 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28324 members 
Mstep: Class 71 contains 17973 members 
Mstep: Class 72 contains 34915 members 
Mstep: Class 73 contains 207 members 
Entering Unmasked Estep 
Score: -161375056.000000 Penalty: 246934.062500
Splitting cluster 34 changes total score from -161376528.000000 to -161375056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 175 members 
Entering Unmasked Estep 
Score: -45309.785156 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45309.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45495.636719 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45495.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45566.468750 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -45566.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45633.406250 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45633.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45663.476562 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45663.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45669.652344 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -45669.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45676.566406 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -45676.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45676.566406 Penalty: 2868.777344
	Iteration 7F: 3 clusters Score -45676.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -269602.031250 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -269602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -267365.375000 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -267365.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -267786.812500 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -267786.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -267979.937500 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -267979.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -268090.000000 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -268090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -268190.375000 Penalty: 3608.828857
	Iteration 4Q: 3 clusters Score -268190.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -268298.906250 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -268298.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -268399.281250 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -268399.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -268524.875000 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -268524.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -268651.500000 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -268651.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -268752.718750 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -268752.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -268821.093750 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -268821.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -268858.750000 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -268858.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -268883.062500 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -268883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -268896.281250 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -268896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -268904.031250 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -268904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -268910.312500 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -268910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -268921.187500 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -268921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -268928.281250 Penalty: 3608.828857
	Iteration 17Q: 3 clusters Score -268928.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -268936.250000 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -268936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -268942.687500 Penalty: 3608.828857
	Iteration 19Q: 3 clusters Score -268942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -268947.093750 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -268947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -268952.500000 Penalty: 3608.828857
	Iteration 21Q: 3 clusters Score -268952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -268955.500000 Penalty: 3608.828857
	Iteration 22Q: 3 clusters Score -268955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -268956.656250 Penalty: 3608.828857
	Iteration 23Q: 3 clusters Score -268956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -268956.656250 Penalty: 3608.828857
	Iteration 24F: 3 clusters Score -268956.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -520437.687500 Penalty: 1977.257080
	Iteration 0F: 2 clusters Score -520437.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -517285.562500 Penalty: 3954.514160
	Iteration 0F: 3 clusters Score -517285.6 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -518026.000000 Penalty: 3954.514160
	Iteration 1F: 3 clusters Score -518026 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -518214.437500 Penalty: 3954.514160
	Iteration 2F: 3 clusters Score -518214.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -518336.468750 Penalty: 3954.514160
	Iteration 3F: 3 clusters Score -518336.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -518435.187500 Penalty: 3954.514160
	Iteration 4Q: 3 clusters Score -518435.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -518499.156250 Penalty: 3954.514160
	Iteration 5Q: 3 clusters Score -518499.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -518546.125000 Penalty: 3954.514160
	Iteration 6Q: 3 clusters Score -518546.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -518594.000000 Penalty: 3954.514160
	Iteration 7Q: 3 clusters Score -518594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -518632.687500 Penalty: 3954.514160
	Iteration 8Q: 3 clusters Score -518632.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -518668.343750 Penalty: 3954.514160
	Iteration 9Q: 3 clusters Score -518668.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -518706.187500 Penalty: 3954.514160
	Iteration 10Q: 3 clusters Score -518706.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -518753.250000 Penalty: 3954.514160
	Iteration 11Q: 3 clusters Score -518753.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -518794.062500 Penalty: 3954.514160
	Iteration 12Q: 3 clusters Score -518794.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -518836.937500 Penalty: 3954.514160
	Iteration 13Q: 3 clusters Score -518836.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -518887.281250 Penalty: 3954.514160
	Iteration 14Q: 3 clusters Score -518887.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -518923.875000 Penalty: 3954.514160
	Iteration 15Q: 3 clusters Score -518923.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -518954.000000 Penalty: 3954.514160
	Iteration 16Q: 3 clusters Score -518954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -518983.000000 Penalty: 3954.514160
	Iteration 17Q: 3 clusters Score -518983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -519003.812500 Penalty: 3954.514160
	Iteration 18Q: 3 clusters Score -519003.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -519018.312500 Penalty: 3954.514160
	Iteration 19Q: 3 clusters Score -519018.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -519032.031250 Penalty: 3954.514160
	Iteration 20F: 3 clusters Score -519032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -519045.218750 Penalty: 3954.514160
	Iteration 21Q: 3 clusters Score -519045.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -519053.593750 Penalty: 3954.514160
	Iteration 22Q: 3 clusters Score -519053.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -519063.656250 Penalty: 3954.514160
	Iteration 23Q: 3 clusters Score -519063.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -519073.843750 Penalty: 3954.514160
	Iteration 24Q: 3 clusters Score -519073.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -519083.562500 Penalty: 3954.514160
	Iteration 25Q: 3 clusters Score -519083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -519090.156250 Penalty: 3954.514160
	Iteration 26Q: 3 clusters Score -519090.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -519096.218750 Penalty: 3954.514160
	Iteration 27Q: 3 clusters Score -519096.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -519104.218750 Penalty: 3954.514160
	Iteration 28Q: 3 clusters Score -519104.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -519113.531250 Penalty: 3954.514160
	Iteration 29Q: 3 clusters Score -519113.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -519121.218750 Penalty: 3954.514160
	Iteration 30Q: 3 clusters Score -519121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -519129.062500 Penalty: 3954.514160
	Iteration 31Q: 3 clusters Score -519129.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -519131.718750 Penalty: 3954.514160
	Iteration 32Q: 3 clusters Score -519131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -519138.343750 Penalty: 3954.514160
	Iteration 33Q: 3 clusters Score -519138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -519140.843750 Penalty: 3954.514160
	Iteration 34Q: 3 clusters Score -519140.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -519143.937500 Penalty: 3954.514160
	Iteration 35Q: 3 clusters Score -519143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -519144.375000 Penalty: 3954.514160
	Iteration 36Q: 3 clusters Score -519144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -519146.093750 Penalty: 3954.514160
	Iteration 37Q: 3 clusters Score -519146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -519147.593750 Penalty: 3954.514160
	Iteration 38Q: 3 clusters Score -519147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -519147.687500 Penalty: 3954.514160
	Iteration 39Q: 3 clusters Score -519147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -519147.968750 Penalty: 3954.514160
	Iteration 40F: 3 clusters Score -519148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -76334.054688 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -76334.05 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 258 members 
Entering Unmasked Estep 
Score: -74870.546875 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -74870.55 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75101.531250 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -75101.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75164.187500 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -75164.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75193.757812 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -75193.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75206.765625 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -75206.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75239.796875 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -75239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75296.390625 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -75296.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75348.671875 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -75348.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75369.515625 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -75369.52 nChanged 5
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: -75383.960938 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -75383.96 nChanged 4
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: -75389.289062 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -75389.29 nChanged 2
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: -75391.507812 Penalty: 3071.411621
	Iteration 11Q: 3 clusters Score -75391.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75392.117188 Penalty: 3071.411621
	Iteration 12Q: 3 clusters Score -75392.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75392.117188 Penalty: 3071.411621
	Iteration 13F: 3 clusters Score -75392.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 199 members 
Entering Unmasked Estep 
Score: -47855.585938 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47855.59 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48129.531250 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48129.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48249.953125 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48249.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48321.554688 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -48321.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48360.515625 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48360.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48401.281250 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48401.28 nChanged 10
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: -48464.210938 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48464.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48557.136719 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -48557.14 nChanged 5
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: -48579.265625 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -48579.27 nChanged 7
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: -48601.558594 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -48601.56 nChanged 4
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: -48615.609375 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -48615.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48640.976562 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -48640.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48648.414062 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -48648.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48656.125000 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -48656.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48698.015625 Penalty: 2975.472656
	Iteration 14Q: 3 clusters Score -48698.02 nChanged 3
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: -48718.218750 Penalty: 2975.472656
	Iteration 15Q: 3 clusters Score -48718.22 nChanged 1
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: -48720.769531 Penalty: 2975.472656
	Iteration 16Q: 3 clusters Score -48720.77 nChanged 0
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: -48720.769531 Penalty: 2975.472656
	Iteration 17F: 3 clusters Score -48720.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 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 410 members 
Entering Unmasked Estep 
Score: -132201.437500 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132201.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -132470.062500 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132470.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -132541.484375 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132541.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -132602.765625 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -132602.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132652.562500 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -132652.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132761.718750 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -132761.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -132896.734375 Penalty: 3314.947021
	Iteration 6F: 3 clusters Score -132896.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132997.453125 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -132997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133053.218750 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -133053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133097.515625 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -133097.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133187.062500 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -133187.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133300.390625 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -133300.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133380.000000 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -133380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133438.968750 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -133439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133506.187500 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -133506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133544.281250 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -133544.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133563.187500 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -133563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133569.234375 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -133569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133579.234375 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -133579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133582.359375 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -133582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133584.812500 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -133584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133588.734375 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -133588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133592.765625 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -133592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133594.187500 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -133594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133594.187500 Penalty: 3314.947021
	Iteration 24F: 3 clusters Score -133594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -2645569.750000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -2645570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2636364.000000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -2636364 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2639115.000000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -2639115 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2639415.000000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -2639415 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2639691.500000 Penalty: 4685.473145
	Iteration 3Q: 3 clusters Score -2639692 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2639982.750000 Penalty: 4685.473145
	Iteration 4Q: 3 clusters Score -2639983 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2640326.500000 Penalty: 4685.473145
	Iteration 5Q: 3 clusters Score -2640326 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2640703.500000 Penalty: 4685.473145
	Iteration 6Q: 3 clusters Score -2640704 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2641114.500000 Penalty: 4685.473145
	Iteration 7F: 3 clusters Score -2641114 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2641606.000000 Penalty: 4685.473145
	Iteration 8F: 3 clusters Score -2641606 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2642135.750000 Penalty: 4685.473145
	Iteration 9F: 3 clusters Score -2642136 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2642669.750000 Penalty: 4685.473145
	Iteration 10F: 3 clusters Score -2642670 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2643131.750000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -2643132 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2643466.750000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -2643467 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2643662.000000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -2643662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2643771.000000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -2643771 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2643832.000000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -2643832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2643857.750000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -2643858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2643871.500000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -2643872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2643877.000000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -2643877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2643881.750000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -2643882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2643885.250000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -2643885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2643892.750000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -2643893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2643897.500000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -2643898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2643901.750000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -2643902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2643908.750000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -2643909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2643912.250000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -2643912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2643920.500000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -2643920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2643921.750000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -2643922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2643927.750000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -2643928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2643926.250000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -2643926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2643928.500000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -2643928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2643926.000000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -2643926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2643925.000000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -2643925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2643924.000000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -2643924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2643926.000000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -2643926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2643934.500000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -2643934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2643930.750000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -2643931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2643927.250000 Penalty: 4685.473145
	Iteration 37Q: 3 clusters Score -2643927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2643928.750000 Penalty: 4685.473145
	Iteration 38Q: 3 clusters Score -2643929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2643931.500000 Penalty: 4685.473145
	Iteration 39Q: 3 clusters Score -2643932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2643929.750000 Penalty: 4685.473145
	Iteration 40F: 3 clusters Score -2643930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2643926.250000 Penalty: 4685.473145
	Iteration 41Q: 3 clusters Score -2643926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2643923.500000 Penalty: 4685.473145
	Iteration 42Q: 3 clusters Score -2643924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2643932.250000 Penalty: 4685.473145
	Iteration 43Q: 3 clusters Score -2643932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2643925.500000 Penalty: 4685.473145
	Iteration 44Q: 3 clusters Score -2643926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2643928.250000 Penalty: 4685.473145
	Iteration 45Q: 3 clusters Score -2643928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2643934.750000 Penalty: 4685.473145
	Iteration 46Q: 3 clusters Score -2643935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2643936.750000 Penalty: 4685.473145
	Iteration 47Q: 3 clusters Score -2643937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2643938.250000 Penalty: 4685.473145
	Iteration 48Q: 3 clusters Score -2643938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2643935.750000 Penalty: 4685.473145
	Iteration 49Q: 3 clusters Score -2643936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2643931.500000 Penalty: 4685.473145
	Iteration 50Q: 3 clusters Score -2643932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2643936.500000 Penalty: 4685.473145
	Iteration 51Q: 3 clusters Score -2643936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2643936.500000 Penalty: 4685.473145
	Iteration 52F: 3 clusters Score -2643936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (28714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Entering Unmasked Estep 
Score: -5582632.000000 Penalty: 2545.754883
	Iteration 0F: 2 clusters Score -5582632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -5563368.500000 Penalty: 5091.509766
	Iteration 0F: 3 clusters Score -5563368 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -5570322.500000 Penalty: 5091.509766
	Iteration 1F: 3 clusters Score -5570322 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -5570702.000000 Penalty: 5091.509766
	Iteration 2Q: 3 clusters Score -5570702 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5570999.000000 Penalty: 5091.509766
	Iteration 3Q: 3 clusters Score -5570999 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5571273.500000 Penalty: 5091.509766
	Iteration 4Q: 3 clusters Score -5571274 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -5571551.000000 Penalty: 5091.509766
	Iteration 5Q: 3 clusters Score -5571551 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -5571808.000000 Penalty: 5091.509766
	Iteration 6Q: 3 clusters Score -5571808 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -5572151.500000 Penalty: 5091.509766
	Iteration 7Q: 3 clusters Score -5572152 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5572578.000000 Penalty: 5091.509766
	Iteration 8Q: 3 clusters Score -5572578 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -5573142.500000 Penalty: 5091.509766
	Iteration 9Q: 3 clusters Score -5573142 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -5573869.000000 Penalty: 5091.509766
	Iteration 10Q: 3 clusters Score -5573869 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -5574809.000000 Penalty: 5091.509766
	Iteration 11F: 3 clusters Score -5574809 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5575943.000000 Penalty: 5091.509766
	Iteration 12F: 3 clusters Score -5575943 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5577071.500000 Penalty: 5091.509766
	Iteration 13Q: 3 clusters Score -5577072 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5577961.000000 Penalty: 5091.509766
	Iteration 14Q: 3 clusters Score -5577961 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5578855.500000 Penalty: 5091.509766
	Iteration 15Q: 3 clusters Score -5578856 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5579346.000000 Penalty: 5091.509766
	Iteration 16Q: 3 clusters Score -5579346 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5579598.000000 Penalty: 5091.509766
	Iteration 17Q: 3 clusters Score -5579598 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5579764.500000 Penalty: 5091.509766
	Iteration 18Q: 3 clusters Score -5579764 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5579860.000000 Penalty: 5091.509766
	Iteration 19Q: 3 clusters Score -5579860 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5579934.500000 Penalty: 5091.509766
	Iteration 20F: 3 clusters Score -5579934 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5579985.500000 Penalty: 5091.509766
	Iteration 21Q: 3 clusters Score -5579986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5580044.000000 Penalty: 5091.509766
	Iteration 22Q: 3 clusters Score -5580044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5580076.500000 Penalty: 5091.509766
	Iteration 23Q: 3 clusters Score -5580076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5580124.500000 Penalty: 5091.509766
	Iteration 24Q: 3 clusters Score -5580124 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5580145.500000 Penalty: 5091.509766
	Iteration 25Q: 3 clusters Score -5580146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5580153.500000 Penalty: 5091.509766
	Iteration 26Q: 3 clusters Score -5580154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5580192.500000 Penalty: 5091.509766
	Iteration 27Q: 3 clusters Score -5580192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5580222.000000 Penalty: 5091.509766
	Iteration 28Q: 3 clusters Score -5580222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5580238.500000 Penalty: 5091.509766
	Iteration 29Q: 3 clusters Score -5580238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5580266.000000 Penalty: 5091.509766
	Iteration 30Q: 3 clusters Score -5580266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5580274.000000 Penalty: 5091.509766
	Iteration 31Q: 3 clusters Score -5580274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5580286.000000 Penalty: 5091.509766
	Iteration 32Q: 3 clusters Score -5580286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5580323.000000 Penalty: 5091.509766
	Iteration 33Q: 3 clusters Score -5580323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5580338.000000 Penalty: 5091.509766
	Iteration 34Q: 3 clusters Score -5580338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5580350.000000 Penalty: 5091.509766
	Iteration 35Q: 3 clusters Score -5580350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5580350.000000 Penalty: 5091.509766
	Iteration 36Q: 3 clusters Score -5580350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5580369.000000 Penalty: 5091.509766
	Iteration 37Q: 3 clusters Score -5580369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5580367.500000 Penalty: 5091.509766
	Iteration 38Q: 3 clusters Score -5580368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5580395.000000 Penalty: 5091.509766
	Iteration 39Q: 3 clusters Score -5580395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5580385.000000 Penalty: 5091.509766
	Iteration 40F: 3 clusters Score -5580385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5580397.000000 Penalty: 5091.509766
	Iteration 41Q: 3 clusters Score -5580397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5580403.000000 Penalty: 5091.509766
	Iteration 42Q: 3 clusters Score -5580403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5580412.000000 Penalty: 5091.509766
	Iteration 43Q: 3 clusters Score -5580412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5580415.500000 Penalty: 5091.509766
	Iteration 44Q: 3 clusters Score -5580416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5580409.500000 Penalty: 5091.509766
	Iteration 45Q: 3 clusters Score -5580410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5580410.000000 Penalty: 5091.509766
	Iteration 46Q: 3 clusters Score -5580410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5580409.500000 Penalty: 5091.509766
	Iteration 47Q: 3 clusters Score -5580410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5580405.000000 Penalty: 5091.509766
	Iteration 48Q: 3 clusters Score -5580405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5580406.000000 Penalty: 5091.509766
	Iteration 49Q: 3 clusters Score -5580406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5580400.000000 Penalty: 5091.509766
	Iteration 50Q: 3 clusters Score -5580400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5580406.000000 Penalty: 5091.509766
	Iteration 51Q: 3 clusters Score -5580406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5580395.000000 Penalty: 5091.509766
	Iteration 52Q: 3 clusters Score -5580395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5580404.000000 Penalty: 5091.509766
	Iteration 53Q: 3 clusters Score -5580404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5580404.500000 Penalty: 5091.509766
	Iteration 54Q: 3 clusters Score -5580404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5580406.000000 Penalty: 5091.509766
	Iteration 55Q: 3 clusters Score -5580406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5580396.000000 Penalty: 5091.509766
	Iteration 56Q: 3 clusters Score -5580396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5580399.000000 Penalty: 5091.509766
	Iteration 57Q: 3 clusters Score -5580399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5580406.500000 Penalty: 5091.509766
	Iteration 58Q: 3 clusters Score -5580406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5580402.500000 Penalty: 5091.509766
	Iteration 59Q: 3 clusters Score -5580402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5580402.000000 Penalty: 5091.509766
	Iteration 60F: 3 clusters Score -5580402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5580399.000000 Penalty: 5091.509766
	Iteration 61Q: 3 clusters Score -5580399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5580400.500000 Penalty: 5091.509766
	Iteration 62Q: 3 clusters Score -5580400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5580401.500000 Penalty: 5091.509766
	Iteration 63Q: 3 clusters Score -5580402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5580401.500000 Penalty: 5091.509766
	Iteration 64F: 3 clusters Score -5580402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -1434579.625000 Penalty: 2210.360107
	Iteration 0F: 2 clusters Score -1434580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1428609.500000 Penalty: 4420.720215
	Iteration 0F: 3 clusters Score -1428610 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1430266.250000 Penalty: 4420.720215
	Iteration 1F: 3 clusters Score -1430266 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1430614.125000 Penalty: 4420.720215
	Iteration 2F: 3 clusters Score -1430614 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1430912.625000 Penalty: 4420.720215
	Iteration 3F: 3 clusters Score -1430913 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1431191.375000 Penalty: 4420.720215
	Iteration 4Q: 3 clusters Score -1431191 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1431451.250000 Penalty: 4420.720215
	Iteration 5Q: 3 clusters Score -1431451 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1431690.500000 Penalty: 4420.720215
	Iteration 6Q: 3 clusters Score -1431690 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1431920.500000 Penalty: 4420.720215
	Iteration 7Q: 3 clusters Score -1431920 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1432123.500000 Penalty: 4420.720215
	Iteration 8Q: 3 clusters Score -1432124 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1432348.875000 Penalty: 4420.720215
	Iteration 9Q: 3 clusters Score -1432349 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1432545.625000 Penalty: 4420.720215
	Iteration 10Q: 3 clusters Score -1432546 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1432726.625000 Penalty: 4420.720215
	Iteration 11Q: 3 clusters Score -1432727 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1432864.750000 Penalty: 4420.720215
	Iteration 12Q: 3 clusters Score -1432865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1432961.000000 Penalty: 4420.720215
	Iteration 13Q: 3 clusters Score -1432961 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1433014.500000 Penalty: 4420.720215
	Iteration 14Q: 3 clusters Score -1433014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1433049.375000 Penalty: 4420.720215
	Iteration 15Q: 3 clusters Score -1433049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1433071.875000 Penalty: 4420.720215
	Iteration 16Q: 3 clusters Score -1433072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1433081.250000 Penalty: 4420.720215
	Iteration 17Q: 3 clusters Score -1433081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1433086.500000 Penalty: 4420.720215
	Iteration 18Q: 3 clusters Score -1433086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1433093.500000 Penalty: 4420.720215
	Iteration 19Q: 3 clusters Score -1433094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1433099.625000 Penalty: 4420.720215
	Iteration 20F: 3 clusters Score -1433100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1433104.625000 Penalty: 4420.720215
	Iteration 21Q: 3 clusters Score -1433105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1433108.500000 Penalty: 4420.720215
	Iteration 22Q: 3 clusters Score -1433108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1433114.375000 Penalty: 4420.720215
	Iteration 23Q: 3 clusters Score -1433114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1433117.000000 Penalty: 4420.720215
	Iteration 24Q: 3 clusters Score -1433117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1433119.000000 Penalty: 4420.720215
	Iteration 25Q: 3 clusters Score -1433119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1433120.750000 Penalty: 4420.720215
	Iteration 26Q: 3 clusters Score -1433121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1433121.375000 Penalty: 4420.720215
	Iteration 27Q: 3 clusters Score -1433121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1433125.375000 Penalty: 4420.720215
	Iteration 28Q: 3 clusters Score -1433125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1433127.000000 Penalty: 4420.720215
	Iteration 29Q: 3 clusters Score -1433127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1433130.125000 Penalty: 4420.720215
	Iteration 30Q: 3 clusters Score -1433130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1433127.125000 Penalty: 4420.720215
	Iteration 31Q: 3 clusters Score -1433127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1433130.750000 Penalty: 4420.720215
	Iteration 32Q: 3 clusters Score -1433131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1433132.375000 Penalty: 4420.720215
	Iteration 33Q: 3 clusters Score -1433132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1433133.000000 Penalty: 4420.720215
	Iteration 34Q: 3 clusters Score -1433133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1433134.000000 Penalty: 4420.720215
	Iteration 35Q: 3 clusters Score -1433134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1433134.000000 Penalty: 4420.720215
	Iteration 36F: 3 clusters Score -1433134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (58924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Entering Unmasked Estep 
Score: -10994132.000000 Penalty: 2724.032959
	Iteration 0F: 2 clusters Score -1.099413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -10955245.000000 Penalty: 5448.065918
	Iteration 0F: 3 clusters Score -1.095524e+07 nChanged 27555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -10970445.000000 Penalty: 5448.065918
	Iteration 1F: 3 clusters Score -1.097044e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -10970860.000000 Penalty: 5448.065918
	Iteration 2Q: 3 clusters Score -1.097086e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -10971371.000000 Penalty: 5448.065918
	Iteration 3Q: 3 clusters Score -1.097137e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -10972038.000000 Penalty: 5448.065918
	Iteration 4Q: 3 clusters Score -1.097204e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -10972954.000000 Penalty: 5448.065918
	Iteration 5Q: 3 clusters Score -1.097295e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -10974507.000000 Penalty: 5448.065918
	Iteration 6F: 3 clusters Score -1.097451e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -10976983.000000 Penalty: 5448.065918
	Iteration 7F: 3 clusters Score -1.097698e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -10980626.000000 Penalty: 5448.065918
	Iteration 8F: 3 clusters Score -1.098063e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -10984895.000000 Penalty: 5448.065918
	Iteration 9F: 3 clusters Score -1.09849e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -10988448.000000 Penalty: 5448.065918
	Iteration 10F: 3 clusters Score -1.098845e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10990417.000000 Penalty: 5448.065918
	Iteration 11Q: 3 clusters Score -1.099042e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10991208.000000 Penalty: 5448.065918
	Iteration 12Q: 3 clusters Score -1.099121e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10991522.000000 Penalty: 5448.065918
	Iteration 13Q: 3 clusters Score -1.099152e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10991624.000000 Penalty: 5448.065918
	Iteration 14Q: 3 clusters Score -1.099162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10991663.000000 Penalty: 5448.065918
	Iteration 15Q: 3 clusters Score -1.099166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10991693.000000 Penalty: 5448.065918
	Iteration 16Q: 3 clusters Score -1.099169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10991729.000000 Penalty: 5448.065918
	Iteration 17Q: 3 clusters Score -1.099173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10991740.000000 Penalty: 5448.065918
	Iteration 18Q: 3 clusters Score -1.099174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10991750.000000 Penalty: 5448.065918
	Iteration 19Q: 3 clusters Score -1.099175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10991752.000000 Penalty: 5448.065918
	Iteration 20F: 3 clusters Score -1.099175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 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 145 members 
Entering Unmasked Estep 
Score: -26738.486328 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26738.49 nChanged 54
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: -26859.851562 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26859.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26909.265625 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26909.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26961.083984 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -26961.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27022.101562 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -27022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27083.285156 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27083.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27109.437500 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27109.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27125.277344 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -27125.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27131.441406 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -27131.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27131.441406 Penalty: 2832.371582
	Iteration 9F: 3 clusters Score -27131.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Entering Unmasked Estep 
Score: -2966577.000000 Penalty: 2381.038818
	Iteration 0F: 2 clusters Score -2966577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2956038.500000 Penalty: 4762.077637
	Iteration 0F: 3 clusters Score -2956038 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2959465.250000 Penalty: 4762.077637
	Iteration 1F: 3 clusters Score -2959465 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2959817.750000 Penalty: 4762.077637
	Iteration 2F: 3 clusters Score -2959818 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2960076.250000 Penalty: 4762.077637
	Iteration 3Q: 3 clusters Score -2960076 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2960313.500000 Penalty: 4762.077637
	Iteration 4Q: 3 clusters Score -2960314 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2960541.250000 Penalty: 4762.077637
	Iteration 5Q: 3 clusters Score -2960541 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2960716.000000 Penalty: 4762.077637
	Iteration 6Q: 3 clusters Score -2960716 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2960864.750000 Penalty: 4762.077637
	Iteration 7Q: 3 clusters Score -2960865 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2961053.500000 Penalty: 4762.077637
	Iteration 8Q: 3 clusters Score -2961054 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2961254.000000 Penalty: 4762.077637
	Iteration 9Q: 3 clusters Score -2961254 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2961503.000000 Penalty: 4762.077637
	Iteration 10Q: 3 clusters Score -2961503 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2961839.750000 Penalty: 4762.077637
	Iteration 11Q: 3 clusters Score -2961840 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2962215.250000 Penalty: 4762.077637
	Iteration 12Q: 3 clusters Score -2962215 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2962657.750000 Penalty: 4762.077637
	Iteration 13Q: 3 clusters Score -2962658 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2963135.750000 Penalty: 4762.077637
	Iteration 14Q: 3 clusters Score -2963136 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2963485.500000 Penalty: 4762.077637
	Iteration 15Q: 3 clusters Score -2963486 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2963756.500000 Penalty: 4762.077637
	Iteration 16Q: 3 clusters Score -2963756 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2963913.000000 Penalty: 4762.077637
	Iteration 17Q: 3 clusters Score -2963913 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2964033.250000 Penalty: 4762.077637
	Iteration 18Q: 3 clusters Score -2964033 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2964127.250000 Penalty: 4762.077637
	Iteration 19Q: 3 clusters Score -2964127 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2964210.250000 Penalty: 4762.077637
	Iteration 20F: 3 clusters Score -2964210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2964268.750000 Penalty: 4762.077637
	Iteration 21Q: 3 clusters Score -2964269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2964306.000000 Penalty: 4762.077637
	Iteration 22Q: 3 clusters Score -2964306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2964335.250000 Penalty: 4762.077637
	Iteration 23Q: 3 clusters Score -2964335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2964369.250000 Penalty: 4762.077637
	Iteration 24Q: 3 clusters Score -2964369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2964391.250000 Penalty: 4762.077637
	Iteration 25Q: 3 clusters Score -2964391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2964412.750000 Penalty: 4762.077637
	Iteration 26Q: 3 clusters Score -2964413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2964426.500000 Penalty: 4762.077637
	Iteration 27Q: 3 clusters Score -2964426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2964425.750000 Penalty: 4762.077637
	Iteration 28Q: 3 clusters Score -2964426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2964433.750000 Penalty: 4762.077637
	Iteration 29Q: 3 clusters Score -2964434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2964443.250000 Penalty: 4762.077637
	Iteration 30Q: 3 clusters Score -2964443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2964448.000000 Penalty: 4762.077637
	Iteration 31Q: 3 clusters Score -2964448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2964447.500000 Penalty: 4762.077637
	Iteration 32Q: 3 clusters Score -2964448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2964453.750000 Penalty: 4762.077637
	Iteration 33Q: 3 clusters Score -2964454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2964459.250000 Penalty: 4762.077637
	Iteration 34Q: 3 clusters Score -2964459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2964458.250000 Penalty: 4762.077637
	Iteration 35Q: 3 clusters Score -2964458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2964460.250000 Penalty: 4762.077637
	Iteration 36Q: 3 clusters Score -2964460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2964457.000000 Penalty: 4762.077637
	Iteration 37Q: 3 clusters Score -2964457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2964460.250000 Penalty: 4762.077637
	Iteration 38Q: 3 clusters Score -2964460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2964459.000000 Penalty: 4762.077637
	Iteration 39Q: 3 clusters Score -2964459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2964463.500000 Penalty: 4762.077637
	Iteration 40F: 3 clusters Score -2964464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2964470.500000 Penalty: 4762.077637
	Iteration 41Q: 3 clusters Score -2964470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2964469.000000 Penalty: 4762.077637
	Iteration 42Q: 3 clusters Score -2964469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2964474.000000 Penalty: 4762.077637
	Iteration 43Q: 3 clusters Score -2964474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2964470.250000 Penalty: 4762.077637
	Iteration 44Q: 3 clusters Score -2964470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2964471.000000 Penalty: 4762.077637
	Iteration 45Q: 3 clusters Score -2964471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2964471.750000 Penalty: 4762.077637
	Iteration 46Q: 3 clusters Score -2964472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2964470.250000 Penalty: 4762.077637
	Iteration 47Q: 3 clusters Score -2964470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2964475.500000 Penalty: 4762.077637
	Iteration 48Q: 3 clusters Score -2964476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2964474.000000 Penalty: 4762.077637
	Iteration 49Q: 3 clusters Score -2964474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2964475.500000 Penalty: 4762.077637
	Iteration 50Q: 3 clusters Score -2964476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2964475.000000 Penalty: 4762.077637
	Iteration 51Q: 3 clusters Score -2964475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2964477.750000 Penalty: 4762.077637
	Iteration 52Q: 3 clusters Score -2964478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2964480.250000 Penalty: 4762.077637
	Iteration 53Q: 3 clusters Score -2964480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2964480.250000 Penalty: 4762.077637
	Iteration 54F: 3 clusters Score -2964480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -497224.312500 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -497224.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -494223.750000 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -494223.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -494813.062500 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -494813.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -494954.000000 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -494954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -495054.531250 Penalty: 3907.188965
	Iteration 3Q: 3 clusters Score -495054.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -495128.968750 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -495129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -495179.937500 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -495179.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -495221.906250 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -495221.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -495254.750000 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -495254.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -495281.437500 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -495281.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -495315.093750 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -495315.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -495335.687500 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -495335.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -495352.875000 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -495352.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -495368.656250 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -495368.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -495375.062500 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -495375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -495379.312500 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -495379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -495382.406250 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -495382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -495384.468750 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -495384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -495386.187500 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -495386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -495387.625000 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -495387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -495388.843750 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -495388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -495389.687500 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -495389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -495389.562500 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -495389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -495389.562500 Penalty: 3907.188965
	Iteration 22F: 3 clusters Score -495389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (41375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Entering Unmasked Estep 
Score: -8106184.500000 Penalty: 2636.347168
	Iteration 0F: 2 clusters Score -8106184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -8078274.000000 Penalty: 5272.694336
	Iteration 0F: 3 clusters Score -8078274 nChanged 19023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -8088826.000000 Penalty: 5272.694336
	Iteration 1F: 3 clusters Score -8088826 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -8089383.500000 Penalty: 5272.694336
	Iteration 2Q: 3 clusters Score -8089384 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -8090220.000000 Penalty: 5272.694336
	Iteration 3Q: 3 clusters Score -8090220 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -8091072.000000 Penalty: 5272.694336
	Iteration 4Q: 3 clusters Score -8091072 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8092262.500000 Penalty: 5272.694336
	Iteration 5F: 3 clusters Score -8092262 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -8093483.500000 Penalty: 5272.694336
	Iteration 6F: 3 clusters Score -8093484 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -8094678.500000 Penalty: 5272.694336
	Iteration 7F: 3 clusters Score -8094678 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -8095770.500000 Penalty: 5272.694336
	Iteration 8F: 3 clusters Score -8095770 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -8096786.000000 Penalty: 5272.694336
	Iteration 9Q: 3 clusters Score -8096786 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -8097735.500000 Penalty: 5272.694336
	Iteration 10Q: 3 clusters Score -8097736 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -8098692.000000 Penalty: 5272.694336
	Iteration 11Q: 3 clusters Score -8098692 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -8099521.000000 Penalty: 5272.694336
	Iteration 12Q: 3 clusters Score -8099521 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -8100238.000000 Penalty: 5272.694336
	Iteration 13Q: 3 clusters Score -8100238 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -8101021.000000 Penalty: 5272.694336
	Iteration 14Q: 3 clusters Score -8101021 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -8101894.500000 Penalty: 5272.694336
	Iteration 15Q: 3 clusters Score -8101894 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -8102628.500000 Penalty: 5272.694336
	Iteration 16Q: 3 clusters Score -8102628 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -8103221.000000 Penalty: 5272.694336
	Iteration 17Q: 3 clusters Score -8103221 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -8103554.000000 Penalty: 5272.694336
	Iteration 18Q: 3 clusters Score -8103554 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -8103795.000000 Penalty: 5272.694336
	Iteration 19Q: 3 clusters Score -8103795 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -8103977.000000 Penalty: 5272.694336
	Iteration 20F: 3 clusters Score -8103977 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -8104156.000000 Penalty: 5272.694336
	Iteration 21Q: 3 clusters Score -8104156 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -8104286.500000 Penalty: 5272.694336
	Iteration 22Q: 3 clusters Score -8104286 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -8104353.500000 Penalty: 5272.694336
	Iteration 23Q: 3 clusters Score -8104354 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -8104430.500000 Penalty: 5272.694336
	Iteration 24Q: 3 clusters Score -8104430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -8104485.500000 Penalty: 5272.694336
	Iteration 25Q: 3 clusters Score -8104486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -8104523.500000 Penalty: 5272.694336
	Iteration 26Q: 3 clusters Score -8104524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -8104552.000000 Penalty: 5272.694336
	Iteration 27Q: 3 clusters Score -8104552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -8104586.500000 Penalty: 5272.694336
	Iteration 28Q: 3 clusters Score -8104586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -8104608.000000 Penalty: 5272.694336
	Iteration 29Q: 3 clusters Score -8104608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -8104623.500000 Penalty: 5272.694336
	Iteration 30Q: 3 clusters Score -8104624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -8104628.500000 Penalty: 5272.694336
	Iteration 31Q: 3 clusters Score -8104628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -8104637.000000 Penalty: 5272.694336
	Iteration 32Q: 3 clusters Score -8104637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -8104653.500000 Penalty: 5272.694336
	Iteration 33Q: 3 clusters Score -8104654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -8104645.500000 Penalty: 5272.694336
	Iteration 34Q: 3 clusters Score -8104646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -8104654.000000 Penalty: 5272.694336
	Iteration 35Q: 3 clusters Score -8104654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -8104656.000000 Penalty: 5272.694336
	Iteration 36Q: 3 clusters Score -8104656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -8104650.500000 Penalty: 5272.694336
	Iteration 37Q: 3 clusters Score -8104650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -8104656.000000 Penalty: 5272.694336
	Iteration 38Q: 3 clusters Score -8104656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -8104654.500000 Penalty: 5272.694336
	Iteration 39Q: 3 clusters Score -8104654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -8104656.000000 Penalty: 5272.694336
	Iteration 40F: 3 clusters Score -8104656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -8104664.500000 Penalty: 5272.694336
	Iteration 41Q: 3 clusters Score -8104664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -8104663.000000 Penalty: 5272.694336
	Iteration 42Q: 3 clusters Score -8104663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -8104646.500000 Penalty: 5272.694336
	Iteration 43Q: 3 clusters Score -8104646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -8104658.500000 Penalty: 5272.694336
	Iteration 44Q: 3 clusters Score -8104658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -8104662.500000 Penalty: 5272.694336
	Iteration 45Q: 3 clusters Score -8104662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -8104658.500000 Penalty: 5272.694336
	Iteration 46Q: 3 clusters Score -8104658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -8104658.500000 Penalty: 5272.694336
	Iteration 47F: 3 clusters Score -8104658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97696.750000 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97696.75 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97914.296875 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97914.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -98008.914062 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -98008.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -98123.250000 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -98123.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -98192.664062 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -98192.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -98241.984375 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -98241.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -98264.343750 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -98264.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -98280.835938 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -98280.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -98302.882812 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -98302.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -98327.304688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -98327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -98371.257812 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -98371.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -98406.562500 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -98406.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -98423.671875 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -98423.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -98452.593750 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -98452.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -98469.351562 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -98469.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -98485.492188 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -98485.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -98507.750000 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -98507.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -98517.671875 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -98517.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -98521.367188 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -98521.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -98523.437500 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -98523.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -98526.757812 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -98526.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -98542.976562 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -98542.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -98563.367188 Penalty: 3152.629395
	Iteration 22Q: 3 clusters Score -98563.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -98568.593750 Penalty: 3152.629395
	Iteration 23Q: 3 clusters Score -98568.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -98570.750000 Penalty: 3152.629395
	Iteration 24Q: 3 clusters Score -98570.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -98572.335938 Penalty: 3152.629395
	Iteration 25Q: 3 clusters Score -98572.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -98572.335938 Penalty: 3152.629395
	Iteration 26F: 3 clusters Score -98572.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -431241.906250 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -431241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -428372.062500 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -428372.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -429042.156250 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -429042.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -429251.156250 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -429251.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -429391.156250 Penalty: 3869.489990
	Iteration 3F: 3 clusters Score -429391.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -429480.250000 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -429480.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -429548.937500 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -429548.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -429592.218750 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -429592.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -429641.125000 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -429641.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -429693.156250 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -429693.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -429749.937500 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -429749.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -429786.375000 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -429786.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -429824.843750 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -429824.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -429847.968750 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -429848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -429861.843750 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -429861.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -429868.437500 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -429868.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -429876.875000 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -429876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -429889.031250 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -429889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -429903.687500 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -429903.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -429917.906250 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -429917.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -429939.093750 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -429939.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -429970.687500 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -429970.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -430029.437500 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -430029.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -430100.500000 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -430100.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -430169.781250 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -430169.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -430236.250000 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -430236.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -430337.812500 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -430337.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -430452.531250 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -430452.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -430558.906250 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -430558.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -430664.593750 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -430664.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -430772.312500 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -430772.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -430848.937500 Penalty: 3869.489990
	Iteration 30Q: 3 clusters Score -430848.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -430890.562500 Penalty: 3869.489990
	Iteration 31Q: 3 clusters Score -430890.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -430915.968750 Penalty: 3869.489990
	Iteration 32Q: 3 clusters Score -430916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -430927.656250 Penalty: 3869.489990
	Iteration 33Q: 3 clusters Score -430927.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -430932.093750 Penalty: 3869.489990
	Iteration 34Q: 3 clusters Score -430932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -430935.000000 Penalty: 3869.489990
	Iteration 35Q: 3 clusters Score -430935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -430935.437500 Penalty: 3869.489990
	Iteration 36Q: 3 clusters Score -430935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -430941.437500 Penalty: 3869.489990
	Iteration 37F: 3 clusters Score -430941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -430942.812500 Penalty: 3869.489990
	Iteration 38Q: 3 clusters Score -430942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -430943.687500 Penalty: 3869.489990
	Iteration 39Q: 3 clusters Score -430943.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -430943.687500 Penalty: 3869.489990
	Iteration 40F: 3 clusters Score -430943.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Entering Unmasked Estep 
Score: -4146785.750000 Penalty: 2451.888184
	Iteration 0F: 2 clusters Score -4146786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -4134880.500000 Penalty: 4903.776367
	Iteration 0F: 3 clusters Score -4134880 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4139614.750000 Penalty: 4903.776367
	Iteration 1F: 3 clusters Score -4139615 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4139969.250000 Penalty: 4903.776367
	Iteration 2F: 3 clusters Score -4139969 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4140256.750000 Penalty: 4903.776367
	Iteration 3Q: 3 clusters Score -4140257 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4140501.000000 Penalty: 4903.776367
	Iteration 4Q: 3 clusters Score -4140501 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4140723.750000 Penalty: 4903.776367
	Iteration 5Q: 3 clusters Score -4140724 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4140975.000000 Penalty: 4903.776367
	Iteration 6Q: 3 clusters Score -4140975 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -4141283.750000 Penalty: 4903.776367
	Iteration 7Q: 3 clusters Score -4141284 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -4141664.750000 Penalty: 4903.776367
	Iteration 8Q: 3 clusters Score -4141665 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -4142137.750000 Penalty: 4903.776367
	Iteration 9F: 3 clusters Score -4142138 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -4142564.500000 Penalty: 4903.776367
	Iteration 10F: 3 clusters Score -4142564 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4143000.750000 Penalty: 4903.776367
	Iteration 11F: 3 clusters Score -4143001 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4143386.500000 Penalty: 4903.776367
	Iteration 12Q: 3 clusters Score -4143386 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4143706.000000 Penalty: 4903.776367
	Iteration 13Q: 3 clusters Score -4143706 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4143968.750000 Penalty: 4903.776367
	Iteration 14Q: 3 clusters Score -4143969 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4144134.000000 Penalty: 4903.776367
	Iteration 15Q: 3 clusters Score -4144134 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4144276.250000 Penalty: 4903.776367
	Iteration 16Q: 3 clusters Score -4144276 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -4144375.250000 Penalty: 4903.776367
	Iteration 17Q: 3 clusters Score -4144375 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4144447.500000 Penalty: 4903.776367
	Iteration 18Q: 3 clusters Score -4144448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4144492.500000 Penalty: 4903.776367
	Iteration 19Q: 3 clusters Score -4144492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4144536.250000 Penalty: 4903.776367
	Iteration 20F: 3 clusters Score -4144536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4144563.000000 Penalty: 4903.776367
	Iteration 21Q: 3 clusters Score -4144563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4144581.250000 Penalty: 4903.776367
	Iteration 22Q: 3 clusters Score -4144581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4144593.000000 Penalty: 4903.776367
	Iteration 23Q: 3 clusters Score -4144593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4144606.000000 Penalty: 4903.776367
	Iteration 24Q: 3 clusters Score -4144606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4144607.750000 Penalty: 4903.776367
	Iteration 25Q: 3 clusters Score -4144608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4144610.250000 Penalty: 4903.776367
	Iteration 26Q: 3 clusters Score -4144610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4144623.000000 Penalty: 4903.776367
	Iteration 27Q: 3 clusters Score -4144623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4144629.250000 Penalty: 4903.776367
	Iteration 28Q: 3 clusters Score -4144629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4144635.000000 Penalty: 4903.776367
	Iteration 29Q: 3 clusters Score -4144635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4144638.250000 Penalty: 4903.776367
	Iteration 30Q: 3 clusters Score -4144638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4144650.250000 Penalty: 4903.776367
	Iteration 31Q: 3 clusters Score -4144650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4144660.250000 Penalty: 4903.776367
	Iteration 32Q: 3 clusters Score -4144660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -4144662.750000 Penalty: 4903.776367
	Iteration 33Q: 3 clusters Score -4144663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4144666.500000 Penalty: 4903.776367
	Iteration 34Q: 3 clusters Score -4144666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4144660.000000 Penalty: 4903.776367
	Iteration 35Q: 3 clusters Score -4144660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4144666.000000 Penalty: 4903.776367
	Iteration 36Q: 3 clusters Score -4144666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -4144668.750000 Penalty: 4903.776367
	Iteration 37Q: 3 clusters Score -4144669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4144672.500000 Penalty: 4903.776367
	Iteration 38Q: 3 clusters Score -4144672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4144673.250000 Penalty: 4903.776367
	Iteration 39Q: 3 clusters Score -4144673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4144674.000000 Penalty: 4903.776367
	Iteration 40F: 3 clusters Score -4144674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4144679.250000 Penalty: 4903.776367
	Iteration 41Q: 3 clusters Score -4144679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4144679.750000 Penalty: 4903.776367
	Iteration 42Q: 3 clusters Score -4144680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4144684.250000 Penalty: 4903.776367
	Iteration 43Q: 3 clusters Score -4144684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4144685.000000 Penalty: 4903.776367
	Iteration 44Q: 3 clusters Score -4144685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4144685.000000 Penalty: 4903.776367
	Iteration 45F: 3 clusters Score -4144685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -1211912.625000 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -1211913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1206537.375000 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -1206537 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1207871.500000 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -1207872 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1208072.125000 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -1208072 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1208197.000000 Penalty: 4345.029297
	Iteration 3Q: 3 clusters Score -1208197 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1208272.750000 Penalty: 4345.029297
	Iteration 4Q: 3 clusters Score -1208273 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1208332.750000 Penalty: 4345.029297
	Iteration 5Q: 3 clusters Score -1208333 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1208400.375000 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -1208400 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1208452.250000 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -1208452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1208492.875000 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -1208493 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1208526.250000 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -1208526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1208551.500000 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -1208552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1208576.375000 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -1208576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1208596.750000 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -1208597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1208615.000000 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -1208615 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1208631.375000 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -1208631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1208646.375000 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -1208646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1208664.500000 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -1208664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1208678.750000 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -1208679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1208693.500000 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -1208694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1208711.875000 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -1208712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1208732.750000 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -1208733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1208762.250000 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -1208762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1208803.500000 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -1208804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1208843.750000 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -1208844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1208880.125000 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -1208880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1208914.875000 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -1208915 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1208946.500000 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -1208946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1208971.500000 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -1208972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1208998.250000 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -1208998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1209021.125000 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -1209021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1209045.000000 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -1209045 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1209061.875000 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -1209062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1209087.000000 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -1209087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1209114.000000 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -1209114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1209136.500000 Penalty: 4345.029297
	Iteration 34Q: 3 clusters Score -1209136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1209160.500000 Penalty: 4345.029297
	Iteration 35Q: 3 clusters Score -1209160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1209185.875000 Penalty: 4345.029297
	Iteration 36Q: 3 clusters Score -1209186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1209216.875000 Penalty: 4345.029297
	Iteration 37Q: 3 clusters Score -1209217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1209245.125000 Penalty: 4345.029297
	Iteration 38Q: 3 clusters Score -1209245 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1209270.750000 Penalty: 4345.029297
	Iteration 39Q: 3 clusters Score -1209271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1209284.750000 Penalty: 4345.029297
	Iteration 40F: 3 clusters Score -1209285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1209301.750000 Penalty: 4345.029297
	Iteration 41Q: 3 clusters Score -1209302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1209316.375000 Penalty: 4345.029297
	Iteration 42Q: 3 clusters Score -1209316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1209329.000000 Penalty: 4345.029297
	Iteration 43Q: 3 clusters Score -1209329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1209345.000000 Penalty: 4345.029297
	Iteration 44Q: 3 clusters Score -1209345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1209356.250000 Penalty: 4345.029297
	Iteration 45Q: 3 clusters Score -1209356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1209369.250000 Penalty: 4345.029297
	Iteration 46Q: 3 clusters Score -1209369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1209384.000000 Penalty: 4345.029297
	Iteration 47Q: 3 clusters Score -1209384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1209398.125000 Penalty: 4345.029297
	Iteration 48Q: 3 clusters Score -1209398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1209414.875000 Penalty: 4345.029297
	Iteration 49Q: 3 clusters Score -1209415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1209431.375000 Penalty: 4345.029297
	Iteration 50Q: 3 clusters Score -1209431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1209446.000000 Penalty: 4345.029297
	Iteration 51Q: 3 clusters Score -1209446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1209458.250000 Penalty: 4345.029297
	Iteration 52Q: 3 clusters Score -1209458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1209473.125000 Penalty: 4345.029297
	Iteration 53Q: 3 clusters Score -1209473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1209480.500000 Penalty: 4345.029297
	Iteration 54Q: 3 clusters Score -1209480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1209487.625000 Penalty: 4345.029297
	Iteration 55Q: 3 clusters Score -1209488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1209496.250000 Penalty: 4345.029297
	Iteration 56Q: 3 clusters Score -1209496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1209500.250000 Penalty: 4345.029297
	Iteration 57Q: 3 clusters Score -1209500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1209509.125000 Penalty: 4345.029297
	Iteration 58Q: 3 clusters Score -1209509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1209517.125000 Penalty: 4345.029297
	Iteration 59Q: 3 clusters Score -1209517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1209520.875000 Penalty: 4345.029297
	Iteration 60F: 3 clusters Score -1209521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1209526.250000 Penalty: 4345.029297
	Iteration 61Q: 3 clusters Score -1209526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1209528.875000 Penalty: 4345.029297
	Iteration 62Q: 3 clusters Score -1209529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1209528.500000 Penalty: 4345.029297
	Iteration 63Q: 3 clusters Score -1209528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1209530.500000 Penalty: 4345.029297
	Iteration 64Q: 3 clusters Score -1209530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1209531.375000 Penalty: 4345.029297
	Iteration 65Q: 3 clusters Score -1209531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1209532.875000 Penalty: 4345.029297
	Iteration 66Q: 3 clusters Score -1209533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1209534.750000 Penalty: 4345.029297
	Iteration 67Q: 3 clusters Score -1209535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1209535.125000 Penalty: 4345.029297
	Iteration 68Q: 3 clusters Score -1209535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1209538.000000 Penalty: 4345.029297
	Iteration 69Q: 3 clusters Score -1209538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1209539.375000 Penalty: 4345.029297
	Iteration 70Q: 3 clusters Score -1209539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1209541.875000 Penalty: 4345.029297
	Iteration 71Q: 3 clusters Score -1209542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1209546.250000 Penalty: 4345.029297
	Iteration 72Q: 3 clusters Score -1209546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1209545.125000 Penalty: 4345.029297
	Iteration 73Q: 3 clusters Score -1209545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1209546.250000 Penalty: 4345.029297
	Iteration 74Q: 3 clusters Score -1209546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1209551.625000 Penalty: 4345.029297
	Iteration 75Q: 3 clusters Score -1209552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1209550.875000 Penalty: 4345.029297
	Iteration 76Q: 3 clusters Score -1209551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1209557.625000 Penalty: 4345.029297
	Iteration 77Q: 3 clusters Score -1209558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1209565.500000 Penalty: 4345.029297
	Iteration 78Q: 3 clusters Score -1209566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1209570.125000 Penalty: 4345.029297
	Iteration 79Q: 3 clusters Score -1209570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1209575.500000 Penalty: 4345.029297
	Iteration 80F: 3 clusters Score -1209576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1209578.875000 Penalty: 4345.029297
	Iteration 81Q: 3 clusters Score -1209579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1209577.625000 Penalty: 4345.029297
	Iteration 82Q: 3 clusters Score -1209578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1209580.000000 Penalty: 4345.029297
	Iteration 83Q: 3 clusters Score -1209580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1209583.625000 Penalty: 4345.029297
	Iteration 84Q: 3 clusters Score -1209584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1209583.875000 Penalty: 4345.029297
	Iteration 85Q: 3 clusters Score -1209584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1209583.875000 Penalty: 4345.029297
	Iteration 86Q: 3 clusters Score -1209584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1209586.625000 Penalty: 4345.029297
	Iteration 87Q: 3 clusters Score -1209587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1209585.125000 Penalty: 4345.029297
	Iteration 88Q: 3 clusters Score -1209585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1209587.375000 Penalty: 4345.029297
	Iteration 89Q: 3 clusters Score -1209587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1209587.625000 Penalty: 4345.029297
	Iteration 90Q: 3 clusters Score -1209588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1209587.625000 Penalty: 4345.029297
	Iteration 91F: 3 clusters Score -1209588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Entering Unmasked Estep 
Score: -575768.875000 Penalty: 1990.490112
	Iteration 0F: 2 clusters Score -575768.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -572508.812500 Penalty: 3980.980225
	Iteration 0F: 3 clusters Score -572508.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -573230.875000 Penalty: 3980.980225
	Iteration 1F: 3 clusters Score -573230.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -573490.937500 Penalty: 3980.980225
	Iteration 2F: 3 clusters Score -573490.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -573693.375000 Penalty: 3980.980225
	Iteration 3F: 3 clusters Score -573693.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -573816.750000 Penalty: 3980.980225
	Iteration 4F: 3 clusters Score -573816.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -573900.937500 Penalty: 3980.980225
	Iteration 5Q: 3 clusters Score -573900.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -573957.812500 Penalty: 3980.980225
	Iteration 6Q: 3 clusters Score -573957.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -573998.062500 Penalty: 3980.980225
	Iteration 7Q: 3 clusters Score -573998.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -574031.500000 Penalty: 3980.980225
	Iteration 8Q: 3 clusters Score -574031.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -574057.812500 Penalty: 3980.980225
	Iteration 9Q: 3 clusters Score -574057.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -574092.937500 Penalty: 3980.980225
	Iteration 10Q: 3 clusters Score -574092.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -574125.000000 Penalty: 3980.980225
	Iteration 11Q: 3 clusters Score -574125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -574153.937500 Penalty: 3980.980225
	Iteration 12Q: 3 clusters Score -574153.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -574173.125000 Penalty: 3980.980225
	Iteration 13Q: 3 clusters Score -574173.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -574193.000000 Penalty: 3980.980225
	Iteration 14Q: 3 clusters Score -574193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -574199.750000 Penalty: 3980.980225
	Iteration 15Q: 3 clusters Score -574199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -574206.250000 Penalty: 3980.980225
	Iteration 16Q: 3 clusters Score -574206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -574211.312500 Penalty: 3980.980225
	Iteration 17Q: 3 clusters Score -574211.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -574215.750000 Penalty: 3980.980225
	Iteration 18Q: 3 clusters Score -574215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -574218.875000 Penalty: 3980.980225
	Iteration 19Q: 3 clusters Score -574218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -574223.187500 Penalty: 3980.980225
	Iteration 20F: 3 clusters Score -574223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -574231.062500 Penalty: 3980.980225
	Iteration 21Q: 3 clusters Score -574231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -574235.437500 Penalty: 3980.980225
	Iteration 22Q: 3 clusters Score -574235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -574237.750000 Penalty: 3980.980225
	Iteration 23Q: 3 clusters Score -574237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -574239.062500 Penalty: 3980.980225
	Iteration 24Q: 3 clusters Score -574239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -574241.187500 Penalty: 3980.980225
	Iteration 25Q: 3 clusters Score -574241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -574241.875000 Penalty: 3980.980225
	Iteration 26Q: 3 clusters Score -574241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -574242.687500 Penalty: 3980.980225
	Iteration 27Q: 3 clusters Score -574242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -574243.375000 Penalty: 3980.980225
	Iteration 28Q: 3 clusters Score -574243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -574243.375000 Penalty: 3980.980225
	Iteration 29F: 3 clusters Score -574243.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Entering Unmasked Estep 
Score: -3092970.750000 Penalty: 2381.959961
	Iteration 0F: 2 clusters Score -3092971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3082563.750000 Penalty: 4763.919922
	Iteration 0F: 3 clusters Score -3082564 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3085936.500000 Penalty: 4763.919922
	Iteration 1F: 3 clusters Score -3085936 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3086318.000000 Penalty: 4763.919922
	Iteration 2F: 3 clusters Score -3086318 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3086617.250000 Penalty: 4763.919922
	Iteration 3Q: 3 clusters Score -3086617 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3086869.500000 Penalty: 4763.919922
	Iteration 4Q: 3 clusters Score -3086870 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3087119.000000 Penalty: 4763.919922
	Iteration 5Q: 3 clusters Score -3087119 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3087430.750000 Penalty: 4763.919922
	Iteration 6Q: 3 clusters Score -3087431 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3087858.250000 Penalty: 4763.919922
	Iteration 7Q: 3 clusters Score -3087858 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3088390.250000 Penalty: 4763.919922
	Iteration 8F: 3 clusters Score -3088390 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3089005.750000 Penalty: 4763.919922
	Iteration 9F: 3 clusters Score -3089006 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3089591.000000 Penalty: 4763.919922
	Iteration 10Q: 3 clusters Score -3089591 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3090070.250000 Penalty: 4763.919922
	Iteration 11Q: 3 clusters Score -3090070 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3090405.000000 Penalty: 4763.919922
	Iteration 12Q: 3 clusters Score -3090405 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3090625.750000 Penalty: 4763.919922
	Iteration 13Q: 3 clusters Score -3090626 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3090790.250000 Penalty: 4763.919922
	Iteration 14Q: 3 clusters Score -3090790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3090891.500000 Penalty: 4763.919922
	Iteration 15Q: 3 clusters Score -3090892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3090952.250000 Penalty: 4763.919922
	Iteration 16Q: 3 clusters Score -3090952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3090977.750000 Penalty: 4763.919922
	Iteration 17Q: 3 clusters Score -3090978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3090999.000000 Penalty: 4763.919922
	Iteration 18Q: 3 clusters Score -3090999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3091012.500000 Penalty: 4763.919922
	Iteration 19Q: 3 clusters Score -3091012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3091035.250000 Penalty: 4763.919922
	Iteration 20F: 3 clusters Score -3091035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3091039.750000 Penalty: 4763.919922
	Iteration 21Q: 3 clusters Score -3091040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3091051.000000 Penalty: 4763.919922
	Iteration 22Q: 3 clusters Score -3091051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3091066.000000 Penalty: 4763.919922
	Iteration 23Q: 3 clusters Score -3091066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3091073.250000 Penalty: 4763.919922
	Iteration 24Q: 3 clusters Score -3091073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3091079.000000 Penalty: 4763.919922
	Iteration 25Q: 3 clusters Score -3091079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3091083.000000 Penalty: 4763.919922
	Iteration 26Q: 3 clusters Score -3091083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3091079.750000 Penalty: 4763.919922
	Iteration 27Q: 3 clusters Score -3091080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3091088.250000 Penalty: 4763.919922
	Iteration 28Q: 3 clusters Score -3091088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3091087.750000 Penalty: 4763.919922
	Iteration 29Q: 3 clusters Score -3091088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3091092.000000 Penalty: 4763.919922
	Iteration 30Q: 3 clusters Score -3091092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3091096.000000 Penalty: 4763.919922
	Iteration 31Q: 3 clusters Score -3091096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3091096.000000 Penalty: 4763.919922
	Iteration 32F: 3 clusters Score -3091096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (28639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Entering Unmasked Estep 
Score: -5579870.500000 Penalty: 2545.106201
	Iteration 0F: 2 clusters Score -5579870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -5560823.500000 Penalty: 5090.212402
	Iteration 0F: 3 clusters Score -5560824 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -5567861.000000 Penalty: 5090.212402
	Iteration 1F: 3 clusters Score -5567861 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -5568324.500000 Penalty: 5090.212402
	Iteration 2Q: 3 clusters Score -5568324 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5568704.000000 Penalty: 5090.212402
	Iteration 3Q: 3 clusters Score -5568704 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -5569043.500000 Penalty: 5090.212402
	Iteration 4Q: 3 clusters Score -5569044 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -5569373.000000 Penalty: 5090.212402
	Iteration 5Q: 3 clusters Score -5569373 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5569738.500000 Penalty: 5090.212402
	Iteration 6Q: 3 clusters Score -5569738 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5570221.500000 Penalty: 5090.212402
	Iteration 7Q: 3 clusters Score -5570222 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -5570782.500000 Penalty: 5090.212402
	Iteration 8Q: 3 clusters Score -5570782 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5571541.000000 Penalty: 5090.212402
	Iteration 9Q: 3 clusters Score -5571541 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -5572461.500000 Penalty: 5090.212402
	Iteration 10Q: 3 clusters Score -5572462 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -5573543.000000 Penalty: 5090.212402
	Iteration 11Q: 3 clusters Score -5573543 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5574556.000000 Penalty: 5090.212402
	Iteration 12Q: 3 clusters Score -5574556 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5575462.500000 Penalty: 5090.212402
	Iteration 13Q: 3 clusters Score -5575462 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -5576099.000000 Penalty: 5090.212402
	Iteration 14Q: 3 clusters Score -5576099 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -5576460.000000 Penalty: 5090.212402
	Iteration 15Q: 3 clusters Score -5576460 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -5576724.000000 Penalty: 5090.212402
	Iteration 16Q: 3 clusters Score -5576724 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5576960.000000 Penalty: 5090.212402
	Iteration 17Q: 3 clusters Score -5576960 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5577139.500000 Penalty: 5090.212402
	Iteration 18Q: 3 clusters Score -5577140 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -5577335.000000 Penalty: 5090.212402
	Iteration 19Q: 3 clusters Score -5577335 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -5577435.500000 Penalty: 5090.212402
	Iteration 20F: 3 clusters Score -5577436 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5577551.500000 Penalty: 5090.212402
	Iteration 21Q: 3 clusters Score -5577552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5577633.500000 Penalty: 5090.212402
	Iteration 22Q: 3 clusters Score -5577634 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5577677.000000 Penalty: 5090.212402
	Iteration 23Q: 3 clusters Score -5577677 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5577719.000000 Penalty: 5090.212402
	Iteration 24Q: 3 clusters Score -5577719 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5577744.500000 Penalty: 5090.212402
	Iteration 25Q: 3 clusters Score -5577744 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5577764.500000 Penalty: 5090.212402
	Iteration 26Q: 3 clusters Score -5577764 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5577770.500000 Penalty: 5090.212402
	Iteration 27Q: 3 clusters Score -5577770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -5577823.500000 Penalty: 5090.212402
	Iteration 28Q: 3 clusters Score -5577824 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5577834.500000 Penalty: 5090.212402
	Iteration 29Q: 3 clusters Score -5577834 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5577847.500000 Penalty: 5090.212402
	Iteration 30Q: 3 clusters Score -5577848 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5577856.500000 Penalty: 5090.212402
	Iteration 31Q: 3 clusters Score -5577856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5577863.500000 Penalty: 5090.212402
	Iteration 32Q: 3 clusters Score -5577864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5577873.500000 Penalty: 5090.212402
	Iteration 33Q: 3 clusters Score -5577874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -5577897.000000 Penalty: 5090.212402
	Iteration 34Q: 3 clusters Score -5577897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5577906.000000 Penalty: 5090.212402
	Iteration 35Q: 3 clusters Score -5577906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5577899.500000 Penalty: 5090.212402
	Iteration 36Q: 3 clusters Score -5577900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -5577903.000000 Penalty: 5090.212402
	Iteration 37Q: 3 clusters Score -5577903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -5577904.500000 Penalty: 5090.212402
	Iteration 38Q: 3 clusters Score -5577904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -5577890.000000 Penalty: 5090.212402
	Iteration 39Q: 3 clusters Score -5577890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5577889.500000 Penalty: 5090.212402
	Iteration 40F: 3 clusters Score -5577890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -5577897.500000 Penalty: 5090.212402
	Iteration 41Q: 3 clusters Score -5577898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5577905.000000 Penalty: 5090.212402
	Iteration 42Q: 3 clusters Score -5577905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5577903.500000 Penalty: 5090.212402
	Iteration 43Q: 3 clusters Score -5577904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5577904.000000 Penalty: 5090.212402
	Iteration 44Q: 3 clusters Score -5577904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5577905.500000 Penalty: 5090.212402
	Iteration 45Q: 3 clusters Score -5577906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5577905.000000 Penalty: 5090.212402
	Iteration 46Q: 3 clusters Score -5577905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -5577911.000000 Penalty: 5090.212402
	Iteration 47Q: 3 clusters Score -5577911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5577915.500000 Penalty: 5090.212402
	Iteration 48Q: 3 clusters Score -5577916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5577914.500000 Penalty: 5090.212402
	Iteration 49Q: 3 clusters Score -5577914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5577912.000000 Penalty: 5090.212402
	Iteration 50Q: 3 clusters Score -5577912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5577905.500000 Penalty: 5090.212402
	Iteration 51Q: 3 clusters Score -5577906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -5577909.000000 Penalty: 5090.212402
	Iteration 52Q: 3 clusters Score -5577909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5577905.500000 Penalty: 5090.212402
	Iteration 53Q: 3 clusters Score -5577906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5577903.500000 Penalty: 5090.212402
	Iteration 54Q: 3 clusters Score -5577904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -5577905.500000 Penalty: 5090.212402
	Iteration 55Q: 3 clusters Score -5577906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5577903.500000 Penalty: 5090.212402
	Iteration 56Q: 3 clusters Score -5577904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5577909.000000 Penalty: 5090.212402
	Iteration 57Q: 3 clusters Score -5577909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -5577908.500000 Penalty: 5090.212402
	Iteration 58Q: 3 clusters Score -5577908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5577896.000000 Penalty: 5090.212402
	Iteration 59Q: 3 clusters Score -5577896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5577906.500000 Penalty: 5090.212402
	Iteration 60F: 3 clusters Score -5577906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5577914.000000 Penalty: 5090.212402
	Iteration 61Q: 3 clusters Score -5577914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5577912.000000 Penalty: 5090.212402
	Iteration 62Q: 3 clusters Score -5577912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5577911.500000 Penalty: 5090.212402
	Iteration 63Q: 3 clusters Score -5577912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -5577913.500000 Penalty: 5090.212402
	Iteration 64Q: 3 clusters Score -5577914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -5577904.000000 Penalty: 5090.212402
	Iteration 65Q: 3 clusters Score -5577904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -5577904.000000 Penalty: 5090.212402
	Iteration 66F: 3 clusters Score -5577904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (21026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Entering Unmasked Estep 
Score: -4106560.500000 Penalty: 2468.471680
	Iteration 0F: 2 clusters Score -4106560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4091865.750000 Penalty: 4936.943359
	Iteration 0F: 3 clusters Score -4091866 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4096775.000000 Penalty: 4936.943359
	Iteration 1F: 3 clusters Score -4096775 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4097086.500000 Penalty: 4936.943359
	Iteration 2Q: 3 clusters Score -4097086 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -4097333.250000 Penalty: 4936.943359
	Iteration 3Q: 3 clusters Score -4097333 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4097529.750000 Penalty: 4936.943359
	Iteration 4Q: 3 clusters Score -4097530 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4097743.500000 Penalty: 4936.943359
	Iteration 5Q: 3 clusters Score -4097744 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4097954.500000 Penalty: 4936.943359
	Iteration 6Q: 3 clusters Score -4097954 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4098153.250000 Penalty: 4936.943359
	Iteration 7Q: 3 clusters Score -4098153 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -4098345.750000 Penalty: 4936.943359
	Iteration 8Q: 3 clusters Score -4098346 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -4098598.000000 Penalty: 4936.943359
	Iteration 9Q: 3 clusters Score -4098598 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4098936.250000 Penalty: 4936.943359
	Iteration 10Q: 3 clusters Score -4098936 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -4099340.000000 Penalty: 4936.943359
	Iteration 11Q: 3 clusters Score -4099340 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4099847.750000 Penalty: 4936.943359
	Iteration 12Q: 3 clusters Score -4099848 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4100520.250000 Penalty: 4936.943359
	Iteration 13Q: 3 clusters Score -4100520 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4101256.250000 Penalty: 4936.943359
	Iteration 14Q: 3 clusters Score -4101256 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4102044.500000 Penalty: 4936.943359
	Iteration 15Q: 3 clusters Score -4102044 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4102720.750000 Penalty: 4936.943359
	Iteration 16Q: 3 clusters Score -4102721 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4103266.750000 Penalty: 4936.943359
	Iteration 17Q: 3 clusters Score -4103267 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4103600.250000 Penalty: 4936.943359
	Iteration 18Q: 3 clusters Score -4103600 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4103865.250000 Penalty: 4936.943359
	Iteration 19Q: 3 clusters Score -4103865 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4104047.500000 Penalty: 4936.943359
	Iteration 20F: 3 clusters Score -4104048 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4104136.250000 Penalty: 4936.943359
	Iteration 21Q: 3 clusters Score -4104136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4104225.500000 Penalty: 4936.943359
	Iteration 22Q: 3 clusters Score -4104226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4104289.500000 Penalty: 4936.943359
	Iteration 23Q: 3 clusters Score -4104290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4104357.000000 Penalty: 4936.943359
	Iteration 24Q: 3 clusters Score -4104357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4104392.500000 Penalty: 4936.943359
	Iteration 25Q: 3 clusters Score -4104392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4104404.000000 Penalty: 4936.943359
	Iteration 26Q: 3 clusters Score -4104404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4104426.500000 Penalty: 4936.943359
	Iteration 27Q: 3 clusters Score -4104426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4104457.750000 Penalty: 4936.943359
	Iteration 28Q: 3 clusters Score -4104458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4104476.750000 Penalty: 4936.943359
	Iteration 29Q: 3 clusters Score -4104477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4104496.000000 Penalty: 4936.943359
	Iteration 30Q: 3 clusters Score -4104496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4104509.000000 Penalty: 4936.943359
	Iteration 31Q: 3 clusters Score -4104509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4104520.500000 Penalty: 4936.943359
	Iteration 32Q: 3 clusters Score -4104520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4104531.500000 Penalty: 4936.943359
	Iteration 33Q: 3 clusters Score -4104532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4104537.500000 Penalty: 4936.943359
	Iteration 34Q: 3 clusters Score -4104538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4104541.000000 Penalty: 4936.943359
	Iteration 35Q: 3 clusters Score -4104541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4104548.250000 Penalty: 4936.943359
	Iteration 36Q: 3 clusters Score -4104548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4104545.750000 Penalty: 4936.943359
	Iteration 37Q: 3 clusters Score -4104546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4104556.750000 Penalty: 4936.943359
	Iteration 38Q: 3 clusters Score -4104557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4104556.000000 Penalty: 4936.943359
	Iteration 39Q: 3 clusters Score -4104556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4104555.750000 Penalty: 4936.943359
	Iteration 40F: 3 clusters Score -4104556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4104555.250000 Penalty: 4936.943359
	Iteration 41Q: 3 clusters Score -4104555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4104556.500000 Penalty: 4936.943359
	Iteration 42Q: 3 clusters Score -4104556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4104557.000000 Penalty: 4936.943359
	Iteration 43Q: 3 clusters Score -4104557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4104557.000000 Penalty: 4936.943359
	Iteration 44F: 3 clusters Score -4104557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -377806.218750 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -377806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -375198.000000 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -375198 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -375780.343750 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -375780.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -376023.187500 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -376023.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -376244.906250 Penalty: 3769.054443
	Iteration 3F: 3 clusters Score -376244.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -376437.406250 Penalty: 3769.054443
	Iteration 4F: 3 clusters Score -376437.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -376553.875000 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -376553.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -376634.812500 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -376634.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -376696.468750 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -376696.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -376749.781250 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -376749.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -376796.437500 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -376796.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -376834.093750 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -376834.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -376853.937500 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -376853.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -376864.281250 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -376864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -376869.656250 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -376869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -376875.250000 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -376875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -376875.187500 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -376875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -376875.187500 Penalty: 3769.054443
	Iteration 16F: 3 clusters Score -376875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27083.537109 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27083.54 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27275.294922 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27275.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27395.871094 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -27395.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27468.228516 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -27468.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27523.330078 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -27523.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27550.494141 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -27550.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27550.494141 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -27550.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Entering Unmasked Estep 
Score: -3011982.000000 Penalty: 2377.080811
	Iteration 0F: 2 clusters Score -3011982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3001502.500000 Penalty: 4754.161621
	Iteration 0F: 3 clusters Score -3001502 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3004834.250000 Penalty: 4754.161621
	Iteration 1F: 3 clusters Score -3004834 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3005139.750000 Penalty: 4754.161621
	Iteration 2F: 3 clusters Score -3005140 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3005347.750000 Penalty: 4754.161621
	Iteration 3Q: 3 clusters Score -3005348 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -3005499.000000 Penalty: 4754.161621
	Iteration 4Q: 3 clusters Score -3005499 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3005616.500000 Penalty: 4754.161621
	Iteration 5Q: 3 clusters Score -3005616 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3005732.250000 Penalty: 4754.161621
	Iteration 6Q: 3 clusters Score -3005732 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3005812.000000 Penalty: 4754.161621
	Iteration 7Q: 3 clusters Score -3005812 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3005900.750000 Penalty: 4754.161621
	Iteration 8Q: 3 clusters Score -3005901 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3005986.750000 Penalty: 4754.161621
	Iteration 9Q: 3 clusters Score -3005987 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3006063.500000 Penalty: 4754.161621
	Iteration 10Q: 3 clusters Score -3006064 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3006140.000000 Penalty: 4754.161621
	Iteration 11Q: 3 clusters Score -3006140 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3006221.250000 Penalty: 4754.161621
	Iteration 12Q: 3 clusters Score -3006221 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3006335.250000 Penalty: 4754.161621
	Iteration 13Q: 3 clusters Score -3006335 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3006459.750000 Penalty: 4754.161621
	Iteration 14Q: 3 clusters Score -3006460 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3006605.500000 Penalty: 4754.161621
	Iteration 15Q: 3 clusters Score -3006606 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3006795.000000 Penalty: 4754.161621
	Iteration 16Q: 3 clusters Score -3006795 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3007027.250000 Penalty: 4754.161621
	Iteration 17Q: 3 clusters Score -3007027 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3007324.000000 Penalty: 4754.161621
	Iteration 18Q: 3 clusters Score -3007324 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3007645.250000 Penalty: 4754.161621
	Iteration 19Q: 3 clusters Score -3007645 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3007978.500000 Penalty: 4754.161621
	Iteration 20F: 3 clusters Score -3007978 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3008263.000000 Penalty: 4754.161621
	Iteration 21Q: 3 clusters Score -3008263 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3008508.000000 Penalty: 4754.161621
	Iteration 22Q: 3 clusters Score -3008508 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3008689.000000 Penalty: 4754.161621
	Iteration 23Q: 3 clusters Score -3008689 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3008812.750000 Penalty: 4754.161621
	Iteration 24Q: 3 clusters Score -3008813 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3008921.500000 Penalty: 4754.161621
	Iteration 25Q: 3 clusters Score -3008922 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3009026.000000 Penalty: 4754.161621
	Iteration 26Q: 3 clusters Score -3009026 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3009111.250000 Penalty: 4754.161621
	Iteration 27Q: 3 clusters Score -3009111 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3009174.500000 Penalty: 4754.161621
	Iteration 28Q: 3 clusters Score -3009174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3009240.750000 Penalty: 4754.161621
	Iteration 29Q: 3 clusters Score -3009241 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3009274.250000 Penalty: 4754.161621
	Iteration 30Q: 3 clusters Score -3009274 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3009324.250000 Penalty: 4754.161621
	Iteration 31Q: 3 clusters Score -3009324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3009357.500000 Penalty: 4754.161621
	Iteration 32Q: 3 clusters Score -3009358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3009408.500000 Penalty: 4754.161621
	Iteration 33Q: 3 clusters Score -3009408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3009443.500000 Penalty: 4754.161621
	Iteration 34Q: 3 clusters Score -3009444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3009477.000000 Penalty: 4754.161621
	Iteration 35Q: 3 clusters Score -3009477 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3009500.750000 Penalty: 4754.161621
	Iteration 36Q: 3 clusters Score -3009501 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3009539.000000 Penalty: 4754.161621
	Iteration 37Q: 3 clusters Score -3009539 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3009557.000000 Penalty: 4754.161621
	Iteration 38Q: 3 clusters Score -3009557 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3009583.500000 Penalty: 4754.161621
	Iteration 39Q: 3 clusters Score -3009584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3009622.000000 Penalty: 4754.161621
	Iteration 40F: 3 clusters Score -3009622 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3009650.750000 Penalty: 4754.161621
	Iteration 41Q: 3 clusters Score -3009651 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3009697.000000 Penalty: 4754.161621
	Iteration 42Q: 3 clusters Score -3009697 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3009722.500000 Penalty: 4754.161621
	Iteration 43Q: 3 clusters Score -3009722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3009755.500000 Penalty: 4754.161621
	Iteration 44Q: 3 clusters Score -3009756 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3009793.000000 Penalty: 4754.161621
	Iteration 45Q: 3 clusters Score -3009793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3009836.000000 Penalty: 4754.161621
	Iteration 46Q: 3 clusters Score -3009836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3009859.500000 Penalty: 4754.161621
	Iteration 47Q: 3 clusters Score -3009860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3009883.250000 Penalty: 4754.161621
	Iteration 48Q: 3 clusters Score -3009883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3009899.750000 Penalty: 4754.161621
	Iteration 49Q: 3 clusters Score -3009900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3009917.500000 Penalty: 4754.161621
	Iteration 50Q: 3 clusters Score -3009918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3009935.500000 Penalty: 4754.161621
	Iteration 51Q: 3 clusters Score -3009936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3009961.250000 Penalty: 4754.161621
	Iteration 52Q: 3 clusters Score -3009961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3009977.000000 Penalty: 4754.161621
	Iteration 53Q: 3 clusters Score -3009977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3009987.000000 Penalty: 4754.161621
	Iteration 54Q: 3 clusters Score -3009987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3010004.250000 Penalty: 4754.161621
	Iteration 55Q: 3 clusters Score -3010004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3010008.250000 Penalty: 4754.161621
	Iteration 56Q: 3 clusters Score -3010008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3010009.500000 Penalty: 4754.161621
	Iteration 57Q: 3 clusters Score -3010010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3010013.750000 Penalty: 4754.161621
	Iteration 58Q: 3 clusters Score -3010014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3010020.250000 Penalty: 4754.161621
	Iteration 59Q: 3 clusters Score -3010020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3010022.750000 Penalty: 4754.161621
	Iteration 60F: 3 clusters Score -3010023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3010022.500000 Penalty: 4754.161621
	Iteration 61Q: 3 clusters Score -3010022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3010023.750000 Penalty: 4754.161621
	Iteration 62Q: 3 clusters Score -3010024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3010024.500000 Penalty: 4754.161621
	Iteration 63Q: 3 clusters Score -3010024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3010026.750000 Penalty: 4754.161621
	Iteration 64Q: 3 clusters Score -3010027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3010024.250000 Penalty: 4754.161621
	Iteration 65Q: 3 clusters Score -3010024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3010023.250000 Penalty: 4754.161621
	Iteration 66Q: 3 clusters Score -3010023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3010024.750000 Penalty: 4754.161621
	Iteration 67Q: 3 clusters Score -3010025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3010024.750000 Penalty: 4754.161621
	Iteration 68F: 3 clusters Score -3010025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (31908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Entering Unmasked Estep 
Score: -6219305.000000 Penalty: 2571.911865
	Iteration 0F: 2 clusters Score -6219305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -6199190.000000 Penalty: 5143.823730
	Iteration 0F: 3 clusters Score -6199190 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -6207122.500000 Penalty: 5143.823730
	Iteration 1F: 3 clusters Score -6207122 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -6207455.500000 Penalty: 5143.823730
	Iteration 2Q: 3 clusters Score -6207456 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -6207758.000000 Penalty: 5143.823730
	Iteration 3Q: 3 clusters Score -6207758 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -6207986.500000 Penalty: 5143.823730
	Iteration 4Q: 3 clusters Score -6207986 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -6208179.500000 Penalty: 5143.823730
	Iteration 5Q: 3 clusters Score -6208180 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -6208357.000000 Penalty: 5143.823730
	Iteration 6Q: 3 clusters Score -6208357 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -6208551.500000 Penalty: 5143.823730
	Iteration 7Q: 3 clusters Score -6208552 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -6208699.500000 Penalty: 5143.823730
	Iteration 8Q: 3 clusters Score -6208700 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -6208916.000000 Penalty: 5143.823730
	Iteration 9Q: 3 clusters Score -6208916 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -6209206.000000 Penalty: 5143.823730
	Iteration 10Q: 3 clusters Score -6209206 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -6209635.500000 Penalty: 5143.823730
	Iteration 11Q: 3 clusters Score -6209636 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -6210218.500000 Penalty: 5143.823730
	Iteration 12Q: 3 clusters Score -6210218 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -6211089.500000 Penalty: 5143.823730
	Iteration 13Q: 3 clusters Score -6211090 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -6212241.500000 Penalty: 5143.823730
	Iteration 14F: 3 clusters Score -6212242 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -6213476.500000 Penalty: 5143.823730
	Iteration 15F: 3 clusters Score -6213476 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -6214633.000000 Penalty: 5143.823730
	Iteration 16F: 3 clusters Score -6214633 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -6215599.500000 Penalty: 5143.823730
	Iteration 17Q: 3 clusters Score -6215600 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -6216264.000000 Penalty: 5143.823730
	Iteration 18Q: 3 clusters Score -6216264 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -6216661.000000 Penalty: 5143.823730
	Iteration 19Q: 3 clusters Score -6216661 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -6216830.000000 Penalty: 5143.823730
	Iteration 20F: 3 clusters Score -6216830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -6216921.500000 Penalty: 5143.823730
	Iteration 21Q: 3 clusters Score -6216922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -6216981.000000 Penalty: 5143.823730
	Iteration 22Q: 3 clusters Score -6216981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6217004.500000 Penalty: 5143.823730
	Iteration 23Q: 3 clusters Score -6217004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -6217016.000000 Penalty: 5143.823730
	Iteration 24Q: 3 clusters Score -6217016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -6217045.000000 Penalty: 5143.823730
	Iteration 25Q: 3 clusters Score -6217045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -6217064.500000 Penalty: 5143.823730
	Iteration 26Q: 3 clusters Score -6217064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -6217069.000000 Penalty: 5143.823730
	Iteration 27Q: 3 clusters Score -6217069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -6217085.000000 Penalty: 5143.823730
	Iteration 28Q: 3 clusters Score -6217085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -6217095.000000 Penalty: 5143.823730
	Iteration 29Q: 3 clusters Score -6217095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6217094.500000 Penalty: 5143.823730
	Iteration 30Q: 3 clusters Score -6217094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -6217090.500000 Penalty: 5143.823730
	Iteration 31Q: 3 clusters Score -6217090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -6217100.000000 Penalty: 5143.823730
	Iteration 32Q: 3 clusters Score -6217100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -6217107.500000 Penalty: 5143.823730
	Iteration 33Q: 3 clusters Score -6217108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -6217115.500000 Penalty: 5143.823730
	Iteration 34Q: 3 clusters Score -6217116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -6217114.500000 Penalty: 5143.823730
	Iteration 35Q: 3 clusters Score -6217114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -6217113.000000 Penalty: 5143.823730
	Iteration 36Q: 3 clusters Score -6217113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -6217113.000000 Penalty: 5143.823730
	Iteration 37F: 3 clusters Score -6217113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -900077.125000 Penalty: 2099.595215
	Iteration 0F: 2 clusters Score -900077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -895708.812500 Penalty: 4199.190430
	Iteration 0F: 3 clusters Score -895708.8 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -896783.375000 Penalty: 4199.190430
	Iteration 1F: 3 clusters Score -896783.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -896989.062500 Penalty: 4199.190430
	Iteration 2F: 3 clusters Score -896989.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -897119.625000 Penalty: 4199.190430
	Iteration 3Q: 3 clusters Score -897119.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -897213.562500 Penalty: 4199.190430
	Iteration 4Q: 3 clusters Score -897213.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -897293.500000 Penalty: 4199.190430
	Iteration 5Q: 3 clusters Score -897293.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -897351.812500 Penalty: 4199.190430
	Iteration 6Q: 3 clusters Score -897351.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -897394.562500 Penalty: 4199.190430
	Iteration 7Q: 3 clusters Score -897394.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -897430.562500 Penalty: 4199.190430
	Iteration 8Q: 3 clusters Score -897430.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -897467.375000 Penalty: 4199.190430
	Iteration 9Q: 3 clusters Score -897467.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -897505.375000 Penalty: 4199.190430
	Iteration 10Q: 3 clusters Score -897505.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -897543.750000 Penalty: 4199.190430
	Iteration 11Q: 3 clusters Score -897543.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -897591.312500 Penalty: 4199.190430
	Iteration 12Q: 3 clusters Score -897591.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -897648.250000 Penalty: 4199.190430
	Iteration 13Q: 3 clusters Score -897648.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -897710.812500 Penalty: 4199.190430
	Iteration 14Q: 3 clusters Score -897710.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -897781.625000 Penalty: 4199.190430
	Iteration 15Q: 3 clusters Score -897781.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -897873.000000 Penalty: 4199.190430
	Iteration 16Q: 3 clusters Score -897873 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -897971.312500 Penalty: 4199.190430
	Iteration 17Q: 3 clusters Score -897971.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -898073.937500 Penalty: 4199.190430
	Iteration 18Q: 3 clusters Score -898073.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -898192.750000 Penalty: 4199.190430
	Iteration 19Q: 3 clusters Score -898192.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -898287.125000 Penalty: 4199.190430
	Iteration 20F: 3 clusters Score -898287.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -898375.312500 Penalty: 4199.190430
	Iteration 21Q: 3 clusters Score -898375.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -898459.312500 Penalty: 4199.190430
	Iteration 22Q: 3 clusters Score -898459.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -898553.000000 Penalty: 4199.190430
	Iteration 23Q: 3 clusters Score -898553 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -898628.312500 Penalty: 4199.190430
	Iteration 24Q: 3 clusters Score -898628.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -898692.250000 Penalty: 4199.190430
	Iteration 25Q: 3 clusters Score -898692.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -898732.500000 Penalty: 4199.190430
	Iteration 26Q: 3 clusters Score -898732.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -898763.812500 Penalty: 4199.190430
	Iteration 27Q: 3 clusters Score -898763.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -898802.125000 Penalty: 4199.190430
	Iteration 28Q: 3 clusters Score -898802.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -898846.375000 Penalty: 4199.190430
	Iteration 29Q: 3 clusters Score -898846.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -898891.625000 Penalty: 4199.190430
	Iteration 30Q: 3 clusters Score -898891.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -898926.312500 Penalty: 4199.190430
	Iteration 31Q: 3 clusters Score -898926.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -898951.437500 Penalty: 4199.190430
	Iteration 32Q: 3 clusters Score -898951.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -898966.125000 Penalty: 4199.190430
	Iteration 33Q: 3 clusters Score -898966.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -898977.062500 Penalty: 4199.190430
	Iteration 34Q: 3 clusters Score -898977.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -898982.812500 Penalty: 4199.190430
	Iteration 35Q: 3 clusters Score -898982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -898985.000000 Penalty: 4199.190430
	Iteration 36Q: 3 clusters Score -898985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -898988.125000 Penalty: 4199.190430
	Iteration 37Q: 3 clusters Score -898988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -898991.937500 Penalty: 4199.190430
	Iteration 38Q: 3 clusters Score -898991.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -898994.375000 Penalty: 4199.190430
	Iteration 39Q: 3 clusters Score -898994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -898995.500000 Penalty: 4199.190430
	Iteration 40F: 3 clusters Score -898995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -898997.625000 Penalty: 4199.190430
	Iteration 41Q: 3 clusters Score -898997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -898998.625000 Penalty: 4199.190430
	Iteration 42Q: 3 clusters Score -898998.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -899000.750000 Penalty: 4199.190430
	Iteration 43Q: 3 clusters Score -899000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -899007.187500 Penalty: 4199.190430
	Iteration 44Q: 3 clusters Score -899007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -899007.437500 Penalty: 4199.190430
	Iteration 45Q: 3 clusters Score -899007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -899012.125000 Penalty: 4199.190430
	Iteration 46Q: 3 clusters Score -899012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -899019.187500 Penalty: 4199.190430
	Iteration 47Q: 3 clusters Score -899019.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -899024.812500 Penalty: 4199.190430
	Iteration 48Q: 3 clusters Score -899024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -899031.250000 Penalty: 4199.190430
	Iteration 49Q: 3 clusters Score -899031.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -899036.875000 Penalty: 4199.190430
	Iteration 50Q: 3 clusters Score -899036.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -899038.687500 Penalty: 4199.190430
	Iteration 51Q: 3 clusters Score -899038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -899043.062500 Penalty: 4199.190430
	Iteration 52Q: 3 clusters Score -899043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -899045.500000 Penalty: 4199.190430
	Iteration 53Q: 3 clusters Score -899045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -899049.562500 Penalty: 4199.190430
	Iteration 54Q: 3 clusters Score -899049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -899052.375000 Penalty: 4199.190430
	Iteration 55Q: 3 clusters Score -899052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -899053.000000 Penalty: 4199.190430
	Iteration 56Q: 3 clusters Score -899053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -899053.312500 Penalty: 4199.190430
	Iteration 57Q: 3 clusters Score -899053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -899056.687500 Penalty: 4199.190430
	Iteration 58Q: 3 clusters Score -899056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -899058.500000 Penalty: 4199.190430
	Iteration 59Q: 3 clusters Score -899058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -899058.500000 Penalty: 4199.190430
	Iteration 60F: 3 clusters Score -899058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Entering Unmasked Estep 
Score: -3126943.000000 Penalty: 2381.876221
	Iteration 0F: 2 clusters Score -3126943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3116609.250000 Penalty: 4763.752441
	Iteration 0F: 3 clusters Score -3116609 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3120080.250000 Penalty: 4763.752441
	Iteration 1F: 3 clusters Score -3120080 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3120392.250000 Penalty: 4763.752441
	Iteration 2F: 3 clusters Score -3120392 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3120647.000000 Penalty: 4763.752441
	Iteration 3Q: 3 clusters Score -3120647 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3120840.750000 Penalty: 4763.752441
	Iteration 4Q: 3 clusters Score -3120841 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3121004.250000 Penalty: 4763.752441
	Iteration 5Q: 3 clusters Score -3121004 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3121147.500000 Penalty: 4763.752441
	Iteration 6Q: 3 clusters Score -3121148 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3121314.250000 Penalty: 4763.752441
	Iteration 7Q: 3 clusters Score -3121314 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3121496.250000 Penalty: 4763.752441
	Iteration 8Q: 3 clusters Score -3121496 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3121718.000000 Penalty: 4763.752441
	Iteration 9Q: 3 clusters Score -3121718 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3121984.000000 Penalty: 4763.752441
	Iteration 10Q: 3 clusters Score -3121984 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3122308.500000 Penalty: 4763.752441
	Iteration 11Q: 3 clusters Score -3122308 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3122699.500000 Penalty: 4763.752441
	Iteration 12Q: 3 clusters Score -3122700 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3123123.500000 Penalty: 4763.752441
	Iteration 13Q: 3 clusters Score -3123124 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3123521.750000 Penalty: 4763.752441
	Iteration 14Q: 3 clusters Score -3123522 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3123850.750000 Penalty: 4763.752441
	Iteration 15Q: 3 clusters Score -3123851 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3124113.250000 Penalty: 4763.752441
	Iteration 16Q: 3 clusters Score -3124113 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3124270.500000 Penalty: 4763.752441
	Iteration 17Q: 3 clusters Score -3124270 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3124357.000000 Penalty: 4763.752441
	Iteration 18Q: 3 clusters Score -3124357 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3124426.750000 Penalty: 4763.752441
	Iteration 19Q: 3 clusters Score -3124427 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3124484.250000 Penalty: 4763.752441
	Iteration 20F: 3 clusters Score -3124484 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3124537.000000 Penalty: 4763.752441
	Iteration 21Q: 3 clusters Score -3124537 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3124596.000000 Penalty: 4763.752441
	Iteration 22Q: 3 clusters Score -3124596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3124649.250000 Penalty: 4763.752441
	Iteration 23Q: 3 clusters Score -3124649 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3124699.750000 Penalty: 4763.752441
	Iteration 24Q: 3 clusters Score -3124700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3124721.250000 Penalty: 4763.752441
	Iteration 25Q: 3 clusters Score -3124721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3124750.500000 Penalty: 4763.752441
	Iteration 26Q: 3 clusters Score -3124750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3124807.000000 Penalty: 4763.752441
	Iteration 27Q: 3 clusters Score -3124807 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3124839.750000 Penalty: 4763.752441
	Iteration 28Q: 3 clusters Score -3124840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3124870.750000 Penalty: 4763.752441
	Iteration 29Q: 3 clusters Score -3124871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3124905.750000 Penalty: 4763.752441
	Iteration 30Q: 3 clusters Score -3124906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3124925.000000 Penalty: 4763.752441
	Iteration 31Q: 3 clusters Score -3124925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3124939.750000 Penalty: 4763.752441
	Iteration 32Q: 3 clusters Score -3124940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3124960.000000 Penalty: 4763.752441
	Iteration 33Q: 3 clusters Score -3124960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3124971.500000 Penalty: 4763.752441
	Iteration 34Q: 3 clusters Score -3124972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3124982.250000 Penalty: 4763.752441
	Iteration 35Q: 3 clusters Score -3124982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3124992.250000 Penalty: 4763.752441
	Iteration 36Q: 3 clusters Score -3124992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3125001.000000 Penalty: 4763.752441
	Iteration 37Q: 3 clusters Score -3125001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3125007.750000 Penalty: 4763.752441
	Iteration 38Q: 3 clusters Score -3125008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3125015.250000 Penalty: 4763.752441
	Iteration 39Q: 3 clusters Score -3125015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3125018.000000 Penalty: 4763.752441
	Iteration 40F: 3 clusters Score -3125018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3125028.250000 Penalty: 4763.752441
	Iteration 41Q: 3 clusters Score -3125028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3125037.750000 Penalty: 4763.752441
	Iteration 42Q: 3 clusters Score -3125038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3125046.000000 Penalty: 4763.752441
	Iteration 43Q: 3 clusters Score -3125046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3125048.500000 Penalty: 4763.752441
	Iteration 44Q: 3 clusters Score -3125048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3125050.500000 Penalty: 4763.752441
	Iteration 45Q: 3 clusters Score -3125050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3125053.000000 Penalty: 4763.752441
	Iteration 46Q: 3 clusters Score -3125053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3125068.000000 Penalty: 4763.752441
	Iteration 47Q: 3 clusters Score -3125068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3125073.750000 Penalty: 4763.752441
	Iteration 48Q: 3 clusters Score -3125074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3125072.500000 Penalty: 4763.752441
	Iteration 49Q: 3 clusters Score -3125072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3125082.500000 Penalty: 4763.752441
	Iteration 50Q: 3 clusters Score -3125082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3125087.000000 Penalty: 4763.752441
	Iteration 51Q: 3 clusters Score -3125087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3125090.500000 Penalty: 4763.752441
	Iteration 52Q: 3 clusters Score -3125090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3125098.250000 Penalty: 4763.752441
	Iteration 53Q: 3 clusters Score -3125098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3125104.250000 Penalty: 4763.752441
	Iteration 54Q: 3 clusters Score -3125104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3125106.000000 Penalty: 4763.752441
	Iteration 55Q: 3 clusters Score -3125106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3125119.000000 Penalty: 4763.752441
	Iteration 56Q: 3 clusters Score -3125119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3125120.750000 Penalty: 4763.752441
	Iteration 57Q: 3 clusters Score -3125121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3125125.250000 Penalty: 4763.752441
	Iteration 58Q: 3 clusters Score -3125125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3125125.500000 Penalty: 4763.752441
	Iteration 59Q: 3 clusters Score -3125126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3125134.750000 Penalty: 4763.752441
	Iteration 60F: 3 clusters Score -3125135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3125136.250000 Penalty: 4763.752441
	Iteration 61Q: 3 clusters Score -3125136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3125134.500000 Penalty: 4763.752441
	Iteration 62Q: 3 clusters Score -3125134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3125134.500000 Penalty: 4763.752441
	Iteration 63F: 3 clusters Score -3125134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (31136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Entering Unmasked Estep 
Score: -6074826.500000 Penalty: 2565.837646
	Iteration 0F: 2 clusters Score -6074826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -6055204.000000 Penalty: 5131.675293
	Iteration 0F: 3 clusters Score -6055204 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -6062904.500000 Penalty: 5131.675293
	Iteration 1F: 3 clusters Score -6062904 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -6063411.000000 Penalty: 5131.675293
	Iteration 2Q: 3 clusters Score -6063411 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -6063935.000000 Penalty: 5131.675293
	Iteration 3Q: 3 clusters Score -6063935 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -6064571.000000 Penalty: 5131.675293
	Iteration 4Q: 3 clusters Score -6064571 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -6065446.500000 Penalty: 5131.675293
	Iteration 5F: 3 clusters Score -6065446 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -6066760.000000 Penalty: 5131.675293
	Iteration 6F: 3 clusters Score -6066760 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -6068374.500000 Penalty: 5131.675293
	Iteration 7F: 3 clusters Score -6068374 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6070090.500000 Penalty: 5131.675293
	Iteration 8F: 3 clusters Score -6070090 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6071266.500000 Penalty: 5131.675293
	Iteration 9F: 3 clusters Score -6071266 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6071897.000000 Penalty: 5131.675293
	Iteration 10Q: 3 clusters Score -6071897 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6072234.500000 Penalty: 5131.675293
	Iteration 11Q: 3 clusters Score -6072234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6072408.500000 Penalty: 5131.675293
	Iteration 12Q: 3 clusters Score -6072408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6072494.000000 Penalty: 5131.675293
	Iteration 13Q: 3 clusters Score -6072494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6072552.000000 Penalty: 5131.675293
	Iteration 14Q: 3 clusters Score -6072552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6072575.500000 Penalty: 5131.675293
	Iteration 15Q: 3 clusters Score -6072576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6072579.500000 Penalty: 5131.675293
	Iteration 16Q: 3 clusters Score -6072580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6072586.500000 Penalty: 5131.675293
	Iteration 17Q: 3 clusters Score -6072586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6072597.500000 Penalty: 5131.675293
	Iteration 18Q: 3 clusters Score -6072598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6072609.500000 Penalty: 5131.675293
	Iteration 19Q: 3 clusters Score -6072610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6072617.500000 Penalty: 5131.675293
	Iteration 20F: 3 clusters Score -6072618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6072615.500000 Penalty: 5131.675293
	Iteration 21Q: 3 clusters Score -6072616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6072624.000000 Penalty: 5131.675293
	Iteration 22Q: 3 clusters Score -6072624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6072634.000000 Penalty: 5131.675293
	Iteration 23Q: 3 clusters Score -6072634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6072636.500000 Penalty: 5131.675293
	Iteration 24Q: 3 clusters Score -6072636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6072646.000000 Penalty: 5131.675293
	Iteration 25Q: 3 clusters Score -6072646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6072645.500000 Penalty: 5131.675293
	Iteration 26Q: 3 clusters Score -6072646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6072648.500000 Penalty: 5131.675293
	Iteration 27Q: 3 clusters Score -6072648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6072652.000000 Penalty: 5131.675293
	Iteration 28Q: 3 clusters Score -6072652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6072653.500000 Penalty: 5131.675293
	Iteration 29Q: 3 clusters Score -6072654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6072646.500000 Penalty: 5131.675293
	Iteration 30Q: 3 clusters Score -6072646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6072646.500000 Penalty: 5131.675293
	Iteration 31F: 3 clusters Score -6072646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -88776.835938 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -88776.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87222.765625 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -87222.77 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87533.664062 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -87533.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87677.617188 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -87677.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87775.046875 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -87775.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87835.195312 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -87835.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87863.218750 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -87863.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87884.367188 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -87884.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87903.609375 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -87903.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87927.031250 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -87927.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87934.640625 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -87934.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87943.625000 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -87943.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87954.976562 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -87954.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87969.070312 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -87969.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87986.765625 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -87986.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87986.765625 Penalty: 3151.767578
	Iteration 14F: 3 clusters Score -87986.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -118479.523438 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -118479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116809.406250 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -116809.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117074.437500 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -117074.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117159.289062 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -117159.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -117219.296875 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -117219.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117251.445312 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -117251.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -117289.156250 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -117289.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117320.476562 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -117320.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117343.960938 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -117344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117356.906250 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -117356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -117360.703125 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -117360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -117363.320312 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -117363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -117370.179688 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -117370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -117374.468750 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -117374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117377.515625 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -117377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117382.523438 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -117382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -117390.937500 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -117390.9 nChanged 4
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: -117395.039062 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -117395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117402.632812 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -117402.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117408.757812 Penalty: 3250.043945
	Iteration 18Q: 3 clusters Score -117408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117419.000000 Penalty: 3250.043945
	Iteration 19Q: 3 clusters Score -117419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117446.023438 Penalty: 3250.043945
	Iteration 20F: 3 clusters Score -117446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -117487.992188 Penalty: 3250.043945
	Iteration 21Q: 3 clusters Score -117488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -117558.492188 Penalty: 3250.043945
	Iteration 22Q: 3 clusters Score -117558.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -117579.789062 Penalty: 3250.043945
	Iteration 23Q: 3 clusters Score -117579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -117605.242188 Penalty: 3250.043945
	Iteration 24Q: 3 clusters Score -117605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117616.218750 Penalty: 3250.043945
	Iteration 25Q: 3 clusters Score -117616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117645.679688 Penalty: 3250.043945
	Iteration 26Q: 3 clusters Score -117645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -117675.039062 Penalty: 3250.043945
	Iteration 27Q: 3 clusters Score -117675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117703.906250 Penalty: 3250.043945
	Iteration 28Q: 3 clusters Score -117703.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117741.937500 Penalty: 3250.043945
	Iteration 29Q: 3 clusters Score -117741.9 nChanged 11
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: -117782.125000 Penalty: 3250.043945
	Iteration 30Q: 3 clusters Score -117782.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -117812.007812 Penalty: 3250.043945
	Iteration 31Q: 3 clusters Score -117812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117822.757812 Penalty: 3250.043945
	Iteration 32Q: 3 clusters Score -117822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117842.585938 Penalty: 3250.043945
	Iteration 33Q: 3 clusters Score -117842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117846.640625 Penalty: 3250.043945
	Iteration 34Q: 3 clusters Score -117846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117848.781250 Penalty: 3250.043945
	Iteration 35Q: 3 clusters Score -117848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117852.640625 Penalty: 3250.043945
	Iteration 36F: 3 clusters Score -117852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -117860.320312 Penalty: 3250.043945
	Iteration 37Q: 3 clusters Score -117860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -117861.476562 Penalty: 3250.043945
	Iteration 38Q: 3 clusters Score -117861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117864.367188 Penalty: 3250.043945
	Iteration 39Q: 3 clusters Score -117864.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117868.429688 Penalty: 3250.043945
	Iteration 40F: 3 clusters Score -117868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -117880.476562 Penalty: 3250.043945
	Iteration 41Q: 3 clusters Score -117880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -117891.109375 Penalty: 3250.043945
	Iteration 42Q: 3 clusters Score -117891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -117892.078125 Penalty: 3250.043945
	Iteration 43Q: 3 clusters Score -117892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -117892.859375 Penalty: 3250.043945
	Iteration 44Q: 3 clusters Score -117892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117901.671875 Penalty: 3250.043945
	Iteration 45Q: 3 clusters Score -117901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117902.640625 Penalty: 3250.043945
	Iteration 46Q: 3 clusters Score -117902.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117902.640625 Penalty: 3250.043945
	Iteration 47F: 3 clusters Score -117902.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (18437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Entering Unmasked Estep 
Score: -3886455.500000 Penalty: 2435.884521
	Iteration 0F: 2 clusters Score -3886456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3874972.250000 Penalty: 4871.769043
	Iteration 0F: 3 clusters Score -3874972 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3879261.000000 Penalty: 4871.769043
	Iteration 1F: 3 clusters Score -3879261 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3879625.000000 Penalty: 4871.769043
	Iteration 2F: 3 clusters Score -3879625 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3879932.250000 Penalty: 4871.769043
	Iteration 3Q: 3 clusters Score -3879932 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3880147.500000 Penalty: 4871.769043
	Iteration 4Q: 3 clusters Score -3880148 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3880319.250000 Penalty: 4871.769043
	Iteration 5Q: 3 clusters Score -3880319 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3880507.500000 Penalty: 4871.769043
	Iteration 6Q: 3 clusters Score -3880508 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3880710.250000 Penalty: 4871.769043
	Iteration 7Q: 3 clusters Score -3880710 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3880920.250000 Penalty: 4871.769043
	Iteration 8Q: 3 clusters Score -3880920 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3881160.750000 Penalty: 4871.769043
	Iteration 9Q: 3 clusters Score -3881161 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3881318.250000 Penalty: 4871.769043
	Iteration 10Q: 3 clusters Score -3881318 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3881497.500000 Penalty: 4871.769043
	Iteration 11Q: 3 clusters Score -3881498 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3881851.250000 Penalty: 4871.769043
	Iteration 12Q: 3 clusters Score -3881851 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3882579.500000 Penalty: 4871.769043
	Iteration 13Q: 3 clusters Score -3882580 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3883088.250000 Penalty: 4871.769043
	Iteration 14Q: 3 clusters Score -3883088 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3883611.250000 Penalty: 4871.769043
	Iteration 15Q: 3 clusters Score -3883611 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3884015.750000 Penalty: 4871.769043
	Iteration 16Q: 3 clusters Score -3884016 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3884243.000000 Penalty: 4871.769043
	Iteration 17Q: 3 clusters Score -3884243 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3884423.500000 Penalty: 4871.769043
	Iteration 18Q: 3 clusters Score -3884424 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3884516.750000 Penalty: 4871.769043
	Iteration 19Q: 3 clusters Score -3884517 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3884551.000000 Penalty: 4871.769043
	Iteration 20F: 3 clusters Score -3884551 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3884617.750000 Penalty: 4871.769043
	Iteration 21Q: 3 clusters Score -3884618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3884645.500000 Penalty: 4871.769043
	Iteration 22Q: 3 clusters Score -3884646 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3884654.500000 Penalty: 4871.769043
	Iteration 23Q: 3 clusters Score -3884654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3884656.500000 Penalty: 4871.769043
	Iteration 24Q: 3 clusters Score -3884656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3884656.500000 Penalty: 4871.769043
	Iteration 25Q: 3 clusters Score -3884656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3884668.750000 Penalty: 4871.769043
	Iteration 26Q: 3 clusters Score -3884669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3884675.000000 Penalty: 4871.769043
	Iteration 27Q: 3 clusters Score -3884675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3884693.000000 Penalty: 4871.769043
	Iteration 28Q: 3 clusters Score -3884693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3884697.750000 Penalty: 4871.769043
	Iteration 29Q: 3 clusters Score -3884698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3884707.250000 Penalty: 4871.769043
	Iteration 30Q: 3 clusters Score -3884707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3884715.250000 Penalty: 4871.769043
	Iteration 31Q: 3 clusters Score -3884715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3884714.000000 Penalty: 4871.769043
	Iteration 32Q: 3 clusters Score -3884714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3884725.000000 Penalty: 4871.769043
	Iteration 33Q: 3 clusters Score -3884725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3884723.000000 Penalty: 4871.769043
	Iteration 34Q: 3 clusters Score -3884723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3884727.250000 Penalty: 4871.769043
	Iteration 35Q: 3 clusters Score -3884727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3884733.000000 Penalty: 4871.769043
	Iteration 36Q: 3 clusters Score -3884733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3884727.000000 Penalty: 4871.769043
	Iteration 37Q: 3 clusters Score -3884727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3884731.250000 Penalty: 4871.769043
	Iteration 38Q: 3 clusters Score -3884731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3884726.250000 Penalty: 4871.769043
	Iteration 39Q: 3 clusters Score -3884726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3884726.750000 Penalty: 4871.769043
	Iteration 40F: 3 clusters Score -3884727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3884724.750000 Penalty: 4871.769043
	Iteration 41Q: 3 clusters Score -3884725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3884727.000000 Penalty: 4871.769043
	Iteration 42Q: 3 clusters Score -3884727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3884727.250000 Penalty: 4871.769043
	Iteration 43Q: 3 clusters Score -3884727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3884728.000000 Penalty: 4871.769043
	Iteration 44Q: 3 clusters Score -3884728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3884727.500000 Penalty: 4871.769043
	Iteration 45Q: 3 clusters Score -3884728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3884731.500000 Penalty: 4871.769043
	Iteration 46Q: 3 clusters Score -3884732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3884732.250000 Penalty: 4871.769043
	Iteration 47Q: 3 clusters Score -3884732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3884727.500000 Penalty: 4871.769043
	Iteration 48Q: 3 clusters Score -3884728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3884728.500000 Penalty: 4871.769043
	Iteration 49Q: 3 clusters Score -3884728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3884727.250000 Penalty: 4871.769043
	Iteration 50Q: 3 clusters Score -3884727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3884727.250000 Penalty: 4871.769043
	Iteration 51F: 3 clusters Score -3884727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (29530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Entering Unmasked Estep 
Score: -5728601.000000 Penalty: 2552.704346
	Iteration 0F: 2 clusters Score -5728601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5709021.500000 Penalty: 5105.408691
	Iteration 0F: 3 clusters Score -5709022 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5716180.000000 Penalty: 5105.408691
	Iteration 1F: 3 clusters Score -5716180 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -5716567.000000 Penalty: 5105.408691
	Iteration 2Q: 3 clusters Score -5716567 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -5716881.000000 Penalty: 5105.408691
	Iteration 3Q: 3 clusters Score -5716881 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5717096.500000 Penalty: 5105.408691
	Iteration 4Q: 3 clusters Score -5717096 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -5717300.500000 Penalty: 5105.408691
	Iteration 5Q: 3 clusters Score -5717300 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -5717510.500000 Penalty: 5105.408691
	Iteration 6Q: 3 clusters Score -5717510 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5717786.000000 Penalty: 5105.408691
	Iteration 7Q: 3 clusters Score -5717786 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -5718216.000000 Penalty: 5105.408691
	Iteration 8Q: 3 clusters Score -5718216 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -5718720.000000 Penalty: 5105.408691
	Iteration 9Q: 3 clusters Score -5718720 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -5719476.000000 Penalty: 5105.408691
	Iteration 10Q: 3 clusters Score -5719476 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -5720466.000000 Penalty: 5105.408691
	Iteration 11F: 3 clusters Score -5720466 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -5721771.500000 Penalty: 5105.408691
	Iteration 12F: 3 clusters Score -5721772 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5723041.500000 Penalty: 5105.408691
	Iteration 13F: 3 clusters Score -5723042 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5724232.500000 Penalty: 5105.408691
	Iteration 14F: 3 clusters Score -5724232 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5725149.000000 Penalty: 5105.408691
	Iteration 15Q: 3 clusters Score -5725149 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5725731.500000 Penalty: 5105.408691
	Iteration 16Q: 3 clusters Score -5725732 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5726019.500000 Penalty: 5105.408691
	Iteration 17Q: 3 clusters Score -5726020 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5726190.000000 Penalty: 5105.408691
	Iteration 18Q: 3 clusters Score -5726190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5726277.000000 Penalty: 5105.408691
	Iteration 19Q: 3 clusters Score -5726277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5726311.000000 Penalty: 5105.408691
	Iteration 20F: 3 clusters Score -5726311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5726329.500000 Penalty: 5105.408691
	Iteration 21Q: 3 clusters Score -5726330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5726353.500000 Penalty: 5105.408691
	Iteration 22Q: 3 clusters Score -5726354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5726366.500000 Penalty: 5105.408691
	Iteration 23Q: 3 clusters Score -5726366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5726390.000000 Penalty: 5105.408691
	Iteration 24Q: 3 clusters Score -5726390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5726403.000000 Penalty: 5105.408691
	Iteration 25Q: 3 clusters Score -5726403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5726404.500000 Penalty: 5105.408691
	Iteration 26Q: 3 clusters Score -5726404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5726409.500000 Penalty: 5105.408691
	Iteration 27Q: 3 clusters Score -5726410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5726414.500000 Penalty: 5105.408691
	Iteration 28Q: 3 clusters Score -5726414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5726418.500000 Penalty: 5105.408691
	Iteration 29Q: 3 clusters Score -5726418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5726420.000000 Penalty: 5105.408691
	Iteration 30Q: 3 clusters Score -5726420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5726429.000000 Penalty: 5105.408691
	Iteration 31Q: 3 clusters Score -5726429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5726426.500000 Penalty: 5105.408691
	Iteration 32Q: 3 clusters Score -5726426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5726428.500000 Penalty: 5105.408691
	Iteration 33Q: 3 clusters Score -5726428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5726427.500000 Penalty: 5105.408691
	Iteration 34Q: 3 clusters Score -5726428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5726431.500000 Penalty: 5105.408691
	Iteration 35Q: 3 clusters Score -5726432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5726432.500000 Penalty: 5105.408691
	Iteration 36Q: 3 clusters Score -5726432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5726436.000000 Penalty: 5105.408691
	Iteration 37Q: 3 clusters Score -5726436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5726436.000000 Penalty: 5105.408691
	Iteration 38F: 3 clusters Score -5726436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (29070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Entering Unmasked Estep 
Score: -5642935.000000 Penalty: 2548.810547
	Iteration 0F: 2 clusters Score -5642935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -5623804.000000 Penalty: 5097.621094
	Iteration 0F: 3 clusters Score -5623804 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -5630962.000000 Penalty: 5097.621094
	Iteration 1F: 3 clusters Score -5630962 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5631349.500000 Penalty: 5097.621094
	Iteration 2Q: 3 clusters Score -5631350 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5631717.000000 Penalty: 5097.621094
	Iteration 3Q: 3 clusters Score -5631717 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5632018.000000 Penalty: 5097.621094
	Iteration 4Q: 3 clusters Score -5632018 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -5632307.000000 Penalty: 5097.621094
	Iteration 5Q: 3 clusters Score -5632307 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -5632694.000000 Penalty: 5097.621094
	Iteration 6Q: 3 clusters Score -5632694 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -5633106.000000 Penalty: 5097.621094
	Iteration 7Q: 3 clusters Score -5633106 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5633702.500000 Penalty: 5097.621094
	Iteration 8Q: 3 clusters Score -5633702 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5634476.000000 Penalty: 5097.621094
	Iteration 9Q: 3 clusters Score -5634476 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5635541.500000 Penalty: 5097.621094
	Iteration 10F: 3 clusters Score -5635542 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5636684.500000 Penalty: 5097.621094
	Iteration 11F: 3 clusters Score -5636684 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5637660.500000 Penalty: 5097.621094
	Iteration 12Q: 3 clusters Score -5637660 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -5638454.500000 Penalty: 5097.621094
	Iteration 13Q: 3 clusters Score -5638454 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -5638984.500000 Penalty: 5097.621094
	Iteration 14Q: 3 clusters Score -5638984 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5639403.000000 Penalty: 5097.621094
	Iteration 15Q: 3 clusters Score -5639403 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5639669.000000 Penalty: 5097.621094
	Iteration 16Q: 3 clusters Score -5639669 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -5639894.000000 Penalty: 5097.621094
	Iteration 17Q: 3 clusters Score -5639894 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -5640062.000000 Penalty: 5097.621094
	Iteration 18Q: 3 clusters Score -5640062 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -5640174.500000 Penalty: 5097.621094
	Iteration 19Q: 3 clusters Score -5640174 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -5640298.500000 Penalty: 5097.621094
	Iteration 20F: 3 clusters Score -5640298 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5640409.000000 Penalty: 5097.621094
	Iteration 21Q: 3 clusters Score -5640409 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -5640494.500000 Penalty: 5097.621094
	Iteration 22Q: 3 clusters Score -5640494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5640553.500000 Penalty: 5097.621094
	Iteration 23Q: 3 clusters Score -5640554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -5640600.500000 Penalty: 5097.621094
	Iteration 24Q: 3 clusters Score -5640600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5640632.500000 Penalty: 5097.621094
	Iteration 25Q: 3 clusters Score -5640632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -5640673.000000 Penalty: 5097.621094
	Iteration 26Q: 3 clusters Score -5640673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5640689.000000 Penalty: 5097.621094
	Iteration 27Q: 3 clusters Score -5640689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -5640709.000000 Penalty: 5097.621094
	Iteration 28Q: 3 clusters Score -5640709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -5640720.500000 Penalty: 5097.621094
	Iteration 29Q: 3 clusters Score -5640720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -5640733.000000 Penalty: 5097.621094
	Iteration 30Q: 3 clusters Score -5640733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5640737.500000 Penalty: 5097.621094
	Iteration 31Q: 3 clusters Score -5640738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -5640738.500000 Penalty: 5097.621094
	Iteration 32Q: 3 clusters Score -5640738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -5640744.500000 Penalty: 5097.621094
	Iteration 33Q: 3 clusters Score -5640744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5640754.000000 Penalty: 5097.621094
	Iteration 34Q: 3 clusters Score -5640754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -5640762.000000 Penalty: 5097.621094
	Iteration 35Q: 3 clusters Score -5640762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5640765.500000 Penalty: 5097.621094
	Iteration 36Q: 3 clusters Score -5640766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5640768.500000 Penalty: 5097.621094
	Iteration 37Q: 3 clusters Score -5640768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -5640784.000000 Penalty: 5097.621094
	Iteration 38Q: 3 clusters Score -5640784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -5640792.000000 Penalty: 5097.621094
	Iteration 39Q: 3 clusters Score -5640792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5640791.000000 Penalty: 5097.621094
	Iteration 40F: 3 clusters Score -5640791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5640793.000000 Penalty: 5097.621094
	Iteration 41Q: 3 clusters Score -5640793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -5640805.000000 Penalty: 5097.621094
	Iteration 42Q: 3 clusters Score -5640805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -5640802.000000 Penalty: 5097.621094
	Iteration 43Q: 3 clusters Score -5640802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -5640812.000000 Penalty: 5097.621094
	Iteration 44Q: 3 clusters Score -5640812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5640816.000000 Penalty: 5097.621094
	Iteration 45Q: 3 clusters Score -5640816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -5640819.000000 Penalty: 5097.621094
	Iteration 46Q: 3 clusters Score -5640819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5640822.000000 Penalty: 5097.621094
	Iteration 47Q: 3 clusters Score -5640822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5640822.000000 Penalty: 5097.621094
	Iteration 48F: 3 clusters Score -5640822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -24215.677734 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -24215.68 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 140 members 
Entering Unmasked Estep 
Score: -23181.837891 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -23181.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23515.458984 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -23515.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23729.175781 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -23729.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23861.482422 Penalty: 2748.466797
	Iteration 3F: 3 clusters Score -23861.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23975.445312 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -23975.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24035.980469 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -24035.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24035.980469 Penalty: 2748.466797
	Iteration 6F: 3 clusters Score -24035.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (28324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Entering Unmasked Estep 
Score: -5513267.500000 Penalty: 2542.363281
	Iteration 0F: 2 clusters Score -5513268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -5494298.500000 Penalty: 5084.726562
	Iteration 0F: 3 clusters Score -5494298 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5501107.000000 Penalty: 5084.726562
	Iteration 1F: 3 clusters Score -5501107 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5501475.000000 Penalty: 5084.726562
	Iteration 2Q: 3 clusters Score -5501475 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5501799.000000 Penalty: 5084.726562
	Iteration 3Q: 3 clusters Score -5501799 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5502058.000000 Penalty: 5084.726562
	Iteration 4Q: 3 clusters Score -5502058 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -5502294.500000 Penalty: 5084.726562
	Iteration 5Q: 3 clusters Score -5502294 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5502610.000000 Penalty: 5084.726562
	Iteration 6Q: 3 clusters Score -5502610 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -5502980.000000 Penalty: 5084.726562
	Iteration 7Q: 3 clusters Score -5502980 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -5503477.500000 Penalty: 5084.726562
	Iteration 8Q: 3 clusters Score -5503478 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5504230.000000 Penalty: 5084.726562
	Iteration 9Q: 3 clusters Score -5504230 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5505379.500000 Penalty: 5084.726562
	Iteration 10F: 3 clusters Score -5505380 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5506867.500000 Penalty: 5084.726562
	Iteration 11F: 3 clusters Score -5506868 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5508300.500000 Penalty: 5084.726562
	Iteration 12F: 3 clusters Score -5508300 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -5509402.500000 Penalty: 5084.726562
	Iteration 13Q: 3 clusters Score -5509402 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -5510208.000000 Penalty: 5084.726562
	Iteration 14Q: 3 clusters Score -5510208 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5510537.500000 Penalty: 5084.726562
	Iteration 15Q: 3 clusters Score -5510538 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -5510730.000000 Penalty: 5084.726562
	Iteration 16Q: 3 clusters Score -5510730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5510807.000000 Penalty: 5084.726562
	Iteration 17Q: 3 clusters Score -5510807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5510872.000000 Penalty: 5084.726562
	Iteration 18Q: 3 clusters Score -5510872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -5510917.500000 Penalty: 5084.726562
	Iteration 19Q: 3 clusters Score -5510918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5510966.500000 Penalty: 5084.726562
	Iteration 20F: 3 clusters Score -5510966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -5510987.000000 Penalty: 5084.726562
	Iteration 21Q: 3 clusters Score -5510987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5510996.500000 Penalty: 5084.726562
	Iteration 22Q: 3 clusters Score -5510996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5511004.000000 Penalty: 5084.726562
	Iteration 23Q: 3 clusters Score -5511004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5511011.000000 Penalty: 5084.726562
	Iteration 24Q: 3 clusters Score -5511011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5511011.000000 Penalty: 5084.726562
	Iteration 25Q: 3 clusters Score -5511011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -5511014.000000 Penalty: 5084.726562
	Iteration 26Q: 3 clusters Score -5511014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -5511012.500000 Penalty: 5084.726562
	Iteration 27Q: 3 clusters Score -5511012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5511018.000000 Penalty: 5084.726562
	Iteration 28Q: 3 clusters Score -5511018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -5511021.500000 Penalty: 5084.726562
	Iteration 29Q: 3 clusters Score -5511022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5511027.000000 Penalty: 5084.726562
	Iteration 30Q: 3 clusters Score -5511027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5511027.000000 Penalty: 5084.726562
	Iteration 31F: 3 clusters Score -5511027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (17973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Entering Unmasked Estep 
Score: -3782105.500000 Penalty: 2429.563232
	Iteration 0F: 2 clusters Score -3782106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3770679.250000 Penalty: 4859.126465
	Iteration 0F: 3 clusters Score -3770679 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -3774919.000000 Penalty: 4859.126465
	Iteration 1F: 3 clusters Score -3774919 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3775285.000000 Penalty: 4859.126465
	Iteration 2F: 3 clusters Score -3775285 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3775562.000000 Penalty: 4859.126465
	Iteration 3Q: 3 clusters Score -3775562 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3775801.750000 Penalty: 4859.126465
	Iteration 4Q: 3 clusters Score -3775802 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3776024.250000 Penalty: 4859.126465
	Iteration 5Q: 3 clusters Score -3776024 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3776246.250000 Penalty: 4859.126465
	Iteration 6Q: 3 clusters Score -3776246 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3776492.000000 Penalty: 4859.126465
	Iteration 7Q: 3 clusters Score -3776492 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3776798.000000 Penalty: 4859.126465
	Iteration 8Q: 3 clusters Score -3776798 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3777069.500000 Penalty: 4859.126465
	Iteration 9Q: 3 clusters Score -3777070 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3777282.750000 Penalty: 4859.126465
	Iteration 10Q: 3 clusters Score -3777283 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3777874.250000 Penalty: 4859.126465
	Iteration 11Q: 3 clusters Score -3777874 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3778479.750000 Penalty: 4859.126465
	Iteration 12Q: 3 clusters Score -3778480 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3779006.750000 Penalty: 4859.126465
	Iteration 13Q: 3 clusters Score -3779007 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3779381.750000 Penalty: 4859.126465
	Iteration 14Q: 3 clusters Score -3779382 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3779626.500000 Penalty: 4859.126465
	Iteration 15Q: 3 clusters Score -3779626 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3779825.250000 Penalty: 4859.126465
	Iteration 16Q: 3 clusters Score -3779825 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3779905.000000 Penalty: 4859.126465
	Iteration 17Q: 3 clusters Score -3779905 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3779987.500000 Penalty: 4859.126465
	Iteration 18Q: 3 clusters Score -3779988 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3780050.250000 Penalty: 4859.126465
	Iteration 19Q: 3 clusters Score -3780050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3780081.500000 Penalty: 4859.126465
	Iteration 20F: 3 clusters Score -3780082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3780121.000000 Penalty: 4859.126465
	Iteration 21Q: 3 clusters Score -3780121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3780144.750000 Penalty: 4859.126465
	Iteration 22Q: 3 clusters Score -3780145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3780158.250000 Penalty: 4859.126465
	Iteration 23Q: 3 clusters Score -3780158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3780175.000000 Penalty: 4859.126465
	Iteration 24Q: 3 clusters Score -3780175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3780196.250000 Penalty: 4859.126465
	Iteration 25Q: 3 clusters Score -3780196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3780205.500000 Penalty: 4859.126465
	Iteration 26Q: 3 clusters Score -3780206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3780214.000000 Penalty: 4859.126465
	Iteration 27Q: 3 clusters Score -3780214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3780225.000000 Penalty: 4859.126465
	Iteration 28Q: 3 clusters Score -3780225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3780229.500000 Penalty: 4859.126465
	Iteration 29Q: 3 clusters Score -3780230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3780232.000000 Penalty: 4859.126465
	Iteration 30Q: 3 clusters Score -3780232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3780230.250000 Penalty: 4859.126465
	Iteration 31Q: 3 clusters Score -3780230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3780228.750000 Penalty: 4859.126465
	Iteration 32Q: 3 clusters Score -3780229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3780237.500000 Penalty: 4859.126465
	Iteration 33Q: 3 clusters Score -3780238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3780238.000000 Penalty: 4859.126465
	Iteration 34Q: 3 clusters Score -3780238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3780247.250000 Penalty: 4859.126465
	Iteration 35Q: 3 clusters Score -3780247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3780243.250000 Penalty: 4859.126465
	Iteration 36Q: 3 clusters Score -3780243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3780246.250000 Penalty: 4859.126465
	Iteration 37Q: 3 clusters Score -3780246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3780245.500000 Penalty: 4859.126465
	Iteration 38Q: 3 clusters Score -3780246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3780245.750000 Penalty: 4859.126465
	Iteration 39Q: 3 clusters Score -3780246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3780252.500000 Penalty: 4859.126465
	Iteration 40F: 3 clusters Score -3780252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3780250.750000 Penalty: 4859.126465
	Iteration 41Q: 3 clusters Score -3780251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3780250.500000 Penalty: 4859.126465
	Iteration 42Q: 3 clusters Score -3780250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3780251.750000 Penalty: 4859.126465
	Iteration 43Q: 3 clusters Score -3780252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3780250.500000 Penalty: 4859.126465
	Iteration 44Q: 3 clusters Score -3780250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3780260.250000 Penalty: 4859.126465
	Iteration 45Q: 3 clusters Score -3780260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3780256.750000 Penalty: 4859.126465
	Iteration 46Q: 3 clusters Score -3780257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3780258.500000 Penalty: 4859.126465
	Iteration 47Q: 3 clusters Score -3780258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3780262.000000 Penalty: 4859.126465
	Iteration 48Q: 3 clusters Score -3780262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3780262.000000 Penalty: 4859.126465
	Iteration 49F: 3 clusters Score -3780262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (34915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Entering Unmasked Estep 
Score: -6700073.000000 Penalty: 2594.246582
	Iteration 0F: 2 clusters Score -6700073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -6677300.000000 Penalty: 5188.493164
	Iteration 0F: 3 clusters Score -6677300 nChanged 15878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -6685982.500000 Penalty: 5188.493164
	Iteration 1F: 3 clusters Score -6685982 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -6686386.500000 Penalty: 5188.493164
	Iteration 2Q: 3 clusters Score -6686386 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -6686740.500000 Penalty: 5188.493164
	Iteration 3Q: 3 clusters Score -6686740 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -6687064.500000 Penalty: 5188.493164
	Iteration 4Q: 3 clusters Score -6687064 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -6687395.500000 Penalty: 5188.493164
	Iteration 5Q: 3 clusters Score -6687396 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -6687813.500000 Penalty: 5188.493164
	Iteration 6Q: 3 clusters Score -6687814 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -6688340.000000 Penalty: 5188.493164
	Iteration 7Q: 3 clusters Score -6688340 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -6689008.000000 Penalty: 5188.493164
	Iteration 8Q: 3 clusters Score -6689008 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -6690032.500000 Penalty: 5188.493164
	Iteration 9Q: 3 clusters Score -6690032 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -6691314.500000 Penalty: 5188.493164
	Iteration 10F: 3 clusters Score -6691314 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -6692882.500000 Penalty: 5188.493164
	Iteration 11F: 3 clusters Score -6692882 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -6694306.000000 Penalty: 5188.493164
	Iteration 12F: 3 clusters Score -6694306 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -6695396.500000 Penalty: 5188.493164
	Iteration 13Q: 3 clusters Score -6695396 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -6696182.500000 Penalty: 5188.493164
	Iteration 14Q: 3 clusters Score -6696182 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -6696724.500000 Penalty: 5188.493164
	Iteration 15Q: 3 clusters Score -6696724 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -6697110.500000 Penalty: 5188.493164
	Iteration 16Q: 3 clusters Score -6697110 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -6697317.500000 Penalty: 5188.493164
	Iteration 17Q: 3 clusters Score -6697318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -6697478.000000 Penalty: 5188.493164
	Iteration 18Q: 3 clusters Score -6697478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -6697566.500000 Penalty: 5188.493164
	Iteration 19Q: 3 clusters Score -6697566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -6697606.500000 Penalty: 5188.493164
	Iteration 20F: 3 clusters Score -6697606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -6697646.500000 Penalty: 5188.493164
	Iteration 21Q: 3 clusters Score -6697646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -6697686.500000 Penalty: 5188.493164
	Iteration 22Q: 3 clusters Score -6697686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -6697708.000000 Penalty: 5188.493164
	Iteration 23Q: 3 clusters Score -6697708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -6697731.500000 Penalty: 5188.493164
	Iteration 24Q: 3 clusters Score -6697732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -6697745.000000 Penalty: 5188.493164
	Iteration 25Q: 3 clusters Score -6697745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -6697765.000000 Penalty: 5188.493164
	Iteration 26Q: 3 clusters Score -6697765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -6697781.000000 Penalty: 5188.493164
	Iteration 27Q: 3 clusters Score -6697781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6697780.000000 Penalty: 5188.493164
	Iteration 28Q: 3 clusters Score -6697780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6697786.000000 Penalty: 5188.493164
	Iteration 29Q: 3 clusters Score -6697786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -6697785.500000 Penalty: 5188.493164
	Iteration 30Q: 3 clusters Score -6697786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -6697790.000000 Penalty: 5188.493164
	Iteration 31Q: 3 clusters Score -6697790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6697793.000000 Penalty: 5188.493164
	Iteration 32Q: 3 clusters Score -6697793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6697801.000000 Penalty: 5188.493164
	Iteration 33Q: 3 clusters Score -6697801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6697802.500000 Penalty: 5188.493164
	Iteration 34Q: 3 clusters Score -6697802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -6697805.500000 Penalty: 5188.493164
	Iteration 35Q: 3 clusters Score -6697806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -6697805.500000 Penalty: 5188.493164
	Iteration 36F: 3 clusters Score -6697806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 34516 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19371 members 
Mstep: Class 13 contains 32642 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28157 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24327 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12664 members 
Mstep: Class 42 contains 28714 members 
Mstep: Class 43 contains 7426 members 
Mstep: Class 44 contains 58924 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14779 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41375 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19666 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14834 members 
Mstep: Class 55 contains 28639 members 
Mstep: Class 56 contains 21026 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14545 members 
Mstep: Class 60 contains 31908 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14829 members 
Mstep: Class 63 contains 31136 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18437 members 
Mstep: Class 67 contains 29530 members 
Mstep: Class 68 contains 29070 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28324 members 
Mstep: Class 71 contains 17973 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376480.000000 Penalty: 243551.406250
Iteration 439Q: 73 clusters Score -1.613765e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5116 members 
Mstep: Class 8 contains 34520 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19382 members 
Mstep: Class 13 contains 32645 members 
Mstep: Class 14 contains 30523 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 28152 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16816 members 
Mstep: Class 28 contains 25853 members 
Mstep: Class 29 contains 27564 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24322 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12661 members 
Mstep: Class 42 contains 28711 members 
Mstep: Class 43 contains 7423 members 
Mstep: Class 44 contains 58923 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14777 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41376 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19649 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14833 members 
Mstep: Class 55 contains 28633 members 
Mstep: Class 56 contains 21021 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14541 members 
Mstep: Class 60 contains 31881 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14820 members 
Mstep: Class 63 contains 31161 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18456 members 
Mstep: Class 67 contains 29529 members 
Mstep: Class 68 contains 29080 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28320 members 
Mstep: Class 71 contains 17983 members 
Mstep: Class 72 contains 34909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 440F: 73 clusters Score -1.613763e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5118 members 
Mstep: Class 8 contains 34528 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19400 members 
Mstep: Class 13 contains 32644 members 
Mstep: Class 14 contains 30502 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15609 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5062 members 
Mstep: Class 24 contains 28152 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16823 members 
Mstep: Class 28 contains 25856 members 
Mstep: Class 29 contains 27565 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24321 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12659 members 
Mstep: Class 42 contains 28711 members 
Mstep: Class 43 contains 7418 members 
Mstep: Class 44 contains 58915 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14767 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41374 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19639 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14834 members 
Mstep: Class 55 contains 28633 members 
Mstep: Class 56 contains 21025 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14541 members 
Mstep: Class 60 contains 31863 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14806 members 
Mstep: Class 63 contains 31190 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18460 members 
Mstep: Class 67 contains 29526 members 
Mstep: Class 68 contains 29090 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28319 members 
Mstep: Class 71 contains 17989 members 
Mstep: Class 72 contains 34905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376592.000000 Penalty: 243551.406250
Iteration 441Q: 73 clusters Score -1.613766e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5115 members 
Mstep: Class 8 contains 34532 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19429 members 
Mstep: Class 13 contains 32643 members 
Mstep: Class 14 contains 30493 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15610 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 28155 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 16820 members 
Mstep: Class 28 contains 25856 members 
Mstep: Class 29 contains 27568 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24332 members 
Mstep: Class 33 contains 9288 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28712 members 
Mstep: Class 43 contains 7416 members 
Mstep: Class 44 contains 58913 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14766 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41373 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19620 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14837 members 
Mstep: Class 55 contains 28640 members 
Mstep: Class 56 contains 21024 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14540 members 
Mstep: Class 60 contains 31851 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14799 members 
Mstep: Class 63 contains 31205 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18454 members 
Mstep: Class 67 contains 29526 members 
Mstep: Class 68 contains 29088 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28312 members 
Mstep: Class 71 contains 17997 members 
Mstep: Class 72 contains 34900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376416.000000 Penalty: 243551.406250
Iteration 442Q: 73 clusters Score -1.613764e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 34537 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19450 members 
Mstep: Class 13 contains 32639 members 
Mstep: Class 14 contains 30477 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15611 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28155 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16821 members 
Mstep: Class 28 contains 25861 members 
Mstep: Class 29 contains 27571 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24332 members 
Mstep: Class 33 contains 9287 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28717 members 
Mstep: Class 43 contains 7413 members 
Mstep: Class 44 contains 58908 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14763 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19613 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14837 members 
Mstep: Class 55 contains 28638 members 
Mstep: Class 56 contains 21024 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14538 members 
Mstep: Class 60 contains 31857 members 
Mstep: Class 61 contains 4750 members 
Mstep: Class 62 contains 14787 members 
Mstep: Class 63 contains 31209 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18452 members 
Mstep: Class 67 contains 29524 members 
Mstep: Class 68 contains 29095 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28311 members 
Mstep: Class 71 contains 18002 members 
Mstep: Class 72 contains 34899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376480.000000 Penalty: 243551.406250
Iteration 443Q: 73 clusters Score -1.613765e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34542 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19461 members 
Mstep: Class 13 contains 32634 members 
Mstep: Class 14 contains 30461 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28151 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16824 members 
Mstep: Class 28 contains 25865 members 
Mstep: Class 29 contains 27572 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24332 members 
Mstep: Class 33 contains 9287 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12660 members 
Mstep: Class 42 contains 28719 members 
Mstep: Class 43 contains 7413 members 
Mstep: Class 44 contains 58903 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14761 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41370 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19613 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14837 members 
Mstep: Class 55 contains 28649 members 
Mstep: Class 56 contains 21011 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14539 members 
Mstep: Class 60 contains 31850 members 
Mstep: Class 61 contains 4749 members 
Mstep: Class 62 contains 14779 members 
Mstep: Class 63 contains 31220 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18444 members 
Mstep: Class 67 contains 29526 members 
Mstep: Class 68 contains 29110 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28311 members 
Mstep: Class 71 contains 18008 members 
Mstep: Class 72 contains 34906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376672.000000 Penalty: 243551.406250
Iteration 444Q: 73 clusters Score -1.613767e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34548 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19470 members 
Mstep: Class 13 contains 32629 members 
Mstep: Class 14 contains 30441 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28154 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16821 members 
Mstep: Class 28 contains 25867 members 
Mstep: Class 29 contains 27577 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24327 members 
Mstep: Class 33 contains 9286 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12665 members 
Mstep: Class 42 contains 28716 members 
Mstep: Class 43 contains 7413 members 
Mstep: Class 44 contains 58896 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14761 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41368 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19614 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28657 members 
Mstep: Class 56 contains 20999 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14535 members 
Mstep: Class 60 contains 31841 members 
Mstep: Class 61 contains 4749 members 
Mstep: Class 62 contains 14780 members 
Mstep: Class 63 contains 31240 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18438 members 
Mstep: Class 67 contains 29532 members 
Mstep: Class 68 contains 29114 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28312 members 
Mstep: Class 71 contains 18011 members 
Mstep: Class 72 contains 34906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376592.000000 Penalty: 243551.406250
Iteration 445Q: 73 clusters Score -1.613766e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34553 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19478 members 
Mstep: Class 13 contains 32628 members 
Mstep: Class 14 contains 30435 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28158 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16818 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 27579 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24329 members 
Mstep: Class 33 contains 9285 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12664 members 
Mstep: Class 42 contains 28715 members 
Mstep: Class 43 contains 7413 members 
Mstep: Class 44 contains 58887 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14762 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41368 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19613 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28661 members 
Mstep: Class 56 contains 20988 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14531 members 
Mstep: Class 60 contains 31829 members 
Mstep: Class 61 contains 4749 members 
Mstep: Class 62 contains 14780 members 
Mstep: Class 63 contains 31263 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18435 members 
Mstep: Class 67 contains 29534 members 
Mstep: Class 68 contains 29112 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28309 members 
Mstep: Class 71 contains 18013 members 
Mstep: Class 72 contains 34903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376432.000000 Penalty: 243551.406250
Iteration 446Q: 73 clusters Score -1.613764e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34553 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19489 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 30422 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 28159 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16818 members 
Mstep: Class 28 contains 25882 members 
Mstep: Class 29 contains 27581 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24331 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12664 members 
Mstep: Class 42 contains 28717 members 
Mstep: Class 43 contains 7414 members 
Mstep: Class 44 contains 58883 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14758 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41370 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19616 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14839 members 
Mstep: Class 55 contains 28668 members 
Mstep: Class 56 contains 20982 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14526 members 
Mstep: Class 60 contains 31826 members 
Mstep: Class 61 contains 4749 members 
Mstep: Class 62 contains 14775 members 
Mstep: Class 63 contains 31281 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18426 members 
Mstep: Class 67 contains 29533 members 
Mstep: Class 68 contains 29111 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28304 members 
Mstep: Class 71 contains 18022 members 
Mstep: Class 72 contains 34904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376528.000000 Penalty: 243551.406250
Iteration 447Q: 73 clusters Score -1.613765e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 34553 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19498 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 30419 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16814 members 
Mstep: Class 28 contains 25886 members 
Mstep: Class 29 contains 27591 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24330 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12663 members 
Mstep: Class 42 contains 28716 members 
Mstep: Class 43 contains 7414 members 
Mstep: Class 44 contains 58878 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14757 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41371 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19606 members 
Mstep: Class 52 contains 6372 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14837 members 
Mstep: Class 55 contains 28678 members 
Mstep: Class 56 contains 20962 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14529 members 
Mstep: Class 60 contains 31824 members 
Mstep: Class 61 contains 4749 members 
Mstep: Class 62 contains 14774 members 
Mstep: Class 63 contains 31287 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18429 members 
Mstep: Class 67 contains 29534 members 
Mstep: Class 68 contains 29111 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28305 members 
Mstep: Class 71 contains 18030 members 
Mstep: Class 72 contains 34906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376624.000000 Penalty: 243551.406250
Iteration 448Q: 73 clusters Score -1.613766e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 34553 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19498 members 
Mstep: Class 13 contains 32627 members 
Mstep: Class 14 contains 30414 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16812 members 
Mstep: Class 28 contains 25881 members 
Mstep: Class 29 contains 27599 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24330 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12661 members 
Mstep: Class 42 contains 28715 members 
Mstep: Class 43 contains 7414 members 
Mstep: Class 44 contains 58874 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14759 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41369 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19608 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14836 members 
Mstep: Class 55 contains 28686 members 
Mstep: Class 56 contains 20956 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14529 members 
Mstep: Class 60 contains 31824 members 
Mstep: Class 61 contains 4750 members 
Mstep: Class 62 contains 14766 members 
Mstep: Class 63 contains 31297 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18428 members 
Mstep: Class 67 contains 29531 members 
Mstep: Class 68 contains 29108 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28305 members 
Mstep: Class 71 contains 18035 members 
Mstep: Class 72 contains 34909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376464.000000 Penalty: 243551.406250
Iteration 449Q: 73 clusters Score -1.613765e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 34552 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19500 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 30408 members 
Mstep: Class 15 contains 6389 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16815 members 
Mstep: Class 28 contains 25876 members 
Mstep: Class 29 contains 27604 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24332 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12660 members 
Mstep: Class 42 contains 28715 members 
Mstep: Class 43 contains 7413 members 
Mstep: Class 44 contains 58872 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14757 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41369 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19609 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14832 members 
Mstep: Class 55 contains 28688 members 
Mstep: Class 56 contains 20953 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14530 members 
Mstep: Class 60 contains 31837 members 
Mstep: Class 61 contains 4750 members 
Mstep: Class 62 contains 14760 members 
Mstep: Class 63 contains 31302 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18420 members 
Mstep: Class 67 contains 29529 members 
Mstep: Class 68 contains 29105 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28311 members 
Mstep: Class 71 contains 18042 members 
Mstep: Class 72 contains 34909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376400.000000 Penalty: 243551.406250
Iteration 450Q: 73 clusters Score -1.613764e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 34553 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19503 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 30395 members 
Mstep: Class 15 contains 6388 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16813 members 
Mstep: Class 28 contains 25879 members 
Mstep: Class 29 contains 27611 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24334 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12662 members 
Mstep: Class 42 contains 28706 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58867 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14757 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41369 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19615 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14832 members 
Mstep: Class 55 contains 28693 members 
Mstep: Class 56 contains 20939 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14530 members 
Mstep: Class 60 contains 31846 members 
Mstep: Class 61 contains 4750 members 
Mstep: Class 62 contains 14754 members 
Mstep: Class 63 contains 31306 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18410 members 
Mstep: Class 67 contains 29530 members 
Mstep: Class 68 contains 29104 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28319 members 
Mstep: Class 71 contains 18049 members 
Mstep: Class 72 contains 34913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376416.000000 Penalty: 243551.406250
Iteration 451Q: 73 clusters Score -1.613764e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 34554 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19505 members 
Mstep: Class 13 contains 32621 members 
Mstep: Class 14 contains 30388 members 
Mstep: Class 15 contains 6385 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28162 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 27616 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24334 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12662 members 
Mstep: Class 42 contains 28705 members 
Mstep: Class 43 contains 7410 members 
Mstep: Class 44 contains 58865 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14757 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41371 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19615 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14830 members 
Mstep: Class 55 contains 28699 members 
Mstep: Class 56 contains 20933 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14531 members 
Mstep: Class 60 contains 31845 members 
Mstep: Class 61 contains 4750 members 
Mstep: Class 62 contains 14753 members 
Mstep: Class 63 contains 31310 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18409 members 
Mstep: Class 67 contains 29530 members 
Mstep: Class 68 contains 29106 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28321 members 
Mstep: Class 71 contains 18054 members 
Mstep: Class 72 contains 34910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376400.000000 Penalty: 243551.406250
Iteration 452Q: 73 clusters Score -1.613764e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34559 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19504 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 30381 members 
Mstep: Class 15 contains 6382 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28160 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 25873 members 
Mstep: Class 29 contains 27622 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24336 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12659 members 
Mstep: Class 42 contains 28703 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58867 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14757 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41372 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19618 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14827 members 
Mstep: Class 55 contains 28705 members 
Mstep: Class 56 contains 20932 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14532 members 
Mstep: Class 60 contains 31845 members 
Mstep: Class 61 contains 4750 members 
Mstep: Class 62 contains 14749 members 
Mstep: Class 63 contains 31317 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18406 members 
Mstep: Class 67 contains 29528 members 
Mstep: Class 68 contains 29105 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28319 members 
Mstep: Class 71 contains 18062 members 
Mstep: Class 72 contains 34906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376448.000000 Penalty: 243551.406250
Iteration 453Q: 73 clusters Score -1.613764e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19507 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 30369 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16815 members 
Mstep: Class 28 contains 25867 members 
Mstep: Class 29 contains 27620 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24338 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28707 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58861 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14757 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41373 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19618 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14823 members 
Mstep: Class 55 contains 28709 members 
Mstep: Class 56 contains 20937 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14532 members 
Mstep: Class 60 contains 31846 members 
Mstep: Class 61 contains 4750 members 
Mstep: Class 62 contains 14744 members 
Mstep: Class 63 contains 31333 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18400 members 
Mstep: Class 67 contains 29523 members 
Mstep: Class 68 contains 29101 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28319 members 
Mstep: Class 71 contains 18070 members 
Mstep: Class 72 contains 34905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376480.000000 Penalty: 243551.406250
Iteration 454Q: 73 clusters Score -1.613765e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34560 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19506 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 30352 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 28159 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16817 members 
Mstep: Class 28 contains 25870 members 
Mstep: Class 29 contains 27629 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24336 members 
Mstep: Class 33 contains 9283 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28705 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58859 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14755 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41379 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19621 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14825 members 
Mstep: Class 55 contains 28710 members 
Mstep: Class 56 contains 20933 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14528 members 
Mstep: Class 60 contains 31859 members 
Mstep: Class 61 contains 4750 members 
Mstep: Class 62 contains 14738 members 
Mstep: Class 63 contains 31335 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18389 members 
Mstep: Class 67 contains 29518 members 
Mstep: Class 68 contains 29097 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28326 members 
Mstep: Class 71 contains 18080 members 
Mstep: Class 72 contains 34905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376400.000000 Penalty: 243551.406250
Iteration 455Q: 73 clusters Score -1.613764e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34560 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19504 members 
Mstep: Class 13 contains 32617 members 
Mstep: Class 14 contains 30351 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28160 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16817 members 
Mstep: Class 28 contains 25869 members 
Mstep: Class 29 contains 27631 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24338 members 
Mstep: Class 33 contains 9282 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12659 members 
Mstep: Class 42 contains 28700 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58855 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14755 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19616 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14824 members 
Mstep: Class 55 contains 28712 members 
Mstep: Class 56 contains 20933 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14523 members 
Mstep: Class 60 contains 31864 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14736 members 
Mstep: Class 63 contains 31340 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18381 members 
Mstep: Class 67 contains 29524 members 
Mstep: Class 68 contains 29093 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28331 members 
Mstep: Class 71 contains 18095 members 
Mstep: Class 72 contains 34905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376416.000000 Penalty: 243551.406250
Iteration 456Q: 73 clusters Score -1.613764e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19509 members 
Mstep: Class 13 contains 32613 members 
Mstep: Class 14 contains 30339 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28163 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16813 members 
Mstep: Class 28 contains 25870 members 
Mstep: Class 29 contains 27634 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24339 members 
Mstep: Class 33 contains 9281 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12661 members 
Mstep: Class 42 contains 28700 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58853 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14755 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19611 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14824 members 
Mstep: Class 55 contains 28710 members 
Mstep: Class 56 contains 20933 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14523 members 
Mstep: Class 60 contains 31878 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14738 members 
Mstep: Class 63 contains 31342 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18376 members 
Mstep: Class 67 contains 29527 members 
Mstep: Class 68 contains 29089 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28330 members 
Mstep: Class 71 contains 18098 members 
Mstep: Class 72 contains 34904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376256.000000 Penalty: 243551.406250
Iteration 457Q: 73 clusters Score -1.613763e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5110 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19508 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 30324 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28166 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 25864 members 
Mstep: Class 29 contains 27632 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24341 members 
Mstep: Class 33 contains 9280 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12660 members 
Mstep: Class 42 contains 28698 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58849 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14754 members 
Mstep: Class 47 contains 2638 members 
Mstep: Class 48 contains 41382 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19608 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14826 members 
Mstep: Class 55 contains 28715 members 
Mstep: Class 56 contains 20939 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14526 members 
Mstep: Class 60 contains 31877 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14733 members 
Mstep: Class 63 contains 31362 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18378 members 
Mstep: Class 67 contains 29528 members 
Mstep: Class 68 contains 29085 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28329 members 
Mstep: Class 71 contains 18103 members 
Mstep: Class 72 contains 34903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 458Q: 73 clusters Score -1.613763e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19506 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 30312 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15606 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28167 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16807 members 
Mstep: Class 28 contains 25856 members 
Mstep: Class 29 contains 27646 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24348 members 
Mstep: Class 33 contains 9280 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12659 members 
Mstep: Class 42 contains 28696 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58850 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14755 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19608 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14823 members 
Mstep: Class 55 contains 28715 members 
Mstep: Class 56 contains 20940 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14531 members 
Mstep: Class 60 contains 31873 members 
Mstep: Class 61 contains 4751 members 
Mstep: Class 62 contains 14730 members 
Mstep: Class 63 contains 31378 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18375 members 
Mstep: Class 67 contains 29527 members 
Mstep: Class 68 contains 29079 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28328 members 
Mstep: Class 71 contains 18107 members 
Mstep: Class 72 contains 34901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376240.000000 Penalty: 243551.406250
Iteration 459Q: 73 clusters Score -1.613762e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19507 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 30292 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28167 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16804 members 
Mstep: Class 28 contains 25850 members 
Mstep: Class 29 contains 27656 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24352 members 
Mstep: Class 33 contains 9281 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28699 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58850 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14756 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19610 members 
Mstep: Class 52 contains 6380 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14825 members 
Mstep: Class 55 contains 28721 members 
Mstep: Class 56 contains 20930 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14531 members 
Mstep: Class 60 contains 31872 members 
Mstep: Class 61 contains 4752 members 
Mstep: Class 62 contains 14725 members 
Mstep: Class 63 contains 31400 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18376 members 
Mstep: Class 67 contains 29529 members 
Mstep: Class 68 contains 29081 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28322 members 
Mstep: Class 71 contains 18108 members 
Mstep: Class 72 contains 34901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 460F: 73 clusters Score -1.613763e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19511 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 30285 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28166 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16800 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 27666 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24356 members 
Mstep: Class 33 contains 9282 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28698 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58848 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14753 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19609 members 
Mstep: Class 52 contains 6382 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14827 members 
Mstep: Class 55 contains 28732 members 
Mstep: Class 56 contains 20916 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14530 members 
Mstep: Class 60 contains 31865 members 
Mstep: Class 61 contains 4752 members 
Mstep: Class 62 contains 14724 members 
Mstep: Class 63 contains 31416 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18379 members 
Mstep: Class 67 contains 29530 members 
Mstep: Class 68 contains 29079 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28321 members 
Mstep: Class 71 contains 18106 members 
Mstep: Class 72 contains 34903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376256.000000 Penalty: 243551.406250
Iteration 461Q: 73 clusters Score -1.613763e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19510 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 30280 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28167 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16796 members 
Mstep: Class 28 contains 25836 members 
Mstep: Class 29 contains 27674 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24361 members 
Mstep: Class 33 contains 9282 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28698 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58845 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14752 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19608 members 
Mstep: Class 52 contains 6385 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14827 members 
Mstep: Class 55 contains 28737 members 
Mstep: Class 56 contains 20911 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14530 members 
Mstep: Class 60 contains 31860 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14724 members 
Mstep: Class 63 contains 31427 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18382 members 
Mstep: Class 67 contains 29530 members 
Mstep: Class 68 contains 29074 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28323 members 
Mstep: Class 71 contains 18105 members 
Mstep: Class 72 contains 34904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376208.000000 Penalty: 243551.406250
Iteration 462Q: 73 clusters Score -1.613762e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5102 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19508 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 30270 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16796 members 
Mstep: Class 28 contains 25828 members 
Mstep: Class 29 contains 27680 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24362 members 
Mstep: Class 33 contains 9282 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28698 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58844 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14751 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19610 members 
Mstep: Class 52 contains 6384 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14829 members 
Mstep: Class 55 contains 28744 members 
Mstep: Class 56 contains 20906 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14530 members 
Mstep: Class 60 contains 31865 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14719 members 
Mstep: Class 63 contains 31433 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18388 members 
Mstep: Class 67 contains 29525 members 
Mstep: Class 68 contains 29067 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28328 members 
Mstep: Class 71 contains 18105 members 
Mstep: Class 72 contains 34907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376336.000000 Penalty: 243551.406250
Iteration 463Q: 73 clusters Score -1.613763e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19511 members 
Mstep: Class 13 contains 32611 members 
Mstep: Class 14 contains 30257 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 28164 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16793 members 
Mstep: Class 28 contains 25826 members 
Mstep: Class 29 contains 27690 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24355 members 
Mstep: Class 33 contains 9282 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12656 members 
Mstep: Class 42 contains 28688 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58843 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14752 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41381 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19616 members 
Mstep: Class 52 contains 6384 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14830 members 
Mstep: Class 55 contains 28751 members 
Mstep: Class 56 contains 20897 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14531 members 
Mstep: Class 60 contains 31857 members 
Mstep: Class 61 contains 4752 members 
Mstep: Class 62 contains 14713 members 
Mstep: Class 63 contains 31445 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18389 members 
Mstep: Class 67 contains 29532 members 
Mstep: Class 68 contains 29065 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28334 members 
Mstep: Class 71 contains 18108 members 
Mstep: Class 72 contains 34909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376240.000000 Penalty: 243551.406250
Iteration 464Q: 73 clusters Score -1.613762e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 34564 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19513 members 
Mstep: Class 13 contains 32611 members 
Mstep: Class 14 contains 30253 members 
Mstep: Class 15 contains 6381 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28162 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16791 members 
Mstep: Class 28 contains 25836 members 
Mstep: Class 29 contains 27697 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24354 members 
Mstep: Class 33 contains 9282 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12655 members 
Mstep: Class 42 contains 28688 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58846 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14748 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41380 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19619 members 
Mstep: Class 52 contains 6384 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14834 members 
Mstep: Class 55 contains 28746 members 
Mstep: Class 56 contains 20883 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14530 members 
Mstep: Class 60 contains 31852 members 
Mstep: Class 61 contains 4752 members 
Mstep: Class 62 contains 14710 members 
Mstep: Class 63 contains 31449 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18389 members 
Mstep: Class 67 contains 29531 members 
Mstep: Class 68 contains 29061 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28342 members 
Mstep: Class 71 contains 18108 members 
Mstep: Class 72 contains 34911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376320.000000 Penalty: 243551.406250
Iteration 465Q: 73 clusters Score -1.613763e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19513 members 
Mstep: Class 13 contains 32612 members 
Mstep: Class 14 contains 30248 members 
Mstep: Class 15 contains 6380 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15608 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28159 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16793 members 
Mstep: Class 28 contains 25833 members 
Mstep: Class 29 contains 27703 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24354 members 
Mstep: Class 33 contains 9281 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12654 members 
Mstep: Class 42 contains 28682 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58850 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14750 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41382 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2444 members 
Mstep: Class 51 contains 19624 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14834 members 
Mstep: Class 55 contains 28752 members 
Mstep: Class 56 contains 20872 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14529 members 
Mstep: Class 60 contains 31857 members 
Mstep: Class 61 contains 4752 members 
Mstep: Class 62 contains 14704 members 
Mstep: Class 63 contains 31457 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18388 members 
Mstep: Class 67 contains 29531 members 
Mstep: Class 68 contains 29056 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28350 members 
Mstep: Class 71 contains 18104 members 
Mstep: Class 72 contains 34912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376416.000000 Penalty: 243551.406250
Iteration 466Q: 73 clusters Score -1.613764e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19516 members 
Mstep: Class 13 contains 32610 members 
Mstep: Class 14 contains 30228 members 
Mstep: Class 15 contains 6380 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28158 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16795 members 
Mstep: Class 28 contains 25832 members 
Mstep: Class 29 contains 27732 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24355 members 
Mstep: Class 33 contains 9281 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12653 members 
Mstep: Class 42 contains 28678 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58851 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14750 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41382 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19624 members 
Mstep: Class 52 contains 6380 members 
Mstep: Class 53 contains 3060 members 
Mstep: Class 54 contains 14835 members 
Mstep: Class 55 contains 28740 members 
Mstep: Class 56 contains 20855 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14529 members 
Mstep: Class 60 contains 31862 members 
Mstep: Class 61 contains 4752 members 
Mstep: Class 62 contains 14699 members 
Mstep: Class 63 contains 31455 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18389 members 
Mstep: Class 67 contains 29534 members 
Mstep: Class 68 contains 29056 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28367 members 
Mstep: Class 71 contains 18109 members 
Mstep: Class 72 contains 34913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376256.000000 Penalty: 243551.406250
Iteration 467Q: 73 clusters Score -1.613763e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19513 members 
Mstep: Class 13 contains 32609 members 
Mstep: Class 14 contains 30211 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 28158 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16794 members 
Mstep: Class 28 contains 25837 members 
Mstep: Class 29 contains 27733 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24357 members 
Mstep: Class 33 contains 9281 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28672 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58854 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14750 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41383 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19626 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14833 members 
Mstep: Class 55 contains 28742 members 
Mstep: Class 56 contains 20842 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14531 members 
Mstep: Class 60 contains 31874 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14699 members 
Mstep: Class 63 contains 31465 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18385 members 
Mstep: Class 67 contains 29535 members 
Mstep: Class 68 contains 29055 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28370 members 
Mstep: Class 71 contains 18113 members 
Mstep: Class 72 contains 34914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376128.000000 Penalty: 243551.406250
Iteration 468Q: 73 clusters Score -1.613761e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19508 members 
Mstep: Class 13 contains 32608 members 
Mstep: Class 14 contains 30197 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 28157 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16795 members 
Mstep: Class 28 contains 25832 members 
Mstep: Class 29 contains 27738 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24357 members 
Mstep: Class 33 contains 9280 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12654 members 
Mstep: Class 42 contains 28662 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58855 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14750 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41386 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19627 members 
Mstep: Class 52 contains 6379 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14835 members 
Mstep: Class 55 contains 28752 members 
Mstep: Class 56 contains 20835 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14531 members 
Mstep: Class 60 contains 31881 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14699 members 
Mstep: Class 63 contains 31465 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18384 members 
Mstep: Class 67 contains 29544 members 
Mstep: Class 68 contains 29054 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28367 members 
Mstep: Class 71 contains 18121 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376368.000000 Penalty: 243551.406250
Iteration 469Q: 73 clusters Score -1.613764e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 34564 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19505 members 
Mstep: Class 13 contains 32605 members 
Mstep: Class 14 contains 30186 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 28156 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16791 members 
Mstep: Class 28 contains 25832 members 
Mstep: Class 29 contains 27745 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24362 members 
Mstep: Class 33 contains 9278 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12658 members 
Mstep: Class 42 contains 28660 members 
Mstep: Class 43 contains 7412 members 
Mstep: Class 44 contains 58854 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14745 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19626 members 
Mstep: Class 52 contains 6382 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14838 members 
Mstep: Class 55 contains 28753 members 
Mstep: Class 56 contains 20830 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14526 members 
Mstep: Class 60 contains 31874 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14707 members 
Mstep: Class 63 contains 31470 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18370 members 
Mstep: Class 67 contains 29550 members 
Mstep: Class 68 contains 29057 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28367 members 
Mstep: Class 71 contains 18129 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376288.000000 Penalty: 243551.406250
Iteration 470Q: 73 clusters Score -1.613763e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34564 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19502 members 
Mstep: Class 13 contains 32602 members 
Mstep: Class 14 contains 30177 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15607 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6951 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5074 members 
Mstep: Class 24 contains 28156 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16788 members 
Mstep: Class 28 contains 25844 members 
Mstep: Class 29 contains 27758 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24367 members 
Mstep: Class 33 contains 9275 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12655 members 
Mstep: Class 42 contains 28660 members 
Mstep: Class 43 contains 7411 members 
Mstep: Class 44 contains 58855 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14741 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41386 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19630 members 
Mstep: Class 52 contains 6379 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14840 members 
Mstep: Class 55 contains 28743 members 
Mstep: Class 56 contains 20812 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14521 members 
Mstep: Class 60 contains 31864 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14709 members 
Mstep: Class 63 contains 31482 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18362 members 
Mstep: Class 67 contains 29555 members 
Mstep: Class 68 contains 29059 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28377 members 
Mstep: Class 71 contains 18145 members 
Mstep: Class 72 contains 34914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376448.000000 Penalty: 243551.406250
Iteration 471Q: 73 clusters Score -1.613764e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19504 members 
Mstep: Class 13 contains 32600 members 
Mstep: Class 14 contains 30171 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15608 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5075 members 
Mstep: Class 24 contains 28156 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16791 members 
Mstep: Class 28 contains 25843 members 
Mstep: Class 29 contains 27778 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24373 members 
Mstep: Class 33 contains 9273 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28658 members 
Mstep: Class 43 contains 7408 members 
Mstep: Class 44 contains 58856 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14743 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41385 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19624 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28731 members 
Mstep: Class 56 contains 20797 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14513 members 
Mstep: Class 60 contains 31852 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14705 members 
Mstep: Class 63 contains 31493 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18362 members 
Mstep: Class 67 contains 29560 members 
Mstep: Class 68 contains 29063 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28384 members 
Mstep: Class 71 contains 18150 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376400.000000 Penalty: 243551.406250
Iteration 472Q: 73 clusters Score -1.613764e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2734 members 
Mstep: Class 12 contains 19521 members 
Mstep: Class 13 contains 32599 members 
Mstep: Class 14 contains 30164 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28157 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16789 members 
Mstep: Class 28 contains 25834 members 
Mstep: Class 29 contains 27795 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24377 members 
Mstep: Class 33 contains 9272 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12656 members 
Mstep: Class 42 contains 28659 members 
Mstep: Class 43 contains 7404 members 
Mstep: Class 44 contains 58855 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14743 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41386 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19614 members 
Mstep: Class 52 contains 6379 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14842 members 
Mstep: Class 55 contains 28734 members 
Mstep: Class 56 contains 20783 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14510 members 
Mstep: Class 60 contains 31846 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14701 members 
Mstep: Class 63 contains 31506 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18354 members 
Mstep: Class 67 contains 29558 members 
Mstep: Class 68 contains 29066 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28387 members 
Mstep: Class 71 contains 18157 members 
Mstep: Class 72 contains 34916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376544.000000 Penalty: 243551.406250
Iteration 473Q: 73 clusters Score -1.613765e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 32598 members 
Mstep: Class 14 contains 30161 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15612 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28159 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16787 members 
Mstep: Class 28 contains 25832 members 
Mstep: Class 29 contains 27815 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24377 members 
Mstep: Class 33 contains 9271 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12654 members 
Mstep: Class 42 contains 28656 members 
Mstep: Class 43 contains 7402 members 
Mstep: Class 44 contains 58857 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14743 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41386 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19600 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3061 members 
Mstep: Class 54 contains 14840 members 
Mstep: Class 55 contains 28747 members 
Mstep: Class 56 contains 20774 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14513 members 
Mstep: Class 60 contains 31836 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14703 members 
Mstep: Class 63 contains 31508 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18355 members 
Mstep: Class 67 contains 29557 members 
Mstep: Class 68 contains 29064 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28384 members 
Mstep: Class 71 contains 18162 members 
Mstep: Class 72 contains 34916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376768.000000 Penalty: 243551.406250
Iteration 474Q: 73 clusters Score -1.613768e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 30155 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16783 members 
Mstep: Class 28 contains 25825 members 
Mstep: Class 29 contains 27829 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24375 members 
Mstep: Class 33 contains 9271 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28656 members 
Mstep: Class 43 contains 7403 members 
Mstep: Class 44 contains 58856 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14739 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19610 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14840 members 
Mstep: Class 55 contains 28759 members 
Mstep: Class 56 contains 20765 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14517 members 
Mstep: Class 60 contains 31826 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14697 members 
Mstep: Class 63 contains 31505 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18352 members 
Mstep: Class 67 contains 29559 members 
Mstep: Class 68 contains 29064 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28387 members 
Mstep: Class 71 contains 18164 members 
Mstep: Class 72 contains 34916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376640.000000 Penalty: 243551.406250
Iteration 475Q: 73 clusters Score -1.613766e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 30152 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28161 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16783 members 
Mstep: Class 28 contains 25822 members 
Mstep: Class 29 contains 27835 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24374 members 
Mstep: Class 33 contains 9270 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12657 members 
Mstep: Class 42 contains 28653 members 
Mstep: Class 43 contains 7404 members 
Mstep: Class 44 contains 58856 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14739 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41388 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19610 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14840 members 
Mstep: Class 55 contains 28779 members 
Mstep: Class 56 contains 20762 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14517 members 
Mstep: Class 60 contains 31819 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14692 members 
Mstep: Class 63 contains 31511 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18354 members 
Mstep: Class 67 contains 29562 members 
Mstep: Class 68 contains 29063 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28375 members 
Mstep: Class 71 contains 18166 members 
Mstep: Class 72 contains 34917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376656.000000 Penalty: 243551.406250
Iteration 476Q: 73 clusters Score -1.613767e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5220 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 30145 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15616 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28164 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16780 members 
Mstep: Class 28 contains 25826 members 
Mstep: Class 29 contains 27839 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24373 members 
Mstep: Class 33 contains 9270 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2905 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12663 members 
Mstep: Class 42 contains 28656 members 
Mstep: Class 43 contains 7405 members 
Mstep: Class 44 contains 58854 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14738 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19612 members 
Mstep: Class 52 contains 6375 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14843 members 
Mstep: Class 55 contains 28776 members 
Mstep: Class 56 contains 20761 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14514 members 
Mstep: Class 60 contains 31811 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14689 members 
Mstep: Class 63 contains 31517 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18353 members 
Mstep: Class 67 contains 29563 members 
Mstep: Class 68 contains 29068 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28365 members 
Mstep: Class 71 contains 18166 members 
Mstep: Class 72 contains 34917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376464.000000 Penalty: 243551.406250
Iteration 477Q: 73 clusters Score -1.613765e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5220 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34565 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19537 members 
Mstep: Class 13 contains 32593 members 
Mstep: Class 14 contains 30142 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16779 members 
Mstep: Class 28 contains 25831 members 
Mstep: Class 29 contains 27839 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24376 members 
Mstep: Class 33 contains 9270 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2905 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12665 members 
Mstep: Class 42 contains 28651 members 
Mstep: Class 43 contains 7402 members 
Mstep: Class 44 contains 58854 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14742 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41388 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19612 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 14843 members 
Mstep: Class 55 contains 28773 members 
Mstep: Class 56 contains 20757 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14512 members 
Mstep: Class 60 contains 31800 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14688 members 
Mstep: Class 63 contains 31535 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18345 members 
Mstep: Class 67 contains 29568 members 
Mstep: Class 68 contains 29069 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28364 members 
Mstep: Class 71 contains 18167 members 
Mstep: Class 72 contains 34916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376416.000000 Penalty: 243551.406250
Iteration 478Q: 73 clusters Score -1.613764e+08 nChanged 165
Entering ConstructFrom: 
Score: -161376416.000000 Penalty: 243551.406250
Entering ConstructFrom: 
Trying to split cluster 1 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -197726.625000 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -197726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -195768.156250 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -195768.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -196148.703125 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -196148.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -196310.203125 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -196310.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -196430.812500 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -196430.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -196547.765625 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -196547.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -196652.812500 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -196652.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -196712.265625 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -196712.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -196753.343750 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -196753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -196784.609375 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -196784.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -196821.859375 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -196821.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196861.984375 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -196862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -196925.109375 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -196925.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196957.250000 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -196957.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196998.296875 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -196998.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -197025.953125 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -197026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -197053.640625 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -197053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -197070.218750 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -197070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -197082.578125 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -197082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -197094.687500 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -197094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -197101.859375 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -197101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -197107.125000 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -197107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -197109.140625 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -197109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -197111.203125 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -197111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -197112.312500 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -197112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -197112.312500 Penalty: 3479.793213
	Iteration 24F: 3 clusters Score -197112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -40314.265625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -40314.27 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 141 members 
Entering Unmasked Estep 
Score: -39241.117188 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -39241.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39629.304688 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -39629.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39805.757812 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -39805.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39959.621094 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -39959.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40020.214844 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -40020.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40046.976562 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -40046.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40072.605469 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -40072.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40078.511719 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -40078.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40078.511719 Penalty: 2845.339844
	Iteration 8F: 3 clusters Score -40078.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -997199.562500 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -997199.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -992466.000000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -992466 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -993974.625000 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -993974.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -994573.562500 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -994573.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -994996.875000 Penalty: 4245.790527
	Iteration 3F: 3 clusters Score -994996.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -995298.687500 Penalty: 4245.790527
	Iteration 4F: 3 clusters Score -995298.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -995516.187500 Penalty: 4245.790527
	Iteration 5F: 3 clusters Score -995516.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -995679.562500 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -995679.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -995799.000000 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -995799 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -995937.375000 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -995937.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -996068.625000 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -996068.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -996160.062500 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -996160.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -996243.125000 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -996243.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -996303.250000 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -996303.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -996337.625000 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -996337.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -996367.750000 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -996367.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -996382.937500 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -996382.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -996401.500000 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -996401.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -996418.187500 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -996418.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -996427.000000 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -996427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -996436.062500 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -996436.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -996444.812500 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -996444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -996452.312500 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -996452.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -996463.812500 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -996463.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -996471.562500 Penalty: 4245.790527
	Iteration 23Q: 3 clusters Score -996471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -996483.625000 Penalty: 4245.790527
	Iteration 24Q: 3 clusters Score -996483.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -996492.875000 Penalty: 4245.790527
	Iteration 25Q: 3 clusters Score -996492.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -996503.125000 Penalty: 4245.790527
	Iteration 26Q: 3 clusters Score -996503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -996504.875000 Penalty: 4245.790527
	Iteration 27Q: 3 clusters Score -996504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -996509.875000 Penalty: 4245.790527
	Iteration 28Q: 3 clusters Score -996509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -996512.375000 Penalty: 4245.790527
	Iteration 29Q: 3 clusters Score -996512.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -996522.375000 Penalty: 4245.790527
	Iteration 30Q: 3 clusters Score -996522.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -996530.312500 Penalty: 4245.790527
	Iteration 31Q: 3 clusters Score -996530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -996533.625000 Penalty: 4245.790527
	Iteration 32Q: 3 clusters Score -996533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -996542.687500 Penalty: 4245.790527
	Iteration 33Q: 3 clusters Score -996542.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -996555.562500 Penalty: 4245.790527
	Iteration 34Q: 3 clusters Score -996555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -996560.250000 Penalty: 4245.790527
	Iteration 35Q: 3 clusters Score -996560.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -996567.625000 Penalty: 4245.790527
	Iteration 36Q: 3 clusters Score -996567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -996569.937500 Penalty: 4245.790527
	Iteration 37Q: 3 clusters Score -996569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -996576.375000 Penalty: 4245.790527
	Iteration 38Q: 3 clusters Score -996576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -996577.000000 Penalty: 4245.790527
	Iteration 39Q: 3 clusters Score -996577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -996579.750000 Penalty: 4245.790527
	Iteration 40F: 3 clusters Score -996579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -996582.687500 Penalty: 4245.790527
	Iteration 41Q: 3 clusters Score -996582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -996582.687500 Penalty: 4245.790527
	Iteration 42F: 3 clusters Score -996582.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -92511.429688 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -92511.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -91044.500000 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -91044.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91251.554688 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -91251.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -91309.414062 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -91309.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91390.718750 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -91390.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91411.039062 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -91411.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91437.625000 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -91437.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91449.281250 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -91449.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91452.164062 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -91452.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -91459.914062 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -91459.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91468.054688 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -91468.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -91471.757812 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -91471.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91474.203125 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -91474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -91493.242188 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -91493.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -91504.507812 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -91504.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -91514.601562 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -91514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -91520.132812 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -91520.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -91522.914062 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -91522.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -91524.195312 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -91524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -91524.742188 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -91524.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -91524.742188 Penalty: 3123.366211
	Iteration 19F: 3 clusters Score -91524.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -99340.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -99340.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97892.250000 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97892.25 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98308.718750 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -98308.72 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98575.203125 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98575.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -98763.578125 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -98763.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -98880.609375 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -98880.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98978.750000 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -98978.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -99064.375000 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -99064.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -99099.640625 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -99099.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99135.515625 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -99135.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99163.671875 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -99163.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99164.734375 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -99164.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99164.734375 Penalty: 3197.863525
	Iteration 11F: 3 clusters Score -99164.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Entering Unmasked Estep 
Score: -42086.886719 Penalty: 1437.422363
	Iteration 0F: 2 clusters Score -42086.89 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 182 members 
Entering Unmasked Estep 
Score: -40919.773438 Penalty: 2874.844727
	Iteration 0F: 3 clusters Score -40919.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41140.988281 Penalty: 2874.844727
	Iteration 1F: 3 clusters Score -41140.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41235.699219 Penalty: 2874.844727
	Iteration 2F: 3 clusters Score -41235.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41312.363281 Penalty: 2874.844727
	Iteration 3Q: 3 clusters Score -41312.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41341.265625 Penalty: 2874.844727
	Iteration 4Q: 3 clusters Score -41341.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41364.371094 Penalty: 2874.844727
	Iteration 5Q: 3 clusters Score -41364.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41441.765625 Penalty: 2874.844727
	Iteration 6Q: 3 clusters Score -41441.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41487.265625 Penalty: 2874.844727
	Iteration 7Q: 3 clusters Score -41487.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41562.835938 Penalty: 2874.844727
	Iteration 8Q: 3 clusters Score -41562.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41615.398438 Penalty: 2874.844727
	Iteration 9Q: 3 clusters Score -41615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41636.917969 Penalty: 2874.844727
	Iteration 10Q: 3 clusters Score -41636.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41646.511719 Penalty: 2874.844727
	Iteration 11Q: 3 clusters Score -41646.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41652.886719 Penalty: 2874.844727
	Iteration 12F: 3 clusters Score -41652.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41722.128906 Penalty: 2874.844727
	Iteration 13Q: 3 clusters Score -41722.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41905.746094 Penalty: 2874.844727
	Iteration 14Q: 3 clusters Score -41905.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41978.593750 Penalty: 2874.844727
	Iteration 15Q: 3 clusters Score -41978.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42008.226562 Penalty: 2874.844727
	Iteration 16Q: 3 clusters Score -42008.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42075.617188 Penalty: 2874.844727
	Iteration 17Q: 3 clusters Score -42075.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42108.871094 Penalty: 2874.844727
	Iteration 18Q: 3 clusters Score -42108.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42213.355469 Penalty: 2874.844727
	Iteration 19Q: 3 clusters Score -42213.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42264.996094 Penalty: 2874.844727
	Iteration 20F: 3 clusters Score -42265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42363.449219 Penalty: 2874.844727
	Iteration 21Q: 3 clusters Score -42363.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42387.671875 Penalty: 2874.844727
	Iteration 22Q: 3 clusters Score -42387.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42388.640625 Penalty: 2874.844727
	Iteration 23Q: 3 clusters Score -42388.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42388.640625 Penalty: 2874.844727
	Iteration 24F: 3 clusters Score -42388.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 144 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19538 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16777 members 
Mstep: Class 28 contains 25834 members 
Mstep: Class 29 contains 27849 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24382 members 
Mstep: Class 33 contains 9268 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2905 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12668 members 
Mstep: Class 42 contains 28649 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58857 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14745 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19610 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28773 members 
Mstep: Class 56 contains 20751 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 31781 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14686 members 
Mstep: Class 63 contains 31550 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18343 members 
Mstep: Class 67 contains 29569 members 
Mstep: Class 68 contains 29067 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28357 members 
Mstep: Class 71 contains 18170 members 
Mstep: Class 72 contains 34915 members 
Mstep: Class 73 contains 185 members 
Entering Unmasked Estep 
Score: -161375088.000000 Penalty: 246934.062500
Splitting cluster 6 changes total score from -161376416.000000 to -161375088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Entering Unmasked Estep 
Score: -1017882.437500 Penalty: 2117.515137
	Iteration 0F: 2 clusters Score -1017882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1013300.062500 Penalty: 4235.030273
	Iteration 0F: 3 clusters Score -1013300 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1014340.437500 Penalty: 4235.030273
	Iteration 1F: 3 clusters Score -1014340 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1014525.250000 Penalty: 4235.030273
	Iteration 2F: 3 clusters Score -1014525 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1014643.937500 Penalty: 4235.030273
	Iteration 3Q: 3 clusters Score -1014644 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1014726.062500 Penalty: 4235.030273
	Iteration 4Q: 3 clusters Score -1014726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1014780.000000 Penalty: 4235.030273
	Iteration 5Q: 3 clusters Score -1014780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1014830.750000 Penalty: 4235.030273
	Iteration 6Q: 3 clusters Score -1014831 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1014869.812500 Penalty: 4235.030273
	Iteration 7Q: 3 clusters Score -1014870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1014906.375000 Penalty: 4235.030273
	Iteration 8Q: 3 clusters Score -1014906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1014937.250000 Penalty: 4235.030273
	Iteration 9Q: 3 clusters Score -1014937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1014968.437500 Penalty: 4235.030273
	Iteration 10Q: 3 clusters Score -1014968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1014996.437500 Penalty: 4235.030273
	Iteration 11Q: 3 clusters Score -1014996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1015037.375000 Penalty: 4235.030273
	Iteration 12Q: 3 clusters Score -1015037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1015080.625000 Penalty: 4235.030273
	Iteration 13Q: 3 clusters Score -1015081 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1015126.562500 Penalty: 4235.030273
	Iteration 14Q: 3 clusters Score -1015127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1015167.812500 Penalty: 4235.030273
	Iteration 15Q: 3 clusters Score -1015168 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1015225.625000 Penalty: 4235.030273
	Iteration 16Q: 3 clusters Score -1015226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1015291.812500 Penalty: 4235.030273
	Iteration 17Q: 3 clusters Score -1015292 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1015366.375000 Penalty: 4235.030273
	Iteration 18Q: 3 clusters Score -1015366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1015440.187500 Penalty: 4235.030273
	Iteration 19Q: 3 clusters Score -1015440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1015498.937500 Penalty: 4235.030273
	Iteration 20F: 3 clusters Score -1015499 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1015554.312500 Penalty: 4235.030273
	Iteration 21Q: 3 clusters Score -1015554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1015610.500000 Penalty: 4235.030273
	Iteration 22Q: 3 clusters Score -1015610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1015664.125000 Penalty: 4235.030273
	Iteration 23Q: 3 clusters Score -1015664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1015719.000000 Penalty: 4235.030273
	Iteration 24Q: 3 clusters Score -1015719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1015761.250000 Penalty: 4235.030273
	Iteration 25Q: 3 clusters Score -1015761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1015805.500000 Penalty: 4235.030273
	Iteration 26Q: 3 clusters Score -1015806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1015843.687500 Penalty: 4235.030273
	Iteration 27Q: 3 clusters Score -1015844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1015881.125000 Penalty: 4235.030273
	Iteration 28Q: 3 clusters Score -1015881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1015920.375000 Penalty: 4235.030273
	Iteration 29Q: 3 clusters Score -1015920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1015965.562500 Penalty: 4235.030273
	Iteration 30Q: 3 clusters Score -1015966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1015988.937500 Penalty: 4235.030273
	Iteration 31Q: 3 clusters Score -1015989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1016003.437500 Penalty: 4235.030273
	Iteration 32Q: 3 clusters Score -1016003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1016009.062500 Penalty: 4235.030273
	Iteration 33Q: 3 clusters Score -1016009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1016017.687500 Penalty: 4235.030273
	Iteration 34Q: 3 clusters Score -1016018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1016025.000000 Penalty: 4235.030273
	Iteration 35Q: 3 clusters Score -1016025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1016034.062500 Penalty: 4235.030273
	Iteration 36Q: 3 clusters Score -1016034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1016035.687500 Penalty: 4235.030273
	Iteration 37Q: 3 clusters Score -1016036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1016039.687500 Penalty: 4235.030273
	Iteration 38Q: 3 clusters Score -1016040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1016043.562500 Penalty: 4235.030273
	Iteration 39Q: 3 clusters Score -1016044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1016049.937500 Penalty: 4235.030273
	Iteration 40F: 3 clusters Score -1016050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1016053.437500 Penalty: 4235.030273
	Iteration 41Q: 3 clusters Score -1016053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1016057.312500 Penalty: 4235.030273
	Iteration 42Q: 3 clusters Score -1016057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1016060.875000 Penalty: 4235.030273
	Iteration 43Q: 3 clusters Score -1016061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1016064.312500 Penalty: 4235.030273
	Iteration 44Q: 3 clusters Score -1016064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1016065.375000 Penalty: 4235.030273
	Iteration 45Q: 3 clusters Score -1016065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1016066.187500 Penalty: 4235.030273
	Iteration 46Q: 3 clusters Score -1016066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1016066.187500 Penalty: 4235.030273
	Iteration 47F: 3 clusters Score -1016066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Entering Unmasked Estep 
Score: -6664403.500000 Penalty: 2591.733643
	Iteration 0F: 2 clusters Score -6664404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -6642245.500000 Penalty: 5183.467285
	Iteration 0F: 3 clusters Score -6642246 nChanged 15714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -6650820.500000 Penalty: 5183.467285
	Iteration 1F: 3 clusters Score -6650820 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -6651355.500000 Penalty: 5183.467285
	Iteration 2Q: 3 clusters Score -6651356 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -6651950.000000 Penalty: 5183.467285
	Iteration 3Q: 3 clusters Score -6651950 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -6652860.000000 Penalty: 5183.467285
	Iteration 4F: 3 clusters Score -6652860 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -6654086.000000 Penalty: 5183.467285
	Iteration 5F: 3 clusters Score -6654086 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -6655750.000000 Penalty: 5183.467285
	Iteration 6F: 3 clusters Score -6655750 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6657663.500000 Penalty: 5183.467285
	Iteration 7F: 3 clusters Score -6657664 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6659493.000000 Penalty: 5183.467285
	Iteration 8F: 3 clusters Score -6659493 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6660763.000000 Penalty: 5183.467285
	Iteration 9Q: 3 clusters Score -6660763 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6661418.500000 Penalty: 5183.467285
	Iteration 10Q: 3 clusters Score -6661418 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6661746.500000 Penalty: 5183.467285
	Iteration 11Q: 3 clusters Score -6661746 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6661919.000000 Penalty: 5183.467285
	Iteration 12Q: 3 clusters Score -6661919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6662028.500000 Penalty: 5183.467285
	Iteration 13Q: 3 clusters Score -6662028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6662081.000000 Penalty: 5183.467285
	Iteration 14Q: 3 clusters Score -6662081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6662105.000000 Penalty: 5183.467285
	Iteration 15Q: 3 clusters Score -6662105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6662116.500000 Penalty: 5183.467285
	Iteration 16Q: 3 clusters Score -6662116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6662130.000000 Penalty: 5183.467285
	Iteration 17Q: 3 clusters Score -6662130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6662139.000000 Penalty: 5183.467285
	Iteration 18Q: 3 clusters Score -6662139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6662154.000000 Penalty: 5183.467285
	Iteration 19Q: 3 clusters Score -6662154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6662161.000000 Penalty: 5183.467285
	Iteration 20F: 3 clusters Score -6662161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6662162.500000 Penalty: 5183.467285
	Iteration 21Q: 3 clusters Score -6662162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6662169.500000 Penalty: 5183.467285
	Iteration 22Q: 3 clusters Score -6662170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6662170.500000 Penalty: 5183.467285
	Iteration 23Q: 3 clusters Score -6662170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6662175.000000 Penalty: 5183.467285
	Iteration 24Q: 3 clusters Score -6662175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6662175.000000 Penalty: 5183.467285
	Iteration 25F: 3 clusters Score -6662175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -74517.164062 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -74517.16 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 205 members 
Entering Unmasked Estep 
Score: -73117.554688 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -73117.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73246.398438 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -73246.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73290.023438 Penalty: 3015.646973
	Iteration 2Q: 3 clusters Score -73290.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73341.335938 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -73341.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73417.460938 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -73417.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73506.890625 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -73506.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73585.765625 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -73585.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73681.960938 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -73681.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73723.750000 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -73723.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73775.656250 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -73775.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73923.828125 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -73923.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73999.476562 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -73999.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74076.578125 Penalty: 3015.646973
	Iteration 12Q: 3 clusters Score -74076.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74115.039062 Penalty: 3015.646973
	Iteration 13Q: 3 clusters Score -74115.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74143.007812 Penalty: 3015.646973
	Iteration 14Q: 3 clusters Score -74143.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74164.859375 Penalty: 3015.646973
	Iteration 15Q: 3 clusters Score -74164.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74172.335938 Penalty: 3015.646973
	Iteration 16Q: 3 clusters Score -74172.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74177.296875 Penalty: 3015.646973
	Iteration 17Q: 3 clusters Score -74177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74179.765625 Penalty: 3015.646973
	Iteration 18Q: 3 clusters Score -74179.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74179.765625 Penalty: 3015.646973
	Iteration 19F: 3 clusters Score -74179.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -98146.062500 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -98146.06 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 277 members 
Entering Unmasked Estep 
Score: -96729.687500 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -96729.69 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97100.273438 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -97100.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97408.921875 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -97408.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97548.750000 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -97548.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97621.875000 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -97621.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97662.539062 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -97662.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97690.062500 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -97690.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97699.242188 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -97699.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97701.554688 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -97701.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97701.554688 Penalty: 3137.770020
	Iteration 9F: 3 clusters Score -97701.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -519493.968750 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -519494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -516459.531250 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -516459.5 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -517355.687500 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -517355.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -517705.843750 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -517705.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -517896.531250 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -517896.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -518050.687500 Penalty: 3925.469238
	Iteration 4F: 3 clusters Score -518050.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -518182.750000 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -518182.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -518303.406250 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -518303.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -518410.062500 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -518410.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -518511.468750 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -518511.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -518618.000000 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -518618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -518751.750000 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -518751.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -518899.437500 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -518899.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -518988.656250 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -518988.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -519033.531250 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -519033.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -519062.593750 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -519062.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -519080.156250 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -519080.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -519092.687500 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -519092.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -519109.468750 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -519109.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -519122.500000 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -519122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -519126.656250 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -519126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -519128.375000 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -519128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -519128.625000 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -519128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -519128.625000 Penalty: 3925.469238
	Iteration 22F: 3 clusters Score -519128.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Entering Unmasked Estep 
Score: -4120524.750000 Penalty: 2450.268799
	Iteration 0F: 2 clusters Score -4120525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4108687.250000 Penalty: 4900.537598
	Iteration 0F: 3 clusters Score -4108687 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -4113135.500000 Penalty: 4900.537598
	Iteration 1F: 3 clusters Score -4113136 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4113616.250000 Penalty: 4900.537598
	Iteration 2F: 3 clusters Score -4113616 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4114044.000000 Penalty: 4900.537598
	Iteration 3F: 3 clusters Score -4114044 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -4114474.750000 Penalty: 4900.537598
	Iteration 4Q: 3 clusters Score -4114475 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -4114930.000000 Penalty: 4900.537598
	Iteration 5Q: 3 clusters Score -4114930 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -4115527.250000 Penalty: 4900.537598
	Iteration 6F: 3 clusters Score -4115527 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4116461.500000 Penalty: 4900.537598
	Iteration 7F: 3 clusters Score -4116462 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4117701.250000 Penalty: 4900.537598
	Iteration 8F: 3 clusters Score -4117701 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4118448.250000 Penalty: 4900.537598
	Iteration 9F: 3 clusters Score -4118448 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4118912.750000 Penalty: 4900.537598
	Iteration 10Q: 3 clusters Score -4118913 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -4119184.500000 Penalty: 4900.537598
	Iteration 11Q: 3 clusters Score -4119184 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -4119334.000000 Penalty: 4900.537598
	Iteration 12Q: 3 clusters Score -4119334 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -4119437.250000 Penalty: 4900.537598
	Iteration 13Q: 3 clusters Score -4119437 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4119498.250000 Penalty: 4900.537598
	Iteration 14Q: 3 clusters Score -4119498 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4119502.500000 Penalty: 4900.537598
	Iteration 15Q: 3 clusters Score -4119502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -4119535.000000 Penalty: 4900.537598
	Iteration 16Q: 3 clusters Score -4119535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4119548.000000 Penalty: 4900.537598
	Iteration 17Q: 3 clusters Score -4119548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4119550.500000 Penalty: 4900.537598
	Iteration 18Q: 3 clusters Score -4119550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -4119567.000000 Penalty: 4900.537598
	Iteration 19Q: 3 clusters Score -4119567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4119581.000000 Penalty: 4900.537598
	Iteration 20F: 3 clusters Score -4119581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4119579.000000 Penalty: 4900.537598
	Iteration 21Q: 3 clusters Score -4119579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4119593.250000 Penalty: 4900.537598
	Iteration 22Q: 3 clusters Score -4119593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4119592.750000 Penalty: 4900.537598
	Iteration 23Q: 3 clusters Score -4119593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4119600.500000 Penalty: 4900.537598
	Iteration 24Q: 3 clusters Score -4119600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4119599.500000 Penalty: 4900.537598
	Iteration 25Q: 3 clusters Score -4119600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -4119592.500000 Penalty: 4900.537598
	Iteration 26Q: 3 clusters Score -4119592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4119614.000000 Penalty: 4900.537598
	Iteration 27Q: 3 clusters Score -4119614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4119608.250000 Penalty: 4900.537598
	Iteration 28Q: 3 clusters Score -4119608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4119609.250000 Penalty: 4900.537598
	Iteration 29Q: 3 clusters Score -4119609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -4119612.500000 Penalty: 4900.537598
	Iteration 30Q: 3 clusters Score -4119612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4119615.500000 Penalty: 4900.537598
	Iteration 31Q: 3 clusters Score -4119616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -4119606.500000 Penalty: 4900.537598
	Iteration 32Q: 3 clusters Score -4119606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -4119607.000000 Penalty: 4900.537598
	Iteration 33Q: 3 clusters Score -4119607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4119603.750000 Penalty: 4900.537598
	Iteration 34Q: 3 clusters Score -4119604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4119603.750000 Penalty: 4900.537598
	Iteration 35F: 3 clusters Score -4119604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Entering Unmasked Estep 
Score: -6305225.000000 Penalty: 2577.194824
	Iteration 0F: 2 clusters Score -6305225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -6284412.000000 Penalty: 5154.389648
	Iteration 0F: 3 clusters Score -6284412 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -6292381.500000 Penalty: 5154.389648
	Iteration 1F: 3 clusters Score -6292382 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -6292842.000000 Penalty: 5154.389648
	Iteration 2Q: 3 clusters Score -6292842 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -6293323.500000 Penalty: 5154.389648
	Iteration 3Q: 3 clusters Score -6293324 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -6293814.000000 Penalty: 5154.389648
	Iteration 4Q: 3 clusters Score -6293814 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -6294351.500000 Penalty: 5154.389648
	Iteration 5Q: 3 clusters Score -6294352 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -6295023.000000 Penalty: 5154.389648
	Iteration 6Q: 3 clusters Score -6295023 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -6296063.500000 Penalty: 5154.389648
	Iteration 7F: 3 clusters Score -6296064 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -6297297.000000 Penalty: 5154.389648
	Iteration 8F: 3 clusters Score -6297297 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -6298830.500000 Penalty: 5154.389648
	Iteration 9F: 3 clusters Score -6298830 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -6300408.500000 Penalty: 5154.389648
	Iteration 10F: 3 clusters Score -6300408 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -6301602.000000 Penalty: 5154.389648
	Iteration 11Q: 3 clusters Score -6301602 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -6302211.500000 Penalty: 5154.389648
	Iteration 12Q: 3 clusters Score -6302212 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6302570.500000 Penalty: 5154.389648
	Iteration 13Q: 3 clusters Score -6302570 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -6302752.000000 Penalty: 5154.389648
	Iteration 14Q: 3 clusters Score -6302752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -6302836.500000 Penalty: 5154.389648
	Iteration 15Q: 3 clusters Score -6302836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -6302888.000000 Penalty: 5154.389648
	Iteration 16Q: 3 clusters Score -6302888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -6302933.500000 Penalty: 5154.389648
	Iteration 17Q: 3 clusters Score -6302934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -6302953.500000 Penalty: 5154.389648
	Iteration 18Q: 3 clusters Score -6302954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -6302984.000000 Penalty: 5154.389648
	Iteration 19Q: 3 clusters Score -6302984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -6303001.000000 Penalty: 5154.389648
	Iteration 20F: 3 clusters Score -6303001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -6303009.500000 Penalty: 5154.389648
	Iteration 21Q: 3 clusters Score -6303010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -6303021.000000 Penalty: 5154.389648
	Iteration 22Q: 3 clusters Score -6303021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -6303021.500000 Penalty: 5154.389648
	Iteration 23Q: 3 clusters Score -6303022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -6303026.000000 Penalty: 5154.389648
	Iteration 24Q: 3 clusters Score -6303026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -6303037.500000 Penalty: 5154.389648
	Iteration 25Q: 3 clusters Score -6303038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -6303034.500000 Penalty: 5154.389648
	Iteration 26Q: 3 clusters Score -6303034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -6303034.000000 Penalty: 5154.389648
	Iteration 27Q: 3 clusters Score -6303034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -6303034.000000 Penalty: 5154.389648
	Iteration 28F: 3 clusters Score -6303034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Entering Unmasked Estep 
Score: -5871657.500000 Penalty: 2557.783203
	Iteration 0F: 2 clusters Score -5871658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -5852283.000000 Penalty: 5115.566406
	Iteration 0F: 3 clusters Score -5852283 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -5859695.500000 Penalty: 5115.566406
	Iteration 1F: 3 clusters Score -5859696 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -5860104.000000 Penalty: 5115.566406
	Iteration 2Q: 3 clusters Score -5860104 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5860534.000000 Penalty: 5115.566406
	Iteration 3Q: 3 clusters Score -5860534 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -5860872.000000 Penalty: 5115.566406
	Iteration 4Q: 3 clusters Score -5860872 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5861189.000000 Penalty: 5115.566406
	Iteration 5Q: 3 clusters Score -5861189 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -5861505.500000 Penalty: 5115.566406
	Iteration 6Q: 3 clusters Score -5861506 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5861796.500000 Penalty: 5115.566406
	Iteration 7Q: 3 clusters Score -5861796 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -5862257.500000 Penalty: 5115.566406
	Iteration 8Q: 3 clusters Score -5862258 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5862821.500000 Penalty: 5115.566406
	Iteration 9Q: 3 clusters Score -5862822 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5863655.000000 Penalty: 5115.566406
	Iteration 10Q: 3 clusters Score -5863655 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -5864541.000000 Penalty: 5115.566406
	Iteration 11Q: 3 clusters Score -5864541 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -5865273.500000 Penalty: 5115.566406
	Iteration 12Q: 3 clusters Score -5865274 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5865667.500000 Penalty: 5115.566406
	Iteration 13Q: 3 clusters Score -5865668 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -5865851.000000 Penalty: 5115.566406
	Iteration 14Q: 3 clusters Score -5865851 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5866023.500000 Penalty: 5115.566406
	Iteration 15Q: 3 clusters Score -5866024 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5866194.000000 Penalty: 5115.566406
	Iteration 16Q: 3 clusters Score -5866194 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5866386.000000 Penalty: 5115.566406
	Iteration 17Q: 3 clusters Score -5866386 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5866629.500000 Penalty: 5115.566406
	Iteration 18Q: 3 clusters Score -5866630 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5866922.000000 Penalty: 5115.566406
	Iteration 19Q: 3 clusters Score -5866922 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5867285.000000 Penalty: 5115.566406
	Iteration 20F: 3 clusters Score -5867285 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -5867695.000000 Penalty: 5115.566406
	Iteration 21Q: 3 clusters Score -5867695 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -5868110.500000 Penalty: 5115.566406
	Iteration 22Q: 3 clusters Score -5868110 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5868487.500000 Penalty: 5115.566406
	Iteration 23Q: 3 clusters Score -5868488 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -5868828.500000 Penalty: 5115.566406
	Iteration 24Q: 3 clusters Score -5868828 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -5869131.000000 Penalty: 5115.566406
	Iteration 25Q: 3 clusters Score -5869131 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -5869389.500000 Penalty: 5115.566406
	Iteration 26Q: 3 clusters Score -5869390 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5869617.500000 Penalty: 5115.566406
	Iteration 27Q: 3 clusters Score -5869618 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -5869724.000000 Penalty: 5115.566406
	Iteration 28Q: 3 clusters Score -5869724 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5869816.500000 Penalty: 5115.566406
	Iteration 29Q: 3 clusters Score -5869816 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5869908.000000 Penalty: 5115.566406
	Iteration 30Q: 3 clusters Score -5869908 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5869934.500000 Penalty: 5115.566406
	Iteration 31Q: 3 clusters Score -5869934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5869959.500000 Penalty: 5115.566406
	Iteration 32Q: 3 clusters Score -5869960 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -5869972.000000 Penalty: 5115.566406
	Iteration 33Q: 3 clusters Score -5869972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -5869992.500000 Penalty: 5115.566406
	Iteration 34Q: 3 clusters Score -5869992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5869993.500000 Penalty: 5115.566406
	Iteration 35Q: 3 clusters Score -5869994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5869990.000000 Penalty: 5115.566406
	Iteration 36Q: 3 clusters Score -5869990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -5869992.000000 Penalty: 5115.566406
	Iteration 37Q: 3 clusters Score -5869992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -5870011.500000 Penalty: 5115.566406
	Iteration 38Q: 3 clusters Score -5870012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -5869999.500000 Penalty: 5115.566406
	Iteration 39Q: 3 clusters Score -5870000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -5870002.000000 Penalty: 5115.566406
	Iteration 40F: 3 clusters Score -5870002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -5870006.500000 Penalty: 5115.566406
	Iteration 41Q: 3 clusters Score -5870006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5870004.500000 Penalty: 5115.566406
	Iteration 42Q: 3 clusters Score -5870004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -5870002.500000 Penalty: 5115.566406
	Iteration 43Q: 3 clusters Score -5870002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5870003.000000 Penalty: 5115.566406
	Iteration 44Q: 3 clusters Score -5870003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5870014.000000 Penalty: 5115.566406
	Iteration 45Q: 3 clusters Score -5870014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5870022.000000 Penalty: 5115.566406
	Iteration 46Q: 3 clusters Score -5870022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5870022.000000 Penalty: 5115.566406
	Iteration 47Q: 3 clusters Score -5870022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5870020.500000 Penalty: 5115.566406
	Iteration 48Q: 3 clusters Score -5870020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -5870027.000000 Penalty: 5115.566406
	Iteration 49Q: 3 clusters Score -5870027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5870024.500000 Penalty: 5115.566406
	Iteration 50Q: 3 clusters Score -5870024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5870033.000000 Penalty: 5115.566406
	Iteration 51Q: 3 clusters Score -5870033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5870030.500000 Penalty: 5115.566406
	Iteration 52Q: 3 clusters Score -5870030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5870026.500000 Penalty: 5115.566406
	Iteration 53Q: 3 clusters Score -5870026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5870028.500000 Penalty: 5115.566406
	Iteration 54Q: 3 clusters Score -5870028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5870022.000000 Penalty: 5115.566406
	Iteration 55Q: 3 clusters Score -5870022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5870019.500000 Penalty: 5115.566406
	Iteration 56Q: 3 clusters Score -5870020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5870025.000000 Penalty: 5115.566406
	Iteration 57Q: 3 clusters Score -5870025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5870021.000000 Penalty: 5115.566406
	Iteration 58Q: 3 clusters Score -5870021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5870021.000000 Penalty: 5115.566406
	Iteration 59F: 3 clusters Score -5870021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Entering Unmasked Estep 
Score: -1176764.875000 Penalty: 2172.670166
	Iteration 0F: 2 clusters Score -1176765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1171365.875000 Penalty: 4345.340332
	Iteration 0F: 3 clusters Score -1171366 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1172715.000000 Penalty: 4345.340332
	Iteration 1F: 3 clusters Score -1172715 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1173001.500000 Penalty: 4345.340332
	Iteration 2F: 3 clusters Score -1173002 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1173210.500000 Penalty: 4345.340332
	Iteration 3F: 3 clusters Score -1173210 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1173423.625000 Penalty: 4345.340332
	Iteration 4Q: 3 clusters Score -1173424 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1173603.250000 Penalty: 4345.340332
	Iteration 5Q: 3 clusters Score -1173603 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1173743.500000 Penalty: 4345.340332
	Iteration 6Q: 3 clusters Score -1173744 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1173850.250000 Penalty: 4345.340332
	Iteration 7Q: 3 clusters Score -1173850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1173937.125000 Penalty: 4345.340332
	Iteration 8Q: 3 clusters Score -1173937 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1174018.875000 Penalty: 4345.340332
	Iteration 9Q: 3 clusters Score -1174019 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1174093.000000 Penalty: 4345.340332
	Iteration 10Q: 3 clusters Score -1174093 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1174154.375000 Penalty: 4345.340332
	Iteration 11Q: 3 clusters Score -1174154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1174210.500000 Penalty: 4345.340332
	Iteration 12Q: 3 clusters Score -1174210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1174245.750000 Penalty: 4345.340332
	Iteration 13Q: 3 clusters Score -1174246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1174273.500000 Penalty: 4345.340332
	Iteration 14Q: 3 clusters Score -1174274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1174294.125000 Penalty: 4345.340332
	Iteration 15Q: 3 clusters Score -1174294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1174314.375000 Penalty: 4345.340332
	Iteration 16Q: 3 clusters Score -1174314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1174333.375000 Penalty: 4345.340332
	Iteration 17Q: 3 clusters Score -1174333 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1174356.375000 Penalty: 4345.340332
	Iteration 18Q: 3 clusters Score -1174356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1174380.500000 Penalty: 4345.340332
	Iteration 19Q: 3 clusters Score -1174380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1174408.000000 Penalty: 4345.340332
	Iteration 20F: 3 clusters Score -1174408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1174436.750000 Penalty: 4345.340332
	Iteration 21Q: 3 clusters Score -1174437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1174469.750000 Penalty: 4345.340332
	Iteration 22Q: 3 clusters Score -1174470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1174494.500000 Penalty: 4345.340332
	Iteration 23Q: 3 clusters Score -1174494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1174526.750000 Penalty: 4345.340332
	Iteration 24Q: 3 clusters Score -1174527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1174555.625000 Penalty: 4345.340332
	Iteration 25Q: 3 clusters Score -1174556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1174585.500000 Penalty: 4345.340332
	Iteration 26Q: 3 clusters Score -1174586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1174602.625000 Penalty: 4345.340332
	Iteration 27Q: 3 clusters Score -1174603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1174617.375000 Penalty: 4345.340332
	Iteration 28Q: 3 clusters Score -1174617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1174628.625000 Penalty: 4345.340332
	Iteration 29Q: 3 clusters Score -1174629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1174648.875000 Penalty: 4345.340332
	Iteration 30Q: 3 clusters Score -1174649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1174660.875000 Penalty: 4345.340332
	Iteration 31Q: 3 clusters Score -1174661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1174685.000000 Penalty: 4345.340332
	Iteration 32Q: 3 clusters Score -1174685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1174708.000000 Penalty: 4345.340332
	Iteration 33Q: 3 clusters Score -1174708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1174732.125000 Penalty: 4345.340332
	Iteration 34Q: 3 clusters Score -1174732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1174747.750000 Penalty: 4345.340332
	Iteration 35Q: 3 clusters Score -1174748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1174755.875000 Penalty: 4345.340332
	Iteration 36Q: 3 clusters Score -1174756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1174766.250000 Penalty: 4345.340332
	Iteration 37Q: 3 clusters Score -1174766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1174782.500000 Penalty: 4345.340332
	Iteration 38Q: 3 clusters Score -1174782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1174804.000000 Penalty: 4345.340332
	Iteration 39Q: 3 clusters Score -1174804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1174828.000000 Penalty: 4345.340332
	Iteration 40F: 3 clusters Score -1174828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1174847.875000 Penalty: 4345.340332
	Iteration 41Q: 3 clusters Score -1174848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1174862.750000 Penalty: 4345.340332
	Iteration 42Q: 3 clusters Score -1174863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1174879.750000 Penalty: 4345.340332
	Iteration 43Q: 3 clusters Score -1174880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1174899.750000 Penalty: 4345.340332
	Iteration 44Q: 3 clusters Score -1174900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1174910.500000 Penalty: 4345.340332
	Iteration 45Q: 3 clusters Score -1174910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1174925.375000 Penalty: 4345.340332
	Iteration 46Q: 3 clusters Score -1174925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1174936.000000 Penalty: 4345.340332
	Iteration 47Q: 3 clusters Score -1174936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1174946.250000 Penalty: 4345.340332
	Iteration 48Q: 3 clusters Score -1174946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1174958.500000 Penalty: 4345.340332
	Iteration 49Q: 3 clusters Score -1174958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1174973.125000 Penalty: 4345.340332
	Iteration 50Q: 3 clusters Score -1174973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1174983.750000 Penalty: 4345.340332
	Iteration 51Q: 3 clusters Score -1174984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1174993.125000 Penalty: 4345.340332
	Iteration 52Q: 3 clusters Score -1174993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1175010.875000 Penalty: 4345.340332
	Iteration 53Q: 3 clusters Score -1175011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1175029.125000 Penalty: 4345.340332
	Iteration 54Q: 3 clusters Score -1175029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1175039.375000 Penalty: 4345.340332
	Iteration 55Q: 3 clusters Score -1175039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1175059.125000 Penalty: 4345.340332
	Iteration 56Q: 3 clusters Score -1175059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1175068.250000 Penalty: 4345.340332
	Iteration 57Q: 3 clusters Score -1175068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1175072.500000 Penalty: 4345.340332
	Iteration 58Q: 3 clusters Score -1175072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1175081.375000 Penalty: 4345.340332
	Iteration 59Q: 3 clusters Score -1175081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1175094.875000 Penalty: 4345.340332
	Iteration 60F: 3 clusters Score -1175095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1175106.375000 Penalty: 4345.340332
	Iteration 61Q: 3 clusters Score -1175106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1175116.625000 Penalty: 4345.340332
	Iteration 62Q: 3 clusters Score -1175117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1175128.875000 Penalty: 4345.340332
	Iteration 63Q: 3 clusters Score -1175129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1175140.500000 Penalty: 4345.340332
	Iteration 64Q: 3 clusters Score -1175140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1175152.250000 Penalty: 4345.340332
	Iteration 65Q: 3 clusters Score -1175152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1175161.125000 Penalty: 4345.340332
	Iteration 66Q: 3 clusters Score -1175161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1175167.250000 Penalty: 4345.340332
	Iteration 67Q: 3 clusters Score -1175167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1175183.125000 Penalty: 4345.340332
	Iteration 68Q: 3 clusters Score -1175183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1175194.875000 Penalty: 4345.340332
	Iteration 69Q: 3 clusters Score -1175195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1175203.125000 Penalty: 4345.340332
	Iteration 70Q: 3 clusters Score -1175203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1175215.375000 Penalty: 4345.340332
	Iteration 71Q: 3 clusters Score -1175215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1175238.625000 Penalty: 4345.340332
	Iteration 72Q: 3 clusters Score -1175239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1175252.125000 Penalty: 4345.340332
	Iteration 73Q: 3 clusters Score -1175252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1175260.250000 Penalty: 4345.340332
	Iteration 74Q: 3 clusters Score -1175260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1175269.125000 Penalty: 4345.340332
	Iteration 75Q: 3 clusters Score -1175269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1175278.625000 Penalty: 4345.340332
	Iteration 76Q: 3 clusters Score -1175279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1175287.875000 Penalty: 4345.340332
	Iteration 77Q: 3 clusters Score -1175288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1175295.250000 Penalty: 4345.340332
	Iteration 78Q: 3 clusters Score -1175295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1175302.500000 Penalty: 4345.340332
	Iteration 79Q: 3 clusters Score -1175302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1175307.125000 Penalty: 4345.340332
	Iteration 80F: 3 clusters Score -1175307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1175311.125000 Penalty: 4345.340332
	Iteration 81Q: 3 clusters Score -1175311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1175313.875000 Penalty: 4345.340332
	Iteration 82Q: 3 clusters Score -1175314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1175320.500000 Penalty: 4345.340332
	Iteration 83Q: 3 clusters Score -1175320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1175329.000000 Penalty: 4345.340332
	Iteration 84Q: 3 clusters Score -1175329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1175339.250000 Penalty: 4345.340332
	Iteration 85Q: 3 clusters Score -1175339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1175351.250000 Penalty: 4345.340332
	Iteration 86Q: 3 clusters Score -1175351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1175364.250000 Penalty: 4345.340332
	Iteration 87Q: 3 clusters Score -1175364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1175376.125000 Penalty: 4345.340332
	Iteration 88Q: 3 clusters Score -1175376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1175389.750000 Penalty: 4345.340332
	Iteration 89Q: 3 clusters Score -1175390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1175410.000000 Penalty: 4345.340332
	Iteration 90Q: 3 clusters Score -1175410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1175435.000000 Penalty: 4345.340332
	Iteration 91Q: 3 clusters Score -1175435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1175450.500000 Penalty: 4345.340332
	Iteration 92Q: 3 clusters Score -1175450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1175465.875000 Penalty: 4345.340332
	Iteration 93Q: 3 clusters Score -1175466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1175478.250000 Penalty: 4345.340332
	Iteration 94Q: 3 clusters Score -1175478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1175498.625000 Penalty: 4345.340332
	Iteration 95Q: 3 clusters Score -1175499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1175514.625000 Penalty: 4345.340332
	Iteration 96Q: 3 clusters Score -1175515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1175528.125000 Penalty: 4345.340332
	Iteration 97Q: 3 clusters Score -1175528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1175535.250000 Penalty: 4345.340332
	Iteration 98Q: 3 clusters Score -1175535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1175538.625000 Penalty: 4345.340332
	Iteration 99Q: 3 clusters Score -1175539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1175544.875000 Penalty: 4345.340332
	Iteration 100F: 3 clusters Score -1175545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1175551.250000 Penalty: 4345.340332
	Iteration 101Q: 3 clusters Score -1175551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1175562.500000 Penalty: 4345.340332
	Iteration 102Q: 3 clusters Score -1175562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1175567.125000 Penalty: 4345.340332
	Iteration 103Q: 3 clusters Score -1175567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1175570.375000 Penalty: 4345.340332
	Iteration 104Q: 3 clusters Score -1175570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1175573.625000 Penalty: 4345.340332
	Iteration 105Q: 3 clusters Score -1175574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1175575.375000 Penalty: 4345.340332
	Iteration 106Q: 3 clusters Score -1175575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1175577.625000 Penalty: 4345.340332
	Iteration 107Q: 3 clusters Score -1175578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1175578.875000 Penalty: 4345.340332
	Iteration 108Q: 3 clusters Score -1175579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1175582.000000 Penalty: 4345.340332
	Iteration 109Q: 3 clusters Score -1175582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1175580.125000 Penalty: 4345.340332
	Iteration 110Q: 3 clusters Score -1175580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1175583.375000 Penalty: 4345.340332
	Iteration 111Q: 3 clusters Score -1175583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1175583.625000 Penalty: 4345.340332
	Iteration 112Q: 3 clusters Score -1175584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1175583.625000 Penalty: 4345.340332
	Iteration 113Q: 3 clusters Score -1175584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1175583.625000 Penalty: 4345.340332
	Iteration 114F: 3 clusters Score -1175584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -22213.050781 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -22213.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20977.886719 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -20977.89 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21390.537109 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -21390.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21657.109375 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -21657.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21841.390625 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -21841.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22037.984375 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -22037.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22180.859375 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -22180.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22239.197266 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -22239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22266.853516 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -22266.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22279.197266 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -22279.2 nChanged 1
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: -22311.433594 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -22311.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22340.121094 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -22340.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22470.000000 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -22470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22507.910156 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -22507.91 nChanged 4
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: -22548.835938 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -22548.84 nChanged 0
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: -22561.519531 Penalty: 2933.097656
	Iteration 14F: 3 clusters Score -22561.52 nChanged 2
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: -22615.960938 Penalty: 2933.097656
	Iteration 15Q: 3 clusters Score -22615.96 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: -22620.482422 Penalty: 2933.097656
	Iteration 16Q: 3 clusters Score -22620.48 nChanged 0
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: -22620.482422 Penalty: 2933.097656
	Iteration 17F: 3 clusters Score -22620.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19538 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16777 members 
Mstep: Class 28 contains 25834 members 
Mstep: Class 29 contains 27849 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24382 members 
Mstep: Class 33 contains 9268 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2905 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12668 members 
Mstep: Class 42 contains 28649 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58857 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14745 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19610 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28773 members 
Mstep: Class 56 contains 20751 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 31781 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14686 members 
Mstep: Class 63 contains 31550 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18343 members 
Mstep: Class 67 contains 29569 members 
Mstep: Class 68 contains 29067 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28357 members 
Mstep: Class 71 contains 18170 members 
Mstep: Class 72 contains 34915 members 
Mstep: Class 73 contains 188 members 
Entering Unmasked Estep 
Score: -161375104.000000 Penalty: 246934.062500
Splitting cluster 16 changes total score from -161376416.000000 to -161375104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (15620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Entering Unmasked Estep 
Score: -3129738.750000 Penalty: 2394.764160
	Iteration 0F: 2 clusters Score -3129739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3118576.000000 Penalty: 4789.528320
	Iteration 0F: 3 clusters Score -3118576 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3122214.750000 Penalty: 4789.528320
	Iteration 1F: 3 clusters Score -3122215 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3122576.750000 Penalty: 4789.528320
	Iteration 2F: 3 clusters Score -3122577 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3122840.250000 Penalty: 4789.528320
	Iteration 3Q: 3 clusters Score -3122840 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3123025.750000 Penalty: 4789.528320
	Iteration 4Q: 3 clusters Score -3123026 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3123185.500000 Penalty: 4789.528320
	Iteration 5Q: 3 clusters Score -3123186 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3123315.250000 Penalty: 4789.528320
	Iteration 6Q: 3 clusters Score -3123315 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3123425.500000 Penalty: 4789.528320
	Iteration 7Q: 3 clusters Score -3123426 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3123539.500000 Penalty: 4789.528320
	Iteration 8Q: 3 clusters Score -3123540 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3123634.500000 Penalty: 4789.528320
	Iteration 9Q: 3 clusters Score -3123634 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3123743.000000 Penalty: 4789.528320
	Iteration 10Q: 3 clusters Score -3123743 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3123861.250000 Penalty: 4789.528320
	Iteration 11Q: 3 clusters Score -3123861 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3124009.250000 Penalty: 4789.528320
	Iteration 12Q: 3 clusters Score -3124009 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3124190.500000 Penalty: 4789.528320
	Iteration 13Q: 3 clusters Score -3124190 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3124440.750000 Penalty: 4789.528320
	Iteration 14Q: 3 clusters Score -3124441 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3124727.250000 Penalty: 4789.528320
	Iteration 15Q: 3 clusters Score -3124727 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3125113.250000 Penalty: 4789.528320
	Iteration 16Q: 3 clusters Score -3125113 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3125514.750000 Penalty: 4789.528320
	Iteration 17Q: 3 clusters Score -3125515 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3125938.000000 Penalty: 4789.528320
	Iteration 18Q: 3 clusters Score -3125938 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3126329.500000 Penalty: 4789.528320
	Iteration 19Q: 3 clusters Score -3126330 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3126657.000000 Penalty: 4789.528320
	Iteration 20F: 3 clusters Score -3126657 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3126960.000000 Penalty: 4789.528320
	Iteration 21Q: 3 clusters Score -3126960 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3127192.750000 Penalty: 4789.528320
	Iteration 22Q: 3 clusters Score -3127193 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3127374.000000 Penalty: 4789.528320
	Iteration 23Q: 3 clusters Score -3127374 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3127482.250000 Penalty: 4789.528320
	Iteration 24Q: 3 clusters Score -3127482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3127550.000000 Penalty: 4789.528320
	Iteration 25Q: 3 clusters Score -3127550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3127587.750000 Penalty: 4789.528320
	Iteration 26Q: 3 clusters Score -3127588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3127615.250000 Penalty: 4789.528320
	Iteration 27Q: 3 clusters Score -3127615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3127639.000000 Penalty: 4789.528320
	Iteration 28Q: 3 clusters Score -3127639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3127649.750000 Penalty: 4789.528320
	Iteration 29Q: 3 clusters Score -3127650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3127658.500000 Penalty: 4789.528320
	Iteration 30Q: 3 clusters Score -3127658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3127673.000000 Penalty: 4789.528320
	Iteration 31Q: 3 clusters Score -3127673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3127686.750000 Penalty: 4789.528320
	Iteration 32Q: 3 clusters Score -3127687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3127698.250000 Penalty: 4789.528320
	Iteration 33Q: 3 clusters Score -3127698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3127698.250000 Penalty: 4789.528320
	Iteration 34Q: 3 clusters Score -3127698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3127701.500000 Penalty: 4789.528320
	Iteration 35Q: 3 clusters Score -3127702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3127707.000000 Penalty: 4789.528320
	Iteration 36Q: 3 clusters Score -3127707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3127707.000000 Penalty: 4789.528320
	Iteration 37F: 3 clusters Score -3127707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -155373.968750 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -155374 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 412 members 
Entering Unmasked Estep 
Score: -153520.828125 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -153520.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -153746.468750 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -153746.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -153831.375000 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -153831.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -153871.828125 Penalty: 3359.447754
	Iteration 3Q: 3 clusters Score -153871.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -153918.937500 Penalty: 3359.447754
	Iteration 4Q: 3 clusters Score -153918.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -153955.531250 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -153955.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -153970.421875 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -153970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -153988.312500 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -153988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154006.140625 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -154006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154023.953125 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -154024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154056.515625 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -154056.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -154087.468750 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -154087.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154116.078125 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -154116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -154131.171875 Penalty: 3359.447754
	Iteration 13Q: 3 clusters Score -154131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -154145.265625 Penalty: 3359.447754
	Iteration 14Q: 3 clusters Score -154145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154156.656250 Penalty: 3359.447754
	Iteration 15Q: 3 clusters Score -154156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154162.390625 Penalty: 3359.447754
	Iteration 16Q: 3 clusters Score -154162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -154170.312500 Penalty: 3359.447754
	Iteration 17Q: 3 clusters Score -154170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -154175.656250 Penalty: 3359.447754
	Iteration 18Q: 3 clusters Score -154175.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -154188.953125 Penalty: 3359.447754
	Iteration 19Q: 3 clusters Score -154189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -154193.484375 Penalty: 3359.447754
	Iteration 20F: 3 clusters Score -154193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -154195.156250 Penalty: 3359.447754
	Iteration 21Q: 3 clusters Score -154195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -154207.406250 Penalty: 3359.447754
	Iteration 22Q: 3 clusters Score -154207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154224.281250 Penalty: 3359.447754
	Iteration 23Q: 3 clusters Score -154224.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -154238.000000 Penalty: 3359.447754
	Iteration 24Q: 3 clusters Score -154238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -154266.609375 Penalty: 3359.447754
	Iteration 25Q: 3 clusters Score -154266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -154292.875000 Penalty: 3359.447754
	Iteration 26Q: 3 clusters Score -154292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -154304.875000 Penalty: 3359.447754
	Iteration 27Q: 3 clusters Score -154304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154324.375000 Penalty: 3359.447754
	Iteration 28Q: 3 clusters Score -154324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154335.000000 Penalty: 3359.447754
	Iteration 29Q: 3 clusters Score -154335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154337.546875 Penalty: 3359.447754
	Iteration 30Q: 3 clusters Score -154337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -154339.484375 Penalty: 3359.447754
	Iteration 31Q: 3 clusters Score -154339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154343.250000 Penalty: 3359.447754
	Iteration 32Q: 3 clusters Score -154343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154343.250000 Penalty: 3359.447754
	Iteration 33F: 3 clusters Score -154343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -1392486.375000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -1392486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1386775.375000 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -1386775 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1388231.875000 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -1388232 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1388455.125000 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -1388455 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1388581.375000 Penalty: 4387.719727
	Iteration 3Q: 3 clusters Score -1388581 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1388681.375000 Penalty: 4387.719727
	Iteration 4Q: 3 clusters Score -1388681 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1388758.500000 Penalty: 4387.719727
	Iteration 5Q: 3 clusters Score -1388758 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1388817.375000 Penalty: 4387.719727
	Iteration 6Q: 3 clusters Score -1388817 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1388871.250000 Penalty: 4387.719727
	Iteration 7Q: 3 clusters Score -1388871 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1388914.125000 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -1388914 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1388951.375000 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -1388951 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1388981.750000 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -1388982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1389006.250000 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -1389006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1389031.750000 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -1389032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1389050.875000 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -1389051 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1389073.500000 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -1389074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1389097.500000 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -1389098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1389124.250000 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -1389124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1389148.000000 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -1389148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1389169.750000 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -1389170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1389191.750000 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -1389192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1389215.625000 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -1389216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1389242.000000 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -1389242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1389262.750000 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -1389263 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1389291.125000 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -1389291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1389315.125000 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -1389315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1389332.875000 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -1389333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1389363.875000 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -1389364 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1389413.875000 Penalty: 4387.719727
	Iteration 27Q: 3 clusters Score -1389414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1389467.625000 Penalty: 4387.719727
	Iteration 28Q: 3 clusters Score -1389468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1389532.250000 Penalty: 4387.719727
	Iteration 29Q: 3 clusters Score -1389532 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1389595.500000 Penalty: 4387.719727
	Iteration 30Q: 3 clusters Score -1389596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1389663.250000 Penalty: 4387.719727
	Iteration 31Q: 3 clusters Score -1389663 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1389743.500000 Penalty: 4387.719727
	Iteration 32Q: 3 clusters Score -1389744 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1389842.250000 Penalty: 4387.719727
	Iteration 33Q: 3 clusters Score -1389842 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1389930.875000 Penalty: 4387.719727
	Iteration 34Q: 3 clusters Score -1389931 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1390018.375000 Penalty: 4387.719727
	Iteration 35Q: 3 clusters Score -1390018 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1390097.125000 Penalty: 4387.719727
	Iteration 36Q: 3 clusters Score -1390097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1390156.750000 Penalty: 4387.719727
	Iteration 37Q: 3 clusters Score -1390157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1390205.625000 Penalty: 4387.719727
	Iteration 38Q: 3 clusters Score -1390206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1390252.500000 Penalty: 4387.719727
	Iteration 39Q: 3 clusters Score -1390252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1390303.375000 Penalty: 4387.719727
	Iteration 40F: 3 clusters Score -1390303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1390342.000000 Penalty: 4387.719727
	Iteration 41Q: 3 clusters Score -1390342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1390366.750000 Penalty: 4387.719727
	Iteration 42Q: 3 clusters Score -1390367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1390408.000000 Penalty: 4387.719727
	Iteration 43Q: 3 clusters Score -1390408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1390435.250000 Penalty: 4387.719727
	Iteration 44Q: 3 clusters Score -1390435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1390453.125000 Penalty: 4387.719727
	Iteration 45Q: 3 clusters Score -1390453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1390466.125000 Penalty: 4387.719727
	Iteration 46Q: 3 clusters Score -1390466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1390475.625000 Penalty: 4387.719727
	Iteration 47Q: 3 clusters Score -1390476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1390485.750000 Penalty: 4387.719727
	Iteration 48Q: 3 clusters Score -1390486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1390490.125000 Penalty: 4387.719727
	Iteration 49Q: 3 clusters Score -1390490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1390502.000000 Penalty: 4387.719727
	Iteration 50Q: 3 clusters Score -1390502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1390511.250000 Penalty: 4387.719727
	Iteration 51Q: 3 clusters Score -1390511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1390519.625000 Penalty: 4387.719727
	Iteration 52Q: 3 clusters Score -1390520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1390527.500000 Penalty: 4387.719727
	Iteration 53Q: 3 clusters Score -1390528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1390528.625000 Penalty: 4387.719727
	Iteration 54Q: 3 clusters Score -1390529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1390534.500000 Penalty: 4387.719727
	Iteration 55Q: 3 clusters Score -1390534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1390534.625000 Penalty: 4387.719727
	Iteration 56Q: 3 clusters Score -1390535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1390537.000000 Penalty: 4387.719727
	Iteration 57Q: 3 clusters Score -1390537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1390537.250000 Penalty: 4387.719727
	Iteration 58Q: 3 clusters Score -1390537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1390537.625000 Penalty: 4387.719727
	Iteration 59Q: 3 clusters Score -1390538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1390536.000000 Penalty: 4387.719727
	Iteration 60F: 3 clusters Score -1390536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1390537.500000 Penalty: 4387.719727
	Iteration 61Q: 3 clusters Score -1390538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1390539.750000 Penalty: 4387.719727
	Iteration 62Q: 3 clusters Score -1390540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1390539.750000 Penalty: 4387.719727
	Iteration 63F: 3 clusters Score -1390540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -67288.984375 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -67288.98 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 187 members 
Entering Unmasked Estep 
Score: -65898.187500 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -65898.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66038.960938 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -66038.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66092.992188 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -66092.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66108.718750 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -66108.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66121.742188 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -66121.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66125.960938 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -66125.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66132.273438 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -66132.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66135.171875 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -66135.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66135.171875 Penalty: 2957.935303
	Iteration 8F: 3 clusters Score -66135.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -264712.187500 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -264712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -262472.562500 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -262472.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -263077.843750 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -263077.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -263358.000000 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -263358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -263593.468750 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -263593.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263744.718750 Penalty: 3632.947021
	Iteration 4F: 3 clusters Score -263744.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -263872.218750 Penalty: 3632.947021
	Iteration 5Q: 3 clusters Score -263872.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -263991.187500 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -263991.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264078.468750 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -264078.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -264188.218750 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -264188.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -264280.125000 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -264280.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -264353.968750 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -264354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -264412.125000 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -264412.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -264470.468750 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -264470.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -264504.656250 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -264504.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -264535.968750 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -264536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -264552.812500 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -264552.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -264571.093750 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -264571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -264586.500000 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -264586.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -264590.156250 Penalty: 3632.947021
	Iteration 18Q: 3 clusters Score -264590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -264595.906250 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -264595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -264604.062500 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -264604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -264612.375000 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -264612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -264621.812500 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -264621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -264632.031250 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -264632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -264649.562500 Penalty: 3632.947021
	Iteration 24Q: 3 clusters Score -264649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -264656.843750 Penalty: 3632.947021
	Iteration 25Q: 3 clusters Score -264656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264657.312500 Penalty: 3632.947021
	Iteration 26Q: 3 clusters Score -264657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264657.312500 Penalty: 3632.947021
	Iteration 27F: 3 clusters Score -264657.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -79832.843750 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -79832.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78396.265625 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -78396.27 nChanged 129
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: -78684.250000 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -78684.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78825.765625 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -78825.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78909.867188 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -78909.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78996.109375 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -78996.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79072.445312 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -79072.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79136.460938 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -79136.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79172.804688 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -79172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79185.523438 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -79185.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79196.570312 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -79196.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79197.726562 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -79197.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79197.726562 Penalty: 3099.987793
	Iteration 11F: 3 clusters Score -79197.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Entering Unmasked Estep 
Score: -958519.125000 Penalty: 2116.005127
	Iteration 0F: 2 clusters Score -958519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -953940.687500 Penalty: 4232.010254
	Iteration 0F: 3 clusters Score -953940.7 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -955111.875000 Penalty: 4232.010254
	Iteration 1F: 3 clusters Score -955111.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -955329.812500 Penalty: 4232.010254
	Iteration 2F: 3 clusters Score -955329.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -955461.375000 Penalty: 4232.010254
	Iteration 3F: 3 clusters Score -955461.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -955562.875000 Penalty: 4232.010254
	Iteration 4Q: 3 clusters Score -955562.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -955670.312500 Penalty: 4232.010254
	Iteration 5Q: 3 clusters Score -955670.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -955763.625000 Penalty: 4232.010254
	Iteration 6Q: 3 clusters Score -955763.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -955852.812500 Penalty: 4232.010254
	Iteration 7Q: 3 clusters Score -955852.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -955921.187500 Penalty: 4232.010254
	Iteration 8Q: 3 clusters Score -955921.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -955979.562500 Penalty: 4232.010254
	Iteration 9Q: 3 clusters Score -955979.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -956024.250000 Penalty: 4232.010254
	Iteration 10Q: 3 clusters Score -956024.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -956061.125000 Penalty: 4232.010254
	Iteration 11Q: 3 clusters Score -956061.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -956085.375000 Penalty: 4232.010254
	Iteration 12Q: 3 clusters Score -956085.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -956119.312500 Penalty: 4232.010254
	Iteration 13Q: 3 clusters Score -956119.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -956157.750000 Penalty: 4232.010254
	Iteration 14Q: 3 clusters Score -956157.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -956198.375000 Penalty: 4232.010254
	Iteration 15Q: 3 clusters Score -956198.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -956237.750000 Penalty: 4232.010254
	Iteration 16Q: 3 clusters Score -956237.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -956274.750000 Penalty: 4232.010254
	Iteration 17Q: 3 clusters Score -956274.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -956314.250000 Penalty: 4232.010254
	Iteration 18Q: 3 clusters Score -956314.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -956354.250000 Penalty: 4232.010254
	Iteration 19Q: 3 clusters Score -956354.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -956398.937500 Penalty: 4232.010254
	Iteration 20F: 3 clusters Score -956398.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -956434.062500 Penalty: 4232.010254
	Iteration 21Q: 3 clusters Score -956434.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -956459.937500 Penalty: 4232.010254
	Iteration 22Q: 3 clusters Score -956459.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -956485.750000 Penalty: 4232.010254
	Iteration 23Q: 3 clusters Score -956485.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -956499.812500 Penalty: 4232.010254
	Iteration 24Q: 3 clusters Score -956499.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -956512.937500 Penalty: 4232.010254
	Iteration 25Q: 3 clusters Score -956512.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -956527.687500 Penalty: 4232.010254
	Iteration 26Q: 3 clusters Score -956527.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -956537.312500 Penalty: 4232.010254
	Iteration 27Q: 3 clusters Score -956537.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -956548.750000 Penalty: 4232.010254
	Iteration 28Q: 3 clusters Score -956548.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -956555.687500 Penalty: 4232.010254
	Iteration 29Q: 3 clusters Score -956555.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -956563.187500 Penalty: 4232.010254
	Iteration 30Q: 3 clusters Score -956563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -956569.625000 Penalty: 4232.010254
	Iteration 31Q: 3 clusters Score -956569.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -956581.250000 Penalty: 4232.010254
	Iteration 32Q: 3 clusters Score -956581.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -956591.250000 Penalty: 4232.010254
	Iteration 33Q: 3 clusters Score -956591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -956595.500000 Penalty: 4232.010254
	Iteration 34Q: 3 clusters Score -956595.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -956600.437500 Penalty: 4232.010254
	Iteration 35Q: 3 clusters Score -956600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -956610.312500 Penalty: 4232.010254
	Iteration 36Q: 3 clusters Score -956610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -956621.562500 Penalty: 4232.010254
	Iteration 37Q: 3 clusters Score -956621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -956626.500000 Penalty: 4232.010254
	Iteration 38Q: 3 clusters Score -956626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -956632.125000 Penalty: 4232.010254
	Iteration 39Q: 3 clusters Score -956632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -956636.062500 Penalty: 4232.010254
	Iteration 40F: 3 clusters Score -956636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -956637.250000 Penalty: 4232.010254
	Iteration 41Q: 3 clusters Score -956637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -956640.562500 Penalty: 4232.010254
	Iteration 42Q: 3 clusters Score -956640.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -956644.875000 Penalty: 4232.010254
	Iteration 43Q: 3 clusters Score -956644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -956649.000000 Penalty: 4232.010254
	Iteration 44Q: 3 clusters Score -956649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -956650.875000 Penalty: 4232.010254
	Iteration 45Q: 3 clusters Score -956650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -956653.750000 Penalty: 4232.010254
	Iteration 46Q: 3 clusters Score -956653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -956656.250000 Penalty: 4232.010254
	Iteration 47Q: 3 clusters Score -956656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -956659.437500 Penalty: 4232.010254
	Iteration 48Q: 3 clusters Score -956659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -956663.375000 Penalty: 4232.010254
	Iteration 49Q: 3 clusters Score -956663.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -956664.937500 Penalty: 4232.010254
	Iteration 50Q: 3 clusters Score -956664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -956665.125000 Penalty: 4232.010254
	Iteration 51Q: 3 clusters Score -956665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -956666.812500 Penalty: 4232.010254
	Iteration 52Q: 3 clusters Score -956666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -956667.750000 Penalty: 4232.010254
	Iteration 53Q: 3 clusters Score -956667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -956667.750000 Penalty: 4232.010254
	Iteration 54F: 3 clusters Score -956667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Entering Unmasked Estep 
Score: -5383768.500000 Penalty: 2540.967041
	Iteration 0F: 2 clusters Score -5383768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -5364577.500000 Penalty: 5081.934082
	Iteration 0F: 3 clusters Score -5364578 nChanged 12657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -5371251.500000 Penalty: 5081.934082
	Iteration 1F: 3 clusters Score -5371252 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -5371629.000000 Penalty: 5081.934082
	Iteration 2Q: 3 clusters Score -5371629 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -5371988.500000 Penalty: 5081.934082
	Iteration 3Q: 3 clusters Score -5371988 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -5372372.500000 Penalty: 5081.934082
	Iteration 4Q: 3 clusters Score -5372372 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -5372866.000000 Penalty: 5081.934082
	Iteration 5Q: 3 clusters Score -5372866 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -5373546.500000 Penalty: 5081.934082
	Iteration 6Q: 3 clusters Score -5373546 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -5374632.500000 Penalty: 5081.934082
	Iteration 7F: 3 clusters Score -5374632 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5376170.500000 Penalty: 5081.934082
	Iteration 8F: 3 clusters Score -5376170 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -5378060.000000 Penalty: 5081.934082
	Iteration 9F: 3 clusters Score -5378060 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5379771.000000 Penalty: 5081.934082
	Iteration 10F: 3 clusters Score -5379771 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -5380736.000000 Penalty: 5081.934082
	Iteration 11Q: 3 clusters Score -5380736 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5381163.000000 Penalty: 5081.934082
	Iteration 12Q: 3 clusters Score -5381163 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5381343.000000 Penalty: 5081.934082
	Iteration 13Q: 3 clusters Score -5381343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -5381448.000000 Penalty: 5081.934082
	Iteration 14Q: 3 clusters Score -5381448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5381507.000000 Penalty: 5081.934082
	Iteration 15Q: 3 clusters Score -5381507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -5381541.500000 Penalty: 5081.934082
	Iteration 16Q: 3 clusters Score -5381542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -5381570.000000 Penalty: 5081.934082
	Iteration 17Q: 3 clusters Score -5381570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -5381592.000000 Penalty: 5081.934082
	Iteration 18Q: 3 clusters Score -5381592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -5381616.000000 Penalty: 5081.934082
	Iteration 19Q: 3 clusters Score -5381616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -5381631.500000 Penalty: 5081.934082
	Iteration 20F: 3 clusters Score -5381632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -5381637.000000 Penalty: 5081.934082
	Iteration 21Q: 3 clusters Score -5381637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -5381637.500000 Penalty: 5081.934082
	Iteration 22Q: 3 clusters Score -5381638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -5381640.000000 Penalty: 5081.934082
	Iteration 23Q: 3 clusters Score -5381640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -5381640.000000 Penalty: 5081.934082
	Iteration 24F: 3 clusters Score -5381640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -233373.093750 Penalty: 1755.428711
	Iteration 0F: 2 clusters Score -233373.1 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 590 members 
Entering Unmasked Estep 
Score: -231325.781250 Penalty: 3510.857422
	Iteration 0F: 3 clusters Score -231325.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -231756.734375 Penalty: 3510.857422
	Iteration 1F: 3 clusters Score -231756.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -231962.468750 Penalty: 3510.857422
	Iteration 2F: 3 clusters Score -231962.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -232179.187500 Penalty: 3510.857422
	Iteration 3F: 3 clusters Score -232179.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -232386.843750 Penalty: 3510.857422
	Iteration 4F: 3 clusters Score -232386.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -232589.578125 Penalty: 3510.857422
	Iteration 5F: 3 clusters Score -232589.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -232787.968750 Penalty: 3510.857422
	Iteration 6F: 3 clusters Score -232788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -232909.859375 Penalty: 3510.857422
	Iteration 7Q: 3 clusters Score -232909.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -232963.515625 Penalty: 3510.857422
	Iteration 8Q: 3 clusters Score -232963.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -233012.218750 Penalty: 3510.857422
	Iteration 9Q: 3 clusters Score -233012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -233032.093750 Penalty: 3510.857422
	Iteration 10Q: 3 clusters Score -233032.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -233048.859375 Penalty: 3510.857422
	Iteration 11Q: 3 clusters Score -233048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -233055.781250 Penalty: 3510.857422
	Iteration 12Q: 3 clusters Score -233055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -233058.281250 Penalty: 3510.857422
	Iteration 13Q: 3 clusters Score -233058.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -233058.281250 Penalty: 3510.857422
	Iteration 14F: 3 clusters Score -233058.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -115985.164062 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -115985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -114381.921875 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -114381.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -114550.968750 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -114551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -114605.414062 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -114605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -114626.242188 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -114626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -114635.492188 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -114635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -114642.242188 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -114642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -114648.281250 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -114648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -114651.640625 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -114651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -114655.570312 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -114655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -114655.570312 Penalty: 3145.692383
	Iteration 9F: 3 clusters Score -114655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Entering Unmasked Estep 
Score: -3528241.750000 Penalty: 2412.485596
	Iteration 0F: 2 clusters Score -3528242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3517102.750000 Penalty: 4824.971191
	Iteration 0F: 3 clusters Score -3517103 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3520864.500000 Penalty: 4824.971191
	Iteration 1F: 3 clusters Score -3520864 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3521232.000000 Penalty: 4824.971191
	Iteration 2F: 3 clusters Score -3521232 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3521495.000000 Penalty: 4824.971191
	Iteration 3Q: 3 clusters Score -3521495 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3521706.750000 Penalty: 4824.971191
	Iteration 4Q: 3 clusters Score -3521707 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3521867.750000 Penalty: 4824.971191
	Iteration 5Q: 3 clusters Score -3521868 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3522002.000000 Penalty: 4824.971191
	Iteration 6Q: 3 clusters Score -3522002 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3522156.750000 Penalty: 4824.971191
	Iteration 7Q: 3 clusters Score -3522157 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3522311.750000 Penalty: 4824.971191
	Iteration 8Q: 3 clusters Score -3522312 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3522501.250000 Penalty: 4824.971191
	Iteration 9Q: 3 clusters Score -3522501 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3522673.250000 Penalty: 4824.971191
	Iteration 10Q: 3 clusters Score -3522673 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3522899.750000 Penalty: 4824.971191
	Iteration 11Q: 3 clusters Score -3522900 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3523166.250000 Penalty: 4824.971191
	Iteration 12Q: 3 clusters Score -3523166 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3523515.750000 Penalty: 4824.971191
	Iteration 13Q: 3 clusters Score -3523516 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3523942.500000 Penalty: 4824.971191
	Iteration 14Q: 3 clusters Score -3523942 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3524404.250000 Penalty: 4824.971191
	Iteration 15Q: 3 clusters Score -3524404 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3524860.750000 Penalty: 4824.971191
	Iteration 16Q: 3 clusters Score -3524861 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3525256.000000 Penalty: 4824.971191
	Iteration 17Q: 3 clusters Score -3525256 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3525613.000000 Penalty: 4824.971191
	Iteration 18Q: 3 clusters Score -3525613 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3525862.250000 Penalty: 4824.971191
	Iteration 19Q: 3 clusters Score -3525862 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3526046.250000 Penalty: 4824.971191
	Iteration 20F: 3 clusters Score -3526046 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3526160.750000 Penalty: 4824.971191
	Iteration 21Q: 3 clusters Score -3526161 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3526229.000000 Penalty: 4824.971191
	Iteration 22Q: 3 clusters Score -3526229 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3526284.500000 Penalty: 4824.971191
	Iteration 23Q: 3 clusters Score -3526284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3526304.750000 Penalty: 4824.971191
	Iteration 24Q: 3 clusters Score -3526305 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3526324.000000 Penalty: 4824.971191
	Iteration 25Q: 3 clusters Score -3526324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3526333.000000 Penalty: 4824.971191
	Iteration 26Q: 3 clusters Score -3526333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3526357.000000 Penalty: 4824.971191
	Iteration 27Q: 3 clusters Score -3526357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3526359.250000 Penalty: 4824.971191
	Iteration 28Q: 3 clusters Score -3526359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3526350.750000 Penalty: 4824.971191
	Iteration 29Q: 3 clusters Score -3526351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3526352.000000 Penalty: 4824.971191
	Iteration 30Q: 3 clusters Score -3526352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3526346.500000 Penalty: 4824.971191
	Iteration 31Q: 3 clusters Score -3526346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3526356.500000 Penalty: 4824.971191
	Iteration 32Q: 3 clusters Score -3526356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3526365.500000 Penalty: 4824.971191
	Iteration 33Q: 3 clusters Score -3526366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3526376.000000 Penalty: 4824.971191
	Iteration 34Q: 3 clusters Score -3526376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3526383.250000 Penalty: 4824.971191
	Iteration 35Q: 3 clusters Score -3526383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3526377.500000 Penalty: 4824.971191
	Iteration 36Q: 3 clusters Score -3526378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3526374.750000 Penalty: 4824.971191
	Iteration 37Q: 3 clusters Score -3526375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3526375.000000 Penalty: 4824.971191
	Iteration 38Q: 3 clusters Score -3526375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3526370.250000 Penalty: 4824.971191
	Iteration 39Q: 3 clusters Score -3526370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3526371.000000 Penalty: 4824.971191
	Iteration 40F: 3 clusters Score -3526371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3526380.750000 Penalty: 4824.971191
	Iteration 41Q: 3 clusters Score -3526381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3526380.750000 Penalty: 4824.971191
	Iteration 42Q: 3 clusters Score -3526381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3526375.000000 Penalty: 4824.971191
	Iteration 43Q: 3 clusters Score -3526375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3526369.750000 Penalty: 4824.971191
	Iteration 44Q: 3 clusters Score -3526370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3526378.000000 Penalty: 4824.971191
	Iteration 45Q: 3 clusters Score -3526378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3526380.500000 Penalty: 4824.971191
	Iteration 46Q: 3 clusters Score -3526380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3526383.000000 Penalty: 4824.971191
	Iteration 47Q: 3 clusters Score -3526383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3526382.750000 Penalty: 4824.971191
	Iteration 48Q: 3 clusters Score -3526383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3526387.750000 Penalty: 4824.971191
	Iteration 49Q: 3 clusters Score -3526388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3526386.250000 Penalty: 4824.971191
	Iteration 50Q: 3 clusters Score -3526386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3526388.500000 Penalty: 4824.971191
	Iteration 51Q: 3 clusters Score -3526388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3526385.750000 Penalty: 4824.971191
	Iteration 52Q: 3 clusters Score -3526386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3526387.250000 Penalty: 4824.971191
	Iteration 53Q: 3 clusters Score -3526387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3526389.500000 Penalty: 4824.971191
	Iteration 54Q: 3 clusters Score -3526390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3526387.750000 Penalty: 4824.971191
	Iteration 55Q: 3 clusters Score -3526388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3526389.250000 Penalty: 4824.971191
	Iteration 56Q: 3 clusters Score -3526389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3526391.000000 Penalty: 4824.971191
	Iteration 57Q: 3 clusters Score -3526391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3526389.250000 Penalty: 4824.971191
	Iteration 58Q: 3 clusters Score -3526389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3526393.250000 Penalty: 4824.971191
	Iteration 59Q: 3 clusters Score -3526393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3526393.500000 Penalty: 4824.971191
	Iteration 60F: 3 clusters Score -3526394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3526392.000000 Penalty: 4824.971191
	Iteration 61Q: 3 clusters Score -3526392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3526389.750000 Penalty: 4824.971191
	Iteration 62Q: 3 clusters Score -3526390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3526387.250000 Penalty: 4824.971191
	Iteration 63Q: 3 clusters Score -3526387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3526391.250000 Penalty: 4824.971191
	Iteration 64Q: 3 clusters Score -3526391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3526390.500000 Penalty: 4824.971191
	Iteration 65Q: 3 clusters Score -3526390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3526396.000000 Penalty: 4824.971191
	Iteration 66Q: 3 clusters Score -3526396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3526390.000000 Penalty: 4824.971191
	Iteration 67Q: 3 clusters Score -3526390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3526390.000000 Penalty: 4824.971191
	Iteration 68F: 3 clusters Score -3526390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Entering Unmasked Estep 
Score: -5040912.000000 Penalty: 2519.542725
	Iteration 0F: 2 clusters Score -5040912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5023218.500000 Penalty: 5039.085449
	Iteration 0F: 3 clusters Score -5023218 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -5029467.000000 Penalty: 5039.085449
	Iteration 1F: 3 clusters Score -5029467 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5029895.500000 Penalty: 5039.085449
	Iteration 2F: 3 clusters Score -5029896 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -5030249.000000 Penalty: 5039.085449
	Iteration 3Q: 3 clusters Score -5030249 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5030592.000000 Penalty: 5039.085449
	Iteration 4Q: 3 clusters Score -5030592 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5030932.500000 Penalty: 5039.085449
	Iteration 5Q: 3 clusters Score -5030932 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5031403.500000 Penalty: 5039.085449
	Iteration 6Q: 3 clusters Score -5031404 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -5032152.500000 Penalty: 5039.085449
	Iteration 7F: 3 clusters Score -5032152 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5033242.500000 Penalty: 5039.085449
	Iteration 8F: 3 clusters Score -5033242 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5034682.000000 Penalty: 5039.085449
	Iteration 9F: 3 clusters Score -5034682 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5036104.500000 Penalty: 5039.085449
	Iteration 10F: 3 clusters Score -5036104 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5037197.000000 Penalty: 5039.085449
	Iteration 11Q: 3 clusters Score -5037197 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -5037849.000000 Penalty: 5039.085449
	Iteration 12Q: 3 clusters Score -5037849 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -5038238.500000 Penalty: 5039.085449
	Iteration 13Q: 3 clusters Score -5038238 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -5038429.000000 Penalty: 5039.085449
	Iteration 14Q: 3 clusters Score -5038429 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5038523.500000 Penalty: 5039.085449
	Iteration 15Q: 3 clusters Score -5038524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -5038563.000000 Penalty: 5039.085449
	Iteration 16Q: 3 clusters Score -5038563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -5038605.000000 Penalty: 5039.085449
	Iteration 17Q: 3 clusters Score -5038605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -5038622.500000 Penalty: 5039.085449
	Iteration 18Q: 3 clusters Score -5038622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5038651.000000 Penalty: 5039.085449
	Iteration 19Q: 3 clusters Score -5038651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -5038655.500000 Penalty: 5039.085449
	Iteration 20F: 3 clusters Score -5038656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -5038672.500000 Penalty: 5039.085449
	Iteration 21Q: 3 clusters Score -5038672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5038676.500000 Penalty: 5039.085449
	Iteration 22Q: 3 clusters Score -5038676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -5038683.000000 Penalty: 5039.085449
	Iteration 23Q: 3 clusters Score -5038683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5038685.000000 Penalty: 5039.085449
	Iteration 24Q: 3 clusters Score -5038685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5038685.000000 Penalty: 5039.085449
	Iteration 25F: 3 clusters Score -5038685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Entering Unmasked Estep 
Score: -5436494.500000 Penalty: 2538.168945
	Iteration 0F: 2 clusters Score -5436494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -5417773.000000 Penalty: 5076.337891
	Iteration 0F: 3 clusters Score -5417773 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5424531.000000 Penalty: 5076.337891
	Iteration 1F: 3 clusters Score -5424531 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5425072.500000 Penalty: 5076.337891
	Iteration 2F: 3 clusters Score -5425072 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5425636.500000 Penalty: 5076.337891
	Iteration 3Q: 3 clusters Score -5425636 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -5426376.000000 Penalty: 5076.337891
	Iteration 4F: 3 clusters Score -5426376 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5427435.500000 Penalty: 5076.337891
	Iteration 5F: 3 clusters Score -5427436 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -5428844.500000 Penalty: 5076.337891
	Iteration 6F: 3 clusters Score -5428844 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5430620.000000 Penalty: 5076.337891
	Iteration 7F: 3 clusters Score -5430620 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5432217.500000 Penalty: 5076.337891
	Iteration 8F: 3 clusters Score -5432218 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -5433341.000000 Penalty: 5076.337891
	Iteration 9Q: 3 clusters Score -5433341 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5433852.000000 Penalty: 5076.337891
	Iteration 10Q: 3 clusters Score -5433852 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5434082.500000 Penalty: 5076.337891
	Iteration 11Q: 3 clusters Score -5434082 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5434182.500000 Penalty: 5076.337891
	Iteration 12Q: 3 clusters Score -5434182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -5434248.000000 Penalty: 5076.337891
	Iteration 13Q: 3 clusters Score -5434248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -5434268.500000 Penalty: 5076.337891
	Iteration 14Q: 3 clusters Score -5434268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5434275.000000 Penalty: 5076.337891
	Iteration 15Q: 3 clusters Score -5434275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -5434296.000000 Penalty: 5076.337891
	Iteration 16Q: 3 clusters Score -5434296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -5434308.000000 Penalty: 5076.337891
	Iteration 17Q: 3 clusters Score -5434308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -5434326.500000 Penalty: 5076.337891
	Iteration 18Q: 3 clusters Score -5434326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5434330.000000 Penalty: 5076.337891
	Iteration 19Q: 3 clusters Score -5434330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -5434334.000000 Penalty: 5076.337891
	Iteration 20F: 3 clusters Score -5434334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5434331.500000 Penalty: 5076.337891
	Iteration 21Q: 3 clusters Score -5434332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -5434337.500000 Penalty: 5076.337891
	Iteration 22Q: 3 clusters Score -5434338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5434347.500000 Penalty: 5076.337891
	Iteration 23Q: 3 clusters Score -5434348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5434347.500000 Penalty: 5076.337891
	Iteration 24F: 3 clusters Score -5434348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -712060.437500 Penalty: 2041.249146
	Iteration 0F: 2 clusters Score -712060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -708274.875000 Penalty: 4082.498291
	Iteration 0F: 3 clusters Score -708274.9 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -709169.000000 Penalty: 4082.498291
	Iteration 1F: 3 clusters Score -709169 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -709385.437500 Penalty: 4082.498291
	Iteration 2F: 3 clusters Score -709385.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -709492.312500 Penalty: 4082.498291
	Iteration 3Q: 3 clusters Score -709492.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -709578.375000 Penalty: 4082.498291
	Iteration 4Q: 3 clusters Score -709578.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -709654.500000 Penalty: 4082.498291
	Iteration 5Q: 3 clusters Score -709654.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -709726.750000 Penalty: 4082.498291
	Iteration 6Q: 3 clusters Score -709726.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -709790.750000 Penalty: 4082.498291
	Iteration 7Q: 3 clusters Score -709790.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -709846.437500 Penalty: 4082.498291
	Iteration 8Q: 3 clusters Score -709846.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -709906.437500 Penalty: 4082.498291
	Iteration 9Q: 3 clusters Score -709906.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -709958.937500 Penalty: 4082.498291
	Iteration 10Q: 3 clusters Score -709958.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -710034.937500 Penalty: 4082.498291
	Iteration 11Q: 3 clusters Score -710034.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -710109.375000 Penalty: 4082.498291
	Iteration 12Q: 3 clusters Score -710109.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -710170.000000 Penalty: 4082.498291
	Iteration 13Q: 3 clusters Score -710170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -710218.812500 Penalty: 4082.498291
	Iteration 14Q: 3 clusters Score -710218.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -710273.750000 Penalty: 4082.498291
	Iteration 15Q: 3 clusters Score -710273.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -710320.937500 Penalty: 4082.498291
	Iteration 16Q: 3 clusters Score -710320.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -710359.312500 Penalty: 4082.498291
	Iteration 17Q: 3 clusters Score -710359.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -710400.250000 Penalty: 4082.498291
	Iteration 18Q: 3 clusters Score -710400.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -710427.562500 Penalty: 4082.498291
	Iteration 19Q: 3 clusters Score -710427.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -710448.250000 Penalty: 4082.498291
	Iteration 20F: 3 clusters Score -710448.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -710462.812500 Penalty: 4082.498291
	Iteration 21Q: 3 clusters Score -710462.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -710472.750000 Penalty: 4082.498291
	Iteration 22Q: 3 clusters Score -710472.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -710477.812500 Penalty: 4082.498291
	Iteration 23Q: 3 clusters Score -710477.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -710489.875000 Penalty: 4082.498291
	Iteration 24Q: 3 clusters Score -710489.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -710500.375000 Penalty: 4082.498291
	Iteration 25Q: 3 clusters Score -710500.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -710508.875000 Penalty: 4082.498291
	Iteration 26Q: 3 clusters Score -710508.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -710524.812500 Penalty: 4082.498291
	Iteration 27Q: 3 clusters Score -710524.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -710540.187500 Penalty: 4082.498291
	Iteration 28Q: 3 clusters Score -710540.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -710554.937500 Penalty: 4082.498291
	Iteration 29Q: 3 clusters Score -710554.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -710565.125000 Penalty: 4082.498291
	Iteration 30Q: 3 clusters Score -710565.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -710574.562500 Penalty: 4082.498291
	Iteration 31Q: 3 clusters Score -710574.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -710582.812500 Penalty: 4082.498291
	Iteration 32Q: 3 clusters Score -710582.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -710591.250000 Penalty: 4082.498291
	Iteration 33Q: 3 clusters Score -710591.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -710597.625000 Penalty: 4082.498291
	Iteration 34Q: 3 clusters Score -710597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -710603.750000 Penalty: 4082.498291
	Iteration 35Q: 3 clusters Score -710603.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -710610.750000 Penalty: 4082.498291
	Iteration 36Q: 3 clusters Score -710610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -710614.062500 Penalty: 4082.498291
	Iteration 37Q: 3 clusters Score -710614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -710616.062500 Penalty: 4082.498291
	Iteration 38Q: 3 clusters Score -710616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -710616.875000 Penalty: 4082.498291
	Iteration 39Q: 3 clusters Score -710616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -710617.937500 Penalty: 4082.498291
	Iteration 40F: 3 clusters Score -710617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -710619.000000 Penalty: 4082.498291
	Iteration 41Q: 3 clusters Score -710619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -710618.812500 Penalty: 4082.498291
	Iteration 42Q: 3 clusters Score -710618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -710619.375000 Penalty: 4082.498291
	Iteration 43Q: 3 clusters Score -710619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -710619.375000 Penalty: 4082.498291
	Iteration 44F: 3 clusters Score -710619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -15599.981445 Penalty: 1311.490234
	Iteration 0F: 2 clusters Score -15599.98 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 97 members 
Entering Unmasked Estep 
Score: -14731.548828 Penalty: 2622.980469
	Iteration 0F: 3 clusters Score -14731.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14839.873047 Penalty: 2622.980469
	Iteration 1F: 3 clusters Score -14839.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14866.208008 Penalty: 2622.980469
	Iteration 2Q: 3 clusters Score -14866.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14884.416992 Penalty: 2622.980469
	Iteration 3Q: 3 clusters Score -14884.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14904.988281 Penalty: 2622.980469
	Iteration 4Q: 3 clusters Score -14904.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14928.530273 Penalty: 2622.980469
	Iteration 5Q: 3 clusters Score -14928.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14936.385742 Penalty: 2622.980469
	Iteration 6Q: 3 clusters Score -14936.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14956.933594 Penalty: 2622.980469
	Iteration 7Q: 3 clusters Score -14956.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14962.585938 Penalty: 2622.980469
	Iteration 8Q: 3 clusters Score -14962.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14971.034180 Penalty: 2622.980469
	Iteration 9Q: 3 clusters Score -14971.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14975.723633 Penalty: 2622.980469
	Iteration 10Q: 3 clusters Score -14975.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14975.723633 Penalty: 2622.980469
	Iteration 11F: 3 clusters Score -14975.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Entering Unmasked Estep 
Score: -4995402.500000 Penalty: 2505.197021
	Iteration 0F: 2 clusters Score -4995402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4978961.500000 Penalty: 5010.394043
	Iteration 0F: 3 clusters Score -4978962 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4984798.500000 Penalty: 5010.394043
	Iteration 1F: 3 clusters Score -4984798 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4985144.500000 Penalty: 5010.394043
	Iteration 2Q: 3 clusters Score -4985144 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4985487.000000 Penalty: 5010.394043
	Iteration 3Q: 3 clusters Score -4985487 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4985865.000000 Penalty: 5010.394043
	Iteration 4Q: 3 clusters Score -4985865 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4986374.500000 Penalty: 5010.394043
	Iteration 5Q: 3 clusters Score -4986374 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4987165.500000 Penalty: 5010.394043
	Iteration 6F: 3 clusters Score -4987166 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4988251.500000 Penalty: 5010.394043
	Iteration 7F: 3 clusters Score -4988252 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4989560.500000 Penalty: 5010.394043
	Iteration 8F: 3 clusters Score -4989560 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4990868.000000 Penalty: 5010.394043
	Iteration 9F: 3 clusters Score -4990868 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4991897.500000 Penalty: 5010.394043
	Iteration 10F: 3 clusters Score -4991898 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4992537.000000 Penalty: 5010.394043
	Iteration 11Q: 3 clusters Score -4992537 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4992853.000000 Penalty: 5010.394043
	Iteration 12Q: 3 clusters Score -4992853 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4993006.000000 Penalty: 5010.394043
	Iteration 13Q: 3 clusters Score -4993006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4993083.000000 Penalty: 5010.394043
	Iteration 14Q: 3 clusters Score -4993083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4993133.500000 Penalty: 5010.394043
	Iteration 15Q: 3 clusters Score -4993134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4993164.000000 Penalty: 5010.394043
	Iteration 16Q: 3 clusters Score -4993164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4993184.500000 Penalty: 5010.394043
	Iteration 17Q: 3 clusters Score -4993184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4993205.500000 Penalty: 5010.394043
	Iteration 18Q: 3 clusters Score -4993206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4993210.500000 Penalty: 5010.394043
	Iteration 19Q: 3 clusters Score -4993210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4993214.500000 Penalty: 5010.394043
	Iteration 20F: 3 clusters Score -4993214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4993217.500000 Penalty: 5010.394043
	Iteration 21Q: 3 clusters Score -4993218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4993215.000000 Penalty: 5010.394043
	Iteration 22Q: 3 clusters Score -4993215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4993218.000000 Penalty: 5010.394043
	Iteration 23Q: 3 clusters Score -4993218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4993223.000000 Penalty: 5010.394043
	Iteration 24Q: 3 clusters Score -4993223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4993227.500000 Penalty: 5010.394043
	Iteration 25Q: 3 clusters Score -4993228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4993227.500000 Penalty: 5010.394043
	Iteration 26F: 3 clusters Score -4993228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Entering Unmasked Estep 
Score: -1845989.375000 Penalty: 2265.312012
	Iteration 0F: 2 clusters Score -1845989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1838754.125000 Penalty: 4530.624023
	Iteration 0F: 3 clusters Score -1838754 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1840806.750000 Penalty: 4530.624023
	Iteration 1F: 3 clusters Score -1840807 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1841090.500000 Penalty: 4530.624023
	Iteration 2F: 3 clusters Score -1841090 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1841264.750000 Penalty: 4530.624023
	Iteration 3Q: 3 clusters Score -1841265 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1841386.250000 Penalty: 4530.624023
	Iteration 4Q: 3 clusters Score -1841386 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1841467.750000 Penalty: 4530.624023
	Iteration 5Q: 3 clusters Score -1841468 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1841540.625000 Penalty: 4530.624023
	Iteration 6Q: 3 clusters Score -1841541 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1841612.625000 Penalty: 4530.624023
	Iteration 7Q: 3 clusters Score -1841613 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1841688.000000 Penalty: 4530.624023
	Iteration 8Q: 3 clusters Score -1841688 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1841759.500000 Penalty: 4530.624023
	Iteration 9Q: 3 clusters Score -1841760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1841828.000000 Penalty: 4530.624023
	Iteration 10Q: 3 clusters Score -1841828 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1841903.250000 Penalty: 4530.624023
	Iteration 11Q: 3 clusters Score -1841903 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1841998.250000 Penalty: 4530.624023
	Iteration 12Q: 3 clusters Score -1841998 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1842093.750000 Penalty: 4530.624023
	Iteration 13Q: 3 clusters Score -1842094 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1842206.750000 Penalty: 4530.624023
	Iteration 14Q: 3 clusters Score -1842207 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1842353.375000 Penalty: 4530.624023
	Iteration 15Q: 3 clusters Score -1842353 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1842522.500000 Penalty: 4530.624023
	Iteration 16Q: 3 clusters Score -1842522 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1842744.000000 Penalty: 4530.624023
	Iteration 17Q: 3 clusters Score -1842744 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1842941.375000 Penalty: 4530.624023
	Iteration 18Q: 3 clusters Score -1842941 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1843128.625000 Penalty: 4530.624023
	Iteration 19Q: 3 clusters Score -1843129 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1843295.750000 Penalty: 4530.624023
	Iteration 20F: 3 clusters Score -1843296 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1843430.875000 Penalty: 4530.624023
	Iteration 21Q: 3 clusters Score -1843431 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1843555.125000 Penalty: 4530.624023
	Iteration 22Q: 3 clusters Score -1843555 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1843633.125000 Penalty: 4530.624023
	Iteration 23Q: 3 clusters Score -1843633 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1843704.750000 Penalty: 4530.624023
	Iteration 24Q: 3 clusters Score -1843705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1843767.000000 Penalty: 4530.624023
	Iteration 25Q: 3 clusters Score -1843767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1843825.375000 Penalty: 4530.624023
	Iteration 26Q: 3 clusters Score -1843825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1843878.500000 Penalty: 4530.624023
	Iteration 27Q: 3 clusters Score -1843878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1843912.250000 Penalty: 4530.624023
	Iteration 28Q: 3 clusters Score -1843912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1843938.875000 Penalty: 4530.624023
	Iteration 29Q: 3 clusters Score -1843939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1843963.625000 Penalty: 4530.624023
	Iteration 30Q: 3 clusters Score -1843964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1843980.375000 Penalty: 4530.624023
	Iteration 31Q: 3 clusters Score -1843980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1843989.625000 Penalty: 4530.624023
	Iteration 32Q: 3 clusters Score -1843990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1844000.000000 Penalty: 4530.624023
	Iteration 33Q: 3 clusters Score -1844000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1844002.875000 Penalty: 4530.624023
	Iteration 34Q: 3 clusters Score -1844003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1844007.500000 Penalty: 4530.624023
	Iteration 35Q: 3 clusters Score -1844008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1844012.875000 Penalty: 4530.624023
	Iteration 36Q: 3 clusters Score -1844013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1844016.500000 Penalty: 4530.624023
	Iteration 37Q: 3 clusters Score -1844016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1844023.500000 Penalty: 4530.624023
	Iteration 38Q: 3 clusters Score -1844024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1844028.000000 Penalty: 4530.624023
	Iteration 39Q: 3 clusters Score -1844028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1844028.375000 Penalty: 4530.624023
	Iteration 40F: 3 clusters Score -1844028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -56070.675781 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -56070.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54807.894531 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -54807.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55051.789062 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -55051.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55206.085938 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -55206.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55366.128906 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -55366.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55496.343750 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -55496.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55549.082031 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -55549.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55583.609375 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -55583.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55615.519531 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -55615.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55624.230469 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -55624.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55629.183594 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -55629.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55629.183594 Penalty: 2951.518799
	Iteration 10F: 3 clusters Score -55629.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -46556.632812 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -46556.63 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 171 members 
Entering Unmasked Estep 
Score: -45361.929688 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45361.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45592.839844 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45592.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45622.472656 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -45622.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45655.406250 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45655.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45663.386719 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45663.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45663.386719 Penalty: 2868.777344
	Iteration 5F: 3 clusters Score -45663.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -269602.031250 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -269602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -267378.062500 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -267378.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -267897.718750 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -267897.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -268194.437500 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -268194.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -268429.937500 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -268429.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -268610.437500 Penalty: 3608.828857
	Iteration 4F: 3 clusters Score -268610.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -268743.875000 Penalty: 3608.828857
	Iteration 5F: 3 clusters Score -268743.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -268819.281250 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -268819.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -268867.125000 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -268867.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -268894.718750 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -268894.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -268925.718750 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -268925.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -268950.000000 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -268950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -268958.875000 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -268958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268969.093750 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -268969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -268975.375000 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -268975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268976.687500 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -268976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268977.218750 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -268977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268977.218750 Penalty: 3608.828857
	Iteration 16F: 3 clusters Score -268977.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -521177.593750 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -521177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -518012.937500 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -518012.9 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -518707.718750 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -518707.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -518957.625000 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -518957.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -519163.718750 Penalty: 3955.197754
	Iteration 3F: 3 clusters Score -519163.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -519319.781250 Penalty: 3955.197754
	Iteration 4F: 3 clusters Score -519319.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -519432.156250 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -519432.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -519524.218750 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -519524.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -519590.218750 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -519590.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -519640.687500 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -519640.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -519677.937500 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -519677.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -519711.406250 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -519711.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -519744.437500 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -519744.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -519769.343750 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -519769.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -519792.156250 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -519792.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -519809.125000 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -519809.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -519828.187500 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -519828.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -519855.843750 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -519855.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -519874.218750 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -519874.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -519896.656250 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -519896.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -519912.500000 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -519912.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -519926.312500 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -519926.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -519933.312500 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -519933.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -519941.156250 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -519941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -519945.125000 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -519945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -519950.343750 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -519950.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -519954.968750 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -519955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -519958.937500 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -519958.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -519960.125000 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -519960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -519963.406250 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -519963.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -519965.531250 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -519965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -519969.125000 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -519969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -519971.031250 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -519971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -519972.000000 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -519972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -519972.000000 Penalty: 3955.197754
	Iteration 33F: 3 clusters Score -519972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -76334.054688 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -76334.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74870.820312 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -74870.82 nChanged 99
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: -75074.593750 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -75074.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75161.414062 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -75161.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75220.210938 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -75220.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75265.773438 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -75265.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75288.703125 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -75288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75299.828125 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -75299.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75317.765625 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -75317.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75326.914062 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -75326.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75337.070312 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -75337.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75339.101562 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -75339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75339.101562 Penalty: 3071.411621
	Iteration 11F: 3 clusters Score -75339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -49133.207031 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49133.21 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 199 members 
Entering Unmasked Estep 
Score: -47814.187500 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -47814.19 nChanged 82
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: -48064.410156 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48064.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48159.218750 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48159.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48224.757812 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -48224.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48251.757812 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48251.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48259.437500 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48259.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48262.910156 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48262.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48282.257812 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -48282.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48324.000000 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -48324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48337.398438 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -48337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48338.410156 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -48338.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48339.074219 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -48339.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48339.074219 Penalty: 2975.472656
	Iteration 12F: 3 clusters Score -48339.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -133932.984375 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -133933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132183.609375 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -132183.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -132455.593750 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -132455.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -132579.031250 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -132579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -132646.562500 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -132646.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -132717.625000 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -132717.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -132796.468750 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -132796.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -132883.406250 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -132883.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -132963.500000 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -132963.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -133024.421875 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -133024.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -133067.328125 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -133067.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -133113.046875 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -133113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -133137.312500 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -133137.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -133143.453125 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -133143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -133149.343750 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -133149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -133152.546875 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -133152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -133156.296875 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -133156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -133160.421875 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -133160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -133163.578125 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -133163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -133167.890625 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -133167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -133171.671875 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -133171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -133174.593750 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -133174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -133177.421875 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -133177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -133182.562500 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -133182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -133185.265625 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -133185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -133188.984375 Penalty: 3314.947021
	Iteration 24Q: 3 clusters Score -133189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -133196.203125 Penalty: 3314.947021
	Iteration 25Q: 3 clusters Score -133196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -133203.609375 Penalty: 3314.947021
	Iteration 26Q: 3 clusters Score -133203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -133207.390625 Penalty: 3314.947021
	Iteration 27Q: 3 clusters Score -133207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -133210.421875 Penalty: 3314.947021
	Iteration 28Q: 3 clusters Score -133210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -133225.734375 Penalty: 3314.947021
	Iteration 29Q: 3 clusters Score -133225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -133236.484375 Penalty: 3314.947021
	Iteration 30Q: 3 clusters Score -133236.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -133242.031250 Penalty: 3314.947021
	Iteration 31Q: 3 clusters Score -133242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -133245.921875 Penalty: 3314.947021
	Iteration 32Q: 3 clusters Score -133245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -133246.500000 Penalty: 3314.947021
	Iteration 33Q: 3 clusters Score -133246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -133246.500000 Penalty: 3314.947021
	Iteration 34F: 3 clusters Score -133246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Entering Unmasked Estep 
Score: -2646254.500000 Penalty: 2342.814941
	Iteration 0F: 2 clusters Score -2646254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2637018.250000 Penalty: 4685.629883
	Iteration 0F: 3 clusters Score -2637018 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2639917.750000 Penalty: 4685.629883
	Iteration 1F: 3 clusters Score -2639918 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2640320.250000 Penalty: 4685.629883
	Iteration 2F: 3 clusters Score -2640320 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2640670.000000 Penalty: 4685.629883
	Iteration 3F: 3 clusters Score -2640670 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2641050.500000 Penalty: 4685.629883
	Iteration 4Q: 3 clusters Score -2641050 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2641414.500000 Penalty: 4685.629883
	Iteration 5Q: 3 clusters Score -2641414 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2641777.000000 Penalty: 4685.629883
	Iteration 6Q: 3 clusters Score -2641777 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2642142.500000 Penalty: 4685.629883
	Iteration 7Q: 3 clusters Score -2642142 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2642505.000000 Penalty: 4685.629883
	Iteration 8Q: 3 clusters Score -2642505 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2642823.750000 Penalty: 4685.629883
	Iteration 9Q: 3 clusters Score -2642824 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2643093.750000 Penalty: 4685.629883
	Iteration 10Q: 3 clusters Score -2643094 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2643361.750000 Penalty: 4685.629883
	Iteration 11Q: 3 clusters Score -2643362 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2643667.750000 Penalty: 4685.629883
	Iteration 12Q: 3 clusters Score -2643668 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2643887.750000 Penalty: 4685.629883
	Iteration 13Q: 3 clusters Score -2643888 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2644077.500000 Penalty: 4685.629883
	Iteration 14Q: 3 clusters Score -2644078 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2644212.000000 Penalty: 4685.629883
	Iteration 15Q: 3 clusters Score -2644212 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2644310.000000 Penalty: 4685.629883
	Iteration 16Q: 3 clusters Score -2644310 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2644380.000000 Penalty: 4685.629883
	Iteration 17Q: 3 clusters Score -2644380 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2644430.250000 Penalty: 4685.629883
	Iteration 18Q: 3 clusters Score -2644430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2644469.500000 Penalty: 4685.629883
	Iteration 19Q: 3 clusters Score -2644470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2644483.500000 Penalty: 4685.629883
	Iteration 20F: 3 clusters Score -2644484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2644490.750000 Penalty: 4685.629883
	Iteration 21Q: 3 clusters Score -2644491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2644502.750000 Penalty: 4685.629883
	Iteration 22Q: 3 clusters Score -2644503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2644501.750000 Penalty: 4685.629883
	Iteration 23Q: 3 clusters Score -2644502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2644505.250000 Penalty: 4685.629883
	Iteration 24Q: 3 clusters Score -2644505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2644506.750000 Penalty: 4685.629883
	Iteration 25Q: 3 clusters Score -2644507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2644517.750000 Penalty: 4685.629883
	Iteration 26Q: 3 clusters Score -2644518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2644515.000000 Penalty: 4685.629883
	Iteration 27Q: 3 clusters Score -2644515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2644519.500000 Penalty: 4685.629883
	Iteration 28Q: 3 clusters Score -2644520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2644526.250000 Penalty: 4685.629883
	Iteration 29Q: 3 clusters Score -2644526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2644526.500000 Penalty: 4685.629883
	Iteration 30Q: 3 clusters Score -2644526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2644529.000000 Penalty: 4685.629883
	Iteration 31Q: 3 clusters Score -2644529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2644529.750000 Penalty: 4685.629883
	Iteration 32Q: 3 clusters Score -2644530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2644530.750000 Penalty: 4685.629883
	Iteration 33Q: 3 clusters Score -2644531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2644526.750000 Penalty: 4685.629883
	Iteration 34Q: 3 clusters Score -2644527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2644524.500000 Penalty: 4685.629883
	Iteration 35Q: 3 clusters Score -2644524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2644523.750000 Penalty: 4685.629883
	Iteration 36Q: 3 clusters Score -2644524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2644524.250000 Penalty: 4685.629883
	Iteration 37Q: 3 clusters Score -2644524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2644524.750000 Penalty: 4685.629883
	Iteration 38Q: 3 clusters Score -2644525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2644522.250000 Penalty: 4685.629883
	Iteration 39Q: 3 clusters Score -2644522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2644522.000000 Penalty: 4685.629883
	Iteration 40F: 3 clusters Score -2644522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2644522.750000 Penalty: 4685.629883
	Iteration 41Q: 3 clusters Score -2644523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2644524.750000 Penalty: 4685.629883
	Iteration 42Q: 3 clusters Score -2644525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2644524.750000 Penalty: 4685.629883
	Iteration 43F: 3 clusters Score -2644525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (28649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Entering Unmasked Estep 
Score: -5569964.000000 Penalty: 2545.192627
	Iteration 0F: 2 clusters Score -5569964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -5550920.000000 Penalty: 5090.385254
	Iteration 0F: 3 clusters Score -5550920 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5557776.500000 Penalty: 5090.385254
	Iteration 1F: 3 clusters Score -5557776 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -5558148.000000 Penalty: 5090.385254
	Iteration 2Q: 3 clusters Score -5558148 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -5558448.000000 Penalty: 5090.385254
	Iteration 3Q: 3 clusters Score -5558448 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -5558723.500000 Penalty: 5090.385254
	Iteration 4Q: 3 clusters Score -5558724 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5559046.500000 Penalty: 5090.385254
	Iteration 5Q: 3 clusters Score -5559046 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5559491.500000 Penalty: 5090.385254
	Iteration 6Q: 3 clusters Score -5559492 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -5560143.000000 Penalty: 5090.385254
	Iteration 7Q: 3 clusters Score -5560143 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -5561272.000000 Penalty: 5090.385254
	Iteration 8F: 3 clusters Score -5561272 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -5562793.000000 Penalty: 5090.385254
	Iteration 9F: 3 clusters Score -5562793 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5564363.000000 Penalty: 5090.385254
	Iteration 10F: 3 clusters Score -5564363 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5565915.500000 Penalty: 5090.385254
	Iteration 11F: 3 clusters Score -5565916 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5566847.000000 Penalty: 5090.385254
	Iteration 12Q: 3 clusters Score -5566847 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5567317.500000 Penalty: 5090.385254
	Iteration 13Q: 3 clusters Score -5567318 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5567529.000000 Penalty: 5090.385254
	Iteration 14Q: 3 clusters Score -5567529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5567612.000000 Penalty: 5090.385254
	Iteration 15Q: 3 clusters Score -5567612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5567667.000000 Penalty: 5090.385254
	Iteration 16Q: 3 clusters Score -5567667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5567693.500000 Penalty: 5090.385254
	Iteration 17Q: 3 clusters Score -5567694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5567702.000000 Penalty: 5090.385254
	Iteration 18Q: 3 clusters Score -5567702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5567704.500000 Penalty: 5090.385254
	Iteration 19Q: 3 clusters Score -5567704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5567709.000000 Penalty: 5090.385254
	Iteration 20F: 3 clusters Score -5567709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5567705.500000 Penalty: 5090.385254
	Iteration 21Q: 3 clusters Score -5567706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5567709.500000 Penalty: 5090.385254
	Iteration 22Q: 3 clusters Score -5567710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5567713.500000 Penalty: 5090.385254
	Iteration 23Q: 3 clusters Score -5567714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5567713.500000 Penalty: 5090.385254
	Iteration 24F: 3 clusters Score -5567714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Entering Unmasked Estep 
Score: -1429771.125000 Penalty: 2209.523926
	Iteration 0F: 2 clusters Score -1429771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1423825.750000 Penalty: 4419.047852
	Iteration 0F: 3 clusters Score -1423826 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1425346.250000 Penalty: 4419.047852
	Iteration 1F: 3 clusters Score -1425346 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1425566.000000 Penalty: 4419.047852
	Iteration 2F: 3 clusters Score -1425566 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1425710.625000 Penalty: 4419.047852
	Iteration 3Q: 3 clusters Score -1425711 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1425816.875000 Penalty: 4419.047852
	Iteration 4Q: 3 clusters Score -1425817 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1425909.250000 Penalty: 4419.047852
	Iteration 5Q: 3 clusters Score -1425909 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1426009.375000 Penalty: 4419.047852
	Iteration 6Q: 3 clusters Score -1426009 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1426121.625000 Penalty: 4419.047852
	Iteration 7Q: 3 clusters Score -1426122 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1426241.250000 Penalty: 4419.047852
	Iteration 8Q: 3 clusters Score -1426241 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1426353.000000 Penalty: 4419.047852
	Iteration 9Q: 3 clusters Score -1426353 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1426463.625000 Penalty: 4419.047852
	Iteration 10Q: 3 clusters Score -1426464 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1426592.500000 Penalty: 4419.047852
	Iteration 11Q: 3 clusters Score -1426592 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1426715.875000 Penalty: 4419.047852
	Iteration 12Q: 3 clusters Score -1426716 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1426830.125000 Penalty: 4419.047852
	Iteration 13Q: 3 clusters Score -1426830 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1426973.000000 Penalty: 4419.047852
	Iteration 14Q: 3 clusters Score -1426973 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1427090.125000 Penalty: 4419.047852
	Iteration 15Q: 3 clusters Score -1427090 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1427187.750000 Penalty: 4419.047852
	Iteration 16Q: 3 clusters Score -1427188 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1427276.750000 Penalty: 4419.047852
	Iteration 17Q: 3 clusters Score -1427277 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1427355.875000 Penalty: 4419.047852
	Iteration 18Q: 3 clusters Score -1427356 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1427437.250000 Penalty: 4419.047852
	Iteration 19Q: 3 clusters Score -1427437 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1427522.000000 Penalty: 4419.047852
	Iteration 20F: 3 clusters Score -1427522 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1427606.125000 Penalty: 4419.047852
	Iteration 21Q: 3 clusters Score -1427606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1427696.875000 Penalty: 4419.047852
	Iteration 22Q: 3 clusters Score -1427697 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1427764.375000 Penalty: 4419.047852
	Iteration 23Q: 3 clusters Score -1427764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1427817.125000 Penalty: 4419.047852
	Iteration 24Q: 3 clusters Score -1427817 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1427855.000000 Penalty: 4419.047852
	Iteration 25Q: 3 clusters Score -1427855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1427882.625000 Penalty: 4419.047852
	Iteration 26Q: 3 clusters Score -1427883 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1427912.875000 Penalty: 4419.047852
	Iteration 27Q: 3 clusters Score -1427913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1427942.125000 Penalty: 4419.047852
	Iteration 28Q: 3 clusters Score -1427942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1427962.375000 Penalty: 4419.047852
	Iteration 29Q: 3 clusters Score -1427962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1427981.250000 Penalty: 4419.047852
	Iteration 30Q: 3 clusters Score -1427981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1428002.125000 Penalty: 4419.047852
	Iteration 31Q: 3 clusters Score -1428002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1428009.375000 Penalty: 4419.047852
	Iteration 32Q: 3 clusters Score -1428009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1428028.000000 Penalty: 4419.047852
	Iteration 33Q: 3 clusters Score -1428028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1428045.500000 Penalty: 4419.047852
	Iteration 34Q: 3 clusters Score -1428046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1428060.750000 Penalty: 4419.047852
	Iteration 35Q: 3 clusters Score -1428061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1428079.625000 Penalty: 4419.047852
	Iteration 36Q: 3 clusters Score -1428080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1428096.000000 Penalty: 4419.047852
	Iteration 37Q: 3 clusters Score -1428096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1428104.000000 Penalty: 4419.047852
	Iteration 38Q: 3 clusters Score -1428104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1428117.625000 Penalty: 4419.047852
	Iteration 39Q: 3 clusters Score -1428118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1428124.625000 Penalty: 4419.047852
	Iteration 40F: 3 clusters Score -1428125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1428139.000000 Penalty: 4419.047852
	Iteration 41Q: 3 clusters Score -1428139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1428147.625000 Penalty: 4419.047852
	Iteration 42Q: 3 clusters Score -1428148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1428153.250000 Penalty: 4419.047852
	Iteration 43Q: 3 clusters Score -1428153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1428159.875000 Penalty: 4419.047852
	Iteration 44Q: 3 clusters Score -1428160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1428167.750000 Penalty: 4419.047852
	Iteration 45Q: 3 clusters Score -1428168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1428170.375000 Penalty: 4419.047852
	Iteration 46Q: 3 clusters Score -1428170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1428171.000000 Penalty: 4419.047852
	Iteration 47Q: 3 clusters Score -1428171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1428177.375000 Penalty: 4419.047852
	Iteration 48Q: 3 clusters Score -1428177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1428184.000000 Penalty: 4419.047852
	Iteration 49Q: 3 clusters Score -1428184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1428185.250000 Penalty: 4419.047852
	Iteration 50Q: 3 clusters Score -1428185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1428187.375000 Penalty: 4419.047852
	Iteration 51Q: 3 clusters Score -1428187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1428187.625000 Penalty: 4419.047852
	Iteration 52Q: 3 clusters Score -1428188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1428188.000000 Penalty: 4419.047852
	Iteration 53Q: 3 clusters Score -1428188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1428190.375000 Penalty: 4419.047852
	Iteration 54Q: 3 clusters Score -1428190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1428192.625000 Penalty: 4419.047852
	Iteration 55Q: 3 clusters Score -1428193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1428192.750000 Penalty: 4419.047852
	Iteration 56Q: 3 clusters Score -1428193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1428190.000000 Penalty: 4419.047852
	Iteration 57Q: 3 clusters Score -1428190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1428188.625000 Penalty: 4419.047852
	Iteration 58Q: 3 clusters Score -1428189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1428191.500000 Penalty: 4419.047852
	Iteration 59Q: 3 clusters Score -1428192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1428189.500000 Penalty: 4419.047852
	Iteration 60F: 3 clusters Score -1428190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1428193.375000 Penalty: 4419.047852
	Iteration 61Q: 3 clusters Score -1428193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1428188.750000 Penalty: 4419.047852
	Iteration 62Q: 3 clusters Score -1428189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1428189.625000 Penalty: 4419.047852
	Iteration 63Q: 3 clusters Score -1428190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1428194.375000 Penalty: 4419.047852
	Iteration 64Q: 3 clusters Score -1428194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1428195.000000 Penalty: 4419.047852
	Iteration 65Q: 3 clusters Score -1428195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1428195.625000 Penalty: 4419.047852
	Iteration 66Q: 3 clusters Score -1428196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1428196.500000 Penalty: 4419.047852
	Iteration 67Q: 3 clusters Score -1428196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1428195.500000 Penalty: 4419.047852
	Iteration 68Q: 3 clusters Score -1428196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1428197.000000 Penalty: 4419.047852
	Iteration 69Q: 3 clusters Score -1428197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1428196.500000 Penalty: 4419.047852
	Iteration 70Q: 3 clusters Score -1428196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1428194.000000 Penalty: 4419.047852
	Iteration 71Q: 3 clusters Score -1428194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1428197.125000 Penalty: 4419.047852
	Iteration 72Q: 3 clusters Score -1428197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1428199.500000 Penalty: 4419.047852
	Iteration 73Q: 3 clusters Score -1428200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1428198.500000 Penalty: 4419.047852
	Iteration 74Q: 3 clusters Score -1428198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1428200.000000 Penalty: 4419.047852
	Iteration 75Q: 3 clusters Score -1428200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1428199.375000 Penalty: 4419.047852
	Iteration 76Q: 3 clusters Score -1428199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1428202.250000 Penalty: 4419.047852
	Iteration 77Q: 3 clusters Score -1428202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1428202.125000 Penalty: 4419.047852
	Iteration 78Q: 3 clusters Score -1428202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1428202.750000 Penalty: 4419.047852
	Iteration 79Q: 3 clusters Score -1428203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1428202.250000 Penalty: 4419.047852
	Iteration 80F: 3 clusters Score -1428202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (58857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Entering Unmasked Estep 
Score: -10981419.000000 Penalty: 2723.750732
	Iteration 0F: 2 clusters Score -1.098142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -10942838.000000 Penalty: 5447.501465
	Iteration 0F: 3 clusters Score -1.094284e+07 nChanged 27356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -10957855.000000 Penalty: 5447.501465
	Iteration 1F: 3 clusters Score -1.095786e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -10958521.000000 Penalty: 5447.501465
	Iteration 2Q: 3 clusters Score -1.095852e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -10959124.000000 Penalty: 5447.501465
	Iteration 3Q: 3 clusters Score -1.095912e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -10959802.000000 Penalty: 5447.501465
	Iteration 4Q: 3 clusters Score -1.09598e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -10960454.000000 Penalty: 5447.501465
	Iteration 5Q: 3 clusters Score -1.096045e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -10961183.000000 Penalty: 5447.501465
	Iteration 6Q: 3 clusters Score -1.096118e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -10962157.000000 Penalty: 5447.501465
	Iteration 7Q: 3 clusters Score -1.096216e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -10963421.000000 Penalty: 5447.501465
	Iteration 8Q: 3 clusters Score -1.096342e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -10965078.000000 Penalty: 5447.501465
	Iteration 9Q: 3 clusters Score -1.096508e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -10966952.000000 Penalty: 5447.501465
	Iteration 10F: 3 clusters Score -1.096695e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -10968688.000000 Penalty: 5447.501465
	Iteration 11Q: 3 clusters Score -1.096869e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -10969759.000000 Penalty: 5447.501465
	Iteration 12Q: 3 clusters Score -1.096976e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -10970183.000000 Penalty: 5447.501465
	Iteration 13Q: 3 clusters Score -1.097018e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -10970512.000000 Penalty: 5447.501465
	Iteration 14Q: 3 clusters Score -1.097051e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -10970739.000000 Penalty: 5447.501465
	Iteration 15Q: 3 clusters Score -1.097074e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -10970991.000000 Penalty: 5447.501465
	Iteration 16Q: 3 clusters Score -1.097099e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -10971277.000000 Penalty: 5447.501465
	Iteration 17Q: 3 clusters Score -1.097128e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -10971568.000000 Penalty: 5447.501465
	Iteration 18Q: 3 clusters Score -1.097157e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -10971926.000000 Penalty: 5447.501465
	Iteration 19Q: 3 clusters Score -1.097193e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -10972284.000000 Penalty: 5447.501465
	Iteration 20F: 3 clusters Score -1.097228e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -10972692.000000 Penalty: 5447.501465
	Iteration 21Q: 3 clusters Score -1.097269e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -10973117.000000 Penalty: 5447.501465
	Iteration 22Q: 3 clusters Score -1.097312e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -10973516.000000 Penalty: 5447.501465
	Iteration 23Q: 3 clusters Score -1.097352e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -10974036.000000 Penalty: 5447.501465
	Iteration 24Q: 3 clusters Score -1.097404e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -10974545.000000 Penalty: 5447.501465
	Iteration 25Q: 3 clusters Score -1.097454e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -10975103.000000 Penalty: 5447.501465
	Iteration 26Q: 3 clusters Score -1.09751e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -10975608.000000 Penalty: 5447.501465
	Iteration 27Q: 3 clusters Score -1.097561e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -10976141.000000 Penalty: 5447.501465
	Iteration 28Q: 3 clusters Score -1.097614e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -10976631.000000 Penalty: 5447.501465
	Iteration 29Q: 3 clusters Score -1.097663e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -10977152.000000 Penalty: 5447.501465
	Iteration 30Q: 3 clusters Score -1.097715e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -10977627.000000 Penalty: 5447.501465
	Iteration 31Q: 3 clusters Score -1.097763e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -10977997.000000 Penalty: 5447.501465
	Iteration 32Q: 3 clusters Score -1.0978e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -10978291.000000 Penalty: 5447.501465
	Iteration 33Q: 3 clusters Score -1.097829e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -10978487.000000 Penalty: 5447.501465
	Iteration 34Q: 3 clusters Score -1.097849e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -10978615.000000 Penalty: 5447.501465
	Iteration 35Q: 3 clusters Score -1.097862e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -10978752.000000 Penalty: 5447.501465
	Iteration 36Q: 3 clusters Score -1.097875e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -10978864.000000 Penalty: 5447.501465
	Iteration 37Q: 3 clusters Score -1.097886e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -10978940.000000 Penalty: 5447.501465
	Iteration 38Q: 3 clusters Score -1.097894e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -10979006.000000 Penalty: 5447.501465
	Iteration 39Q: 3 clusters Score -1.097901e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -10979004.000000 Penalty: 5447.501465
	Iteration 40F: 3 clusters Score -1.0979e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -10979027.000000 Penalty: 5447.501465
	Iteration 41Q: 3 clusters Score -1.097903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -10979020.000000 Penalty: 5447.501465
	Iteration 42Q: 3 clusters Score -1.097902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -10979032.000000 Penalty: 5447.501465
	Iteration 43Q: 3 clusters Score -1.097903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -10979049.000000 Penalty: 5447.501465
	Iteration 44Q: 3 clusters Score -1.097905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -10979058.000000 Penalty: 5447.501465
	Iteration 45Q: 3 clusters Score -1.097906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -10979060.000000 Penalty: 5447.501465
	Iteration 46Q: 3 clusters Score -1.097906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -10979058.000000 Penalty: 5447.501465
	Iteration 47Q: 3 clusters Score -1.097906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -10979066.000000 Penalty: 5447.501465
	Iteration 48Q: 3 clusters Score -1.097907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -10979088.000000 Penalty: 5447.501465
	Iteration 49Q: 3 clusters Score -1.097909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -10979094.000000 Penalty: 5447.501465
	Iteration 50Q: 3 clusters Score -1.097909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -10979093.000000 Penalty: 5447.501465
	Iteration 51Q: 3 clusters Score -1.097909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -10979097.000000 Penalty: 5447.501465
	Iteration 52Q: 3 clusters Score -1.09791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -10979104.000000 Penalty: 5447.501465
	Iteration 53Q: 3 clusters Score -1.09791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -10979105.000000 Penalty: 5447.501465
	Iteration 54Q: 3 clusters Score -1.09791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -10979110.000000 Penalty: 5447.501465
	Iteration 55Q: 3 clusters Score -1.097911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -10979097.000000 Penalty: 5447.501465
	Iteration 56Q: 3 clusters Score -1.09791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -10979096.000000 Penalty: 5447.501465
	Iteration 57Q: 3 clusters Score -1.09791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -10979096.000000 Penalty: 5447.501465
	Iteration 58Q: 3 clusters Score -1.09791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -10979095.000000 Penalty: 5447.501465
	Iteration 59Q: 3 clusters Score -1.09791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -10979102.000000 Penalty: 5447.501465
	Iteration 60F: 3 clusters Score -1.09791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -10979105.000000 Penalty: 5447.501465
	Iteration 61Q: 3 clusters Score -1.09791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -10979106.000000 Penalty: 5447.501465
	Iteration 62Q: 3 clusters Score -1.097911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -10979101.000000 Penalty: 5447.501465
	Iteration 63Q: 3 clusters Score -1.09791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -10979107.000000 Penalty: 5447.501465
	Iteration 64Q: 3 clusters Score -1.097911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -10979109.000000 Penalty: 5447.501465
	Iteration 65Q: 3 clusters Score -1.097911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -10979119.000000 Penalty: 5447.501465
	Iteration 66Q: 3 clusters Score -1.097912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -10979123.000000 Penalty: 5447.501465
	Iteration 67Q: 3 clusters Score -1.097912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -10979123.000000 Penalty: 5447.501465
	Iteration 68F: 3 clusters Score -1.097912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -27840.585938 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -27840.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26683.193359 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -26683.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26755.992188 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26755.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26837.798828 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26837.8 nChanged 18
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: -26881.728516 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -26881.73 nChanged 13
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: -26940.457031 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -26940.46 nChanged 12
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: -27005.972656 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27005.97 nChanged 7
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: -27028.246094 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27028.25 nChanged 2
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: -27034.162109 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -27034.16 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: -27040.654297 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -27040.65 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: -27073.203125 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -27073.2 nChanged 2
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: -27101.505859 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -27101.51 nChanged 0
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: -27101.648438 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -27101.65 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: -27116.404297 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -27116.4 nChanged 0
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: -27116.404297 Penalty: 2832.371582
	Iteration 13F: 3 clusters Score -27116.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Entering Unmasked Estep 
Score: -2959764.250000 Penalty: 2380.467529
	Iteration 0F: 2 clusters Score -2959764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2949171.250000 Penalty: 4760.935059
	Iteration 0F: 3 clusters Score -2949171 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2952604.000000 Penalty: 4760.935059
	Iteration 1F: 3 clusters Score -2952604 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2952920.250000 Penalty: 4760.935059
	Iteration 2F: 3 clusters Score -2952920 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2953152.750000 Penalty: 4760.935059
	Iteration 3Q: 3 clusters Score -2953153 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2953343.500000 Penalty: 4760.935059
	Iteration 4Q: 3 clusters Score -2953344 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2953492.750000 Penalty: 4760.935059
	Iteration 5Q: 3 clusters Score -2953493 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2953598.000000 Penalty: 4760.935059
	Iteration 6Q: 3 clusters Score -2953598 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2953719.000000 Penalty: 4760.935059
	Iteration 7Q: 3 clusters Score -2953719 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2953845.000000 Penalty: 4760.935059
	Iteration 8Q: 3 clusters Score -2953845 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2953957.000000 Penalty: 4760.935059
	Iteration 9Q: 3 clusters Score -2953957 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2954071.500000 Penalty: 4760.935059
	Iteration 10Q: 3 clusters Score -2954072 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2954219.000000 Penalty: 4760.935059
	Iteration 11Q: 3 clusters Score -2954219 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2954428.500000 Penalty: 4760.935059
	Iteration 12Q: 3 clusters Score -2954428 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2954679.500000 Penalty: 4760.935059
	Iteration 13Q: 3 clusters Score -2954680 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2954985.000000 Penalty: 4760.935059
	Iteration 14Q: 3 clusters Score -2954985 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2955301.500000 Penalty: 4760.935059
	Iteration 15Q: 3 clusters Score -2955302 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2955629.250000 Penalty: 4760.935059
	Iteration 16Q: 3 clusters Score -2955629 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2955950.750000 Penalty: 4760.935059
	Iteration 17Q: 3 clusters Score -2955951 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2956254.750000 Penalty: 4760.935059
	Iteration 18Q: 3 clusters Score -2956255 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2956479.250000 Penalty: 4760.935059
	Iteration 19Q: 3 clusters Score -2956479 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2956642.500000 Penalty: 4760.935059
	Iteration 20F: 3 clusters Score -2956642 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2956801.250000 Penalty: 4760.935059
	Iteration 21Q: 3 clusters Score -2956801 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2956940.750000 Penalty: 4760.935059
	Iteration 22Q: 3 clusters Score -2956941 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2957043.250000 Penalty: 4760.935059
	Iteration 23Q: 3 clusters Score -2957043 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2957136.750000 Penalty: 4760.935059
	Iteration 24Q: 3 clusters Score -2957137 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2957216.250000 Penalty: 4760.935059
	Iteration 25Q: 3 clusters Score -2957216 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2957275.750000 Penalty: 4760.935059
	Iteration 26Q: 3 clusters Score -2957276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2957330.500000 Penalty: 4760.935059
	Iteration 27Q: 3 clusters Score -2957330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2957360.750000 Penalty: 4760.935059
	Iteration 28Q: 3 clusters Score -2957361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2957394.000000 Penalty: 4760.935059
	Iteration 29Q: 3 clusters Score -2957394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2957419.250000 Penalty: 4760.935059
	Iteration 30Q: 3 clusters Score -2957419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2957444.750000 Penalty: 4760.935059
	Iteration 31Q: 3 clusters Score -2957445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2957472.000000 Penalty: 4760.935059
	Iteration 32Q: 3 clusters Score -2957472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2957504.250000 Penalty: 4760.935059
	Iteration 33Q: 3 clusters Score -2957504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2957538.250000 Penalty: 4760.935059
	Iteration 34Q: 3 clusters Score -2957538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2957550.750000 Penalty: 4760.935059
	Iteration 35Q: 3 clusters Score -2957551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2957566.500000 Penalty: 4760.935059
	Iteration 36Q: 3 clusters Score -2957566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2957569.250000 Penalty: 4760.935059
	Iteration 37Q: 3 clusters Score -2957569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2957583.250000 Penalty: 4760.935059
	Iteration 38Q: 3 clusters Score -2957583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2957582.250000 Penalty: 4760.935059
	Iteration 39Q: 3 clusters Score -2957582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2957584.000000 Penalty: 4760.935059
	Iteration 40F: 3 clusters Score -2957584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2957585.750000 Penalty: 4760.935059
	Iteration 41Q: 3 clusters Score -2957586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2957592.750000 Penalty: 4760.935059
	Iteration 42Q: 3 clusters Score -2957593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2957600.000000 Penalty: 4760.935059
	Iteration 43Q: 3 clusters Score -2957600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2957609.250000 Penalty: 4760.935059
	Iteration 44Q: 3 clusters Score -2957609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2957624.750000 Penalty: 4760.935059
	Iteration 45Q: 3 clusters Score -2957625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2957631.000000 Penalty: 4760.935059
	Iteration 46Q: 3 clusters Score -2957631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2957637.500000 Penalty: 4760.935059
	Iteration 47Q: 3 clusters Score -2957638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2957639.000000 Penalty: 4760.935059
	Iteration 48Q: 3 clusters Score -2957639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2957636.250000 Penalty: 4760.935059
	Iteration 49Q: 3 clusters Score -2957636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2957637.500000 Penalty: 4760.935059
	Iteration 50Q: 3 clusters Score -2957638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2957640.000000 Penalty: 4760.935059
	Iteration 51Q: 3 clusters Score -2957640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2957642.750000 Penalty: 4760.935059
	Iteration 52Q: 3 clusters Score -2957643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2957646.000000 Penalty: 4760.935059
	Iteration 53Q: 3 clusters Score -2957646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2957652.250000 Penalty: 4760.935059
	Iteration 54Q: 3 clusters Score -2957652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2957652.750000 Penalty: 4760.935059
	Iteration 55Q: 3 clusters Score -2957653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2957657.750000 Penalty: 4760.935059
	Iteration 56Q: 3 clusters Score -2957658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2957659.500000 Penalty: 4760.935059
	Iteration 57Q: 3 clusters Score -2957660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2957660.250000 Penalty: 4760.935059
	Iteration 58Q: 3 clusters Score -2957660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2957660.750000 Penalty: 4760.935059
	Iteration 59Q: 3 clusters Score -2957661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2957663.000000 Penalty: 4760.935059
	Iteration 60F: 3 clusters Score -2957663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2957661.750000 Penalty: 4760.935059
	Iteration 61Q: 3 clusters Score -2957662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2957664.500000 Penalty: 4760.935059
	Iteration 62Q: 3 clusters Score -2957664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2957666.250000 Penalty: 4760.935059
	Iteration 63Q: 3 clusters Score -2957666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2957666.250000 Penalty: 4760.935059
	Iteration 64Q: 3 clusters Score -2957666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2957662.250000 Penalty: 4760.935059
	Iteration 65Q: 3 clusters Score -2957662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2957667.000000 Penalty: 4760.935059
	Iteration 66Q: 3 clusters Score -2957667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2957666.500000 Penalty: 4760.935059
	Iteration 67Q: 3 clusters Score -2957666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2957666.750000 Penalty: 4760.935059
	Iteration 68Q: 3 clusters Score -2957667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2957673.000000 Penalty: 4760.935059
	Iteration 69Q: 3 clusters Score -2957673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2957674.000000 Penalty: 4760.935059
	Iteration 70Q: 3 clusters Score -2957674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2957678.250000 Penalty: 4760.935059
	Iteration 71Q: 3 clusters Score -2957678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2957676.500000 Penalty: 4760.935059
	Iteration 72Q: 3 clusters Score -2957676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2957677.750000 Penalty: 4760.935059
	Iteration 73Q: 3 clusters Score -2957678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2957681.500000 Penalty: 4760.935059
	Iteration 74Q: 3 clusters Score -2957682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2957683.500000 Penalty: 4760.935059
	Iteration 75Q: 3 clusters Score -2957684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2957687.250000 Penalty: 4760.935059
	Iteration 76Q: 3 clusters Score -2957687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2957682.250000 Penalty: 4760.935059
	Iteration 77Q: 3 clusters Score -2957682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2957685.000000 Penalty: 4760.935059
	Iteration 78Q: 3 clusters Score -2957685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2957686.750000 Penalty: 4760.935059
	Iteration 79Q: 3 clusters Score -2957687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2957687.500000 Penalty: 4760.935059
	Iteration 80F: 3 clusters Score -2957688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2957685.250000 Penalty: 4760.935059
	Iteration 81Q: 3 clusters Score -2957685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2957686.750000 Penalty: 4760.935059
	Iteration 82Q: 3 clusters Score -2957687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2957686.750000 Penalty: 4760.935059
	Iteration 83F: 3 clusters Score -2957687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -497036.031250 Penalty: 1953.500488
	Iteration 0F: 2 clusters Score -497036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -494002.406250 Penalty: 3907.000977
	Iteration 0F: 3 clusters Score -494002.4 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -494562.812500 Penalty: 3907.000977
	Iteration 1F: 3 clusters Score -494562.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -494752.937500 Penalty: 3907.000977
	Iteration 2F: 3 clusters Score -494752.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -494863.968750 Penalty: 3907.000977
	Iteration 3F: 3 clusters Score -494864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -494931.718750 Penalty: 3907.000977
	Iteration 4Q: 3 clusters Score -494931.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -494964.593750 Penalty: 3907.000977
	Iteration 5Q: 3 clusters Score -494964.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -494988.843750 Penalty: 3907.000977
	Iteration 6Q: 3 clusters Score -494988.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -495010.000000 Penalty: 3907.000977
	Iteration 7Q: 3 clusters Score -495010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -495031.437500 Penalty: 3907.000977
	Iteration 8Q: 3 clusters Score -495031.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -495059.343750 Penalty: 3907.000977
	Iteration 9Q: 3 clusters Score -495059.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -495076.156250 Penalty: 3907.000977
	Iteration 10Q: 3 clusters Score -495076.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -495095.781250 Penalty: 3907.000977
	Iteration 11Q: 3 clusters Score -495095.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -495110.500000 Penalty: 3907.000977
	Iteration 12Q: 3 clusters Score -495110.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -495123.812500 Penalty: 3907.000977
	Iteration 13Q: 3 clusters Score -495123.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -495134.875000 Penalty: 3907.000977
	Iteration 14Q: 3 clusters Score -495134.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -495147.656250 Penalty: 3907.000977
	Iteration 15Q: 3 clusters Score -495147.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -495163.500000 Penalty: 3907.000977
	Iteration 16Q: 3 clusters Score -495163.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -495174.437500 Penalty: 3907.000977
	Iteration 17Q: 3 clusters Score -495174.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -495182.343750 Penalty: 3907.000977
	Iteration 18Q: 3 clusters Score -495182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -495186.312500 Penalty: 3907.000977
	Iteration 19Q: 3 clusters Score -495186.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -495190.281250 Penalty: 3907.000977
	Iteration 20F: 3 clusters Score -495190.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -495195.468750 Penalty: 3907.000977
	Iteration 21Q: 3 clusters Score -495195.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -495202.218750 Penalty: 3907.000977
	Iteration 22Q: 3 clusters Score -495202.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -495209.375000 Penalty: 3907.000977
	Iteration 23Q: 3 clusters Score -495209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -495213.031250 Penalty: 3907.000977
	Iteration 24Q: 3 clusters Score -495213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -495214.781250 Penalty: 3907.000977
	Iteration 25Q: 3 clusters Score -495214.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -495217.156250 Penalty: 3907.000977
	Iteration 26Q: 3 clusters Score -495217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -495219.656250 Penalty: 3907.000977
	Iteration 27Q: 3 clusters Score -495219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -495221.718750 Penalty: 3907.000977
	Iteration 28Q: 3 clusters Score -495221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -495224.875000 Penalty: 3907.000977
	Iteration 29Q: 3 clusters Score -495224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -495228.250000 Penalty: 3907.000977
	Iteration 30Q: 3 clusters Score -495228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -495230.343750 Penalty: 3907.000977
	Iteration 31Q: 3 clusters Score -495230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -495234.718750 Penalty: 3907.000977
	Iteration 32Q: 3 clusters Score -495234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -495237.593750 Penalty: 3907.000977
	Iteration 33Q: 3 clusters Score -495237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -495238.312500 Penalty: 3907.000977
	Iteration 34Q: 3 clusters Score -495238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -495239.531250 Penalty: 3907.000977
	Iteration 35Q: 3 clusters Score -495239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -495239.531250 Penalty: 3907.000977
	Iteration 36F: 3 clusters Score -495239.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (41389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Entering Unmasked Estep 
Score: -8108898.500000 Penalty: 2636.431152
	Iteration 0F: 2 clusters Score -8108898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -8081120.000000 Penalty: 5272.862305
	Iteration 0F: 3 clusters Score -8081120 nChanged 18911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -8091167.000000 Penalty: 5272.862305
	Iteration 1F: 3 clusters Score -8091167 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -8091631.000000 Penalty: 5272.862305
	Iteration 2Q: 3 clusters Score -8091631 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8092170.500000 Penalty: 5272.862305
	Iteration 3Q: 3 clusters Score -8092170 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -8092816.500000 Penalty: 5272.862305
	Iteration 4Q: 3 clusters Score -8092816 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -8093641.000000 Penalty: 5272.862305
	Iteration 5Q: 3 clusters Score -8093641 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -8094766.000000 Penalty: 5272.862305
	Iteration 6Q: 3 clusters Score -8094766 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -8096497.000000 Penalty: 5272.862305
	Iteration 7F: 3 clusters Score -8096497 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -8098743.500000 Penalty: 5272.862305
	Iteration 8F: 3 clusters Score -8098744 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -8101309.000000 Penalty: 5272.862305
	Iteration 9F: 3 clusters Score -8101309 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -8103434.500000 Penalty: 5272.862305
	Iteration 10F: 3 clusters Score -8103434 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -8104894.000000 Penalty: 5272.862305
	Iteration 11Q: 3 clusters Score -8104894 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -8105650.000000 Penalty: 5272.862305
	Iteration 12Q: 3 clusters Score -8105650 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -8106072.000000 Penalty: 5272.862305
	Iteration 13Q: 3 clusters Score -8106072 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8106273.500000 Penalty: 5272.862305
	Iteration 14Q: 3 clusters Score -8106274 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -8106376.500000 Penalty: 5272.862305
	Iteration 15Q: 3 clusters Score -8106376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -8106446.000000 Penalty: 5272.862305
	Iteration 16Q: 3 clusters Score -8106446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -8106489.000000 Penalty: 5272.862305
	Iteration 17Q: 3 clusters Score -8106489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -8106506.500000 Penalty: 5272.862305
	Iteration 18Q: 3 clusters Score -8106506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -8106526.500000 Penalty: 5272.862305
	Iteration 19Q: 3 clusters Score -8106526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -8106540.000000 Penalty: 5272.862305
	Iteration 20F: 3 clusters Score -8106540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -8106554.500000 Penalty: 5272.862305
	Iteration 21Q: 3 clusters Score -8106554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -8106565.500000 Penalty: 5272.862305
	Iteration 22Q: 3 clusters Score -8106566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -8106573.000000 Penalty: 5272.862305
	Iteration 23Q: 3 clusters Score -8106573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -8106579.500000 Penalty: 5272.862305
	Iteration 24Q: 3 clusters Score -8106580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -8106578.500000 Penalty: 5272.862305
	Iteration 25Q: 3 clusters Score -8106578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -8106588.000000 Penalty: 5272.862305
	Iteration 26Q: 3 clusters Score -8106588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -8106588.000000 Penalty: 5272.862305
	Iteration 27F: 3 clusters Score -8106588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -99264.945312 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -99264.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -97661.914062 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -97661.91 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97838.820312 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -97838.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97893.625000 Penalty: 3152.629395
	Iteration 2Q: 3 clusters Score -97893.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97918.570312 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -97918.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97930.179688 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -97930.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97939.109375 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -97939.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97945.718750 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -97945.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97949.875000 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -97949.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97949.875000 Penalty: 3152.629395
	Iteration 8F: 3 clusters Score -97949.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -431061.406250 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -431061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -428207.156250 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -428207.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -428994.687500 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -428994.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -429318.062500 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -429318.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -429578.812500 Penalty: 3869.287109
	Iteration 3F: 3 clusters Score -429578.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -429807.875000 Penalty: 3869.287109
	Iteration 4F: 3 clusters Score -429807.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -429980.062500 Penalty: 3869.287109
	Iteration 5F: 3 clusters Score -429980.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -430109.250000 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -430109.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -430239.187500 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -430239.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -430338.156250 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -430338.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -430418.250000 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -430418.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -430481.562500 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -430481.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -430539.281250 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -430539.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -430592.781250 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -430592.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430649.500000 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -430649.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -430683.718750 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -430683.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -430715.000000 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -430715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -430739.250000 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -430739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430749.687500 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -430749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430753.593750 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -430753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430757.718750 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -430757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430759.843750 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -430759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430761.250000 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -430761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -430762.406250 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -430762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430763.812500 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -430763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -430764.062500 Penalty: 3869.287109
	Iteration 24Q: 3 clusters Score -430764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -430764.062500 Penalty: 3869.287109
	Iteration 25F: 3 clusters Score -430764.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Entering Unmasked Estep 
Score: -4135037.750000 Penalty: 2451.181152
	Iteration 0F: 2 clusters Score -4135038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4123302.250000 Penalty: 4902.362305
	Iteration 0F: 3 clusters Score -4123302 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4127780.750000 Penalty: 4902.362305
	Iteration 1F: 3 clusters Score -4127781 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4128087.500000 Penalty: 4902.362305
	Iteration 2Q: 3 clusters Score -4128088 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4128316.500000 Penalty: 4902.362305
	Iteration 3Q: 3 clusters Score -4128316 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -4128556.000000 Penalty: 4902.362305
	Iteration 4Q: 3 clusters Score -4128556 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4128765.500000 Penalty: 4902.362305
	Iteration 5Q: 3 clusters Score -4128766 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4129002.000000 Penalty: 4902.362305
	Iteration 6Q: 3 clusters Score -4129002 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4129167.750000 Penalty: 4902.362305
	Iteration 7Q: 3 clusters Score -4129168 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4129339.000000 Penalty: 4902.362305
	Iteration 8Q: 3 clusters Score -4129339 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4129538.750000 Penalty: 4902.362305
	Iteration 9Q: 3 clusters Score -4129539 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -4129745.500000 Penalty: 4902.362305
	Iteration 10Q: 3 clusters Score -4129746 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4129930.750000 Penalty: 4902.362305
	Iteration 11Q: 3 clusters Score -4129931 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4130187.500000 Penalty: 4902.362305
	Iteration 12Q: 3 clusters Score -4130188 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4130429.250000 Penalty: 4902.362305
	Iteration 13Q: 3 clusters Score -4130429 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4130795.000000 Penalty: 4902.362305
	Iteration 14Q: 3 clusters Score -4130795 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -4131230.000000 Penalty: 4902.362305
	Iteration 15Q: 3 clusters Score -4131230 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -4131838.500000 Penalty: 4902.362305
	Iteration 16Q: 3 clusters Score -4131838 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4132268.750000 Penalty: 4902.362305
	Iteration 17Q: 3 clusters Score -4132269 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4132697.000000 Penalty: 4902.362305
	Iteration 18Q: 3 clusters Score -4132697 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4132933.000000 Penalty: 4902.362305
	Iteration 19Q: 3 clusters Score -4132933 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -4133129.000000 Penalty: 4902.362305
	Iteration 20F: 3 clusters Score -4133129 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -4133323.500000 Penalty: 4902.362305
	Iteration 21Q: 3 clusters Score -4133324 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4133454.500000 Penalty: 4902.362305
	Iteration 22Q: 3 clusters Score -4133454 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4133616.250000 Penalty: 4902.362305
	Iteration 23Q: 3 clusters Score -4133616 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4133712.500000 Penalty: 4902.362305
	Iteration 24Q: 3 clusters Score -4133712 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4133790.000000 Penalty: 4902.362305
	Iteration 25Q: 3 clusters Score -4133790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -4133848.750000 Penalty: 4902.362305
	Iteration 26Q: 3 clusters Score -4133849 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4133895.250000 Penalty: 4902.362305
	Iteration 27Q: 3 clusters Score -4133895 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4133938.500000 Penalty: 4902.362305
	Iteration 28Q: 3 clusters Score -4133938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -4133986.500000 Penalty: 4902.362305
	Iteration 29Q: 3 clusters Score -4133986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4134008.500000 Penalty: 4902.362305
	Iteration 30Q: 3 clusters Score -4134008 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4134027.250000 Penalty: 4902.362305
	Iteration 31Q: 3 clusters Score -4134027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -4134042.500000 Penalty: 4902.362305
	Iteration 32Q: 3 clusters Score -4134042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4134054.250000 Penalty: 4902.362305
	Iteration 33Q: 3 clusters Score -4134054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4134071.500000 Penalty: 4902.362305
	Iteration 34Q: 3 clusters Score -4134072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4134091.000000 Penalty: 4902.362305
	Iteration 35Q: 3 clusters Score -4134091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -4134109.500000 Penalty: 4902.362305
	Iteration 36Q: 3 clusters Score -4134110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4134120.000000 Penalty: 4902.362305
	Iteration 37Q: 3 clusters Score -4134120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4134127.000000 Penalty: 4902.362305
	Iteration 38Q: 3 clusters Score -4134127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4134133.250000 Penalty: 4902.362305
	Iteration 39Q: 3 clusters Score -4134133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4134129.750000 Penalty: 4902.362305
	Iteration 40F: 3 clusters Score -4134130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4134133.000000 Penalty: 4902.362305
	Iteration 41Q: 3 clusters Score -4134133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4134140.500000 Penalty: 4902.362305
	Iteration 42Q: 3 clusters Score -4134140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4134139.750000 Penalty: 4902.362305
	Iteration 43Q: 3 clusters Score -4134140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4134143.500000 Penalty: 4902.362305
	Iteration 44Q: 3 clusters Score -4134144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -4134149.000000 Penalty: 4902.362305
	Iteration 45Q: 3 clusters Score -4134149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4134149.500000 Penalty: 4902.362305
	Iteration 46Q: 3 clusters Score -4134150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4134154.000000 Penalty: 4902.362305
	Iteration 47Q: 3 clusters Score -4134154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -4134161.750000 Penalty: 4902.362305
	Iteration 48Q: 3 clusters Score -4134162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4134162.750000 Penalty: 4902.362305
	Iteration 49Q: 3 clusters Score -4134163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -4134160.500000 Penalty: 4902.362305
	Iteration 50Q: 3 clusters Score -4134160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4134169.500000 Penalty: 4902.362305
	Iteration 51Q: 3 clusters Score -4134170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4134168.250000 Penalty: 4902.362305
	Iteration 52Q: 3 clusters Score -4134168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4134163.750000 Penalty: 4902.362305
	Iteration 53Q: 3 clusters Score -4134164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4134165.250000 Penalty: 4902.362305
	Iteration 54Q: 3 clusters Score -4134165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4134167.250000 Penalty: 4902.362305
	Iteration 55Q: 3 clusters Score -4134167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -4134163.750000 Penalty: 4902.362305
	Iteration 56Q: 3 clusters Score -4134164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4134167.750000 Penalty: 4902.362305
	Iteration 57Q: 3 clusters Score -4134168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -4134164.750000 Penalty: 4902.362305
	Iteration 58Q: 3 clusters Score -4134165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -4134170.750000 Penalty: 4902.362305
	Iteration 59Q: 3 clusters Score -4134171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4134170.750000 Penalty: 4902.362305
	Iteration 60F: 3 clusters Score -4134171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4134163.250000 Penalty: 4902.362305
	Iteration 61Q: 3 clusters Score -4134163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4134171.750000 Penalty: 4902.362305
	Iteration 62Q: 3 clusters Score -4134172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4134174.000000 Penalty: 4902.362305
	Iteration 63Q: 3 clusters Score -4134174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4134170.750000 Penalty: 4902.362305
	Iteration 64Q: 3 clusters Score -4134171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4134167.750000 Penalty: 4902.362305
	Iteration 65Q: 3 clusters Score -4134168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4134165.750000 Penalty: 4902.362305
	Iteration 66Q: 3 clusters Score -4134166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4134165.250000 Penalty: 4902.362305
	Iteration 67Q: 3 clusters Score -4134165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4134165.250000 Penalty: 4902.362305
	Iteration 68F: 3 clusters Score -4134165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Entering Unmasked Estep 
Score: -1211511.875000 Penalty: 2172.436768
	Iteration 0F: 2 clusters Score -1211512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1206124.875000 Penalty: 4344.873535
	Iteration 0F: 3 clusters Score -1206125 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1207467.125000 Penalty: 4344.873535
	Iteration 1F: 3 clusters Score -1207467 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1207705.125000 Penalty: 4344.873535
	Iteration 2F: 3 clusters Score -1207705 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1207836.750000 Penalty: 4344.873535
	Iteration 3Q: 3 clusters Score -1207837 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1207942.000000 Penalty: 4344.873535
	Iteration 4Q: 3 clusters Score -1207942 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1208042.250000 Penalty: 4344.873535
	Iteration 5Q: 3 clusters Score -1208042 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1208138.250000 Penalty: 4344.873535
	Iteration 6Q: 3 clusters Score -1208138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1208245.750000 Penalty: 4344.873535
	Iteration 7Q: 3 clusters Score -1208246 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1208338.125000 Penalty: 4344.873535
	Iteration 8Q: 3 clusters Score -1208338 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1208430.625000 Penalty: 4344.873535
	Iteration 9Q: 3 clusters Score -1208431 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1208539.125000 Penalty: 4344.873535
	Iteration 10Q: 3 clusters Score -1208539 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1208638.875000 Penalty: 4344.873535
	Iteration 11Q: 3 clusters Score -1208639 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1208731.250000 Penalty: 4344.873535
	Iteration 12Q: 3 clusters Score -1208731 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1208836.875000 Penalty: 4344.873535
	Iteration 13Q: 3 clusters Score -1208837 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1208939.000000 Penalty: 4344.873535
	Iteration 14Q: 3 clusters Score -1208939 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1209049.500000 Penalty: 4344.873535
	Iteration 15Q: 3 clusters Score -1209050 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1209156.125000 Penalty: 4344.873535
	Iteration 16Q: 3 clusters Score -1209156 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1209244.125000 Penalty: 4344.873535
	Iteration 17Q: 3 clusters Score -1209244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1209316.625000 Penalty: 4344.873535
	Iteration 18Q: 3 clusters Score -1209317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1209370.750000 Penalty: 4344.873535
	Iteration 19Q: 3 clusters Score -1209371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1209412.375000 Penalty: 4344.873535
	Iteration 20F: 3 clusters Score -1209412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1209461.875000 Penalty: 4344.873535
	Iteration 21Q: 3 clusters Score -1209462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1209495.375000 Penalty: 4344.873535
	Iteration 22Q: 3 clusters Score -1209495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1209512.375000 Penalty: 4344.873535
	Iteration 23Q: 3 clusters Score -1209512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1209528.250000 Penalty: 4344.873535
	Iteration 24Q: 3 clusters Score -1209528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1209543.750000 Penalty: 4344.873535
	Iteration 25Q: 3 clusters Score -1209544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1209556.625000 Penalty: 4344.873535
	Iteration 26Q: 3 clusters Score -1209557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1209573.125000 Penalty: 4344.873535
	Iteration 27Q: 3 clusters Score -1209573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1209580.375000 Penalty: 4344.873535
	Iteration 28Q: 3 clusters Score -1209580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1209584.000000 Penalty: 4344.873535
	Iteration 29Q: 3 clusters Score -1209584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1209586.375000 Penalty: 4344.873535
	Iteration 30Q: 3 clusters Score -1209586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1209592.125000 Penalty: 4344.873535
	Iteration 31Q: 3 clusters Score -1209592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1209593.750000 Penalty: 4344.873535
	Iteration 32Q: 3 clusters Score -1209594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1209595.125000 Penalty: 4344.873535
	Iteration 33Q: 3 clusters Score -1209595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1209601.000000 Penalty: 4344.873535
	Iteration 34Q: 3 clusters Score -1209601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1209601.000000 Penalty: 4344.873535
	Iteration 35F: 3 clusters Score -1209601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -575397.875000 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -575397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -572152.625000 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -572152.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -572867.000000 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -572867 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -573124.062500 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -573124.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -573294.000000 Penalty: 3980.656250
	Iteration 3F: 3 clusters Score -573294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -573413.625000 Penalty: 3980.656250
	Iteration 4Q: 3 clusters Score -573413.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -573504.312500 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -573504.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -573562.000000 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -573562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -573598.062500 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -573598.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -573626.812500 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -573626.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -573645.062500 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -573645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -573654.562500 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -573654.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -573660.500000 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -573660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -573667.250000 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -573667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -573672.562500 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -573672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -573677.250000 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -573677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -573679.687500 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -573679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -573681.937500 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -573681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -573683.937500 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -573683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -573687.250000 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -573687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -573687.500000 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -573687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -573688.750000 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -573688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -573688.812500 Penalty: 3980.656250
	Iteration 21Q: 3 clusters Score -573688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -573688.812500 Penalty: 3980.656250
	Iteration 22F: 3 clusters Score -573688.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Entering Unmasked Estep 
Score: -3094297.000000 Penalty: 2382.076904
	Iteration 0F: 2 clusters Score -3094297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3083842.750000 Penalty: 4764.153809
	Iteration 0F: 3 clusters Score -3083843 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3087119.250000 Penalty: 4764.153809
	Iteration 1F: 3 clusters Score -3087119 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3087485.000000 Penalty: 4764.153809
	Iteration 2F: 3 clusters Score -3087485 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3087780.500000 Penalty: 4764.153809
	Iteration 3Q: 3 clusters Score -3087780 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3088093.250000 Penalty: 4764.153809
	Iteration 4Q: 3 clusters Score -3088093 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3088361.500000 Penalty: 4764.153809
	Iteration 5Q: 3 clusters Score -3088362 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3088639.500000 Penalty: 4764.153809
	Iteration 6Q: 3 clusters Score -3088640 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3088956.250000 Penalty: 4764.153809
	Iteration 7Q: 3 clusters Score -3088956 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3089312.750000 Penalty: 4764.153809
	Iteration 8Q: 3 clusters Score -3089313 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3089733.250000 Penalty: 4764.153809
	Iteration 9Q: 3 clusters Score -3089733 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3090233.500000 Penalty: 4764.153809
	Iteration 10Q: 3 clusters Score -3090234 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3090752.000000 Penalty: 4764.153809
	Iteration 11Q: 3 clusters Score -3090752 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3091232.750000 Penalty: 4764.153809
	Iteration 12Q: 3 clusters Score -3091233 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3091624.750000 Penalty: 4764.153809
	Iteration 13Q: 3 clusters Score -3091625 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3091832.250000 Penalty: 4764.153809
	Iteration 14Q: 3 clusters Score -3091832 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3091945.500000 Penalty: 4764.153809
	Iteration 15Q: 3 clusters Score -3091946 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3092028.750000 Penalty: 4764.153809
	Iteration 16Q: 3 clusters Score -3092029 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3092083.250000 Penalty: 4764.153809
	Iteration 17Q: 3 clusters Score -3092083 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3092119.500000 Penalty: 4764.153809
	Iteration 18Q: 3 clusters Score -3092120 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3092150.750000 Penalty: 4764.153809
	Iteration 19Q: 3 clusters Score -3092151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3092180.250000 Penalty: 4764.153809
	Iteration 20F: 3 clusters Score -3092180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3092191.250000 Penalty: 4764.153809
	Iteration 21Q: 3 clusters Score -3092191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3092216.750000 Penalty: 4764.153809
	Iteration 22Q: 3 clusters Score -3092217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3092223.000000 Penalty: 4764.153809
	Iteration 23Q: 3 clusters Score -3092223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3092242.250000 Penalty: 4764.153809
	Iteration 24Q: 3 clusters Score -3092242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3092247.750000 Penalty: 4764.153809
	Iteration 25Q: 3 clusters Score -3092248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3092267.250000 Penalty: 4764.153809
	Iteration 26Q: 3 clusters Score -3092267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3092273.500000 Penalty: 4764.153809
	Iteration 27Q: 3 clusters Score -3092274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3092285.750000 Penalty: 4764.153809
	Iteration 28Q: 3 clusters Score -3092286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3092290.000000 Penalty: 4764.153809
	Iteration 29Q: 3 clusters Score -3092290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3092292.000000 Penalty: 4764.153809
	Iteration 30Q: 3 clusters Score -3092292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3092303.750000 Penalty: 4764.153809
	Iteration 31Q: 3 clusters Score -3092304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3092309.500000 Penalty: 4764.153809
	Iteration 32Q: 3 clusters Score -3092310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3092323.250000 Penalty: 4764.153809
	Iteration 33Q: 3 clusters Score -3092323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3092315.500000 Penalty: 4764.153809
	Iteration 34Q: 3 clusters Score -3092316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3092319.500000 Penalty: 4764.153809
	Iteration 35Q: 3 clusters Score -3092320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3092331.000000 Penalty: 4764.153809
	Iteration 36Q: 3 clusters Score -3092331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3092340.750000 Penalty: 4764.153809
	Iteration 37Q: 3 clusters Score -3092341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3092338.500000 Penalty: 4764.153809
	Iteration 38Q: 3 clusters Score -3092338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3092346.000000 Penalty: 4764.153809
	Iteration 39Q: 3 clusters Score -3092346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3092341.000000 Penalty: 4764.153809
	Iteration 40F: 3 clusters Score -3092341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3092344.500000 Penalty: 4764.153809
	Iteration 41Q: 3 clusters Score -3092344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3092341.000000 Penalty: 4764.153809
	Iteration 42Q: 3 clusters Score -3092341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3092340.750000 Penalty: 4764.153809
	Iteration 43Q: 3 clusters Score -3092341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3092343.750000 Penalty: 4764.153809
	Iteration 44Q: 3 clusters Score -3092344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3092353.250000 Penalty: 4764.153809
	Iteration 45Q: 3 clusters Score -3092353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3092345.500000 Penalty: 4764.153809
	Iteration 46Q: 3 clusters Score -3092346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3092351.250000 Penalty: 4764.153809
	Iteration 47Q: 3 clusters Score -3092351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3092357.500000 Penalty: 4764.153809
	Iteration 48Q: 3 clusters Score -3092358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3092358.000000 Penalty: 4764.153809
	Iteration 49Q: 3 clusters Score -3092358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3092360.500000 Penalty: 4764.153809
	Iteration 50Q: 3 clusters Score -3092360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3092358.750000 Penalty: 4764.153809
	Iteration 51Q: 3 clusters Score -3092359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3092364.500000 Penalty: 4764.153809
	Iteration 52Q: 3 clusters Score -3092364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3092363.000000 Penalty: 4764.153809
	Iteration 53Q: 3 clusters Score -3092363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3092366.500000 Penalty: 4764.153809
	Iteration 54Q: 3 clusters Score -3092366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3092366.250000 Penalty: 4764.153809
	Iteration 55Q: 3 clusters Score -3092366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3092375.000000 Penalty: 4764.153809
	Iteration 56Q: 3 clusters Score -3092375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3092377.250000 Penalty: 4764.153809
	Iteration 57Q: 3 clusters Score -3092377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3092377.500000 Penalty: 4764.153809
	Iteration 58Q: 3 clusters Score -3092378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3092377.250000 Penalty: 4764.153809
	Iteration 59Q: 3 clusters Score -3092377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3092386.500000 Penalty: 4764.153809
	Iteration 60F: 3 clusters Score -3092386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3092381.750000 Penalty: 4764.153809
	Iteration 61Q: 3 clusters Score -3092382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3092381.000000 Penalty: 4764.153809
	Iteration 62Q: 3 clusters Score -3092381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3092381.000000 Penalty: 4764.153809
	Iteration 63Q: 3 clusters Score -3092381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3092386.250000 Penalty: 4764.153809
	Iteration 64Q: 3 clusters Score -3092386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3092387.750000 Penalty: 4764.153809
	Iteration 65Q: 3 clusters Score -3092388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3092393.500000 Penalty: 4764.153809
	Iteration 66Q: 3 clusters Score -3092394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3092387.000000 Penalty: 4764.153809
	Iteration 67Q: 3 clusters Score -3092387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3092391.250000 Penalty: 4764.153809
	Iteration 68Q: 3 clusters Score -3092391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3092398.750000 Penalty: 4764.153809
	Iteration 69Q: 3 clusters Score -3092399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3092402.250000 Penalty: 4764.153809
	Iteration 70Q: 3 clusters Score -3092402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3092405.500000 Penalty: 4764.153809
	Iteration 71Q: 3 clusters Score -3092406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3092413.500000 Penalty: 4764.153809
	Iteration 72Q: 3 clusters Score -3092414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3092413.250000 Penalty: 4764.153809
	Iteration 73Q: 3 clusters Score -3092413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3092413.750000 Penalty: 4764.153809
	Iteration 74Q: 3 clusters Score -3092414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3092408.500000 Penalty: 4764.153809
	Iteration 75Q: 3 clusters Score -3092408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3092413.250000 Penalty: 4764.153809
	Iteration 76Q: 3 clusters Score -3092413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3092411.250000 Penalty: 4764.153809
	Iteration 77Q: 3 clusters Score -3092411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3092417.750000 Penalty: 4764.153809
	Iteration 78Q: 3 clusters Score -3092418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3092419.500000 Penalty: 4764.153809
	Iteration 79Q: 3 clusters Score -3092420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3092421.500000 Penalty: 4764.153809
	Iteration 80F: 3 clusters Score -3092422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3092424.750000 Penalty: 4764.153809
	Iteration 81Q: 3 clusters Score -3092425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3092421.500000 Penalty: 4764.153809
	Iteration 82Q: 3 clusters Score -3092422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3092425.250000 Penalty: 4764.153809
	Iteration 83Q: 3 clusters Score -3092425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3092422.500000 Penalty: 4764.153809
	Iteration 84Q: 3 clusters Score -3092422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3092424.250000 Penalty: 4764.153809
	Iteration 85Q: 3 clusters Score -3092424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3092425.000000 Penalty: 4764.153809
	Iteration 86Q: 3 clusters Score -3092425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3092424.250000 Penalty: 4764.153809
	Iteration 87Q: 3 clusters Score -3092424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3092427.250000 Penalty: 4764.153809
	Iteration 88Q: 3 clusters Score -3092427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3092428.250000 Penalty: 4764.153809
	Iteration 89Q: 3 clusters Score -3092428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3092429.250000 Penalty: 4764.153809
	Iteration 90Q: 3 clusters Score -3092429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3092429.250000 Penalty: 4764.153809
	Iteration 91F: 3 clusters Score -3092429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (28773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Entering Unmasked Estep 
Score: -5606084.500000 Penalty: 2546.263916
	Iteration 0F: 2 clusters Score -5606084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5587026.500000 Penalty: 5092.527832
	Iteration 0F: 3 clusters Score -5587026 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5594064.000000 Penalty: 5092.527832
	Iteration 1F: 3 clusters Score -5594064 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5594510.000000 Penalty: 5092.527832
	Iteration 2Q: 3 clusters Score -5594510 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5594850.000000 Penalty: 5092.527832
	Iteration 3Q: 3 clusters Score -5594850 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5595173.500000 Penalty: 5092.527832
	Iteration 4Q: 3 clusters Score -5595174 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5595456.500000 Penalty: 5092.527832
	Iteration 5Q: 3 clusters Score -5595456 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -5595793.000000 Penalty: 5092.527832
	Iteration 6Q: 3 clusters Score -5595793 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5596156.000000 Penalty: 5092.527832
	Iteration 7Q: 3 clusters Score -5596156 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -5596622.500000 Penalty: 5092.527832
	Iteration 8Q: 3 clusters Score -5596622 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -5597206.500000 Penalty: 5092.527832
	Iteration 9Q: 3 clusters Score -5597206 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -5597813.500000 Penalty: 5092.527832
	Iteration 10Q: 3 clusters Score -5597814 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5598556.000000 Penalty: 5092.527832
	Iteration 11Q: 3 clusters Score -5598556 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5599337.000000 Penalty: 5092.527832
	Iteration 12Q: 3 clusters Score -5599337 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -5600238.000000 Penalty: 5092.527832
	Iteration 13Q: 3 clusters Score -5600238 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5601108.500000 Penalty: 5092.527832
	Iteration 14Q: 3 clusters Score -5601108 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5601908.500000 Penalty: 5092.527832
	Iteration 15Q: 3 clusters Score -5601908 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5602605.500000 Penalty: 5092.527832
	Iteration 16Q: 3 clusters Score -5602606 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5603098.500000 Penalty: 5092.527832
	Iteration 17Q: 3 clusters Score -5603098 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5603429.500000 Penalty: 5092.527832
	Iteration 18Q: 3 clusters Score -5603430 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -5603596.000000 Penalty: 5092.527832
	Iteration 19Q: 3 clusters Score -5603596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -5603708.000000 Penalty: 5092.527832
	Iteration 20F: 3 clusters Score -5603708 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5603792.000000 Penalty: 5092.527832
	Iteration 21Q: 3 clusters Score -5603792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -5603846.000000 Penalty: 5092.527832
	Iteration 22Q: 3 clusters Score -5603846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -5603886.000000 Penalty: 5092.527832
	Iteration 23Q: 3 clusters Score -5603886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -5603891.000000 Penalty: 5092.527832
	Iteration 24Q: 3 clusters Score -5603891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -5603896.500000 Penalty: 5092.527832
	Iteration 25Q: 3 clusters Score -5603896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5603904.500000 Penalty: 5092.527832
	Iteration 26Q: 3 clusters Score -5603904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5603916.500000 Penalty: 5092.527832
	Iteration 27Q: 3 clusters Score -5603916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5603923.500000 Penalty: 5092.527832
	Iteration 28Q: 3 clusters Score -5603924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -5603933.000000 Penalty: 5092.527832
	Iteration 29Q: 3 clusters Score -5603933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5603933.500000 Penalty: 5092.527832
	Iteration 30Q: 3 clusters Score -5603934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5603934.000000 Penalty: 5092.527832
	Iteration 31Q: 3 clusters Score -5603934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -5603936.500000 Penalty: 5092.527832
	Iteration 32Q: 3 clusters Score -5603936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -5603940.000000 Penalty: 5092.527832
	Iteration 33Q: 3 clusters Score -5603940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -5603945.500000 Penalty: 5092.527832
	Iteration 34Q: 3 clusters Score -5603946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -5603950.000000 Penalty: 5092.527832
	Iteration 35Q: 3 clusters Score -5603950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -5603951.500000 Penalty: 5092.527832
	Iteration 36Q: 3 clusters Score -5603952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5603951.500000 Penalty: 5092.527832
	Iteration 37Q: 3 clusters Score -5603952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5603951.500000 Penalty: 5092.527832
	Iteration 38F: 3 clusters Score -5603952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -4052803.750000 Penalty: 2465.206787
	Iteration 0F: 2 clusters Score -4052804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4038302.750000 Penalty: 4930.413574
	Iteration 0F: 3 clusters Score -4038303 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4043135.000000 Penalty: 4930.413574
	Iteration 1F: 3 clusters Score -4043135 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4043562.750000 Penalty: 4930.413574
	Iteration 2F: 3 clusters Score -4043563 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -4043934.000000 Penalty: 4930.413574
	Iteration 3Q: 3 clusters Score -4043934 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4044314.000000 Penalty: 4930.413574
	Iteration 4Q: 3 clusters Score -4044314 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -4044818.250000 Penalty: 4930.413574
	Iteration 5Q: 3 clusters Score -4044818 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4045561.750000 Penalty: 4930.413574
	Iteration 6F: 3 clusters Score -4045562 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4046566.000000 Penalty: 4930.413574
	Iteration 7F: 3 clusters Score -4046566 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4047714.250000 Penalty: 4930.413574
	Iteration 8F: 3 clusters Score -4047714 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4048728.750000 Penalty: 4930.413574
	Iteration 9F: 3 clusters Score -4048729 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4049475.500000 Penalty: 4930.413574
	Iteration 10Q: 3 clusters Score -4049476 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4049994.000000 Penalty: 4930.413574
	Iteration 11Q: 3 clusters Score -4049994 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4050264.000000 Penalty: 4930.413574
	Iteration 12Q: 3 clusters Score -4050264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4050405.250000 Penalty: 4930.413574
	Iteration 13Q: 3 clusters Score -4050405 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4050483.500000 Penalty: 4930.413574
	Iteration 14Q: 3 clusters Score -4050484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4050536.750000 Penalty: 4930.413574
	Iteration 15Q: 3 clusters Score -4050537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4050564.500000 Penalty: 4930.413574
	Iteration 16Q: 3 clusters Score -4050564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4050582.000000 Penalty: 4930.413574
	Iteration 17Q: 3 clusters Score -4050582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4050589.750000 Penalty: 4930.413574
	Iteration 18Q: 3 clusters Score -4050590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4050598.000000 Penalty: 4930.413574
	Iteration 19Q: 3 clusters Score -4050598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4050603.500000 Penalty: 4930.413574
	Iteration 20F: 3 clusters Score -4050604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4050601.500000 Penalty: 4930.413574
	Iteration 21Q: 3 clusters Score -4050602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4050609.000000 Penalty: 4930.413574
	Iteration 22Q: 3 clusters Score -4050609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4050608.500000 Penalty: 4930.413574
	Iteration 23Q: 3 clusters Score -4050608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4050608.500000 Penalty: 4930.413574
	Iteration 24F: 3 clusters Score -4050608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -377806.218750 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -377806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -375262.968750 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -375263 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -375780.218750 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -375780.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -376032.906250 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -376032.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -376223.000000 Penalty: 3769.054443
	Iteration 3F: 3 clusters Score -376223 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -376367.750000 Penalty: 3769.054443
	Iteration 4F: 3 clusters Score -376367.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -376484.875000 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -376484.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -376566.531250 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -376566.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -376630.875000 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -376630.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -376699.687500 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -376699.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -376774.468750 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -376774.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -376830.093750 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -376830.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -376889.281250 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -376889.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -376934.531250 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -376934.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -376954.500000 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -376954.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -376967.718750 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -376967.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -376979.843750 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -376979.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -376996.625000 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -376996.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -377010.750000 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -377010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -377019.062500 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -377019.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -377025.687500 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -377025.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -377028.687500 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -377028.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -377032.062500 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -377032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -377033.312500 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -377033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -377036.218750 Penalty: 3769.054443
	Iteration 23Q: 3 clusters Score -377036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -377037.500000 Penalty: 3769.054443
	Iteration 24Q: 3 clusters Score -377037.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -377037.500000 Penalty: 3769.054443
	Iteration 25F: 3 clusters Score -377037.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -27997.089844 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -27997.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27150.064453 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -27150.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27480.994141 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -27480.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27685.623047 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -27685.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27723.199219 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -27723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27757.363281 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -27757.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27760.091797 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -27760.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27761.492188 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -27761.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27767.816406 Penalty: 2760.002197
	Iteration 7Q: 3 clusters Score -27767.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27783.513672 Penalty: 2760.002197
	Iteration 8Q: 3 clusters Score -27783.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27797.589844 Penalty: 2760.002197
	Iteration 9Q: 3 clusters Score -27797.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27798.302734 Penalty: 2760.002197
	Iteration 10Q: 3 clusters Score -27798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27798.302734 Penalty: 2760.002197
	Iteration 11F: 3 clusters Score -27798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (14515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Entering Unmasked Estep 
Score: -3005613.750000 Penalty: 2376.568604
	Iteration 0F: 2 clusters Score -3005614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2995113.500000 Penalty: 4753.137207
	Iteration 0F: 3 clusters Score -2995114 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2998353.750000 Penalty: 4753.137207
	Iteration 1F: 3 clusters Score -2998354 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2998691.750000 Penalty: 4753.137207
	Iteration 2F: 3 clusters Score -2998692 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2998987.750000 Penalty: 4753.137207
	Iteration 3Q: 3 clusters Score -2998988 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2999270.000000 Penalty: 4753.137207
	Iteration 4Q: 3 clusters Score -2999270 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2999551.750000 Penalty: 4753.137207
	Iteration 5Q: 3 clusters Score -2999552 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2999916.750000 Penalty: 4753.137207
	Iteration 6Q: 3 clusters Score -2999917 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3000447.500000 Penalty: 4753.137207
	Iteration 7F: 3 clusters Score -3000448 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3001082.500000 Penalty: 4753.137207
	Iteration 8F: 3 clusters Score -3001082 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3001788.250000 Penalty: 4753.137207
	Iteration 9F: 3 clusters Score -3001788 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3002409.750000 Penalty: 4753.137207
	Iteration 10Q: 3 clusters Score -3002410 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3002850.500000 Penalty: 4753.137207
	Iteration 11Q: 3 clusters Score -3002850 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3003114.500000 Penalty: 4753.137207
	Iteration 12Q: 3 clusters Score -3003114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3003275.500000 Penalty: 4753.137207
	Iteration 13Q: 3 clusters Score -3003276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3003381.000000 Penalty: 4753.137207
	Iteration 14Q: 3 clusters Score -3003381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3003422.750000 Penalty: 4753.137207
	Iteration 15Q: 3 clusters Score -3003423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3003449.500000 Penalty: 4753.137207
	Iteration 16Q: 3 clusters Score -3003450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3003467.250000 Penalty: 4753.137207
	Iteration 17Q: 3 clusters Score -3003467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3003487.500000 Penalty: 4753.137207
	Iteration 18Q: 3 clusters Score -3003488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3003505.000000 Penalty: 4753.137207
	Iteration 19Q: 3 clusters Score -3003505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3003533.250000 Penalty: 4753.137207
	Iteration 20F: 3 clusters Score -3003533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3003536.250000 Penalty: 4753.137207
	Iteration 21Q: 3 clusters Score -3003536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3003542.750000 Penalty: 4753.137207
	Iteration 22Q: 3 clusters Score -3003543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3003540.500000 Penalty: 4753.137207
	Iteration 23Q: 3 clusters Score -3003540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3003544.750000 Penalty: 4753.137207
	Iteration 24Q: 3 clusters Score -3003545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3003544.750000 Penalty: 4753.137207
	Iteration 25Q: 3 clusters Score -3003545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3003547.500000 Penalty: 4753.137207
	Iteration 26Q: 3 clusters Score -3003548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3003553.000000 Penalty: 4753.137207
	Iteration 27Q: 3 clusters Score -3003553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3003554.250000 Penalty: 4753.137207
	Iteration 28Q: 3 clusters Score -3003554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3003554.750000 Penalty: 4753.137207
	Iteration 29Q: 3 clusters Score -3003555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3003560.750000 Penalty: 4753.137207
	Iteration 30Q: 3 clusters Score -3003561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3003560.750000 Penalty: 4753.137207
	Iteration 31F: 3 clusters Score -3003561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (31781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Entering Unmasked Estep 
Score: -6194301.500000 Penalty: 2570.922607
	Iteration 0F: 2 clusters Score -6194302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -6174222.500000 Penalty: 5141.845215
	Iteration 0F: 3 clusters Score -6174222 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -6182070.500000 Penalty: 5141.845215
	Iteration 1F: 3 clusters Score -6182070 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6182515.000000 Penalty: 5141.845215
	Iteration 2Q: 3 clusters Score -6182515 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -6182823.000000 Penalty: 5141.845215
	Iteration 3Q: 3 clusters Score -6182823 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -6183167.000000 Penalty: 5141.845215
	Iteration 4Q: 3 clusters Score -6183167 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -6183519.000000 Penalty: 5141.845215
	Iteration 5Q: 3 clusters Score -6183519 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -6184063.000000 Penalty: 5141.845215
	Iteration 6Q: 3 clusters Score -6184063 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -6184791.500000 Penalty: 5141.845215
	Iteration 7Q: 3 clusters Score -6184792 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -6185931.000000 Penalty: 5141.845215
	Iteration 8F: 3 clusters Score -6185931 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -6187450.500000 Penalty: 5141.845215
	Iteration 9F: 3 clusters Score -6187450 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6189215.000000 Penalty: 5141.845215
	Iteration 10F: 3 clusters Score -6189215 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6190497.000000 Penalty: 5141.845215
	Iteration 11F: 3 clusters Score -6190497 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6191282.500000 Penalty: 5141.845215
	Iteration 12Q: 3 clusters Score -6191282 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6191698.000000 Penalty: 5141.845215
	Iteration 13Q: 3 clusters Score -6191698 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6191876.000000 Penalty: 5141.845215
	Iteration 14Q: 3 clusters Score -6191876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6191970.000000 Penalty: 5141.845215
	Iteration 15Q: 3 clusters Score -6191970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6192022.000000 Penalty: 5141.845215
	Iteration 16Q: 3 clusters Score -6192022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6192041.000000 Penalty: 5141.845215
	Iteration 17Q: 3 clusters Score -6192041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6192066.500000 Penalty: 5141.845215
	Iteration 18Q: 3 clusters Score -6192066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6192077.500000 Penalty: 5141.845215
	Iteration 19Q: 3 clusters Score -6192078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6192079.500000 Penalty: 5141.845215
	Iteration 20F: 3 clusters Score -6192080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6192086.000000 Penalty: 5141.845215
	Iteration 21Q: 3 clusters Score -6192086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6192085.000000 Penalty: 5141.845215
	Iteration 22Q: 3 clusters Score -6192085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6192089.000000 Penalty: 5141.845215
	Iteration 23Q: 3 clusters Score -6192089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6192094.500000 Penalty: 5141.845215
	Iteration 24Q: 3 clusters Score -6192094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6192102.000000 Penalty: 5141.845215
	Iteration 25Q: 3 clusters Score -6192102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6192113.500000 Penalty: 5141.845215
	Iteration 26Q: 3 clusters Score -6192114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6192113.500000 Penalty: 5141.845215
	Iteration 27Q: 3 clusters Score -6192114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6192115.000000 Penalty: 5141.845215
	Iteration 28Q: 3 clusters Score -6192115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6192113.500000 Penalty: 5141.845215
	Iteration 29Q: 3 clusters Score -6192114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6192119.000000 Penalty: 5141.845215
	Iteration 30Q: 3 clusters Score -6192119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6192119.000000 Penalty: 5141.845215
	Iteration 31F: 3 clusters Score -6192119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -900654.625000 Penalty: 2099.751953
	Iteration 0F: 2 clusters Score -900654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -896274.562500 Penalty: 4199.503906
	Iteration 0F: 3 clusters Score -896274.6 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -897316.312500 Penalty: 4199.503906
	Iteration 1F: 3 clusters Score -897316.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -897618.812500 Penalty: 4199.503906
	Iteration 2F: 3 clusters Score -897618.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -897846.125000 Penalty: 4199.503906
	Iteration 3F: 3 clusters Score -897846.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -898017.437500 Penalty: 4199.503906
	Iteration 4F: 3 clusters Score -898017.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -898203.500000 Penalty: 4199.503906
	Iteration 5Q: 3 clusters Score -898203.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -898389.062500 Penalty: 4199.503906
	Iteration 6Q: 3 clusters Score -898389.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -898572.625000 Penalty: 4199.503906
	Iteration 7Q: 3 clusters Score -898572.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -898751.812500 Penalty: 4199.503906
	Iteration 8Q: 3 clusters Score -898751.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -898883.062500 Penalty: 4199.503906
	Iteration 9Q: 3 clusters Score -898883.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -899012.187500 Penalty: 4199.503906
	Iteration 10Q: 3 clusters Score -899012.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -899105.750000 Penalty: 4199.503906
	Iteration 11Q: 3 clusters Score -899105.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -899175.125000 Penalty: 4199.503906
	Iteration 12Q: 3 clusters Score -899175.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -899220.812500 Penalty: 4199.503906
	Iteration 13Q: 3 clusters Score -899220.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -899270.937500 Penalty: 4199.503906
	Iteration 14Q: 3 clusters Score -899270.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -899304.750000 Penalty: 4199.503906
	Iteration 15Q: 3 clusters Score -899304.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -899330.875000 Penalty: 4199.503906
	Iteration 16Q: 3 clusters Score -899330.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -899356.250000 Penalty: 4199.503906
	Iteration 17Q: 3 clusters Score -899356.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -899381.000000 Penalty: 4199.503906
	Iteration 18Q: 3 clusters Score -899381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -899402.625000 Penalty: 4199.503906
	Iteration 19Q: 3 clusters Score -899402.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -899419.312500 Penalty: 4199.503906
	Iteration 20F: 3 clusters Score -899419.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -899438.375000 Penalty: 4199.503906
	Iteration 21Q: 3 clusters Score -899438.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -899463.250000 Penalty: 4199.503906
	Iteration 22Q: 3 clusters Score -899463.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -899488.875000 Penalty: 4199.503906
	Iteration 23Q: 3 clusters Score -899488.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -899514.687500 Penalty: 4199.503906
	Iteration 24Q: 3 clusters Score -899514.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -899535.562500 Penalty: 4199.503906
	Iteration 25Q: 3 clusters Score -899535.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -899554.500000 Penalty: 4199.503906
	Iteration 26Q: 3 clusters Score -899554.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -899567.625000 Penalty: 4199.503906
	Iteration 27Q: 3 clusters Score -899567.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -899579.750000 Penalty: 4199.503906
	Iteration 28Q: 3 clusters Score -899579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -899587.937500 Penalty: 4199.503906
	Iteration 29Q: 3 clusters Score -899587.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -899593.812500 Penalty: 4199.503906
	Iteration 30Q: 3 clusters Score -899593.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -899602.500000 Penalty: 4199.503906
	Iteration 31Q: 3 clusters Score -899602.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -899606.687500 Penalty: 4199.503906
	Iteration 32Q: 3 clusters Score -899606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -899609.437500 Penalty: 4199.503906
	Iteration 33Q: 3 clusters Score -899609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -899609.625000 Penalty: 4199.503906
	Iteration 34Q: 3 clusters Score -899609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -899610.750000 Penalty: 4199.503906
	Iteration 35Q: 3 clusters Score -899610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -899611.562500 Penalty: 4199.503906
	Iteration 36Q: 3 clusters Score -899611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -899612.000000 Penalty: 4199.503906
	Iteration 37Q: 3 clusters Score -899612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -899611.812500 Penalty: 4199.503906
	Iteration 38Q: 3 clusters Score -899611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -899612.500000 Penalty: 4199.503906
	Iteration 39Q: 3 clusters Score -899612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -899615.500000 Penalty: 4199.503906
	Iteration 40F: 3 clusters Score -899615.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -899617.562500 Penalty: 4199.503906
	Iteration 41Q: 3 clusters Score -899617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -899620.687500 Penalty: 4199.503906
	Iteration 42Q: 3 clusters Score -899620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -899621.250000 Penalty: 4199.503906
	Iteration 43Q: 3 clusters Score -899621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -899622.375000 Penalty: 4199.503906
	Iteration 44Q: 3 clusters Score -899622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -899623.250000 Penalty: 4199.503906
	Iteration 45Q: 3 clusters Score -899623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -899626.687500 Penalty: 4199.503906
	Iteration 46Q: 3 clusters Score -899626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -899628.000000 Penalty: 4199.503906
	Iteration 47Q: 3 clusters Score -899628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -899631.937500 Penalty: 4199.503906
	Iteration 48Q: 3 clusters Score -899631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -899636.187500 Penalty: 4199.503906
	Iteration 49Q: 3 clusters Score -899636.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -899641.062500 Penalty: 4199.503906
	Iteration 50Q: 3 clusters Score -899641.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -899647.062500 Penalty: 4199.503906
	Iteration 51Q: 3 clusters Score -899647.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -899650.562500 Penalty: 4199.503906
	Iteration 52Q: 3 clusters Score -899650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -899650.125000 Penalty: 4199.503906
	Iteration 53Q: 3 clusters Score -899650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -899651.812500 Penalty: 4199.503906
	Iteration 54Q: 3 clusters Score -899651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -899650.875000 Penalty: 4199.503906
	Iteration 55Q: 3 clusters Score -899650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -899650.500000 Penalty: 4199.503906
	Iteration 56Q: 3 clusters Score -899650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -899652.625000 Penalty: 4199.503906
	Iteration 57Q: 3 clusters Score -899652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -899654.500000 Penalty: 4199.503906
	Iteration 58Q: 3 clusters Score -899654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -899655.437500 Penalty: 4199.503906
	Iteration 59Q: 3 clusters Score -899655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -899654.687500 Penalty: 4199.503906
	Iteration 60F: 3 clusters Score -899654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Entering Unmasked Estep 
Score: -3096746.500000 Penalty: 2379.473145
	Iteration 0F: 2 clusters Score -3096746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3086578.500000 Penalty: 4758.946289
	Iteration 0F: 3 clusters Score -3086578 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3089919.000000 Penalty: 4758.946289
	Iteration 1F: 3 clusters Score -3089919 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3090204.500000 Penalty: 4758.946289
	Iteration 2F: 3 clusters Score -3090204 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3090393.750000 Penalty: 4758.946289
	Iteration 3Q: 3 clusters Score -3090394 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3090536.250000 Penalty: 4758.946289
	Iteration 4Q: 3 clusters Score -3090536 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3090672.250000 Penalty: 4758.946289
	Iteration 5Q: 3 clusters Score -3090672 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3090764.500000 Penalty: 4758.946289
	Iteration 6Q: 3 clusters Score -3090764 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3090854.250000 Penalty: 4758.946289
	Iteration 7Q: 3 clusters Score -3090854 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3090976.000000 Penalty: 4758.946289
	Iteration 8Q: 3 clusters Score -3090976 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3091104.000000 Penalty: 4758.946289
	Iteration 9Q: 3 clusters Score -3091104 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3091289.250000 Penalty: 4758.946289
	Iteration 10Q: 3 clusters Score -3091289 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3091545.250000 Penalty: 4758.946289
	Iteration 11Q: 3 clusters Score -3091545 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3091881.750000 Penalty: 4758.946289
	Iteration 12Q: 3 clusters Score -3091882 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3092321.000000 Penalty: 4758.946289
	Iteration 13Q: 3 clusters Score -3092321 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3092776.250000 Penalty: 4758.946289
	Iteration 14Q: 3 clusters Score -3092776 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3093209.000000 Penalty: 4758.946289
	Iteration 15Q: 3 clusters Score -3093209 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3093554.000000 Penalty: 4758.946289
	Iteration 16Q: 3 clusters Score -3093554 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3093852.250000 Penalty: 4758.946289
	Iteration 17Q: 3 clusters Score -3093852 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3094087.750000 Penalty: 4758.946289
	Iteration 18Q: 3 clusters Score -3094088 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3094277.500000 Penalty: 4758.946289
	Iteration 19Q: 3 clusters Score -3094278 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3094429.750000 Penalty: 4758.946289
	Iteration 20F: 3 clusters Score -3094430 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3094514.500000 Penalty: 4758.946289
	Iteration 21Q: 3 clusters Score -3094514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3094589.250000 Penalty: 4758.946289
	Iteration 22Q: 3 clusters Score -3094589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3094635.250000 Penalty: 4758.946289
	Iteration 23Q: 3 clusters Score -3094635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3094666.750000 Penalty: 4758.946289
	Iteration 24Q: 3 clusters Score -3094667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3094703.250000 Penalty: 4758.946289
	Iteration 25Q: 3 clusters Score -3094703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3094719.000000 Penalty: 4758.946289
	Iteration 26Q: 3 clusters Score -3094719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3094735.750000 Penalty: 4758.946289
	Iteration 27Q: 3 clusters Score -3094736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3094744.250000 Penalty: 4758.946289
	Iteration 28Q: 3 clusters Score -3094744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3094751.250000 Penalty: 4758.946289
	Iteration 29Q: 3 clusters Score -3094751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3094755.750000 Penalty: 4758.946289
	Iteration 30Q: 3 clusters Score -3094756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3094755.000000 Penalty: 4758.946289
	Iteration 31Q: 3 clusters Score -3094755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3094761.000000 Penalty: 4758.946289
	Iteration 32Q: 3 clusters Score -3094761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3094762.000000 Penalty: 4758.946289
	Iteration 33Q: 3 clusters Score -3094762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3094764.250000 Penalty: 4758.946289
	Iteration 34Q: 3 clusters Score -3094764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3094769.250000 Penalty: 4758.946289
	Iteration 35Q: 3 clusters Score -3094769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3094774.000000 Penalty: 4758.946289
	Iteration 36Q: 3 clusters Score -3094774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3094773.000000 Penalty: 4758.946289
	Iteration 37Q: 3 clusters Score -3094773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3094771.500000 Penalty: 4758.946289
	Iteration 38Q: 3 clusters Score -3094772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3094771.500000 Penalty: 4758.946289
	Iteration 39Q: 3 clusters Score -3094772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3094774.000000 Penalty: 4758.946289
	Iteration 40F: 3 clusters Score -3094774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3094776.000000 Penalty: 4758.946289
	Iteration 41Q: 3 clusters Score -3094776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3094778.750000 Penalty: 4758.946289
	Iteration 42Q: 3 clusters Score -3094779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3094776.500000 Penalty: 4758.946289
	Iteration 43Q: 3 clusters Score -3094776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3094785.250000 Penalty: 4758.946289
	Iteration 44Q: 3 clusters Score -3094785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3094793.000000 Penalty: 4758.946289
	Iteration 45Q: 3 clusters Score -3094793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3094801.250000 Penalty: 4758.946289
	Iteration 46Q: 3 clusters Score -3094801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3094806.500000 Penalty: 4758.946289
	Iteration 47Q: 3 clusters Score -3094806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3094805.750000 Penalty: 4758.946289
	Iteration 48Q: 3 clusters Score -3094806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3094805.750000 Penalty: 4758.946289
	Iteration 49Q: 3 clusters Score -3094806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3094808.250000 Penalty: 4758.946289
	Iteration 50Q: 3 clusters Score -3094808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3094812.500000 Penalty: 4758.946289
	Iteration 51Q: 3 clusters Score -3094812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3094812.750000 Penalty: 4758.946289
	Iteration 52Q: 3 clusters Score -3094813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3094811.250000 Penalty: 4758.946289
	Iteration 53Q: 3 clusters Score -3094811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3094811.250000 Penalty: 4758.946289
	Iteration 54F: 3 clusters Score -3094811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (31550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Entering Unmasked Estep 
Score: -6154954.000000 Penalty: 2569.113770
	Iteration 0F: 2 clusters Score -6154954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -6135186.500000 Penalty: 5138.227539
	Iteration 0F: 3 clusters Score -6135186 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -6142894.000000 Penalty: 5138.227539
	Iteration 1F: 3 clusters Score -6142894 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -6143293.500000 Penalty: 5138.227539
	Iteration 2Q: 3 clusters Score -6143294 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -6143654.000000 Penalty: 5138.227539
	Iteration 3Q: 3 clusters Score -6143654 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -6143990.000000 Penalty: 5138.227539
	Iteration 4Q: 3 clusters Score -6143990 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6144332.500000 Penalty: 5138.227539
	Iteration 5Q: 3 clusters Score -6144332 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -6144744.500000 Penalty: 5138.227539
	Iteration 6Q: 3 clusters Score -6144744 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -6145235.000000 Penalty: 5138.227539
	Iteration 7Q: 3 clusters Score -6145235 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -6145832.000000 Penalty: 5138.227539
	Iteration 8Q: 3 clusters Score -6145832 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -6146630.500000 Penalty: 5138.227539
	Iteration 9Q: 3 clusters Score -6146630 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -6147546.000000 Penalty: 5138.227539
	Iteration 10Q: 3 clusters Score -6147546 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -6148665.000000 Penalty: 5138.227539
	Iteration 11Q: 3 clusters Score -6148665 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -6149698.500000 Penalty: 5138.227539
	Iteration 12Q: 3 clusters Score -6149698 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -6150609.000000 Penalty: 5138.227539
	Iteration 13Q: 3 clusters Score -6150609 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -6151338.500000 Penalty: 5138.227539
	Iteration 14Q: 3 clusters Score -6151338 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -6151876.000000 Penalty: 5138.227539
	Iteration 15Q: 3 clusters Score -6151876 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -6152265.000000 Penalty: 5138.227539
	Iteration 16Q: 3 clusters Score -6152265 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -6152519.500000 Penalty: 5138.227539
	Iteration 17Q: 3 clusters Score -6152520 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -6152759.500000 Penalty: 5138.227539
	Iteration 18Q: 3 clusters Score -6152760 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6152904.500000 Penalty: 5138.227539
	Iteration 19Q: 3 clusters Score -6152904 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -6153019.000000 Penalty: 5138.227539
	Iteration 20F: 3 clusters Score -6153019 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6153138.500000 Penalty: 5138.227539
	Iteration 21Q: 3 clusters Score -6153138 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -6153213.000000 Penalty: 5138.227539
	Iteration 22Q: 3 clusters Score -6153213 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -6153287.500000 Penalty: 5138.227539
	Iteration 23Q: 3 clusters Score -6153288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -6153350.000000 Penalty: 5138.227539
	Iteration 24Q: 3 clusters Score -6153350 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -6153387.500000 Penalty: 5138.227539
	Iteration 25Q: 3 clusters Score -6153388 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -6153428.000000 Penalty: 5138.227539
	Iteration 26Q: 3 clusters Score -6153428 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -6153459.000000 Penalty: 5138.227539
	Iteration 27Q: 3 clusters Score -6153459 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -6153493.500000 Penalty: 5138.227539
	Iteration 28Q: 3 clusters Score -6153494 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -6153546.500000 Penalty: 5138.227539
	Iteration 29Q: 3 clusters Score -6153546 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -6153572.000000 Penalty: 5138.227539
	Iteration 30Q: 3 clusters Score -6153572 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -6153551.500000 Penalty: 5138.227539
	Iteration 31Q: 3 clusters Score -6153552 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -6153560.000000 Penalty: 5138.227539
	Iteration 32Q: 3 clusters Score -6153560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -6153565.000000 Penalty: 5138.227539
	Iteration 33Q: 3 clusters Score -6153565 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -6153544.500000 Penalty: 5138.227539
	Iteration 34Q: 3 clusters Score -6153544 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -6153552.500000 Penalty: 5138.227539
	Iteration 35Q: 3 clusters Score -6153552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -6153546.000000 Penalty: 5138.227539
	Iteration 36Q: 3 clusters Score -6153546 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -6153547.000000 Penalty: 5138.227539
	Iteration 37Q: 3 clusters Score -6153547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -6153571.000000 Penalty: 5138.227539
	Iteration 38Q: 3 clusters Score -6153571 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -6153564.500000 Penalty: 5138.227539
	Iteration 39Q: 3 clusters Score -6153564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6153574.500000 Penalty: 5138.227539
	Iteration 40F: 3 clusters Score -6153574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -6153586.500000 Penalty: 5138.227539
	Iteration 41Q: 3 clusters Score -6153586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -6153582.000000 Penalty: 5138.227539
	Iteration 42Q: 3 clusters Score -6153582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -6153565.500000 Penalty: 5138.227539
	Iteration 43Q: 3 clusters Score -6153566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -6153559.000000 Penalty: 5138.227539
	Iteration 44Q: 3 clusters Score -6153559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -6153548.000000 Penalty: 5138.227539
	Iteration 45Q: 3 clusters Score -6153548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6153550.500000 Penalty: 5138.227539
	Iteration 46Q: 3 clusters Score -6153550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -6153549.000000 Penalty: 5138.227539
	Iteration 47Q: 3 clusters Score -6153549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -6153539.000000 Penalty: 5138.227539
	Iteration 48Q: 3 clusters Score -6153539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -6153544.500000 Penalty: 5138.227539
	Iteration 49Q: 3 clusters Score -6153544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -6153534.000000 Penalty: 5138.227539
	Iteration 50Q: 3 clusters Score -6153534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6153529.000000 Penalty: 5138.227539
	Iteration 51Q: 3 clusters Score -6153529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -6153531.500000 Penalty: 5138.227539
	Iteration 52Q: 3 clusters Score -6153532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -6153531.000000 Penalty: 5138.227539
	Iteration 53Q: 3 clusters Score -6153531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -6153533.500000 Penalty: 5138.227539
	Iteration 54Q: 3 clusters Score -6153534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6153545.000000 Penalty: 5138.227539
	Iteration 55Q: 3 clusters Score -6153545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -6153546.500000 Penalty: 5138.227539
	Iteration 56Q: 3 clusters Score -6153546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -6153536.000000 Penalty: 5138.227539
	Iteration 57Q: 3 clusters Score -6153536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6153539.500000 Penalty: 5138.227539
	Iteration 58Q: 3 clusters Score -6153540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -6153545.500000 Penalty: 5138.227539
	Iteration 59Q: 3 clusters Score -6153546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -6153539.000000 Penalty: 5138.227539
	Iteration 60F: 3 clusters Score -6153539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -6153538.500000 Penalty: 5138.227539
	Iteration 61Q: 3 clusters Score -6153538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -6153535.000000 Penalty: 5138.227539
	Iteration 62Q: 3 clusters Score -6153535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -6153536.500000 Penalty: 5138.227539
	Iteration 63Q: 3 clusters Score -6153536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -6153531.500000 Penalty: 5138.227539
	Iteration 64Q: 3 clusters Score -6153532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -6153536.000000 Penalty: 5138.227539
	Iteration 65Q: 3 clusters Score -6153536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -6153539.000000 Penalty: 5138.227539
	Iteration 66Q: 3 clusters Score -6153539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6153539.000000 Penalty: 5138.227539
	Iteration 67Q: 3 clusters Score -6153539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -6153536.500000 Penalty: 5138.227539
	Iteration 68Q: 3 clusters Score -6153536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -6153536.500000 Penalty: 5138.227539
	Iteration 69F: 3 clusters Score -6153536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -88776.835938 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -88776.84 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 291 members 
Entering Unmasked Estep 
Score: -87240.914062 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -87240.91 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87509.257812 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -87509.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87589.679688 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -87589.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87622.242188 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -87622.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -87648.289062 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -87648.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -87668.585938 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -87668.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87684.554688 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -87684.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87700.929688 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -87700.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87724.562500 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -87724.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87736.156250 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -87736.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87745.671875 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -87745.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87760.320312 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -87760.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87770.500000 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -87770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -87770.789062 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -87770.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -87770.789062 Penalty: 3151.767578
	Iteration 14F: 3 clusters Score -87770.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -118479.523438 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -118479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -116928.234375 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -116928.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -117231.882812 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -117231.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -117403.625000 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -117403.6 nChanged 32
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: -117520.781250 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -117520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -117550.765625 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -117550.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -117597.015625 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -117597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -117622.289062 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -117622.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -117642.367188 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -117642.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -117654.914062 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -117654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117665.507812 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -117665.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117667.335938 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -117667.3 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: -117672.453125 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -117672.5 nChanged 0
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: -117672.453125 Penalty: 3250.043945
	Iteration 12F: 3 clusters Score -117672.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (18343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Entering Unmasked Estep 
Score: -3866459.000000 Penalty: 2434.616699
	Iteration 0F: 2 clusters Score -3866459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3854920.250000 Penalty: 4869.233398
	Iteration 0F: 3 clusters Score -3854920 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3859347.500000 Penalty: 4869.233398
	Iteration 1F: 3 clusters Score -3859348 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3859655.250000 Penalty: 4869.233398
	Iteration 2F: 3 clusters Score -3859655 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3859893.250000 Penalty: 4869.233398
	Iteration 3Q: 3 clusters Score -3859893 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3860097.250000 Penalty: 4869.233398
	Iteration 4Q: 3 clusters Score -3860097 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3860281.750000 Penalty: 4869.233398
	Iteration 5Q: 3 clusters Score -3860282 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3860462.250000 Penalty: 4869.233398
	Iteration 6Q: 3 clusters Score -3860462 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -3860662.750000 Penalty: 4869.233398
	Iteration 7Q: 3 clusters Score -3860663 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3860896.000000 Penalty: 4869.233398
	Iteration 8Q: 3 clusters Score -3860896 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3861200.250000 Penalty: 4869.233398
	Iteration 9Q: 3 clusters Score -3861200 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3861491.750000 Penalty: 4869.233398
	Iteration 10Q: 3 clusters Score -3861492 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3861727.000000 Penalty: 4869.233398
	Iteration 11Q: 3 clusters Score -3861727 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3862332.750000 Penalty: 4869.233398
	Iteration 12Q: 3 clusters Score -3862333 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3862822.500000 Penalty: 4869.233398
	Iteration 13F: 3 clusters Score -3862822 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3863276.750000 Penalty: 4869.233398
	Iteration 14F: 3 clusters Score -3863277 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3863661.500000 Penalty: 4869.233398
	Iteration 15Q: 3 clusters Score -3863662 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3863955.500000 Penalty: 4869.233398
	Iteration 16Q: 3 clusters Score -3863956 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3864136.500000 Penalty: 4869.233398
	Iteration 17Q: 3 clusters Score -3864136 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3864227.500000 Penalty: 4869.233398
	Iteration 18Q: 3 clusters Score -3864228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3864274.750000 Penalty: 4869.233398
	Iteration 19Q: 3 clusters Score -3864275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3864304.000000 Penalty: 4869.233398
	Iteration 20F: 3 clusters Score -3864304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3864332.250000 Penalty: 4869.233398
	Iteration 21Q: 3 clusters Score -3864332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3864364.000000 Penalty: 4869.233398
	Iteration 22Q: 3 clusters Score -3864364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3864381.500000 Penalty: 4869.233398
	Iteration 23Q: 3 clusters Score -3864382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3864395.250000 Penalty: 4869.233398
	Iteration 24Q: 3 clusters Score -3864395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3864413.500000 Penalty: 4869.233398
	Iteration 25Q: 3 clusters Score -3864414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3864430.250000 Penalty: 4869.233398
	Iteration 26Q: 3 clusters Score -3864430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3864435.250000 Penalty: 4869.233398
	Iteration 27Q: 3 clusters Score -3864435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3864441.250000 Penalty: 4869.233398
	Iteration 28Q: 3 clusters Score -3864441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3864443.750000 Penalty: 4869.233398
	Iteration 29Q: 3 clusters Score -3864444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3864445.750000 Penalty: 4869.233398
	Iteration 30Q: 3 clusters Score -3864446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3864442.750000 Penalty: 4869.233398
	Iteration 31Q: 3 clusters Score -3864443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3864444.250000 Penalty: 4869.233398
	Iteration 32Q: 3 clusters Score -3864444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3864445.250000 Penalty: 4869.233398
	Iteration 33Q: 3 clusters Score -3864445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3864445.250000 Penalty: 4869.233398
	Iteration 34F: 3 clusters Score -3864445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (29569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Entering Unmasked Estep 
Score: -5736099.000000 Penalty: 2553.031494
	Iteration 0F: 2 clusters Score -5736099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5716643.500000 Penalty: 5106.062988
	Iteration 0F: 3 clusters Score -5716644 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -5723701.000000 Penalty: 5106.062988
	Iteration 1F: 3 clusters Score -5723701 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -5724157.500000 Penalty: 5106.062988
	Iteration 2Q: 3 clusters Score -5724158 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -5724498.000000 Penalty: 5106.062988
	Iteration 3Q: 3 clusters Score -5724498 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -5724776.500000 Penalty: 5106.062988
	Iteration 4Q: 3 clusters Score -5724776 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -5725042.000000 Penalty: 5106.062988
	Iteration 5Q: 3 clusters Score -5725042 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5725223.000000 Penalty: 5106.062988
	Iteration 6Q: 3 clusters Score -5725223 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5725426.500000 Penalty: 5106.062988
	Iteration 7Q: 3 clusters Score -5725426 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5725568.500000 Penalty: 5106.062988
	Iteration 8Q: 3 clusters Score -5725568 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5725768.500000 Penalty: 5106.062988
	Iteration 9Q: 3 clusters Score -5725768 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5725997.000000 Penalty: 5106.062988
	Iteration 10Q: 3 clusters Score -5725997 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -5726333.500000 Penalty: 5106.062988
	Iteration 11Q: 3 clusters Score -5726334 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5726718.500000 Penalty: 5106.062988
	Iteration 12Q: 3 clusters Score -5726718 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -5727300.500000 Penalty: 5106.062988
	Iteration 13Q: 3 clusters Score -5727300 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -5728009.000000 Penalty: 5106.062988
	Iteration 14Q: 3 clusters Score -5728009 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5728683.500000 Penalty: 5106.062988
	Iteration 15Q: 3 clusters Score -5728684 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5729222.500000 Penalty: 5106.062988
	Iteration 16Q: 3 clusters Score -5729222 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -5729481.500000 Penalty: 5106.062988
	Iteration 17Q: 3 clusters Score -5729482 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5729621.000000 Penalty: 5106.062988
	Iteration 18Q: 3 clusters Score -5729621 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -5729725.500000 Penalty: 5106.062988
	Iteration 19Q: 3 clusters Score -5729726 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -5729810.000000 Penalty: 5106.062988
	Iteration 20F: 3 clusters Score -5729810 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -5729890.000000 Penalty: 5106.062988
	Iteration 21Q: 3 clusters Score -5729890 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -5729960.000000 Penalty: 5106.062988
	Iteration 22Q: 3 clusters Score -5729960 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -5730033.500000 Penalty: 5106.062988
	Iteration 23Q: 3 clusters Score -5730034 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -5730161.500000 Penalty: 5106.062988
	Iteration 24Q: 3 clusters Score -5730162 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -5730286.000000 Penalty: 5106.062988
	Iteration 25Q: 3 clusters Score -5730286 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -5730439.500000 Penalty: 5106.062988
	Iteration 26Q: 3 clusters Score -5730440 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5730581.500000 Penalty: 5106.062988
	Iteration 27Q: 3 clusters Score -5730582 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -5730773.000000 Penalty: 5106.062988
	Iteration 28Q: 3 clusters Score -5730773 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -5730978.000000 Penalty: 5106.062988
	Iteration 29Q: 3 clusters Score -5730978 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -5731261.000000 Penalty: 5106.062988
	Iteration 30Q: 3 clusters Score -5731261 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -5731635.500000 Penalty: 5106.062988
	Iteration 31Q: 3 clusters Score -5731636 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -5731979.500000 Penalty: 5106.062988
	Iteration 32Q: 3 clusters Score -5731980 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -5732314.500000 Penalty: 5106.062988
	Iteration 33Q: 3 clusters Score -5732314 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -5732626.000000 Penalty: 5106.062988
	Iteration 34Q: 3 clusters Score -5732626 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -5732856.000000 Penalty: 5106.062988
	Iteration 35Q: 3 clusters Score -5732856 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -5733038.000000 Penalty: 5106.062988
	Iteration 36Q: 3 clusters Score -5733038 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5733143.000000 Penalty: 5106.062988
	Iteration 37Q: 3 clusters Score -5733143 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -5733236.000000 Penalty: 5106.062988
	Iteration 38Q: 3 clusters Score -5733236 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5733316.000000 Penalty: 5106.062988
	Iteration 39Q: 3 clusters Score -5733316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5733369.500000 Penalty: 5106.062988
	Iteration 40F: 3 clusters Score -5733370 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -5733405.000000 Penalty: 5106.062988
	Iteration 41Q: 3 clusters Score -5733405 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5733436.000000 Penalty: 5106.062988
	Iteration 42Q: 3 clusters Score -5733436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -5733436.000000 Penalty: 5106.062988
	Iteration 43Q: 3 clusters Score -5733436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -5733510.000000 Penalty: 5106.062988
	Iteration 44Q: 3 clusters Score -5733510 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5733492.500000 Penalty: 5106.062988
	Iteration 45Q: 3 clusters Score -5733492 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5733505.000000 Penalty: 5106.062988
	Iteration 46Q: 3 clusters Score -5733505 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5733521.000000 Penalty: 5106.062988
	Iteration 47Q: 3 clusters Score -5733521 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5733526.500000 Penalty: 5106.062988
	Iteration 48Q: 3 clusters Score -5733526 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5733565.000000 Penalty: 5106.062988
	Iteration 49Q: 3 clusters Score -5733565 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5733581.500000 Penalty: 5106.062988
	Iteration 50Q: 3 clusters Score -5733582 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5733573.500000 Penalty: 5106.062988
	Iteration 51Q: 3 clusters Score -5733574 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5733597.500000 Penalty: 5106.062988
	Iteration 52Q: 3 clusters Score -5733598 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5733638.000000 Penalty: 5106.062988
	Iteration 53Q: 3 clusters Score -5733638 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5733688.500000 Penalty: 5106.062988
	Iteration 54Q: 3 clusters Score -5733688 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5733729.000000 Penalty: 5106.062988
	Iteration 55Q: 3 clusters Score -5733729 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5733741.500000 Penalty: 5106.062988
	Iteration 56Q: 3 clusters Score -5733742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5733766.000000 Penalty: 5106.062988
	Iteration 57Q: 3 clusters Score -5733766 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5733802.000000 Penalty: 5106.062988
	Iteration 58Q: 3 clusters Score -5733802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5733854.500000 Penalty: 5106.062988
	Iteration 59Q: 3 clusters Score -5733854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5733912.500000 Penalty: 5106.062988
	Iteration 60F: 3 clusters Score -5733912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5733930.500000 Penalty: 5106.062988
	Iteration 61Q: 3 clusters Score -5733930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5733952.000000 Penalty: 5106.062988
	Iteration 62Q: 3 clusters Score -5733952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5733964.000000 Penalty: 5106.062988
	Iteration 63Q: 3 clusters Score -5733964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5733979.500000 Penalty: 5106.062988
	Iteration 64Q: 3 clusters Score -5733980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5733983.500000 Penalty: 5106.062988
	Iteration 65Q: 3 clusters Score -5733984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5733979.000000 Penalty: 5106.062988
	Iteration 66Q: 3 clusters Score -5733979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5734006.500000 Penalty: 5106.062988
	Iteration 67Q: 3 clusters Score -5734006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5734013.500000 Penalty: 5106.062988
	Iteration 68Q: 3 clusters Score -5734014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5734000.500000 Penalty: 5106.062988
	Iteration 69Q: 3 clusters Score -5734000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5734016.500000 Penalty: 5106.062988
	Iteration 70Q: 3 clusters Score -5734016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5734027.000000 Penalty: 5106.062988
	Iteration 71Q: 3 clusters Score -5734027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5734038.500000 Penalty: 5106.062988
	Iteration 72Q: 3 clusters Score -5734038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5734045.500000 Penalty: 5106.062988
	Iteration 73Q: 3 clusters Score -5734046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5734054.000000 Penalty: 5106.062988
	Iteration 74Q: 3 clusters Score -5734054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5734056.000000 Penalty: 5106.062988
	Iteration 75Q: 3 clusters Score -5734056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5734062.000000 Penalty: 5106.062988
	Iteration 76Q: 3 clusters Score -5734062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5734084.000000 Penalty: 5106.062988
	Iteration 77Q: 3 clusters Score -5734084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5734086.500000 Penalty: 5106.062988
	Iteration 78Q: 3 clusters Score -5734086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5734101.500000 Penalty: 5106.062988
	Iteration 79Q: 3 clusters Score -5734102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5734117.000000 Penalty: 5106.062988
	Iteration 80F: 3 clusters Score -5734117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5734122.500000 Penalty: 5106.062988
	Iteration 81Q: 3 clusters Score -5734122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5734129.000000 Penalty: 5106.062988
	Iteration 82Q: 3 clusters Score -5734129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5734124.000000 Penalty: 5106.062988
	Iteration 83Q: 3 clusters Score -5734124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5734129.500000 Penalty: 5106.062988
	Iteration 84Q: 3 clusters Score -5734130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5734131.500000 Penalty: 5106.062988
	Iteration 85Q: 3 clusters Score -5734132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5734130.000000 Penalty: 5106.062988
	Iteration 86Q: 3 clusters Score -5734130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5734123.500000 Penalty: 5106.062988
	Iteration 87Q: 3 clusters Score -5734124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5734126.500000 Penalty: 5106.062988
	Iteration 88Q: 3 clusters Score -5734126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5734128.000000 Penalty: 5106.062988
	Iteration 89Q: 3 clusters Score -5734128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5734128.000000 Penalty: 5106.062988
	Iteration 90F: 3 clusters Score -5734128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (29067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Entering Unmasked Estep 
Score: -5642279.000000 Penalty: 2548.785156
	Iteration 0F: 2 clusters Score -5642279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -5623228.000000 Penalty: 5097.570312
	Iteration 0F: 3 clusters Score -5623228 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -5630077.000000 Penalty: 5097.570312
	Iteration 1F: 3 clusters Score -5630077 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5630462.000000 Penalty: 5097.570312
	Iteration 2Q: 3 clusters Score -5630462 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -5630851.500000 Penalty: 5097.570312
	Iteration 3Q: 3 clusters Score -5630852 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -5631152.500000 Penalty: 5097.570312
	Iteration 4Q: 3 clusters Score -5631152 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -5631498.500000 Penalty: 5097.570312
	Iteration 5Q: 3 clusters Score -5631498 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -5631852.000000 Penalty: 5097.570312
	Iteration 6Q: 3 clusters Score -5631852 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5632389.000000 Penalty: 5097.570312
	Iteration 7Q: 3 clusters Score -5632389 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -5632944.500000 Penalty: 5097.570312
	Iteration 8Q: 3 clusters Score -5632944 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -5633745.500000 Penalty: 5097.570312
	Iteration 9Q: 3 clusters Score -5633746 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5634710.500000 Penalty: 5097.570312
	Iteration 10F: 3 clusters Score -5634710 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5635908.500000 Penalty: 5097.570312
	Iteration 11F: 3 clusters Score -5635908 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -5637119.500000 Penalty: 5097.570312
	Iteration 12F: 3 clusters Score -5637120 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5638065.500000 Penalty: 5097.570312
	Iteration 13Q: 3 clusters Score -5638066 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -5638713.000000 Penalty: 5097.570312
	Iteration 14Q: 3 clusters Score -5638713 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -5639164.000000 Penalty: 5097.570312
	Iteration 15Q: 3 clusters Score -5639164 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -5639498.000000 Penalty: 5097.570312
	Iteration 16Q: 3 clusters Score -5639498 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5639715.500000 Penalty: 5097.570312
	Iteration 17Q: 3 clusters Score -5639716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5639847.500000 Penalty: 5097.570312
	Iteration 18Q: 3 clusters Score -5639848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -5639947.500000 Penalty: 5097.570312
	Iteration 19Q: 3 clusters Score -5639948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -5640006.500000 Penalty: 5097.570312
	Iteration 20F: 3 clusters Score -5640006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -5640042.000000 Penalty: 5097.570312
	Iteration 21Q: 3 clusters Score -5640042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -5640057.000000 Penalty: 5097.570312
	Iteration 22Q: 3 clusters Score -5640057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -5640062.000000 Penalty: 5097.570312
	Iteration 23Q: 3 clusters Score -5640062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5640080.500000 Penalty: 5097.570312
	Iteration 24Q: 3 clusters Score -5640080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -5640101.000000 Penalty: 5097.570312
	Iteration 25Q: 3 clusters Score -5640101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -5640112.000000 Penalty: 5097.570312
	Iteration 26Q: 3 clusters Score -5640112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5640121.500000 Penalty: 5097.570312
	Iteration 27Q: 3 clusters Score -5640122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5640122.500000 Penalty: 5097.570312
	Iteration 28Q: 3 clusters Score -5640122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -5640130.000000 Penalty: 5097.570312
	Iteration 29Q: 3 clusters Score -5640130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -5640128.500000 Penalty: 5097.570312
	Iteration 30Q: 3 clusters Score -5640128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5640138.500000 Penalty: 5097.570312
	Iteration 31Q: 3 clusters Score -5640138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -5640138.500000 Penalty: 5097.570312
	Iteration 32Q: 3 clusters Score -5640138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5640145.000000 Penalty: 5097.570312
	Iteration 33Q: 3 clusters Score -5640145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5640145.000000 Penalty: 5097.570312
	Iteration 34Q: 3 clusters Score -5640145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5640148.000000 Penalty: 5097.570312
	Iteration 35Q: 3 clusters Score -5640148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -5640156.500000 Penalty: 5097.570312
	Iteration 36Q: 3 clusters Score -5640156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5640158.000000 Penalty: 5097.570312
	Iteration 37Q: 3 clusters Score -5640158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5640158.000000 Penalty: 5097.570312
	Iteration 38F: 3 clusters Score -5640158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -24215.677734 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -24215.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23183.062500 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -23183.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23386.865234 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -23386.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23558.171875 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -23558.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23674.070312 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -23674.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23730.457031 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -23730.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23764.798828 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -23764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23782.582031 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -23782.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23804.460938 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -23804.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23845.332031 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -23845.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23908.464844 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -23908.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23993.744141 Penalty: 2748.466797
	Iteration 10Q: 3 clusters Score -23993.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24057.505859 Penalty: 2748.466797
	Iteration 11Q: 3 clusters Score -24057.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24065.898438 Penalty: 2748.466797
	Iteration 12Q: 3 clusters Score -24065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24107.994141 Penalty: 2748.466797
	Iteration 13Q: 3 clusters Score -24107.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24113.783203 Penalty: 2748.466797
	Iteration 14Q: 3 clusters Score -24113.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24120.150391 Penalty: 2748.466797
	Iteration 15F: 3 clusters Score -24120.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24236.578125 Penalty: 2748.466797
	Iteration 16Q: 3 clusters Score -24236.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24278.355469 Penalty: 2748.466797
	Iteration 17Q: 3 clusters Score -24278.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24283.058594 Penalty: 2748.466797
	Iteration 18Q: 3 clusters Score -24283.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24283.058594 Penalty: 2748.466797
	Iteration 19F: 3 clusters Score -24283.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19538 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16777 members 
Mstep: Class 28 contains 25834 members 
Mstep: Class 29 contains 27849 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24382 members 
Mstep: Class 33 contains 9268 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2905 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12668 members 
Mstep: Class 42 contains 28649 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58857 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14745 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19610 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28773 members 
Mstep: Class 56 contains 20751 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 31781 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14686 members 
Mstep: Class 63 contains 31550 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18343 members 
Mstep: Class 67 contains 29569 members 
Mstep: Class 68 contains 29067 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 28357 members 
Mstep: Class 71 contains 18170 members 
Mstep: Class 72 contains 34915 members 
Mstep: Class 73 contains 109 members 
Entering Unmasked Estep 
Score: -161374800.000000 Penalty: 246934.062500
Splitting cluster 69 changes total score from -161376416.000000 to -161374800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (28357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Entering Unmasked Estep 
Score: -5519594.500000 Penalty: 2542.652100
	Iteration 0F: 2 clusters Score -5519594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5500655.500000 Penalty: 5085.304199
	Iteration 0F: 3 clusters Score -5500656 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -5507701.000000 Penalty: 5085.304199
	Iteration 1F: 3 clusters Score -5507701 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5508037.000000 Penalty: 5085.304199
	Iteration 2Q: 3 clusters Score -5508037 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -5508348.500000 Penalty: 5085.304199
	Iteration 3Q: 3 clusters Score -5508348 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -5508558.500000 Penalty: 5085.304199
	Iteration 4Q: 3 clusters Score -5508558 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5508757.000000 Penalty: 5085.304199
	Iteration 5Q: 3 clusters Score -5508757 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5508930.000000 Penalty: 5085.304199
	Iteration 6Q: 3 clusters Score -5508930 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -5509078.500000 Penalty: 5085.304199
	Iteration 7Q: 3 clusters Score -5509078 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5509215.500000 Penalty: 5085.304199
	Iteration 8Q: 3 clusters Score -5509216 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5509289.500000 Penalty: 5085.304199
	Iteration 9Q: 3 clusters Score -5509290 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5509374.000000 Penalty: 5085.304199
	Iteration 10Q: 3 clusters Score -5509374 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5509474.500000 Penalty: 5085.304199
	Iteration 11Q: 3 clusters Score -5509474 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -5509555.500000 Penalty: 5085.304199
	Iteration 12Q: 3 clusters Score -5509556 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -5509676.500000 Penalty: 5085.304199
	Iteration 13Q: 3 clusters Score -5509676 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -5509796.000000 Penalty: 5085.304199
	Iteration 14Q: 3 clusters Score -5509796 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5509920.500000 Penalty: 5085.304199
	Iteration 15Q: 3 clusters Score -5509920 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5510036.000000 Penalty: 5085.304199
	Iteration 16Q: 3 clusters Score -5510036 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5510200.000000 Penalty: 5085.304199
	Iteration 17Q: 3 clusters Score -5510200 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -5510391.000000 Penalty: 5085.304199
	Iteration 18Q: 3 clusters Score -5510391 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -5510593.500000 Penalty: 5085.304199
	Iteration 19Q: 3 clusters Score -5510594 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -5510821.000000 Penalty: 5085.304199
	Iteration 20F: 3 clusters Score -5510821 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -5511108.000000 Penalty: 5085.304199
	Iteration 21Q: 3 clusters Score -5511108 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5511448.500000 Penalty: 5085.304199
	Iteration 22Q: 3 clusters Score -5511448 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -5511903.500000 Penalty: 5085.304199
	Iteration 23Q: 3 clusters Score -5511904 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -5512346.500000 Penalty: 5085.304199
	Iteration 24Q: 3 clusters Score -5512346 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5512802.500000 Penalty: 5085.304199
	Iteration 25Q: 3 clusters Score -5512802 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -5513142.500000 Penalty: 5085.304199
	Iteration 26Q: 3 clusters Score -5513142 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -5513342.500000 Penalty: 5085.304199
	Iteration 27Q: 3 clusters Score -5513342 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -5513481.500000 Penalty: 5085.304199
	Iteration 28Q: 3 clusters Score -5513482 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -5513569.000000 Penalty: 5085.304199
	Iteration 29Q: 3 clusters Score -5513569 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5513665.000000 Penalty: 5085.304199
	Iteration 30Q: 3 clusters Score -5513665 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5513780.500000 Penalty: 5085.304199
	Iteration 31Q: 3 clusters Score -5513780 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -5513895.500000 Penalty: 5085.304199
	Iteration 32Q: 3 clusters Score -5513896 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -5514082.000000 Penalty: 5085.304199
	Iteration 33Q: 3 clusters Score -5514082 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -5514307.000000 Penalty: 5085.304199
	Iteration 34Q: 3 clusters Score -5514307 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -5514499.000000 Penalty: 5085.304199
	Iteration 35Q: 3 clusters Score -5514499 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -5514750.500000 Penalty: 5085.304199
	Iteration 36Q: 3 clusters Score -5514750 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -5514994.500000 Penalty: 5085.304199
	Iteration 37Q: 3 clusters Score -5514994 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -5515237.500000 Penalty: 5085.304199
	Iteration 38Q: 3 clusters Score -5515238 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -5515510.000000 Penalty: 5085.304199
	Iteration 39Q: 3 clusters Score -5515510 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5515801.000000 Penalty: 5085.304199
	Iteration 40F: 3 clusters Score -5515801 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -5516074.000000 Penalty: 5085.304199
	Iteration 41Q: 3 clusters Score -5516074 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5516253.500000 Penalty: 5085.304199
	Iteration 42Q: 3 clusters Score -5516254 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -5516431.500000 Penalty: 5085.304199
	Iteration 43Q: 3 clusters Score -5516432 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -5516576.500000 Penalty: 5085.304199
	Iteration 44Q: 3 clusters Score -5516576 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -5516680.500000 Penalty: 5085.304199
	Iteration 45Q: 3 clusters Score -5516680 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -5516766.500000 Penalty: 5085.304199
	Iteration 46Q: 3 clusters Score -5516766 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -5516855.000000 Penalty: 5085.304199
	Iteration 47Q: 3 clusters Score -5516855 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5516932.500000 Penalty: 5085.304199
	Iteration 48Q: 3 clusters Score -5516932 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -5516989.000000 Penalty: 5085.304199
	Iteration 49Q: 3 clusters Score -5516989 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5517025.000000 Penalty: 5085.304199
	Iteration 50Q: 3 clusters Score -5517025 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -5517042.000000 Penalty: 5085.304199
	Iteration 51Q: 3 clusters Score -5517042 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5517038.500000 Penalty: 5085.304199
	Iteration 52Q: 3 clusters Score -5517038 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5517056.000000 Penalty: 5085.304199
	Iteration 53Q: 3 clusters Score -5517056 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5517067.000000 Penalty: 5085.304199
	Iteration 54Q: 3 clusters Score -5517067 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5517071.000000 Penalty: 5085.304199
	Iteration 55Q: 3 clusters Score -5517071 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5517117.500000 Penalty: 5085.304199
	Iteration 56Q: 3 clusters Score -5517118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5517154.500000 Penalty: 5085.304199
	Iteration 57Q: 3 clusters Score -5517154 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5517163.000000 Penalty: 5085.304199
	Iteration 58Q: 3 clusters Score -5517163 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5517137.500000 Penalty: 5085.304199
	Iteration 59Q: 3 clusters Score -5517138 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5517132.000000 Penalty: 5085.304199
	Iteration 60F: 3 clusters Score -5517132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5517140.500000 Penalty: 5085.304199
	Iteration 61Q: 3 clusters Score -5517140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5517161.500000 Penalty: 5085.304199
	Iteration 62Q: 3 clusters Score -5517162 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5517181.500000 Penalty: 5085.304199
	Iteration 63Q: 3 clusters Score -5517182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5517182.000000 Penalty: 5085.304199
	Iteration 64Q: 3 clusters Score -5517182 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5517195.000000 Penalty: 5085.304199
	Iteration 65Q: 3 clusters Score -5517195 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5517209.500000 Penalty: 5085.304199
	Iteration 66Q: 3 clusters Score -5517210 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5517251.500000 Penalty: 5085.304199
	Iteration 67Q: 3 clusters Score -5517252 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5517250.000000 Penalty: 5085.304199
	Iteration 68Q: 3 clusters Score -5517250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5517261.500000 Penalty: 5085.304199
	Iteration 69Q: 3 clusters Score -5517262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5517313.500000 Penalty: 5085.304199
	Iteration 70Q: 3 clusters Score -5517314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5517345.000000 Penalty: 5085.304199
	Iteration 71Q: 3 clusters Score -5517345 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5517351.500000 Penalty: 5085.304199
	Iteration 72Q: 3 clusters Score -5517352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5517383.000000 Penalty: 5085.304199
	Iteration 73Q: 3 clusters Score -5517383 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5517416.000000 Penalty: 5085.304199
	Iteration 74Q: 3 clusters Score -5517416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5517413.000000 Penalty: 5085.304199
	Iteration 75Q: 3 clusters Score -5517413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5517442.000000 Penalty: 5085.304199
	Iteration 76Q: 3 clusters Score -5517442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5517452.000000 Penalty: 5085.304199
	Iteration 77Q: 3 clusters Score -5517452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5517471.500000 Penalty: 5085.304199
	Iteration 78Q: 3 clusters Score -5517472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5517483.000000 Penalty: 5085.304199
	Iteration 79Q: 3 clusters Score -5517483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5517477.000000 Penalty: 5085.304199
	Iteration 80F: 3 clusters Score -5517477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5517483.000000 Penalty: 5085.304199
	Iteration 81Q: 3 clusters Score -5517483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5517483.500000 Penalty: 5085.304199
	Iteration 82Q: 3 clusters Score -5517484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5517484.500000 Penalty: 5085.304199
	Iteration 83Q: 3 clusters Score -5517484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5517487.000000 Penalty: 5085.304199
	Iteration 84Q: 3 clusters Score -5517487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5517476.000000 Penalty: 5085.304199
	Iteration 85Q: 3 clusters Score -5517476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5517465.500000 Penalty: 5085.304199
	Iteration 86Q: 3 clusters Score -5517466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5517467.000000 Penalty: 5085.304199
	Iteration 87Q: 3 clusters Score -5517467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5517459.500000 Penalty: 5085.304199
	Iteration 88Q: 3 clusters Score -5517460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5517462.500000 Penalty: 5085.304199
	Iteration 89Q: 3 clusters Score -5517462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5517464.000000 Penalty: 5085.304199
	Iteration 90Q: 3 clusters Score -5517464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5517468.000000 Penalty: 5085.304199
	Iteration 91Q: 3 clusters Score -5517468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5517472.500000 Penalty: 5085.304199
	Iteration 92Q: 3 clusters Score -5517472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5517479.500000 Penalty: 5085.304199
	Iteration 93Q: 3 clusters Score -5517480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5517488.500000 Penalty: 5085.304199
	Iteration 94Q: 3 clusters Score -5517488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5517487.000000 Penalty: 5085.304199
	Iteration 95Q: 3 clusters Score -5517487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5517499.500000 Penalty: 5085.304199
	Iteration 96Q: 3 clusters Score -5517500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5517494.500000 Penalty: 5085.304199
	Iteration 97Q: 3 clusters Score -5517494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5517499.500000 Penalty: 5085.304199
	Iteration 98Q: 3 clusters Score -5517500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5517501.000000 Penalty: 5085.304199
	Iteration 99Q: 3 clusters Score -5517501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5517502.500000 Penalty: 5085.304199
	Iteration 100F: 3 clusters Score -5517502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5517509.500000 Penalty: 5085.304199
	Iteration 101Q: 3 clusters Score -5517510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5517493.000000 Penalty: 5085.304199
	Iteration 102Q: 3 clusters Score -5517493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5517495.000000 Penalty: 5085.304199
	Iteration 103Q: 3 clusters Score -5517495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5517496.000000 Penalty: 5085.304199
	Iteration 104Q: 3 clusters Score -5517496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5517502.500000 Penalty: 5085.304199
	Iteration 105Q: 3 clusters Score -5517502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5517505.500000 Penalty: 5085.304199
	Iteration 106Q: 3 clusters Score -5517506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5517503.500000 Penalty: 5085.304199
	Iteration 107Q: 3 clusters Score -5517504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5517501.000000 Penalty: 5085.304199
	Iteration 108Q: 3 clusters Score -5517501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5517505.000000 Penalty: 5085.304199
	Iteration 109Q: 3 clusters Score -5517505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5517504.000000 Penalty: 5085.304199
	Iteration 110Q: 3 clusters Score -5517504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5517504.500000 Penalty: 5085.304199
	Iteration 111Q: 3 clusters Score -5517504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5517501.000000 Penalty: 5085.304199
	Iteration 112Q: 3 clusters Score -5517501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5517501.000000 Penalty: 5085.304199
	Iteration 113F: 3 clusters Score -5517501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (18170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Entering Unmasked Estep 
Score: -3823698.250000 Penalty: 2432.266846
	Iteration 0F: 2 clusters Score -3823698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3812336.500000 Penalty: 4864.533691
	Iteration 0F: 3 clusters Score -3812336 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3816580.500000 Penalty: 4864.533691
	Iteration 1F: 3 clusters Score -3816580 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3816957.500000 Penalty: 4864.533691
	Iteration 2F: 3 clusters Score -3816958 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3817202.750000 Penalty: 4864.533691
	Iteration 3Q: 3 clusters Score -3817203 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3817477.750000 Penalty: 4864.533691
	Iteration 4Q: 3 clusters Score -3817478 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3817701.000000 Penalty: 4864.533691
	Iteration 5Q: 3 clusters Score -3817701 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3817956.750000 Penalty: 4864.533691
	Iteration 6Q: 3 clusters Score -3817957 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3818244.250000 Penalty: 4864.533691
	Iteration 7Q: 3 clusters Score -3818244 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3818532.750000 Penalty: 4864.533691
	Iteration 8Q: 3 clusters Score -3818533 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3818776.750000 Penalty: 4864.533691
	Iteration 9Q: 3 clusters Score -3818777 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3819150.000000 Penalty: 4864.533691
	Iteration 10Q: 3 clusters Score -3819150 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3819671.750000 Penalty: 4864.533691
	Iteration 11F: 3 clusters Score -3819672 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3820245.250000 Penalty: 4864.533691
	Iteration 12F: 3 clusters Score -3820245 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3820692.250000 Penalty: 4864.533691
	Iteration 13Q: 3 clusters Score -3820692 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3821001.250000 Penalty: 4864.533691
	Iteration 14Q: 3 clusters Score -3821001 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3821202.750000 Penalty: 4864.533691
	Iteration 15Q: 3 clusters Score -3821203 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3821333.750000 Penalty: 4864.533691
	Iteration 16Q: 3 clusters Score -3821334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3821392.750000 Penalty: 4864.533691
	Iteration 17Q: 3 clusters Score -3821393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3821439.750000 Penalty: 4864.533691
	Iteration 18Q: 3 clusters Score -3821440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3821483.500000 Penalty: 4864.533691
	Iteration 19Q: 3 clusters Score -3821484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3821505.500000 Penalty: 4864.533691
	Iteration 20F: 3 clusters Score -3821506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3821526.750000 Penalty: 4864.533691
	Iteration 21Q: 3 clusters Score -3821527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3821544.500000 Penalty: 4864.533691
	Iteration 22Q: 3 clusters Score -3821544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3821551.250000 Penalty: 4864.533691
	Iteration 23Q: 3 clusters Score -3821551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3821551.250000 Penalty: 4864.533691
	Iteration 24Q: 3 clusters Score -3821551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3821550.750000 Penalty: 4864.533691
	Iteration 25Q: 3 clusters Score -3821551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3821557.750000 Penalty: 4864.533691
	Iteration 26Q: 3 clusters Score -3821558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3821560.000000 Penalty: 4864.533691
	Iteration 27Q: 3 clusters Score -3821560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3821564.750000 Penalty: 4864.533691
	Iteration 28Q: 3 clusters Score -3821565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3821565.000000 Penalty: 4864.533691
	Iteration 29Q: 3 clusters Score -3821565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3821565.000000 Penalty: 4864.533691
	Iteration 30F: 3 clusters Score -3821565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (34915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Entering Unmasked Estep 
Score: -6700011.000000 Penalty: 2594.246582
	Iteration 0F: 2 clusters Score -6700011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -6677021.000000 Penalty: 5188.493164
	Iteration 0F: 3 clusters Score -6677021 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -6685757.500000 Penalty: 5188.493164
	Iteration 1F: 3 clusters Score -6685758 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -6686137.500000 Penalty: 5188.493164
	Iteration 2Q: 3 clusters Score -6686138 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -6686488.500000 Penalty: 5188.493164
	Iteration 3Q: 3 clusters Score -6686488 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -6686760.500000 Penalty: 5188.493164
	Iteration 4Q: 3 clusters Score -6686760 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -6687023.500000 Penalty: 5188.493164
	Iteration 5Q: 3 clusters Score -6687024 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -6687379.000000 Penalty: 5188.493164
	Iteration 6Q: 3 clusters Score -6687379 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -6687802.500000 Penalty: 5188.493164
	Iteration 7Q: 3 clusters Score -6687802 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -6688399.000000 Penalty: 5188.493164
	Iteration 8Q: 3 clusters Score -6688399 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -6689293.000000 Penalty: 5188.493164
	Iteration 9Q: 3 clusters Score -6689293 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -6690570.000000 Penalty: 5188.493164
	Iteration 10F: 3 clusters Score -6690570 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -6692216.500000 Penalty: 5188.493164
	Iteration 11F: 3 clusters Score -6692216 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -6694029.000000 Penalty: 5188.493164
	Iteration 12F: 3 clusters Score -6694029 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6695598.000000 Penalty: 5188.493164
	Iteration 13F: 3 clusters Score -6695598 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -6696549.500000 Penalty: 5188.493164
	Iteration 14Q: 3 clusters Score -6696550 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -6697139.500000 Penalty: 5188.493164
	Iteration 15Q: 3 clusters Score -6697140 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -6697410.000000 Penalty: 5188.493164
	Iteration 16Q: 3 clusters Score -6697410 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6697541.000000 Penalty: 5188.493164
	Iteration 17Q: 3 clusters Score -6697541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -6697609.500000 Penalty: 5188.493164
	Iteration 18Q: 3 clusters Score -6697610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -6697645.500000 Penalty: 5188.493164
	Iteration 19Q: 3 clusters Score -6697646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -6697676.000000 Penalty: 5188.493164
	Iteration 20F: 3 clusters Score -6697676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -6697695.000000 Penalty: 5188.493164
	Iteration 21Q: 3 clusters Score -6697695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -6697710.500000 Penalty: 5188.493164
	Iteration 22Q: 3 clusters Score -6697710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -6697721.500000 Penalty: 5188.493164
	Iteration 23Q: 3 clusters Score -6697722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -6697725.500000 Penalty: 5188.493164
	Iteration 24Q: 3 clusters Score -6697726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -6697740.500000 Penalty: 5188.493164
	Iteration 25Q: 3 clusters Score -6697740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -6697746.000000 Penalty: 5188.493164
	Iteration 26Q: 3 clusters Score -6697746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -6697751.500000 Penalty: 5188.493164
	Iteration 27Q: 3 clusters Score -6697752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -6697761.500000 Penalty: 5188.493164
	Iteration 28Q: 3 clusters Score -6697762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -6697767.500000 Penalty: 5188.493164
	Iteration 29Q: 3 clusters Score -6697768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -6697775.000000 Penalty: 5188.493164
	Iteration 30Q: 3 clusters Score -6697775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -6697773.000000 Penalty: 5188.493164
	Iteration 31Q: 3 clusters Score -6697773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -6697777.000000 Penalty: 5188.493164
	Iteration 32Q: 3 clusters Score -6697777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -6697773.000000 Penalty: 5188.493164
	Iteration 33Q: 3 clusters Score -6697773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -6697778.500000 Penalty: 5188.493164
	Iteration 34Q: 3 clusters Score -6697778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -6697778.500000 Penalty: 5188.493164
	Iteration 35Q: 3 clusters Score -6697778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -6697778.500000 Penalty: 5188.493164
	Iteration 36Q: 3 clusters Score -6697778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -6697778.500000 Penalty: 5188.493164
	Iteration 37F: 3 clusters Score -6697778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19538 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16777 members 
Mstep: Class 28 contains 25834 members 
Mstep: Class 29 contains 27849 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24382 members 
Mstep: Class 33 contains 9268 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2905 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12668 members 
Mstep: Class 42 contains 28649 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58857 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14745 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19610 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28773 members 
Mstep: Class 56 contains 20751 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14515 members 
Mstep: Class 60 contains 31781 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14686 members 
Mstep: Class 63 contains 31550 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18343 members 
Mstep: Class 67 contains 29569 members 
Mstep: Class 68 contains 29067 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28357 members 
Mstep: Class 71 contains 18170 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376704.000000 Penalty: 243551.406250
Iteration 479Q: 73 clusters Score -1.613767e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19556 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16775 members 
Mstep: Class 28 contains 25837 members 
Mstep: Class 29 contains 27856 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24386 members 
Mstep: Class 33 contains 9268 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12673 members 
Mstep: Class 42 contains 28657 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14747 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19608 members 
Mstep: Class 52 contains 6373 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14838 members 
Mstep: Class 55 contains 28777 members 
Mstep: Class 56 contains 20752 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14507 members 
Mstep: Class 60 contains 31774 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14683 members 
Mstep: Class 63 contains 31546 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18332 members 
Mstep: Class 67 contains 29566 members 
Mstep: Class 68 contains 29067 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28344 members 
Mstep: Class 71 contains 18170 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376608.000000 Penalty: 243551.406250
Iteration 480F: 73 clusters Score -1.613766e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19570 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 30143 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16774 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 27866 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24387 members 
Mstep: Class 33 contains 9269 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12673 members 
Mstep: Class 42 contains 28660 members 
Mstep: Class 43 contains 7402 members 
Mstep: Class 44 contains 58859 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14750 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19605 members 
Mstep: Class 52 contains 6376 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14839 members 
Mstep: Class 55 contains 28780 members 
Mstep: Class 56 contains 20741 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14502 members 
Mstep: Class 60 contains 31765 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14679 members 
Mstep: Class 63 contains 31541 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18319 members 
Mstep: Class 67 contains 29567 members 
Mstep: Class 68 contains 29067 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28343 members 
Mstep: Class 71 contains 18177 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376672.000000 Penalty: 243551.406250
Iteration 481Q: 73 clusters Score -1.613767e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19581 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 30148 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16771 members 
Mstep: Class 28 contains 25842 members 
Mstep: Class 29 contains 27874 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24389 members 
Mstep: Class 33 contains 9268 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12673 members 
Mstep: Class 42 contains 28666 members 
Mstep: Class 43 contains 7400 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14752 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41387 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19609 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14842 members 
Mstep: Class 55 contains 28780 members 
Mstep: Class 56 contains 20728 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14493 members 
Mstep: Class 60 contains 31759 members 
Mstep: Class 61 contains 4753 members 
Mstep: Class 62 contains 14677 members 
Mstep: Class 63 contains 31538 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18309 members 
Mstep: Class 67 contains 29567 members 
Mstep: Class 68 contains 29068 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28344 members 
Mstep: Class 71 contains 18182 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376704.000000 Penalty: 243551.406250
Iteration 482Q: 73 clusters Score -1.613767e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19589 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 30152 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5075 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16770 members 
Mstep: Class 28 contains 25842 members 
Mstep: Class 29 contains 27875 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24391 members 
Mstep: Class 33 contains 9268 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12670 members 
Mstep: Class 42 contains 28663 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14753 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41388 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19606 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14844 members 
Mstep: Class 55 contains 28787 members 
Mstep: Class 56 contains 20723 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14489 members 
Mstep: Class 60 contains 31757 members 
Mstep: Class 61 contains 4754 members 
Mstep: Class 62 contains 14670 members 
Mstep: Class 63 contains 31535 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18304 members 
Mstep: Class 67 contains 29569 members 
Mstep: Class 68 contains 29066 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28342 members 
Mstep: Class 71 contains 18192 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376640.000000 Penalty: 243551.406250
Iteration 483Q: 73 clusters Score -1.613766e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19596 members 
Mstep: Class 13 contains 32596 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5075 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 27885 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24387 members 
Mstep: Class 33 contains 9265 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2902 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12667 members 
Mstep: Class 42 contains 28667 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14755 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41390 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19609 members 
Mstep: Class 52 contains 6377 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14843 members 
Mstep: Class 55 contains 28800 members 
Mstep: Class 56 contains 20717 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14490 members 
Mstep: Class 60 contains 31750 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14667 members 
Mstep: Class 63 contains 31527 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18299 members 
Mstep: Class 67 contains 29569 members 
Mstep: Class 68 contains 29066 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28329 members 
Mstep: Class 71 contains 18200 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376544.000000 Penalty: 243551.406250
Iteration 484Q: 73 clusters Score -1.613765e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34566 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 30155 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16765 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 27893 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24385 members 
Mstep: Class 33 contains 9262 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12669 members 
Mstep: Class 42 contains 28666 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14759 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41391 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19617 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14843 members 
Mstep: Class 55 contains 28811 members 
Mstep: Class 56 contains 20716 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14489 members 
Mstep: Class 60 contains 31751 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14661 members 
Mstep: Class 63 contains 31511 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18289 members 
Mstep: Class 67 contains 29575 members 
Mstep: Class 68 contains 29064 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28319 members 
Mstep: Class 71 contains 18203 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376752.000000 Penalty: 243551.406250
Iteration 485Q: 73 clusters Score -1.613768e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34567 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19616 members 
Mstep: Class 13 contains 32593 members 
Mstep: Class 14 contains 30156 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16765 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 27905 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24389 members 
Mstep: Class 33 contains 9257 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12672 members 
Mstep: Class 42 contains 28665 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58857 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14762 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41391 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19617 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14843 members 
Mstep: Class 55 contains 28827 members 
Mstep: Class 56 contains 20714 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14486 members 
Mstep: Class 60 contains 31749 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14661 members 
Mstep: Class 63 contains 31499 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18277 members 
Mstep: Class 67 contains 29575 members 
Mstep: Class 68 contains 29064 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28307 members 
Mstep: Class 71 contains 18205 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376720.000000 Penalty: 243551.406250
Iteration 486Q: 73 clusters Score -1.613767e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34568 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19623 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 30154 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5078 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16768 members 
Mstep: Class 28 contains 25835 members 
Mstep: Class 29 contains 27912 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24394 members 
Mstep: Class 33 contains 9252 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12674 members 
Mstep: Class 42 contains 28668 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58857 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14764 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41391 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19617 members 
Mstep: Class 52 contains 6378 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14839 members 
Mstep: Class 55 contains 28845 members 
Mstep: Class 56 contains 20707 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14487 members 
Mstep: Class 60 contains 31745 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 14662 members 
Mstep: Class 63 contains 31495 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18266 members 
Mstep: Class 67 contains 29574 members 
Mstep: Class 68 contains 29063 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28296 members 
Mstep: Class 71 contains 18211 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376704.000000 Penalty: 243551.406250
Iteration 487Q: 73 clusters Score -1.613767e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34568 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19640 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 30152 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5080 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16767 members 
Mstep: Class 28 contains 25839 members 
Mstep: Class 29 contains 27915 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24399 members 
Mstep: Class 33 contains 9250 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12677 members 
Mstep: Class 42 contains 28667 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14762 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19611 members 
Mstep: Class 52 contains 6380 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14841 members 
Mstep: Class 55 contains 28854 members 
Mstep: Class 56 contains 20696 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14484 members 
Mstep: Class 60 contains 31747 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14661 members 
Mstep: Class 63 contains 31495 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18256 members 
Mstep: Class 67 contains 29579 members 
Mstep: Class 68 contains 29063 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28285 members 
Mstep: Class 71 contains 18214 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376512.000000 Penalty: 243551.406250
Iteration 488Q: 73 clusters Score -1.613765e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34568 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2736 members 
Mstep: Class 12 contains 19650 members 
Mstep: Class 13 contains 32584 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5082 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16772 members 
Mstep: Class 28 contains 25836 members 
Mstep: Class 29 contains 27925 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24402 members 
Mstep: Class 33 contains 9248 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12681 members 
Mstep: Class 42 contains 28669 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14766 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41390 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19612 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14838 members 
Mstep: Class 55 contains 28862 members 
Mstep: Class 56 contains 20696 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14479 members 
Mstep: Class 60 contains 31748 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14654 members 
Mstep: Class 63 contains 31488 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18245 members 
Mstep: Class 67 contains 29581 members 
Mstep: Class 68 contains 29062 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28272 members 
Mstep: Class 71 contains 18215 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376544.000000 Penalty: 243551.406250
Iteration 489Q: 73 clusters Score -1.613765e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34569 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19656 members 
Mstep: Class 13 contains 32582 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5082 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16770 members 
Mstep: Class 28 contains 25822 members 
Mstep: Class 29 contains 27926 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24405 members 
Mstep: Class 33 contains 9247 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12686 members 
Mstep: Class 42 contains 28666 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14766 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19613 members 
Mstep: Class 52 contains 6383 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14842 members 
Mstep: Class 55 contains 28876 members 
Mstep: Class 56 contains 20702 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14470 members 
Mstep: Class 60 contains 31748 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14653 members 
Mstep: Class 63 contains 31483 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18239 members 
Mstep: Class 67 contains 29585 members 
Mstep: Class 68 contains 29062 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28270 members 
Mstep: Class 71 contains 18216 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376416.000000 Penalty: 243551.406250
Iteration 490Q: 73 clusters Score -1.613764e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19665 members 
Mstep: Class 13 contains 32577 members 
Mstep: Class 14 contains 30149 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15615 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6948 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5081 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16765 members 
Mstep: Class 28 contains 25802 members 
Mstep: Class 29 contains 27929 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24408 members 
Mstep: Class 33 contains 9246 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12696 members 
Mstep: Class 42 contains 28666 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58859 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14765 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19625 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 14844 members 
Mstep: Class 55 contains 28899 members 
Mstep: Class 56 contains 20702 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14458 members 
Mstep: Class 60 contains 31749 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14647 members 
Mstep: Class 63 contains 31482 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18228 members 
Mstep: Class 67 contains 29591 members 
Mstep: Class 68 contains 29060 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28273 members 
Mstep: Class 71 contains 18213 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376448.000000 Penalty: 243551.406250
Iteration 491Q: 73 clusters Score -1.613764e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19668 members 
Mstep: Class 13 contains 32576 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5081 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 27933 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24415 members 
Mstep: Class 33 contains 9244 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12700 members 
Mstep: Class 42 contains 28671 members 
Mstep: Class 43 contains 7401 members 
Mstep: Class 44 contains 58859 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14764 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19623 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14838 members 
Mstep: Class 55 contains 28900 members 
Mstep: Class 56 contains 20717 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14452 members 
Mstep: Class 60 contains 31749 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14651 members 
Mstep: Class 63 contains 31473 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18227 members 
Mstep: Class 67 contains 29589 members 
Mstep: Class 68 contains 29059 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28273 members 
Mstep: Class 71 contains 18209 members 
Mstep: Class 72 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376544.000000 Penalty: 243551.406250
Iteration 492Q: 73 clusters Score -1.613765e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5110 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 19673 members 
Mstep: Class 13 contains 32580 members 
Mstep: Class 14 contains 30151 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6946 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5082 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16772 members 
Mstep: Class 28 contains 25786 members 
Mstep: Class 29 contains 27939 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24418 members 
Mstep: Class 33 contains 9243 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12703 members 
Mstep: Class 42 contains 28674 members 
Mstep: Class 43 contains 7402 members 
Mstep: Class 44 contains 58860 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14762 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19626 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14832 members 
Mstep: Class 55 contains 28917 members 
Mstep: Class 56 contains 20718 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14446 members 
Mstep: Class 60 contains 31748 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14652 members 
Mstep: Class 63 contains 31465 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18225 members 
Mstep: Class 67 contains 29586 members 
Mstep: Class 68 contains 29058 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28259 members 
Mstep: Class 71 contains 18207 members 
Mstep: Class 72 contains 34914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376480.000000 Penalty: 243551.406250
Iteration 493Q: 73 clusters Score -1.613765e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34568 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 19681 members 
Mstep: Class 13 contains 32582 members 
Mstep: Class 14 contains 30150 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15611 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6945 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16770 members 
Mstep: Class 28 contains 25790 members 
Mstep: Class 29 contains 27943 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24426 members 
Mstep: Class 33 contains 9243 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12706 members 
Mstep: Class 42 contains 28677 members 
Mstep: Class 43 contains 7402 members 
Mstep: Class 44 contains 58860 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14763 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41388 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19626 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14828 members 
Mstep: Class 55 contains 28920 members 
Mstep: Class 56 contains 20720 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14437 members 
Mstep: Class 60 contains 31752 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14651 members 
Mstep: Class 63 contains 31459 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18218 members 
Mstep: Class 67 contains 29588 members 
Mstep: Class 68 contains 29058 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28247 members 
Mstep: Class 71 contains 18212 members 
Mstep: Class 72 contains 34913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376448.000000 Penalty: 243551.406250
Iteration 494Q: 73 clusters Score -1.613764e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34569 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 19688 members 
Mstep: Class 13 contains 32582 members 
Mstep: Class 14 contains 30150 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15610 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6944 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16771 members 
Mstep: Class 28 contains 25801 members 
Mstep: Class 29 contains 27949 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24428 members 
Mstep: Class 33 contains 9240 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12713 members 
Mstep: Class 42 contains 28680 members 
Mstep: Class 43 contains 7403 members 
Mstep: Class 44 contains 58860 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14764 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41389 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19631 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3057 members 
Mstep: Class 54 contains 14825 members 
Mstep: Class 55 contains 28904 members 
Mstep: Class 56 contains 20723 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14433 members 
Mstep: Class 60 contains 31757 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14648 members 
Mstep: Class 63 contains 31453 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18205 members 
Mstep: Class 67 contains 29590 members 
Mstep: Class 68 contains 29057 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28243 members 
Mstep: Class 71 contains 18211 members 
Mstep: Class 72 contains 34913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376208.000000 Penalty: 243551.406250
Iteration 495Q: 73 clusters Score -1.613762e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 34569 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 19694 members 
Mstep: Class 13 contains 32585 members 
Mstep: Class 14 contains 30149 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16773 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 27961 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24433 members 
Mstep: Class 33 contains 9237 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12716 members 
Mstep: Class 42 contains 28678 members 
Mstep: Class 43 contains 7403 members 
Mstep: Class 44 contains 58863 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14763 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41392 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19630 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14823 members 
Mstep: Class 55 contains 28891 members 
Mstep: Class 56 contains 20706 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14428 members 
Mstep: Class 60 contains 31760 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14647 members 
Mstep: Class 63 contains 31450 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18197 members 
Mstep: Class 67 contains 29590 members 
Mstep: Class 68 contains 29056 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28243 members 
Mstep: Class 71 contains 18220 members 
Mstep: Class 72 contains 34912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376400.000000 Penalty: 243551.406250
Iteration 496Q: 73 clusters Score -1.613764e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 34567 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 19696 members 
Mstep: Class 13 contains 32587 members 
Mstep: Class 14 contains 30149 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 28165 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16774 members 
Mstep: Class 28 contains 25811 members 
Mstep: Class 29 contains 27970 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24442 members 
Mstep: Class 33 contains 9236 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12720 members 
Mstep: Class 42 contains 28675 members 
Mstep: Class 43 contains 7403 members 
Mstep: Class 44 contains 58863 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14762 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41392 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19627 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3055 members 
Mstep: Class 54 contains 14822 members 
Mstep: Class 55 contains 28898 members 
Mstep: Class 56 contains 20695 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14426 members 
Mstep: Class 60 contains 31760 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14646 members 
Mstep: Class 63 contains 31452 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18193 members 
Mstep: Class 67 contains 29593 members 
Mstep: Class 68 contains 29054 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28245 members 
Mstep: Class 71 contains 18223 members 
Mstep: Class 72 contains 34912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376432.000000 Penalty: 243551.406250
Iteration 497Q: 73 clusters Score -1.613764e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5110 members 
Mstep: Class 8 contains 34566 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 19696 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 30150 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5084 members 
Mstep: Class 24 contains 28166 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16774 members 
Mstep: Class 28 contains 25795 members 
Mstep: Class 29 contains 27993 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24443 members 
Mstep: Class 33 contains 9234 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12728 members 
Mstep: Class 42 contains 28675 members 
Mstep: Class 43 contains 7402 members 
Mstep: Class 44 contains 58861 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14756 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41393 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19625 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14820 members 
Mstep: Class 55 contains 28907 members 
Mstep: Class 56 contains 20675 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14430 members 
Mstep: Class 60 contains 31757 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14644 members 
Mstep: Class 63 contains 31450 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18198 members 
Mstep: Class 67 contains 29591 members 
Mstep: Class 68 contains 29055 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28250 members 
Mstep: Class 71 contains 18218 members 
Mstep: Class 72 contains 34912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376416.000000 Penalty: 243551.406250
Iteration 498Q: 73 clusters Score -1.613764e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 8 contains 34565 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 19699 members 
Mstep: Class 13 contains 32590 members 
Mstep: Class 14 contains 30149 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 28169 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16775 members 
Mstep: Class 28 contains 25790 members 
Mstep: Class 29 contains 28013 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24450 members 
Mstep: Class 33 contains 9230 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12739 members 
Mstep: Class 42 contains 28676 members 
Mstep: Class 43 contains 7402 members 
Mstep: Class 44 contains 58858 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14753 members 
Mstep: Class 47 contains 2637 members 
Mstep: Class 48 contains 41396 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19625 members 
Mstep: Class 52 contains 6381 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14821 members 
Mstep: Class 55 contains 28915 members 
Mstep: Class 56 contains 20651 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14424 members 
Mstep: Class 60 contains 31752 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14643 members 
Mstep: Class 63 contains 31452 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18189 members 
Mstep: Class 67 contains 29594 members 
Mstep: Class 68 contains 29056 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28248 members 
Mstep: Class 71 contains 18220 members 
Mstep: Class 72 contains 34912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376400.000000 Penalty: 243551.406250
Iteration 499Q: 73 clusters Score -1.613764e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 310 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 5112 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 19699 members 
Mstep: Class 13 contains 32592 members 
Mstep: Class 14 contains 30149 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 370 members 
Mstep: Class 17 contains 15602 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 6940 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 518 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 28170 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 16779 members 
Mstep: Class 28 contains 25781 members 
Mstep: Class 29 contains 28019 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 198 members 
Mstep: Class 32 contains 24458 members 
Mstep: Class 33 contains 9225 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 325 members 
Mstep: Class 36 contains 1445 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 489 members 
Mstep: Class 39 contains 403 members 
Mstep: Class 40 contains 799 members 
Mstep: Class 41 contains 12743 members 
Mstep: Class 42 contains 28681 members 
Mstep: Class 43 contains 7402 members 
Mstep: Class 44 contains 58857 members 
Mstep: Class 45 contains 302 members 
Mstep: Class 46 contains 14750 members 
Mstep: Class 47 contains 2636 members 
Mstep: Class 48 contains 41399 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 2443 members 
Mstep: Class 51 contains 19628 members 
Mstep: Class 52 contains 6382 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 14821 members 
Mstep: Class 55 contains 28909 members 
Mstep: Class 56 contains 20649 members 
Mstep: Class 57 contains 1996 members 
Mstep: Class 58 contains 261 members 
Mstep: Class 59 contains 14417 members 
Mstep: Class 60 contains 31744 members 
Mstep: Class 61 contains 4756 members 
Mstep: Class 62 contains 14639 members 
Mstep: Class 63 contains 31462 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 701 members 
Mstep: Class 66 contains 18185 members 
Mstep: Class 67 contains 29594 members 
Mstep: Class 68 contains 29055 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 28248 members 
Mstep: Class 71 contains 18226 members 
Mstep: Class 72 contains 34912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376416.000000 Penalty: 243551.406250
Iteration 500F: 73 clusters Score -1.613764e+08 nChanged 220
Maximum iterations exceeded
--- Evaluating fit on full set of 2516460 points ---
Entering Unmasked Estep 
Score: -484440224.000000 Penalty: 263168.218750
21->73 Clusters: Score -484440224.000000, best is -484386112.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 61316 (time per=492.654439ms)
Iterations metric 2: 2005249687552.000000 (time per=15.064258ns)
Iterations metric 3: 60161032978432.000000 (time per=502.112383ps)

That took 30207.599609 seconds.
